<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1d3 20150301//EN" "http://jats.nlm.nih.gov/publishing/1.1d3/JATS-journalpublishing1.dtd">
<article article-type="research-article" dtd-version="1.1d3" xml:lang="en" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<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.0291829</article-id>
<article-id pub-id-type="publisher-id">PONE-D-23-08973</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Cardiology</subject><subj-group><subject>Arrhythmia</subject><subj-group><subject>Atrial fibrillation</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Medical conditions</subject><subj-group><subject>Infectious diseases</subject><subj-group><subject>Viral diseases</subject><subj-group><subject>COVID 19</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Pulmonology</subject><subj-group><subject>Pneumonia</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Medical conditions</subject><subj-group><subject>Respiratory disorders</subject><subj-group><subject>Acute respiratory distress syndrome</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Pulmonology</subject><subj-group><subject>Respiratory disorders</subject><subj-group><subject>Acute respiratory distress syndrome</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Critical care and emergency medicine</subject><subj-group><subject>Respiratory failure</subject><subj-group><subject>Acute respiratory distress syndrome</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Medical conditions</subject><subj-group><subject>Respiratory disorders</subject><subj-group><subject>Respiratory failure</subject><subj-group><subject>Acute respiratory distress syndrome</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Pulmonology</subject><subj-group><subject>Respiratory disorders</subject><subj-group><subject>Respiratory failure</subject><subj-group><subject>Acute respiratory distress syndrome</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Epidemiology</subject></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Physiology</subject><subj-group><subject>Immune physiology</subject><subj-group><subject>Cytokines</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Biology and life sciences</subject><subj-group><subject>Immunology</subject><subj-group><subject>Immune system</subject><subj-group><subject>Innate immune system</subject><subj-group><subject>Cytokines</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Immunology</subject><subj-group><subject>Immune system</subject><subj-group><subject>Innate immune system</subject><subj-group><subject>Cytokines</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>Developmental biology</subject><subj-group><subject>Molecular development</subject><subj-group><subject>Cytokines</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Medical conditions</subject><subj-group><subject>Cardiovascular diseases</subject><subj-group><subject>Cardiovascular disease risk</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Cardiology</subject><subj-group><subject>Cardiovascular medicine</subject><subj-group><subject>Cardiovascular diseases</subject><subj-group><subject>Cardiovascular disease risk</subject></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3">
<subject>Medicine and health sciences</subject><subj-group><subject>Nephrology</subject><subj-group><subject>Renal diseases</subject><subj-group><subject>Chronic kidney disease</subject></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Unveiling the silent threat of new onset atrial fibrillation in covid-19 hospitalized patients: A retrospective cohort study</article-title>
<alt-title alt-title-type="running-head">Unveiling the Silent Threat of New Onset Atrial Fibrillation in COVID-19 Hospitalized Patients</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-7233-1584</contrib-id>
<name name-style="western">
<surname>Shakir</surname>
<given-names>Muhammad</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</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/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/software/">Software</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>Hassan</surname>
<given-names>Syed Muhammad</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/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="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Adil</surname>
<given-names>Ursala</given-names>
</name>
<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/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="aff003"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">https://orcid.org/0000-0002-1316-7104</contrib-id>
<name name-style="western">
<surname>Abidi</surname>
<given-names>Syed Muhammad Aqeel</given-names>
</name>
<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="aff004"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Ali</surname>
<given-names>Syed Ahsan</given-names>
</name>
<role content-type="http://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role content-type="http://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role content-type="http://credit.niso.org/contributor-roles/project-administration/">Project administration</role>
<role content-type="http://credit.niso.org/contributor-roles/visualization/">Visualization</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-group>
<aff id="aff001"><label>1</label> <addr-line>Department of Surgery, The Aga Khan University Hospital Karachi, Karachi, Pakistan</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>Department of Internal Medicine, The Aga Khan University Hospital Karachi, Karachi, Pakistan</addr-line></aff>
<aff id="aff003"><label>3</label> <addr-line>Department of Family Medicine, The Aga Khan University Hospital Karachi, Karachi, Pakistan</addr-line></aff>
<aff id="aff004"><label>4</label> <addr-line>The Aga Khan University Medical College Karachi, Karachi, Pakistan</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Yaqoob</surname>
<given-names>Uzair</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>Hamdard University Hospital, PAKISTAN</addr-line></aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>The authors have declared that no competing interest exists</p>
</fn>
<corresp id="cor001">* E-mail: <email xlink:type="simple">muhammad.shakir@alumni.aku.edu</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>1</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>19</volume>
<issue>1</issue>
<elocation-id>e0291829</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>3</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>6</day>
<month>9</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-year>2024</copyright-year>
<copyright-holder>Shakir 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.0291829"/>
<abstract>
<sec id="sec001">
<title>Background</title>
<p>COVID-19, a highly infectious respiratory disease, has been associated with a range of cardiovascular complications. One of the most commonly reported cardiovascular issues in COVID-19 patients is the development of arrhythmias. Among all types of arrhythmias, atrial fibrillation is the most frequently observed. Atrial fibrillation is characterized by an irregular and often rapid heartbeat, and it can be a serious and potentially life-threatening condition.</p>
</sec>
<sec id="sec002">
<title>Objective</title>
<p>To investigate the incidence and association of new onset atrial fibrillation in COVID-19 hospitalized patients and its impact on survival.</p>
</sec>
<sec id="sec003">
<title>Method</title>
<p>A retrospective cross-sectional study that encompassed all patients, both positive and negative for COVID-19, who were consecutively admitted to the Aga Khan University Hospital in Karachi, a tertiary care facility, from June 2021 to December 2021.</p>
</sec>
<sec id="sec004">
<title>Results</title>
<p>A total of 1,313 patients who met the inclusion criteria of our study were enrolled as participants. These patients were then stratified into two groups based on COVID-19 status: the study group (COVID-19 positive) comprised 626 (47.7%) patients and the control group (COVID-19 negative) consisted of 687 (52.3%) patients. The incidence of new-onset atrial fibrillation was 85 (13.6%) in COVID-19 positive compared to 43 (5.2%) in COVID-19 negative group. The study found a strong association between COVID-19 and new-onset atrial fibrillation in both univariate (unadjusted odd ratio 2.35 [95% CI, 1.60–3.45], p-value &lt; 0.01) and a multiple-adjusted regression analysis (adjusted odd ratio 3.86 [95% CI, 2.31–6.44], p-value &lt; 0.01).</p>
</sec>
<sec id="sec005">
<title>Conclusion</title>
<p>These findings highlight the importance of vigilant monitoring of cardiovascular complications in COVID-19 patients, especially those with pre-existing conditions that predispose them to the development of atrial fibrillation. The study underscores the need for prompt recognition and management of new onset atrial fibrillation in COVID-19 patients, as this may mitigate the risk of adverse outcomes and improve overall prognosis.</p>
</sec>
</abstract>
<funding-group>
<funding-statement>The author received no specific funding for this work.</funding-statement>
</funding-group>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<page-count count="10"/>
</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="sec016">supporting information</xref> files</meta-value>
</custom-meta>
<custom-meta id="outbreaks">
<meta-name>Outbreaks</meta-name>
<meta-value>COVID-19</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec006" sec-type="intro">
<title>Introduction</title>
<p>Atrial fibrillation (AF) is a common dysrhythmia characterized by chaotic heart rhythm and irregular ventricular rate [<xref ref-type="bibr" rid="pone.0291829.ref001">1</xref>]. It occurs when electrical impulses fire from multiple sites in both atria, overwhelming the ventricles and causing abnormal blood pumping. AF also increases the risk of thromboembolic events, particularly stroke, due to blood stasis [<xref ref-type="bibr" rid="pone.0291829.ref002">2</xref>]. The Framingham Heart study reports a lifetime risk of AF in older adults as 1 in 5 [<xref ref-type="bibr" rid="pone.0291829.ref003">3</xref>].</p>
<p>Patients who are critically ill or admitted in ICU with sepsis or shock like condition are more susceptible to develop new onset atrial fibrillation (NOAF) [<xref ref-type="bibr" rid="pone.0291829.ref004">4</xref>]. Incidence varies substantially amongst critically ill and ICU patients; however, studies demonstrate it from 1.7% to 43.9%. NOAF is usually thought to be a consequence of critical illness, including inflammation, electrolyte disturbances, or pro arrhythmic medications, namely vasopressors and inotropes [<xref ref-type="bibr" rid="pone.0291829.ref005">5</xref>, <xref ref-type="bibr" rid="pone.0291829.ref006">6</xref>].</p>
<p>Coronavirus disease 2019 (COVID-19) emerged in early December 2019 in Wuhan (Hubei, China) as a viral infection with pneumonia and respiratory syndrome caused by a new coronavirus, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The spectrum of infection ranges from asymptomatic to critical. Among hospitalized patients, the proportion of critical disease is higher, with 30% of patients requiring intensive care. Most of the fatal cases occurred in patients with advanced age or underlying medical comorbidities such as cardiovascular disease, arterial hypertension, diabetes mellitus, chronic lung disease, chronic kidney disease, obesity, or cancer [<xref ref-type="bibr" rid="pone.0291829.ref007">7</xref>]. Due to its rapid world-wide, human to human transmission via droplets and direct contact, it has been declared as pandemic by the World Health Organization [WHO] in March 2020 [<xref ref-type="bibr" rid="pone.0291829.ref008">8</xref>]. The mortality rate is higher in COVID infected elderly population particularly those who have underlying comorbid conditions [<xref ref-type="bibr" rid="pone.0291829.ref010">10</xref>].</p>
<p>Arrhythmias are often reported in COVID-19 patients, with AF being the most common form [<xref ref-type="bibr" rid="pone.0291829.ref008">8</xref>, <xref ref-type="bibr" rid="pone.0291829.ref009">9</xref>] A systematic review of 21,653 hospitalized COVID-19 patients demonstrated a pooled prevalence of atrial fibrillation (AF) of 11%, with a notably higher prevalence among older patients (≥60 years) compared to younger patients (&lt;60 years) (13% vs. 5%). Geographically, Europeans exhibited the highest AF prevalence at 15%, followed by Americans (11%), Asians (6%), and Africans (2%). Moreover, the prevalence of AF was six times greater in patients with severe COVID-19 compared to those with non-severe COVID-19 (19% vs. 3%) [<xref ref-type="bibr" rid="pone.0291829.ref010">10</xref>]. In another study involving a cohort of 30,999 COVID-19 hospitalized patients from 120 institutions across the United States, 5.4% experienced new-onset AF during their index hospitalization [<xref ref-type="bibr" rid="pone.0291829.ref011">11</xref>]. Additionally, an independent study involving 187,716 COVID-19 patients, the observed prevalence of AF was up to 8% (95% CI: 6.3–10.2%, 95% prediction intervals (PI): 2.0–27.1%) within the affected population [<xref ref-type="bibr" rid="pone.0291829.ref012">12</xref>]. New-onset AF in COVID-19 patients is a poor prognostic predictor and associated with poor outcomes as it is associated with higher incidence of thromboembolic events, bleeding risk and longer hospital stays [<xref ref-type="bibr" rid="pone.0291829.ref013">13</xref>, <xref ref-type="bibr" rid="pone.0291829.ref014">14</xref>].</p>
<p>Infections and inflammation promote AF through various mechanisms. They trigger an immune response, releasing inflammatory mediators and cytokines that directly affect the electrical properties of the heart, disrupting its normal rhythm. This can lead to electrical remodeling and fibrosis in the atrial tissue, causing conduction abnormalities and facilitating AF. Additionally, infections and inflammation can disrupt the balance between the sympathetic and parasympathetic nervous systems, resulting in autonomic dysfunction that alters the electrical stability of the atria. Inflammatory cascades activated by infections and inflammation, along with oxidative stress, further contribute to atrial remodeling and the development of AF. The relationship between infections, inflammation, and AF is complex, and ongoing research aims to better understand these mechanisms for potential therapeutic interventions [<xref ref-type="bibr" rid="pone.0291829.ref015">15</xref>, <xref ref-type="bibr" rid="pone.0291829.ref016">16</xref>].</p>
<p>The precise underlying mechanism of NOAF in COVID-19 remains incompletely elucidated, although a number of presumed mechanisms have been postulated. These include COVID-19-triggered systemic inflammation, viral myocarditis, dysregulation of the autonomic nervous system, hypercoagulability and thromboembolism, as well as electrolyte homeostasis imbalance and cardiac injury [<xref ref-type="bibr" rid="pone.0291829.ref017">17</xref>, <xref ref-type="bibr" rid="pone.0291829.ref018">18</xref>].</p>
<p>A systematic review and meta-analysis of 280,589 community acquired pneumonia (CAP) patients found a prevalence of new-onset AF up to 7.6%, with potential rates of up to 13% [<xref ref-type="bibr" rid="pone.0291829.ref019">19</xref>]. In one of the reviews, the average occurrence of new-onset atrial fibrillation (AF) in patients with sepsis was found to be 20.6%. This incidence varied between retrospective studies (14.7%) and prospective studies (31.6%) [<xref ref-type="bibr" rid="pone.0291829.ref020">20</xref>]. However, another study of critically ill patients with sepsis, severe sepsis, and septic shock, the weighted mean incidence of AF was determined to be 8% (with a range of 0% to 14%), 10% (with a range of 4% to 23%), and 23% (with a range of 6% to 46%), respectively [<xref ref-type="bibr" rid="pone.0291829.ref021">21</xref>].</p>
<p>The frequency of new onset atrial fibrillation in COVID 19 patients have not been studied in our population. As absolute treatment regimen to combat this deadly virus is still under investigation and the better health facility is not in reach of every average person in resource limited settings due to economic instability, so recognition of new on-set atrial fibrillation and early intervention is important to reduce the associated morbidity and mortality and providing patient care. We carried out this study to help clinicians understand the potential damage to the cardiovascular system caused by COVID-19 and strengthen the monitoring and preservation of cardiac function.</p>
</sec>
<sec id="sec007" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="sec008">
<title>Study design</title>
<p>A retrospective cross-sectional that included all consecutive patients admitted to Aga Khan University Hospital in Karachi, a tertiary care facility. The study population consisted of patients who were either confirmed to have COVID-19 or tested negative for the virus and were admitted to the hospital from 1<sup>st</sup> June 2021 to 30<sup>th</sup> December 2021.</p>
<p>The study received approval from the Ethical Review Committee (ERC) of the Aga Khan University Hospital Institutional Review Board, with a waiver of informed consent.</p>
<p>All cases of COVID‐19 were confirmed through real‐time reverse‐transcriptase polymerase chain reaction assays on nasopharyngeal swabs. Data was manually extracted from the electronic health record of AKU on Excel sheet.</p>
</sec>
<sec id="sec009">
<title>Eligibility criteria</title>
<p>The study population consisted of adult patients, both male and female, who were hospitalized at the time of inclusion. Inclusion criteria were limited to patients above the age of 18 years. However, patients with a history of atrial fibrillation or those who were already receiving rate or rhythm control medications for atrial fibrillation were excluded to maintain the homogeneity of the study population and reduce confounding factors.</p>
</sec>
<sec id="sec010">
<title>Data collection</title>
<p>The demographics (age, sex), diabetes mellitus (DM), hypertension (HTN), Non-ST-elevation myocardial infarction (NSTEMI), ischemic heart disease (IHD), cerebrovascular accident (CVA), chronic Kidney disease (CKD), acute kidney injury (AKI), obstructive lung disease (OLD), pneumonia (PNA), cytokine release syndrome (CRS), acute respiratory distress syndrome (ARDS), New onset atrial fibrillation (NOAF) were abstracted on Excel sheet from the medical health records.</p>
<p>All standard 12‐lead electrocardiograms (ECGs) recorded during hospitalization were reviewed. ECGs were recorded at 25 mm/s and 1 mV/cm according to standard protocol. Use of antiviral medications, steroids, and vasopressors during hospitalization were also abstracted. Cytokine release syndrome was defined as a severely over-reactive immune system that progresses in an unregulated manner which was characterized by increase in inflammatory markers particularly CRP and Ferritin.</p>
</sec>
<sec id="sec011">
<title>Statistical analysis</title>
<p>Data were analyzed on SPSS software Version 26.0. Descriptive statistics were used to analyze the baseline characteristics of the patients, with the results reported as frequencies and percentages. Univariate and multiple-adjusted regression analysis were performed to evaluate the relationship between variables and the outcome. Multivariable logistic regression, adjusted for demographics, pre-existing medical conditions, acute kidney injury, pneumonia, cytokine release syndrome, acute respiratory distress syndrome was performed to assess the predictors of the outcome (new onset atrial fibrillation). Unadjusted odd ratio (UOR) and adjusted odd ratios (AORs) were presented with a 95% confidence interval and a p-value of &lt; 0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="sec012" sec-type="results">
<title>Results</title>
<p>In the time frame from June to December 2021, 1,313 patients who met the inclusion criteria of our study were enrolled as participants. These patients were then stratified into two groups based on COVID-19 status: the study group consisted of 626 patients who tested positive for COVID-19 (47.7%) and the control group consisted of 687 patients who tested negative for COVID-19 (52.3%). The mean age of the participants was found to be 58.98 years, with a standard deviation (SD) of 17.01. Both groups showed a male dominance, with 360 (57.5%) patients in the study group and 353 (51.4%) patients in the control group, while 327 (42.5%) patients in the study group and 273 (48.6%) patients in the control group identified as female. In our cohort, 518 (82.7%) of the COVID-19 positive patients were admitted to the general medicine ward, while 108 (17.2%) were admitted to the ICU. In terms of severity of COVID positive patients, 139 (22.2%) individuals had non-severe COVID pneumonia, 342 (54.6%) had severe pneumonia, and 144 (23%) had critical COVID-19 pneumonia. On the other hand, the Covid-19 negative patient 590 (85%) were in ward and 97 (14.1%) were admitted to ICU.</p>
<p>The study group also showed a higher incidence of new-onset atrial fibrillation, with 85 (13.6%) patients in the COVID-19 positive group developing the condition compared to 43 (5.2%) patients in the COVID-19 negative group. Additionally, the mortality rate was higher in the COVID-19 positive group, with 78 (12.5%) compared to 36 (5.2%) patients in the control group during their hospital stay. The details of the two groups are presented in <xref ref-type="table" rid="pone.0291829.t001">Table 1</xref>.</p>
<table-wrap id="pone.0291829.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0291829.t001</object-id>
<label>Table 1</label> <caption><title>Characteristics of the two groups.</title></caption>
<alternatives>
<graphic id="pone.0291829.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0291829.t001" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left">Variables</th>
<th align="left">Covid Positive (n = 626)</th>
<th align="left">Covid Negative (n = 687)</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age(years) Mean ± SD</td>
<td align="left">58 ± 15</td>
<td align="left">59 ±19</td>
</tr>
<tr>
<td align="left">Sex (male)</td>
<td align="left">360 (57.5%)</td>
<td align="left">353 (51.4%)</td>
</tr>
<tr>
<td align="left">DM</td>
<td align="left">38 (6.1%)</td>
<td align="left">264 (38.4%)</td>
</tr>
<tr>
<td align="left">HTN</td>
<td align="left">29(4.6%)</td>
<td align="left">318 (46.3%)</td>
</tr>
<tr>
<td align="left">NSTEMI</td>
<td align="left">31 (5%)</td>
<td align="left">63 (9.2%)</td>
</tr>
<tr>
<td align="left">IHD</td>
<td align="left">82 (13.1%)</td>
<td align="left">84(12.2%)</td>
</tr>
<tr>
<td align="left">CVA</td>
<td align="left">16(2.6%)</td>
<td align="left">16 (2.3)</td>
</tr>
<tr>
<td align="left">CKD</td>
<td align="left">33 (5.3%)</td>
<td align="left">54 (7.7%)</td>
</tr>
<tr>
<td align="left">AKI</td>
<td align="left">82 (13.1%)</td>
<td align="left">165 (23.7%)</td>
</tr>
<tr>
<td align="left">Obstructive lung diseases</td>
<td align="left">8 (1.3%)</td>
<td align="left">16 (1.9%)</td>
</tr>
<tr>
<td align="left">Pneumonia</td>
<td align="left">56 (8.9%)</td>
<td align="left">58 (8.4%)</td>
</tr>
<tr>
<td align="left">Cytokine release syndrome</td>
<td align="left">90 (14.4%)</td>
<td align="left">0 (0%)</td>
</tr>
<tr>
<td align="left">ARDS</td>
<td align="left">18 (2.9%)</td>
<td align="left">0 (0%)</td>
</tr>
<tr>
<td align="left">Dyslipidemia</td>
<td align="left">14 (2.2%)</td>
<td align="left">70 (9.8%)</td>
</tr>
<tr>
<td align="left">NOAF</td>
<td align="left">85 (13.6%)</td>
<td align="left">43(6.3%)</td>
</tr>
<tr>
<td align="left">Death</td>
<td align="left">78 (12.5%)</td>
<td align="left">36 (5.2%)</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t001fn001"><p>Diabetes mellitus (DM), Hypertension (HTN), Non-ST-elevation myocardial infarction (NSTEMI), Ischemic heart disease (IHD), Cerebrovascular accident (CVA), Chronic Kidney disease (CKD), Acute kidney injury (AKI), obstructive lung disease (OLD), Pneumonia (PNA), Cytokine release syndrome (CRS), Acute respiratory distress syndrome (ARDS), New onset atrial fibrillation (NOAF).</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The unadjusted model, which investigated NOAF as an outcome, revealed an association between age, NSTEMI, IHD, CVA, and COVID (P-value &lt; 0.05) and the occurrence of new-onset atrial fibrillation. After running a logistic regression and obtaining the adjusted model, which controlled for other demographics and comorbidities while examining new-onset atrial fibrillation as the outcome, the association between COVID and new-onset atrial fibrillation was stronger (AOR 3.86 [95% CI, 2.31–6.44], p-value &lt; 0.01), compared to the unadjusted model (UOR 2.35 [95% CI, 1.60–3.45], p value &lt; 0.01). In the adjusted model, the association between AKI, IHD and CVA and NOAF was no longer statistically significant. Only age, NSTEMI, Pneumonia (PNA), and COVID showed a significant association (p-value &lt; 0.05) with new-onset atrial fibrillation. The details can be found in <xref ref-type="table" rid="pone.0291829.t002">Table 2</xref>.</p>
<table-wrap id="pone.0291829.t002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0291829.t002</object-id>
<label>Table 2</label> <caption><title>Unadjusted odd ratio (UOR) and adjusted odds ratio (AOR) (95% CI), NOAF as an outcome.</title></caption>
<alternatives>
<graphic id="pone.0291829.t002g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0291829.t002" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left">Variables</th>
<th align="left">UOR (95% CI)</th>
<th align="left">P-value</th>
<th align="left">AOR (95% CI)</th>
<th align="left">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age (years)</td>
<td align="left">1.03(1.018–1.0450)</td>
<td align="left">&lt; 0.01</td>
<td align="left">1.02(1.021–1.042)</td>
<td align="left">&lt; 0.01</td>
</tr>
<tr>
<td align="left">Sex (Male)</td>
<td align="left">1.13 (0.75–1.71.)</td>
<td align="left">0.536</td>
<td align="left">0.99 (0.64–1.53)</td>
<td align="left">0.97</td>
</tr>
<tr>
<td align="left">DM</td>
<td align="left">1.07 (0.70–1.65)</td>
<td align="left">0.730</td>
<td align="left">1.55 (0.84–2.86)</td>
<td align="left">0.160</td>
</tr>
<tr>
<td align="left">HTN</td>
<td align="left">1.10 (0.73–1.65)</td>
<td align="left">0.647</td>
<td align="left">1.39 (0.74–2.63)</td>
<td align="left">0.303</td>
</tr>
<tr>
<td align="left">NSTEMI</td>
<td align="left">2.99 (1.77–5.05)</td>
<td align="left">&lt;0.01</td>
<td align="left">2.40 (1.32–4.38)</td>
<td align="left">0.004</td>
</tr>
<tr>
<td align="left">IHD</td>
<td align="left">2.01 (1.27–3.18)</td>
<td align="left">0.003</td>
<td align="left">1.52 (0.91–2.53)</td>
<td align="left">0.104</td>
</tr>
<tr>
<td align="left">CVA</td>
<td align="left">2.68 (1.13–6.33)</td>
<td align="left">0.024</td>
<td align="left">2.07 (0.77–5.61)</td>
<td align="left">0.149</td>
</tr>
<tr>
<td align="left">CKD</td>
<td align="left">1.72 (0.92–3.20)</td>
<td align="left">0.086</td>
<td align="left">1.14 (0.57–2.26)</td>
<td align="left">0.706</td>
</tr>
<tr>
<td align="left">AKI</td>
<td align="left">1.82 (1.20–2.76)</td>
<td align="left">0.004</td>
<td align="left">1.49 (0.92–2.42)</td>
<td align="left">0.101</td>
</tr>
<tr>
<td align="left">Obstructive lung diseases</td>
<td align="left">0.45 (0.06–3.44)</td>
<td align="left">0.449</td>
<td align="left">0.43 (0.05–3.37)</td>
<td align="left">0.422</td>
</tr>
<tr>
<td align="left">Pneumonia</td>
<td align="left">3.79 (2.37–6.05)</td>
<td align="left">&lt; 0.01</td>
<td align="left">3.12 (1.85–5.25)</td>
<td align="left">&lt; 0.01</td>
</tr>
<tr>
<td align="left">Cytokine release syndrome</td>
<td align="left">1.30 (0.69–2.45)</td>
<td align="left">0.409</td>
<td align="left">0.86 (0.42–1.75)</td>
<td align="left">0.691</td>
</tr>
<tr>
<td align="left">ARDS</td>
<td align="left">2.69 (0.87–8.32)</td>
<td align="left">0.084</td>
<td align="left">1.44 (0.38–5.40)</td>
<td align="left">0.587</td>
</tr>
<tr>
<td align="left">Dyslipidemia</td>
<td align="left">0.46 (0.16–1.29)</td>
<td align="left">0.141</td>
<td align="left">0.37 (0.12–1.16)</td>
<td align="left">0.089</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">2.35 (1.60–3.45)</td>
<td align="left">&lt; 0.01</td>
<td align="left">3.86 (2.31–6.44)</td>
<td align="left">&lt; 0.01</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t002fn001"><p>Unadjusted odd ratio (UOR), adjusted odd ratio (AOR), Diabetes mellitus (DM), Hypertension (HTN), Non-ST-elevation myocardial infarction (NSTEMI), Ischemic heart disease (IHD), Cerebrovascular accident (CVA), Chronic Kidney disease (CKD), Acute kidney injury (AKI), obstructive lung disease (OLD), Pneumonia (PNA), Cytokine release syndrome (CRS), Acute respiratory distress syndrome (ARDS), New onset atrial fibrillation (NOAF).</p></fn>
</table-wrap-foot>
</table-wrap>
<p>A secondary analysis was conducted to examine the association between new-onset atrial fibrillation and death as the outcome of interest. The unadjusted analysis revealed that several factors, including age, NSTEMI, IHD, obstructive lung disease, pneumonia, Cytokine release syndrome, Acute respiratory distress syndrome, and COVID-19, were significantly associated with death (p&lt;0.05). However, NOAF was not found to have a significant association with death (UOR 1.09 [95% CI, 0.58–2.05], p-value 0.770). After conducting a logistical regression to adjust for the effect of other demographics and comorbidities, NOAF remained not significantly associated with death (AOR 0.52 [95% CI, 0.26–1.07], p-value 0.078). In the adjusted model, only age, hypertension, obstructive lung diseases, pneumonia, cytokine release syndrome, ARDS, and COVID-19 remained statistically significant predictors of death (p-value &lt; 0.05), and the association between NSTEMI and IHD with death was no longer significant. The detailed is depicted in <xref ref-type="table" rid="pone.0291829.t003">Table 3</xref>.</p>
<table-wrap id="pone.0291829.t003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pone.0291829.t003</object-id>
<label>Table 3</label> <caption><title>Unadjusted odds ratio (UOR) and adjusted odds ratio (AOR) (95% CI), death as an outcome.</title></caption>
<alternatives>
<graphic id="pone.0291829.t003g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pone.0291829.t003" xlink:type="simple"/>
<table>
<colgroup>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
<col align="left" valign="middle"/>
</colgroup>
<thead>
<tr>
<th align="left">Variables</th>
<th align="left">UOR (95% CI)</th>
<th align="left">P-value</th>
<th align="left">AOR (95% CI)</th>
<th align="left">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left">Age (years)</td>
<td align="left">1.03 (1.02–1.05)</td>
<td align="left">&lt;0.001</td>
<td align="left">1.03 (1.02–1.05)</td>
<td align="left">&lt;0.001</td>
</tr>
<tr>
<td align="left">Sex (male)</td>
<td align="left">1.3 (0.80–2.1)</td>
<td align="left">0.27</td>
<td align="left">1.09 (0.65–1.82)</td>
<td align="left">0.74</td>
</tr>
<tr>
<td align="left">DM</td>
<td align="left">1.09 (0.70–1.71)</td>
<td align="left">0.679</td>
<td align="left">1.27 (0.64–2.50)</td>
<td align="left">0.483</td>
</tr>
<tr>
<td align="left">HTN</td>
<td align="left">1.37 (0.91–2.08)</td>
<td align="left">0.128</td>
<td align="left">2.83 (1.41–5.70)</td>
<td align="left">0.003</td>
</tr>
<tr>
<td align="left">NSTEMI</td>
<td align="left">2.14 (1.19–3.87)</td>
<td align="left">0.011</td>
<td align="left">1.76 (0.87–3.56)</td>
<td align="left">0.113</td>
</tr>
<tr>
<td align="left">IHD</td>
<td align="left">1.98 (1.22–3.21)</td>
<td align="left">0.005</td>
<td align="left">1.55 (0.91–2.64)</td>
<td align="left">0.105</td>
</tr>
<tr>
<td align="left">CVA</td>
<td align="left">1.52 (0.52–4.41)</td>
<td align="left">0.441</td>
<td align="left">1.22 (0.37–4.02)</td>
<td align="left">0.178</td>
</tr>
<tr>
<td align="left">CKD</td>
<td align="left">1.78 (0.94–3.40)</td>
<td align="left">0.076</td>
<td align="left">1.64 (0.79–3.39)</td>
<td align="left">0.706</td>
</tr>
<tr>
<td align="left">AKI</td>
<td align="left">1.11 (0.68–1.79)</td>
<td align="left">0.664</td>
<td align="left">0.80 (0.45–1.42)</td>
<td align="left">0.453</td>
</tr>
<tr>
<td align="left">Obstructive lung diseases</td>
<td align="left">3.39 (1.21–9.43)</td>
<td align="left">0.019</td>
<td align="left">3.76 (1.27–11.1)</td>
<td align="left">0.017</td>
</tr>
<tr>
<td align="left">Pneumonia</td>
<td align="left">3.50 (2.13–5.73)</td>
<td align="left">&lt; 0.01</td>
<td align="left">3.46 (1.94–6.19)</td>
<td align="left">&lt; 0.01</td>
</tr>
<tr>
<td align="left">Cytokine release syndrome</td>
<td align="left">4.55 (2.77–7.49)</td>
<td align="left">&lt; 0.01</td>
<td align="left">4.13 (2.28–7.45)</td>
<td align="left">&lt; 0.01</td>
</tr>
<tr>
<td align="left">ARDS</td>
<td align="left">18.13 (6.90–47.9)</td>
<td align="left">&lt; 0.01</td>
<td align="left">9.39 (3.05–28.9)</td>
<td align="left">&lt; 0.01</td>
</tr>
<tr>
<td align="left">Dyslipidemia</td>
<td align="left">0.99 (0.16–1.29)</td>
<td align="left">0.989</td>
<td align="left">0.71 (0.27–1.85)</td>
<td align="left">0.491</td>
</tr>
<tr>
<td align="left">Covid-19</td>
<td align="left">2.57 (1.70–3.88)</td>
<td align="left">&lt; 0.01</td>
<td align="left">3.92 (2.12–7.22)</td>
<td align="left">&lt; 0.01</td>
</tr>
<tr>
<td align="left">NOAF</td>
<td align="left">1.09 (0.58–2.05)</td>
<td align="left">0.770</td>
<td align="left">0.52 (0.26–1.07)</td>
<td align="left">0.078</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t003fn001"><p>Unadjusted odd ratio (UOR), adjusted odd ratio (AOR), Diabetes mellitus (DM), Hypertension (HTN), Non-ST-elevation myocardial infarction (NSTEMI), Ischemic heart disease (IHD), Cerebrovascular accident (CVA), Chronic Kidney disease (CKD), Acute kidney injury (AKI), obstructive lung disease (OLD), Pneumonia (PNA), Cytokine release syndrome (CRS), Acute respiratory distress syndrome (ARDS), New onset atrial fibrillation (NOAF).</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec013" sec-type="conclusions">
<title>Discussion</title>
<p>This study was conducted within a single tertiary care center located in a lower middle income country and was designed as a single center-based study. The study population consisted of 626 patients diagnosed with COVID-19 and was analyzed to determine the incidence and association of new onset atrial fibrillation in COVID-19 hospitalized patients and its impact on survival.</p>
<p>The results of our study found the prevalence of new onset atrial fibrillation to be 13.6%. This incidence rate is higher compared to the findings of a recent multi-center study conducted in the United States, which included 27,851 patients and concluded that the incidence rate of new-onset atrial fibrillation among COVID-19 patients was 5.4% [<xref ref-type="bibr" rid="pone.0291829.ref014">14</xref>]. An earlier systematic review had placed the incidence rates of NOAF to be in between 4.33% and 14.61% [<xref ref-type="bibr" rid="pone.0291829.ref010">10</xref>]. These findings suggest that the incidence of new-onset atrial fibrillation in COVID-19 patients may be influenced by healthcare system factors such as variations in clinical awareness, screening protocols, or access to healthcare resources, may influence the identification and diagnosis of atrial fibrillation cases. Disparities in healthcare settings and practices across different regions or centers could contribute to differences in the reported prevalence rates. The rate of incidence of atrial fibrillation in the COVID negative group was 6.3%, less than half of that in COVID positive patients. The higher prevalence of NOAF in COVID-19 positive patients (13.6%) compared to COVID-negative patients (6.3%) may be explained by COVID-19-related factors such as systemic inflammation, direct viral involvement in cardiac tissue, and the exacerbation of pre-existing risk factors. Additionally, the systemic effects of COVID-19, including hypercoagulability and thromboembolic events, could contribute to atrial fibrillation development.</p>
<p>Atrial fibrillation is the most prevalent supraventricular arrhythmia observed in COVID-19 patients and is associated with an increased risk of complications. Timely recognition and treatment of AF are crucial, with anticoagulation therapy being a cornerstone in preventing thrombus formation and dislodgment. COVID-19 patients with AF are particularly vulnerable to adverse outcomes due to the underlying inflammatory response, endothelial dysfunction, and hypercoagulable state. Anticoagulants play a vital role in managing AF by inhibiting clotting and reducing the risk of atrial thrombus formation [<xref ref-type="bibr" rid="pone.0291829.ref022">22</xref>]. Early initiation of anticoagulation aims to mitigate the potential complications associated with thromboembolism, such as stroke and systemic embolism [<xref ref-type="bibr" rid="pone.0291829.ref013">13</xref>]. However, treatment decisions should consider individual patient factors and involve a multidisciplinary approach to optimize care for COVID-19 patients with AF.</p>
<p>The development of new-onset atrial fibrillation was found to be associated with older age and comorbidities such as NSTEMI and pneumonia. Both univariate and multiple-adjusted regression analysis revealed that patients with COVID had a higher likelihood of experiencing NOAF. Wollborn J, et al. reported COVID-19 patients to have 1.19 times more risk of developing atrial fibrillation than those COVID negative [<xref ref-type="bibr" rid="pone.0291829.ref023">23</xref>]. In a prospective cohort study of 280,592 elderly patients in the US, it was found that COVID-19 status exhibited a stronger independent association with AF compared to traditional cardiovascular co-morbidities such as congestive heart failure and coronary artery disease [<xref ref-type="bibr" rid="pone.0291829.ref024">24</xref>].</p>
<p>While it is evident from existing body of literature that an association exists between NOAF and mortality in COVID-19 patients; however, no association was found in our study this can be due to inappropriate study design, potentially inadequate sample size, and uncertainty regarding the reliability of assessing NOAF and mortality. Nevertheless, the presence of COVID was identified as a significant risk factor for mortality. The individuals who died during their treatment were more likely elderly, suffering from hypertension, obstructive lung disease, pneumonia, cytokine release syndrome, acute respiratory distress syndrome. Rosenblatt AG, et al. conducted a multi-center study with 30,999 participants but failed to establish a causal association between atrial fibrillation and mortality of patients [<xref ref-type="bibr" rid="pone.0291829.ref014">14</xref>]. However, other studies conducted have shown a significant association between atrial fibrillation and mortality [<xref ref-type="bibr" rid="pone.0291829.ref010">10</xref>]. Szarpak, et al. reports a 1.8 times increased mortality in COVID patients with NOAF than in COVID patients without any new-onset atrial fibrillation [<xref ref-type="bibr" rid="pone.0291829.ref018">18</xref>]. Although not fully understood, the association between mortality and new-onset atrial fibrillation is widely regarded, the possible pathophysiology behind which the mechanical stress on the cardiomyocytes (atrial remodeling), the hyperinflammatory condition (cytokine storm and oxidative stress), genetic susceptibility, and the electrical instability of atrial arrhythmias, etc. [<xref ref-type="bibr" rid="pone.0291829.ref025">25</xref>]. Romiti, et al. performed a systematic review and meta-analysis of 14 studies, they concluded that there was four times higher risk of mortality in COVID positive patients with atrial fibrillation as opposed to COVID positive patients with no atrial fibrillation [<xref ref-type="bibr" rid="pone.0291829.ref012">12</xref>].</p>
<p>The association between hypertension and mortality in the COVID-positive group, specifically in patients with new-onset atrial fibrillation, can be attributed to the combined effects of increased thromboembolic risk associated with both conditions. Atrial fibrillation and hypertension contribute to a prothrombotic state, leading to the formation and dislodgment of blood clots. COVID-19 infection exacerbates this risk by inducing systemic inflammation and endothelial dysfunction, further promoting clot formation [<xref ref-type="bibr" rid="pone.0291829.ref026">26</xref>]. These factors likely contribute to the adverse outcomes observed in COVID-positive patients with atrial fibrillation and hypertension. However, a comprehensive understanding of the underlying mechanisms necessitates further investigation.</p>
<p>In the future, healthcare providers should be aware and attentive to the potential cardiac impacts of COVID-19 on their patients. It is important for them to closely monitor patients for any signs of cardiac complications, including the onset of AF, and to provide timely and appropriate care to mitigate the potential negative impact on the patients’ health and survival.</p>
<sec id="sec014">
<title>Limitations</title>
<p>This study has some limitations that should be considered when interpreting the results. One such limitation is the retrospective design of the cohort, which has the potential to introduce bias. A prospective cohort study design would be a more ideal method for this analysis. Additionally, the atrial fibrillation was recorded via ECG, which might have missed some AF cases, and using a Holter monitor could have provided more comprehensive AF detection. The sample population was not stratified based on the severity of their disease, and there is no follow-up data or information on patient outcomes. Furthermore, the observational design of the study may not have fully accounted for all confounders, and the treatment regimen for atrial fibrillation is not specified or described.</p>
</sec>
</sec>
<sec id="sec015" sec-type="conclusions">
<title>Conclusion</title>
<p>The study aimed to uncover the association and incidence of new onset atrial fibrillation among COVID-19 hospitalized patients. The results of the study suggest that COVID-19 increases the risk of developing new onset atrial fibrillation, which is a potentially serious and life-threatening complication. The findings highlight the need for close monitoring of cardiovascular complications in COVID-19 patients, particularly in those who are at increased risk of atrial fibrillation due to other underlying conditions. The study also underscores the importance of early recognition and management of new onset atrial fibrillation in COVID-19 patients, which may help to prevent serious complications and improve outcomes. These results contribute to our understanding of the complex relationship between COVID-19 and cardiovascular health and may inform future research and clinical practice in this area.</p>
</sec>
<sec id="sec016" sec-type="supplementary-material">
<title>Supporting information</title>
<supplementary-material id="pone.0291829.s001" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" position="float" xlink:href="info:doi/10.1371/journal.pone.0291829.s001" xlink:type="simple">
<label>S1 Data</label>
<caption>
<title/>
<p>(XLSX)</p>
</caption>
</supplementary-material>
</sec>
</body>
<back>
<ref-list>
<title>References</title>
<ref id="pone.0291829.ref001"><label>1</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Stewart</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Hart</surname> <given-names>CL</given-names></name>, <name name-style="western"><surname>Hole</surname> <given-names>DJ</given-names></name>, <name name-style="western"><surname>McMurray</surname> <given-names>JJ</given-names></name>. <article-title>A population-based study of the long-term risks associated with atrial fibrillation: 20-year follow-up of the Renfrew/Paisley study</article-title>. <source>Am J Med</source>. <year>2002</year>;<volume>113</volume>(<issue>5</issue>):<fpage>359</fpage>–<lpage>64</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0002-9343(02)01236-6" xlink:type="simple">10.1016/s0002-9343(02)01236-6</ext-link></comment> <object-id pub-id-type="pmid">12401529</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref002"><label>2</label><mixed-citation publication-type="book" xlink:type="simple"><name name-style="western"><surname>Nesheiwat</surname> <given-names>Z</given-names></name>, <name name-style="western"><surname>Goyal</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Jagtap</surname> <given-names>M</given-names></name>. <chapter-title>Atrial Fibrillation</chapter-title>. [Updated <year>2023</year> <month>Apr</month> <day>26</day>]. In: <source>StatPearls [Internet]</source>. <publisher-loc>Treasure Island (FL)</publisher-loc>: <publisher-name>StatPearls Publishing</publisher-name>; 2023 Jan-. Available from: <ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/books/NBK526072/" xlink:type="simple">https://www.ncbi.nlm.nih.gov/books/NBK526072/</ext-link>.</mixed-citation></ref>
<ref id="pone.0291829.ref003"><label>3</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Staerk</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Wang</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Preis</surname> <given-names>SR</given-names></name>, <name name-style="western"><surname>Larson</surname> <given-names>MG</given-names></name>, <name name-style="western"><surname>Lubitz</surname> <given-names>SA</given-names></name>, <etal>et al</etal>. <article-title>Lifetime risk of atrial fibrillation according to optimal, borderline, or elevated levels of risk factors: cohort study based on longitudinal data from the Framingham Heart Study</article-title>. <source>BMJ</source>. <year>2018</year>;<volume>361</volume>:<fpage>k1453</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/bmj.k1453" xlink:type="simple">10.1136/bmj.k1453</ext-link></comment> <object-id pub-id-type="pmid">29699974</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref004"><label>4</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Arrigo</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Ishihara</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Feliot</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Rudiger</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Deye</surname> <given-names>N</given-names></name>, <etal>et al</etal>. <article-title>New-onset atrial fibrillation in critically ill patients and its association with mortality: A report from the FROG-ICU study</article-title>. <source>Int J Cardiol</source>. <year>2018</year>;<volume>266</volume>:<fpage>95</fpage>–<lpage>9</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ijcard.2018.03.051" xlink:type="simple">10.1016/j.ijcard.2018.03.051</ext-link></comment> <object-id pub-id-type="pmid">29887481</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref005"><label>5</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Wetterslev</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Haase</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Hassager</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Belley-Cote</surname> <given-names>EP</given-names></name>, <name name-style="western"><surname>McIntyre</surname> <given-names>WF</given-names></name>, <etal>et al</etal>. <article-title>New-onset atrial fibrillation in adult critically ill patients: a scoping review</article-title>. <source>Intensive Care Med</source>.<year>2019</year>;<volume>45</volume>(<issue>7</issue>):<fpage>928</fpage>–<lpage>38</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00134-019-05633-x" xlink:type="simple">10.1007/s00134-019-05633-x</ext-link></comment> <object-id pub-id-type="pmid">31089761</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref006"><label>6</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Klein Klouwenberg</surname> <given-names>PM</given-names></name>, <name name-style="western"><surname>Frencken</surname> <given-names>JF</given-names></name>, <name name-style="western"><surname>Kuipers</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Ong</surname> <given-names>DS</given-names></name>, <name name-style="western"><surname>Peelen</surname> <given-names>LM</given-names></name>, <etal>et al</etal>. <article-title>Incidence, Predictors, and Outcomes of New-Onset Atrial Fibrillation in Critically Ill Patients with Sepsis. A Cohort Study</article-title>. <source>Am J Respir Crit Care Med</source>. <year>2017</year>;<volume>195</volume>(<issue>2</issue>):<fpage>205</fpage>–<lpage>11</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1164/rccm.201603-0618OC" xlink:type="simple">10.1164/rccm.201603-0618OC</ext-link></comment> <object-id pub-id-type="pmid">27467907</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref007"><label>7</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>García-Granja</surname> <given-names>PE</given-names></name>, <name name-style="western"><surname>Veras</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Aparisi</surname> <given-names>Á</given-names></name>, <name name-style="western"><surname>Amat-Santos</surname> <given-names>IJ</given-names></name>, <name name-style="western"><surname>Catalá</surname> <given-names>P</given-names></name>, <etal>et al</etal>. <article-title>Atrial fibrillation in patients with SARS-CoV-2 infection</article-title>. <source>Medicina clinica (English ed)</source>. <year>2021</year>;<volume>157</volume>(<issue>2</issue>):<fpage>58</fpage>–<lpage>63</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.medcle.2021.01.010" xlink:type="simple">10.1016/j.medcle.2021.01.010</ext-link></comment> <object-id pub-id-type="pmid">34307884</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref008"><label>8</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Park</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Shin</surname> <given-names>JI</given-names></name>, <name name-style="western"><surname>Kim</surname> <given-names>DH</given-names></name>, <name name-style="western"><surname>Park</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Jeon</surname> <given-names>J</given-names></name>, <etal>et al</etal>. <article-title>Association of atrial fibrillation with infectivity and severe complications of COVID-19: A nationwide cohort study</article-title>. <source>Journal of medical virology</source>. <year>2022</year>;<volume>94</volume>(<issue>6</issue>):<fpage>2422</fpage>–<lpage>30</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/jmv.27647" xlink:type="simple">10.1002/jmv.27647</ext-link></comment> <object-id pub-id-type="pmid">35130367</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref009"><label>9</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Spinelli</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Pellino</surname> <given-names>G</given-names></name>. <article-title>COVID-19 pandemic: perspectives on an unfolding crisis</article-title>. <source>The British Journal of surgery</source>. <year>2020</year>;<volume>107</volume>(<issue>7</issue>):<fpage>785</fpage>–<lpage>7</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1002/bjs.11627" xlink:type="simple">10.1002/bjs.11627</ext-link></comment> <object-id pub-id-type="pmid">32191340</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref010"><label>10</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>Shao</surname> <given-names>W</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>J</given-names></name>, <name name-style="western"><surname>Huang</surname> <given-names>S</given-names></name>, <etal>et al</etal>. <article-title>Prevalence of Atrial Fibrillation and Associated Mortality Among Hospitalized Patients With COVID-19: A Systematic Review and Meta-Analysis</article-title>. <source>Frontiers in cardiovascular medicine</source>. <year>2021</year>;<volume>8</volume>:<fpage>720129</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fcvm.2021.720129" xlink:type="simple">10.3389/fcvm.2021.720129</ext-link></comment> <object-id pub-id-type="pmid">34722658</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref011"><label>11</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Sano</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Matsumoto</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Ikeda</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Kuroda</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Kitai</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Yonetsu</surname> <given-names>T</given-names></name>, <etal>et al</etal>. <article-title>New-Onset Atrial Fibrillation in Patients With Coronavirus Disease 2019 (COVID-19) and Cardiovascular Disease―Insights From the CLAVIS-COVID Registry―</article-title>. <source>Circulation Journal</source>. <year>2022</year> <month>Jul</month> <day>25</day>;<volume>86</volume>(<issue>8</issue>):<fpage>1237</fpage>–<lpage>44</lpage>.</mixed-citation></ref>
<ref id="pone.0291829.ref012"><label>12</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Romiti</surname> <given-names>GF</given-names></name>, <name name-style="western"><surname>Corica</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Lip</surname> <given-names>GYH</given-names></name>, <name name-style="western"><surname>Proietti</surname> <given-names>M</given-names></name>. <article-title>Prevalence and Impact of Atrial Fibrillation in Hospitalized Patients with COVID-19: A Systematic Review and Meta-Analysis</article-title>. <source>Journal of clinical medicine</source>. <year>2021</year>;<volume>10</volume>(<issue>11</issue>). <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/jcm10112490" xlink:type="simple">10.3390/jcm10112490</ext-link></comment> <object-id pub-id-type="pmid">34199857</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref013"><label>13</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Pardo Sanz</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Salido Tahoces</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Ortega Pérez</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>González Ferrer</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Sánchez Recalde</surname> <given-names>Á</given-names></name>, <etal>et al</etal>. <article-title>New onset atrial fibrillation during COVID-19 infection predicts poor prognosis</article-title>. <source>Cardiology journal</source>. <year>2021</year>;<volume>28</volume>(<issue>1</issue>):<fpage>34</fpage>–<lpage>40</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5603/CJ.a2020.0145" xlink:type="simple">10.5603/CJ.a2020.0145</ext-link></comment> <object-id pub-id-type="pmid">33140386</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref014"><label>14</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Rosenblatt</surname> <given-names>AG</given-names></name>, <name name-style="western"><surname>Ayers</surname> <given-names>CR</given-names></name>, <name name-style="western"><surname>Rao</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Howell</surname> <given-names>SJ</given-names></name>, <name name-style="western"><surname>Hendren</surname> <given-names>NS</given-names></name>, <etal>et al</etal>. <article-title>New-Onset Atrial Fibrillation in Patients Hospitalized With COVID-19: Results From the American Heart Association COVID-19 Cardiovascular Registry</article-title>. <source>Circulation Arrhythmia and electrophysiology</source>. <year>2022</year>;<volume>15</volume>(<issue>5</issue>):<fpage>e010666</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1161/CIRCEP.121.010666" xlink:type="simple">10.1161/CIRCEP.121.010666</ext-link></comment> <object-id pub-id-type="pmid">35475654</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref015"><label>15</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Dobrev</surname> <given-names>D</given-names></name>, <name name-style="western"><surname>Heijman</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Hiram</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Li</surname> <given-names>N</given-names></name>, <name name-style="western"><surname>Nattel</surname> <given-names>S</given-names></name>. <article-title>Inflammatory signalling in atrial cardiomyocytes: A novel unifying principle in atrial fibrillation pathophysiology</article-title>. <source>Nature Reviews Cardiology</source>. <year>2023</year> <month>Mar</month>;<volume>20</volume>(<issue>3</issue>):<fpage>145</fpage>–<lpage>67</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/s41569-022-00759-w" xlink:type="simple">10.1038/s41569-022-00759-w</ext-link></comment> <object-id pub-id-type="pmid">36109633</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref016"><label>16</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Hu</surname> <given-names>YF</given-names></name>, <name name-style="western"><surname>Chen</surname> <given-names>YJ</given-names></name>, <name name-style="western"><surname>Lin</surname> <given-names>YJ</given-names></name>, <name name-style="western"><surname>Chen</surname> <given-names>SA</given-names></name>. <article-title>Inflammation and the pathogenesis of atrial fibrillation</article-title>. <source>Nature Reviews Cardiology</source>. <year>2015</year> <month>Apr</month>;<volume>12</volume>(<issue>4</issue>):<fpage>230</fpage>–<lpage>43</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/nrcardio.2015.2" xlink:type="simple">10.1038/nrcardio.2015.2</ext-link></comment> <object-id pub-id-type="pmid">25622848</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref017"><label>17</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Stone</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Kiat</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>McLachlan</surname> <given-names>CS</given-names></name>. <article-title>Atrial fibrillation in COVID‐19: A review of possible mechanisms</article-title>. <source>The FASEB Journal</source>. <year>2020</year> <month>Sep</month>;<volume>34</volume>(<issue>9</issue>):<fpage>11347</fpage>–<lpage>54</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1096/fj.202001613" xlink:type="simple">10.1096/fj.202001613</ext-link></comment> <object-id pub-id-type="pmid">33078484</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref018"><label>18</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Szarpak</surname> <given-names>L</given-names></name>, <name name-style="western"><surname>Filipiak</surname> <given-names>KJ</given-names></name>, <name name-style="western"><surname>Skwarek</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Pruc</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Rahnama</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Denegri</surname> <given-names>A</given-names></name>, <etal>et al</etal>. <article-title>Outcomes and mortality associated with atrial arrhythmias among patients hospitalized with COVID-19: A systematic review and meta-analysis</article-title>. <source>Cardiology journal</source>. <year>2022</year>;<volume>29</volume>(<issue>1</issue>):<fpage>33</fpage>–<lpage>43</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5603/CJ.a2021.0167" xlink:type="simple">10.5603/CJ.a2021.0167</ext-link></comment> <object-id pub-id-type="pmid">34897631</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref019"><label>19</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Corica</surname> <given-names>B</given-names></name>, <name name-style="western"><surname>Tartaglia</surname> <given-names>F</given-names></name>, <name name-style="western"><surname>Oliva</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Raparelli</surname> <given-names>V</given-names></name>, <name name-style="western"><surname>Cangemi</surname> <given-names>R</given-names></name>, <name name-style="western"><surname>Basili</surname> <given-names>S</given-names></name>, <etal>et al</etal>. <article-title>Prevalence of new-onset atrial fibrillation in hospitalized patients with community-acquired pneumonia: a systematic review and meta-analysis</article-title>. <source>Internal and Emergency Medicine</source>. <year>2023</year> <source>Jan</source>;<volume>18</volume>(<issue>1</issue>):<fpage>127</fpage>–<lpage>35</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s11739-022-03135-1" xlink:type="simple">10.1007/s11739-022-03135-1</ext-link></comment> <object-id pub-id-type="pmid">36333574</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref020"><label>20</label><mixed-citation publication-type="book" xlink:type="simple"><name name-style="western"><surname>Aibar</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Schulman</surname> <given-names>S</given-names></name>. <chapter-title>New-onset atrial fibrillation in sepsis: a narrative review</chapter-title>. <source>In Seminars in Thrombosis and Hemostasis</source> <year>2020</year> <month>Sep</month> <day>23</day> (Vol. <volume>47</volume>, No. 01, pp. <fpage>018</fpage>–<lpage>025</lpage>). 333 Seventh Avenue, 18th Floor, <publisher-loc>New York, NY 10001, USA</publisher-loc>: <publisher-name>Thieme Medical Publishers, Inc</publisher-name>.</mixed-citation></ref>
<ref id="pone.0291829.ref021"><label>21</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Kuipers</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Klouwenberg</surname> <given-names>PM</given-names></name>, <name name-style="western"><surname>Cremer</surname> <given-names>OL</given-names></name>. <article-title>Incidence, risk factors and outcomes of new-onset atrial fibrillation in patients with sepsis: a systematic review</article-title>. <source>Critical care</source>. <year>2014</year> <month>Dec</month>;<volume>18</volume>:<fpage>1</fpage>–<lpage>9</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1186/s13054-014-0688-5" xlink:type="simple">10.1186/s13054-014-0688-5</ext-link></comment> <object-id pub-id-type="pmid">25498795</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref022"><label>22</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Magnocavallo</surname> <given-names>M</given-names></name>, <name name-style="western"><surname>Vetta</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Della Rocca</surname> <given-names>DG</given-names></name>, <name name-style="western"><surname>Gianni</surname> <given-names>C</given-names></name>, <name name-style="western"><surname>Mohanty</surname> <given-names>S</given-names></name>, <etal>et al</etal>. <article-title>Prevalence, Management, and Outcome of Atrial Fibrillation and Other Supraventricular Arrhythmias in COVID-19 Patients</article-title>. <source>Cardiac electrophysiology clinics</source>. <year>2022</year>;<volume>14</volume>(<issue>1</issue>):<fpage>1</fpage>–<lpage>9</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ccep.2021.10.001" xlink:type="simple">10.1016/j.ccep.2021.10.001</ext-link></comment> <object-id pub-id-type="pmid">35221076</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref023"><label>23</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Wollborn</surname> <given-names>J</given-names></name>, <name name-style="western"><surname>Karamnov</surname> <given-names>S</given-names></name>, <name name-style="western"><surname>Fields</surname> <given-names>KG</given-names></name>, <name name-style="western"><surname>Yeh</surname> <given-names>T</given-names></name>, <name name-style="western"><surname>Muehlschlegel</surname> <given-names>JD</given-names></name>. <article-title>COVID-19 increases the risk for the onset of atrial fibrillation in hospitalized patients</article-title>. <source>Scientific reports</source>. <year>2022</year>;<volume>12</volume>(<issue>1</issue>):<fpage>12014</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1038/s41598-022-16113-6" xlink:type="simple">10.1038/s41598-022-16113-6</ext-link></comment> <object-id pub-id-type="pmid">35835807</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref024"><label>24</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Lip</surname> <given-names>GYH</given-names></name>, <name name-style="western"><surname>Genaidy</surname> <given-names>A</given-names></name>, <name name-style="western"><surname>Tran</surname> <given-names>G</given-names></name>, <name name-style="western"><surname>Marroquin</surname> <given-names>P</given-names></name>, <name name-style="western"><surname>Estes</surname> <given-names>C</given-names></name>. <article-title>Incident atrial fibrillation and its risk prediction in patients developing COVID-19: A machine learning based algorithm approach</article-title>. <source>European journal of internal medicine</source>. <year>2021</year>;<volume>91</volume>:<fpage>53</fpage>–<lpage>8</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/j.ejim.2021.04.023" xlink:type="simple">10.1016/j.ejim.2021.04.023</ext-link></comment> <object-id pub-id-type="pmid">34023150</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref025"><label>25</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Boos</surname> <given-names>CJ</given-names></name>. <article-title>Infection and atrial fibrillation: inflammation begets AF</article-title>. <source>European Heart Journal</source>. <year>2020</year>;<volume>41</volume>(<issue>10</issue>):<fpage>1120</fpage>–<lpage>2</lpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/eurheartj/ehz953" xlink:type="simple">10.1093/eurheartj/ehz953</ext-link></comment> <object-id pub-id-type="pmid">31971996</object-id></mixed-citation></ref>
<ref id="pone.0291829.ref026"><label>26</label><mixed-citation publication-type="journal" xlink:type="simple"><name name-style="western"><surname>Lee</surname> <given-names>E</given-names></name>, <name name-style="western"><surname>Choi</surname> <given-names>E-K</given-names></name>, <name name-style="western"><surname>Han</surname> <given-names>K-D</given-names></name>, <name name-style="western"><surname>Lee</surname> <given-names>H</given-names></name>, <name name-style="western"><surname>Choe</surname> <given-names>W-S</given-names></name>, <etal>et al</etal>. <article-title>Mortality and causes of death in patients with atrial fibrillation: a nationwide population-based study</article-title>. <source>PloS one</source>. <year>2018</year>;<volume>13</volume>(<issue>12</issue>):<fpage>e0209687</fpage>. <comment>doi: <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1371/journal.pone.0209687" xlink:type="simple">10.1371/journal.pone.0209687</ext-link></comment> <object-id pub-id-type="pmid">30586468</object-id></mixed-citation></ref>
</ref-list>
</back>
</article>