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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2023.1191664</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Impact of host stress on the replication rate of <italic>Plasmodium</italic>: take it easy to avoid malaria recurrences</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Pigeault</surname>
<given-names>Romain</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/266545"/>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ruiz De Paz</surname>
<given-names>Angela</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Baur</surname>
<given-names>Molly</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Isa&#xef;a</surname>
<given-names>Julie</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Glaizot</surname>
<given-names>Olivier</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/660716"/>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Christe</surname>
<given-names>Philippe</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/661483"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Ecology and Evolution, Lausanne University</institution>, <addr-line>Lausanne</addr-line>, <country>Switzerland</country>
</aff>    <aff id="aff2">
<sup>2</sup>
<institution>Laboratoire Ecologie et Biologie des Interactions (EBI), UMR CNRS 7267</institution>, <addr-line>Poitiers</addr-line>, <country>France</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Mus&#xe9;e Cantonal de Zoologie</institution>, <addr-line>Lausanne</addr-line>, <country>Switzerland</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Ilaria Agostini, National Scientific and Technical Research Council (CONICET), Argentina</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Carolina Romeiro Fernandes Chagas, Nature Research Centre, Lithuania; Yukita Sato, Nihon University, Japan</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Romain Pigeault, <email xlink:href="mailto:romain.pigeault@univ-poitiers.fr">romain.pigeault@univ-poitiers.fr</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;ORCID: Romain Pigeault, <uri xlink:href="https://orcid.org/0000-0002-8011-4600">orcid.org/0000-0002-8011-4600</uri>; Julie Isa&#xef;a, <uri xlink:href="https://orcid.org/0000-0001-7737-9133">orcid.org/0000-0001-7737-9133</uri>; Olivier Glaizot, <uri xlink:href="https://orcid.org/0000-0001-9116-3355">orcid.org/0000-0001-9116-3355</uri>; Philippe Christe, <uri xlink:href="https://orcid.org/0000-0002-8605-7002">orcid.org/0000-0002-8605-7002</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>06</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1191664</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>03</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>06</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Pigeault, Ruiz De Paz, Baur, Isa&#xef;a, Glaizot and Christe</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Pigeault, Ruiz De Paz, Baur, Isa&#xef;a, Glaizot and Christe</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>
<p>Malaria is widespread throughout the world and affects many animal species. Although the origin of this vector-borne disease was discovered more than a century ago, several aspects of the within-host infection dynamic are still poorly understood. Among them, the factors triggering parasite recurrences &#x2013; episodes of brief increase in parasite number following a period when the parasite was either absent or present at very low levels in the blood &#x2013; have still not been clearly identified. Yet, recurrences may contribute significantly to overall infection prevalence in vertebrate host populations. Here, we investigated whether artificial or natural increases in stress hormone levels in chronically infected birds influence the replication rate of <italic>Plasmodium relictum</italic> and transmission to its natural vector, the mosquito <italic>Culex pipiens</italic>. Our results provide evidence that increased levels of corticosterone, either induced by oral ingestion or caused by handling stress, can trigger malaria recurrences. However, we did not observe any effect on the transmission rate of the parasite to the mosquito vector. Our study is a first fundamental step in understanding the mechanisms underlying malaria recurrences. It remains to be ascertained whether this feature extends to other malaria system and in particular to human malaria.</p>
</abstract>
<kwd-group>
<kwd>avian malaria</kwd>
<kwd>corticosterone</kwd>
<kwd>oocyst burden</kwd>
<kwd>
<italic>Plasmodium</italic>
</kwd>
<kwd>recrudescence</kwd>
<kwd>relapses</kwd>
<kwd>within-host infection dynamic</kwd>
</kwd-group>    <contract-sponsor id="cn001">Schweizerischer Nationalfonds zur F&#xf6;rderung der Wissenschaftlichen Forschung<named-content content-type="fundref-id">10.13039/501100001711</named-content>
</contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="65"/>
<page-count count="12"/>
<word-count count="7207"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Behavioral and Evolutionary Ecology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>A large diversity of parasites, ranging from viruses to eukaryote organisms, are characterized by active and latent infection stages (<xref ref-type="bibr" rid="B31">Hasker et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B17">Colangeli et&#xa0;al., 2020</xref>). While the first are those where the parasite actively replicates and may cause symptoms, latent infections usually do not cause any symptoms and are often hardly detectable at this stage. Latent infections may therefore play a significant epidemiological role by increasing the number (<xref ref-type="bibr" rid="B28">Fradejas et&#xa0;al., 2019</xref>) but also the mobility of the sources of infection (<xref ref-type="bibr" rid="B1">Angrisano and Robinson, 2022</xref>). Reactivation of latent parasite stage may be one of the factors triggering an outbreak, as a number of infected asymptomatic individuals are undetected, and may also generate sporadic cases of infection in non-endemic areas (<xref ref-type="bibr" rid="B28">Fradejas et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B1">Angrisano and Robinson, 2022</xref>). The identification of the mechanisms responsible for the recurrence of parasites, that is the transition from latent to active stages of the infection, is therefore essential to understand the dynamics of infection and to develop new strategies to attempt to control infectious diseases.</p>
<p>Among the parasites that exhibit cycles of latency and reactivation (i.e. susceptible&#x2013;infected&#x2013;latent&#x2013;infected dynamics), <italic>Plasmodium</italic> is one of the most studied. This vector-borne parasite infects many vertebrate hosts, including reptiles, birds and human or non-human primates. After parasite transmission from a mosquito vector, the intensity of infection in the vertebrate host&#x2019;s peripheral blood changes drastically over time. Following an initial acute phase (i.e. active infection stage), characterized by a high number of parasites in the blood, the infection is either cleared or reaches a chronic phase (i.e. latent infection stage). During this latent infection phase, the parasite burden stabilizes at a low level for several months or years (<xref ref-type="bibr" rid="B5">Ashley and White, 2014</xref>; <xref ref-type="bibr" rid="B34">Ishtiaq, 2021</xref>). Latent infection may however be interrupted by several episodes of intense, but brief, increase in parasite replication rate (i.e. malaria recurrences, (<xref ref-type="bibr" rid="B2">Applegate, 1971</xref>; <xref ref-type="bibr" rid="B34">Ishtiaq, 2021</xref>). These bouts of replication rate may be due to relapse or to recrudescence. While the former results from the activation of dormant liver-stage parasites, called hypnozoites (<xref ref-type="bibr" rid="B65">Zanghi and Vaughan, 2021</xref>), the latter is due to incomplete elimination of erythrocytic stages either in the blood or in extra-vascular compartments (<xref ref-type="bibr" rid="B40">Markus, 2018</xref>; <xref ref-type="bibr" rid="B49">Popovici et&#xa0;al., 2019</xref>). In practice, it is difficult to determine whether a significant increase in parasitemia (i.e. percentage of erythrocytes infected) during the latent stage of infection is due to a relapse or a recrudescence. In the following, the term recurrence will therefore be used to encompass both cases.</p>
<p>Malaria recurrences contribute significantly to overall infection rates in vertebrate host populations and is an important source of transmission (<xref ref-type="bibr" rid="B10">Betuela et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B57">Taylor et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B18">Commons et&#xa0;al., 2020</xref>). However, the periodicity of malaria recurrences is not clearly defined and seems to vary according to parasite species (<xref ref-type="bibr" rid="B16">Cogswell, 1992</xref>), geographical area (<xref ref-type="bibr" rid="B7">Battle et&#xa0;al., 2014</xref>) and host medical treatment (<xref ref-type="bibr" rid="B57">Taylor et&#xa0;al., 2019</xref>). Nevertheless, in temperate region, a seasonal pattern seems to emerge. In primate (human and non-human), avian and saurian malaria, recurrences are most often observed in spring or early summer, irrespective of the timing of primary infection (<xref ref-type="bibr" rid="B4">Applegate and Beaudoin, 1970</xref>; <xref ref-type="bibr" rid="B52">Schall, 1996</xref>; <xref ref-type="bibr" rid="B22">Cosgrove et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B63">White et&#xa0;al., 2016</xref>), which suggests that the parasite reacts to changes in its environment. These seasonal recurrences may be viewed as a strategy that allows the parasite to match the annual dynamics of vector populations (<xref ref-type="bibr" rid="B21">Cornet et&#xa0;al., 2014b</xref>). In temperate zones, mosquito vectors are only present for a few months (<xref ref-type="bibr" rid="B37">Lalubin et&#xa0;al., 2013</xref>) and parasites may benefit from using environmental cues to coincide with the occurrence of mosquitoes (<xref ref-type="bibr" rid="B60">Valkiunas, 2004</xref>; <xref ref-type="bibr" rid="B21">Cornet et&#xa0;al., 2014b</xref>). However, nonseasonal relapses may also occur at any time of the year, without clear connection with seasonal change in the environment (<xref ref-type="bibr" rid="B60">Valkiunas, 2004</xref>; <xref ref-type="bibr" rid="B54">Shanks, 2015</xref>).</p>
<p>For more than half a century, various authors have hypothesized that host hormonal systems could function as cues for parasites (<xref ref-type="bibr" rid="B4">Applegate and Beaudoin, 1970</xref>; <xref ref-type="bibr" rid="B19">Cornelius et&#xa0;al., 2014</xref>). The increase in the amount of sex hormones in the blood during the breeding season, which correlates with the increase in day length in spring and thus with the presence of mosquitoes, has often been advanced as a potential trigger of seasonal recurrences. To date, there is no empirical evidence confirming a role of reproductive hormones in both malaria relapses and recrudescence (<xref ref-type="bibr" rid="B4">Applegate and Beaudoin, 1970</xref>; <xref ref-type="bibr" rid="B46">Pearson, 2002</xref>; <xref ref-type="bibr" rid="B55">Slowinski et&#xa0;al., 2022</xref>). Conversely, studies, primarily in the avian malaria system, suggest that stress-related hormonal changes could increase host parasitemia during the acute and latent phases of infection (<xref ref-type="bibr" rid="B53">Schoenle et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B45">Names et&#xa0;al., 2021</xref>). Since the concentration of stress hormones increases during the reproductive period in many organisms (<xref ref-type="bibr" rid="B27">Eggermann et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B50">Reedy et&#xa0;al., 2014</xref>), it has been postulated that these hormones, possibly in combination with others, play a key role in seasonal malaria recurrences (<xref ref-type="bibr" rid="B4">Applegate and Beaudoin, 1970</xref>). Variations in stress-related hormones levels could also be involved in non-seasonal recurrences since it has been shown that malaria infection intensity is influenced by hosts&#x2019; exposition to stressful conditions (e.g. nutritional stress, pollution, artificial light at night; <xref ref-type="bibr" rid="B20">Cornet et&#xa0;al., 2014a</xref>; <xref ref-type="bibr" rid="B8">Becker et&#xa0;al., 2020</xref>). The mechanisms by which variation in stress hormone concentration could induce hypnozoite activation or influence <italic>Plasmodium</italic> replication rate have never been experimentally investigated. However, recent studies have highlighted that exposure to chronic or acute stress can have adverse effects on host adaptive and innate immune function (<xref ref-type="bibr" rid="B13">Cain and Cidlowski, 2017</xref>; <xref ref-type="bibr" rid="B29">Gao and Deviche, 2019</xref>).</p>    <p>In addition to indirect signals from the environment (i.e. host hormones), it has been suggested that malaria parasites may fine-tune their investment in replication rate by using direct cues from vectors themselves to best match their phenology and abundance. Several studies have indeed shown that <italic>Plasmodium</italic> responded plastically to mosquito blood feeding bout by increasing parasitemia (<xref ref-type="bibr" rid="B38">Lawaly et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B21">Cornet et&#xa0;al., 2014b</xref>; <xref ref-type="bibr" rid="B47">Pigeault et&#xa0;al., 2018</xref>). This phenomenon is particularly significant during the latent stage of infection and could be one of the mechanisms triggering recurrences. While it is not excluded that <italic>Plasmodium</italic> directly detects mosquito cues (e.g. proteins) present in the saliva injected during the blood meal (<xref ref-type="bibr" rid="B33">Huld&#xe9;n and Huld&#xe9;n, 2011</xref>), the response of <italic>Plasmodium</italic> to mosquito bites could, as suggested by Dhondt and Dobson (<xref ref-type="bibr" rid="B24">Dhondt and Dobson, 2017</xref>), be mediated by the stress response of the vertebrate host. Exposure to blood-sucking insect may generate stress (<xref ref-type="bibr" rid="B35">Kavaliers and Colwell, 1996</xref>; <xref ref-type="bibr" rid="B43">Mart&#xed;nez-de la Puente et&#xa0;al., 2011</xref>) and this physiological response, through its effect on host&#x2019;s immune system (<xref ref-type="bibr" rid="B13">Cain and Cidlowski, 2017</xref>; <xref ref-type="bibr" rid="B29">Gao and Deviche, 2019</xref>), might underlie the increase in <italic>Plasmodium</italic> replication rates observed a few days after mosquito bites (<xref ref-type="bibr" rid="B24">Dhondt and Dobson, 2017</xref>).</p>
<p>In the present study, we investigated whether an acute stress triggers malaria recurrence, under both controlled and semi-natural conditions. We also tested whether the increase in parasite burden, observed in vertebrate blood a few days after mosquito bites, could be mediated by the physiological stress response of the vertebrate host. For this purpose, we increased, either artificially (i.e. orally manipulation of corticosterone levels) or naturally (i.e. handling stress), the stress hormone concentration of chronically infected host during a short period of time and monitored the impact on <italic>Plasmodium</italic> replication rate and transmission to mosquito vectors. Thereafter, we explored the association between mosquito bites and the vertebrate blood stress hormone concentrations to determine whether stress associated with mosquito exposure might be sufficient to induce recurrence. The last step of our study was to test if the results obtained under laboratory conditions were reproducible under semi-natural conditions. To do so, we experimentally infected wild vertebrate hosts and placed them in outdoor cages. In addition to documenting <italic>Plasmodium</italic> infection dynamics during one year, we studied the impact of stress induced by handling or by handling and mosquito bites on the replication rate of the malaria parasite. Avian malaria was used as a system to investigate these questions. Avian malaria is the oldest experimental system for investigating the life cycle of <italic>Plasmodium</italic> parasites and particularly to study recurrences (<xref ref-type="bibr" rid="B51">Rivero and Gandon, 2018</xref>). Further, avian malaria is the only currently available animal experimental system that allows working with a parasite recently isolated from the wild (<italic>Plasmodium relictum</italic>) and with its natural mosquito vector (<italic>Culex pipiens</italic>).</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Biological system</title>
<p>
<italic>Plasmodium relictum</italic> (lineage SGS1) is the most common and prevalent parasite lineage causing avian malaria in Europe and is known to induce a long latent phase marked by sudden events of recurrences (<xref ref-type="bibr" rid="B60">Valkiunas, 2004</xref>). The parasite strain used in the first and second experiment was isolated from two infected House sparrows (<italic>Passer domesticus</italic>) captured in January 2019 and December 2020. The fourth experiment was carried out with a <italic>P. relictum</italic> strain isolated from a House sparrow captured in August 2018.</p>
<p>The first three experiments were carried out with domestic canaries (<italic>Serinus canaria</italic>) while the fourth experiment was performed with juvenile house sparrows. Both bird species are known to be naturally infected with <italic>Plasmodium relictum</italic> (lineage SGS1). Indeed, House sparrows infected by this lineage have been described all over Europe, and canaries, when kept in outdoor aviaries, can commonly acquire this infection. House sparrows used in this experiment were captured with mist nets in on the campus of the University of Lausanne, Switzerland (46&#xb0;31&#x2032;25.607&#x2033;N 6&#xb0;34&#x2032;40.714&#x2033;E, altitude: 380 m). Prior to the experiments, a small amount (ca. 3&#x2013;5 &#xb5;L) of blood was collected from the medial metatarsal vein of each bird (i.e. canary and house sparrow) to ensure that they were free from any hemosporidian infection (<xref ref-type="bibr" rid="B32">Hellgren et&#xa0;al., 2004</xref>, for further details see <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>, Section 1).</p>
<p>When experiments required the use of mosquitoes, these were conducted with a line of <italic>Culex pipiens</italic> collected in Lausanne (Switzerland, 46&#xb0;31&#x2032;25.607&#x2033;N 6&#xb0;34&#x2032;40.714&#x2033;E) in August 2017, and maintained in our insectarium since. Mosquitoes were reared using standard protocols (25&#xb0;C &#xb1; 1&#xb0;C, 70 &#xb1; 5% RH and with 12L:12D photoperiod). We used females 7&#x2013;13 days after emergence, which had not previously access to blood meals. Mosquitoes were maintained on glucose solution (10%) since their emergence and were starved (but provided with water to prevent dehydration) for 24h before the experiments.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Experiment 1: impact of artificial increase of corticosterone concentration in vertebrate blood on <italic>Plasmodium</italic> replication rate and transmission</title>
<p>Eighteen canaries were infected by intraperitoneal injection of 150&#xb5;L of an infected blood pool (day 0). The blood pool was made of a 1:1 mixture of PBS and mixed blood sample from eight canaries that had been similarly infected two weeks before the experiment (between 200 and 300 &#xb5;L of blood were taken from each of the eight canaries from their brachial veins, <xref ref-type="bibr" rid="B48">Pigeault et&#xa0;al., 2015</xref>). After experimental infection, blood from the medial metatarsal vein (2&#x2013;3 &#xb5;L) was sampled in all birds to monitor parasitemia during the acute (10 dpi, i.e. day post-infection) and the latent pre-experimental stage of infection (35, 47 dpi). One individual died day 25 post-infection. The remaining were assigned to two different experimental groups: &#x201c;CORT&#x201d; (n=9) and &#x201c;Control&#x201d; (n=8). To that end, we ranked the individuals by decreasing parasitemia level [measured by quantitative PCR (qPCR) during the acute stage of infection, i.e. 10 dpi]. We randomly assigned one of the two individuals with the highest parasitemia levels to each experimental group. We repeated this for the two individuals with the next highest ranks until all individuals were assigned to a treatment group.</p>
<p>Corticosterone is the main glucocorticoid in birds and is an essential component of their stress response (<xref ref-type="bibr" rid="B15">Cockrem, 2007</xref>). To study the impact of an artificial increase of this stress hormone on <italic>Plasmodium</italic> replication rate during the latent infection stage, we carried out an experiment consisting of four experimental days separated by three days interval. Due to the high number of manipulations, all experimental days were split into two blocks corresponding to two consecutive days. Eight birds were randomly selected and assigned to the first experimental block (experimental days: 52, 55, 58 and 61 dpi). The remaining nine individuals were assigned to the second experimental block (experimental days: 53, 56, 59 and 62 dpi). At 5:45 PM of each experimental day, birds ingested either 20 &#x3bc;L of corticosterone solution (<italic>CORT group</italic>, 20 &#x3bc;g of corticosterone diluted in 20 &#x3bc;L of dimethyl sulfoxide, DMSO, dose per body mass &#x2248; 1 &#x3bc;g/g, (<xref ref-type="bibr" rid="B12">Breuner et&#xa0;al., 1998</xref>) or 20 &#x3bc;L of DMSO (<italic>control group</italic>). A pipette with a 200 &#xb5;L tip was used to inject the solutions directly into the birds&#x2019; beaks. The ingestion of 20 &#x3bc;g of corticosterone solution induced a rapid and strong increase in corticosterone concentration in birds&#x2019; blood (average increase of 46.4 ng/mL &#xb1; 16 ng/mL compared to an increase of 2.17 ng/mL &#xb1; 0.45 ng/mL in the control group, see <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>, Section 2). At 6:00 PM, birds were immobilized in PVC tubes (length 18 cm, diameter 4.5 cm) covered by a mesh at both ends and placed in individual experimental cages (L40 &#xd7; W40 &#xd7; H40 cm) in the dark for two hours. At 8:00 PM, blood samples from the medial metatarsal vein (ca. 2&#x2013;3 &#xb5;L) were taken from all individuals to quantify parasitemia by qPCR. A red lamp was used to capture the birds and collect the blood samples to avoid stressing other individuals in the room.</p>
<p>To explore the impact of corticosterone ingestion on <italic>Plasmodium</italic> transmission from vertebrate host to mosquitoes, on the fourth experimental day (61/62 dpi), 60 &#xb1; 5 uninfected female mosquitoes were added in each cage at 7:00 PM (i.e. one hour after corticosterone or DMSO ingestion). After the blood sample has been taken from all birds at 8:00 PM, blood-fed mosquitoes were counted and individually placed in numbered plastic tubes (30 mL) covered with a mesh and with a cotton pad soaked in a 10% glucose solution. Tubes were kept in standard insectary conditions for one week. Females were then taken out of the tubes and the amount of hematin excreted at the bottom of each tube was quantified as an estimate of the blood meal size (<xref ref-type="bibr" rid="B61">V&#xe9;zilier et&#xa0;al., 2010</xref>). Females were dissected, and the number of <italic>Plasmodium</italic> oocysts in their midgut counted with the aid of a binocular microscope.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Experiment 2: impact of hosts&#x2019; stress induced by handling on <italic>Plasmodium</italic> replication rate and transmission</title>
<p>In addition to the effect associated with the artificial increase of host corticosterone concentration on <italic>Plasmodium</italic> replication rate, the first experiment also suggested an additional effect associated to the stress induced by host handling (see results section). In the second experiment we therefore explored this issue. For this purpose, eighteen canaries were infected and their parasitemia was monitored during the acute and latent stage of infection as described above. However, to minimize the hosts&#x2019; stress induced by handling before the experiment, only one blood sample was taken during the latent pre-experimental stage of infection (35 dpi). Individuals were then assigned to two different experimental groups: &#x201c;handling&#x201d; (n=9) and &#x201c;control&#x201d; (n=9) using the same procedure as described above.</p>
<p>While control individuals were not manipulated, birds belonging to the &#x201c;handling&#x201d; group were captured at days 52 or 53, 55 or 56 and 58 or 59 post-infection (experimental days were split into two blocks as described above) and handled and restrained in the same way as in Experiment 1 to generate stress. To avoid a confounding effect between handling stress and blood loss, no blood sample was taken during this period. Then, to explore the impact of handling stress on the dynamics of <italic>Plasmodium</italic> replication rate and transmission to mosquitoes, on day 61 or 62 dpi, all birds were captured, immobilized in PVC tubes and placed, at 6:00 PM, in the dark in individual experimental cages. One hour later, all individuals were exposed for one hour to 60 &#xb1; 5 uninfected female mosquitoes. At the end of the exposure session, a blood sample (ca. 2&#x2013;3 &#xb5;L) was taken from the medial metatarsal vein of all individuals to quantify parasitemia by qPCR. Blood-fed female mosquitoes were counted, isolated, and dissected as described above.</p>
<p>Finally, for both corticosterone and handling experiments, blood samples were taken on all birds at day 65 and 75 post-infection to measure their parasitemia by qPCR. The latent infection period was therefore divided into three different stages: the latent pre-experimental stage (35&#x2013;47 dpi), the latent experimental stage (52&#x2013;62 dpi) and the latent post-experimental stage (65&#x2013;75 dpi).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Experiment 3: effect of mosquito bites on corticosterone concentration in birds&#x2019; blood</title>
<p>Eighteen uninfected canaries were used for this experiment, from which nine were exposed to uninfected mosquito bites (&#x201c;exposed&#x201d;) and the remaining nine were used as &#x201c;control&#x201d;. To obtain baseline or near-baseline corticosterone levels prior to mosquito exposure, 90&#x2013;110 &#xb5;L of blood was taken from the brachial vein of all birds within three minutes of capture (<xref ref-type="bibr" rid="B64">Wingfield and Romero, 2011</xref>). Immediately after the blood sampling, birds were immobilized in PVC tube covered by a mesh at both ends and placed in individual experimental cages in the dark at 6:00 PM. After one hour of acclimatization, 60 &#xb1; 5 mosquitoes were released in each cage containing an &#x201c;exposed&#x201d; bird. One hour later (i.e. 8:00 PM), a new blood sample was taken from the brachial vein of all birds to quantify corticosterone concentrations. Total corticosterone from plasma samples was quantified using enzyme immunoassay kit from Enzo Life Sciences (Corticosterone ELISA Kit, cat. No. ADI-900-097, Lausen, Switzerland) following the manufacturer&#x2019;s instructions. Plasma samples were obtained by centrifugation of bird blood, which was kept on ice. After centrifugation, plasma was collected and stored at &#x2212;20 &#xb0;C. Samples were run in duplicate and randomized across plates. Concentration values were extrapolated from standard curves and all samples felt within the standard curves. Inter-plate variation was 1.3%.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Experiment 4: impact of hosts&#x2019; stress on <italic>Plasmodium</italic> replication rate in semi-natural conditions</title>
<p>On October 11, 2018, seven uninfected juvenile House sparrows were infected by intraperitoneal injection of an infected blood pool (day 0) and placed together in an outdoor aviary (4.6 m &#xd7; 4.6 m, 2.7 m high (complete material and methods are provided in the <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref>, Section 3). Blood samples were taken regularly &#x2013; i.e. between monthly and weekly, depending on the stage of infection, see <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S3</bold>
</xref> &#x2013; during one year from the medial metatarsal vein (ca. 2&#x2013;3 &#xb5;L) of all individuals to quantify parasitemia by qPCR. One bird died for unknown reason day 104 post-infection.</p>
<p>Day 295 post-infection birds were captured and housed in an individual cage (100 cm &#xd7; 30 cm &#xd7; 40 cm high) that was placed in the outdoor aviary. They were isolated to facilitate their capture for the rest of the experiment and thus minimize their stress. Thirteen days later (i.e. 308 dpi) each bird was captured and transported in holding bags to the laboratory, 250 m apart. A t 6:00 PM, individuals were randomly assigned to the &#x201c;exposed&#x201d; (n=3) or to the &#x201c;control&#x201d; group (n=3), immobilized in PVC tubes covered by a mesh at both extremities and placed in individual experimental cages for two hours. After one hour, 60 &#xb1; 5 mosquitoes were released in each cage containing an &#x201c;exposed&#x201d; bird. One hour later (i.e. 8:00 PM), a blood sample was taken from the medial metatarsal vein of all individuals to quantify parasitemia by qPCR and birds were release outside in their individual cage. Parasitemia was then monitored every 2&#x2013;3 days during two weeks and birds were then released in the large aviary. Thereafter, birds&#x2019; parasitemia was monitored regularly until the end of the experiment (i.e. 365 dpi). At the end of the experiment all House sparrows were treated to clear infection and kept in the outdoor aviaries.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Molecular analyses</title>
<p>The quantification of blood parasitemia was carried out using qPCR with a protocol adapted from <xref ref-type="bibr" rid="B14">Christe et&#xa0;al., 2011</xref>. Briefly, DNA was extracted from the blood using a standard protocol (Qiagen DNeasy 96 blood and tissue kit). For each individual, we conducted a multiplex qPCR. We targeted the nuclear <italic>cyt b</italic> gene of <italic>Plasmodium</italic> (Primers: L4050Plasmo: 5&#x2032;-GCTTTATGTATTGTATTTATAC-3&#x2032;, H4121Plasmo: 5&#x2032;-GACTTAAAAGATTTGGATAG-3&#x2032;, TaqMan probe: CY3-CYTb-BHQ2: 5&#x2032;-CCTTTAGGGTATGATACAGC-3&#x2032;) and the 18s rRNA gene of the bird (Primers: Plasmo18S-f: 5&#x2032;-GGCAGCTTTGGTGACTCTAGA-3&#x2032;, Plasmo18S-r: 5&#x2032;-AGTTGATAGGGCAGACATTCG-3&#x2032;, TaqMan probe: FAM-18S-BHQ1: 5&#x2032;-AACCTCGAGCCGATCGCACG-3&#x2032;). All samples were run in triplicate (Bio-Rad CFX96TM Real-Time System). Parasite number was calculated with relative quantification values (RQ). RQ can be interpreted as the fold&#x2010;amount of target gene (<italic>Plasmodium</italic> 18s rDNA) with respect to the amount of the reference gene (Bird18s rDNA) and are calculated as 2<sup>&#x2212;(Ct18s</sup> <italic>
<sup>Plasmodium</sup>
</italic> <sup>&#x2013; Ct18s Bird)</sup>. For convenience, RQ values were standardized by &#xd7;10<sup>4</sup> factor and log-transformed (log(x, base = exp(1))).</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Statistical analysis</title>
<p>Analyses were carried out using the R statistical package (v. 4.0.2). Data were analyzed separately for each experiment. The different statistical models built to analyse the data are described in the <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>). Briefly, analyses where a same individual bird was sampled repeatedly, such as corticosterone quantification or fluctuation of blood parasitemia throughout time, were analysed fitting bird as a random factor into the models (to account for the temporal pseudoreplication), using a mixed model procedure (<italic>lmer</italic>, package: lme4, <xref ref-type="bibr" rid="B6">Bates et&#xa0;al., 2015</xref>). When experimental days were split into two blocks, bird random factor was nested in experimental blocks. Bird treatment and day post-infection (experiment 1, 2 &amp; 4) or the time of blood sampling (experiment 3) were used as fixed factors. When only one parasitemia measurement was taken per bird and experimental days were not split into two blocks, the analysis was performed using Mann-Whitney-Wilcoxon Test (i.e. comparison of bird latent pre-experimental parasitemia according to bird treatment in the handling experiment). Mosquito-centred traits, such as blood meal size (hematin quantity, ng), infection prevalence (proportion of mosquitoes containing at least one oocyst) and oocyst burden (taking account of mosquitoes with one or more oocysts in the midgut), which may depend on which bird mosquitoes fed on, were analysed fitting bird as a random factor into the models, using <italic>lmer</italic>, <italic>glmer</italic>.<italic>nb</italic> or <italic>glmer</italic> (package: lme4) according to whether the errors were normally (hematin quantity), binomially (infection prevalence) or negative binomially distributed (oocyst burden). Bird treatment and, when necessary, blood meal size (haematin) were used as fixed factors.</p>
<p>Maximal models, including all higher-order interactions, were simplified by sequentially eliminating non-significant terms and interactions to establish a minimal model (<xref ref-type="bibr" rid="B23">Crawley, 2012</xref>). The significance of the explanatory variables was established using a likelihood ratio test (which is approximately distributed as a Chi-square distribution or an F test (<xref ref-type="bibr" rid="B11">Bolker, 2008</xref>). The significant Chi-square or F values given in the text are for the minimal model, whereas non-significant values correspond to those obtained before the deletion of the variable from the model. <italic>A posteriori</italic> contrasts were carried out by aggregating factor levels together and by testing the fit of the simplified model using a likelihood ratio test.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<p>
<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> summarizes the objectives and the biological models used in each of the experiments.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Summary of the experiments presented in this study.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Exp. n&#xb0;</th>
<th valign="top" align="left">Objective(s)</th>
<th valign="top" align="left">Vertebrate host species</th>
<th valign="top" align="left">Parasite lineage</th>
<th valign="top" align="left">Mosquito species</th>
<th valign="top" align="left">Exp. condition</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">test the effect of an artificial increase in the concentration of corticosterone in vertebrate blood on <italic>Plasmodium</italic> replication rate and transmission to mosquitoes</td>
<td valign="top" align="left">
<italic>Serinus canaria</italic>
</td>
<td valign="top" align="left">
<italic>Plasmodium relictum</italic> (lineage SGS1)</td>
<td valign="top" align="left">
<italic>Culex pipiens</italic>
</td>
<td valign="top" align="left">Laboratory</td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">test the effect of hosts&#x2019; stress induced by handling on <italic>Plasmodium</italic> replication rate and transmission to mosquitoes</td>
<td valign="top" align="left">
<italic>Serinus canaria</italic>
</td>
<td valign="top" align="left">
<italic>Plasmodium relictum</italic> (lineage SGS1)</td>
<td valign="top" align="left">
<italic>Culex pipiens</italic>
</td>
<td valign="top" align="left">Laboratory</td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">test the effect of mosquito bites on corticosterone concentration in birds&#x2019; blood</td>
<td valign="top" align="left">
<italic>Serinus canaria</italic>
</td>
<td valign="top" align="left">
<italic>Plasmodium relictum</italic> (lineage SGS1)</td>
<td valign="top" align="left">
<italic>Culex pipiens</italic>
</td>
<td valign="top" align="left">Laboratory</td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">test the effect of handling stress alone and handling stress following by exposure to mosquito bites on <italic>Plasmodium</italic> replication rate in birds&#x2019; blood in semi-natural conditions</td>
<td valign="top" align="left">
<italic>Passer domesticus</italic>
</td>
<td valign="top" align="left">
<italic>Plasmodium relictum</italic> (lineage SGS1)</td>
<td valign="top" align="left">
<italic>Culex pipiens</italic>
</td>
<td valign="top" align="left">Semi-natural conditions (outdoor aviary)</td>
</tr>
<tr>
<td valign="top" align="left">Annex 1 section 2</td>
<td valign="top" align="left">test of the influence of two concentrations of corticosterone ingested by birds (0.1 &#x3bc;g/&#xb5;L or 1 &#x3bc;g/&#xb5;L) on the concentration of corticosterone present in their blood.</td>
<td valign="top" align="left">
<italic>Serinus canaria</italic>
</td>
<td valign="top" align="left">
<italic>Plasmodium relictum</italic> (lineage SGS1)</td>
<td valign="top" align="left">
<italic>/</italic>
</td>
<td valign="top" align="left">Laboratory</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>
<italic>Exp. n&#xb0;</italic> corresponds to the number of the experiment mentioned in the text; <italic>Exp. condition</italic> corresponds to the experimental conditions under which the experiments took place (i.e. in the laboratory or outdoors).</p>
</table-wrap-foot>
</table-wrap>
<sec id="s3_1">
<label>3.1</label>
<title>Experiment 1: effect of artificial increase of corticosterone concentration in vertebrate blood on <italic>Plasmodium</italic> replication rate and transmission</title>
<p>Bird parasitemia decreased drastically between the acute infection stage (10 dpi) and the first blood sample of the latent infection stage (35 dpi, model 1: &#x3c7;&#xb2; = 61.09 p &lt; 0.0001). Then, a significant increase in host parasitemia over time was observed during the latent infection period (from 35 to 75 dpi, model 2: &#x3c7;&#xb2; = 42.13 p &lt; 0.0001, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Dynamics of blood parasitemia (Log(RQ+1)) of <italic>Plasmodium relictum</italic> in vertebrate hosts (experiment 1 &amp; 2). <bold>(A)</bold> Dynamics of parasitemia in control individuals (blue) or in individuals that ingested corticosterone (green) during the latent experiment stage (light blue areas, refer to Materials &amp; Methods, 2.2 experiment 1 for details). <bold>(B)</bold> Dynamics of parasitemia in unstressed individuals (i.e. control, blue) or in individuals that were stressed by handling (green) during the latent experiment stage (light blue area, refer to Materials &amp; Methods, 2.3 experiment 2 for details). The impact of bird treatment on the transmission rate of <italic>Plasmodium</italic> from vertebrate hosts to mosquitoes was explored on day 61/62 post-infection (dark blue area). The dashed red line indicates the average parasitemia measured during the chronic pre-experimentation stage. The colored dots correspond to the raw data and the black points represent the means.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1191664-g001.tif"/>
</fig>
<p>We further divided the latent stage of infection into three different stages: the latent pre-experimental stage (35&#x2013;47 dpi), the latent experimental stage (52&#x2013;62 dpi) and the latent post-experimental stage (65&#x2013;75 dpi). During the latent pre-experimental stage, parasitemia did not vary between the different blood sampling days (model 3, 35 and 47 dpi, &#x3c7;&#xb2; = 1.29, p = 0.255, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) and was not different between control individuals and birds that would later ingest corticosterone (model 3, &#x3c7;&#xb2; = 0.65, p = 0.422). During the latent experimental stage, an interaction between dpi and bird treatment was observed (model 4, &#x3c7;&#xb2; = 3.95, p = 0.046, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). While the parasitemia of the control individuals did not vary significantly over time (model 5, &#x3c7;&#xb2; = 1.98, p = 0.158), the parasite burden of CORT birds increased (model 6, &#x3c7;&#xb2; = 16.40, p &lt; 0.0001). Then, during the post-experimental stage, parasitemia did not vary between the different blood sampling days (65 and 75 dpi, model 7, &#x3c7;&#xb2; = 0.96, p = 0. 326, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) and was not different between control and CORT birds (model 7, &#x3c7;&#xb2; = 1.70, p = 0.191).</p>
<p>On the last day of the latent experimental stage (61/62 dpi), we evaluated the impact of the oral hormone treatment on <italic>Plasmodium</italic> transmission rate to mosquito vector. No effect of bird treatment was observed on mosquito blood meal size (mean &#xb1; s.e., CORT: 23.15 ng &#xb1; 8.26, control: 23.94 ng &#xb1; 8.07, model 8, &#x3c7;&#xb2;<sub>1 </sub>= 0.029 p = 0.865), mosquito infection prevalence (CORT: 0.66, 95% CI: 0.06, control: 0.53, 95% CI: 0.06, model 9, &#x3c7;&#xb2;<sub>1 </sub>= 1.140 p = 0.286) and oocyst burden (geometric mean &#xb1; s.d., CORT: 2.74 &#xb1; 2.40, control: 4.07 &#xb1; 3.11, model 10, &#x3c7;&#xb2;<sub>1 </sub>= 0.033 p = 0.857).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Experiment 2: effect of hosts&#x2019; stress induced by handling on <italic>Plasmodium</italic> replication rate and transmission</title>
<p>Bird parasitemia decreased drastically between the acute infection stage (10 dpi) and the first blood sample of the latent infection stage (35 dpi, model 11: &#x3c7;&#xb2; = 54.39 p &lt; 0.0001). Then, a significant interaction between bird treatment and dpi was observed during the latent infection period (model 12: &#x3c7;&#xb2; = 4.92 p = 0.026, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). While the parasitemia of control birds did not vary, the parasite burden of handling individuals increased over time (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>).</p>
<p>During the latent pre-experimental stage, parasitemia was not different between control individuals and birds in the &#x201c;handling&#x201d; group (model 13, W = 40, p = 0.99, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). After the four days of bird manipulation (i.e. latent experimental stage), the parasitemia of handled individuals, measured day 61 or 62 post-infection, was significantly higher than the parasitemia of control birds (mean RQ10 &#xb1; s.e., control = 12.65 &#xb1; 4.62, handling = 39.54 &#xb1; 14.95, model 14, &#x3c7;&#xb2; = 5.32 p = 0.021, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). This significant difference was maintained throughout the latent post-experiment stage (control = 8.4 &#xb1; 2.55, handling = 32.32 &#xb1; 9.82, model 15, &#x3c7;&#xb2; = 4.91 p = 0.027, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), but a slight decrease of host parasitemia was observed according to blood sampling days (65 versus 75 dpi, model 15, &#x3c7;&#xb2; = 6.206, p = 0.013, <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>).</p>
<p>As in the first experiment, on the last day of the latent experimental stage (61/62 dpi), no effect of bird treatment was observed on mosquito blood meal size (mean &#xb1; s.e., Control: 31.83 ng &#xb1; 9.04, Handling: 28.86 ng &#xb1; 9.98, model 16, &#x3c7;&#xb2;<sub>1 </sub>= 1.97 p = 0.160), infection prevalence (Control: 0.53, CI: 0.06, Handling: 0.55, CI: 0.07, model 17, &#x3c7;&#xb2;<sub>1 </sub>= 0.08 p = 0.772) and oocyst burden (geometric mean &#xb1; s.d., control: 3.87 &#xb1; 2.70, handling: 5.38 &#xb1; 3.24, model 18, &#x3c7;&#xb2;<sub>1 </sub>= 0.69 p = 0.407<bold>)</bold>.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Experiment 3: effect of mosquito bites on host corticosterone concentration</title>
<p>The mean baseline corticosterone of birds was 2.50 &#xb1; 0.66 ng.mL<sup>&#x2212;1</sup> (mean &#xb1; s.e.). Corticosterone level increased significantly after the handling and isolation period in both &#x201c;control&#x201d; and &#x201c;exposed&#x201d; groups (model 19, time of blood sampling: &#x3c7;&#xb2; = 19.21, p &lt; 0.0001, contrast analysis: unexposed &#x3c7;&#xb2; = 4.61, p = 0.032, exposed &#x3c7;&#xb2; = 21.41, p &lt; 0.0001, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The increase was however significantly higher in birds exposed to mosquito bites (significant interaction between bird treatment and time of blood sampling, model 19, &#x3c7;&#xb2; = 4.56, p = 0.032). On average, the corticosterone level increased by more than 7.5 times in the &#x201c;exposed&#x201d; group (first blood sample: 1.79 ng.mL<sup>&#x2212;1</sup> &#xb1; 0.31, second blood sample: 13.57 ng.mL<sup>&#x2212;1</sup> &#xb1; 2.57) and by 2.5 times in the &#x201c;control&#x201d; group (first blood sample: 3.30 ng.mL<sup>&#x2212;1</sup> &#xb1; 1.35, second blood sample: 8.28 ng.mL<sup>&#x2212;1</sup> &#xb1; 1.90).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Baseline and stress induced corticosterone (ng/mL) in birds exposed or not to mosquito bites (experiment 3). Baseline corticosterone was measured from blood collected within 3 min of disturbance. Immediately after the blood sampling, all birds were immobilized and placed in individual cages. After one hour of acclimatization, mosquitoes were released in each cage containing an &#x201c;exposed&#x201d; bird (green boxplot). One hour later, a new blood samples were taken from the brachial vein of all birds to quantify corticosterone concentrations. The grey dots correspond to the raw data.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1191664-g002.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Experiment 4: effect of hosts&#x2019; stress on <italic>Plasmodium</italic> replication rate in semi-natural conditions</title>
<p>Three hundred and eight days after their infections (i.e., dpi), we exposed latently infected birds to a stressful event. Handling stress alone and handling stress following by exposure to mosquito bites influenced <italic>Plasmodium</italic> replication rate in house sparrows. We recorded a significant variation in parasitemia overtime after bird exposure to the stressful events (model 20, &#x3c7;&#xb2; = 4.29, p = 0.038, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Peak parasitemia was reached approximately one week after bird manipulation and then decreased thereafter. Parasitemia in birds exposed to mosquito bites appeared to increase more strongly over time than parasitemia of birds exposed to handling stress only. However, we did not observe a significant interaction between bird treatment and dpi (model 20, &#x3c7;&#xb2; = 0.01, p = 0.927, <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The description and analysis of the overall infection dynamics is presented in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material</bold></xref> (Section 3 &amp; <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S2</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Dynamics of blood parasitemia (Log(RQ+1)) of <italic>Plasmodium relictum</italic> in wild house sparrows held in semi-natural conditions (experiment 4). Dynamics of parasitemia in chronically infected control individuals (i.e., stressed by handling, blue) or in chronically infected individuals that were stressed by handling and then exposed to mosquito bites (green) during the latent experiment stage. The dark blue area corresponds to the day when the birds were handled, isolated and, for some, exposed to mosquito bites. The light blue area corresponds to the period when the birds&#x2019; parasitemia was monitored every 2&#x2013;3 days following their exposure to a stressful event.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1191664-g003.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Understanding the mechanism(s) underlying the increase of <italic>Plasmodium</italic> replication rate in the host blood compartment during latent infection stage is essential for targeting and controlling malaria recurrences. Here we provide evidence that acute increased levels of stress-related hormones can trigger malaria recurrences. Our study also supports the hypothesis put forward by <xref ref-type="bibr" rid="B24">Dhondt and Dobson (2017)</xref> that the increase in parasitemia observed in hosts exposed to mosquitoes (<xref ref-type="bibr" rid="B38">Lawaly et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B21">Cornet et&#xa0;al., 2014b</xref>; <xref ref-type="bibr" rid="B47">Pigeault et&#xa0;al., 2018</xref>) could be partially mediated by mosquito bite-induced stress. However, while stress caused a long-lasting increase in parasite burden in the peripheral blood of chronically infected hosts, we surprisingly did not observe any effect on the transmission rate of the parasite.</p>
<p>Glucocorticoid hormones, such as cortisol or corticosterone, orchestrate numerous physiological and behavioral changes that allow animals to cope with acute stress events. The preeminent effects of short-term glucocorticoid augmentation are a rapid increase in circulating glucose concentrations in bloodstream (<xref ref-type="bibr" rid="B36">Kuo et&#xa0;al., 2015</xref>), a reinforcement of escape or avoidance behavior (<xref ref-type="bibr" rid="B58">Thaker et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B62">Wang et&#xa0;al., 2022</xref>) and a facilitation of classical conditioning and associative learning (<xref ref-type="bibr" rid="B59">Thaker et&#xa0;al., 2010</xref>). In the last decades, several studies have also examined the relationship between glucocorticoid concentration and immunity (<xref ref-type="bibr" rid="B41">Martin, 2009</xref>; <xref ref-type="bibr" rid="B29">Gao and Deviche, 2019</xref>). It has been generally shown that short-term increases in stress hormone levels influence some aspects of immunity with positive, but mostly negative effects depending on both the nature of the immune parameters and the animal species studied (e.g., <xref ref-type="bibr" rid="B44">Matson et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B29">Gao and Deviche, 2019</xref>; <xref ref-type="bibr" rid="B56">Tang et&#xa0;al., 2022</xref>). The impact of acute stress on the immune response of organisms can therefore ultimately affect the susceptibility of hosts to parasitic infection (<xref ref-type="bibr" rid="B9">Belden and Kiesecker, 2005</xref>; <xref ref-type="bibr" rid="B30">Gervasi et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B42">Martin et&#xa0;al., 2019</xref>). One approach to demonstrate the relationship between acute stress and susceptibility to pathogen infection is to artificially manipulate the concentration of corticosterone in the blood of hosts exposed to or infected by parasites. It has been shown that zebra finches infected by West Nile Virus and implanted with silastic tubules filled with corticosterone showed higher viremia than those observed in control birds (<xref ref-type="bibr" rid="B30">Gervasi et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B42">Martin et&#xa0;al., 2019</xref>). Tree frog tadpoles treated with exogenous corticosterone and infected by trematode (<italic>Alaria</italic> sp.) developed higher parasite loads than control tadpoles (<xref ref-type="bibr" rid="B9">Belden and Kiesecker, 2005</xref>). Here, our oral hormone treatment led to a significant increase in malaria parasite blood stage number over time compared to infection dynamics recorded in control individuals. This result is consistent with that obtained in an early study on house sparrows chronically infected by <italic>P. relictum</italic>, where intramuscular injection of corticosterone led to a higher proportion of infected erythrocytes than in the control group (40&#x2013;200 times higher parasitemia, see <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> in <xref ref-type="bibr" rid="B3">Applegate, 1970</xref>). The difference in effect size between this study and our result could be explained by the mode of corticosterone administration (oral versus intramuscular) or, more probably, by the amount of corticosterone injected. The dose per body mass used by Appelgate (10 &#xb5;g/g) was indeed 10 time higher than that used here (1 &#xb5;g/g).</p>
<p>During the latent experiment and post-experiment stages, birds which have ingested corticosterone but also control individuals showed a higher parasite burden compared to that measured during the latent pre-experimental stage (i.e. before exposure to the stressful event). This result strongly suggests that the stress induced by handling the birds was sufficient to underlie an increase of parasite replication rate. Indeed, all birds (i.e. control and CORT) were manipulated during the latent experimental stage and we demonstrated that handling and restraint induced a significant increase in bird plasma corticosterone levels. Our second experiment confirmed this observation by demonstrating that, unlike unhandled and unrestrained birds (i.e., unstressed), for which parasitemia remained constant throughout the latent infection stage, parasitemia of handled individuals increased significantly and durably over time. The experiment conducted under semi-natural conditions reinforce this observation. It is indeed possible to induce malaria recurrence by exposing host infected for over than 300 days to an acute stress. Bouts of <italic>Plasmodium</italic> replication rate were observed in both birds exposed to handling stress and to mosquito bites or to handling stress alone. However, contrary to our expectation we did not observe an additive effect of mosquito bite (<xref ref-type="bibr" rid="B21">Cornet et&#xa0;al., 2014b</xref>). Yet, we have shown that handling stress followed by exposure to mosquito bites induces a stronger stress response than handling stress alone and the result of our first experiment suggest that the intensity of malaria recurrence is related to the concentration of circulating corticosterone. The lack of significant difference between the two groups of house sparrows is probably due to the small sample size.</p>
<p>While natural and artificial increases in stress hormones impacted the replication rate of <italic>Plasmodium</italic>, we did not observe any effect on the transmission rate of the parasite to the mosquitoes. The parasite burden of birds that ingested corticosterone in the first experiment was relatively close to that measured in control birds on the day of mosquito exposure (i.e. 61/62 dpi, CORT: 41.39 &#xb1; 14.39, control: 29.02 &#xb1; 8.98), which can explain this result. However, in the second experiment, the parasitemia of the handled birds was on average more than six times higher than that of the control individuals. Considering the positive relationship reported between vertebrate host parasitemia and the transmission rate of <italic>Plasmodium relictum</italic> to <italic>Culex pipiens</italic> mosquitoes (<xref ref-type="bibr" rid="B48">Pigeault et&#xa0;al., 2015</xref>), we would expect to observe a higher oocyst burden in mosquitoes fed on stressed hosts. Nonetheless, we cannot exclude that, despite a large difference in parasitemia, the gametocyte (sexual transmissible stage of <italic>Plasmodium</italic>) burden was similar between the two groups of individuals. Unfortunately, we do not currently have the molecular tools to quantify the gametocyte burden in the blood of chronically infected hosts and thus test this prediction. Another possible explanation could be that the birds might have been exposed to the mosquitoes too late after the beginning of the stress period, and thus of the increase in <italic>Plasmodium</italic>&#x2019;s investment in the production of sexual stages. Indeed, exposure to acute stress may initially negatively impact the innate immune response of vertebrate hosts (<xref ref-type="bibr" rid="B29">Gao and Deviche, 2019</xref>) which may allow <italic>Plasmodium</italic> to increase its replication rate and investment in gametocyte production. But the increase in parasite burden in the blood compartment will reactivate the adaptive immune response (<xref ref-type="bibr" rid="B25">Doolan et&#xa0;al., 2009</xref>) which can then negatively influence gametocyte infectivity (<xref ref-type="bibr" rid="B26">Drakeley et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B39">Mackinnon and Read, 2003</xref>) and therefore parasite transmission from vertebrate host to mosquito. Finally, the parasite strains used in our experiments may have evolved during lab passages, which were performed intraperitoneally (i.e., without mosquitoes), leading to the selection of variants which invest less in the production of transmissible stage (i.e., gametocytes) or which are less able to adjust their investment in the transmission in response to within-host conditions. Producing gametocytes is likely to be costly in a lab environment where transmission is carried out by injection of infected red blood cells. However, a serial passage analysis showed no effect of repeated passages by intraperitoneal injection on the investment of <italic>P. relictum</italic> in the production of transmissible stages (<xref ref-type="bibr" rid="B48">Pigeault et&#xa0;al., 2015</xref>).</p>
<p>To conclude, we identified stress as one of the triggers for avian malaria recurrences. We showed that both artificial and natural increase in host stress-related hormone levels boost <italic>P. relictum</italic> investment in its replication during the chronic stage of the vertebrate infection. It remains to be determined whether this phenomenon is, as suggested in the literature, mediated by the immunosuppressive effect of stress. However, the stress to which the birds were exposed during our experiments is probably much greater than the stressful events they encounter in natural conditions. It is likely that in the natural environment, malaria recurrences are due to cumulative effects of various factors that may weaken host immunity such as i) exposure to acute stress, ii) a decrease in the allocation of resources in immunity due to a strong investment in reproduction or iii) an infection by a new pathogen. Finally, we show that the handling of birds induces stress that can have strong consequences on the dynamics of the infection within the host and thus act as a confounding effect on the interpretation of the results of experimental studies conducted under laboratory conditions but also of the results of epidemiological surveillance in wildlife.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <ext-link ext-link-type="uri" xlink:href="https://figshare.com/s/099861f53eb25f9a4eb5">https://figshare.com/s/099861f53eb25f9a4eb5</ext-link>.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>This study was approved by the Ethical Committee of the Vaud Canton veterinary authority. The Ethics Commission of the Veterinary Authority of the Canton of Vaud is the commission that issues authorizations for experiments performed in the Canton of Vaud and thus at the University of Lausanne. This commission is part of the federal food safety and veterinary office of Switzerland. Our authorization number is 1730.4. At the end of the experiment all individuals were treated to clear infection with a dose of commercially available Malarone, a mix of atovaquone/proguanil at a concentration of 1.08 mg in 40 &#x3bc;L.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>RP, PC and OG designed the study. RP, AR, MB, JI and OG collected data. RP performed the statistical analyses. RP wrote the first draft of the manuscript with input from all authors. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This project was funded by the Swiss National Science Foundation (SNSF), grants 31003A_179378 to PC and CRSK-3_190197 to RP.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank the two reviewers for helpful and constructive comments.</p>
</ack>
<sec id="s9" 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="s10" 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>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fevo.2023.1191664/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2023.1191664/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
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