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<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS Negl Trop Dis</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosntds</journal-id>
<journal-title-group>
<journal-title>PLOS Neglected Tropical Diseases</journal-title>
</journal-title-group>
<issn pub-type="epub">1935-2735</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.pntd.0006660</article-id>
<article-id pub-id-type="publisher-id">PNTD-D-17-02076</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>Infectious diseases</subject><subj-group><subject>Disease vectors</subject><subj-group><subject>Insect vectors</subject><subj-group><subject>Mosquitoes</subject><subj-group><subject>Aedes aegypti</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>Species interactions</subject><subj-group><subject>Disease vectors</subject><subj-group><subject>Insect vectors</subject><subj-group><subject>Mosquitoes</subject><subj-group><subject>Aedes aegypti</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>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>Mosquitoes</subject><subj-group><subject>Aedes aegypti</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>Medicine and health sciences</subject><subj-group><subject>Infectious diseases</subject><subj-group><subject>Disease vectors</subject><subj-group><subject>Insect vectors</subject><subj-group><subject>Mosquitoes</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>Species interactions</subject><subj-group><subject>Disease vectors</subject><subj-group><subject>Insect vectors</subject><subj-group><subject>Mosquitoes</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>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>Mosquitoes</subject></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Earth sciences</subject><subj-group><subject>Geomorphology</subject><subj-group><subject>Topography</subject><subj-group><subject>Landforms</subject><subj-group><subject>Islands</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>Infectious diseases</subject><subj-group><subject>Infectious disease control</subject></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>People and places</subject><subj-group><subject>Geographical locations</subject><subj-group><subject>Oceania</subject><subj-group><subject>French Polynesia</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Research and analysis methods</subject><subj-group><subject>Immunologic techniques</subject><subj-group><subject>Immunoassays</subject><subj-group><subject>Enzyme-linked immunoassays</subject></subj-group></subj-group></subj-group></subj-group><subj-group subj-group-type="Discipline-v3"><subject>Social sciences</subject><subj-group><subject>Political science</subject><subj-group><subject>Governments</subject><subj-group><subject>Armed forces</subject><subj-group><subject>Military personnel</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>Anatomy</subject><subj-group><subject>Body fluids</subject><subj-group><subject>Saliva</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>Anatomy</subject><subj-group><subject>Body fluids</subject><subj-group><subject>Saliva</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>Physiology</subject><subj-group><subject>Body fluids</subject><subj-group><subject>Saliva</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>Physiology</subject><subj-group><subject>Body fluids</subject><subj-group><subject>Saliva</subject></subj-group></subj-group></subj-group></subj-group></article-categories>
<title-group>
<article-title>Specific human antibody responses to <italic>Aedes aegypti</italic> and <italic>Aedes polynesiensis</italic> saliva: A new epidemiological tool to assess human exposure to disease vectors in the Pacific</article-title>
<alt-title alt-title-type="running-head">Human antibody responses to <italic>Aedes</italic> biting exposure in the Pacific</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0003-2994-3697</contrib-id>
<name name-style="western">
<surname>Mathieu-Daudé</surname>
<given-names>Françoise</given-names>
</name>
<role content-type="http://credit.casrai.org/">Conceptualization</role>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Methodology</role>
<role content-type="http://credit.casrai.org/">Project administration</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Supervision</role>
<role content-type="http://credit.casrai.org/">Validation</role>
<role content-type="http://credit.casrai.org/">Visualization</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff001"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0002-4227-2851</contrib-id>
<name name-style="western">
<surname>Claverie</surname>
<given-names>Aurore</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Investigation</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<xref ref-type="aff" rid="aff003"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff004"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Plichart</surname>
<given-names>Catherine</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Investigation</role>
<role content-type="http://credit.casrai.org/">Methodology</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Supervision</role>
<role content-type="http://credit.casrai.org/">Validation</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">http://orcid.org/0000-0002-8757-0350</contrib-id>
<name name-style="western">
<surname>Boulanger</surname>
<given-names>Denis</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Visualization</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<xref ref-type="aff" rid="aff002"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple">
<name name-style="western">
<surname>Mphande</surname>
<given-names>Fingani A.</given-names>
</name>
<role content-type="http://credit.casrai.org/">Formal analysis</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">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">
<name name-style="western">
<surname>Bossin</surname>
<given-names>Hervé C.</given-names>
</name>
<role content-type="http://credit.casrai.org/">Conceptualization</role>
<role content-type="http://credit.casrai.org/">Funding acquisition</role>
<role content-type="http://credit.casrai.org/">Project administration</role>
<role content-type="http://credit.casrai.org/">Resources</role>
<role content-type="http://credit.casrai.org/">Supervision</role>
<role content-type="http://credit.casrai.org/">Visualization</role>
<role content-type="http://credit.casrai.org/">Writing – original draft</role>
<role content-type="http://credit.casrai.org/">Writing – review &amp; editing</role>
<xref ref-type="aff" rid="aff004"><sup>4</sup></xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
</contrib-group>
<aff id="aff001"><label>1</label> <addr-line>UMR MIVEGEC, IRD, CNRS, UM, Institut de Recherche pour le Développement, Nouméa, Nouvelle-Calédonie</addr-line></aff>
<aff id="aff002"><label>2</label> <addr-line>UMR MIVEGEC IRD, CNRS, UM, Institut de Recherche pour le Développement, Montpellier, France</addr-line></aff>
<aff id="aff003"><label>3</label> <addr-line>Pôle de recherche et de veille sur les maladies infectieuses émergentes, Institut Louis Malardé, Papeete, Tahiti, Polynésie française</addr-line></aff>
<aff id="aff004"><label>4</label> <addr-line>Laboratoire d’entomologie médicale, Institut Louis Malardé, Paea, Tahiti, Polynésie française</addr-line></aff>
<contrib-group>
<contrib contrib-type="editor" xlink:type="simple">
<name name-style="western">
<surname>Apperson</surname>
<given-names>Charles</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"/>
</contrib>
</contrib-group>
<aff id="edit1"><addr-line>North Carolina State University, UNITED STATES</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">francoise.mathieu-daude@ird.fr</email> (FMD); <email xlink:type="simple">hbossin@ilm.pf</email> (HCB)</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>7</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="collection">
<month>7</month>
<year>2018</year>
</pub-date>
<volume>12</volume>
<issue>7</issue>
<elocation-id>e0006660</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>1</month>
<year>2018</year>
</date>
<date date-type="accepted">
<day>3</day>
<month>7</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-year>2018</copyright-year>
<copyright-holder>Mathieu-Daudé 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.pntd.0006660"/>
<abstract>
<sec id="sec001">
<title>Background</title>
<p><italic>Aedes</italic> mosquitoes severely affect the health and wellbeing of human populations by transmitting infectious diseases. In French Polynesia, <italic>Aedes aegypti</italic> is the main vector of dengue, chikungunya and Zika, and <italic>Aedes polynesiensis</italic> the primary vector of Bancroftian filariasis and a secondary vector of arboviruses. Tools for assessing the risk of disease transmission or for measuring the efficacy of vector control programmes are scarce. A promising approach to quantify the human-vector contact relies on the detection and the quantification of antibodies directed against mosquito salivary proteins.</p>
</sec>
<sec id="sec002">
<title>Methodology/Principal findings</title>
<p>An ELISA test was developed to detect and quantify the presence of immunoglobulin G (IgG) directed against proteins from salivary gland extracts (SGE) of <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> in human populations exposed to either species, through a cross-sectional study. In Tahiti and Moorea islands where <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> are present, the test revealed that 98% and 68% of individuals have developed IgG directed against <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGE, respectively. By comparison, ELISA tests conducted on a cohort of people from metropolitan France, not exposed to these <italic>Aedes</italic> mosquitoes, indicated that 97% of individuals had no IgG directed against SGE of either mosquito species. The analysis of additional cohorts representing different entomological <italic>Aedes</italic> contexts showed no ELISA IgG cross-reactivity between <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGE.</p>
</sec>
<sec id="sec003">
<title>Conclusions/Significance</title>
<p>The IgG response to salivary gland extracts seems to be a valid and specific biomarker of human exposure to the bites of <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic>. This new immuno-epidemiological tool will enhance our understanding of people exposure to mosquito bites, facilitate the identification of areas where disease transmission risk is high and permit to evaluate the efficacy of novel vector control strategies in Pacific islands and other tropical settings.</p>
</sec>
</abstract>
<abstract abstract-type="summary">
<title>Author summary</title>
<p>In Pacific islands like in most tropical regions, <italic>Aedes</italic> mosquitoes affect the health of human populations by transmitting diseases like dengue, chikungunya, Zika and filariasis. The biting nuisance of <italic>Aedes</italic> mosquitoes also impacts local tourism, affecting the sustainability of island economies. Mosquito saliva is injected during the biting process, and the response triggered by the human immune system to proteins contained in mosquito saliva was shown to be a relevant biomarker of exposure to mosquito bites. Using this approach, we have developed an immuno-epidemiological tool to investigate the exposure of people to the bites of <italic>Aedes aegypti</italic> and <italic>Aedes polynesiensis</italic>, two significant mosquito vectors of infectious diseases in French Polynesia and other island countries and territories in the Pacific. This novel tool proved specific and reliable. It will improve the assessment of disease transmission risk and be useful for measuring the efficacy of both conventional and innovative vector control strategies.</p>
</abstract>
<funding-group>
<award-group id="award001">
<funding-source>
<institution>French Polynesian government</institution>
</funding-source>
<award-id>#34312/MEE/REC</award-id>
<principal-award-recipient>
<name name-style="western">
<surname>Bossin</surname>
<given-names>Hervé C.</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group id="award002">
<funding-source>
<institution>Grand Observatoire du Pacifique Sud</institution>
</funding-source>
<award-id>#2011-2</award-id>
<principal-award-recipient>
<contrib-id authenticated="true" contrib-id-type="orcid">http://orcid.org/0000-0003-2994-3697</contrib-id>
<name name-style="western">
<surname>Mathieu-Daudé</surname>
<given-names>Françoise</given-names>
</name>
</principal-award-recipient>
</award-group>
<funding-statement>This study was supported in part by the French Polynesian government grant #34312/MEE/REC (recipient HCB), and the Grand Observatoire du Pacifique Sud grant #2011-2 (recipient FMD) (<ext-link ext-link-type="uri" xlink:href="http://www.observatoire-gops.org/en/accueil" xlink:type="simple">http://www.observatoire-gops.org/en/accueil</ext-link>). FAM was a recipient of a Infectiopôle Sud Foundation fellowship. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<page-count count="16"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>PLOS Publication Stage</meta-name>
<meta-value>vor-update-to-uncorrected-proof</meta-value>
</custom-meta>
<custom-meta>
<meta-name>Publication Update</meta-name>
<meta-value>2018-08-03</meta-value>
</custom-meta>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the paper and its Supporting Information files. Cohort data were anonymized to ensure participant confidentiality.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="sec004" sec-type="intro">
<title>Introduction</title>
<p>In the Pacific island countries and territories (PICTs), <italic>Aedes</italic> mosquitoes severely affect the health and wellbeing of local communities by transmitting infectious pathogens, mainly arboviruses (dengue, chikungunya, Zika, Ross River) and parasites (the filaria <italic>Wuchereria bancrofti</italic>). <italic>Aedes</italic> mosquitoes are also a major nuisance for local tourism, affecting the sustainability of island economies. Located in the South Pacific, French Polynesia includes 74 populated islands with Tahiti, the largest island encompassing nearly 70% of the whole population [<xref ref-type="bibr" rid="pntd.0006660.ref001">1</xref>]. The four serotypes of DENV have prompted successive epidemics recorded since the 1940s [<xref ref-type="bibr" rid="pntd.0006660.ref002">2</xref>–<xref ref-type="bibr" rid="pntd.0006660.ref008">8</xref>], and outbreaks due to Zika (ZIKV) and chikungunya (CHIKV) viruses have also been reported recently [<xref ref-type="bibr" rid="pntd.0006660.ref004">4</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref009">9</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref010">10</xref>]. The epidemiology of DENV in French Polynesia, as in several other PICTs, is characterized by the persistence of a single serotype with an endemic pattern of transmission for 4–5 years until the virus causes a new outbreak or is replaced by another serotype [<xref ref-type="bibr" rid="pntd.0006660.ref005">5</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref006">6</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref011">11</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref012">12</xref>]. Thus, the last dengue outbreak, initiated in 2013 continues in 2017. In 2013–2014, Zika virus caused a severe outbreak in French Polynesia with 49% disease prevalence rates and asymptomatic:symptomatic case ratios (1:1) in the general population [<xref ref-type="bibr" rid="pntd.0006660.ref013">13</xref>]. While Zika virus infection was previously described as a relatively mild disease consisting of fever, rash, arthralgia, headache, and conjunctivitis [<xref ref-type="bibr" rid="pntd.0006660.ref014">14</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref015">15</xref>], this ZIKV outbreak of an unprecedented magnitude was characterized by severe neurologic complications, such as Guillain-Barré syndrome in adults [<xref ref-type="bibr" rid="pntd.0006660.ref016">16</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref017">17</xref>] and microcephaly in fetuses and newborns [<xref ref-type="bibr" rid="pntd.0006660.ref018">18</xref>].</p>
<p>On the parasitological side, infection with <italic>Wuchereria bancrofti</italic>, an helminth responsible for a disfiguring lymphatic filariasis (LF) mainly in rural habitats, is still of public health importance in some PICTS even though progress towards achieving LF elimination has been made through the Pacific Programme for the Elimination of Lymphatic Filariasis (PacELF) [<xref ref-type="bibr" rid="pntd.0006660.ref019">19</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref020">20</xref>]. In French Polynesia, despite several rounds of mass drug administration (MDA) from 2000 to 2007, the overall prevalence in the population was 11.3% in 2008 [<xref ref-type="bibr" rid="pntd.0006660.ref021">21</xref>]. Following enhanced efforts since then, the overall prevalence has dropped, but French Polynesia continues implementation of MDA coverage in areas displaying residual transmission [<xref ref-type="bibr" rid="pntd.0006660.ref020">20</xref>].</p>
<p>Present in most PICTs <italic>Aedes aegypti</italic> (Diptera, Culicidae) is the major vector of dengue virus in the South Pacific [<xref ref-type="bibr" rid="pntd.0006660.ref022">22</xref>]. Native to the South Pacific, the Polynesian tiger mosquito <italic>Aedes polynesiensis</italic>, is the main vector of lymphatic filariasis and a secondary vector of dengue. It has also been involved in Ross River virus transmission in Tahiti [<xref ref-type="bibr" rid="pntd.0006660.ref010">10</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref023">23</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref024">24</xref>]. Besides French Polynesia, it is found in abundance in Fiji, Wallis and Futuna, Tuvalu, Kiribati, Tokelau, Samoa, American Samoa, Cook Islands, and Pitcairn. Vector competence investigations showed that both <italic>Aedes</italic> species could transmit chikungunya and Zika, under laboratory conditions [<xref ref-type="bibr" rid="pntd.0006660.ref025">25</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref026">26</xref>]. The mostly anthropophilic <italic>Ae</italic>. <italic>aegypti</italic> is commonly seen in urban habitats such as coastal cities and villages whereas <italic>Ae</italic>. <italic>polynesiensis</italic> is more frequently observed in the valleys and selvatic biotopes. Both are daytime blood feeders, with peak biting times in the early morning and late afternoon. Climatic conditions in the Society Islands, which include Tahiti and Moorea, are characterized by a warm and wet season from October through May (Austral summer) and a relatively dryer and cooler season from November through April (Austral winter). Seasonality impacts mosquito population density with <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> populations reaching highest abundance during the wet season. However, seasonal density dynamics is higher for <italic>Ae</italic>. <italic>polynesiensis</italic> than <italic>Ae</italic>. <italic>aegypti</italic>, the latter being more dependent on domestic larval habitats [<xref ref-type="bibr" rid="pntd.0006660.ref027">27</xref>].</p>
<p>Strategies aimed at preventing or reducing vector-borne diseases must take into account both pathogen and vector. There is no routine vaccine nor therapeutic treatment against either arbovirus found in French Polynesia and annual mass-drug administration campaigns targeting lymphatic filariasis, are costly and time-consuming. Therefore, the prevention of human contacts with mosquitoes remains central to control disease transmission. Human exposure to mosquito bites and the efficacy of vector control interventions are usually extrapolated from entomological methods based on larval and/or adult sampling. However, these labor-intensive methods present substantial limitations, owing to the cost of their implementation, and generate poorly suited indicators for the prediction of disease transmission and the risk of outbreaks [<xref ref-type="bibr" rid="pntd.0006660.ref028">28</xref>]. The development of complementary methods and indicators to evaluate the actual human exposure to <italic>Aedes</italic> bites is a necessary step to improve vector control strategies and to assess the risk of disease transmission.</p>
<p>As reviewed by Doucoure and Drame [<xref ref-type="bibr" rid="pntd.0006660.ref029">29</xref>], human antibody (Ab) responses to arthropod salivary proteins were shown to be relevant biomarkers of human exposure to mosquito bites. In the <italic>Aedes</italic> genus, anti-saliva antibodies proved to be a valuable immuno-epidemiological tool for evaluating exposure to <italic>Aedes albopictus</italic> bites in Reunion island [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>] and to <italic>Ae</italic>. <italic>aegypti</italic> bites in Bolivia [<xref ref-type="bibr" rid="pntd.0006660.ref031">31</xref>], Thaïland [<xref ref-type="bibr" rid="pntd.0006660.ref032">32</xref>] and Colombia [<xref ref-type="bibr" rid="pntd.0006660.ref033">33</xref>].</p>
<p>Novel vector control strategies based on the release of incompatible <italic>Aedes</italic> males carrying the endosymbiotic bacterium <italic>Wolbachia</italic> to suppress mosquito populations are under field evaluation in French Polynesia [<xref ref-type="bibr" rid="pntd.0006660.ref034">34</xref>]. The efficacy of this <italic>Wolbachia</italic>-based vector control approach could be better evaluated by monitoring changes in exposure of human populations to <italic>Aedes</italic> mosquito bites in treated areas.</p>
<p>The main objective of our study conducted in French Polynesia was to evaluate the potential of human IgG responses against <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> saliva as biomarkers of exposure to mosquito bites in Tahiti and Moorea islands where residents are naturally exposed to both <italic>Aedes</italic> species. An additional group of military personnel who had not been exposed to the bites of these two mosquito species prior to their arrival in Tahiti was tested twice, upon arrival and after a year of residence, in order to follow the Ab responses. Complementary cohorts from various <italic>Aedes</italic> exposure contexts served as controls to help differentiating cross-reactions.</p>
</sec>
<sec id="sec005" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="sec006">
<title>Study design and populations</title>
<p>A cross-sectional study was performed on a population of French Polynesian residents and on five other human cohorts selected for their diverse exposures to <italic>Aedes</italic> mosquito species. No travel outside their respective area of main residence within six months prior to blood sampling was a pre-requisite to the enrollment of study participants. An additional group of French Polynesian military personnel sampled twice, a year apart, was included in the study.</p>
<p>The origin, sample size and main characteristics of the study populations are summarized in <xref ref-type="table" rid="pntd.0006660.t001">Table 1</xref>. For the five cohorts originating from outside French Polynesia, blood or serum was received as dried spots on filter paper (Serobuvard, LDA22, Ploufragan, France) to ensure sample stability upon shipment [<xref ref-type="bibr" rid="pntd.0006660.ref009">9</xref>]. The French Polynesian cohort from Tahiti and Moorea islands was collected by Institut Louis Malardé (Tahiti, French Polynesia) on adults aged 18 years and older, during the Austral summer. The sera from the military personnel were collected in 1994 by Institut Louis Malardé two weeks upon their arrival in Tahiti and then a year later, most of them (11/13) during the Austral summer, and kept frozen. Additional blood or serum samples were collected in 2012 by Institut Pasteur in New Caledonia (Southwest Pacific Ocean) at the beginning of the cool season, and by the French Blood Bank in two overseas French islands: Martinique (French West Indies) at the end of the hot and rainy season, and Reunion (Indian Ocean) at the end of the Austral summer (hot and wet season). Regarding the Reunion cohort, half of the samples (17/33) originated from a previous study [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>]. These sera were collected in May-June 2009 during the seasonal peak of <italic>Ae</italic>. <italic>albopictus</italic> exposure, from adults residing in the south of Reunion island [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>]. The cohort from Bolivia (South America) originated from an urban area in the city of Santa Cruz de la Sierra. Sera were collected by the Centro Nacional de Enfermedades Tropicales during a multidisciplinary dengue study, during the hot and wet season when <italic>Ae</italic>. <italic>aegypti</italic> was abundant [<xref ref-type="bibr" rid="pntd.0006660.ref031">31</xref>]. This Bolivian cohort was the only one to include children, 15/30 (50%) under 18 years old with 7 of them under 14 (23%). Samples from metropolitan France were collected during the winter season (February 2012) by the French Blood Bank in Paris and Strasbourg (eastern France) from adults aged 18 years and older.</p>
<table-wrap id="pntd.0006660.t001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pntd.0006660.t001</object-id>
<label>Table 1</label> <caption><title>Characteristics of the populations under study.</title></caption>
<alternatives>
<graphic id="pntd.0006660.t001g" mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pntd.0006660.t001" 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"/>
<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" style="background-color:#FFFFFF">Sampling location</th>
<th align="center" style="background-color:#FFFFFF">Population</th>
<th align="center" style="background-color:#FFFFFF">n</th>
<th align="center" style="background-color:#FFFFFF">Age<xref ref-type="table-fn" rid="t001fn001">*</xref></th>
<th align="center" style="background-color:#FFFFFF">Sex ratio<xref ref-type="table-fn" rid="t001fn002">**</xref></th>
<th align="center" style="background-color:#FFFFFF">Sampling year</th>
<th align="center" style="background-color:#FFFFFF">Blood sample</th>
<th align="center" colspan="2" style="background-color:#FFFFFF">Pattern of exposure</th>
</tr>
<tr>
<th align="center" style="background-color:#FFFFFF"/>
<th align="center" style="background-color:#FFFFFF"/>
<th align="center" style="background-color:#FFFFFF"/>
<th align="center" style="background-color:#FFFFFF"/>
<th align="left" style="background-color:#FFFFFF"/>
<th align="center" style="background-color:#FFFFFF"/>
<th align="center" style="background-color:#FFFFFF"/>
<th align="center" style="background-color:#FFFFFF"><italic>Ae</italic>. <italic>polynesiensis</italic></th>
<th align="center" style="background-color:#FFFFFF"><italic>Ae</italic>.<break/><italic>aegypti</italic></th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" style="background-color:#FFFFFF">Metropolitan France</td>
<td align="center" style="background-color:#FFFFFF">Residents</td>
<td align="center" style="background-color:#FFFFFF">66</td>
<td align="center" style="background-color:#FFFFFF">&gt;18</td>
<td align="center" style="background-color:#FFFFFF">NA</td>
<td align="center" style="background-color:#FFFFFF">2012</td>
<td align="center" style="background-color:#FFFFFF">Serum,<break/>dried spot</td>
<td align="center" style="background-color:#FFFFFF">-</td>
<td align="center" style="background-color:#FFFFFF">-</td>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF">Tahiti and Moorea, French Polynesia</td>
<td align="center" style="background-color:#FFFFFF">Residents</td>
<td align="center" style="background-color:#FFFFFF">47</td>
<td align="center" style="background-color:#FFFFFF">&gt;18</td>
<td align="center" style="background-color:#FFFFFF">NA</td>
<td align="center" style="background-color:#FFFFFF">2012</td>
<td align="center" style="background-color:#FFFFFF">Serum</td>
<td align="center" style="background-color:#FFFFFF">+</td>
<td align="center" style="background-color:#FFFFFF">+</td>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF">Martinique<break/>(French West Indies)</td>
<td align="center" style="background-color:#FFFFFF">Residents</td>
<td align="center" style="background-color:#FFFFFF">46</td>
<td align="center" style="background-color:#FFFFFF">&gt;18</td>
<td align="center" style="background-color:#FFFFFF">NA</td>
<td align="center" style="background-color:#FFFFFF">2012</td>
<td align="center" style="background-color:#FFFFFF">Serum,<break/>dried spot</td>
<td align="center" style="background-color:#FFFFFF">-</td>
<td align="center" style="background-color:#FFFFFF">+</td>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF">New Caledonia<break/>(South Pacific)</td>
<td align="center" style="background-color:#FFFFFF">Residents</td>
<td align="center" style="background-color:#FFFFFF">19</td>
<td align="center" style="background-color:#FFFFFF">42 (25–57)</td>
<td align="center" style="background-color:#FFFFFF">47%</td>
<td align="center" style="background-color:#FFFFFF">2012</td>
<td align="center" style="background-color:#FFFFFF">Blood,<break/>dried spot</td>
<td align="center" style="background-color:#FFFFFF">-</td>
<td align="center" style="background-color:#FFFFFF">+</td>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF">Bolivia</td>
<td align="center" style="background-color:#FFFFFF">Residents</td>
<td align="center" style="background-color:#FFFFFF">30</td>
<td align="center" style="background-color:#FFFFFF">24 (6–64)</td>
<td align="center" style="background-color:#FFFFFF">67%</td>
<td align="center" style="background-color:#FFFFFF">2007</td>
<td align="center" style="background-color:#FFFFFF">Serum,<break/>dried spot</td>
<td align="center" style="background-color:#FFFFFF">-</td>
<td align="center" style="background-color:#FFFFFF">+</td>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF">Reunion<break/>(Indian Ocean)</td>
<td align="center" style="background-color:#FFFFFF">Residents</td>
<td align="center" style="background-color:#FFFFFF">33</td>
<td align="center" style="background-color:#FFFFFF">26 (18–30)</td>
<td align="center" style="background-color:#FFFFFF">52%</td>
<td align="center" style="background-color:#FFFFFF">2009<break/>2012</td>
<td align="center" style="background-color:#FFFFFF">Serum,<break/>dried spot</td>
<td align="center" style="background-color:#FFFFFF">-</td>
<td align="center" style="background-color:#FFFFFF">- <xref ref-type="table-fn" rid="t001fn005"><sup>c</sup></xref></td>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF">Tahiti,<break/>French Polynesia</td>
<td align="center" style="background-color:#FFFFFF">Military personnel</td>
<td align="center" style="background-color:#FFFFFF">13</td>
<td align="center" style="background-color:#FFFFFF">31 (22–39)</td>
<td align="center" style="background-color:#FFFFFF">69%</td>
<td align="center" style="background-color:#FFFFFF">1993<xref ref-type="table-fn" rid="t001fn003"><sup>a</sup></xref></td>
<td align="center" style="background-color:#FFFFFF">Serum,<break/>frozen</td>
<td align="center" style="background-color:#FFFFFF">-</td>
<td align="center" style="background-color:#FFFFFF">-</td>
</tr>
<tr>
<td align="left" style="background-color:#FFFFFF">Tahiti,<break/>French Polynesia</td>
<td align="center" style="background-color:#FFFFFF">Military personnel</td>
<td align="center" style="background-color:#FFFFFF">13</td>
<td align="center" style="background-color:#FFFFFF">31 (22–39)</td>
<td align="center" style="background-color:#FFFFFF">69%</td>
<td align="center" style="background-color:#FFFFFF">1994<xref ref-type="table-fn" rid="t001fn004"><sup>b</sup></xref></td>
<td align="center" style="background-color:#FFFFFF">Serum,<break/>frozen</td>
<td align="center" style="background-color:#FFFFFF">+</td>
<td align="center" style="background-color:#FFFFFF">+</td>
</tr>
</tbody>
</table>
</alternatives>
<table-wrap-foot>
<fn id="t001fn001"><p>* median age (range) when available; &gt;18 means adult cohort</p></fn>
<fn id="t001fn002"><p>** expressed as female %</p></fn>
<fn id="t001fn003"><p><sup>a</sup> upon arrival</p></fn>
<fn id="t001fn004"><p><sup>b</sup> after a year of residence</p></fn>
<fn id="t001fn005"><p><sup>c</sup> cryptic species in Reunion, not present in the area where human blood samples were collected</p></fn>
<fn id="t001fn006"><p>NA, data not available</p></fn>
<fn id="t001fn007"><p>+ indicates the mosquito presence, and – indicates its absence.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec007">
<title>Cohorts exposure to <italic>Aedes</italic> vectors</title>
<p>The cohorts patterns of exposure to <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> bites are shown in <xref ref-type="table" rid="pntd.0006660.t001">Table 1</xref>. In Tahiti and Moorea islands (French Polynesia), cohorts are diversely exposed to both <italic>Aedes</italic> species [<xref ref-type="bibr" rid="pntd.0006660.ref025">25</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref035">35</xref>]. <italic>Ae</italic>. <italic>polynesiensis</italic> is not present in Martinique, New Caledonia nor Bolivia where <italic>Ae</italic>. <italic>aegypti</italic> is the major <italic>Aedes</italic> species [<xref ref-type="bibr" rid="pntd.0006660.ref022">22</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref031">31</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref036">36</xref>]. In Reunion island, <italic>Ae</italic>. <italic>albopictus</italic> is abundant, while <italic>Ae</italic>. <italic>aegypti</italic> is cryptic [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref037">37</xref>] and <italic>Ae</italic>. <italic>polynesiensis</italic> is absent. In metropolitan France, <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> are not present and <italic>Aedes albopictus</italic> was not present in the sampled areas (Paris and North East of France) at the time of sampling in 2012 [<xref ref-type="bibr" rid="pntd.0006660.ref038">38</xref>]. Other <italic>Aedes</italic> species, some of them anthropophilic, are present in these regions of metropolitan France, and people living there might have been exposed to these <italic>Aedes</italic> species, not at the time of sampling in winter, but during the previous summer.</p>
</sec>
<sec id="sec008">
<title>Collection of <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> salivary gland extracts (SGE)</title>
<p><italic>Ae</italic>. <italic>aegypti</italic> (Bora-Bora strain) and <italic>Ae</italic>. <italic>polynesiensis</italic> (Moorea strain) were reared in the insectarium of the Medical Entomology Laboratory, Institut Louis Malardé (Tahiti, French Polynesia) using standard procedures (26°C ± 2°C, ambient photoperiod, 80% relative humidity). Three day-old female mosquitoes were blood fed on mice, and two days later sedated at 4°C for 10 minutes for salivary gland dissection. Fifty pairs of salivary glands were pooled in 100 μl of phosphate buffered saline (PBS) with 1/100 dilution of protease inhibitor mix (GE Healthcare, United-Kingdom) and frozen at -20°C before protein extraction. Salivary glands were grinded and homogenised using a mixer mill (Retsch, Haan, Germany) and one bead (4 mm diameter) per tube at 20 Hz for 2 minutes. Homogenates were then centrifuged at 12 000 g for 5 minutes at 4°C and soluble proteins were quantified using Bradford Reagent (Sigma-Aldrich, Saint-Louis, MO, USA). Protein quantification was estimated at 1.88 μg and 1.20 μg per salivary gland pair for <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic>, respectively. Aliquots of SGE in PBS were stored at -20°C.</p>
</sec>
<sec id="sec009">
<title>Evaluation of human antibody responses to <italic>Aedes</italic> SGE</title>
<p>An enzyme-linked immunosorbent assay (ELISA) was used to detect and evaluate the level of human antibody circulating in blood and directed against <italic>Ae</italic>. <italic>aegypti</italic> or <italic>Ae</italic>. <italic>polynesiensis</italic> SGE. Dried blood spots were eluted overnight at 4°C in blocking buffer (PBS-0.5% Tween 20–10% goat serum (Sigma-Aldrich)). Spots corresponding to 20 μl of blood were eluted in 780 μl of buffer, giving a concentration of eluted proteins equivalent to 1:40 dilution of the original blood sample, and approximately 1:80 dilution with respect to serum, assuming a hematocrit of 50% [<xref ref-type="bibr" rid="pntd.0006660.ref039">39</xref>]. Maxisorp microplates (Nunc, Roskilde, Denmark) were coated for 2.5 hours at 37°C with 100 ng of SGE from the two <italic>Aedes</italic> species separately. After two washes with 300 μl of wash buffer (PBS-0.1% Tween 20) plates were blocked with 300 μl of blocking buffer for 45 minutes at 37°C. After two washes, plates were incubated overnight at 4°C with 100 μl per well of individual serum (1:80 dilution in blocking buffer) or eluted blood sample (1:40 dilution, equivalent to 1:80 dilution of the serum in the sample). A 1:3000 dilution of biotinylated mouse anti-human IgG (BD Biosciences, San Jose, CA, USA) in blocking buffer was added to each well (100 μl per well) and incubated for 1.5 hour at 37°C. Plates were washed three times and 100 μl of peroxidase-conjugated streptavidin (GE Healthcare Amersham, Little Chalfont, UK) diluted at 1:3000 in blocking buffer was added to each well. After one hour incubation at 37°C followed by four washes, revelation was performed by adding 100 μl of ABTS solution (Roche, Basel, Switzerland). Absorbance was read one hour later in a spectrophotometer at 405 nm and optical density (OD) values were recorded. Each serum or blood sample was treated in duplicate (OD<sub>1</sub> and OD<sub>2</sub>) and in a blank well containing no SGE (OD<sub>b</sub>) to measure non-specific binding, as previously described [<xref ref-type="bibr" rid="pntd.0006660.ref040">40</xref>]. Individual result was expressed as the ΔOD calculated using the equation: ΔOD = [(OD<sub>1</sub> + OD<sub>2</sub>) / 2]—OD<sub>b</sub>. An individual was considered as an “immune responder” if the ΔOD was above the cut-off value calculated as (mean of ΔODs from unexposed individuals) + (3 x Standard Deviation value) [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>].</p>
</sec>
<sec id="sec010">
<title>Statistical analysis</title>
<p>Data were analyzed using GraphPad Prism version 7.0 (GraphPad Software Inc., La Jolla CA, USA). After confirmation of a non-normal distribution, a non-parametric test, Mann-Whitney (two independent groups), Wilcoxon matched paired (two paired groups) or Kruskal-Wallis (more than 2 independent groups) tests were used. Dunn's multiple comparison test was used for bivariate comparison of multiple medians. All differences were considered significant at p-value (<italic>p</italic>) &lt;0.05.</p>
</sec>
<sec id="sec011">
<title>Ethics statement</title>
<p>All studies followed ethical principles as stipulated in the Edinburgh revision of the Helsinki Declaration. Studies were approved by the Ethics Committee of French Polynesia (opinion No. 52, March 2012), the Bolivian committee of Bioethics (September 2006), the Institut de Recherche pour le Développement (IRD) “<italic>Comité consultatif de Déontologie et d’Ethique</italic>” (July 2006), the French Drug Agency (AFFSAPS, Ministry of Health, January 2009) and the French South-West and Overseas Regions Ethics Committee (February 2009). Written informed consent was obtained from every volunteer and parents or legal guardians provided consent on behalf of child participants. A number was assigned to each participant to ensure anonymity.</p>
</sec>
</sec>
<sec id="sec012" sec-type="results">
<title>Results</title>
<sec id="sec013">
<title>IgG responses against <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGEs in French Polynesia</title>
<p>IgG responses directed against <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGEs were evaluated using ELISA on sera from Tahiti and Moorea islands where both <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> are abundant in their respective habitats. French metropolitan serum samples were tested as negative controls and their ΔOD values allowed the determination of the cut-off value for sample positivity as described. This positivity threshold was 0.16 and 0.13 for <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic>, respectively (<xref ref-type="fig" rid="pntd.0006660.g001">Fig 1</xref>). Thus, two out of 66 tested metropolitan samples were positive against either <italic>Ae</italic>. <italic>aegypti</italic> or <italic>Ae</italic>. <italic>polynesiensis</italic> (values just above threshold), giving a negativity rate of 97.0%. Among the Tahiti-Moorea Polynesian cohort only one out of 47 samples was considered negative to <italic>Ae</italic>. <italic>aegypti</italic> SGE (OD &lt; 0.16), giving an overall 97.9% positivity rate (<italic>p</italic>&lt;0.0001) (<xref ref-type="fig" rid="pntd.0006660.g001">Fig 1A</xref>). However, within positive subjects, ODs varied greatly in magnitudes, ranging from 0.28 to 3.61. IgG positive responses against <italic>Ae</italic>. <italic>polynesiensis</italic> SGE were observed in 68.1% of the tested samples (OD &gt; 0.13) (<italic>p</italic>&lt;0.0001), with individual ODs ranging from 0.21 to 3.31 (<xref ref-type="fig" rid="pntd.0006660.g001">Fig 1B</xref>). Globally, the Tahiti-Moorea cohort showed higher reactivity to <italic>Ae</italic>. <italic>aegypti</italic> SGE compared to <italic>Ae</italic>. <italic>polynesiensis</italic> SGE both in terms of positivity rates (97.9% versus 68.1%) and of median values (2.16 versus 0.56).</p>
<fig id="pntd.0006660.g001" position="float">
<object-id pub-id-type="doi">10.1371/journal.pntd.0006660.g001</object-id>
<label>Fig 1</label>
<caption>
<title>Antibody responses to <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGE in French Polynesian residents.</title>
<p>The figure presents the individual IgG responses (ΔOD) against <italic>Ae</italic>. <italic>aegypti</italic> (A) and <italic>Ae</italic>. <italic>polynesiensis</italic> (B) SGE in metropolitan France (n = 66) and in Tahiti and Moorea islands (French Polynesia, n = 47) residents. Each triangle or dot represents an individual sample and the horizontal bar indicates the median value. The dotted lines correspond to the positivity thresholds calculated from the cohort of metropolitan French residents, not exposed to these <italic>Aedes</italic> species (0.16 for <italic>Ae</italic>. <italic>aegypti</italic> and 0.13 for <italic>Ae</italic>. <italic>polynesiensis</italic>). The percentage of responders (positive samples) in the Tahiti-Moorea cohort is shown above the plot. The non-parametric Mann-Whitney test was used to compare groups.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pntd.0006660.g001" xlink:type="simple"/>
</fig>
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<sec id="sec014">
<title>Antibody kinetics in a naive cohort exposed to <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> in Tahiti island (French Polynesia)</title>
<p>Upon arrival, none of the 13 military personnel had specific anti-SGE IgG antibodies (<xref ref-type="fig" rid="pntd.0006660.g002">Fig 2</xref>). After one year of continuous stay in Tahiti island, 11 of them (84.6%, <italic>p</italic>&lt;0.0002) became positive against <italic>Ae</italic>. <italic>aegypti</italic> and 8 (61.5%, <italic>p</italic>&lt;0.0002) against <italic>Ae</italic>. <italic>polynesiensis</italic> SGEs. Of the negative responders, only one did not respond to SGE of both <italic>Aedes</italic> species. Similar to the cohort of Tahiti-Moorea residents, individual IgG levels were heterogeneous within the positive military personnel, ranging from 0.21 to 3.06 for <italic>Ae</italic>. <italic>aegypti</italic> SGE (<xref ref-type="fig" rid="pntd.0006660.g002">Fig 2A</xref>) and from 0.16 to 3.03 for <italic>Ae</italic>. <italic>polynesiensis</italic> SGE (<xref ref-type="fig" rid="pntd.0006660.g002">Fig 2B</xref>). The median IgG values significantly increased between both sampling times for both <italic>Aedes</italic> species.</p>
<fig id="pntd.0006660.g002" position="float">
<object-id pub-id-type="doi">10.1371/journal.pntd.0006660.g002</object-id>
<label>Fig 2</label>
<caption>
<title>Evolution of antibody responses to <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGE in military personnel.</title>
<p>The figure presents individual IgG responses (ΔOD) to <italic>Ae</italic>. <italic>aegypti</italic> (A) and <italic>Ae</italic>. <italic>polynesiensis</italic> (B) SGE of French military personnel (n = 13) assigned in Tahiti island (French Polynesia). Blood from the same individual was sampled two weeks after arrival and one year later (paired data). Each triangle or dot represents an individual serum and the horizontal bar indicates the median value. The dotted lines correspond to the positivity thresholds calculated from the cohort of metropolitan French residents (0.16 and 0.13 for <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic>, respectively). Percentages of responders are shown above each plot. The non-parametric Wilcoxon test was used to compare the paired groups.</p>
</caption>
<graphic mimetype="image" position="float" xlink:href="info:doi/10.1371/journal.pntd.0006660.g002" xlink:type="simple"/>
</fig>
</sec>
<sec id="sec015">
<title>IgG responses to <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGEs in Martinique, New Caledonia Bolivia and Reunion cohorts</title>
<p>Blood and serum samples from the three cohorts of Martinique, New Caledonia and Bolivia showed reactivity to <italic>Ae</italic>. <italic>aegypti</italic> SGE. Median IgG levels and rates of positivity to <italic>Ae</italic>. <italic>aegypti</italic> SGE were as follows: Martinique (0.83; 93.5%), New-Caledonia (0.49; 73.7%), Bolivia (0.35; 73,3%) (<xref ref-type="fig" rid="pntd.0006660.g003">Fig 3A</xref>). When comparing both the median values and the percentages of positivity to <italic>Ae</italic>. <italic>aegypti</italic> SGE, the cohort from Martinique showed the highest reactivity, followed by New Caledonia and Bolivia cohorts. Difference between these cohorts was significant between Martinique and Bolivia (<italic>p</italic>&lt;0.0001). But for these three cohorts, IgG response positivity to <italic>Ae</italic>. <italic>polynesiensis</italic> SGE was (i) rare with an overall rate of positivity of 4.2% (4/95), (ii) of very low magnitude (maximum of 0.23; cut-off = 0.13) (<xref ref-type="fig" rid="pntd.0006660.g003">Fig 3B</xref>). In Reunion island, IgG responses developed by residents against either <italic>Ae</italic>. <italic>aegypti</italic> or <italic>Ae</italic>. <italic>polynesiensis</italic> SGE were very low (<xref ref-type="fig" rid="pntd.0006660.g003">Fig 3A and 3B</xref>). Only 1 out of 33 residents was considered positive, at a background level of 0.17 (cut-off value = 0.16) for <italic>Ae</italic>. <italic>aegypti</italic>; and 2 out of 33 at a background level of 0.14 and 0.17 (cut-off value = 0.13) for <italic>Ae</italic>. <italic>polynesiensis</italic>, giving positivity rates of 3.0% and 6.1% for the two species, respectively. Regarding the IgG responses to <italic>Ae</italic>. <italic>aegypti</italic> SGE (<xref ref-type="fig" rid="pntd.0006660.g003">Fig 3A</xref>), the differences between Reunion and each of the three other cohorts were significant (p&lt;0.0001). Part of the Reunion cohort (17/33 individuals) originated from a previous work [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>]. These individuals were all detected as positive responders who had developed anti-<italic>Ae</italic>. <italic>albopictus</italic> SGE IgG. The median value of the IgG level of this subsample of the original cohort was 2.32 (individual values ranging from 1.67 to 3.14, positivity threshold was 0.27). This subsample thus represents our positive controls for the exposure and response to <italic>Ae</italic>. <italic>albopictus</italic> SGE among the Reunion cohort.</p>
<fig id="pntd.0006660.g003" position="float">
<object-id pub-id-type="doi">10.1371/journal.pntd.0006660.g003</object-id>
<label>Fig 3</label>
<caption>
<title>Antibody responses to <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGE from cohorts from different contexts of exposure.</title>
<p>The figure presents the individual IgG responses (ΔOD) against <italic>Ae</italic>. <italic>aegypti</italic> (A) and <italic>Ae</italic>. <italic>polynesiensis</italic> (B) SGE of residents from Martinique (n = 46), New-Caledonia (n = 19), Bolivia (n = 30) and Reunion (n = 33). The horizontal bars indicate the median value in each group and the dotted lines correspond to the positivity thresholds calculated from the cohort of metropolitan French residents. The percentage of responders in each cohort is shown above the plot. Residents from Martinique, New Caledonia and Bolivia, are typically exposed to <italic>Ae</italic>. <italic>aegypti</italic> bites. In Reunion island, <italic>Ae</italic>. <italic>albopictus</italic> is the main <italic>Aedes</italic> species while <italic>Ae</italic>. <italic>aegypti</italic> is cryptic. <italic>Ae</italic>. <italic>polynesiensis</italic> is not present in these islands or countries.</p>
</caption>
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</fig>
</sec>
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<sec id="sec016" sec-type="conclusions">
<title>Discussion</title>
<p>Vector-borne diseases in French Polynesia are mainly characterized by (i) the circulation of major arboviruses (dengue, chikungunya and Zika) [<xref ref-type="bibr" rid="pntd.0006660.ref004">4</xref>], (ii) the presence of a crippling helminthiasis (Bancroft’s filariasis) [<xref ref-type="bibr" rid="pntd.0006660.ref021">21</xref>], and (iii) the presence of two <italic>Aedes</italic> vector species (<italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic>) [<xref ref-type="bibr" rid="pntd.0006660.ref035">35</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref041">41</xref>]. Control of the filarial parasite is under progress but the increasing frequency and severity of arbovirus outbreaks over the last decade warrants for heightened vector control measures. To identify indicators of actual human exposure to <italic>Aedes</italic> bites, we conducted in the Tahiti and Moorea islands a serological screening of IgG responses to <italic>Aedes</italic> mosquito saliva. Similar indicators have been evaluated in different entomological and epidemiological contexts [<xref ref-type="bibr" rid="pntd.0006660.ref029">29</xref>]. The present study reports the detection of IgG Ab directed against proteins from SGE of <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> in human populations exposed to these vectors. To the best of our knowledge, this is the first study examining the status of anti-mosquito saliva Ab in a Pacific island cohort. Moreover, before this study the immunogenicity of <italic>Ae</italic>. <italic>polynesiensis</italic> salivary proteins was completely unknown.</p>
<p>In Tahiti and Moorea islands, our data showed a very high (97.9%) or high (68.1%) sensitization of the resident island community towards <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> saliva, respectively. Strikingly, the individual specific Ab levels were highly heterogeneous, in accordance with what is repeatedly observed when using the same type of antigen (<italic>Aedes</italic> SGE) in metropolitan France [<xref ref-type="bibr" rid="pntd.0006660.ref042">42</xref>], Reunion island [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>], Bolivia [<xref ref-type="bibr" rid="pntd.0006660.ref031">31</xref>] and Colombia [<xref ref-type="bibr" rid="pntd.0006660.ref033">33</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref043">43</xref>]. These results suggest that both immunogenicity of salivary proteins and/or levels of exposure vary between individuals for a given <italic>Aedes</italic> species. Indeed, intensity of Ab response elicited by salivary antigens may vary between individuals according to their immune system [<xref ref-type="bibr" rid="pntd.0006660.ref044">44</xref>]. Moreover, individuals are not homogeneously bitten in a population, since the spatial distribution of <italic>Aedes</italic> mosquito vectors is commonly heterogeneous in disease endemic areas [<xref ref-type="bibr" rid="pntd.0006660.ref045">45</xref>], and people are not exposed in the same way to mosquito bites because of their differences in behavior (<italic>i</italic>.<italic>e</italic>., mosquito source reduction, use of protective clothing or mosquito repellents) and their variable attractiveness to mosquitoes, through emissions of carbon dioxide and volatile organic compounds produced by the human body including skin microbiota [<xref ref-type="bibr" rid="pntd.0006660.ref046">46</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref047">47</xref>]. All these differences can explain the high heterogeneity observed in Ab response levels in a population.</p>
<p>Due to its “naive” nature, since none of the military personnel had specific anti-SGE Ab upon arrival in Tahiti, the cohort of military personnel gave some useful clues regarding the pattern of seroconversion: 84.6% and 61.5% became positive towards the saliva of, respectively, <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic>, strongly suggesting that bites from these <italic>Aedes</italic> species abundant in Tahiti elicited the development of acquired anti-saliva Ab responses. The percentages of seroconversion after a year were much higher than that observed after a 5-month journey in tropical Africa where only 15% of a military population showed significantly increased IgG responses against <italic>Ae</italic>. <italic>aegypti</italic> saliva antigens [<xref ref-type="bibr" rid="pntd.0006660.ref048">48</xref>]. It is interesting that several soldiers remained negative against <italic>Ae</italic>. <italic>polynesiensis</italic>, while most turned positive to <italic>Ae</italic>. <italic>aegypti</italic> after a year in Tahiti. This pattern is consistent with the differential distribution of these two <italic>Aedes</italic> species on the islands of Tahiti and Moorea, with <italic>Ae</italic>. <italic>aegypti</italic> being abundant around human dwellings in urban areas and villages and <italic>Ae</italic>. <italic>polynesiensis</italic> most present at the periphery in valleys, and forested areas [<xref ref-type="bibr" rid="pntd.0006660.ref035">35</xref>]. Thus people are not exposed in the same way to these two vector species according to their places of residence and daily activities. For these individuals who did not exhibit IgG reponse to <italic>Ae</italic>. <italic>polynesiensis</italic> saliva antigens, their professional or personal habits would likely not have exposed them to <italic>Ae</italic>. <italic>polynesiensis</italic> bites sufficient to elicit a detectable Ab response.</p>
<p>However, IgG Ab responses to <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGE represent responses to two different sets of antigens, more precisely two different complex mixtures of salivary proteins, harbouring different immunogenic properties. Therefore we can not quantitatively compare the intensities of the Ab responses to <italic>Ae</italic>. <italic>aegypti</italic> versus <italic>Ae</italic>. <italic>polynesiensis</italic> and deduce a differential exposure to either species.</p>
<p>For a given mosquito species, intensities of IgG Ab responses can be compared between cohorts, or between different sampling times of a cohort study, and previous surveys have repeatedly demonstrated that IgG response medians provided a reliable estimate of the average level of cohorts exposure to mosquito bites [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref042">42</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref049">49</xref>]. Their follow-up through space and over time would thus provide valuable insights into the development of immunity of the different cohorts to the bites of each <italic>Aedes</italic> species.</p>
<p>In the present work, most cohorts were composed of adults aged 18 years and older, to avoid possible bias linked to immunity development with aging. Immunity development in a population with aging was previously investigated by comparing IgG levels against <italic>Ae</italic>. <italic>aegypti</italic> salivary proteins between age groups in an urban cohort from Bolivia [<xref ref-type="bibr" rid="pntd.0006660.ref031">31</xref>]. In this publication, the authors reported significantly higher IgG levels in children (&lt;14 years of age) and a progressive decrease in IgG response with aging. However, the authors could not conclude whether this difference in IgG responses to mosquito saliva reflected children being exposed to a greater number of <italic>Aedes</italic> bites, a stronger immune reaction of children to <italic>Aedes</italic> bites, or a progressive desensitization of adults to salivary proteins with aging. In the present work, the Bolivian cohort was the only one to include children. We tested possible differences between three age groups (&lt;14, 14 to 18, &gt;18; Kruskal-Wallis test) or between two age groups (&lt;18, &gt;18; Mann-Whitney test) and we did not observe significant differences. It would be interesting in the future to study how immunity develops among age groups in cohorts exposed to either <italic>Ae</italic>. <italic>aegypti</italic> or <italic>Ae</italic>. <italic>polynesiensis</italic>.</p>
<p>Blood or serum spots collected onto filter paper are an established and convenient source of antibodies for serological diagnosis and epidemiological surveys [<xref ref-type="bibr" rid="pntd.0006660.ref039">39</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref050">50</xref>]. However different types of biological samples were used in the present study raising potential bias concerns. For the New Caledonia cohort, elution of whole blood spots was adjusted taking into account the hematocrit percentage [<xref ref-type="bibr" rid="pntd.0006660.ref039">39</xref>] and the antibody recovery was assumed to be efficient in all sample types as previously described [<xref ref-type="bibr" rid="pntd.0006660.ref051">51</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref052">52</xref>]. Stability of IgG antibodies from dried whole blood or serum on filter paper has also been reported [<xref ref-type="bibr" rid="pntd.0006660.ref051">51</xref>]. In the present work antibodies recovery from dried serum spots proved to be efficient since the Martinique cohort displayed high IgG responses. Other potential concerns were alleviated by comparing paired samples of fresh vs dried serum deposited on filter paper (&lt;4 weeks) from a subsample of the Tahiti-Moorea cohort. No significant differences in the Ab response were detected. Further assessment of the recovery and quality of Ab should be performed nonetheless through the quantification of IgG response to <italic>Aedes</italic> salivary proteins from paired samples of fresh blood or serum, vs dried blood or serum spots on filter paper. Same type of biological samples should be used in the future for quantitative comparisons of IgG responses between cohorts.</p>
<p>To investigate the possibility of cross-reactive epitopes between salivary proteins, we screened both <italic>Aedes</italic> species SGE with sera collected in four different locations where <italic>Ae</italic>. <italic>polynesiensis</italic> was absent. In three of them (Martinique, New-Caledonia, Bolivia), <italic>Ae</italic>. <italic>aegypti</italic> was present but not in the fourth (Reunion island) where <italic>Ae</italic>. <italic>albopictus</italic> is the main anthropophilic <italic>Aedes</italic> species while <italic>Ae</italic>. <italic>aegypti</italic> is cryptic [<xref ref-type="bibr" rid="pntd.0006660.ref037">37</xref>]. The Reunion cohort was exposed to <italic>Ae</italic>. <italic>albopictus</italic> bites at the time of sampling and half of the samples have been previously tested and found positive responders to <italic>Ae</italic>. <italic>albopictus</italic> SGE [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>]. Analysis of sera from <italic>Ae</italic>. <italic>aegypti</italic>-exposed areas showed no clear cross-reactions with <italic>Ae</italic>. <italic>polynesiensis</italic> SGE, and that of sera from Reunion showed no cross-reactions between <italic>Ae</italic>. <italic>albopictus</italic> and either <italic>Ae</italic>. <italic>aegypti</italic> or <italic>Ae</italic>. <italic>polynesiensis</italic> SGE. Taken together, these data suggest that the IgG Ab response observed is species-specific and that the immunogenic proteins expressed in the sialome of the <italic>Aedes</italic> genus differ sufficiently between the different species under study, at least regarding the epitopes. This is in agreement with previous observations made in Reunion island where only weak cross-reactivity was detected between <italic>Ae</italic>. <italic>albopictus</italic> and <italic>Ae</italic>. <italic>aegypti</italic> SGE [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>].</p>
<p>A salivary peptide, the Nterm-34kDa peptide present on the immunogenic 34kDa-salivary protein of <italic>Ae</italic>. <italic>aegypti</italic>, has been designed as a specific biomarker of <italic>Ae</italic>. <italic>aegypti</italic> bites and proved to be a useful tool to evaluate human exposure to <italic>Ae</italic>. <italic>aegypti</italic> [<xref ref-type="bibr" rid="pntd.0006660.ref053">53</xref>]. However, a subsequent study indicated that IgG Ab response to this salivary peptide was equally relevant for evaluating the efficacy of vector control interventions against another <italic>Aedes</italic> species, <italic>Ae</italic>. <italic>albopictus</italic>, in Reunion island [<xref ref-type="bibr" rid="pntd.0006660.ref054">54</xref>]. These results pointed out that IgG response to the <italic>Aedes</italic> Nterm-34kDa salivary peptide could be used as a general biomarker of <italic>Aedes</italic> bites, at the genus level but not at the species level. The low cross-reactivity between the Ab responses to SGE of the different <italic>Aedes</italic> species observed in [<xref ref-type="bibr" rid="pntd.0006660.ref030">30</xref>] and in the present work would however indicate that the abundant and/or immunogenic proteins are sufficiently different between these species to present different epitopes, and thus should represent a promising asset for the development of species specific peptides. Therefore, efforts are being pursued to develop salivary peptides truly specific of each <italic>Aedes</italic> vector species (<italic>Ae</italic>. <italic>aegypti</italic>, <italic>Ae</italic>. <italic>albopictus</italic>, <italic>Ae</italic>. <italic>polynesiensis</italic>), targeting specific epitopes on salivary proteins.</p>
<p>Given their heterogeneity, IgG responses may not be used to assess the risk of disease at the individual level. These studies however, are useful at a group or population level. Indeed results on Ab responses from cohorts can inform us on spatial differences or temporal variations in exposure to mosquito bites (<italic>e</italic>.<italic>g</italic>., natural seasonal variations or reduction of exposure resulting from successful vector control interventions). Although such biomarkers do not directly assess infective bites they provide a meaningful assessment of exposure to mosquito vectors, and indirectly therefore to a risk of infection. The evaluation of human IgG response to mosquito salivary proteins can thus help identify areas with heightened risks of arbovirus transmission. In the present work, no epidemiological or medical data were available at country level that could be associated with the levels of Ab response to <italic>Aedes</italic> salivary proteins observed in the study subjects. However, IgG biomarkers of exposure to mosquito salivary proteins have been confirmed as useful proxies of dengue and malaria infections in several studies [<xref ref-type="bibr" rid="pntd.0006660.ref043">43</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref055">55</xref>, <xref ref-type="bibr" rid="pntd.0006660.ref056">56</xref>].</p>
<p>Results of the present work unequivocally demonstrate that bites from both <italic>Aedes</italic> species elicit a marked humoral reactivity in local residents of French Polynesia. This reactivity is strongly supported by the results of the military personnel follow-up where most individuals developed specific antibodies against <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> during their stay in Tahiti. This study represents the first attempt to detect an antibody response to salivary proteins of <italic>Ae</italic>. <italic>polynesiensis</italic> in exposed populations. The specificity of the responses to <italic>Ae</italic>. <italic>aegypti</italic> and <italic>Ae</italic>. <italic>polynesiensis</italic> SGE offers great potential as a specific biomarker of exposure to these species for epidemiological studies in French Polynesia as in other settings where both species are present.</p>
<p>Therefore, their detection and follow-up in the blood of human population will provide useful indicators to identify areas where people are subject to potentially infectious <italic>Aedes</italic> bites. It will help to target vector control strategies against filariasis and major arboviroses such as dengue, chikungunya or Zika. Coupled with classical entomological indices [<xref ref-type="bibr" rid="pntd.0006660.ref057">57</xref>], this ELISA assay should also prove useful for monitoring the efficacy of vector control procedures including novel <italic>Wolbachia</italic>-based mosquito suppression strategies under evaluation in French Polynesia.</p>
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<title>Supporting information</title>
<supplementary-material id="pntd.0006660.s001" mimetype="application/msword" position="float" xlink:href="info:doi/10.1371/journal.pntd.0006660.s001" xlink:type="simple">
<label>S1 Checklist</label>
<caption>
<title>STROBE checklist.</title>
<p>(DOC)</p>
</caption>
</supplementary-material>
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</body>
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<ack>
<p>We thank Didier Musso (ILM) for his valuable help in getting blood samples from French blood banks. We are grateful to the French blood banks from Martinique, Reunion, Ile de France, Alsace, and Institut Pasteur in New Caledonia, for providing blood samples. We thank François Mouchet (IRD) and Franck Remoué (IRD) for providing Bolivian and Reunion serum samples and advice on protocols, Gilbert Le Goff (IRD) for sharing information on <italic>Aedes</italic> species in Bolivia and Reunion island, Nil Rahola (IRD) and Grégory L’Ambert (Interdepartmental Agreement for mosquito control) for sharing information on <italic>Aedes</italic> species in metropolitan France, and Jean-Marc Segalin (French Polynesian Health directorate) for discussion on filariasis.</p>
</ack>
<ref-list>
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