<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "http://jats.nlm.nih.gov/publishing/1.3/JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<processing-meta>
<custom-meta-group content-type="composition">
<custom-meta specific-use="newgen" xlink:href="https://www.newgen.co/">
<meta-name>Composition Vendor</meta-name>
<meta-value>Newgen KnowledgeWorks (P) Ltd.</meta-value>
</custom-meta>
</custom-meta-group>
</processing-meta>
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS One</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLOS One</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1371/journal.pone.0352149</article-id>
<article-id pub-id-type="publisher-id">PONE-D-26-03238</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Zoology</subject><subj-group><subject>Entomology</subject><subj-group><subject>Insects</subject><subj-group><subject>Hymenoptera</subject><subj-group><subject>Bees</subject><subj-group><subject>Honey bees</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Organisms</subject><subj-group><subject>Eukaryota</subject><subj-group><subject>Animals</subject><subj-group><subject>Invertebrates</subject><subj-group><subject>Arthropoda</subject><subj-group><subject>Insects</subject><subj-group><subject>Hymenoptera</subject><subj-group><subject>Bees</subject><subj-group><subject>Honey bees</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Zoology</subject><subj-group><subject>Animals</subject><subj-group><subject>Invertebrates</subject><subj-group><subject>Arthropoda</subject><subj-group><subject>Insects</subject><subj-group><subject>Hymenoptera</subject><subj-group><subject>Bees</subject><subj-group><subject>Honey bees</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Microbiology</subject><subj-group><subject>Probiotics</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Physical sciences</subject><subj-group><subject>Physics</subject><subj-group><subject>Classical mechanics</subject><subj-group><subject>Mechanical stress</subject><subj-group><subject>Thermal stresses</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Nutrition</subject><subj-group><subject>Diet</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Nutrition</subject><subj-group><subject>Diet</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Antioxidants</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Enzymology</subject><subj-group><subject>Enzymes</subject><subj-group><subject>Dismutases</subject><subj-group><subject>Superoxide dismutase</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Proteins</subject><subj-group><subject>Enzymes</subject><subj-group><subject>Dismutases</subject><subj-group><subject>Superoxide dismutase</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Enzymology</subject><subj-group><subject>Enzymes</subject><subj-group><subject>Peroxidases</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Biochemistry</subject><subj-group><subject>Proteins</subject><subj-group><subject>Enzymes</subject><subj-group><subject>Peroxidases</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Organisms</subject><subj-group><subject>Bacteria</subject><subj-group><subject>Gut bacteria</subject></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Protecting honey bees (<italic>Apis mellifera</italic>) from thermal stress: Probiotics and prebiotics buffer the survival and antioxidant enzyme activity</article-title>
<alt-title alt-title-type="running-head">Dietary probiotics and prebiotics mitigate thermal stress in honey bees</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Mirabi Moghaddam</surname>
<given-names>Rahil</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role content-type="http://credit.niso.org/contributor-roles/investigation/">Investigation</role>
<role content-type="http://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-original-draft/">Writing – original draft</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0001-5736-1702</contrib-id>
<name name-style="western">
<surname>Sahebzadeh</surname>
<given-names>Najmeh</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="http://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role content-type="http://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role content-type="http://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role content-type="http://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role content-type="http://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role content-type="http://credit.niso.org/contributor-roles/resources/">Resources</role>
<role content-type="http://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role content-type="http://credit.niso.org/contributor-roles/visualization/">Visualization</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-original-draft/">Writing – original draft</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Rakhshani</surname>
<given-names>Ehsan</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role content-type="http://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-original-draft/">Writing – original draft</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Tajabadi</surname>
<given-names>Naser</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role content-type="http://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-original-draft/">Writing – original draft</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-2014-1463</contrib-id>
<name name-style="western">
<surname>Bahreini</surname>
<given-names>Rassol</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role content-type="http://credit.niso.org/contributor-roles/writing-review-editing/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff003"><sup>3</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
</contrib-group>
<aff id="aff001"><label>1</label> <addr-line>Department of Plant Protection, Faculty of Agriculture, University of Zabol, Zabol, Iran</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>Department of Honey Bee, Animal Sciences Research Institute of Iran, Karaj, Iran</addr-line></aff>
<aff id="aff003"><label>3</label> <addr-line>Department of Biological Sciences, University of Alberta, Edmonton, Alberta, Canada</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>López</surname>
<given-names>Vicente Martínez</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/></contrib>
</contrib-group>
<aff id="edit1"><addr-line>University of Murcia: Universidad de Murcia, SPAIN</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>The authors have declared that no competing interests exist.</p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">rassol@ualberta.ca</email> (RB); <email xlink:type="simple">n.sahebzadeh@uoz.ac.ir</email> (NS)</corresp>
</author-notes>
<pub-date pub-type="epub"><day>15</day><month>7</month><year>2026</year></pub-date>
<pub-date pub-type="collection"><year>2026</year></pub-date>
<volume>21</volume>
<issue>7</issue>
<elocation-id>e0352149</elocation-id>
<history>
<date date-type="received"><day>19</day><month>1</month><year>2026</year></date>
<date date-type="accepted"><day>7</day><month>6</month><year>2026</year></date>
</history>
<permissions>
<copyright-year>2026</copyright-year>
<copyright-holder>Mirabi Moghaddam et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p></license>
</permissions>
<self-uri content-type="pdf" xlink:href="info:doi/10.1371/journal.pone.0352149"/>
<abstract>
<p>Environmental temperature profoundly influences honey bee (<italic>Apis mellifera</italic>) physiology, behavior, and survival. In recent years, nutritional interventions have gained attention as potential strategies to mitigate stress-induced physiological disruptions in honey bees. This study evaluated the efficacy of dietary supplementations enriched with combined prebiotics and probiotics in alleviating temperature-related stress. Newly-emerged worker bees were first maintained under optimal conditions (35 °C) and received dietary supplements for 21 days, after which they were exposed to four temperature regimes (4, 15, 35, and 40 °C) to evaluate their stress resilience. Bee survival and the activity of key antioxidant enzymes (i.e., superoxide dismutase, ascorbate peroxidase, catalase, and peroxidase) were assessed. Bees received a commercial probiotic (Progen®) and the prebiotic Inulin in equal proportions at concentrations of 2.5, 5, 7.5, and 10 g L<sup>-1</sup>. The results demonstrated that bees exposed to thermal stress and supplemented with the highest combined dose of probiotic and prebiotic (10 g L<sup>-1</sup> of each supplement) exhibited significantly higher survival compared with bees receiving lower doses (2.5 g L<sup>-1</sup>), or an unsupplemented diet. In unsupplemented control groups, temperature stress induced marked increases in antioxidant enzyme activities, indicating significant oxidative stress. In contrast, supplementation resulted in a dose-dependent reduction in enzyme activities across all temperatures, strongly suggesting a protective, and stress-buffering effect. These physiological benefits were accompanied by an increase in gut microbial abundance and enhanced indicators of energy metabolism in the supplemented bees. Overall, our findings demonstrated that combined probiotic and prebiotic supplementation can effectively buffer honey bees against temperature-induced physiological stress, highlighting a practical nutritional strategy to enhance colony resilience under the fluctuating environmental conditions associated with seasonal variation and ongoing global climate change.</p>
</abstract>
<funding-group>
<award-group id="award001">
<funding-source>
<institution-wrap>
<institution-id institution-id-type="funder-id">http://dx.doi.org/10.13039/501100017252</institution-id>
<institution>University of Zabol</institution>
</institution-wrap>
</funding-source><award-id>NA</award-id>
<principal-award-recipient><contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0001-5736-1702</contrib-id><name name-style="western">
<surname>Sahebzadeh</surname><given-names>Najmeh</given-names></name></principal-award-recipient></award-group>
<award-group id="award002">
<funding-source><institution>Alberta Research Driven Agriculture Research</institution>
</funding-source><award-id>2024F2208R, and 2022N093R</award-id>
<principal-award-recipient><contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-2014-1463</contrib-id><name name-style="western">
<surname>Bahreini</surname><given-names>Rassol</given-names></name></principal-award-recipient></award-group>
<award-group id="award003">
<funding-source><institution>Alberta Beekeepers Commission</institution>
</funding-source><award-id>NA</award-id>
<principal-award-recipient><contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-2014-1463</contrib-id><name name-style="western">
<surname>Bahreini</surname><given-names>Rassol</given-names></name></principal-award-recipient></award-group>
<award-group id="award004">
<funding-source><institution>Alberta Pollination group</institution>
</funding-source><award-id>NA</award-id>
<principal-award-recipient><contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-2014-1463</contrib-id><name name-style="western">
<surname>Bahreini</surname><given-names>Rassol</given-names></name></principal-award-recipient></award-group>
<funding-statement>This work was financially supported by the University of Zabol, Iran, through funding provided to Najmeh Sahebzadeh. In addition, Results Driven Agriculture Research (RDAR; grant numbers 2024F2208R and 2022N093R), the Alberta Beekeepers Commission (ABC), and the Alberta Pollination Group supported Rassol Bahreini’s collaboration on this project.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<page-count count="17"/>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the manuscript and its <xref ref-type="sec" rid="sec024">Supporting information</xref> files.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec001" sec-type="intro">
<title>Introduction</title>
<p>The Apidae family includes a diverse array of solitary, social, domesticated, and managed bee species that engage in pollination nearly three-quarters of the world’s flowering plant species, critical to food production [<xref ref-type="bibr" rid="pone.0352149.ref001">1</xref>]. Among these species, the European honey bee, <italic>Apis mellifera</italic> L. (Hymenoptera: Apidae), has an evolutionary history spanning at least 30 million years and, due to human-mediated dispersal, is now found in nearly every country worldwide [<xref ref-type="bibr" rid="pone.0352149.ref002">2</xref>]. However, certain honey bee populations have experienced fluctuations and declines in recent decades [<xref ref-type="bibr" rid="pone.0352149.ref003">3</xref>,<xref ref-type="bibr" rid="pone.0352149.ref004">4</xref>]. Several factors can challenge colony resilience, including parasites, pathogens, agrochemicals, and environmental thermal stresses [<xref ref-type="bibr" rid="pone.0352149.ref005">5</xref>–<xref ref-type="bibr" rid="pone.0352149.ref007">7</xref>]. Honey bees (<italic>A. mellifera</italic>) rely on meticulous thermoregulation, through fanning, evaporation, and metabolic heat, to maintain a stable in-hive environment—typically around 34°C to 36°C—which is indispensable for optimal brood development, immune function, and overall colony fitness [<xref ref-type="bibr" rid="pone.0352149.ref008">8</xref>]. However, when environmental temperature fluctuations exceed the colony’s behavioral and physiological capacity to regulate heat, individual bees are subjected to severe thermal stress [<xref ref-type="bibr" rid="pone.0352149.ref009">9</xref>]. This loss of thermal homeostasis triggers a cascade of detrimental cellular events, most notably an imbalance between the generation of reactive oxygen species (ROS) and the insect’s endogenous antioxidant defense mechanisms, culminating in severe cellular oxidative stress [<xref ref-type="bibr" rid="pone.0352149.ref010">10</xref>,<xref ref-type="bibr" rid="pone.0352149.ref011">11</xref>]. Disrupting this homeostasis leads to severe consequences, including increased sensitivity to pesticides, impaired behavioral and cognitive functions, and disorganized brain synapses [<xref ref-type="bibr" rid="pone.0352149.ref012">12</xref>–<xref ref-type="bibr" rid="pone.0352149.ref015">15</xref>]. Ultimately, thermal stress undermines vital biological processes, from immune function and foraging to reproductive success [<xref ref-type="bibr" rid="pone.0352149.ref016">16</xref>]. Such disruptions in colony homeostasis may threaten colony health, potentially leading to increased mortality under severe conditions [<xref ref-type="bibr" rid="pone.0352149.ref017">17</xref>–<xref ref-type="bibr" rid="pone.0352149.ref019">19</xref>]. Under these challenging conditions, the bee immune systems are highly vulnerable, underscoring the critical need to investigate mechanisms that activate honey bee defense systems. The defensive responses of honey bees against foreign and pathogenic factors encompass, integrating a complex network of interrelated systems, including antimicrobial peptides, hemagglutinin, phenoloxidase activity, and the antioxidant system (AOS) [<xref ref-type="bibr" rid="pone.0352149.ref020">20</xref>]. Consequently, stable temperature maintenance is critical to bee survival. As global climates become increasingly erratic, exploring dietary interventions—such as probiotics and prebiotics—that can buffer these physiological stressors and preserve vital antioxidant enzyme activity under thermal extremes has become a pressing priority for sustaining apicultural health. While beekeeping practices and nutritional support often mitigate these impacts in managed bee colonies, extreme environmental conditions remain a significant stressor [<xref ref-type="bibr" rid="pone.0352149.ref021">21</xref>].</p>
<p>Oxidative stress is a pivotal process with potentially severe adverse effects in eukaryotic organisms. Reactive oxygen species (ROS), generated during normal metabolic activity, play a key role in oxidative stress. To mitigate or counteract ROS-mediated oxidative stress, insects employ enzymatic mechanisms that facilitate oxidative inactivation such as superoxide dismutase, catalase, and peroxidase, or enable intracellular ROS scavenging through glutathione peroxidase and glutathione reductase [<xref ref-type="bibr" rid="pone.0352149.ref022">22</xref>,<xref ref-type="bibr" rid="pone.0352149.ref023">23</xref>]. A primary enzyme responsible for hydrogen peroxide neutralization, catalase, is particularly vulnerable to external stimuli, including elevated temperatures, chemical exposure, insecticides, and interactions with certain plant compounds [<xref ref-type="bibr" rid="pone.0352149.ref024">24</xref>], making it a valuable indicator of the overall status of antioxidant systems [<xref ref-type="bibr" rid="pone.0352149.ref023">23</xref>–<xref ref-type="bibr" rid="pone.0352149.ref025">25</xref>]. To protect bees against environmental threats such as thermal stress, environmental pollution, and agrochemicals, it is essential to understand how their antioxidant system is activated and which factors enhance or impair its function. Among the various factors that strengthen the antioxidant system, moderate environmental conditions, antioxidant-rich nutrition, natural physiological activities, and the use of nutritional supplements can be considered. Among these approaches, feeding bees with probiotics and prebiotics strengthens the gut microbiome and improves the organism’s ability to withstand oxidative stress [<xref ref-type="bibr" rid="pone.0352149.ref026">26</xref>].</p>
<p>A diverse group of insects, including honey bees, harbor beneficial symbiotic microorganisms that are crucial for maintaining proper gastrointestinal function [<xref ref-type="bibr" rid="pone.0352149.ref027">27</xref>]. These microorganisms (i.e., probiotics) contribute to carbohydrate fermentation and produce essential vitamins and amino acids for the host [<xref ref-type="bibr" rid="pone.0352149.ref027">27</xref>]. Probiotics are live microorganisms that naturally occur in small quantities within the honey bee’s gut. They enhance the proliferation of beneficial microbes while suppressing pathogenic species, thereby preventing or treating gut microbial dysbiosis resulting from diseases or indiscriminate antibiotic use [<xref ref-type="bibr" rid="pone.0352149.ref028">28</xref>]. Alternatively, prebiotics are non-digestible food components that induce specific alterations in the composition or activity of the gastrointestinal microbiota, promoting their population growth [<xref ref-type="bibr" rid="pone.0352149.ref029">29</xref>]. Beyond stimulating beneficial gut bacteria, prebiotics can also inhibit the growth of harmful and potentially pathogenic microorganisms in the intestine of honey bees [<xref ref-type="bibr" rid="pone.0352149.ref030">30</xref>]. Recently, prebiotics have been utilized to enhance honey bee survival against pathogens such as <italic>Nosema</italic> spp. [<xref ref-type="bibr" rid="pone.0352149.ref028">28</xref>]. Key prebiotics include inulin, lactulose, xylan, fiber gums, xylo-oligosaccharides, fructo-oligosaccharides, and lactitol [<xref ref-type="bibr" rid="pone.0352149.ref031">31</xref>]. Empirical investigations into the effects of commercial probiotics and prebiotics on honey bee health have yielded variable outcomes. For instance, probiotic supplementation has been shown to significantly affect honey bee colony strength, wax gland development, honey production, and disease resistance [<xref ref-type="bibr" rid="pone.0352149.ref032">32</xref>]. The nutritional supplementation of queen larvae and young queens with specific probiotic compounds, can exert an influence on the development of the hypopharyngeal and mandibular glands. This enhanced glandular development, in turn, culminates in the superior production of royal jelly and a more robust pheromonal profile, both of which are critical to the maintenance of colony integrity and coherence [<xref ref-type="bibr" rid="pone.0352149.ref033">33</xref>]. Certain probiotics also exhibit antibacterial and anti-inflammatory properties, and can positively modulate innate immunity, cellular responses, and cytokine profiles [<xref ref-type="bibr" rid="pone.0352149.ref034">34</xref>,<xref ref-type="bibr" rid="pone.0352149.ref035">35</xref>]. Despite these findings, uncertainty remains as to whether probiotics and their synergistic compounds, such as prebiotics, can mitigate the toxic effects of pesticides and other environmental stressors on honey bees.</p>
<p>Thermal fluctuations, ranging from extreme heat waves to prolonged cold spells, act as significant stressors that restructure the honeybee gut microbiome, ultimately dictating the colony’s physiological resilience. Under heat stress, the delicate balance of the gut community is disrupted; research by Van Wyk et al. [<xref ref-type="bibr" rid="pone.0352149.ref034">34</xref>] demonstrates that high temperatures cause distinct ecological shifts that can exacerbate the impact of co-occurring pathogen infections. These shifts are often driven by the narrow thermal niches of specialized gut symbionts, which vary in their sensitivity to heat [<xref ref-type="bibr" rid="pone.0352149.ref036">36</xref>]. Conversely, cold stress during wintering induces a different microbial signature characterized by a high abundance of <italic>Lactobacilli</italic> spp. [<xref ref-type="bibr" rid="pone.0352149.ref035">35</xref>]. This seasonal transition in the hindgut microbiota is influenced by both worker age and the ambient climate [<xref ref-type="bibr" rid="pone.0352149.ref037">37</xref>], resulting in a community structure that differs fundamentally from that of summer bees [<xref ref-type="bibr" rid="pone.0352149.ref038">38</xref>]. The stability of these microbial communities is vital for colony health; a resilient microbiome functions as a metabolic engine and a protective barrier, bolstering the bees’ ability to withstand thermal extremes and reducing pathogen susceptibility. To maintain this internal equilibrium, bees employ behavioral and physiological mechanisms, while the microbiome, in turn, produces metabolites that support the host’s immune system. When these natural defenses are strained by climate instability, targeted interventions such as probiotics and prebiotics offer a promising solution. By directly seeding beneficial bacteria or indirectly providing the substrates necessary to fuel their growth, these supplements can stabilize the gut environment, reinforcing the bee’s natural resilience against the metabolic and immunological tolls of thermal stress.</p>
<p>Environmental temperature fluctuations, including increasingly frequent heat waves and cold spells, are known to profoundly reshape the honey bee gut microbiome. Such thermal stress can lead to dysbiosis, favoring thermotolerant taxa while reducing microbial diversity, which in turn increases pathogen susceptibility [<xref ref-type="bibr" rid="pone.0352149.ref034">34</xref>,<xref ref-type="bibr" rid="pone.0352149.ref036">36</xref>]. While core symbionts like <italic>Lactobacillus</italic>spp. play a key role in maintaining host health during winter and seasonal transitions [<xref ref-type="bibr" rid="pone.0352149.ref035">35</xref>,<xref ref-type="bibr" rid="pone.0352149.ref037">37</xref>,<xref ref-type="bibr" rid="pone.0352149.ref038">38</xref>], the mechanisms by which these microbial shifts influence physiological resilience remain a critical area of study. Although the present research focuses on physiological and antioxidant parameters rather than direct microbial profiling, understanding these interactions is essential for developing effective management strategies. Therefore, this study aims to evaluate how synbiotic (probiotic + prebiotic) supplementation might mitigate the negative impacts of thermal stress, potentially by supporting the host’s internal homeostasis and microbial balance.</p>
</sec>
<sec id="sec002" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="sec003">
<title>Insects and exposure protocols</title>
<p>This research was conducted from March 2024 to September 2024 (encompassing the spring and summer seasons) at the Honey bee laboratory of the Department of Plant Protection, University of Zabol (31.0363° N, 61.4892° E), Sistan and Baluchestan province, Iran. To obtain newly-emerged bees, sealed brood frames were selected from healthy <italic>Apis mellifera meda</italic> Skorikov colonies. These colonies showed no visible signs of <italic>Varroa destructor</italic> Anderson &amp; Trueman, and <italic>Nosema ceranae</italic> Fries, which were assessed using established protocols [<xref ref-type="bibr" rid="pone.0352149.ref039">39</xref>].</p>
<p>To collect newly-emerged worker bees, the sealed brood frames were maintained in a germinator (600ax, Noor Sanat Azma, Iran) at 35 ± 1 °C and 60% RH, in the dark [<xref ref-type="bibr" rid="pone.0352149.ref040">40</xref>]. To standardize the age of the cohort of honey bees, only those that emerged from the sealed brood frames within the first 24 hours were collected. The newly-emerged worker bees were maintained in the germinator under the aforementioned conditions and provided <italic>ad libitum</italic> access to 50% sucrose syrup and water [<xref ref-type="bibr" rid="pone.0352149.ref040">40</xref>]. Groups of 100 newly emerged worker bees were placed in plastic cages (35 × 15 × 15 cm) (<xref ref-type="supplementary-material" rid="pone.0352149.s001">S1 Fig</xref>). The cages were made of plastic netting to allow visibility and airflow, and they had secure lids with two 50 mL gravity feeder containers for easy access. The cages were labeled and randomly placed in the germinator. Two 50-mL plastic bottles, one for water and another for sucrose syrup 50% with each dietary supplement, were inverted on the cage lids. The openings of the filled bottles were sealed with two layers of Parafilm™, and small holes were made using an entomology pin to allow honey bees to feed. In addition to syrup and water, a pollen diet was provided <italic>ad libitum</italic> using a custom-designed delivery system. Medical syringes were modified by removing their front tips to create an open cylindrical feeder. These syringes were filled with pollen paste and inserted horizontally into the side walls of each cage, allowing the bees free access to the diet while ensuring no leakage or escape (<xref ref-type="supplementary-material" rid="pone.0352149.s001">S1 Fig</xref>). Food and water were replenished daily, and dead bees were recorded and removed daily.</p>
</sec>
<sec id="sec004">
<title>Preparation of dietary supplements</title>
<p>A dietary supplement was prepared using a commercial probiotic, Progen (Tech-Gene Company, Tehran, Iran). According to the manufacturer, Progen® is a multi-strain probiotic containing <italic>Lactobacillus acidophilus</italic>, <italic>Lactobacillus casei</italic>, <italic>Lactobacillus plantarum</italic>, <italic>Bifidobacterium bifidum</italic>, <italic>Enterococcus faecium</italic>, and <italic>Bacillus subtilis</italic> (at a minimum concentration of 2 × 10⁹ CFU g ⁻ ¹). This was used in combination with the prebiotic Inulin (Sensus Company, New Zealand), which is a long-chain fructan extracted from chicory root. Treatments included <italic>2.5p + p</italic> (2.5 g L<sup>-1</sup> probiotic+2.5 g L<sup>-1</sup> prebiotic), <italic>5p + p</italic> (5 g L<sup>-1</sup> probiotic +5 g L<sup>-1</sup> prebiotic), <italic>7.5p + p</italic> (7.5 g L<sup>-1</sup> probiotic+7.5 g L<sup>-1</sup> prebiotic), and <italic>10p + p</italic> (10 g L<sup>-1</sup> probiotic +10 g L<sup>-1</sup> prebiotic). A negative control group was maintained on 50% sucrose syrup without probiotic or prebiotic treatments.</p>
</sec>
<sec id="sec005">
<title>Effects of probiotics and prebiotics under temperature stress</title>
<p>Newly emerged honey bees (1-day-old) were fed a combination of various concentrations of Progen probiotic and Inulin prebiotic over a 21-day period [<xref ref-type="bibr" rid="pone.0352149.ref041">41</xref>]. Following this period, bees were subjected to distinct thermal stress conditions (4, 15, and 40 °C) for up to 10 days, or until total mortality occurred, while 35 °C served as the reference control. Temperature stress treatments were carried out in a germinator with 60% R.H. Each treatment was repeated five times with 100 honey bee individuals (500 honey bees per treatment in total).</p>
</sec>
<sec id="sec006">
<title>Survival monitoring</title>
<p>At the end of the 21-day supplementation period, thermal stress treatments were initiated. From each bioassay cage, 50 live honey bees were randomly selected and transferred into individually labeled 1 L plastic chambers for survival monitoring under the assigned temperature regimes. The remaining live bees were immediately utilized for biochemical assessments. To ensure continuous nourishment during the stress challenge, each survival chamber was fitted with two 50 mL plastic bottle feeders, providing <italic>ad libitum</italic> access to 50% sucrose solution and water. The chambers were maintained in a germinator at 35 °C and 60% RH, in darkness, and were examined daily for bee mortality over a 10-day period [40]. Bees were classified as deceased if they were observed lying on their sides and exhibited no antennal or abdominal movement upon stimulation [<xref ref-type="bibr" rid="pone.0352149.ref042">42</xref>].</p>
</sec>
<sec id="sec007">
<title>Biochemical assays</title>
<sec id="sec008">
<title>Tissue homogenization.</title>
<p>Honey bees from both treatment and control groups were anesthetized using the chilling method. From each replicate (i.e., cage), 50 live honey bees were randomly selected, and their heads and thoraxes were separated using a sharp sterile blade. For each sample, the tissues were homogenized with a micro pestle (Microteknik, India) in an ice-cold isolation buffer (0.01 M Tris-HCl buffer). Samples were centrifuged at 13,000 g using an Eppendorf 5810R centrifuge (Eppendorf AG, Hamburg, Germany). The supernatants were collected and stored at −80 °C for subsequent experiments [<xref ref-type="bibr" rid="pone.0352149.ref043">43</xref>].</p>
</sec>
<sec id="sec009">
<title>Catalase assay.</title>
<p>Catalase activity (CAT) was determined according to Aebi [<xref ref-type="bibr" rid="pone.0352149.ref044">44</xref>]. A reaction mixture containing 50 μL of honey bee tissue homogenate and 500 μL of 1% hydrogen peroxide was incubated at 28 °C for 10 minutes. The absorbance at 240 nm was subsequently measured and reported as ΔA240 nm/min/mg protein using a spectrophotometer (S-2150, Unico, Shanghai).</p>
</sec>
<sec id="sec010">
<title>Superoxide dismutase assay.</title>
<p>To measure the superoxide dismutase activity (SOD), a xanthine oxidase solution was prepared and added to 2 mL of 0.1 M phosphate buffer (pH 7). Then, 60 μL of this mixture was added to a solution containing nitro blue tetrazolium and xanthine, both dissolved in 0.1 M phosphate-buffered saline (pH 7). Finally, 20 μL of the honey bee tissue homogenate was added to the entire mixture, and incubation was initiated in the dark for 20 minutes. The absorbance was read at 560 nm and reported as ΔA560 nm/min/mg protein using a spectrophotometer (S-2150, Unico, Shanghai) [<xref ref-type="bibr" rid="pone.0352149.ref045">45</xref>].</p>
</sec>
<sec id="sec011">
<title>Peroxidase assay.</title>
<p>Peroxidase (POX) activity was quantified following the methodology described by Chaoui et al. [<xref ref-type="bibr" rid="pone.0352149.ref046">46</xref>]. The reaction mixture, with a total volume of 3 mL, consisted of 50 mM phosphate buffer, 0.2 mM guaiacol, 10 mM hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>), and the balance made up of distilled water. The enzymatic reaction was initiated by the addition of 50 µg of protein, which was extracted from 10 µl hemolymph. The increase in absorbance at 470 nm was monitored to quantify peroxidase activity using a spectrophotometer (S-2150, Unico, Shanghai). Enzyme activity was expressed as the change in absorbance per minute per milligram of protein.</p>
</sec>
<sec id="sec012">
<title>Ascorbate peroxidase assay.</title>
<p>Ascorbate peroxidase (APX) activity was measured following the method of Asada [<xref ref-type="bibr" rid="pone.0352149.ref047">47</xref>]. Fifty microliters of honey bee tissue homogenate were added to a mixture containing 150 μL of 100 mM phosphate buffer and 2.5 mM ascorbic acid. Two hundred microliters of hydrogen peroxide were then introduced, and the absorbance was monitored at 290 nm for 5 minutes. The results were expressed as ΔA290 nm/min/mg protein using a spectrophotometer (S-2150, Unico, Shanghai).</p>
</sec>
</sec>
<sec id="sec013">
<title>Statistical analysis</title>
<p>All statistical analyses were conducted using SPSS software (version 27.0) and GraphPad Prism (version 10.6.1). For the survival analysis, the Kaplan–Meier estimator was applied to calculate survival probabilities, and the Log-rank test was used to compare survival curves between treatments. Biochemical parameters, including the activities of catalase (CAT), superoxide dismutase (SOD), ascorbate peroxidase (APX), and peroxidase (POX), as well as total protein content, were analyzed using a 4 × 5 factorial experiment based on a completely randomized design (CRD) with five replicates per treatment. The experimental factors included dietary supplements (five levels) and exposure temperatures (four levels). Biochemical data were subjected to two-way analysis of variance (ANOVA), followed by Tukey’s HSD post-hoc test. To satisfy the assumptions of normality, mortality proportions were arcsine-transformed before analysis; however, all data are presented as untransformed means for clarity. Data visualization was performed using GraphPad Prism.</p>
</sec>
</sec>
<sec id="sec014" sec-type="results">
<title>Results</title>
<sec id="sec015">
<title>Dietary supplements and survival under thermal stress</title>
<p>The Kaplan-Meier survival curves indicated an overall significant survival distribution of honey bees over a 10-day period, where exposed to different concentrations of probiotic and prebiotic (i.e., 0, 2.5, 5, 7.5, and 10 g L<sup>-1</sup>), and to various thermal stress conditions (i.e., 4, 15, 35, and 40 °C) (<xref ref-type="fig" rid="pone.0352149.g001">Fig 1</xref>).</p>
<fig id="pone.0352149.g001" position="float"><object-id pub-id-type="doi">10.1371/journal.pone.0352149.g001</object-id><label>Fig 1</label><caption><title>Kaplan-Meier survival curves of honey bees over 10 days.</title><p>Bees were exposed to different combinations of dietary supplements (probiotics and prebiotics) and temperatures (a: 4 °C, b: 15 °C, c: 35 °C, and d: 40 °C). Statistical differences were determined by comparing each treatment group with the control group. Significant levels are indicated as follows: ns (not significant, <italic>p</italic> &gt; 0.05), ** (<italic>p</italic> &lt; 0.01), and *** (<italic>p</italic> &lt; 0.0001).</p></caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0352149.g001" xlink:type="simple"/></fig>
</sec>
<sec id="sec016">
<title>Thermal stress</title>
<p>The survival probability of honey bees decreased across all groups, indicating the negative impact of cold stress at 4 °C on bee survival (<xref ref-type="fig" rid="pone.0352149.g001">Fig 1a</xref>). The survival probability of the control group experienced a more rapid decline in survival compared to the other treatments, especially later in the experimental period. This indicates that the combination of probiotic and prebiotic supplements ≥ <italic>5p + p</italic> had a positive effect on the survival of honey bees under cold stress at 4 °C (χ<sup>2</sup> = 129.9, df = 4, <italic>p</italic> &lt; 0.0001). The results showed that groups with higher doses of probiotics and prebiotics (i.e., <italic>7.5p + p-4°C</italic>, and <italic>10p + p-4°C</italic>) exhibited a significantly greater survival (&gt;70%) compared to lower doses (i.e., <italic>2.5p + p</italic>,4 °C and <italic>5p + p</italic>,4 °C).</p>
<p>As shown in <xref ref-type="fig" rid="pone.0352149.g001">Fig 1b</xref>, the survival rate was generally higher at 15 °C thermal stress than at 4 °C, but rates still decreased over time. Similar to the 4 °C results, treatment with probiotics and prebiotics significantly improved the survival rate compared to the control group (χ<sup>2</sup> = 59.24; df = 4, <italic>p</italic> &lt; 0.0001). The treatment <italic>10p + p</italic> at 15 °C treatment maintained the highest survival level (&gt;80%) at the end of the experimental period.</p>
<p>The survival rate of all groups when bees were exposed to an optimal temperature (35 °C), was significantly higher (&gt;70%) for all dietary supplements, throughout the 10-day period compared to the other temperatures studied at 4, 15, or 40 °C (χ<sup>2</sup> = 24.88, df = 4, <italic>p</italic> &lt; 0.0001) (<xref ref-type="fig" rid="pone.0352149.g001">Fig 1c</xref>). Honey bee survival exhibited pronounced stability at the thermally optimal temperature of 35 °C. The Kaplan–Meier plot at 35 °C (<xref ref-type="fig" rid="pone.0352149.g001">Fig 1c</xref>) shows that during the early phase of the experiment (approximately days 0–6), survival rates for all treatments, including the control, remained exceptionally high (≈100%) with no detectable decline. Furthermore, at this optimal temperature, the difference between the survival curves for the groups that received nutritional supplements (between 2.5 and 10 g L<sup>-1</sup>) was negligible.</p>
<p>The results indicated that severe heat stress (i.e., 40 °C) rapidly reduced bee survival (<xref ref-type="fig" rid="pone.0352149.g001">Fig 1d</xref>) as a lethal environmental condition. The slope of the survival curves in all groups at 40 °C, declined sharply by the third day of the trial. The honey bees in the control group and those supplemented with the <italic>2.5p + p</italic> nutritional blend exhibited mortality rates of 100% and 96%, respectively, during early exposure to thermal stress at 40°C thermal stress (on day 1). Conversely, bees consuming the <italic>5p + p</italic> combination exhibited an increase in survival duration by one additional day. Survival was further prolonged to two additional days in the 7.<italic>5p + p</italic> group, with the highest concentration (<italic>10p + p</italic> diet) yielding the longest survival time, extended by three days. A significant difference was observed between the survival curves of the different groups (χ<sup>2</sup> = 112.1, df = 4, <italic>p</italic> &lt; 0.0001) (<xref ref-type="fig" rid="pone.0352149.g001">Fig 1d</xref>).</p>
<p>According to our results (<xref ref-type="fig" rid="pone.0352149.g001">Fig 1a</xref>, <xref ref-type="fig" rid="pone.0352149.g001">1b</xref>, and <xref ref-type="fig" rid="pone.0352149.g001">1c</xref>), survival in all groups remained high and close to 100% during the initial phase of the experiment (day 1–4), indicating that exposure to 4, 15, and 35 °C did not cause acute, or rapid mortality. However, survival began to decline over time (starting around day 4–5), suggesting cumulative effects of thermal stress on the bees’ physiology. By the end of the experiment (day 10), the cumulative survival for the control group had decreased by 35–40% at 15 °C, whereas it was higher for the diet treated groups. In contrast, <xref ref-type="fig" rid="pone.0352149.g001">Fig 1d</xref> shows that severe heat stress (40 °C) caused rapid mortality from the beginning of the experiment.</p>
</sec>
<sec id="sec017">
<title>The antioxidant activities</title>
<p>The effects of various concentrations of probiotic and prebiotic supplements (i.e., 2.5, 5, 7.5, and 10 g L<sup>-1</sup>) on the activity of four antioxidant enzymes: catalase (CAT), superoxide dismutase (SOD), peroxidase (POX), and ascorbate peroxidase (APX) in honey bees exposed to different temperatures (i.e., 4, 15, 35, and 40 °C) were evaluated (<xref ref-type="fig" rid="pone.0352149.g002">Fig 2</xref>).</p>
<fig id="pone.0352149.g002" position="float"><object-id pub-id-type="doi">10.1371/journal.pone.0352149.g002</object-id><label>Fig 2</label><caption><title>The effects of different combinations of dietary supplements (probiotics and prebiotics) and temperatures (4 °C, 15 °C, 35 °C, and 40 °C) on activity of antioxidant enzymes (a: CAT, b: SOD, c: POX, and d: APX) in honey bees.</title><p>At each specified temperature, columns labeled with the same letter (a, b, c, and d) are not significantly different (<italic>p &gt; 0.05</italic>).</p></caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0352149.g002" xlink:type="simple"/></fig>
</sec>
<sec id="sec018">
<title>Catalase activity</title>
<p>The impact of various combinations of probiotic and prebiotic supplements on the catalase (CAT) activity of honey bees subjected to different temperatures (<xref ref-type="fig" rid="pone.0352149.g002">Fig 2a</xref>). The highest CAT activity (2594.61 U/g protein) was recorded in the control group at temperature of 15 °C. Conversely, the lowest activity (823.11 U/g protein) was occurred at <italic>10p + p-35°C</italic>, which corresponds to the honey bee colony’s optimal homeostatic temperature. A clear, dose-dependent inverse relationship was observed between supplement concentrations and CAT activity. Across all tested temperatures, particularly at the stressful extremes of 15 and 40 °C, CAT activity was significantly reduced in all supplemented groups compared to the control (F = 228.497, df = 12, <italic>p</italic> &lt; 0.0001) (<xref ref-type="fig" rid="pone.0352149.g002">Fig 2a</xref>). Specifically, the <italic>10p + p</italic> dosage demonstrated the most consistent reduction in CAT activity across most temperature regimes (particularly at 4 and 40 °C) (<xref ref-type="fig" rid="pone.0352149.g002">Fig 2a</xref>).</p>
</sec>
<sec id="sec019">
<title>Superoxide dismutase activity</title>
<p>For all the nutritional supplements, the lowest level of SOD activity occurred at 35 °C. This temperature represents a baseline for SOD activity, as it is optimal for the honey bees’ feeding, survival, and daily activities, causing minimal thermal stress. The results demonstrated an increase in SOD activity at 4, 15, and 40 °C compared to 35 °C. For all diets, the highest SOD activity was observed at 40 °C, followed by 15 °C, and 4 °C, respectively. However, after the application of probiotic and prebiotic supplements, this activity was diminished. This trend indicated that following increasing in the concentration of the supplements from 2.5 to 10 g L<sup>-1</sup>, the activity of the SOD enzyme also decreased across all tested temperatures (F = 51.418, df = 12, <italic>p</italic> &lt; 0.0001) (<xref ref-type="fig" rid="pone.0352149.g002">Fig 2b</xref>).</p>
</sec>
<sec id="sec020">
<title>Peroxidase activity</title>
<p>As seen in <xref ref-type="fig" rid="pone.0352149.g002">Fig 2c</xref>, the highest enzyme level was observed at 15 °C, while 35 °C had the lowest POX activity at all supplement concentrations. At all temperatures, an increase in supplement concentration led to a decrease in POX activity. These results suggested that the tested supplements mitigate oxidative stress in the stressed honey bees, thereby reducing the need for increased POX enzyme production in bees. As the concentration of the supplement compounds increased (from control to 10 g L<sup>-1</sup>), POX activity significantly decreased at all temperatures (F = 29.598, df = 12, <italic>p</italic> &lt; 0.0001).</p>
</sec>
<sec id="sec021">
<title>Ascorbate peroxidase activity</title>
<p>The most severe oxidative stress was unequivocally demonstrated in the control group (no supplementation) at 40 °C, where Ascorbate peroxidase activity (APX) peaked at approximately 3000 U/g protein, representing the highest value across the entire dataset (<xref ref-type="fig" rid="pone.0352149.g002">Fig 2d</xref>). This finding underscores that acute thermal stress at 40 °C acted as the most potent stimulant for activating ascorbate-dependent antioxidant defense mechanisms in the honey bee. In the supplemented groups, APX activity at the lethal 40 °C temperature decreased markedly to 1738.46 with increasing supplement dosage. Specifically, the highest dosage, <italic>10p + p</italic>, reduced APX activity to approximately 1750 U/g protein, a major and vital reduction compared to the 3000 U/g protein observed in the control treatment (F = 108.86, df = 12, <italic>p</italic> &lt; 0.0001). Furthermore, a notable protective effect was observed at the colony’s optimal homeostatic temperature of 35 °C. Here, the higher dosages (<italic>7.5p + p</italic> and <italic>10p + p</italic>) reduced APX activity to the lowest levels overall in the experiment (ranging from approximately 650–850 U/g protein).</p>
</sec>
</sec>
<sec id="sec022" sec-type="conclusions">
<title>Discussion</title>
<p>We evaluated the efficacy of probiotic (i.e., Progen) and prebiotic (i.e., Inulin) supplementation across a range of temperatures (4, 15, 35, and 40 °C), providing novel insight into the role of these dietary interventions in modulating honey bee resilience. This study systematically elucidated how the magnitude and direction of thermal stress dictate considerable benefits of gut microbiome-modulating supplements. We found that exposure to a low temperature (4 °C) resulted in a significant reduction in honey bee survival, which aligns with previous empirical findings on the severe thermal stress [<xref ref-type="bibr" rid="pone.0352149.ref016">16</xref>]. Honey bees, despite their remarkable ability to cluster and thermoregulation in winter, are highly susceptible to prolonged exposure to temperatures below their optimal physiological range [<xref ref-type="bibr" rid="pone.0352149.ref048">48</xref>]. For instance, Stabentheiner et al. [<xref ref-type="bibr" rid="pone.0352149.ref049">49</xref>] demonstrated that sustained low temperatures lead to an increase in energy expenditure and a reduction in individual lifespan in both isolated bees and small clusters. In general, based on the results of the Kaplan-Meier survival curves, it can be concluded that probiotic and prebiotic dietary supplements exert a significant positive effect on longevity under thermal stress. Our results show that increasing the supplement dosage improves resistance to both cold and heat stress, thereby reducing mortality. Specifically, evaluating the supplement dosage to 10 g L<sup>-1</sup> led to improved health and survival of honey bee colonies under simulated adverse weather conditions.</p>
<p>Numerous studies have demonstrated the capacity of beneficial microorganisms to enhance honey bee resilience against various environmental and biological stressors. For instance, Liu et al. [<xref ref-type="bibr" rid="pone.0352149.ref050">50</xref>] showed that supplementation with specific strains of <italic>Lactobacillus</italic> spp. and <italic>Bifidobacterium</italic> spp. could improve the overwintering success of honey bee colonies, which inherently involves coping with prolonged cold exposure. Similarly, Dolezal et al. [<xref ref-type="bibr" rid="pone.0352149.ref051">51</xref>] found that cold acclimation and diet, which influences gut health, could impact the survival of individual bees, providing a foundational baseline for our observed effects. Raymann and Moran [<xref ref-type="bibr" rid="pone.0352149.ref052">52</xref>] and Zheng et al. [<xref ref-type="bibr" rid="pone.0352149.ref053">53</xref>] extensively reviewed the critical role of the indigenous honey bee gut microbiota in nutrient processing and immune system function, suggesting that improving these systems could greatly reduce the metabolic demands caused by cold stress.</p>
<p>The survival dynamics of bees observed at 15 °C in our control group reflected a moderate cold stress scenario. Survival was higher than at 4 °C but still substantially lower than at 35 °C over time. These findings are consistent with studies showing that while honey bees can survive at temperatures above their chill coma threshold (typically around 8−10 °C), prolonged exposure to moderate cold increases metabolic demands, reduces activity, and ultimately shortens lifespan compared to optimal conditions [<xref ref-type="bibr" rid="pone.0352149.ref054">54</xref>]. Although these temperatures are not acutely lethal to bees, they impose a chronic physiological cost that gradually impacts survival [<xref ref-type="bibr" rid="pone.0352149.ref055">55</xref>], as our data clearly illustrate. Our survival analysis unequivocally demonstrates a significant and dose-dependent enhancement of honey bee survival when supplemented with probiotics and prebiotics under cold stress conditions, at both 4 °C (extreme cold) and 15 °C (moderate cold). The survival curves for supplemented groups consistently outperformed the respective control groups, with higher doses (i.e., 7.5 and 10 g L<sup>-1</sup>) exhibiting superior protective effects. This marked improvement in cold tolerance is a pivotal finding, aligning with and extending recent evidence suggesting the critical role of a robust gut microbiome in honey bee health and stress physiology [<xref ref-type="bibr" rid="pone.0352149.ref033">33</xref>,<xref ref-type="bibr" rid="pone.0352149.ref056">56</xref>].</p>
<p>Probiotic supplementation likely works by reinforcing a healthy gut microbial community, thereby enhancing the host’s physiological capacity to cope with cold-induced challenges [<xref ref-type="bibr" rid="pone.0352149.ref057">57</xref>]. This includes improved digestion and nutrient absorption, leading to greater energy reserves vital for thermogenesis and maintaining metabolic homeostasis at low temperatures [<xref ref-type="bibr" rid="pone.0352149.ref058">58</xref>]. Furthermore, gut microbiota is known to modulate host immune responses [<xref ref-type="bibr" rid="pone.0352149.ref059">59</xref>]. Probiotics could upregulate key immune genes or pathways, such as the production of antimicrobial peptides (AMPs), which are crucial for fending off secondary infections that may arise during cold stress when the bee’s immune system is compromised [<xref ref-type="bibr" rid="pone.0352149.ref060">60</xref>,<xref ref-type="bibr" rid="pone.0352149.ref061">61</xref>]. Concurrently, the prebiotics likely act synergistically by selectively stimulating the growth and metabolic activity of beneficial endogenous gut bacteria, thereby maximizing the probiotic effect [<xref ref-type="bibr" rid="pone.0352149.ref056">56</xref>]. Our results strongly suggest that these supplements represent a viable strategy for enhancing honey bee resilience in cold climates.</p>
<p>The underlying mechanisms for this enhanced cold resilience are likely multifaceted. Firstly, a healthy gut microbiota, fostered by probiotic and prebiotic intervention, is instrumental in optimizing nutrient digestion and absorption [<xref ref-type="bibr" rid="pone.0352149.ref003">3</xref>]. In cold environments, honey bees exhibit increased metabolic rates to maintain body temperature [<xref ref-type="bibr" rid="pone.0352149.ref062">62</xref>], necessitating efficient energy acquisition. An enhanced gut microbiome can augment the breakdown of complex carbohydrates and facilitate the synthesis of essential vitamins and amino acids, thus providing readily available energy substrates for thermogenesis and metabolic repair [<xref ref-type="bibr" rid="pone.0352149.ref063">63</xref>]. Secondly, probiotics are known to modulate the host’s immune system [<xref ref-type="bibr" rid="pone.0352149.ref064">64</xref>]. Cold stress can suppress immune responses, rendering bees more susceptible to opportunistic pathogens. By enriching beneficial bacterial populations, these supplements may prime the honey bee’s innate immune system, leading to an upregulation of antimicrobial peptides (AMPs) or other immune effectors, thereby bolstering defense against secondary infections commonly associated with cold-induced stress [<xref ref-type="bibr" rid="pone.0352149.ref052">52</xref>,<xref ref-type="bibr" rid="pone.0352149.ref061">61</xref>]. Furthermore, some probiotic strains (<italic>Lactobacillus</italic> and <italic>Bifidobacterium</italic>) possess antioxidant properties, potentially mitigating cold-induced oxidative stress, which contributes to cellular damage and reduced longevity [<xref ref-type="bibr" rid="pone.0352149.ref065">65</xref>]. The observed dose-response relationship implies that a critical threshold or optimal density of beneficial microbes or their metabolites is required to exert these protective effects effectively under cold challenge.</p>
<p>In sharp contrast to cold stress, probiotic and prebiotic supplementation conferred no discernible survival advantage to honey bees exposed to extreme heat (40 °C). All experimental groups, including the control, exhibited a rapid and severe decline in survival, with their respective curves closely converging. This striking lack of efficacy at 40 °C underscores the inherent physiological limits of honey bees and the overwhelming nature of severe thermal shock. This finding suggests that the physiological and cellular damage caused by extreme heat, such as protein denaturation and enzyme dysfunction, overwhelms any potential positive effects of probiotics on gut health or the immune system [<xref ref-type="bibr" rid="pone.0352149.ref066">66</xref>]. The protective mechanisms of probiotics are completely overshadowed by the direct thermal damage. These results are consistent with the findings of Zhao et al. [<xref ref-type="bibr" rid="pone.0352149.ref016">16</xref>], who noted that probiotics may be more effective in enhancing resistance to cold stress (e.g., through improved energy metabolism or immune function under less acute conditions) rather than in combating severe thermal damage. The precipitous drop in survival observed in our 40 °C control group is consistent with the fact that temperatures exceeding the honey bee’s critical thermal maximum become lethal very quickly. At temperatures above 35–36 °C, the metabolic costs for cooling increase dramatically, and sustained temperatures above 38 °C can lead to heat stroke and irreversible cellular damage, including protein denaturation, enzyme inactivation, and membrane disruption [<xref ref-type="bibr" rid="pone.0352149.ref048">48</xref>,<xref ref-type="bibr" rid="pone.0352149.ref059">59</xref>]. Studies on thermal tolerance in various insect species show steep survival curves once temperatures surpass species-specific thresholds [<xref ref-type="bibr" rid="pone.0352149.ref067">67</xref>]. Rachman and Huang [<xref ref-type="bibr" rid="pone.0352149.ref068">68</xref>] specifically highlight heat stress as an emerging threat to honey bees, reviewing how high temperatures directly impact bee physiology and colony health, mirroring the severe mortality rates depicted in our 40 °C survival curve. This underscores that 40 °C represents an acutely lethal condition for individual worker bees, lying completely beyond their physiological compensatory mechanisms.</p>
<p>Regarding the lack of efficacy of supplements under extreme heat stress (40 °C), our results resonate with the general understanding of the severe physiological limitations of honey bees to supra-optimal temperatures. While specific studies directly testing probiotics under such acute, high-temperature stress in bees are less common, the general consensus in insect physiology is that temperatures exceeding a critical thermal maximum lead to rapid and irreversible damage. This damage quickly surpasses the capacity of most internal protective mechanisms, including those potentially enhanced by gut microbiota [<xref ref-type="bibr" rid="pone.0352149.ref048">48</xref>,<xref ref-type="bibr" rid="pone.0352149.ref069">69</xref>]. The immediate denaturing effects of extreme heat on proteins and cellular structures likely overwhelm the more subtle, long-term benefits conferred by gut health. This emphasizes the critical need for behavioral and physical thermoregulation (e.g., fanning, water foraging, hive ventilation, winter isolation, and shading), rather than nutritional supplements, as primary strategies for mitigating severe heat stress in beekeeping practices [<xref ref-type="bibr" rid="pone.0352149.ref070">70</xref>].</p>
<p>Conversely, our results demonstrating high and persistent survival rates in the control group at 35 °C are entirely expected and validate the choice of this temperature as an optimal or “benign” condition for honey bees. This temperature range (32–36 °C) is widely recognized as the optimal brood nest temperature maintained by the colony for successful development and adult bee physiology [<xref ref-type="bibr" rid="pone.0352149.ref071">71</xref>]. At this temperature, metabolic demands for thermoregulation are minimal, and physiological processes operate at peak efficiency, leading to maximum longevity under controlled conditions [<xref ref-type="bibr" rid="pone.0352149.ref062">62</xref>]. The relatively stable survival curve at 35 °C serves as a crucial experimental baseline, emphasizing the importance of thermal homeostasis for honey bee vitality.</p>
<p>Our findings at 4 °C and 15 °C strongly support the view that probiotic and prebiotic supplements act as stress-mitigating agents under cold conditions. These results are consistent with research indicating that a healthy gut microbiota can enhance honey bee metabolism and immune function [<xref ref-type="bibr" rid="pone.0352149.ref050">50</xref>]. While we did not directly analyze the gut microbiota population dynamics, our results are consistent with findings by Liu et al. [<xref ref-type="bibr" rid="pone.0352149.ref050">50</xref>], where microbial health was directly linked to improved physiological and immune responses in honey bees. This further highlights the importance of investigating specific microbiota alteration in future studies.</p>
<p>Cold stress, like any other physiological stressor, can lead to oxidative stress and a rapid depletion of energy reserves [<xref ref-type="bibr" rid="pone.0352149.ref072">72</xref>]. We propose that our supplements help bees preserve vital energy reserves, allowing them to more effectively cope with cold-induced metabolic pressures by improving nutrient absorption and digestive performance. Furthermore, probiotics help strengthen the host immune response [<xref ref-type="bibr" rid="pone.0352149.ref073">73</xref>], which provides a critical advantage under stressful conditions where immune function is compromised [<xref ref-type="bibr" rid="pone.0352149.ref065">65</xref>]. The dose-dependent effect observed in the survival curves potentially suggested that a richer and more stable microbial community, achieved with higher supplement concentrations, provides a greater tier of protection against thermal stresses. These findings align with those of Kwong et al. [<xref ref-type="bibr" rid="pone.0352149.ref059">59</xref>] and Kešnerová et al. [<xref ref-type="bibr" rid="pone.0352149.ref074">74</xref>], who emphasized that a diverse and stable gut microbiome is crucial for maintaining bee health and coping with environmental stressors.</p>
<p>Studies on thermal regulation and heat stress in honey bees have shown that temperatures exceeding the optimal physiological range can be rapidly lethal, regardless of nutritional status, primarily because a bee’s response shifts from active thermoregulation to heat avoidance and basic physiological survival [<xref ref-type="bibr" rid="pone.0352149.ref062">62</xref>]. We showed that nutritional supplementation did not improve the survival of bees, when bees were exposed to a high temperature of 40 °C.</p>
<p>The application of probiotic and prebiotic dietary supplements represents a highly promising strategy to safeguard honey bee health against environmental and physiological stressors. Probiotics, particularly lactic acid bacteria such as <italic>Lactobacillus</italic> and <italic>Bifidobacterium</italic> species, play a fundamental role in maintaining gut microbiota homeostasis, stimulating the host’s immune response, and producing antimicrobial substances that competitively exclude enteric pathogens [<xref ref-type="bibr" rid="pone.0352149.ref028">28</xref>,<xref ref-type="bibr" rid="pone.0352149.ref057">57</xref>]. Furthermore, specific strains of bee-derived lactic acid bacteria have been shown to upregulate host antioxidant defense pathways, mitigating cellular damage induced by excessive oxidative stress [<xref ref-type="bibr" rid="pone.0352149.ref075">75</xref>]. To complement these living microbes, prebiotics (non-digestible carbohydrates such as inulin and fructooligosaccharides) serve as vital metabolic substrates that selectively nourish beneficial endogenous microflora, further enhancing nutrient digestion and gut structural integrity [<xref ref-type="bibr" rid="pone.0352149.ref028">28</xref>,<xref ref-type="bibr" rid="pone.0352149.ref076">76</xref>]. By stabilizing the gut microbiome and dampening oxidative stress, the synergistic use of these dietary compounds offers a powerful mechanism to bolster colony resilience and survival in the face of escalating thermal and environmental challenges. These findings are consistent with our results, which suggest that probiotic and prebiotic food supplements can be promising and beneficial dietary compounds for honey bees. They can help bees overcome gut dysbiosis and increase their resistance to environmental stressors by influencing their immune system and antioxidant defenses. This, in turn, can mitigate the adverse effects of ambient temperature, thus increasing bee survival and longevity [<xref ref-type="bibr" rid="pone.0352149.ref077">77</xref>]. A healthy gut optimizes nutrient absorption and reduces the production of toxic and stressful compounds, which subsequently reduces the oxidative stress burden on the body. Conversely, in the supplemented groups in our study, the presence of probiotics and/or prebiotics acts prophylactically. By reducing the production of stressful compounds (e.g., toxic metabolites, high Reactive Oxygen Species (ROS)), and enhancing gut barrier integrity upstream, overall cellular stress is mitigated. Therefore, the observed reduction in enzymatic activity in the supplement group is not a sign of physiological failure, but rather a beneficial consequence: the body’s defensive system is less challenged, and the high energetic cost of maintaining elevated enzyme activity is spared. The reduction in the oxidative stress burden is achieved through two empirically validated probiotic mechanisms. The first mechanism involves the optimization of the gut environment and metabolism. Probiotics improve digestive system function by producing beneficial metabolites. A healthier, optimized gut ensures more efficient nutrient absorption and systemically reduces toxicity, thereby lowering the overall metabolic and oxidative stress burden imposed on the host cells [<xref ref-type="bibr" rid="pone.0352149.ref078">78</xref>]. The second mechanism is the direct antioxidant contribution of the microflora. Scientific evidence indicates that certain probiotic strains, especially those belonging to the <italic>Lactobacillus</italic> and <italic>Bifidobacterium</italic> genera, possess intrinsic antioxidant properties [<xref ref-type="bibr" rid="pone.0352149.ref079">79</xref>]. These strains can directly contribute to the scavenging of Reactive Oxygen Species (ROS) within the gut lumen, significantly reducing the amount of oxidative damage that would subsequently need to be neutralized by the honey bee’s endogenous cellular enzymes [<xref ref-type="bibr" rid="pone.0352149.ref065">65</xref>]. In summary, the observed reduction in the activity of antioxidant enzymes in the supplemented groups is a clear metric of successful stress mitigation at an earlier stage by the supplements, which is entirely consistent with their established dual role in health modulation and direct antioxidant support.</p>
<p>The findings of this study revealed that at severe cold temperatures (4 °C) compared to moderate cold temperatures (15 °C), the activity of the studied enzymes was impaired and reduced, despite the stress-inducing conditions. This is in agreement with similar results reported in the study by Mucci et al. [<xref ref-type="bibr" rid="pone.0352149.ref065">65</xref>] on SOD and CAT activity. The reason for this change in enzyme activity, as specifically noted in those articles, is the suppression of antioxidant pathways in the cold. Because SOD, CAT, and APX are proteins, extremely high temperatures can lead to their denaturation and a subsequent loss of enzymatic activity. This prevents the enzymes from functioning effectively, even with an increased need for the clearance of reactive oxygen species (ROS). The results of this study regarding survival at high temperatures support this phenomenon and are consistent with the findings in the review article by Rachman and Huang [<xref ref-type="bibr" rid="pone.0352149.ref068">68</xref>]. While we found an increase in enzyme activity at high temperatures (<xref ref-type="fig" rid="pone.0352149.g002">Fig 2</xref>), Li et al. [<xref ref-type="bibr" rid="pone.0352149.ref080">80</xref>] showed a short-term heat stress at various temperatures (38, 40, and 42 °C) increased the activity of the SOD, CAT, and POD enzymes in the predatory mite <italic>Neoseiulus barkeri</italic> Hughes<italic>.</italic></p>
<p>While this study highlights the distinct benefits of synbiotic supplementation, certain limitations remain. The experimental design focused on the combined effect to maximize protection, but did not include separate probiotic and prebiotic groups to isolate individual contributions. Furthermore, this research utilized newly emerged bees to ensure a standardized baseline for assessing the direct efficacy of the supplements. However, we acknowledge that this model bypasses the natural acquisition of gut microbiota through trophallaxis with mature workers, which is a fundamental aspect of bee physiology. Consequently, the absence of an intact, naturally-acquired microbiota as a control group may limit the immediate generalizability of these results to whole-colony dynamics. Additionally, direct gut microbial profiling (e.g., 16S rRNA sequencing) and assessment of antimicrobial peptides (AMPs) were not performed in this study. Future research integrating high-throughput sequencing and transcriptomic analysis of immune genes is needed to fully elucidate the molecular pathways and potential synergistic mechanisms. Finally, field trials will also be essential to validate these laboratory findings in functional apiaries where complex social interactions and natural microbial inoculation occur.</p>
</sec>
<sec id="sec023" sec-type="conclusions">
<title>Conclusions</title>
<p>Giving the multiple negative factors contributing to pollinators decline, understanding and addressing the nutritional requirements of honey bees is critical for maintaining bee colony health. Probiotics, particularly when combined with prebiotics, represent a promising and beneficial dietary supplementation strategy for supporting gut homeostasis and reducing dysbiosis in honey bees. By modulating immune function and antioxidant defenses, these supplements can enhance resilience to environmental stressors, including extreme temperatures. In this study, dietary supplementation was associated with improved survival and physiological stability under adverse thermal conditions. Collectively, these findings highlighted that targeted nutritional interventions may be an effective approach to improving honey bee colonies tolerance to temperature-related stress, thereby supporting colony survival and performance, and apiary management under challenging environmental conditions.</p>
</sec>
<sec id="sec024" sec-type="supplementary-material">
<title>Supporting information</title>
<supplementary-material id="pone.0352149.s001" mimetype="image/png" position="float" xlink:href="info:doi/10.1371/journal.pone.0352149.s001" xlink:type="simple">
<label>S1 Fig</label>
<caption>
<title>Plastic bioassay cage specifically designed for testing thermal stress in honey bees.</title>
<p>The cage includes two gravity feeder tubes for supplying syrup and water, as well as a side tube for pollen feeding. The cage walls contain ventilation holes to provide airflow.</p>
<p>(PNG)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
<ref-list>
<title>References</title>
<ref id="pone.0352149.ref001"><label>1</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Cridland</surname> <given-names>JM</given-names></name>, <name name-style="western"><surname>Tsutsui</surname> <given-names>ND</given-names></name>, <name name-style="western"><surname>Ramírez</surname> <given-names>SR</given-names></name>. <article-title>The Complex demographic history and evolutionary origin of the western honey bee, <italic>Apis Mellifera</italic></article-title>. <source>Genome Biol Evol</source>. <year>2017</year>;<volume>9</volume>(<issue>2</issue>):<fpage>457</fpage>–<lpage>72</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/gbe/evx009" xlink:type="simple">10.1093/gbe/evx009</ext-link></comment> <object-id pub-id-type="pmid">28164223</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref002"><label>2</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Hristov</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Shumkova</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Palova</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Neov</surname> <given-names>B</given-names></name>. <article-title>Honey bee colony losses: why are honey bees disappearing?</article-title> <source>Sociobiology</source>. <year>2021</year>;<volume>68</volume>(<issue>1</issue>):e5851. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.13102/sociobiology.v68i1.5851" xlink:type="simple">10.13102/sociobiology.v68i1.5851</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref003"><label>3</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Engel</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Kwong</surname> <given-names>WK</given-names></name>, <name name-style="western"><surname>McFrederick</surname> <given-names>Q</given-names></name>, <name name-style="western"><surname>Anderson</surname> <given-names>KE</given-names></name>, <name name-style="western"><surname>Barribeau</surname> <given-names>SM</given-names></name>, <name name-style="western"><surname>Chandler</surname> <given-names>JA</given-names></name>, <etal>et al</etal>. <article-title>The bee microbiome: impact on bee health and model for evolution and ecology of host-microbe interactions</article-title>. <source>mBio</source>. <year>2016</year>;<volume>7</volume>(<issue>2</issue>):e02164–<lpage>15</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1128/mBio.02164-15" xlink:type="simple">10.1128/mBio.02164-15</ext-link></comment> <object-id pub-id-type="pmid">27118586</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref004"><label>4</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Soroye</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Newbold</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Kerr</surname> <given-names>J</given-names></name>. <article-title>Climate change contributes to widespread declines among bumble bees across continents</article-title>. <source>Science</source>. <year>2020</year>;<volume>367</volume>(<issue>6478</issue>):<fpage>685</fpage>–<lpage>8</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1126/science.aax8591" xlink:type="simple">10.1126/science.aax8591</ext-link></comment> <object-id pub-id-type="pmid">32029628</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref005"><label>5</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Goulson</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Nicholls</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Botías</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Rotheray</surname> <given-names>EL</given-names></name>. <article-title>Bee declines driven by combined stress from parasites, pesticides, and lack of flowers</article-title>. <source>Science</source>. <year>2015</year>;<volume>347</volume>(<issue>6229</issue>):<fpage>1255957</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1126/science.1255957" xlink:type="simple">10.1126/science.1255957</ext-link></comment> <object-id pub-id-type="pmid">25721506</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref006"><label>6</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>López-Uribe</surname> <given-names>MM</given-names></name>, <name name-style="western"><surname>Ricigliano</surname> <given-names>VA</given-names></name>, <name name-style="western"><surname>Simone-Finstrom</surname> <given-names>M</given-names></name>. <article-title>Defining pollinator health: a holistic approach based on ecological, genetic, and physiological factors</article-title>. <source>Annu Rev Anim Biosci</source>. <year>2020</year>;<volume>8</volume>:<fpage>269</fpage>–<lpage>94</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1146/annurev-animal-020518-115045" xlink:type="simple">10.1146/annurev-animal-020518-115045</ext-link></comment> <object-id pub-id-type="pmid">31618045</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref007"><label>7</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Nicholson</surname> <given-names>CC</given-names></name>, <name name-style="western"><surname>Egan</surname> <given-names>PA</given-names></name>. <article-title>Natural hazard threats to pollinators and pollination</article-title>. <source>Glob Chang Biol</source>. <year>2020</year>;<volume>26</volume>(<issue>2</issue>):<fpage>380</fpage>–<lpage>91</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/gcb.14840" xlink:type="simple">10.1111/gcb.14840</ext-link></comment> <object-id pub-id-type="pmid">31621147</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref008"><label>8</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Li</surname> <given-names>Z</given-names></name>, <name name-style="western"><surname>Huang</surname> <given-names>ZY</given-names></name>, <name name-style="western"><surname>Sharma</surname> <given-names>DB</given-names></name>, <name name-style="western"><surname>Xue</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Wang</surname> <given-names>Z</given-names></name>, <name name-style="western"><surname>Ren</surname> <given-names>B</given-names></name>. <article-title>Drone and worker brood microclimates are regulated differentially in honey bees, <italic>Apis mellifera</italic></article-title>. <source>PLoS One</source>. <year>2016</year>;<volume>11</volume>(<issue>2</issue>):e0148740. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0148740" xlink:type="simple">10.1371/journal.pone.0148740</ext-link></comment> <object-id pub-id-type="pmid">26882104</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref009"><label>9</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Zhang</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Li</surname> <given-names>X</given-names></name>, <name name-style="western"><surname>Jiang</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Liu</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Zhang</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Ma</surname> <given-names>W</given-names></name>. <article-title>Comparative transcriptome analysis of adult worker bees under short-term heat stress</article-title>. <source>Front Ecol Evol</source>. <year>2023</year>;<volume>11</volume>:<fpage>1099015</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1099015" xlink:type="simple">10.3389/fevo.2023.1099015</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref010"><label>10</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Kunat-Budzyńska</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Łabuć</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Ptaszyńska</surname> <given-names>AA</given-names></name>. <article-title>Changes in enzymatic activity and oxidative stress in honeybees kept in the apiary and laboratory conditions during the course of nosemosis</article-title>. <source>PLoS One</source>. <year>2025</year>;<volume>20</volume>(<issue>1</issue>):e0317384. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0317384" xlink:type="simple">10.1371/journal.pone.0317384</ext-link></comment> <object-id pub-id-type="pmid">39813262</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref011"><label>11</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Tahir</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Goblirsch</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Adamczyk</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Karim</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Alburaki</surname> <given-names>M</given-names></name>. <article-title>Honey bee <italic>Apis mellifera</italic> L. responses to oxidative stress induced by pharmacological and pesticidal compounds</article-title>. <source>Front Bee Sci</source>. <year>2023</year>;<volume>1</volume>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/frbee.2023.1275862" xlink:type="simple">10.3389/frbee.2023.1275862</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref012"><label>12</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Medrzycki</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Sgolastra</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Bortolotti</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Bogo</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Tosi</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Padovani</surname> <given-names>E</given-names></name>, <etal>et al</etal>. <article-title>Influence of brood rearing temperature on honey bee development and susceptibility to poisoning by pesticides</article-title>. <source>J Apic Res</source>. <year>2010</year>;<volume>49</volume>(<issue>1</issue>):<fpage>52</fpage>–<lpage>9</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3896/ibra.1.49.1.07" xlink:type="simple">10.3896/ibra.1.49.1.07</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref013"><label>13</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Groh</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Tautz</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Rössler</surname> <given-names>W</given-names></name>. <article-title>Synaptic organization in the adult honey bee brain is influenced by brood-temperature control during pupal development</article-title>. <source>Proc Natl Acad Sci U S A</source>. <year>2004</year>;<volume>101</volume>(<issue>12</issue>):<fpage>4268</fpage>–<lpage>73</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1073/pnas.0400773101" xlink:type="simple">10.1073/pnas.0400773101</ext-link></comment> <object-id pub-id-type="pmid">15024125</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref014"><label>14</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Tautz</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Maier</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Groh</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Rossler</surname> <given-names>W</given-names></name>, <name name-style="western"><surname>Brockmann</surname> <given-names>A</given-names></name>. <article-title>Behavioral performance in adult honey bees is influenced by the temperature experienced during their pupal development</article-title>. <source>Proc Natl Acad Sci U S A</source>. <year>2003</year>;<volume>100</volume>(<issue>12</issue>):<fpage>7343</fpage>–<lpage>7</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1073/pnas.1232346100" xlink:type="simple">10.1073/pnas.1232346100</ext-link></comment> <object-id pub-id-type="pmid">12764227</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref015"><label>15</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Jones</surname> <given-names>JC</given-names></name>, <name name-style="western"><surname>Helliwell</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Beekman</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Maleszka</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Oldroyd</surname> <given-names>BP</given-names></name>. <article-title>The effects of rearing temperature on developmental stability and learning and memory in the honey bee, <italic>Apis mellifera</italic></article-title>. <source>J Comp Physiol A Neuroethol Sens Neural Behav Physiol</source>. <year>2005</year>;<volume>191</volume>(<issue>12</issue>):<fpage>1121</fpage>–<lpage>9</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00359-005-0035-z" xlink:type="simple">10.1007/s00359-005-0035-z</ext-link></comment> <object-id pub-id-type="pmid">16049697</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref016"><label>16</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Zhao</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Li</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Guo</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Li</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Liu</surname> <given-names>Q</given-names></name>, <name name-style="western"><surname>Xu</surname> <given-names>B</given-names></name>, <etal>et al</etal>. <article-title>Response mechanisms to heat stress in bees</article-title>. <source>Apidologie</source>. <year>2021</year>;<volume>52</volume>(<issue>2</issue>):<fpage>388</fpage>–<lpage>99</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s13592-020-00830-w" xlink:type="simple">10.1007/s13592-020-00830-w</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref017"><label>17</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Alqarni</surname> <given-names>AS</given-names></name>. <article-title>Differential foraging of indigenous and exotic honeybee (<italic>Apis mellifera</italic> L.) races on nectar-rich flow in a subtropical ecosystem</article-title>. <source>Insects</source>. <year>2020</year>;<volume>11</volume>(<issue>4</issue>):<fpage>254</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/insects11040254" xlink:type="simple">10.3390/insects11040254</ext-link></comment> <object-id pub-id-type="pmid">32325889</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref018"><label>18</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Bordier</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Suchail</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Pioz</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Devaud</surname> <given-names>JM</given-names></name>, <name name-style="western"><surname>Collet</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Charreton</surname> <given-names>M</given-names></name>, <etal>et al</etal>. <article-title>Stress response in honeybees is associated with changes in task-related physiology and energetic metabolism</article-title>. <source>J Insect Physiol</source>. <year>2017</year>;<volume>98</volume>:<fpage>47</fpage>–<lpage>54</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jinsphys.2016.11.013" xlink:type="simple">10.1016/j.jinsphys.2016.11.013</ext-link></comment> <object-id pub-id-type="pmid">27908721</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref019"><label>19</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Medina</surname> <given-names>RG</given-names></name>, <name name-style="western"><surname>Paxton</surname> <given-names>RJ</given-names></name>, <name name-style="western"><surname>De Luna</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Fleites-Ayil</surname> <given-names>FA</given-names></name>, <name name-style="western"><surname>Medina Medina</surname> <given-names>LA</given-names></name>, <name name-style="western"><surname>Quezada-Euán</surname> <given-names>JJG</given-names></name>. <article-title>Developmental stability, age at onset of foraging and longevity of Africanized honey bees (<italic>Apis mellifera</italic> L.) under heat stress (Hymenoptera: Apidae)</article-title>. <source>J Therm Biol</source>. <year>2018</year>;<volume>74</volume>:<fpage>214</fpage>–<lpage>25</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jtherbio.2018.04.003" xlink:type="simple">10.1016/j.jtherbio.2018.04.003</ext-link></comment> <object-id pub-id-type="pmid">29801630</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref020"><label>20</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Greenop</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Mica-Hawkyard</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Walkington</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Wilby</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Cook</surname> <given-names>SM</given-names></name>, <name name-style="western"><surname>Pywell</surname> <given-names>RF</given-names></name>, <etal>et al</etal>. <article-title>Equivocal evidence for colony level stress effects on bumble bee pollination services</article-title>. <source>Insects</source>. <year>2020</year>;<volume>11</volume>(<issue>3</issue>):<fpage>191</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/insects11030191" xlink:type="simple">10.3390/insects11030191</ext-link></comment> <object-id pub-id-type="pmid">32197403</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref021"><label>21</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Sperandio</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Simonetto</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Carnesecchi</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Costa</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Hatjina</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Tosi</surname> <given-names>S</given-names></name>, <etal>et al</etal>. <article-title>Beekeeping and honey bee colony health: a review and conceptualization of beekeeping management practices implemented in Europe</article-title>. <source>Sci Total Environ</source>. <year>2019</year>;<volume>696</volume>:<fpage>133795</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.scitotenv.2019.133795" xlink:type="simple">10.1016/j.scitotenv.2019.133795</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref022"><label>22</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Balieira</surname> <given-names>KVB</given-names></name>, <name name-style="western"><surname>Mazzo</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Bizerra</surname> <given-names>PFV</given-names></name>, <name name-style="western"><surname>Guimarães</surname> <given-names>ARDJS</given-names></name>, <name name-style="western"><surname>Nicodemo</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Mingatto</surname> <given-names>FE</given-names></name>. <article-title>Imidacloprid-induced oxidative stress in honey bees and the antioxidant action of caffeine</article-title>. <source>Apidologie</source>. <year>2018</year>;<volume>49</volume>(<issue>5</issue>):<fpage>562</fpage>–<lpage>72</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s13592-018-0583-1" xlink:type="simple">10.1007/s13592-018-0583-1</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref023"><label>23</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Karavan</surname> <given-names>VV</given-names></name>, <name name-style="western"><surname>Kachmaryk</surname> <given-names>DY</given-names></name>, <name name-style="western"><surname>Cherevatov</surname> <given-names>VF</given-names></name>, <name name-style="western"><surname>Yazlovytska</surname> <given-names>LS</given-names></name>. <article-title>Influence of wintering temperature on the state of the antioxidative system in <italic>Apis mellifera</italic> L</article-title>. <source>Anim Biol</source>. <year>2021</year>;<volume>23</volume>(<issue>4</issue>):<fpage>32</fpage>–<lpage>42</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.15407/animbiol23.04.032" xlink:type="simple">10.15407/animbiol23.04.032</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref024"><label>24</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Lu</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Bai</surname> <given-names>Q</given-names></name>, <name name-style="western"><surname>Zheng</surname> <given-names>X</given-names></name>, <name name-style="western"><surname>Lu</surname> <given-names>Z</given-names></name>. <article-title>Expression and enzyme activity of catalase in <italic>Chilo suppressalis</italic> (Lepidoptera: Crambidae) Is Responsive to Environmental Stresses</article-title>. <source>J Econ Entomol</source>. <year>2017</year>;<volume>110</volume>(<issue>4</issue>):<fpage>1803</fpage>–<lpage>12</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/jee/tox117" xlink:type="simple">10.1093/jee/tox117</ext-link></comment> <object-id pub-id-type="pmid">28419293</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref025"><label>25</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Badiou-Bénéteau</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Carvalho</surname> <given-names>SM</given-names></name>, <name name-style="western"><surname>Brunet</surname> <given-names>J-L</given-names></name>, <name name-style="western"><surname>Carvalho</surname> <given-names>GA</given-names></name>, <name name-style="western"><surname>Buleté</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Giroud</surname> <given-names>B</given-names></name>, <etal>et al</etal>. <article-title>Development of biomarkers of exposure to xenobiotics in the honey bee <italic>Apis mellifera</italic>: application to the systemic insecticide thiamethoxam</article-title>. <source>Ecotoxicol Environ Saf</source>. <year>2012</year>;<volume>82</volume>:<fpage>22</fpage>–<lpage>31</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ecoenv.2012.05.005" xlink:type="simple">10.1016/j.ecoenv.2012.05.005</ext-link></comment> <object-id pub-id-type="pmid">22683234</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref026"><label>26</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Nikolić</surname> <given-names>TV</given-names></name>, <name name-style="western"><surname>Purać</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Orčić</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Kojić</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Vujanović</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Stanimirović</surname> <given-names>Z</given-names></name>, <etal>et al</etal>. <article-title>Environmental effects on superoxide dismutase and catalase activity and expression in honey bee</article-title>. <source>Arch Insect Biochem Physiol</source>. <year>2015</year>;<volume>90</volume>(<issue>4</issue>):<fpage>181</fpage>–<lpage>94</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/arch.21253" xlink:type="simple">10.1002/arch.21253</ext-link></comment> <object-id pub-id-type="pmid">26314562</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref027"><label>27</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Powell</surname> <given-names>JE</given-names></name>, <name name-style="western"><surname>Martinson</surname> <given-names>VG</given-names></name>, <name name-style="western"><surname>Urban-Mead</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Moran</surname> <given-names>NA</given-names></name>. <article-title>Routes of acquisition of the gut microbiota of the honey bee <italic>Apis mellifera</italic></article-title>. <source>Appl Environ Microbiol</source>. <year>2014</year>;<volume>80</volume>(<issue>23</issue>):<fpage>7378</fpage>–<lpage>87</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1128/AEM.01861-14" xlink:type="simple">10.1128/AEM.01861-14</ext-link></comment> <object-id pub-id-type="pmid">25239900</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref028"><label>28</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Borges</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Guzman-Novoa</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Goodwin</surname> <given-names>PH</given-names></name>. <article-title>Effects of prebiotics and probiotics on honey bees (<italic>Apis mellifera</italic>) infected with the microsporidian parasite <italic>Nosema ceranae</italic></article-title>. <source>Microorganisms</source>. <year>2021</year>;<volume>9</volume>(<issue>3</issue>):<fpage>481</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/microorganisms9030481" xlink:type="simple">10.3390/microorganisms9030481</ext-link></comment> <object-id pub-id-type="pmid">33668904</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref029"><label>29</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Roberfroid</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Gibson</surname> <given-names>GR</given-names></name>, <name name-style="western"><surname>Hoyles</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>McCartney</surname> <given-names>AL</given-names></name>, <name name-style="western"><surname>Rastall</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Rowland</surname> <given-names>I</given-names></name>, <etal>et al</etal>. <article-title>Prebiotic effects: metabolic and health benefits</article-title>. <source>Br J Nutr</source>. <year>2010</year>;104 Suppl 2:S1–<lpage>63</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1017/S0007114510003363" xlink:type="simple">10.1017/S0007114510003363</ext-link></comment> <object-id pub-id-type="pmid">20920376</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref030"><label>30</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>C. K. Rajendran</surname> <given-names>SR</given-names></name>, <name name-style="western"><surname>Okolie</surname> <given-names>CL</given-names></name>, <name name-style="western"><surname>Udenigwe</surname> <given-names>CC</given-names></name>, <name name-style="western"><surname>Mason</surname> <given-names>B</given-names></name>. <article-title>Structural features underlying prebiotic activity of conventional and potential prebiotic oligosaccharides in food and health</article-title>. <source>J Food Biochem</source>. <year>2017</year>;<volume>41</volume>(<issue>5</issue>):e12389. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/jfbc.12389" xlink:type="simple">10.1111/jfbc.12389</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref031"><label>31</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Davani-Davari</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Negahdaripour</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Karimzadeh</surname> <given-names>I</given-names></name>, <name name-style="western"><surname>Seifan</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Mohkam</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Masoumi</surname> <given-names>SJ</given-names></name>, <etal>et al</etal>. <article-title>Prebiotics: definition, types, sources, mechanisms, and clinical applications</article-title>. <source>Foods</source>. <year>2019</year>;<volume>8</volume>(<issue>3</issue>):<fpage>92</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/foods8030092" xlink:type="simple">10.3390/foods8030092</ext-link></comment> <object-id pub-id-type="pmid">30857316</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref032"><label>32</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Stephan</surname> <given-names>JG</given-names></name>, <name name-style="western"><surname>Lamei</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Pettis</surname> <given-names>JS</given-names></name>, <name name-style="western"><surname>Riesbeck</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>de Miranda</surname> <given-names>JR</given-names></name>, <name name-style="western"><surname>Forsgren</surname> <given-names>E</given-names></name>. <article-title>Honeybee-specific lactic acid bacterium supplements have no effect on American foulbrood-infected honeybee colonies</article-title>. <source>Appl Environ Microbiol</source>. <year>2019</year>;<volume>85</volume>(<issue>13</issue>):e00606–<lpage>19</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1128/AEM.00606-19" xlink:type="simple">10.1128/AEM.00606-19</ext-link></comment> <object-id pub-id-type="pmid">31003985</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref033"><label>33</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Kwong</surname> <given-names>WK</given-names></name>, <name name-style="western"><surname>Moran</surname> <given-names>NA</given-names></name>. <article-title>Gut microbial communities of social bees</article-title>. <source>Curr Opin Insect Sci</source>. <year>2016</year>;<volume>16</volume>:<fpage>49</fpage>–<lpage>55</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1098/rsos.170003" xlink:type="simple">10.1098/rsos.170003</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref034"><label>34</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Van Wyk</surname> <given-names>JI</given-names></name>, <name name-style="western"><surname>Beirne</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Bowder</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Campbell</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Disharoon</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Dreyer</surname> <given-names>M</given-names></name>. <article-title>Hot and bothered, bees’ gut microbiome shifts under thermal stress and pathogen infection</article-title>. <source>bioRxiv</source>. <year>2025</year>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1101/2025.11.06.687019" xlink:type="simple">10.1101/2025.11.06.687019</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref035"><label>35</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Brar</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Ngor</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>McFrederick</surname> <given-names>QS</given-names></name>, <name name-style="western"><surname>Torson</surname> <given-names>AS</given-names></name>, <name name-style="western"><surname>Rajamohan</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Rinehart</surname> <given-names>J</given-names></name>, <etal>et al</etal>. <article-title>High abundance of <italic>lactobacilli</italic> in the gut microbiome of honey bees during winter</article-title>. <source>Sci Rep</source>. <year>2025</year>;<volume>15</volume>(<issue>1</issue>):<fpage>7409</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/s41598-025-90763-0" xlink:type="simple">10.1038/s41598-025-90763-0</ext-link></comment> <object-id pub-id-type="pmid">40032901</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref036"><label>36</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Hammer</surname> <given-names>TJ</given-names></name>, <name name-style="western"><surname>Le</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Moran</surname> <given-names>NA</given-names></name>. <article-title>Thermal niches of specialized gut symbionts: the case of social bees</article-title>. <source>Proc Biol Sci</source>. <year>2021</year>;<volume>288</volume>(<issue>1944</issue>):<fpage>20201480</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1098/rspb.2020.1480" xlink:type="simple">10.1098/rspb.2020.1480</ext-link></comment> <object-id pub-id-type="pmid">33563119</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref037"><label>37</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Maes</surname> <given-names>PW</given-names></name>, <name name-style="western"><surname>Floyd</surname> <given-names>AS</given-names></name>, <name name-style="western"><surname>Mott</surname> <given-names>BM</given-names></name>, <name name-style="western"><surname>Anderson</surname> <given-names>KE</given-names></name>. <article-title>Overwintering honey bee colonies: effect of worker age and climate on the hindgut microbiota</article-title>. <source>Insects</source>. <year>2021</year>;<volume>12</volume>(<issue>3</issue>):<fpage>224</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/insects12030224" xlink:type="simple">10.3390/insects12030224</ext-link></comment> <object-id pub-id-type="pmid">33807581</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref038"><label>38</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Kešnerová</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Emery</surname> <given-names>O</given-names></name>, <name name-style="western"><surname>Troilo</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Liberti</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Erkosar</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Engel</surname> <given-names>P</given-names></name>. <article-title>Gut microbiota structure differs between honeybees in winter and summer</article-title>. <source>ISME J</source>. <year>2020</year>;<volume>14</volume>(<issue>3</issue>):<fpage>801</fpage>–<lpage>14</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/s41396-019-0568-8" xlink:type="simple">10.1038/s41396-019-0568-8</ext-link></comment> <object-id pub-id-type="pmid">31836840</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref039"><label>39</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Dietemann</surname> <given-names>V</given-names></name>, <name name-style="western"><surname>Nazzi</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Martin</surname> <given-names>SJ</given-names></name>, <name name-style="western"><surname>Anderson</surname> <given-names>DL</given-names></name>, <name name-style="western"><surname>Locke</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Delaplane</surname> <given-names>KS</given-names></name>, <etal>et al</etal>. <article-title>Standard methods for varroa research</article-title>. <source>J Apic Res</source>. <year>2013</year>;<volume>52</volume>(<issue>1</issue>):<fpage>1</fpage>–<lpage>54</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3896/IBRA.1.52.1.09" xlink:type="simple">10.3896/IBRA.1.52.1.09</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref040"><label>40</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Williams</surname> <given-names>GR</given-names></name>, <name name-style="western"><surname>Alaux</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Costa</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Csaki</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Doublet</surname> <given-names>V</given-names></name>, <name name-style="western"><surname>Eisenhardt</surname> <given-names>D</given-names></name>. <article-title>Standard methods for maintaining adult <italic>Apis mellifera</italic> in cages under in vitro laboratory conditions</article-title>. <source>J Apic Res</source>. <year>2013</year>;<volume>52</volume>(<issue>1</issue>):<fpage>1</fpage>–<lpage>36</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3896/IBRA.1.52.1.04" xlink:type="simple">10.3896/IBRA.1.52.1.04</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref041"><label>41</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Robino</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Galosi</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Bellato</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Vincenzetti</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Gonella</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Ferrocino</surname> <given-names>I</given-names></name>, <etal>et al</etal>. <article-title>Effects of a supplemented diet containing 7 probiotic strains (Honeybeeotic) on honeybee physiology and immune response: analysis of hemolymph cytology, phenoloxidase activity, and gut microbiome</article-title>. <source>Biol Res</source>. <year>2024</year>;<volume>57</volume>(<issue>1</issue>):<fpage>50</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s40659-024-00533-x" xlink:type="simple">10.1186/s40659-024-00533-x</ext-link></comment> <object-id pub-id-type="pmid">39113128</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref042"><label>42</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Mengoni Goñalons</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Farina</surname> <given-names>WM</given-names></name>. <article-title>Effects of sublethal doses of imidacloprid on young adult honeybee behaviour</article-title>. <source>PLoS One</source>. <year>2015</year>;<volume>10</volume>(<issue>10</issue>):e0140814. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0140814" xlink:type="simple">10.1371/journal.pone.0140814</ext-link></comment> <object-id pub-id-type="pmid">26488410</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref043"><label>43</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Chicas-Mosier</surname> <given-names>AM</given-names></name>, <name name-style="western"><surname>Black</surname> <given-names>TE</given-names></name>, <name name-style="western"><surname>Hester</surname> <given-names>KP</given-names></name>, <name name-style="western"><surname>Belzunces</surname> <given-names>LP</given-names></name>, <name name-style="western"><surname>Abramson</surname> <given-names>CI</given-names></name>. <article-title>Honey bee (<italic>Apis mellifera ligustica</italic>) acetylcholinesterase enzyme activity and aversive conditioning following aluminum trichloride exposure</article-title>. <source>BMC Zool</source>. <year>2022</year>;<volume>7</volume>(<issue>1</issue>):<fpage>5</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s40850-021-00103-8" xlink:type="simple">10.1186/s40850-021-00103-8</ext-link></comment> <object-id pub-id-type="pmid">37170318</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref044"><label>44</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Aebi</surname> <given-names>H</given-names></name>. <article-title>Catalase <italic>in vitro</italic></article-title>. <source>Methods Enzymol</source>. <year>1984</year>;<volume>105</volume>:<fpage>121</fpage>–<lpage>6</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0076-6879(84)05016-3" xlink:type="simple">10.1016/s0076-6879(84)05016-3</ext-link></comment> <object-id pub-id-type="pmid">6727660</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref045"><label>45</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>McCord</surname> <given-names>JM</given-names></name>, <name name-style="western"><surname>Fridovich</surname> <given-names>I</given-names></name>. <article-title>Superoxide dismutase. An enzymic function for erythrocuprein (hemocuprein)</article-title>. <source>J Biol Chem</source>. <year>1969</year>;<volume>244</volume>(<issue>22</issue>):<fpage>6049</fpage>–<lpage>55</lpage>. <object-id pub-id-type="pmid">5389100</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref046"><label>46</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Chaoui</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Mazhoudi</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Ghorbal</surname> <given-names>MH</given-names></name>, <name name-style="western"><surname>El Ferjani</surname> <given-names>E</given-names></name>. <article-title>Cadmium and zinc induction of lipid peroxidation and effects on antioxidant enzyme activities in bean (<italic>Phaseolus vulgaris</italic> L.)</article-title>. <source>Plant Science</source>. <year>1997</year>;<volume>127</volume>(<issue>2</issue>):<fpage>139</fpage>–<lpage>47</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0168-9452(97)00115-5" xlink:type="simple">10.1016/s0168-9452(97)00115-5</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref047"><label>47</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Asada</surname> <given-names>K</given-names></name>. <article-title>Chloroplasts: Formation of active oxygen species and its scavenging</article-title>. <source>Methods Enzymol</source>. <year>1984</year>;<volume>105</volume>(<issue>56</issue>):<fpage>422</fpage>–<lpage>9</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/S0076-6879(84)05059-X" xlink:type="simple">10.1016/S0076-6879(84)05059-X</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref048"><label>48</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Stabentheiner</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Kovac</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Brodschneider</surname> <given-names>R</given-names></name>. <article-title>Honeybee colony thermoregulation--regulatory mechanisms and contribution of individuals in dependence on age, location and thermal stress</article-title>. <source>PLoS One</source>. <year>2010</year>;<volume>5</volume>(<issue>1</issue>):e8967. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0008967" xlink:type="simple">10.1371/journal.pone.0008967</ext-link></comment> <object-id pub-id-type="pmid">20126462</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref049"><label>49</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Stabentheiner</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Kovac</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Mandl</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Käfer</surname> <given-names>H</given-names></name>. <article-title>Coping with the cold and fighting the heat: thermal homeostasis of a superorganism, the honeybee colony</article-title>. <source>J Comp Physiol A Neuroethol Sens Neural Behav Physiol</source>. <year>2021</year>;<volume>207</volume>(<issue>3</issue>):<fpage>337</fpage>–<lpage>51</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00359-021-01464-8" xlink:type="simple">10.1007/s00359-021-01464-8</ext-link></comment> <object-id pub-id-type="pmid">33598719</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref050"><label>50</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Liu</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Zhu</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Ye</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Shi</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Li</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Cao</surname> <given-names>H</given-names></name>, <etal>et al</etal>. <article-title>Overwintering honeybees maintained dynamic and stable intestinal bacteria</article-title>. <source>Sci Rep</source>. <year>2021</year>;<volume>11</volume>(<issue>1</issue>):<fpage>22233</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/s41598-021-01204-7" xlink:type="simple">10.1038/s41598-021-01204-7</ext-link></comment> <object-id pub-id-type="pmid">34782655</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref051"><label>51</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Dolezal</surname> <given-names>AG</given-names></name>, <name name-style="western"><surname>St Clair</surname> <given-names>AL</given-names></name>, <name name-style="western"><surname>Zhang</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Toth</surname> <given-names>AL</given-names></name>, <name name-style="western"><surname>O’Neal</surname> <given-names>ME</given-names></name>. <article-title>Native habitat mitigates feast-famine conditions faced by honey bees in an agricultural landscape</article-title>. <source>Proc Natl Acad Sci U S A</source>. <year>2019</year>;<volume>116</volume>(<issue>50</issue>):<fpage>25147</fpage>–<lpage>55</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1073/pnas.1912801116" xlink:type="simple">10.1073/pnas.1912801116</ext-link></comment> <object-id pub-id-type="pmid">31767769</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref052"><label>52</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Raymann</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Moran</surname> <given-names>NA</given-names></name>. <article-title>The role of the gut microbiome in health and disease of adult honey bee workers</article-title>. <source>Curr Opin Insect Sci</source>. <year>2018</year>;<volume>26</volume>:<fpage>97</fpage>–<lpage>104</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.cois.2018.02.012" xlink:type="simple">10.1016/j.cois.2018.02.012</ext-link></comment> <object-id pub-id-type="pmid">29764668</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref053"><label>53</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Zheng</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Powell</surname> <given-names>JE</given-names></name>, <name name-style="western"><surname>Steele</surname> <given-names>MI</given-names></name>, <name name-style="western"><surname>Dietrich</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Moran</surname> <given-names>NA</given-names></name>. <article-title>Honeybee gut microbiota promotes host weight gain via bacterial metabolism and hormonal signaling</article-title>. <source>Proc Natl Acad Sci U S A</source>. <year>2017</year>;<volume>114</volume>(<issue>18</issue>):<fpage>4775</fpage>–<lpage>80</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1073/pnas.1701819114" xlink:type="simple">10.1073/pnas.1701819114</ext-link></comment> <object-id pub-id-type="pmid">28420790</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref054"><label>54</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Heinrich</surname> <given-names>B</given-names></name>. <article-title>Hot-headed honeybees</article-title>. <source>The hot-blooded insects: strategies and mechanisms of thermoregulation. Springer</source>; <year>1993</year>. pp. <fpage>292</fpage>–<lpage>322</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4159/harvard.9780674418516.c9" xlink:type="simple">10.4159/harvard.9780674418516.c9</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref055"><label>55</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>White</surname> <given-names>SA</given-names></name>, <name name-style="western"><surname>Dillon</surname> <given-names>ME</given-names></name>. <article-title>Climate warming and bumble bee declines: the need to consider sub-lethal heat, carry-over effects, and colony compensation</article-title>. <source>Front Physiol</source>. <year>2023</year>;<volume>14</volume>:<fpage>1251235</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphys.2023.1251235" xlink:type="simple">10.3389/fphys.2023.1251235</ext-link></comment> <object-id pub-id-type="pmid">38028807</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref056"><label>56</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Al Naggar</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Ghramh</surname> <given-names>HA</given-names></name>, <name name-style="western"><surname>Elfarnawany</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Mohamed</surname> <given-names>A</given-names></name>. <article-title>How environmental and ecological stressors reprogram honey bee chemistry through the microbiome-metabolome axis</article-title>. <source>Insects</source>. <year>2026</year>;<volume>17</volume>(<issue>3</issue>):<fpage>336</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/insects17030336" xlink:type="simple">10.3390/insects17030336</ext-link></comment> <object-id pub-id-type="pmid">41898998</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref057"><label>57</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Iorizzo</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Letizia</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Ganassi</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Testa</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Petrarca</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Albanese</surname> <given-names>G</given-names></name>, <etal>et al</etal>. <article-title>Functional properties and antimicrobial activity from lactic acid bacteria as resources to improve the health and welfare of honey bees</article-title>. <source>Insects</source>. <year>2022</year>;<volume>13</volume>(<issue>3</issue>):<fpage>308</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/insects13030308" xlink:type="simple">10.3390/insects13030308</ext-link></comment> <object-id pub-id-type="pmid">35323606</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref058"><label>58</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Vásquez</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Forsgren</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Fries</surname> <given-names>I</given-names></name>, <name name-style="western"><surname>Paxton</surname> <given-names>RJ</given-names></name>, <name name-style="western"><surname>Flaberg</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Szekely</surname> <given-names>L</given-names></name>, <etal>et al</etal>. <article-title>Symbionts as major modulators of insect health: lactic acid bacteria and honeybees</article-title>. <source>PLoS One</source>. <year>2012</year>;<volume>7</volume>(<issue>3</issue>):e33188. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0033188" xlink:type="simple">10.1371/journal.pone.0033188</ext-link></comment> <object-id pub-id-type="pmid">22427985</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref059"><label>59</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Kwong</surname> <given-names>WK</given-names></name>, <name name-style="western"><surname>Mancenido</surname> <given-names>AL</given-names></name>, <name name-style="western"><surname>Moran</surname> <given-names>NA</given-names></name>. <article-title>Immune system stimulation by the native gut microbiota of honey bees</article-title>. <source>R Soc Open Sci</source>. <year>2017</year>;<volume>4</volume>(<issue>2</issue>):<fpage>170003</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1098/rsos.170003" xlink:type="simple">10.1098/rsos.170003</ext-link></comment> <object-id pub-id-type="pmid">28386455</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref060"><label>60</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Brar</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Kaur</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Gill</surname> <given-names>MK</given-names></name>, <name name-style="western"><surname>Singh</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Kaur</surname> <given-names>R</given-names></name>. <article-title>Winter storms within: climate-driven stressors undermine honey bee gut microbiome</article-title>. <source>Microbiol Res</source>. <year>2026</year>;<volume>17</volume>(<issue>4</issue>):<fpage>67</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/microbiolres17040067" xlink:type="simple">10.3390/microbiolres17040067</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref061"><label>61</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Liu</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Ma</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Zheng</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Zhao</surname> <given-names>W</given-names></name>, <name name-style="western"><surname>Zhao</surname> <given-names>X</given-names></name>, <name name-style="western"><surname>Luo</surname> <given-names>T</given-names></name>, <etal>et al</etal>. <article-title>Cold-stress response of probiotic <italic>Lactobacillus plantarum</italic> K25 by iTRAQ proteomic analysis</article-title>. <source>J Microbiol Biotechnol</source>. <year>2020</year>;<volume>30</volume>(<issue>2</issue>):<fpage>187</fpage>–<lpage>95</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4014/jmb.1909.09021" xlink:type="simple">10.4014/jmb.1909.09021</ext-link></comment> <object-id pub-id-type="pmid">31752066</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref062"><label>62</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Rodríguez-Vásquez</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Gardea-Bejar</surname> <given-names>AA</given-names></name>, <name name-style="western"><surname>Romo-Chacón</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>García-Hernández</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>González-Ríos</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Orozco-Avitia</surname> <given-names>JA</given-names></name>. <article-title>Hive temperature regulation by honeybees in response to extreme conditions</article-title>. <source>AGRO</source>. <year>2024</year>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.47163/agrociencia.v58i3.3082" xlink:type="simple">10.47163/agrociencia.v58i3.3082</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref063"><label>63</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Engel</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Moran</surname> <given-names>NA</given-names></name>. <article-title>The gut microbiota of insects - diversity in structure and function</article-title>. <source>FEMS Microbiol Rev</source>. <year>2013</year>;<volume>37</volume>(<issue>5</issue>):<fpage>699</fpage>–<lpage>735</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/1574-6976.12025" xlink:type="simple">10.1111/1574-6976.12025</ext-link></comment> <object-id pub-id-type="pmid">23692388</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref064"><label>64</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Evans</surname> <given-names>JD</given-names></name>, <name name-style="western"><surname>Lopez</surname> <given-names>DL</given-names></name>. <article-title>Bacterial probiotics induce an immune response in the honey bee (Hymenoptera: Apidae)</article-title>. <source>J Econ Entomol</source>. <year>2004</year>;<volume>97</volume>(<issue>3</issue>):<fpage>752</fpage>–<lpage>6</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1603/0022-0493(2004)097[0752:bpiair]2.0.co;2" xlink:type="simple">10.1603/0022-0493(2004)097[0752:bpiair]2.0.co;2</ext-link></comment> <object-id pub-id-type="pmid">15279248</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref065"><label>65</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Mucci</surname> <given-names>CA</given-names></name>, <name name-style="western"><surname>Ramirez</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Giffoni</surname> <given-names>RS</given-names></name>, <name name-style="western"><surname>Lamattina</surname> <given-names>L</given-names></name>. <article-title>Cold stress induces specific antioxidant responses in honey bee brood</article-title>. <source>Apidologie</source>. <year>2021</year>;<volume>52</volume>(<issue>3</issue>):<fpage>596</fpage>–<lpage>607</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s13592-021-00846-w" xlink:type="simple">10.1007/s13592-021-00846-w</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref066"><label>66</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Kim</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Maigoro</surname> <given-names>AY</given-names></name>, <name name-style="western"><surname>Lee</surname> <given-names>J-H</given-names></name>, <name name-style="western"><surname>Frunze</surname> <given-names>O</given-names></name>, <name name-style="western"><surname>Kwon</surname> <given-names>H-W</given-names></name>. <article-title>The Improving Effects of Probiotic-Added Pollen Substitute Diets on the Gut Microbiota and Individual Health of Honey Bee (<italic>Apis mellifera</italic> L.)</article-title>. <source>Microorganisms</source>. <year>2024</year>;<volume>12</volume>(<issue>8</issue>):<fpage>1567</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/microorganisms12081567" xlink:type="simple">10.3390/microorganisms12081567</ext-link></comment> <object-id pub-id-type="pmid">39203409</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref067"><label>67</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Dillon</surname> <given-names>ME</given-names></name>, <name name-style="western"><surname>Wang</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Huey</surname> <given-names>RB</given-names></name>. <article-title>Global metabolic impacts of recent climate warming</article-title>. <source>Nature</source>. <year>2010</year>;<volume>467</volume>(<issue>7316</issue>):<fpage>704</fpage>–<lpage>6</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/nature09407" xlink:type="simple">10.1038/nature09407</ext-link></comment> <object-id pub-id-type="pmid">20930843</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref068"><label>68</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Rachman</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Huang</surname> <given-names>ZY</given-names></name>. <article-title>Rapid hormonal rise in honey bees due to heat-shock is mitigated by a primer pheromone</article-title>. <source>Insect Sci</source>. <year>2026</year>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/1744-7917.70272" xlink:type="simple">10.1111/1744-7917.70272</ext-link></comment> <object-id pub-id-type="pmid">41918175</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref069"><label>69</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Heinrich</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Esch</surname> <given-names>H</given-names></name>. <article-title>Thermoregulation in bees</article-title>. <source>Am Sci</source>. <year>1994</year>;<volume>82</volume>(<issue>2</issue>):<fpage>164</fpage>–<lpage>70</lpage>.</mixed-citation></ref>
<ref id="pone.0352149.ref070"><label>70</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Shafey</surname> <given-names>AS</given-names></name>, <name name-style="western"><surname>Elshabrawy</surname> <given-names>YA</given-names></name>, <name name-style="western"><surname>Shebl</surname> <given-names>MA</given-names></name>, <name name-style="western"><surname>Elshabarawy</surname> <given-names>AA</given-names></name>, <name name-style="western"><surname>Abd-Ellatif</surname> <given-names>ZE</given-names></name>, <name name-style="western"><surname>Tawfik</surname> <given-names>SM</given-names></name>. <article-title>Thermal management for enhanced honeybee (<italic>Apis mellifera</italic> L.) survival and productivity under arid climate stress</article-title>. <source>Uludag Bee J</source>. <year>2026</year>;<volume>26</volume>:<fpage>1</fpage>–<lpage>18</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.31467/uluaricilik.1811855" xlink:type="simple">10.31467/uluaricilik.1811855</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref071"><label>71</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Seeley</surname> <given-names>TD</given-names></name>. <source>The wisdom of the hive: The social physiology of honey bee colonies. Harvard University Press</source>; <year>1995</year>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.4159/9780674043404" xlink:type="simple">10.4159/9780674043404</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref072"><label>72</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Ramirez</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Luna</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Mucci</surname> <given-names>CA</given-names></name>, <name name-style="western"><surname>Lamattina</surname> <given-names>L</given-names></name>. <article-title>Fast weight recovery, metabolic rate adjustment and gene-expression regulation define responses of cold-stressed honey bee brood</article-title>. <source>J Insect Physiol</source>. <year>2021</year>;<volume>128</volume>:<fpage>104178</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.jinsphys.2020.104178" xlink:type="simple">10.1016/j.jinsphys.2020.104178</ext-link></comment> <object-id pub-id-type="pmid">33285145</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref073"><label>73</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Maruščáková</surname> <given-names>IC</given-names></name>, <name name-style="western"><surname>Schusterová</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Bielik</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Toporčák</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Bíliková</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Mudroňová</surname> <given-names>D</given-names></name>. <article-title>Effect of application of probiotic pollen suspension on immune response and gut microbiota of honey bees (<italic>Apis mellifera</italic>)</article-title>. <source>Probiotics Antimicrob Proteins</source>. <year>2020</year>;<volume>12</volume>(<issue>3</issue>):<fpage>929</fpage>–<lpage>36</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s12602-019-09626-6" xlink:type="simple">10.1007/s12602-019-09626-6</ext-link></comment> <object-id pub-id-type="pmid">31912341</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref074"><label>74</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Kešnerová</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Mars</surname> <given-names>RAT</given-names></name>, <name name-style="western"><surname>Ellegaard</surname> <given-names>KM</given-names></name>, <name name-style="western"><surname>Troilo</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Sauer</surname> <given-names>U</given-names></name>, <name name-style="western"><surname>Engel</surname> <given-names>P</given-names></name>. <article-title>Disentangling metabolic functions of bacteria in the honey bee gut</article-title>. <source>PLoS Biol</source>. <year>2017</year>;<volume>15</volume>(<issue>12</issue>):e2003467. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pbio.2003467" xlink:type="simple">10.1371/journal.pbio.2003467</ext-link></comment> <object-id pub-id-type="pmid">29232373</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref075"><label>75</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Lee</surname> <given-names>Y-J</given-names></name>, <name name-style="western"><surname>Choi</surname> <given-names>J-H</given-names></name>, <name name-style="western"><surname>Kang</surname> <given-names>K-K</given-names></name>, <name name-style="western"><surname>Sung</surname> <given-names>S-E</given-names></name>, <name name-style="western"><surname>Lee</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Sung</surname> <given-names>M</given-names></name>, <etal>et al</etal>. <article-title>Antioxidant and antimelanogenic activities of <italic>Lactobacillus kunkeei</italic> NCHBL-003 isolated from honeybees</article-title>. <source>Microorganisms</source>. <year>2024</year>;<volume>12</volume>(<issue>1</issue>):<fpage>188</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/microorganisms12010188" xlink:type="simple">10.3390/microorganisms12010188</ext-link></comment> <object-id pub-id-type="pmid">38258014</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref076"><label>76</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Mustar</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Ibrahim</surname> <given-names>N</given-names></name>. <article-title>A sweeter pill to swallow: a review of honey bees and honey as a source of probiotic and prebiotic products</article-title>. <source>Foods</source>. <year>2022</year>;<volume>11</volume>(<issue>14</issue>):<fpage>2102</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/foods11142102" xlink:type="simple">10.3390/foods11142102</ext-link></comment> <object-id pub-id-type="pmid">35885345</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref077"><label>77</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Hou</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Li</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Zhang</surname> <given-names>Y</given-names></name>, <name name-style="western"><surname>Liang</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Yang</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>He</surname> <given-names>H</given-names></name>, <etal>et al</etal>. <article-title>Supplementation of mixed <italic>Lactobacillus alleviates</italic> metabolic impairment, inflammation, and dysbiosis of the gut microbiota in an obese mouse model</article-title>. <source>Front Nutr</source>. <year>2025</year>;<volume>12</volume>:<fpage>1554996</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fnut.2025.1554996" xlink:type="simple">10.3389/fnut.2025.1554996</ext-link></comment> <object-id pub-id-type="pmid">40206949</object-id></mixed-citation></ref>
<ref id="pone.0352149.ref078"><label>78</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Hariprasath</surname> <given-names>K</given-names></name>, <name name-style="western"><surname>Mohankumar</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Sudha</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Saranya</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Saminathan</surname> <given-names>VR</given-names></name>. <article-title>The role of honeybee gut and honey microbiome in sustainable bee and human health</article-title>. <source>J Pure Appl Microbiol</source>. <year>2025</year>;<volume>19</volume>(<issue>1</issue>):<fpage>19</fpage>–<lpage>33</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.22207/jpam.19.1.03" xlink:type="simple">10.22207/jpam.19.1.03</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref079"><label>79</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Kenfack</surname> <given-names>CHM</given-names></name>, <name name-style="western"><surname>Ngoufack</surname> <given-names>FZ</given-names></name>, <name name-style="western"><surname>Kaktcham</surname> <given-names>PM</given-names></name>, <name name-style="western"><surname>Wang</surname> <given-names>YR</given-names></name>, <name name-style="western"><surname>Zhu</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Yin</surname> <given-names>L</given-names></name>. <article-title>Safety and antioxidant properties of five probiotic <italic>Lactobacillus plantarum</italic> strains isolated from the digestive tract of honey bees</article-title>. <source>Am J Microbiol Res</source>. <year>2018</year>;<volume>6</volume>(<issue>1</issue>):<fpage>1</fpage>–<lpage>8</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.12691/ajmr-6-1-1" xlink:type="simple">10.12691/ajmr-6-1-1</ext-link></comment></mixed-citation></ref>
<ref id="pone.0352149.ref080"><label>80</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Li</surname> <given-names>W-Z</given-names></name>, <name name-style="western"><surname>Zhu</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Zhou</surname> <given-names>J-J</given-names></name>, <name name-style="western"><surname>Shang</surname> <given-names>S-Q</given-names></name>. <article-title>Effects of short-term heat stress on the activity of three antioxidant enzymes of predatory mite <italic>Neoseiulus barkeri</italic> (Acari, Phytoseiidae)</article-title>. <source>Front Physiol</source>. <year>2022</year>;<volume>13</volume>:<fpage>937033</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fphys.2022.937033" xlink:type="simple">10.3389/fphys.2022.937033</ext-link></comment> <object-id pub-id-type="pmid">36060679</object-id></mixed-citation></ref>
</ref-list>
</back>
<sub-article article-type="aggregated-review-documents" id="pone.0352149.r001" specific-use="decision-letter">
<front-stub>
<article-id pub-id-type="doi">10.1371/journal.pone.0352149.r001</article-id>
<title-group>
<article-title>Decision Letter 0</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name name-style="western"><surname>López</surname>
<given-names>Vicente Martínez</given-names>
</name>
<role>Academic Editor</role>
</contrib>
</contrib-group>
<permissions>
<copyright-year>2026</copyright-year>
<copyright-holder>Vicente Martínez López</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p></license>
</permissions>
<related-object document-id="10.1371/journal.pone.0352149" document-id-type="doi" document-type="article" id="rel-obj002" link-type="peer-reviewed-article"/>
<custom-meta-group>
<custom-meta>
<meta-name>Submission Version</meta-name>
<meta-value>0</meta-value>
</custom-meta>
</custom-meta-group>
</front-stub>
<body>
<p><named-content content-type="letter-date">18 Apr 2026</named-content></p>
<p>--&gt;--&gt;PONE-D-26-03238--&gt;</p>
<p>Protecting honey bees (Apis mellifera) from thermal stress: Probiotics and prebiotics buffer the survival and antioxidant enzyme activity</p>
<p>PLOS One</p>
<p>--&gt;</p>
<p>Dear Dr. Bahreini,</p>
<p>Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process.--&gt;--&gt;</p>
<p>Please submit your revised manuscript by Jun 02 2026 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at <email xlink:type="simple">plosone@plos.org</email>. When you're ready to submit your revision, log on to <ext-link ext-link-type="uri" xlink:href="https://www.editorialmanager.com/pone/" xlink:type="simple">https://www.editorialmanager.com/pone/</ext-link> and select the 'Submissions Needing Revision' folder to locate your manuscript file.</p>
<p>Please include the following items when submitting your revised manuscript:--&gt;</p>
<list list-type="bullet">
<list-item>
<p>A letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'.</p>
</list-item>
<list-item>
<p>A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'.</p>
</list-item>
<list-item>
<p>An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'.</p>
</list-item>
</list>
<p>If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter.</p>
<p>If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: <ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols" xlink:type="simple">https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols</ext-link>. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at <ext-link ext-link-type="uri" xlink:href="https://plos.org/protocols?utm_medium=editorial-email&amp;utm_source=authorletters&amp;utm_campaign=protocols" xlink:type="simple">https://plos.org/protocols?utm_medium=editorial-email&amp;utm_source=authorletters&amp;utm_campaign=protocols</ext-link>.</p>
<p>As the corresponding author, your ORCID iD is verified in the submission system and will appear in the published article. PLOS supports the use of ORCID, and we encourage all coauthors to register for an ORCID iD and use it as well. Please encourage your coauthors to verify their ORCID iD within the submission system before final acceptance, as unverified ORCID iDs will not appear in the published article. <italic>Only</italic>  the individual author can complete the verification step; PLOS staff <italic>cannot</italic>  verify ORCID iDs on behalf of authors.</p>
<p>We look forward to receiving your revised manuscript.</p>
<p>Kind regards,</p>
<p>Vicente Martínez López</p>
<p>Academic Editor</p>
<p>PLOS One</p>
<p>Journal Requirements:</p>
<p>When submitting your revision, we need you to address these additional requirements.</p>
<p>1.Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming. The PLOS ONE style templates can be found at</p>
<p><ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/file?id=wjVg/PLOSOne_formatting_sample_main_body.pdf" xlink:type="simple">https://journals.plos.org/plosone/s/file?id=wjVg/PLOSOne_formatting_sample_main_body.pdf</ext-link> and</p>
<p><ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/file?id=ba62/PLOSOne_formatting_sample_title_authors_affiliations.pdf" xlink:type="simple">https://journals.plos.org/plosone/s/file?id=ba62/PLOSOne_formatting_sample_title_authors_affiliations.pdf</ext-link></p>
<p>2. We note that the grant information you provided in the ‘Funding Information’ and ‘Financial Disclosure’ sections do not match.</p>
<p>When you resubmit, please ensure that you provide the correct grant numbers for the awards you received for your study in the ‘Funding Information’ section.</p>
<p>3. Thank you for stating the following financial disclosure:</p>
<p>“University of Zabol”</p>
<p>Please state what role the funders took in the study.  If the funders had no role, please state: "The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript."</p>
<p>If this statement is not correct you must amend it as needed.</p>
<p>Please include this amended Role of Funder statement in your cover letter; we will change the online submission form on your behalf.</p>
<p>4. We notice that your supplementary figures are uploaded with the file type 'Figure'. Please amend the file type to 'Supporting Information'. Please ensure that each Supporting Information file has a legend listed in the manuscript after the references list.</p>
<p>5. We note that your Data Availability Statement is currently as follows: “All relevant data are within the manuscript and its Supporting Information files.”</p>
<p>Please confirm at this time whether or not your submission contains all raw data required to replicate the results of your study. Authors must share the “minimal data set” for their submission. PLOS defines the minimal data set to consist of the data required to replicate all study findings reported in the article, as well as related metadata and methods (<ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/data-availability#loc-minimal-data-set-definition" xlink:type="simple">https://journals.plos.org/plosone/s/data-availability#loc-minimal-data-set-definition</ext-link>).</p>
<p>For example, authors should submit the following data:</p>
<p>- The values behind the means, standard deviations and other measures reported;</p>
<p>- The values used to build graphs;</p>
<p>- The points extracted from images for analysis</p>
<p>Authors do not need to submit their entire data set if only a portion of the data was used in the reported study.</p>
<p>If your submission does not contain these data, please either upload them as Supporting Information files or deposit them to a stable, public repository and provide us with the relevant URLs, DOIs, or accession numbers. For a list of recommended repositories, please see <ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/recommended-repositories" xlink:type="simple">https://journals.plos.org/plosone/s/recommended-repositories</ext-link>.</p>
<p>If there are ethical or legal restrictions on sharing a de-identified data set, please explain them in detail (e.g., data contain potentially sensitive information, data are owned by a third-party organization, etc.) and who has imposed them (e.g., an ethics committee). Please also provide contact information for a data access committee, ethics committee, or other institutional body to which data requests may be sent. If data are owned by a third party, please indicate how others may request data access.</p>
<p>6. If the reviewer comments include a recommendation to cite specific previously published works, please review and evaluate these publications to determine whether they are relevant and should be cited. There is no requirement to cite these works unless the editor has indicated otherwise.</p>
<p>Additional Editor Comments:</p>
<p>The three reviewers acknowledge the value of this study and commend the authors for their work. However, they have also identified several issues that need to be addressed before the manuscript can be considered for publication. Minor typographical errors should be corrected throughout the manuscript. More importantly, several aspects of the methodology require further clarification, including the rearing conditions, experimental protocol and dietary treatments. In addition, the statistical analyses need to be described in greater detail to ensure clarity and reproducibility.</p>
<p>The reviewers have also provided useful suggestions to strengthen both the Introduction and the Discussion sections, which should be carefully considered. I encourage the authors to address all of these points thoroughly. I would be pleased to reconsider the manuscript for publication in <italic>PLOS ONE</italic>  once a revised version has been submitted.</p>
<p>[Note: HTML markup is below. Please do not edit.]</p>
<p>Reviewer's Responses to Questions</p>
<p>--&gt;<bold>Comments to the Author</bold></p>
<p>1. Is the manuscript technically sound, and do the data support the conclusions?</p>
<p>The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented.--&gt;</p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Partly</p>
<p>Reviewer #3: Yes</p>
<p>**********</p>
<p>--&gt;2. Has the statistical analysis been performed appropriately and rigorously?--&gt;</p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>Reviewer #3: Yes</p>
<p>**********</p>
<p>--&gt;3. Have the authors made all data underlying the findings in their manuscript fully available?</p>
<p>The <ext-link ext-link-type="uri" xlink:href="http://www.plosone.org/static/policies.action#sharing" xlink:type="simple">PLOS Data policy</ext-link> requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.--&gt;</p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>Reviewer #3: Yes</p>
<p>**********</p>
<p>--&gt;4. Is the manuscript presented in an intelligible fashion and written in standard English?</p>
<p>PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.--&gt;</p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: No</p>
<p>Reviewer #3: Yes</p>
<p>**********</p>
<p>--&gt;5. Review Comments to the Author</p>
<p>Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)--&gt;</p>
<p>Reviewer #1: Comments for the Authors:</p>
<p>Minor corrections:</p>
<p>- Page 3, line 56: “Howevewr” please, spell it correctly.</p>
<p>- Page 3, line 59: “environmtal” please, spell it correctly.</p>
<p>- Page 3, line 61: “immunoe” please, spell it correctly.</p>
<p>- Page 3, line 62: “bahvious” please, spell it correctly.</p>
<p>- Page 3, line 76: compounds[15], a space is missing.</p>
<p>- Page 4, line 77: “agnist” please, spell it correctly.</p>
<p>- Page 4, line 92: The term “microflora” is no longer preferred. Instead, the community of live microorganisms associated with the host is referred to as “microbiota”.</p>
<p>- Page 5, line 105: “responces”, please, spell it correctly.</p>
<p>- Page 6, line 137: “Treatmnts” please, spell it correctly. The word “include” should be written in the past tense.</p>
<p>- Page 6, line 148: “Temperature stress treatments have been carried out”, please change it for: were carried out.</p>
<p>- Page 22, line 539: “requirments”, please spell it correctly.</p>
<p>Additional comments:</p>
<p>- The authors should consider addressing thermal stress and the importance of temperature maintenance in the Introduction. A brief paragraph would be sufficient.</p>
<p>- Lines 140-142: The paragraph “The efficacy of various combinations of Progen and Inulin was evaluated to determine the role of these diets in mitigating the detrimental effects of environmental heat stress on honey bee survival and antioxidant defense system.” should not be included in Material and Methods.</p>
<p>- Lines 145 – 147: “Newly emerged honey bees (1-day-old) were fed a combination of various concentrations of Progen probiotic and Inulin prebiotic over a 21-day period [29]. Following this period, samples were subjected to distinct thermal stress conditions”. For how long were they exposed to the thermal stress? Please, specify this.</p>
<p>- Lines 149 – 150: “Each treatment was repeated five times with 100 honey bee individuals (500 honey bees per treatment in total).” It is unclear whether the five repetitions represent independent experiments conducted at different times or simultaneous replicates within the same experiment. Please, clarify.</p>
<p>- Line 187: In the “Peroxidase assay”, it is not mentioned how much of honey bee tissue homogenate were added to the reaction mixture. Please, specify it.</p>
<p>- Figure 1: Please indicate statistically significant differences between treatments in the figure (using asterisks or letters).</p>
<p>- In the thermal stress results, as well as in the antioxidant activities results, there is repetitive information. The figures are sufficient to explain the results. Any additional comments should be included in the Discussion, not in the Results section. Authors should not discuss in the Results section.</p>
<p>- Line 362: The expression “adverse weather conditions” should be revised to “simulated weather conditions,” as the experiments were conducted under laboratory conditions.</p>
<p>- The authors suggest that the gut microbiota was improved and that this explains the observed effects (e.g., increased bee survival). However, no direct analysis of gut microbiota was performed to support this claim. Such conclusions should be revised or rephrased.</p>
<p>- Line 477: The study discussed in reference [64] is based on experiments in mice, not in honey bees. I therefore suggest removing this paragraph and restricting the discussion to literature relevant to bees.</p>
<p>- The authors discuss short-chain fatty acids (SCFAs) and attribute the antioxidant effects observed in the assays to their production. However, SCFAs were not measured in this study. I therefore suggest removing this part of the discussion.</p>
<p>Reviewer #2: I would like to commend the authors for conducting this study and for their dedication, as handling bees is inherently challenging. However, several key points require clarification to strengthen the scientific relevance and clarity of the work. It is unclear whether worker bees were reared from emergence (day 0) to 21 days under the different diets and temperature conditions. The timing of mortality assessment should be clarified, as it is not specified whether it was recorded from emergence or only after 21 days. The rationale for choosing a 21-day period for rearing and measurements should also be explained, and including a photograph of the experimental cage would improve reproducibility. Regarding diet composition, the study provided syrup and water but no pollen. Since pollen is the primary protein source for bees, its absence may affect the interpretation of the results. Furthermore, only a combined probiotic and prebiotic treatment was tested. Testing individual treatments could help determine whether the observed effects are due to a synergistic action or a single component. Concerning temperature treatments, the reported survival under extreme conditions of 4°C and 40°C from day 0 to 21 seems unlikely. Details on the initial number of bees, mortality rates, and any sampling losses should be provided to justify survival under these conditions. The statistical methods section also requires clarification. The software used, such as SPSS, should be stated at the beginning of the analysis section. Survival analysis should specify that the Kaplan–Meier estimator was applied, while other parameters should be analyzed using a two-way ANOVA with diet and temperature as the two factors. In summary, this study is valuable and the work is commendable, but clarification on the rearing protocol, diet, temperature conditions, and statistical analysis is essential to strengthen the manuscript, improve reproducibility, and increase its scientific impact.</p>
<p>Reviewer #3: This study is very timely in the era of global climate change, as winters are becoming increasingly harsh and honey bee health is declining due to cold-season nutritional deficiencies. Supplementation with pre- and probiotics is therefore important. The study is well written and suitable for minor revision.</p>
<p>1. Lines 63–64: The claim that stress leads to bee population losses is overstated. Stressors can threaten colony health, but they do not necessarily cause population decline, particularly in managed honey bees, where resilience, husbandry practices, and nutrition mitigate impacts. Please temper this statement and, throughout the manuscript, avoid overgeneralizations by distinguishing colony-level stress from population-level trends. Support any population-level claims with appropriate, recent citations and revise the wording to reflect the current evidence base.</p>
<p>2. Hemagglutinins- check spelling</p>
<p>3. Line 68: Please insert a paragraph break to separate the oxidative stress discussion from the preceding text, improving readability and logical flow.</p>
<p>4. In the final paragraph, please add a dedicated, well-structured section on honeybee–thermal–microbiome interactions. Summarize how the gut microbiome responds under thermal stress (both heat waves and cold spells), and how these shifts may influence resilience, colony health, and pathogen susceptibility. Highlight mechanisms by which bees maintain their microbiome and how the microbiome may, in turn, bolster bee resilience. After this synthesis, transition to probiotics and prebiotics, explaining how they may directly or indirectly support the gut microbiome. To create a clear, “funnel-shaped” narrative: start with thermal stress impacts, then discuss bee–microbiome resilience mechanisms, and conclude with interventions (probiotics/prebiotics). Please incorporate and appropriately cite relevant studies, for example:</p>
<p>• High temperatures: “Hot and Bothered: Bees’ Gut Microbiome Shifts Under Thermal Stress and Pathogen Infection” (J.I. Van Wyk et al., 2025); “Thermal niches of specialized gut symbionts: the case of social bees” (T.J. Hammer, E. Le, N.A. Moran).</p>
<p>• Low temperatures: “High abundance of lactobacilli in the gut microbiome of honey bees during winter” (Brar et al., 2025); “Overwintering Honey Bee Colonies: Effect of Worker Age and Climate on the Hindgut Microbiota” (P.W. Maes, 2021); “Gut microbiota structure differs between honeybees in winter and summer” (L. Kešnerová, 2020)</p>
<p>5. Material and methods: Please specify the exact months that constitute the summer and autumn seasons for 2023–2024 in your study.</p>
<p>6. Paragraph 2: Please include a clear photograph/figure of your experimental setup to improve readability and understanding. Add this image to the supplementary materials.</p>
<p>7. Commercial probiotic Progen and prebiotic inulin: please specify their composition. This is very important.</p>
<p>8. Please clarify the timeline: “Following this period” is ambiguous. For how many days was the reference control maintained? Was feeding conducted for 21 days and then samples moved to thermal treatment, or did these occur concurrently? The current wording is confusing; please specify the exact durations and sequence for each group.</p>
<p>9. Newly emerged bees do not have an intact gut microbiota because most bacterial species are acquired through trophallaxis, a key component of bee physiology. Bees with an intact microbiota behave and perform physiologically better than newly emerged bees lacking it. Why did the authors not include a treatment with bees having an intact microbiota? For example, newly emerged bees could be marked and co-housed with mature workers to inoculate their microbiome, serving as a control group. In practical applications, probiotics are fed to whole colonies comprising workers of different ages and castes, not only to newly emerged bees. Please provide a clear justification for the chosen treatments and controls and explain why a control group with an intact microbiota was not included.</p>
<p>10. Lines 338–340: This is an interesting observation. Please discuss how these temperatures may affect the gut microbiota, particularly lactobacilli (Lactobacillus spp.), which are often highly abundant under such conditions.</p>
<p>11. Line 366: Please refer back to the suggested citations and include them in this section as appropriate.</p>
<p>12. Please add a dedicated paragraph on the study’s limitations (e.g., the absence of gut microbial analysis and limited assessment of antimicrobial peptides), and outline future studies that could be conducted based on these data to strengthen the conclusions.</p>
<p>**********</p>
<p>--&gt;6. PLOS authors have the option to publish the peer review history of their article (<ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/editorial-and-peer-review-process#loc-peer-review-history" xlink:type="simple">what does this mean?</ext-link>). If published, this will include your full peer review and any attached files.</p>
<p>If you choose “no”, your identity will remain anonymous but your review may still be made public.</p>
<p><bold>Do you want your identity to be public for this peer review?</bold>  For information about this choice, including consent withdrawal, please see our <ext-link ext-link-type="uri" xlink:href="https://www.plos.org/privacy-policy" xlink:type="simple">Privacy Policy</ext-link>.--&gt;</p>
<p>Reviewer #1: No</p>
<p>Reviewer #2: No</p>
<p>Reviewer #3: No</p>
<p>**********</p>
<p>[NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.]</p>
<p>To ensure your figures meet our technical requirements, please review our figure guidelines: <ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/figures " xlink:type="simple">https://journals.plos.org/plosone/s/figures</ext-link></p>
<p>You may also use PLOS’s free figure tool, NAAS, to help you prepare publication quality figures: <ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/figures#loc-tools-for-figure-preparation. " xlink:type="simple">https://journals.plos.org/plosone/s/figures#loc-tools-for-figure-preparation.</ext-link></p>
<p>NAAS will assess whether your figures meet our technical requirements by comparing each figure against our figure specifications.</p>
<p>--&gt;</p>
<supplementary-material id="pone.0352149.s002" mimetype="application/pdf" position="float" xlink:href="info:doi/10.1371/journal.pone.0352149.s002" xlink:type="simple">
<label>Attachment</label>
<caption>
<p>Submitted filename: <named-content content-type="submitted-filename">renamed_45ff8.pdf</named-content></p>
</caption>
</supplementary-material>
</body>
</sub-article>
<sub-article article-type="author-comment" id="pone.0352149.r002">
<front-stub>
<article-id pub-id-type="doi">10.1371/journal.pone.0352149.r002</article-id>
<title-group>
<article-title>Author response to Decision Letter 1</article-title>
</title-group>
<related-object document-id="10.1371/journal.pone.0352149" document-id-type="doi" document-type="peer-reviewed-article" id="rel-obj003" link-type="rebutted-decision-letter" object-id="10.1371/journal.pone.0352149.r001" object-id-type="doi" object-type="decision-letter"/>
<custom-meta-group>
<custom-meta>
<meta-name>Submission Version</meta-name>
<meta-value>1</meta-value>
</custom-meta>
</custom-meta-group>
</front-stub>
<body>
<p><named-content content-type="author-response-date">28 May 2026</named-content></p>
<p>Reviewer #1: Comments for the Authors:</p>
<p>We would like to express our sincere gratitude for your thorough review of our manuscript. Your insightful comments and constructive feedback have been invaluable in improving the clarity, rigor, and overall quality of this paper. We have carefully considered all your suggestions and addressed each comment in the revised manuscript. All spelling and typographical errors identified have been corrected, and we have performed a comprehensive review of the manuscript to resolve any similar issues. Detailed responses to your specific comments are provided below.</p>
<p>Minor corrections:</p>
<p>- Page 3, line 56: “Howevewr” please, spell it correctly. Done.</p>
<p>- Page 3, line 59: “environmtal” please, spell it correctly. Done.</p>
<p>- Page 3, line 61: “immunoe” please, spell it correctly. Done.</p>
<p>- Page 3, line 62: “bahvious” please, spell it correctly. Done.</p>
<p>- Page 3, line 76: compounds[15], a space is missing. Done.</p>
<p>- Page 4, line 77: “agnist” please, spell it correctly. Done.</p>
<p>- Page 4, line 92: The term “microflora” is no longer preferred. Instead, the community of live microorganisms associated with the host is referred to as “microbiota”. Done.</p>
<p>- Page 5, line 105: “responces”, please, spell it correctly. Done.</p>
<p>- Page 6, line 137: “Treatmnts” please, spell it correctly. The word “include” should be written in the past tense. Done.</p>
<p>- Page 6, line 148: “Temperature stress treatments have been carried out”, please change it for: were carried out. Done.</p>
<p>- Page 22, line 539: “requirments”, please spell it correctly. Done.</p>
<p>Additional comments:</p>
<p>- The authors should consider addressing thermal stress and the importance of temperature maintenance in the Introduction. A brief paragraph would be sufficient. We agree with this suggestion and have added a brief paragraph to the Introduction addressing thermal stress and the importance of temperature maintenance in honey bee colonies.</p>
<p>Lines 140-142: The paragraph “The efficacy of various combinations of Progen and Inulin was evaluated to determine the role of these diets in mitigating the detrimental effects of environmental heat stress on honey bee survival and antioxidant defense system.” should not be included in Material and Methods. We have removed this paragraph from the Materials and Methods section as suggested.</p>
<p>- Lines 145 – 147: “Newly emerged honey bees (1-day-old) were fed a combination of various concentrations of Progen probiotic and Inulin prebiotic over a 21-day period [29]. Following this period, samples were subjected to distinct thermal stress conditions”. For how long were they exposed to the thermal stress? Please, specify this. We have revised the statement to clearly specify the exposure duration.</p>
<p>- Lines 149 – 150: “Each treatment was repeated five times with 100 honey bee individuals (500 honey bees per treatment in total).” It is unclear whether the five repetitions represent independent experiments conducted at different times or simultaneous replicates within the same experiment. Please, clarify. To ensure consistency and minimize experimental error, all five replicates for each treatment were conducted simultaneously. Age-synchronized bees were maintained in separate cages under identical environmental conditions (humidity, photoperiod, and artificial diet) for the 21-day preparatory phase, followed by the thermal stress phase. We have clarified this simultaneous replication in the revised manuscript.</p>
<p>- Line 187: In the “Peroxidase assay”, it is not mentioned how much of honey bee tissue homogenate were added to the reaction mixture. Please, specify it. We extracted 50 µg of protein from 10 µL of hemolymph and added it to the reaction mixture. This detail has now been explicitly stated in the manuscript.</p>
<p>- Figure 1: Please indicate statistically significant differences between treatments in the figure (using asterisks or letters). We have updated Figure 1 to include statistical significance notations. The figure caption has also been updated to define the significance levels used: ns (not significant, p &gt; 0.05), (p &lt; 0.01), and *** (p &lt; 0.0001).</p>
<p>- In the thermal stress results, as well as in the antioxidant activities results, there is repetitive information. The figures are sufficient to explain the results. Any additional comments should be included in the Discussion, not in the Results section. Authors should not discuss in the Results section. We have thoroughly streamlined the Results section. Repetitive information has been deleted, and interpretive or comparative comments have been moved to the Discussion section to maintain a strict separation between results reporting and data interpretation.</p>
<p>- Line 362: The expression “adverse weather conditions” should be revised to “simulated weather conditions,” as the experiments were conducted under laboratory conditions. Done.</p>
<p>- The authors suggest that the gut microbiota was improved and that this explains the observed effects (e.g., increased bee survival). However, no direct analysis of gut microbiota was performed to support this claim. Such conclusions should be revised or rephrased. We completely agree with the reviewer’s important point. Since direct microbial profiling was not conducted in this study, we have revised the manuscript to ensure that our conclusions regarding the gut microbiota are framed as a potential mechanism rather than a definitive finding. We have rephrased the relevant sections to reflect a more cautious interpretation of the survival data.</p>
<p>- Line 477: The study discussed in reference [64] is based on experiments in mice, not in honey bees. I therefore suggest removing this paragraph and restricting the discussion to literature relevant to bees. We agree and have completely removed the paragraph discussing the mice study to keep the discussion strictly focused on bee-relevant literature.</p>
<p>- The authors discuss short-chain fatty acids (SCFAs) and attribute the antioxidant effects observed in the assays to their production. However, SCFAs were not measured in this study. I therefore suggest removing this part of the discussion. Following your suggestion, we have removed all sentences and paragraphs attributing the antioxidant effects directly to SCFA production, as these metabolites were not measured in our assays.</p>
<p>====================================================================================</p>
<p>Reviewer #2:</p>
<p>I would like to commend the authors for conducting this study and for their dedication, as handling bees is inherently challenging. However, several key points require clarification to strengthen the scientific relevance and clarity of the work.</p>
<p>We sincerely appreciate your commendable feedback regarding our study. Handling and monitoring honey bees under strict experimental parameters is indeed challenging, and we are grateful for your recognition of our efforts. We have carefully considered each of the key points you raised to strengthen the scientific relevance and clarity of our work. Detailed responses and corresponding manuscript revisions are provided below.</p>
<p>• It is unclear whether worker bees were reared from emergence (day 0) to 21 days under the different diets and temperature conditions. We have revised the Materials and Methods section to clarify that worker bees were indeed reared from emergence (day 0) for 21 days under their respective dietary regimens at optimal temperatures before the thermal stress phase was initiated.</p>
<p>• The timing of mortality assessment should be clarified, as it is not specified whether it was recorded from emergence or only after 21 days. Mortality assessments specifically targeting thermal stress were recorded only after the initial 21-day feeding period. The 21-day period was designed solely to allow for the colonization of probiotic bacteria and the physiological maturation of the young bees. Heat stress treatments were applied immediately following this nutritional phase to evaluate how the established dietary regimens impacted survival against thermal challenges.</p>
<p>• The rationale for choosing a 21-day period for rearing and measurements should also be explained, and including a photograph of the experimental cage would improve reproducibility.</p>
<p>The 21-day period was strategically chosen to cover the critical physiological maturation phase of worker bees (the nursing stage). This duration ensures the full establishment of the gut microbiota and the integration of dietary supplements into the bees' metabolism prior to stress application, aligning with established protocols in honey bee nutritional studies. We have added this rationale to the text. Additionally, a photograph of the experimental cages has been added as Figure S1 in the Supplementary Material, and a corresponding reference has been placed in the Materials and Methods section to aid reproducibility.</p>
<p>• Regarding diet composition, the study provided syrup and water but no pollen. Since pollen is the primary protein source for bees, its absence may affect the interpretation of the results. We apologize for omitting this detail in the original draft. In addition to syrup and water, pollen was provided to the bees continuously (ad libitum). It was delivered via modified syringes mounted horizontally through the cage walls, allowing the bees direct access to the pollen paste. This critical detail has now been explicitly added to the revised manuscript to prevent any misunderstanding regarding protein availability.</p>
<p>• Furthermore, only a combined probiotic and prebiotic treatment was tested. Testing individual treatments could help determine whether the observed effects are due to a synergistic action or a single component. We agree that testing individual components would yield fascinating comparative data. However, the decision to focus exclusively on the combined application (synbiotics) was based on several strategic and logistical considerations:</p>
<p>o Synergistic Rationale: Prebiotics are specifically utilized as a selective substrate for administered probiotic strains to enhance their colonization and metabolic activity. Our primary objective was to evaluate the maximum potential of this combined nutritional intervention against severe thermal stress, rather than dissecting individual contributions.</p>
<p>o Existing Literature: Previous studies have separately established the baseline benefits of individual probiotics and prebiotics. Our goal was to test the hypothesis that a combined approach provides a more robust physiological buffer.</p>
<p>o Experimental Scale: Including individual treatment groups for every concentration across four temperature regimes would have tripled our experimental units, making daily monitoring and biochemical sampling logistically unfeasible for this specific study. As suggested, we have added a paragraph in the Discussion section formally acknowledging this limitation.</p>
<p>• Concerning temperature treatments, the reported survival under extreme conditions of 4°C and 40°C from day 0 to 21 seems unlikely. Details on the initial number of bees, mortality rates, and any sampling losses should be provided to justify survival under these conditions. We realize our initial description of the experimental timeline caused confusion, and we completely agree that survival under those extremes for 21 days would be highly unlikely. To clarify:</p>
<p>o Pre-treatment Period (Day 1 to 21): Newly emerged bees were maintained under optimal laboratory conditions (35°C and 60% RH) for 21 days. No thermal stress was applied during this phase. Natural mortality was negligible.</p>
<p>o Thermal Stress Phase (After Day 21): The extreme thermal stresses (4, 15, and 40°C) were applied only after this 21-day pre-treatment period.</p>
<p>Survival Observations under Stress: Once thermal stress began, mortality rates increased rapidly, exactly as expected. At 40°C, 100% mortality was reached within approximately 4 days. We have revised the Abstract and Materials &amp; Methods sections to clearly distinguish between the benign pre-treatment phase and the acute thermal stress phase.</p>
<p>• The statistical methods section also requires clarification. The software used, such as SPSS, should be stated at the beginning of the analysis section. Survival analysis should specify that the Kaplan–Meier estimator was applied, while other parameters should be analyzed using a two-way ANOVA with diet and temperature as the two factors. The Statistical Methods section has been completely revised based on your recommendations. We have moved the software information (SPSS) to the beginning of the section. We explicitly state the use of the Kaplan–Meier estimator for survival analysis. Furthermore, we have clarified that a two-way ANOVA (factorial design) was employed for all other parameters, specifying diet and temperature as the primary factors.</p>
<p>• In summary, this study is valuable and the work is commendable, but clarification on the rearing protocol, diet, temperature conditions, and statistical analysis is essential to strengthen the manuscript, improve reproducibility, and increase its scientific impact. Thank you.</p>
<p>===================================================================================</p>
<p>Reviewer #3:</p>
<p>This study is very timely in the era of global climate change, as winters are becoming increasingly harsh and honey bee health is declining due to cold-season nutritional deficiencies. Supplementation with pre- and probiotics is therefore important. The study is well written and suitable for minor revision.</p>
<p>We sincerely thank you for this constructive critique and for recognizing the timeliness and relevance of this study in the context of global climate change. We have carefully considered each of your points and incorporated your recommended structural and conceptual changes into the revised manuscript. Detailed responses are provided below.</p>
<p>1. Lines 63–64: The claim that stress leads to bee population losses is overstated. Stressors can threaten colony health, but they do not necessarily cause population decline, particularly in managed honey bees, where resilience, husbandry practices, and nutrition mitigate impacts. Please temper this statement and, throughout the manuscript, avoid overgeneralizations by distinguishing colony-level stress from population-level trends. Support any population-level claims with appropriate, recent citations and revise the wording to reflect the current evidence base. As suggested, we have tempered our statements regarding population-level declines. We revised the manuscript to clearly distinguish between localized colony-level stress and broader population trends, explicitly acknowledging that managed bees often exhibit high resilience due to modern husbandry practices and supplemental nutrition. We have also added recent citations to support these nuanced points.</p>
<p>2. Hemagglutinins- check spelling it is the same spelling in the google. Done.</p>
<p>3. Line 68: Please insert a paragraph break to separate the oxidative stress discussion from the preceding text, improving readability and logical flow. Done.</p>
<p>4. In the final paragraph, please add a dedicated, well-structured section on honeybee–thermal–microbiome interactions. Summarize how the gut microbiome responds under thermal stress (both heat waves and cold spells), and how these shifts may influence resilience, colony health, and pathogen susceptibility. Highlight mechanisms by which bees maintain their microbiome and how the microbiome may, in turn, bolster bee resilience. After this synthesis, transition to probiotics and prebiotics, explaining how they may directly or indirectly support the gut microbiome. To create a clear, “funnel-shaped” narrative: start with thermal stress impacts, then discuss bee–microbiome resilience mechanisms, and conclude with interventions (probiotics/prebiotics). Please incorporate and appropriately cite relevant studies, for example:</p>
<p>• High temperatures: “Hot and Bothered: Bees’ Gut Microbiome Shifts Under Thermal Stress and Pathogen Infection” (J.I. Van Wyk et al., 2025); “Thermal niches of specialized gut symbionts: the case of social bees” (T.J. Hammer, E. Le, N.A. Moran).</p>
<p>• Low temperatures: “High abundance of lactobacilli in the gut microbiome of honey bees during winter” (Brar et al., 2025); “Overwintering Honey Bee Col</p>
<supplementary-material id="pone.0352149.s004" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" position="float" xlink:href="info:doi/10.1371/journal.pone.0352149.s004" xlink:type="simple">
<label>Attachment</label>
<caption>
<p>Submitted filename: <named-content content-type="submitted-filename">Probiotics and prebiotics. Response to Reviewers.Final.docx</named-content></p>
</caption>
</supplementary-material>
</body>
</sub-article>
<sub-article article-type="aggregated-review-documents" id="pone.0352149.r003" specific-use="decision-letter">
<front-stub>
<article-id pub-id-type="doi">10.1371/journal.pone.0352149.r003</article-id>
<title-group>
<article-title>Decision Letter 1</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name name-style="western"><surname>López</surname>
<given-names>Vicente Martínez</given-names>
</name>
<role>Academic Editor</role>
</contrib>
</contrib-group>
<permissions>
<copyright-year>2026</copyright-year>
<copyright-holder>Vicente Martínez López</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p></license>
</permissions>
<related-object document-id="10.1371/journal.pone.0352149" document-id-type="doi" document-type="article" id="rel-obj004" link-type="peer-reviewed-article"/>
<custom-meta-group>
<custom-meta>
<meta-name>Submission Version</meta-name>
<meta-value>1</meta-value>
</custom-meta>
</custom-meta-group>
</front-stub>
<body>
<p><named-content content-type="letter-date">8 Jun 2026</named-content></p>
<p>&lt;p&gt;Protecting honey bees (Apis mellifera) from thermal stress: Probiotics and prebiotics buffer the survival and antioxidant enzyme activity</p>
<p>PONE-D-26-03238R1</p>
<p>Dear Dr. Bahreini,</p>
<p>We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.</p>
<p>Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.</p>
<p>An invoice will be generated when your article is formally accepted. Please note, if your institution has a publishing partnership with PLOS and your article meets the relevant criteria, all or part of your publication costs will be covered. Please make sure your user information is up-to-date by logging into Editorial Manager at <ext-link ext-link-type="uri" xlink:href="https://www.editorialmanager.com/pone/" xlink:type="simple">Editorial Manager®</ext-link> and clicking the ‘Update My Information' link at the top of the page. For questions related to billing, please contact <ext-link ext-link-type="uri" xlink:href="https://plos.my.site.com/s/" xlink:type="simple">billing support</ext-link>.</p>
<p>If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact <email xlink:type="simple">onepress@plos.org</email>.</p>
<p>Kind regards,</p>
<p>Vicente Martínez López</p>
<p>Academic Editor</p>
<p>PLOS One</p>
<p>Additional Editor Comments (optional):</p>
<p>Reviewers' comments:</p>
<p>Reviewer's Responses to Questions</p>
<p>--&gt;<bold>Comments to the Author</bold></p>
<p>1. If the authors have adequately addressed your comments raised in a previous round of review and you feel that this manuscript is now acceptable for publication, you may indicate that here to bypass the “Comments to the Author” section, enter your conflict of interest statement in the “Confidential to Editor” section, and submit your "Accept" recommendation.--&gt;</p>
<p>Reviewer #1: All comments have been addressed</p>
<p>Reviewer #2: All comments have been addressed</p>
<p>Reviewer #3: All comments have been addressed</p>
<p>**********</p>
<p>--&gt;2. Is the manuscript technically sound, and do the data support the conclusions?</p>
<p>The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. --&gt;</p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>Reviewer #3: Yes</p>
<p>**********</p>
<p>--&gt;3. Has the statistical analysis been performed appropriately and rigorously? --&gt;</p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>Reviewer #3: Yes</p>
<p>**********</p>
<p>--&gt;4. Have the authors made all data underlying the findings in their manuscript fully available?</p>
<p>The <ext-link ext-link-type="uri" xlink:href="http://www.plosone.org/static/policies.action#sharing" xlink:type="simple">PLOS Data policy</ext-link> requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.--&gt;</p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>Reviewer #3: Yes</p>
<p>**********</p>
<p>--&gt;5. Is the manuscript presented in an intelligible fashion and written in standard English?</p>
<p>PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.--&gt;</p>
<p>Reviewer #1: Yes</p>
<p>Reviewer #2: Yes</p>
<p>Reviewer #3: Yes</p>
<p>**********</p>
<p>--&gt;6. Review Comments to the Author</p>
<p>Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters)--&gt;</p>
<p>Reviewer #1: The authors have revised the manuscript according to the Reviewr´s suggestions. They have done a a good work.</p>
<p>Reviewer #2: The authors have carefully and thoroughly addressed all the comments and concerns raised during the previous review round. Their responses are clear, detailed, and scientifically sound. The requested clarifications and revisions have been appropriately incorporated into the revised manuscript, which has significantly improved its clarity, quality, and scientific rigor. I appreciate the effort made by the authors to address the reviewers' suggestions and to strengthen the manuscript accordingly. In my opinion, the revised version satisfactorily addresses all major concerns, and I therefore recommend its acceptance for publication.</p>
<p>Reviewer #3: The manuscript has been significantly improved. No further comments.</p>
<p>The manuscript has been significantly improved. No further comments.</p>
<p>**********</p>
<p>--&gt;7. PLOS authors have the option to publish the peer review history of their article (<ext-link ext-link-type="uri" xlink:href="https://journals.plos.org/plosone/s/editorial-and-peer-review-process#loc-peer-review-history" xlink:type="simple">what does this mean?</ext-link>). If published, this will include your full peer review and any attached files.</p>
<p>If you choose “no”, your identity will remain anonymous but your review may still be made public.</p>
<p><bold>Do you want your identity to be public for this peer review?</bold>  For information about this choice, including consent withdrawal, please see our <ext-link ext-link-type="uri" xlink:href="https://www.plos.org/privacy-policy" xlink:type="simple">Privacy Policy</ext-link>.--&gt;</p>
<p>Reviewer #1: <bold>Yes:</bold> Maria Agustina Rodriguez</p>
<p>Reviewer #2: <bold>Yes:</bold> KHEDIDJI Hassiba</p>
<p>Reviewer #3: No</p>
<p>**********</p>
</body>
</sub-article>
<sub-article article-type="editor-report" id="pone.0352149.r004" specific-use="acceptance-letter">
<front-stub>
<article-id pub-id-type="doi">10.1371/journal.pone.0352149.r004</article-id>
<title-group>
<article-title>Acceptance letter</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name name-style="western"><surname>López</surname>
<given-names>Vicente Martínez</given-names>
</name>
<role>Academic Editor</role>
</contrib>
</contrib-group>
<permissions>
<copyright-year>2026</copyright-year>
<copyright-holder>Vicente Martínez López</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
<license-p>This is an open access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">Creative Commons Attribution License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p></license>
</permissions>
<related-object document-id="10.1371/journal.pone.0352149" document-id-type="doi" document-type="article" id="rel-obj005" link-type="peer-reviewed-article"/>
</front-stub>
<body>
<p>PONE-D-26-03238R1</p>
<p>PLOS One</p>
<p>Dear Dr. Bahreini,</p>
<p>I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS One. Congratulations! Your manuscript is now being handed over to our production team.</p>
<p>At this stage, our production department will prepare your paper for publication. This includes ensuring the following:</p>
<p>* All references, tables, and figures are properly cited</p>
<p>* All relevant supporting information is included in the manuscript submission,</p>
<p>* There are no issues that prevent the paper from being properly typeset</p>
<p>You will receive further instructions from the production team, including instructions on how to review your proof when it is ready. Please keep in mind that we are working through a large volume of accepted articles, so please give us a few days to review your paper and let you know the next and final steps.</p>
<p>Lastly, if your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact <email xlink:type="simple">onepress@plos.org</email>.</p>
<p>You will receive an invoice from PLOS for your publication fee after your manuscript has reached the completed accept phase. If you receive an email requesting payment before acceptance or for any other service, this may be a phishing scheme. Learn how to identify phishing emails and protect your accounts at <ext-link ext-link-type="uri" xlink:href="https://explore.plos.org/phishing" xlink:type="simple">https://explore.plos.org/phishing</ext-link>.</p>
<p>If we can help with anything else, please email us at <email xlink:type="simple">customercare@plos.org</email>.</p>
<p>Thank you for submitting your work to PLOS ONE and supporting open access.</p>
<p>Kind regards,</p>
<p>PLOS ONE Editorial Office Staff</p>
<p>on behalf of</p>
<p>Dr. Vicente Martínez López</p>
<p>Academic Editor</p>
<p>PLOS One</p>
</body>
</sub-article>
</article>