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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Trop. Dis</journal-id>
<journal-title>Frontiers in Tropical Diseases</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Trop. Dis</abbrev-journal-title>
<issn pub-type="epub">2673-7515</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fitd.2023.1070172</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Tropical Diseases</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Blood meal survey reveals insights into mosquito-borne diseases on the island of Santiago, Cape Verde</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gon&#xe7;alves</surname>
<given-names>Ad&#xe9;ritow Augusto Lopes Macedo</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2051618"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dias</surname>
<given-names>Adelina Helena Campinha</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Monteiro</surname>
<given-names>Davidson Daniel Sousa</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Varela</surname>
<given-names>Isa&#xed;as Baptista Fernandes</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>da Veiga Leal</surname>
<given-names>Silv&#xe2;nia</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/2122752"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Medical Entomology Laboratory, National Institute of Public Health</institution>, <addr-line>Praia</addr-line>, <country>Cape Verde</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Ines Martin-Martin, Carlos III Health Institute (ISCIII), Spain</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Const&#xe2;ncia Fl&#xe1;via Junqueira Ayres, Oswaldo Cruz Foundation (Fiocruz), Brazil; Donald A. Yee, University of Southern Mississippi, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Ad&#xe9;ritow Augusto Lopes Macedo Gon&#xe7;alves, <email xlink:href="mailto:aderitow.goncalves@insp.gov.cv">aderitow.goncalves@insp.gov.cv</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Vector Biology, a section of the journal Frontiers in Tropical Diseases</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>02</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>4</volume>
<elocation-id>1070172</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Gon&#xe7;alves, Dias, Monteiro, Varela and da Veiga Leal</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Gon&#xe7;alves, Dias, Monteiro, Varela and da Veiga Leal</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>The transmission of pathogens by blood-sucking insects to humans and other animals depends on vector-host interactions. As yet unexplored in Cape Verde, mosquito feeding behavior plays a crucial role in pathogen transmission. Herein, we aim to explore, through blood meal analysis, the relationship between mosquito species and common hosts in Santiago Island, Cape Verde.</p>
</sec>
<sec>
<title>Methods</title>
<p>Engorged female mosquitoes were collected through mechanical aspiration from May 2016 to December 2017 in three municipalities of Santiago Island (Praia, Santa Cruz, and Santa Catarina). Blood-feeding behavior in each municipality was assessed through blood meal analysis using an enzyme-linked immunosorbent assay (ELISA).</p>
</sec>
<sec>
<title>Results</title>
<p>We were able to determine that single-host blood meals were common in <italic>Aedes aegypti, Anopheles arabiensis</italic>, and <italic>Culex pipiens sensu lato (s.l.)</italic>. In general, the mosquitoes preferred to feed on humans, dogs, and chickens, and on multiple hosts, mainly two hosts. The human blood index (HBI) was highest (i.e., 1.00) in <italic>Ae. aegypti</italic>, with the lowest value (0.40) observed in <italic>An. arabiensis</italic>. It was observed that, among single-host blood meals, the likelihood of <italic>Cx. pipiens s.l.</italic> feeding on humans was significantly high, whereas the likelihood of <italic>An. arabiensis</italic> feeding on humans was significantly low (log-odds ratio (LOR) = 0.85 and &#x2013;2.44, respectively). In addition, a high likelihood of <italic>Ae. aegypti</italic> feeding on humans was observed, but this was not statistically significant (LOR = 0.85).</p>
</sec>
<sec>
<title>Discussion</title>
<p>Overall, our findings demonstrate a lack of feeding preference in <italic>Culex pipiens s.l.</italic> compared with <italic>Ae. aegypti</italic> and <italic>An. arabiensis</italic>. These results provide insights into possible parasite transmission and pathogen spillover/spillback, which threaten human/animal health and the economy in Cape Verde.</p>
</sec>
</abstract>
<kwd-group>
<kwd>Cape Verde</kwd>
<kwd>feeding behavior</kwd>
<kwd>blood meal</kwd>
<kwd>HBI</kwd>
<kwd>
<italic>Ae. aegypti</italic>
</kwd>
<kwd>
<italic>An. arabiensis</italic>
</kwd>
<kwd>
<italic>Cx. pipiens</italic> s.l.</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="107"/>
<page-count count="10"/>
<word-count count="3738"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Vector&#x2013;host interactions play a key role in pathogen transmission. More than half of the world&#x2019;s population lives in areas at risk of one or more major vector-borne diseases, with mosquito-borne diseases being a major contributor (<xref ref-type="bibr" rid="B1">1</xref>). Mosquitoes are known to be vectors of diseases that are devastating to humans, domestic animals, and wildlife (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Hematophagy is an obligatory behavior for most female mosquitoes in order to reproduce and to obtain energy  (<xref ref-type="bibr" rid="B3">3</xref>). This process is facilitated through catheterization of the skin (solenophagy), as a result of which pathogens are ingested and transmitted. Orientation toward a host is paramount for feeding success, and in the case of temporary ectoparasites, such as mosquitoes, host choice is underpinned by single or multiple factors, such as host availability (<xref ref-type="bibr" rid="B4">4</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>), abundance (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>), season shifting (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B12">12</xref>), natural host defense (particularly in Aves) (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B17">17</xref>), host size (<xref ref-type="bibr" rid="B18">18</xref>&#x2013;<xref ref-type="bibr" rid="B21">21</xref>), odor (<xref ref-type="bibr" rid="B22">22</xref>&#x2013;<xref ref-type="bibr" rid="B24">24</xref>), and ecology (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B25">25</xref>) leading to catholic tastes in a single gonotrophic cycle, which may favor parasite transmission.</p>
<p>The ability to precisely identify the source of blood meal in mosquitoes and to distinguish anthropophilic and zoophilic species is of prime importance for deciphering host choice and how parasites manipulate the host to promote infection and transmission, and for understanding disease epidemiology for improved entomological surveillance (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B29">29</xref>).</p>
<p>Mosquito-borne pathogens, including yellow fever virus (<xref ref-type="bibr" rid="B30">30</xref>), <italic>Wuchereria bancrofti</italic> (<xref ref-type="bibr" rid="B31">31</xref>), Zika virus (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B33">33</xref>), dengue virus (<xref ref-type="bibr" rid="B34">34</xref>), <italic>Plasmodium</italic> spp (<xref ref-type="bibr" rid="B35">35</xref>). <italic>Dirofilaria immitis</italic> (<xref ref-type="bibr" rid="B36">36</xref>), and <italic>Dirofilaria repens</italic> (<xref ref-type="bibr" rid="B37">37</xref>), which are of public health importance, have been reported in Cape Verde. To date, 11 species of mosquito have been described in Cape Verde, of which <italic>Anopheles arabiensis</italic>, <italic>Aedes aegypti, Culex pipiens</italic> sensu stricto (s.s.), and <italic>Culex quinquefasciatus</italic> are the most important (<xref ref-type="bibr" rid="B38">38</xref>&#x2013;<xref ref-type="bibr" rid="B40">40</xref>).</p>
<p>Nevertheless, mosquito bites and diseases may be preventable by decreasing contact with humans through zooprophylaxis, by the use of repellant air-sprays and house improvements, and, at an individual level, by covering the skin and using insecticide-treated bed nets  (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B41">41</xref>&#x2013;<xref ref-type="bibr" rid="B47">47</xref>). Thus, integrated vector management (IVM) with multiple strategies, included as part of the One Health Initiative, has greater potential to improve vector-borne disease control and facilitate elimination than isolated or routine approaches (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). Understanding the temporal and spatial dynamics of the vector&#x2013;host relationships is a key element in planning IVM.</p>
<p>Entomological studies in Cape Verde have focused more on mosquito density, distribution, and genetic and phenotypic composition than on feeding behaviors, although these are crucial for disease transmission. In our study, we investigated the blood feeding patterns of mosquitoes in three municipalities in Santiago Island: Praia, Santa Cruz, and Santa Catarina.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Ethics statement</title>
<p>All mosquito collections were carried out in private spaces (i.e., homes and their vicinity). We sought consent from owners before collecting the mosquitoes on their properties. The field collections did not involve any endangered or protected species. Materials used in the study posed no health risk to researchers or owners, and no vertebrate animals were harmed.</p>
</sec>
<sec id="s2_2">
<title>Sampling sites and collection</title>
<p>As part of vector surveillance activities, led by the National Institute of Public Health, Cape Verde, mosquitoes were collected from May 2016 to December 2017 in randomly selected areas in three municipalities of Santiago Island [Praia (12 areas), Santa Cruz (four areas), and Santa Catarina (two areas)] (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The selection was based on the history of mosquito-borne diseases, and mosquito and vertebrate composition. Both outdoor and indoor collections were carried out in the morning (7 to 11&#xa0;a.m.). At each sampling site, mosquitoes were collected through 15 minutes of mechanical aspiration using a modified Centers for Disease Control and Prevention (CDC) backpack aspirator (model 1412; John W. Hock Company, Gainesville, FL, USA). All collected mosquitoes were transported alive in cups to the Medical Entomology Laboratory at the National Institute of Public Health, Cape Verde, and then killed by freezing.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Map of Cape Verde and areas where mosquitoes were collected.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fitd-04-1070172-g001.tif"/>
</fig>
</sec>
<sec id="s2_3">
<title>Mosquito species identification</title>
<p>Mosquito specimens were separated according to blood digestion status (i.e., blood fed and unfed) following Reeves et&#xa0;al.&#x2019;s recommendations (<xref ref-type="bibr" rid="B50">50</xref>). Only blood-fed mosquitoes were morphologically identified using dichotomous keys (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B51">51</xref>). Therefore, mosquitoes with fresh blood and with an intermediary blood digestion status were used for the blood meal analysis. Each mosquito was separated into head, thorax, and abdomen. The abdomens were crushed on Whatman grade 1 qualitative filter paper (GE HealthCare Technologies Inc., Chicago, IL, USA) and preserved at &#x2013;20&#xb0;C for enzyme-linked immunosorbent assay (ELISA) analysis. The heads and thoraxes were individually preserved in silica gel (Merck KGaA, Darmstadt, Germany) for DNA extraction. Mosquitoes morphologically identified as <italic>Anopheles gambiae</italic> sensu lato (s.l.) were submitted to a single total DNA extraction using the NZY Tissue gDNA Isolation Kit (NZYTech genes &amp; enzymes, Lisbon, Portugal). Sibling species of the <italic>An. gambiae</italic> complex were identified using PCR following the protocol described by Scott et&#xa0;al. (<xref ref-type="bibr" rid="B52">52</xref>).</p>
</sec>
<sec id="s2_4">
<title>Blood meal identification</title>
<p>Blood meal sources were identified through a direct ELISA adapted from Lardeaux et&#xa0;al. (<xref ref-type="bibr" rid="B53">53</xref>). Immunoglobulin G (IgG) from five vertebrate hosts of interest (human, pig, dog, goat, and chicken) was assessed. The choice of alternatives to human hosts was based on observations made during field collections at the sites. The absorbance values were obtained using an absorbance microplate reader (Stat Fax<sup>&#xae;</sup> 4200) at 450&#xa0;nm. The cut-off values for each plate were calculated from the mean of three negative controls chosen randomly, plus three times their standard deviation (SD) [i.e., cut-off&#xa0;=&#xa0;mean&#xa0;+&#xa0;(3&#xd7;SD)].</p>
</sec>
<sec id="s2_5">
<title>Statistical analysis</title>
<p>The human blood index (HBI) was estimated for each group of mosquitoes from each municipality in accordance with the Garrett-Jones formula (<xref ref-type="bibr" rid="B54">54</xref>). The probabilities of single-host blood meals on humans for each mosquito species, by municipality, and their corresponding 95% confidence intervals (CIs), were calculated. In addition, as proposed elsewhere (<xref ref-type="bibr" rid="B55">55</xref>), log-odds ratios (LORs) were calculated from hypergeometrically distributed data on a 2&#xa0;&#xd7;&#xa0;2 contingency table (95% confidence interval) between each mosquito species and host (where positive and negative LORs indicate, respectively, a positive and negative feeding association, meaning that the likelihood that a blood meal of that mosquito species would originate from a given host is, respectively, higher and a lower than random chance). The greater the LOR, the stronger the feeding association. LORs close to 0 suggest no association between the mosquito species and host. In addition, RStudio version 1.4.1717 (packages gglot2, ggdendrogram, and reshape2) was used to generate a heatmap of the LORs in hierarchical clustering, which assembled mosquito species with similar feeding patterns. The percentages of blood meals by host according to season, municipality, and land use were represented graphically using JMP Pro 16.1.0.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<p>A total of 1,008 mosquito specimens freshly blood fed and with intermediary blood digestion were analyzed from the three municipalities of Santiago Island: Praia (<italic>n</italic>&#xa0;=&#xa0;834; 83%), Santa Cruz (<italic>n</italic>&#xa0;=&#xa0;127; 13%), and Santa Catarina (<italic>n</italic>&#xa0;=&#xa0;47; 5%). The majority of these, 860 specimens, were <italic>Cx. pipiens</italic> s.l. (85%), followed by <italic>Ae. aegypti</italic> (<italic>n</italic>&#xa0;=&#xa0;103; 10%) and <italic>An. arabiensis</italic> (<italic>n</italic>&#xa0;=&#xa0;45; 4%) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). No engorged <italic>An. arabiensis</italic> or <italic>Ae. aegypti</italic> were caught in Santa Catarina.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Blood meal frequency distribution.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left"/>
<th valign="middle" colspan="3" align="center">
<italic>Aedes aegypti</italic>
</th>
<th valign="middle" colspan="3" align="center">
<italic>Anopheles arabiensis</italic>
</th>
<th valign="middle" colspan="4" align="center">
<italic>Culex pipiens</italic> s.l.</th>
</tr>
<tr>
<th valign="middle" rowspan="2" align="left">Host</th>
<th valign="middle" colspan="2" align="center">No. of positive samples</th>
<th valign="middle" rowspan="2" align="center">
<italic>Total (N&#xa0;=&#xa0;103)</italic>
</th>
<th valign="middle" colspan="2" align="center">No. of positive samples</th>
<th valign="middle" rowspan="2" align="center">
<italic>Total (N&#xa0;=&#xa0;45)</italic>
</th>
<th valign="middle" colspan="3" align="center">No. of positive samples</th>
<th valign="middle" rowspan="2" align="center">
<italic>Total (N&#xa0;=&#xa0;860)</italic>
</th>
</tr>
<tr>
<th valign="middle" align="center">Praia<break/>(<italic>n</italic>&#xa0;=&#xa0;89)</th>
<th valign="middle" align="center">Santa Cruz (<italic>n</italic>&#xa0;=&#xa0;14)</th>
<th valign="middle" align="center">Praia (<italic>n</italic>&#xa0;=&#xa0;40)</th>
<th valign="middle" align="center">Santa Cruz (<italic>n</italic>&#xa0;=&#xa0;5)</th>
<th valign="middle" align="center">Praia (<italic>n</italic>&#xa0;=&#xa0;708)</th>
<th valign="middle" align="center">Santa Cruz (<italic>n</italic>&#xa0;=&#xa0;108)</th>
<th valign="middle" align="center">Santa Catarina (<italic>n</italic>&#xa0;=&#xa0;47)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Human</td>
<td valign="middle" align="center">47</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">
<italic>56</italic>
</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">
<italic>9</italic>
</td>
<td valign="middle" align="center">477</td>
<td valign="middle" align="center">75</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">
<italic>581</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Dog</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>10</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Chicken</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>3</italic>
</td>
<td valign="middle" align="center">41</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">
<italic>50</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Goat</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">
<italic>8</italic>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Pig</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Total single-host blood meals</italic>
</bold>
</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">
<italic>59</italic>
</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">
<italic>22</italic>
</td>
<td valign="middle" align="center">528</td>
<td valign="middle" align="center">81</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">
<italic>642</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>% single-host blood meals</italic>
</bold>
</td>
<td valign="middle" align="center">75.8</td>
<td valign="middle" align="center">81.8</td>
<td valign="middle" align="center">
<italic>76.6</italic>
</td>
<td valign="middle" align="center">53.1</td>
<td valign="middle" align="center">100.0</td>
<td valign="middle" align="center">
<italic>59.5</italic>
</td>
<td valign="middle" align="center">79.5</td>
<td valign="middle" align="center">81.8</td>
<td valign="middle" align="center">64.7</td>
<td valign="middle" align="center">
<italic>79.5</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;dog</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>3</italic>
</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>4</italic>
</td>
<td valign="middle" align="center">53</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">
<italic>58</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;dog&#xa0;+&#xa0;chicken</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">
<italic>5</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;dog&#xa0;+&#xa0;pig</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">
<italic>2</italic>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">19</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">
<italic>27</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;dog&#xa0;+&#xa0;pig&#xa0;+&#xa0;chicken</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">
<italic>4</italic>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>13</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;chicken</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>4</italic>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">
<italic>24</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;pig&#xa0;+&#xa0;chicken</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>2</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;pig</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>5</italic>
</td>
<td valign="middle" align="center">19</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">
<italic>20</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;goat&#xa0;+&#xa0;dog</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;goat&#xa0;+&#xa0;dog&#xa0;+&#xa0;pig</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>2</italic>
</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>2</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;goat&#xa0;+&#xa0;dog&#xa0;+&#xa0;pig&#xa0;+&#xa0;chicken</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>2</italic>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>6</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Human&#xa0;+&#xa0;goat&#xa0;+&#xa0;pig</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>2</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Dog&#xa0;+&#xa0;chicken</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>4</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Goat&#xa0;+&#xa0;dog&#xa0;+&#xa0;pig</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>1</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Pig&#xa0;+&#xa0;chicken</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>&#x2013;</italic>
</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>2</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>Total multiple-host blood meals</italic>
</bold>
</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">
<italic>18</italic>
</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>15</italic>
</td>
<td valign="middle" align="center">136</td>
<td valign="middle" align="center">18</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">
<italic>166</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">
<bold>
<italic>% multiple-host blood meals</italic>
</bold>
</td>
<td valign="middle" align="center">24.2</td>
<td valign="middle" align="center">18.2</td>
<td valign="middle" align="center">
<italic>23.4</italic>
</td>
<td valign="middle" align="center">46.9</td>
<td valign="middle" align="center">0.0</td>
<td valign="middle" align="center">
<italic>40.5</italic>
</td>
<td valign="middle" align="center">20.5</td>
<td valign="middle" align="center">18.2</td>
<td valign="middle" align="center">26.7</td>
<td valign="middle" align="center">
<italic>20.5</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">Positives identified</td>
<td valign="middle" align="center">66</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">
<italic>77</italic>
</td>
<td valign="middle" align="center">32</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">
<italic>37</italic>
</td>
<td valign="middle" align="center">664</td>
<td valign="middle" align="center">99</td>
<td valign="middle" align="center">45</td>
<td valign="middle" align="center">
<italic>808</italic>
</td>
</tr>
<tr>
<td valign="middle" align="left">HBI (single-host&#xa0;+&#xa0;multiple-host blood meals)</td>
<td valign="middle" align="center">0.95</td>
<td valign="middle" align="center">1.00</td>
<td valign="middle" align="center">
<italic>0.98<sup>a</sup>
</italic>
</td>
<td valign="middle" align="center">0.69</td>
<td valign="middle" align="center">0.40</td>
<td valign="middle" align="center">
<italic>0.55<sup>a</sup>
</italic>
</td>
<td valign="middle" align="center">0.91</td>
<td valign="middle" align="center">0.94</td>
<td valign="middle" align="center">0.91</td>
<td valign="middle" align="center">
<italic>0.92<sup>a</sup>
</italic>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>n, number of mosquito specimens; HBI, Human Blood Index.</p>
</fn>
<fn>
<p>a, overall HBI calculated for Santiago Island.</p>
</fn>
<fn>
<p>&#x201c;-&#x201c; means &#x201c;0&#x201d; (Zero). Zero mosquitoes were found with that specific blood meal.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Single-host blood meals were more common [<italic>Ae.aegypti</italic> (84.3%), <italic>An. arabiensis</italic> (64.7%), and <italic>Cx. pipiens</italic> s.l. (81.6%)] than multiple-host blood meals [<italic>Ae. aegypti</italic> (15.7%), <italic>An. arabiensis</italic> (35.3%), and <italic>Cx. pipiens</italic> s.l. (18.4%)]. Single-host blood meals were mainly represented by human blood (56 for <italic>Ae. Aegypti</italic>, nine for <italic>An. arabiensis</italic>, and 581 for <italic>Cx. pipiens</italic> s.l.). Regarding multiple-host blood meals, the mosquitoes fed on human and other animal hosts (18 for <italic>Ae. Aegypti</italic>, 15 for <italic>An. Arabiensis</italic>, and 159 for <italic>Cx. pipiens</italic> s.l.). Following humans, dogs were the most frequent host among <italic>Cx. pipiens</italic> s.l. (represented 116 times) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>As regards the HBI, the lowest HBI (0.40) was recorded in <italic>An. arabiensis</italic>, whereas <italic>Ae. aegypti</italic> from the municipality of Santa Cruz had the highest HBI (1.00). The overall average HBIs in the Santiago Island were 0.98, 0.55, and 0.92 for <italic>Ae. aegypti</italic>, <italic>An. arabiensis</italic>, and <italic>Cx. pipiens</italic> s.l., respectively (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>The calculated probabilities of mosquito species taking a single-host blood meal from humans indicated that, for <italic>Cx. pipiens</italic> s.l., the probability was lowest in Santa Catarina (HBI&#xa0;=&#xa0;0.88; 95% CI 0.71 to 0.96) and highest in Santa Cruz (HBI=&#xa0;0.93; 95% CI 0.84 to 0.97). Whereas for <italic>An. arabiensis</italic> the chance was lower (HBI&#xa0;=&#xa0;0.40; 95% CI 0.07 to 0.83) but higher (HBI&#xa0;=&#xa0;1.00; 95% CI 0.63 to 1.00) for <italic>Ae. aegypti</italic> in the Santa Cruz municipality (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Probability of <italic>Aedes aegypti</italic>, <italic>Anopheles arabiensis</italic>, and <italic>Culex pipiens</italic> s.l. from each municipality of Santiago Island taking a single-host blood meal from a human host.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Municipality</th>
<th valign="middle" align="center">No. of single-host blood meals w/human blood</th>
<th valign="middle" align="center">Total number of single-host blood meals</th>
<th valign="middle" align="center">Probability (<italic>P</italic>) of single-host blood meals with human blood</th>
<th valign="middle" align="center">95% confidence interval of <italic>p-value</italic>
</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="5" align="center">Ae. aegypti</th>
</tr>
<tr>
<td valign="middle" align="left">Praia</td>
<td valign="middle" align="center">47</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">0.94</td>
<td valign="middle" align="center">0.83 to 0.98</td>
</tr>
<tr>
<td valign="middle" align="left">Santa Cruz</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">1.00</td>
<td valign="middle" align="center">0.63 to 1.00</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Total</italic>
</td>
<td valign="middle" align="center">
<italic>56</italic>
</td>
<td valign="middle" align="center">
<italic>59</italic>
</td>
<td valign="middle" align="center">
<italic>0.95</italic>
</td>
<td valign="middle" align="center">
<italic>0.85 to 0.99</italic>
</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="center">An. arabiensis</th>
</tr>
<tr>
<td valign="middle" align="left">Praia</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">0.41</td>
<td valign="middle" align="center">0.19 to 0.67</td>
</tr>
<tr>
<td valign="middle" align="left">Santa Cruz</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">0.40</td>
<td valign="middle" align="center">0.07 to 0.83</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Total</italic>
</td>
<td valign="middle" align="center">
<italic>9</italic>
</td>
<td valign="middle" align="center">
<italic>22</italic>
</td>
<td valign="middle" align="center">
<italic>0.41</italic>
</td>
<td valign="middle" align="center">
<italic>0.22 to 0.63</italic>
</td>
</tr>
<tr>
<th valign="middle" colspan="5" align="center">Cx. pipiens s.l.</th>
</tr>
<tr>
<td valign="middle" align="left">Praia</td>
<td valign="middle" align="center">477</td>
<td valign="middle" align="center">528</td>
<td valign="middle" align="center">0.90</td>
<td valign="middle" align="center">0.87 to 0.93</td>
</tr>
<tr>
<td valign="middle" align="left">Santa Cruz</td>
<td valign="middle" align="center">75</td>
<td valign="middle" align="center">81</td>
<td valign="middle" align="center">0.93</td>
<td valign="middle" align="center">0.84 to 0.97</td>
</tr>
<tr>
<td valign="middle" align="left">Santa Catarina</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">0.88</td>
<td valign="middle" align="center">0.71 to 0.96</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>Total</italic>
</td>
<td valign="middle" align="center">
<italic>581</italic>
</td>
<td valign="middle" align="center">
<italic>642</italic>
</td>
<td valign="middle" align="center">
<italic>0.91</italic>
</td>
<td valign="middle" align="center">
<italic>0.88 to 0.93</italic>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Only <italic>An. arabiensis</italic> took single-host blood meals from all five hosts (pigs, humans, goats, dogs, and chickens) especially in urban areas like Praia during the rainy season (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). <italic>Cx. pipiens</italic> s.l. had a higher preference for human blood, followed by chicken, and this preference did not differ across seasons, municipalities, or land uses (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). <italic>Ae. aegypti</italic> also preferred to feed on humans but this preference did not differ across seasons and  was not different in Praia and Santa Cruz, the two municipalities where it was possible to capture this mosquito species (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Single-host blood meals by <italic>Anopheles arabiensis</italic> according to season, municipality, and land use. *no mosquitoes captured.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fitd-04-1070172-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Single-host blood meals by <italic>Culex pipiens</italic> s.l. according to season, municipality, and land use.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fitd-04-1070172-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Single-host blood meals by <italic>Aedes aegypti</italic> according to season, municipality, and land use. *no mosquito captured.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fitd-04-1070172-g004.tif"/>
</fig>
<p>The LOR calculated only for single-host blood meals clustered together <italic>Cx. pipiens</italic> s.l. and <italic>Ae. aegypti</italic> with similar feeding patterns. These estimations revealed positive LORs for all the mosquito&#x2013;host relationships; however, the <italic>Cx. pipiens</italic> s.l.&#x2013;dogs and <italic>Cx. pipiens</italic> s.l.&#x2013;goats relationships show negative LORs, i.e., negative associations. This is similar to <italic>An. arabiensis</italic>&#x2013;human host (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Single-host blood meals associations between hosts (humans, dogs, chickens, goats, and pigs) and mosquito species. Mosquito species were arranged by hierarchal clustering according to the likeness.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fitd-04-1070172-g005.tif"/>
</fig>
<p>Significant positive or negative associations were found for two out of the five hosts (humans and goats). There was a significant clustering positive LOR (LOR&#xa0;=&#xa0;0.85, <italic>p&#xa0;=&#xa0;</italic>0.01) for <italic>Cx. pipiens</italic> s.l. for human hosts and a strong negative association for goats (LOR&#xa0;=&#xa0;&#x2013;4.38, <italic>p&#xa0;</italic>&lt;&#xa0;0.0001), meaning a higher and a lower likelihood of this mosquito species taking blood from humans and goats, respectively. Similarly, positive associations between <italic>Ae. aegypti</italic> and humans (LOR&#xa0;=&#xa0;0.85, <italic>p&#xa0;=&#xa0;</italic>0.10) and between <italic>Ae. aegypti</italic> and pigs (LOR&#xa0;=&#xa0;2.44, <italic>p&#xa0;=&#xa0;</italic>0.16) were observed, but these were not statistically significant. For <italic>An. arabiensis&#x2013;</italic>humans a significant strong negative correlation (LOR&#xa0;=&#xa0;&#x2013;2.44, <italic>p&#xa0;</italic>&lt;&#xa0;0.0001) was observed, which points to a lower likelihood of this mosquito species biting humans. A strong positive association was observed between <italic>An. arabiensis</italic> and goats (LOR&#xa0;=&#xa0;5.30, <italic>p&#xa0;=&#xa0;</italic>7.80) and between <italic>An. arabiensis</italic> and pigs (LOR&#xa0;=&#xa0;3.51, <italic>p&#xa0;=&#xa0;</italic>0.06), but these associations were not statistically significant. An LOR value closer to 0 was found only for <italic>Ae. Aegypti&#x2013;</italic>dogs, which suggests no relationship (LOR&#xa0;=&#xa0;0.02, <italic>p&#xa0;=&#xa0;</italic>0.64) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The transmission potential of a vector-borne pathogen by a competent vector is influenced to a large extent by blood feeding behavior, vector population density, and longevity (<xref ref-type="bibr" rid="B56">56</xref>). In our study, data gathered from multiple sites indicate that the major pathogen vectors (i.e., <italic>An. arabiensis</italic>, <italic>Ae. aegypti</italic>, and <italic>Cx. pipiens</italic> s.l.) share up to three hosts, although this may be influenced by host availability rather than by species-specific host choices. A limitation at this point is the fact that our data could be more accurate if PCR-based molecular approaches were used. Despite Praia being more urbanized, multiple-host blood meals (from four or five hosts) were also observed (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). This observation is not new in mosquitoes, as shown in studies in Brazil, Honduras, and Peru (<xref ref-type="bibr" rid="B57">57</xref>&#x2013;<xref ref-type="bibr" rid="B60">60</xref>).</p>
<p>A pertinent result that we found was the generic feeding behavior among <italic>An. arabiensis</italic> and <italic>Cx. pipiens</italic> s.l., in contrast to <italic>Ae. aegypti</italic>, which showed a specific feeding behavior with a strong predilection for human hosts (HBI<sub>single-host&#xa0;+&#xa0;multiple-host blood meals</sub>&#xa0;=&#xa0;0.98; HBI<sub>single-host blood meals</sub>&#xa0;=&#xa0;0.95). Work carried out in Grenada, the USA, Thailand, Puerto Rico, and Australia also found similar feeding behaviors in <italic>Ae. aegypti</italic> (<xref ref-type="bibr" rid="B61">61</xref>&#x2013;<xref ref-type="bibr" rid="B67">67</xref>), as humans provide reproductive and metabolic advantages (<xref ref-type="bibr" rid="B68">68</xref>). This feeding behavior could be one of various factors that would explain the large number of cases of dengue fever in 2009 (<xref ref-type="bibr" rid="B34">34</xref>) and of Zika in 2015 (<xref ref-type="bibr" rid="B32">32</xref>) in Cape Verde, and this is also a point of consideration, as <italic>Ae. aegypti</italic> from Cape Verde is also able to transmit the Chikungunya virus (<xref ref-type="bibr" rid="B69">69</xref>).</p>
<p>Few (<italic>n</italic>&#xa0;=&#xa0;45) blood-fed <italic>An. arabiensis</italic> were caught, which limits conclusions on any blood meal analyses. These low numbers could be due to the collection technique employed (<xref ref-type="bibr" rid="B70">70</xref>), as we collected only mosquitoes that were within range of the suction effect of the aspirator. It is likely that the use of a collecting tool with wider coverage, such as pyrethrum spray catches, would have increased the numbers collected. In any case, in our study, <italic>An. arabiensis</italic> showed low anthropophily [HBI<sub>single-host&#xa0;+&#xa0;multiple-host blood meals&#xa0;=&#xa0;</sub>0.55; HBI<sub>single-host blood meals</sub>&#xa0;=&#xa0;0.41(LOR&#xa0;=&#xa0;&#x2013;2.44, <italic>p&#xa0;</italic>&lt;&#xa0;0.0001)], similar to the findings of studies in Burkina Faso, Kenya, and Ethiopia (<xref ref-type="bibr" rid="B71">71</xref>&#x2013;<xref ref-type="bibr" rid="B73">73</xref>). We verified that <italic>An. Arabiensis</italic> fed from multiple hosts in the same gonotrophic cycle (from two to four hosts), which agrees with the gonotrophic discordance phenomenon previously described in other species of this genus in Ethiopia, Brazil, Kenya, Mexico, and Sri Lanka (<xref ref-type="bibr" rid="B73">73</xref>&#x2013;<xref ref-type="bibr" rid="B78">78</xref>). The low anthropophily observed in this species could also explain the relatively low prevalence of malaria in Cape Verde, in contrast to other countries in Africa, where the main malaria vector, <italic>An. gambiae</italic> s.s., is, essentially, anthropophilic (<xref ref-type="bibr" rid="B79">79</xref>).</p>
<p>Although there have been reports of <italic>D. immitis</italic> and <italic>D. repens</italic> among dogs in Cape Verde (<xref ref-type="bibr" rid="B80">80</xref>&#x2013;<xref ref-type="bibr" rid="B87">87</xref>), and the West Nile virus and <italic>W. bancrofti</italic> in other African countries (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B88">88</xref>, <xref ref-type="bibr" rid="B89">89</xref>), <italic>Cx. Pipiens</italic> s.l. has not been implicated in any human disease in Cape Verde. Two species of the <italic>Cx. pipiens</italic> complex, <italic>Cx. pipiens</italic> s.s. (ornithophilic) and <italic>Cx. quinquefasciatus</italic> (anthropophilic), and their hybrids, have been observed in Cape Verde (<xref ref-type="bibr" rid="B90">90</xref>). Both species are more eclectic than <italic>An. Arabiensis</italic> and <italic>Ae. Aegypti.</italic> In our study <italic>Cx. pipiens</italic> s.l. showed a preference for human blood meals (HBI<sub>single-host&#xa0;+&#xa0;multiple-host blood meals</sub>&#xa0;=&#xa0;0.92; HBI<sub>single-host blood meals</sub>&#xa0;=&#xa0;0.91 [LOR&#xa0;=&#xa0;0.85, <italic>p&#xa0;=&#xa0;</italic>0.01]) followed by blood meals in chickens and dogs. Similar trends have been found in Grenada, the USA, Ecuador, India, Brazil, Germany, Australia, and Kenya (<xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>, <xref ref-type="bibr" rid="B91">91</xref>&#x2013;<xref ref-type="bibr" rid="B98">98</xref>).</p>
<p>The mosquito feeding behavior observed in our study demonstrates that it is important to consider the closeness of dogs to humans and their role in parasite transmission. Although humans are dead-end hosts for <italic>D. immitis</italic> and <italic>D. repens</italic> (both found in dogs in Cape Verde), earlier stages can cause dirofilariasis and inflammatory response when parasites die in human tissues (<xref ref-type="bibr" rid="B99">99</xref>). Ocular and pulmonary dirofilariasis with benign pulmonary and subcutaneous nodules that may be confused with cancer can also be found in humans (<xref ref-type="bibr" rid="B99">99</xref>&#x2013;<xref ref-type="bibr" rid="B102">102</xref>). In addition to <italic>Cx. pipiens</italic> s.l., <italic>Ae. aegypti</italic> has also been implicated in the transmission of both parasites, although we observed a low probability of this species biting dogs (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) (<xref ref-type="bibr" rid="B87">87</xref>, <xref ref-type="bibr" rid="B103">103</xref>, <xref ref-type="bibr" rid="B104">104</xref>).</p>
<p>It is possible that our results could be a reflection more of host availability than of mosquito host preference: the high numbers of <italic>Cx. pipiens</italic> s.l. and <italic>Ae. aegypti</italic> individuals collected and their feeding behaviors (on both humans and domestic animals), as reported in this study, call for further investigations into parasites circulating in these mosquitoes and also in dogs and humans in Cape Verde. For situations where humans would behave as amplifying hosts of other dog parasites not mentioned here, from our results of simultaneous blood meals in dogs and humans, we may have an even greater amplification event due to interaction augmentation between these two hosts, which increases as their abundance also increases (<xref ref-type="bibr" rid="B105">105</xref>). However, as pointed out elsewhere (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B106">106</xref>, <xref ref-type="bibr" rid="B107">107</xref>), it is necessary to consider the specific attributes to such interactions.</p>
<p>Future directions from this study should therefore consider on combining data from mosquito and animal densities and richness to explore transmission risk according to season and land use. In addition, considering a larger panel of hosts, including non-domestic animals, and increasing sampling efforts with proper sampling techniques, will ensure enough representation of samples for biological relevance of data generated. Another limitation is that we did not record the total number of collected mosquitoes. Therefore, we cannot provide the percentage of blood-fed mosquitoes for our field study.</p>
<p>In conclusion, our study provides the first characterization of blood sources utilized by medically important mosquitoes in Santiago Island, Cape Verde. Importantly, this work has shown that feeding behavior among <italic>Cx. pipiens</italic> s.l. is more random than that demonstrated by <italic>Ae. aegypti</italic> and <italic>An. arabiensis</italic>. Our findings also provide interesting information on disease transmission between hosts and pathogens spillover or spillback phenomena. These phenomena, despite the fact that they have not yet been thoroughly investigated in the country, could threaten livestock, poultry farming, wildlife health, and the economy, and this may be even more important in view of climate change. Thus, inclusion of the One Health Initiative (involving animals) in disease surveillance could help track diseases of humans with animal ancestry and zoonosis for planning interventions. Interventions such as zooprophylaxis, in which animals are treated with mosquito-killing drugs, and mosquito bites are redirected can greatly reduce mosquito survival and lower their potential to transmit pathogens.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material. Further enquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>AG and SL conceived and directed the study. AG, DM, IV, and AD performed species identification. AG, DM, IV, and AD undertook sample processing, DNA extraction, and molecular assays. AG and AD performed data analyses. AG and AD interpreted results. AG wrote the first draft of the manuscript with inputs from SL and AD. All authors commented on and edited the draft manuscript and approved the final manuscript. AG and SL compiled the final manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Institute of Public Health, Cape Verde.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors thank the National Institute of Public Health, Cape Verde, for supporting the study; Jonas Gomes, from the National Observatory of Health (National Institute of Public Health), for the map drawing; and the health delegations from Santa Catarina and Santa Cruz, in particular anti-vectorial health agents, for their support in mosquito collection.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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