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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2022.780525</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>&#x2018;Bouncing Back&#x2019; From Subclinical Malaria: Inflammation and Erythrocytosis After Resolution of <italic>P. falciparum</italic> Infection in Gambian Children</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mooney</surname>
<given-names>Jason P.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/640778"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>DonVito</surname>
<given-names>Sophia M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1487704"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jahateh</surname>
<given-names>Maimuna</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bittaye</surname>
<given-names>Haddy</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Keith</surname>
<given-names>Marianne</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Galloway</surname>
<given-names>Lauren J.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1530943"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ndow</surname>
<given-names>Mortala</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cunnington</surname>
<given-names>Aubrey J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/143131"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>D&#x2019;Alessandro</surname>
<given-names>Umberto</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bottomley</surname>
<given-names>Christian</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Riley</surname>
<given-names>Eleanor M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/30693"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Institute of Immunology and Infection Research, School of Biological Sciences, University of Edinburgh</institution>, <addr-line>Edinburgh</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Medical Research Council Unit in The Gambia at the London School of Hygiene and Tropical Medicine</institution>, <addr-line>Fajara</addr-line>, <country>Gambia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Institute of Infection, Immunity and Inflammation, University of Glasgow</institution>, <addr-line>Glasgow</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Section of Paediatric Infectious Disease, Department of Infectious Disease, Imperial College London</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine</institution>, <addr-line>London</addr-line>, <country>United Kingdom</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Gregoire S. Lauvau, Albert Einstein College of Medicine, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Geoffrey Thomas Hart, University of Minnesota Twin Cities, United States; Stephen Rogerson, The University of Melbourne, Australia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jason P. Mooney, <email xlink:href="mailto:jason.mooney@ed.ac.uk">jason.mooney@ed.ac.uk</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Parasite Immunology, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>01</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>780525</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>01</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Mooney, DonVito, Jahateh, Bittaye, Keith, Galloway, Ndow, Cunnington, D&#x2019;Alessandro, Bottomley and Riley</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Mooney, DonVito, Jahateh, Bittaye, Keith, Galloway, Ndow, Cunnington, D&#x2019;Alessandro, Bottomley and Riley</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>Recent malaria is associated with an increased risk of systemic bacterial infection. The aetiology of this association is unclear but malaria-related haemolysis may be one contributory factor. To characterise the physiological consequences of persistent and recently resolved malaria infections and associated haemolysis, 1650 healthy Gambian children aged 8&#x2013;15 years were screened for <italic>P. falciparum</italic> infection (by 18sRNA PCR) and/or anaemia (by haematocrit) at the end of the annual malaria transmission season (t<sub>1</sub>). <italic>P. falciparum</italic>-infected children and children with moderate or severe anaemia (haemoglobin concentration &lt; 11g/dl) were age matched to healthy, uninfected, non-anaemic controls and screened again 2 months later (t<sub>2</sub>). Persistently infected children (PCR positive at t<sub>1</sub> and t<sub>2</sub>) had stable parasite burdens and did not differ significantly haematologically or in terms of proinflammatory markers from healthy, uninfected children. However, among persistently infected children, IL-10 concentrations were positively correlated with parasite density suggesting a tolerogenic response to persistent infection. By contrast, children who naturally resolved their infections (positive at t<sub>1</sub> and negative at t<sub>2</sub>) exhibited mild erythrocytosis and concentrations of pro-inflammatory markers were raised compared to other groups of children. These findings shed light on a &#x2018;resetting&#x2019; and potential overshoot of the homeostatic haematological response following resolution of malaria infection. Interestingly, the majority of parameters tested were highly heterogeneous in uninfected children, suggesting that some may be harbouring cryptic malaria or other infections.</p>
</abstract>
<kwd-group>
<kwd>malaria</kwd>
<kwd>
<italic>Plasmodium</italic>
</kwd>
<kwd>subclinical</kwd>
<kwd>asymptomatic</kwd>
<kwd>erythrocytosis</kwd>
<kwd>inflammation</kwd>
<kwd>falciparum</kwd>
<kwd>Gambia</kwd>
</kwd-group>
<contract-sponsor id="cn001">Medical Research Council<named-content content-type="fundref-id">10.13039/501100000265</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Wellcome Trust<named-content content-type="fundref-id">10.13039/100010269</named-content>
</contract-sponsor>
<counts>
<fig-count count="6"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="49"/>
<page-count count="12"/>
<word-count count="5889"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>In addition to an estimated 229 million clinical cases of malaria globally in 2019 (<xref ref-type="bibr" rid="B1">1</xref>), there is a large, hidden pool of <italic>Plasmodium</italic> spp. infections that go undiagnosed due to the absence of fever or other characteristic clinical signs (<xref ref-type="bibr" rid="B2">2</xref>). Many of these infections are below the limit of detection of standard diagnostics and may be only intermittently detectable by highly sensitive PCR (<xref ref-type="bibr" rid="B3">3</xref>) due to sequestration in deep tissues, including the spleen (<xref ref-type="bibr" rid="B4">4</xref>). There is considerable debate as to the health and developmental consequences of subclinical <italic>Plasmodium</italic> spp. infections, particularly in children, as well as their role in the acquisition of sustained antimalarial immunity and their contribution to malaria transmission (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Moreover, as these asymptomatically infected individuals rarely seek antimalarial drug therapy, infections may persist for months or years (<xref ref-type="bibr" rid="B6">6</xref>) and seed continual infection of mosquitoes in areas of highly seasonal transmission, maintaining parasite circulation across dry seasons.</p>
<p>One potential consequence of persistent, asymptomatic malaria infection is chronic, low grade, parasite-driven inflammation that may in turn lead to disturbed immune homeostasis and increased susceptibility to other infections or immune disorders. Specifically, individuals with recent or low-density malaria infections are at increased risk of invasive bacterial disease caused, primarily, by enterobacteriaceae (<xref ref-type="bibr" rid="B7">7</xref>). In a pilot study of asymptomatically infected children in Burkina Faso, we observed evidence of persistent haemolysis together with raised plasma haem and haem oxygenase 1 (HO-1) (<xref ref-type="bibr" rid="B8">8</xref>), features previously associated with neutrophil dysfunction in children (<xref ref-type="bibr" rid="B9">9</xref>) and an inability to control non-Typhoidal <italic>Salmonella</italic> infections in mice (<xref ref-type="bibr" rid="B10">10</xref>). In this cohort, plasma concentrations of the anti-inflammatory cytokine IL-10, which can directly activate HO-1, were also raised in persistently infected individuals compared to uninfected controls (<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>In this study, we sought to characterise systemic markers of anaemia, haemolysis and inflammation in children with persistent or recent asymptomatic <italic>Plasmodium falciparum</italic> infection, or anaemia, living in a low-transmission environment in The Gambia.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s2_1">
<title>Study Design and Sample Collection</title>
<p>At the end of the malaria transmission season in December 2017/January 2018 (t<sub>1</sub>), a cross-sectional survey of children aged 8&#x2013;15 years, residing in twenty-nine villages in the Upper River Region of The Gambia, was conducted to identify 1650 children in good general health and with no evidence of fever (body temperature &lt;38&#xb0;C) for inclusion in the study (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Additional exclusion criteria included participation in another ongoing research study; any signs of significant ill health (e.g. cardiovascular, pulmonary, renal, hepatic, neurological, dermatological, endocrine, malignant, infectious, immunodeficiency, psychiatric and other disorders); other known medical conditions (e.g., HIV infection, sickle cell disease or thalassaemia); recent antimalarial or antibiotic treatment (within the previous month). Height, weight, sex, age, and village of residence were recorded. Finger prick blood samples were obtained for malaria microscopy (Giemsa stained thick films), rapid diagnosis by lateral flow assay for <italic>P. falciparum</italic> histidine-rich protein II (<italic>Pf</italic>HRP2) (SD BIOLINE Malaria Ag <italic>P.f</italic>, Abbott), preparation of dried blood spots for <italic>P. falciparum</italic> qPCR analysis (see below) and haemoglobin (Hb) estimation by Hemocue (Hb201+, Radiometer). In a follow up survey conducted in February/March 2018 (t<sub>2</sub>), children identified as parasite positive by 18S PCR (n = 67) in the baseline survey were age, sex, and village matched to children with no detectable parasitaemia; anaemic children (Hb &lt; 11 g/dL, n = 70) were similarly matched to children with Hb &#x2265;11 g/dL, respectively. These children were invited for a second clinical examination and blood sample collection at Basse Regional Hospital. The study was approved by The Medical Research Council Gambia (MRCG) Scientific Coordinating Committee and by the Gambia Government/MRCG Joint Ethics Committee (reference 1545). Prior to enrolment, verbal assent was obtained from study participants and verbal or written consent was obtained from their parent or guardian. Stored plasma samples from 12 Gambian children with acute clinical malaria (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>) were used as comparators in some assays.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Study design. A baseline cross-sectional field survey was conducted during the beginning of the dry season, from December 2017 to January 2018 (time point 1, t<sub>1</sub>) in the Upper River Region of The Gambia. 1650 children were recruited, and blood sampled by finger prick. Based on initial diagnostics completed at the time [<italic>P. falciparum</italic> 18S PCR or haemoglobin (Hb)], 333 children were identified for recall in the follow up survey. This broad group included all identified <italic>P. falciparum</italic> positive children and those with anaemia (Hb &lt;11 g/dL); along with age-, sex- and village-matched controls in a 1:1 ratio or where sufficient controls where available a 1:2 ratio. Specifically, 67 PCR+ and 126 PCR- children were identified from the first 920 children sampled, and 70 anaemic children and 140 non-anaemic controls identified from the remaining pool of 730 children. Of these 333 children recalled, 259 accepted transport to Basse regional hospital between February and March 2018 (time point 2, t<sub>2</sub>) and blood was collected by venepuncture. Upon comparing changes in patient height and weight between t<sub>1</sub> and t<sub>2</sub>, 33 children were excluded because they may not have participated in the baseline survey; 14 who decreased in height by more than 5cm and weight by more than 15%, 12 who increased in height by more than 10cm and weight by more than 20%, and 7 with no height and weight data available for comparison (&#x2020;; see <italic>Materials and Methods</italic> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>). Retrospectively, qPCR diagnostics were repeated for <italic>P.f.</italic> varATS and children were first grouped by recent malaria infection at t<sub>1</sub>. Of the uninfected at t<sub>1</sub> (<italic>n</italic>=156), children were further grouped by  Hb concentration; non-anaemic (<italic>n</italic>=75) and anaemic (<italic>n</italic>=77), (&#x2260;) with 4 children excluded due to no Hb reading available. Of the children infected at t<sub>1</sub> (<italic>n</italic>=57), 13 remained persistently infected and 44 had resolved their infection at recall (t<sub>2</sub>). Children who were negative by qPCR and RDT, but positive by microscopy in t<sub>1</sub> were excluded (&#x2021;; <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S4</bold>
</xref>). (&#xa7;) Due to malaria transmission in The Gambia being highly seasonal, the five children with acquired infections during the study period (&#x2018;New&#x2019;) were excluded from further analysis, as these were unlikely to be locally acquired. Thus, the four groups were: #1 Uninfected &#x2018;Controls&#x2019;, #2 Uninfected &#x2018;Anaemic&#x2019; controls, #3 &#x2018;Resolved&#x2019; (those who were positive at t<sub>1</sub> and negative by t<sub>2</sub>) and #4 &#x2018;Chronic&#x2019; (those who maintained infections throughout both study time points).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-780525-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<title>
<italic>P. falciparum</italic> Diagnostic PCR</title>
<p>
<italic>P. falciparum</italic> diagnostic PCR was performed in two stages. For screening (t<sub>1</sub>), PCR for 18S ribosomal RNA was performed as described previously (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). For definitive diagnosis in the final cohort of children seen at both t<sub>1</sub> and t<sub>2</sub>, qPCR against the <italic>var</italic> gene acidic terminal sequence (<italic>var</italic>ATS) of <italic>P. falciparum</italic> was performed as described previously (<xref ref-type="bibr" rid="B15">15</xref>). Briefly, DNA from dried blood spots was extracted using the QIAamp 96 DNA QIAcube HT Kit (Qiagen). For <italic>var</italic>ATS qPCR, samples were run in duplicate against a universal standard [NIBSC code 04/176 (<xref ref-type="bibr" rid="B16">16</xref>)]. Samples were deemed positive for <italic>P. falciparum</italic> DNA if both replicates were detectable at Ct&lt;40 cycles. Discrepant samples (where only 1 of the 2 replicates were detected at Ct&lt;40) were run again in duplicate; only samples which were positive in both replicates on the same plate were deemed infected. Reaction parameters for both 18S and <italic>var</italic>ATS qPCR are described in the supplemental methods.</p>
</sec>
<sec id="s2_3">
<title>Blood Sample Preparation</title>
<p>In the follow up survey (t<sub>2</sub>), approx. 10 mL venous blood was collected into EDTA vacutainers (BD). Complete blood counts were performed using an automated haematology analyser (M series, Medonic). The remaining whole blood was layered onto Ficoll (Histopaque<sup>&#xae;</sup>-1077; Hypaque) and centrifuged at 500 x <italic>g</italic> for 30 minutes (brake off). Plasma was removed and stored at -80&#xb0;C. Cell pellets were cryopreserved in liquid nitrogen for future studies.</p>
</sec>
<sec id="s2_4">
<title>Plasma Analysis</title>
<p>Enzyme-linked immunosorbent assays (ELISAs) were conducted according to manufacturers&#x2019; instructions to measure plasma concentrations of haemopexin (OKIA00066, Aviva Systems Biology) and erythropoietin (EPO, DY286-05, R&amp;D Systems), at a dilution of 1:40,000 or undiluted, respectively. Colorimetric determination of haem in undiluted plasma samples was conducted according to manufacturers&#x2019; instructions (MAK316-1KT, Sigma-Aldrich). Luminex microbead-based suspension array (LXSAHM, R&amp;D Systems) was used according to manufacturer instructions to detect plasma concentrations of IL-10, CD163, IFN-&#x3b3;, IL-6, TNF-&#x3b1;, CXCL10, G-CSF, C5a, and S100a9 at plasma dilutions of 1:2. Finally, for detection of ferritin, transferrin, C reactive protein (CRP), LPS binding protein (LBP), myeloperoxidase (MPO), and matrix metallopeptidase 9 (MMP-9) by Luminex, plasma was diluted 1:100. Plasma protein concentrations were determined from standard curves after subtraction of background values, calculated using MS Excel. The upper and lower limits of quantification (ULOQ and LLOQ, respectively), and manufacturers&#x2019; codes for each analyte, are reported in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>.</p>
</sec>
<sec id="s2_5">
<title>Data Management and Statistical Analysis</title>
<p>Field data were collected and stored on portable electronic devices using REDcap data management software (<xref ref-type="bibr" rid="B17">17</xref>). Electronic data were then exported to MS Excel for analysis. Comparisons between uninfected children and those with resolved or chronic <italic>P. falciparum</italic> parasitaemia were performed using Kruskal-Wallis/Dunn&#x2019;s test with a Bonferroni adjustment for multiple testing. Correlations were assessed using Pearson&#x2019;s correlation coefficient. The null hypothesis of zero correlation was tested using a Wald test for sample sizes &gt;20 and a permutation test for sample sizes &#x2264;20. To mitigate against the impact of potential outliers, the ROUT outlier test was applied to individual data points of concern. Percentages were compared using the chi-square test. All statistical analyses were performed using GraphPad Prism (v.9.1.0) or in R Studio (v4.0.4). A <italic>p</italic> value of &lt;0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Cohort Characteristics</title>
<p>Of the 1650 healthy, afebrile children recruited at t<sub>1</sub>, 920 were screened by 18S PCR and 67 were positive (&#x201c;infected&#x201d;). Of the remaining 730 children, who were not screened by 18S PCR at t<sub>1</sub>, 70 had an Hb concentration &lt;11g/dL (&#x201c;anaemic&#x201d;) <bold>(</bold>
<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>
<bold>)</bold>. As far as possible, these children were age (+/-1 year), sex and village matched to children who were either qPCR negative or who had a Hb &#x2265;11 g/dL, respectively. This generated a cohort of 333 children who were recalled at t<sub>2</sub>, of whom 259 attended for examination. Children whose height declined by &gt;5 cm together with a weight decline of &gt;15% (<italic>n</italic> = 14), or whose height increased by &gt;10cm together with a weight increase of &gt;20% (<italic>n</italic> = 12), or for whom reliable data on height and weight were not available (<italic>n</italic> = 7), could not be confirmed as being the same child and were excluded from further study (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>).</p>
<p>Of the 226 children seen at t<sub>1</sub> and t<sub>2</sub>, the status of 5 children who were qPCR negative at t<sub>1</sub> but qPCR positive at t<sub>2</sub> was deemed uncertain and they were omitted from the analysis, particularly as these may have represented new infections acquired during travel beyond the local area (as transmission is highly seasonal). Furthermore, 8 children who were microscopy positive at t<sub>1</sub> but negative by both qPCR and RDT, and 4 children for whom Hb concentration was not available at t<sub>1</sub>, were also omitted (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S4</bold>
</xref>) leaving a final t<sub>2</sub> cohort of 209 children (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Of these 209 children, 13 were <italic>var</italic>ATS qPCR positive for <italic>P. falciparum</italic> at t<sub>1</sub> and t<sub>2</sub> (deemed &#x201c;chronically infected&#x201d;) and 44 were positive at t<sub>1</sub> but negative at t<sub>2</sub> (deemed &#x201c;resolved&#x201d; infections). Of the 152 uninfected children, 77 had an [Hb &#x2264;11.5 g/dL, defined as anaemia in children (<xref ref-type="bibr" rid="B18">18</xref>)] at t<sub>1</sub> and were deemed &#x201c;anaemic&#x201d;, leaving 75 who were neither infected nor anaemic (healthy controls).</p>
<p>
<italic>P. falciparum</italic> infections (both chronic and resolved) were more prevalent in the central and western part of the study area than in the eastern part (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, the overall rate of subclinical parasitaemia at t<sub>1</sub> (~9%) was lower than the ~14% anticipated from previous surveys (<xref ref-type="bibr" rid="B19">19</xref>), and a high proportion of infections (77%) resolved in the approximately 2 months between t<sub>1</sub> and t<sub>2</sub>, leaving the study underpowered for some analyses of persistent infections.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Parasitaemia and anaemia in uninfected children and children with resolved or persistent <italic>P. falciparum</italic> infections in the Upper River Division of The Gambia. In total, 209 age, sex, and village-matched children were followed over the dry season from initial recruitment in the baseline survey (t<sub>1</sub>) to follow up (t<sub>2</sub>) and grouped based on presence of <italic>P. falciparum</italic> DNA by varATS qPCR at both time-points. &#x2018;Chronic&#x2019; children were qPCR positive at both t<sub>1</sub> and t<sub>2</sub> (<italic>n</italic>=13, 6%), &#x2018;resolved&#x2019; (<italic>n</italic>=44, 21%) were PCR positive at t<sub>1</sub> and negative at t<sub>2</sub>, and the remaining (<italic>n</italic>=156, 73%) children were &#x2018;Uninfected&#x2019;. The uninfected children were defined as anaemic or not based on Hb concentration at t<sub>1</sub> (Hb &#x2264; 11.5g/dL, <italic>n</italic>=77). Of those who were qPCR positive at t<sub>1</sub> (<italic>n</italic>=57), 77% resolved their infection by t<sub>2</sub>. <bold>(A)</bold> Parasite burden, determined by varATS qPCR, in parasites/&#x3bc;L. Mann Whitney test used for comparison between Resolved (t<sub>1</sub>) and Chronic (t<sub>1</sub>), hatched boxes. Wilcoxon matched-pairs signed rank test used for comparison between Chronic (t<sub>1</sub>) and Chronic (t<sub>2</sub>), with <italic>p</italic>-values shown. <bold>(B)</bold> Haemoglobin (Hb g/dL) by hemocue at baseline (t<sub>1</sub>) and recall (t<sub>2</sub>). <bold>(C)</bold> The study participants came from 21 villages (numbered, see <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S6</bold>
</xref>). The proportions of children in each group in each village are represented by pie charts. Where only very small numbers of children from a village were tested, villages have been clustered for analysis, with a breakdown per village/cluster reported in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S6</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-780525-g002.tif"/>
</fig>
<p>The median recall time (i.e., time between t<sub>1</sub> and t<sub>2</sub>) was 64 days (IQR 62-66) and did not differ significantly among the groups. There were no significant differences between the groups in age or sex although uninfected, anaemic children were shorter and weighed less than non-anaemic controls (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Parasitaemia at t<sub>1</sub> was significantly higher among children whose infections persisted at t<sub>2</sub> than among children whose infections had resolved at t<sub>2</sub> (median 74 parasites/&#xb5;L vs. 2 parasites/&#xb5;L; <italic>p</italic> = 0.003). Among children with persistent chronic infections, median parasitaemia did not differ significantly between t<sub>1</sub> and t<sub>2</sub> (74 parasites/&#xb5;L and 120 parasites/&#xb5;L, respectively; <italic>p</italic> = 0.59) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Haemoglobin concentrations did not differ significantly between t<sub>1</sub> and t<sub>2</sub> for either healthy controls or persistently infected children, but haemoglobin concentrations increased significantly between t<sub>1</sub> and t<sub>2</sub> among uninfected anaemic children whilst remaining significantly lower than among healthy controls (median = 11.7 g/dL (IQR 11-12.3) vs. 12.2 g/dL (11.5-12.7), respectively; <italic>p</italic> &lt; 0.0001) and than among those whose infections resolved (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Mean haemoglobin concentrations of persistently infected children were at the bottom of the normal range at t<sub>1</sub> and t<sub>2</sub> but small numbers precluded the drawing of any substantial conclusions.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Demographics of the study population.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Characteristic</th>
<th valign="top" align="center">#1 &#x2018;Control&#x2019;(<italic>n</italic>=75)</th>
<th valign="top" align="center">#2 &#x2018;Anaemic&#x2019;(<italic>n</italic>=77)</th>
<th valign="top" align="center">#3 &#x2018;Resolved&#x2019;(<italic>n</italic>=44)</th>
<th valign="top" align="center">#4 &#x2018;Chronic&#x2019;(<italic>n</italic>=13)</th>
<th valign="top" align="center">
<italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years)</td>
<td valign="top" align="center">11 (9-12)</td>
<td valign="top" align="center">10 (9-12)</td>
<td valign="top" align="center">11 (10-12)</td>
<td valign="top" align="center">11 (10-12)</td>
<td valign="top" align="center">0.14</td>
</tr>
<tr>
<td valign="top" align="left">Sex (# Female, %)</td>
<td valign="top" align="center">35 (47%)</td>
<td valign="top" align="center">28 (36%)</td>
<td valign="top" align="center">12 (27%)</td>
<td valign="top" align="center">6 46%)</td>
<td valign="top" align="center">0.18</td>
</tr>
<tr>
<td valign="top" align="left">Time between baseline and follow up (days)</td>
<td valign="top" align="center">64 (61-67)</td>
<td valign="top" align="center">64 (63-67)</td>
<td valign="top" align="center">63 (62-64)</td>
<td valign="top" align="center">64 (57-79)</td>
<td valign="top" align="center">0.35</td>
</tr>
<tr>
<td valign="top" align="left">Weight at follow up (kg)</td>
<td valign="top" align="center">31 (27-38)</td>
<td valign="top" align="center">28 (25-31)</td>
<td valign="top" align="center">29 (24-35)</td>
<td valign="top" align="center">31 (25-36)</td>
<td valign="top" align="center">0.04<sup>&#x2021;</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Height at follow up (m)</td>
<td valign="top" align="center">1.4 (1.3-1.5)</td>
<td valign="top" align="center">1.4 (1.3-1.4)</td>
<td valign="top" align="center">1.4 (1.3-1.4)</td>
<td valign="top" align="center">1.4 (1.4-1.5)</td>
<td valign="top" align="center">0.04<sup>&#x2021;</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Temperature at follow up (&#xb0;C)</td>
<td valign="top" align="center">36.9 (36.4-37.1)</td>
<td valign="top" align="center">36.6 (36.2-37)</td>
<td valign="top" align="center">36.8 (36.5-37)</td>
<td valign="top" align="center">36.8 (36.5-37.1)</td>
<td valign="top" align="center">0.26</td>
</tr>
<tr>
<td valign="top" align="left">% change in weight</td>
<td valign="top" align="center">3 (0-5)</td>
<td valign="top" align="center">2 (-1-4)</td>
<td valign="top" align="center">1 (-1-3)</td>
<td valign="top" align="center">2 (-2-5)</td>
<td valign="top" align="center">0.08</td>
</tr>
<tr>
<td valign="top" align="left">change in height (cm)</td>
<td valign="top" align="center">1 (1-2)</td>
<td valign="top" align="center">2 (1-3)</td>
<td valign="top" align="center">1.5 (1-2)</td>
<td valign="top" align="center">2 (0-4)</td>
<td valign="top" align="center">0.006</td>
</tr>
<tr>
<td valign="top" align="left">Parasitaemia at baseline (parasites/&#xb5;L)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">2 (1-7)</td>
<td valign="top" align="center">74 (6-228)</td>
<td valign="top" align="center">0.003<sup>&#x2020;</sup>
</td>
</tr>
<tr>
<td valign="top" align="left">Parasitaemia at follow up (parasites/&#xb5;L)</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">120 (23-358)</td>
<td valign="top" align="center">&#x2013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Median values with interquartile range (IQR, Q1 and Q3) in brackets, unless otherwise noted for sex values. p values between groups calculated using a Kruskal-Wallis rank sum test, <sup>&#x2020;</sup> or Mann-Whitney test baseline parasitaemia. <sup>&#x2021;</sup>Between uninfected controls (group #1) and uninfected anaemic children (group #2), after Dunn&#x2019;s multiple comparisons test, p = 0.02 for weight and p = 0.05 for height.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Haematology</title>
<p>The prevalence of moderate anaemia [Hb between 8 and 11.5 g/dL (<xref ref-type="bibr" rid="B18">18</xref>)] was similar among uninfected children (12%) and children with resolved infections (11%, <italic>p</italic> = 0.73), and similar to that in children with chronic infections (31%, <italic>p</italic> = 0.11) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Severe anaemia (Hb &#x2264; 8 g/dL) was observed only among uninfected children, although this may be a chance finding given the much larger number of children in this group. Somewhat surprisingly, haematocrit (packed cell volume; PCV) and red blood cell (RBC) counts were significantly higher [and above the normal paediatric range (<xref ref-type="bibr" rid="B20">20</xref>)] among children with recently resolved malaria infections when compared with children with no evidence of recent infection, suggesting a rapid rebound in erythropoiesis once their malaria infections resolved. Although PCV and RBC counts did not differ significantly between children with persistent infections and the other groups of children, the power of these comparisons is limited by the small number of chronically infected children.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Haematological parameters in uninfected children and children with resolved or persistent <italic>P. falciparum</italic> infections. <bold>(A)</bold> Prevalence of anaemia at t<sub>2</sub>, as defined by WHO (<xref ref-type="bibr" rid="B18">18</xref>), for each study group and p-value from a chi-square test comparing with the uninfected group (&#x3c7;<sup>2</sup>). <bold>(B&#x2013;F)</bold> Complete blood counts were performed on venous blood from t<sub>2</sub> for erythrocyte parameters; <bold>(B)</bold> total red blood cell (RBC) number (#), <bold>(C)</bold> packed cell volume (PCV) or haematocrit (%), <bold>(D)</bold> red cell distribution width (RDW, %), <bold>(E)</bold> mean cell volume (MCV, fL), and <bold>(F)</bold> mean cell haemoglobin (MCH, pg). Grey shaded areas represent normal paediatric reference ranges (<xref ref-type="bibr" rid="B20">20</xref>). Data shown as box plots with min/max whiskers where dots represent each participant. Significant <italic>p</italic> values shown, calculated using a Kruskal-Wallis rank sum test followed by a <italic>post-hoc</italic> Dunn&#x2019;s test with Bonferroni adjustment for multiple comparisons. Group IDs: #1 &#x2018;Controls&#x2019;, #2 &#x2018;Anaemic&#x2019;, #3 &#x2018;Resolved&#x2019;, and #4 &#x2018;Chronic&#x2019;.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-780525-g003.tif"/>
</fig>
<p>Interestingly, haematological indicators of uninfected children who were anaemic at t<sub>1</sub> improved somewhat by t<sub>2</sub> with median Hb being significantly higher (p &lt; 0.001) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>) and median RBC count being within the normal range (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Nevertheless, the uninfected anaemic group showed evidence of persisting in red cell abnormalities, with significantly increased red cell width, reduced PCV, reduced mean cell volume and reduced mean cell haemoglobin concentration when compared to healthy non-anaemic controls (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3C&#x2013;F</bold>
</xref>).</p>
<p>To further explore haematological responses to subclinical malaria infections, plasma concentrations of haem, haemopexin, HO-1 and soluble CD163 (the high affinity scavenger for haptoglobin-haemoglobin complexes), all of which are markers of haemolysis (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A&#x2013;D</bold>
</xref>) and of erythropoietin (EPO), ferritin, transferrin (markers of iron status and mobilisation) (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4E&#x2013;G</bold>
</xref>) were measured at t<sub>2</sub>. In contrast to previous observations (<xref ref-type="bibr" rid="B8">8</xref>), the only evidence of ongoing hemolysis in the persistently infected children was a raised median concentration of CD163 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>) and their iron status markers were within the normal range. Children with recently resolved malaria infections had HO-1 concentrations that were somewhat lower than the other children (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>) and median EPO concentrations that were significantly lower when compared to all other groups (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4E</bold>
</xref>). Meanwhile, uninfected, anaemic children had significantly lower ferritin concentrations and significantly higher transferrin concentrations when compared to healthy uninfected children (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4F, G</bold>
</xref>
<bold>)</bold> suggesting that their anaemia may be due, in part, to iron insufficiency.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Markers of erythropoiesis in uninfected children and children with resolved or persistent <italic>P. falciparum</italic> infections. Concentrations of soluble proteins in plasma for <bold>(A)</bold> Haem, <bold>(B)</bold> Haemopexin (HPX), <bold>(C)</bold> haemoxygenase-1 (HO-1), <bold>(D)</bold> soluble CD163, <bold>(E)</bold> erythropoietin (EPO), <bold>(F)</bold> Ferritin (iron load), and <bold>(G)</bold> Transferrin (ferric-ion delivery). Data shown as box plots with min/max whiskers where dots represent each participant. Significant <italic>p</italic> values shown, calculated using a Kruskal-Wallis rank sum test followed by a <italic>post-hoc</italic> Dunn&#x2019;s test with Bonferroni adjustment for multiple comparisons. Group IDs: #1 &#x2018;Controls&#x2019;, #2 &#x2018;Anaemic&#x2019;, #3 &#x2018;Resolved&#x2019;, and #4 &#x2018;Chronic&#x2019;.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-780525-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Immunological and Inflammatory Responses</title>
<p>Overall, leucocyte counts fell within the normal paediatric range for the majority of children at t<sub>2</sub> (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) with the only exception being that the median total leucocyte count of children with recently resolved malaria infections (4.8 x10<sup>6</sup>/&#xb5;L; IQR 4-6.3) was slightly below the normal range of 5-14.5 x10<sup>6</sup>/&#xb5;L (<xref ref-type="bibr" rid="B20">20</xref>). Children with recently resolved malaria infections also had significantly lower total white blood cell counts and lower granulocyte, monocyte and lymphocyte counts than the uninfected, anaemic group (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). However, median leucocyte proportions concentrations did not differ significantly among the groups and were within the normal range (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Leucocyte numbers and proportions in uninfected children and children with resolved or persistent <italic>P. falciparum</italic> infections. Complete blood counts were performed on venous blood for <bold>(A)</bold> total white blood cell (WBC) numbers (#). Subpopulations of lymphocyte, granulocyte and monocytes enumerated and shown as total number <bold>(B)</bold> or percentage <bold>(C)</bold>. Grey shadow boxes represent normal paediatric reference ranges (<xref ref-type="bibr" rid="B20">20</xref>). Data shown as box plots with min/max whiskers where dots represent each participant. Significant <italic>p</italic> values shown, calculated using a Kruskal-Wallis rank sum test followed by a <italic>post-hoc</italic> Dunn&#x2019;s test with Bonferroni adjustment for multiple comparisons. Group IDs: #1 &#x2018;Controls&#x2019;, #2 &#x2018;Anaemic&#x2019;, #3 &#x2018;Resolved&#x2019;, and #4 &#x2018;Chronic&#x2019;.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-780525-g005.tif"/>
</fig>
<p>Systemic inflammation is a feature of symptomatic malaria infections (<xref ref-type="bibr" rid="B21">21</xref>); acquired immunity is associated with the ability to modulate this inflammation (<xref ref-type="bibr" rid="B21">21</xref>) such that raised concentrations of circulating anti-inflammatory cytokines &#x2013; especially IL-10 &#x2013; may be the only sign of ongoing immune disturbance (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). However, systemic inflammation has also been observed in subclinical, asymptomatic infections (<xref ref-type="bibr" rid="B24">24</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>). We therefore measured plasma concentrations of a range of cytokines and inflammatory markers including IFN-&#x3b3;, LPS binding protein (LBP), IL-6, TNF-&#x3b1;, and IL-10 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Inflammatory cytokines in uninfected children and children with resolved or persistent <italic>P. falciparum</italic> infections. Concentrations of soluble proteins in plasma measured by Luminex multiplex bead-based assay (Invitrogen) for <bold>(A)</bold> IFN&#x3b3;, and <bold>(B)</bold> LPS binding protein (LBP), <bold>(C)</bold> IL-6, <bold>(D)</bold> TNF&#x3b1;, and <bold>(E)</bold> IL-10. As a reference point (grey box), protein concentrations for 12 Gambian children with acute, clinical malaria (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>) are shown (with patient demographics in <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>). Dotted lines represent the &#x2018;lower limit of quantification&#x2019; (LLOQ, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>). Data shown as box plots with min/max whiskers where dots represent each participant. Significant <italic>p</italic> values shown, calculated using a Kruskal-Wallis rank sum test followed by a <italic>post-hoc</italic> Dunn&#x2019;s test with Bonferroni adjustment for multiple comparisons. <bold>(F)</bold> Given the increase in IL-10 observed in children with chronic malaria parasite infection, correlation analysis of current (t<sub>2</sub>) parasite infection with plasma IL-10 was performed. Pearson&#x2019;s correlation (r) shown with fitted regression line and <italic>p</italic> value from a permutation test. Group IDs: #1 &#x2018;controls&#x2019;, #2 &#x2018;anaemic&#x2019;, #3 &#x2018;resolved&#x2019;, #4 &#x2018;chronic&#x2019;, &amp; #5 &#x2018;clinical malaria&#x2019;.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-780525-g006.tif"/>
</fig>
<p>Concentrations of pro-inflammatory markers did not differ significantly between persistently infected and uninfected children (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A&#x2013;D</bold>
</xref>) and were noticeably lower than in a historical cohort of children with acute, symptomatic malaria infection (Group 5). However, when compared to uninfected children, children with recently resolved malaria infections had modestly but significantly higher concentrations of IFN-&#x3b3; and LBP (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A, B</bold>
</xref>
<bold>)</bold> and their concentrations of IL-6 and TNF&#x3b1; were significantly higher than among uninfected anaemic children (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6C, D</bold>
</xref>
<bold>)</bold>. No significant differences were observed between any of the groups in concentrations of CRP, C5a, S100a9, MPO, CXCL10, G-CSF or MMP-9 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1</bold>
</xref>). By contrast, IL-10 concentrations were modestly raised (albeit at much lower levels than in acutely infected symptomatic children) among the persistently infected children (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6E</bold>
</xref>). Moreover, in these chronically infected children, IL-10 concentrations were highly correlated with parasite density (r&#xa0;= 0.87, <italic>p</italic> = 0.005) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6F</bold>
</xref>).</p>
<p>It was noticeable, however, that concentrations of pro-inflammatory markers varied considerably within the groups, including in apparently uninfected children. Indeed, concentrations of inflammatory proteins in some children in every group were as high as, or higher than, those of acutely malaria-infected children (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S7</bold>
</xref>). For example, 22% of children without any evidence of malaria infection had C-reactive protein (CRP) concentrations above the normal threshold of 1mg/L (<xref ref-type="bibr" rid="B20">20</xref>) with values up to 3.9 mg/L (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S2</bold>
</xref>). Although these CRP concentrations are lower than those seen in children with acute clinical malaria (median 7.1, IQR 5.5 - 8.0), they may be indicative of a low level inflammatory state. Together, these data suggest that many apparently healthy Gambian children may be living with persistent, low-grade inflammation that may be indicative of cryptic infection (with malaria, or other co-endemic pathogens).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>After decades of control activities, the Upper River Region of The Gambia is now classified as an area of low, seasonal malaria transmission with significant spatial heterogeneity and year-to-year variation (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). Malaria control activities have been focused on traditional &#x2018;at risk&#x2019; groups (children under 5 and women of childbearing age) and this seems to have led in recent years to a shift in the burden of malaria parasite infection to somewhat older children (<xref ref-type="bibr" rid="B29">29</xref>). These infections are frequently very low density (detected by PCR or by rapid diagnostic tests for malaria antigens in individuals who are parasite negative by microscopy) and tend to be subclinical. Such infections are, however, associated with increased likelihood of anaemia (<xref ref-type="bibr" rid="B29">29</xref>) and risk of invasive bacterial disease (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B30">30</xref>).</p>
<p>In studies in mice, malaria-induced haemolysis and induction of HO-1 lead to neutrophil dysfunction and increased susceptibility to invasive non-Typhoidal <italic>Salmonella</italic> (iNTS) infections (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B31">31</xref>). Similarly, in children with acute (symptomatic) malaria infections, prolonged neutrophil dysfunction is associated with haemolysis and HO-1 induction (<xref ref-type="bibr" rid="B9">9</xref>). Importantly, in a pilot study in Burkinab&#xe9; children, we found evidence that subclinical <italic>P. falciparum</italic> infections also induce ongoing haemolysis, with raised concentrations of plasma haem and HO-1 (<xref ref-type="bibr" rid="B8">8</xref>). Furthermore, in a study of adult sepsis patients in the UK, upregulation of both HO-1 and IL-10 were strongly associated with disease severity, and IL-10 concentration was predictive of HO-1 concentration (<xref ref-type="bibr" rid="B32">32</xref>). Given that subclinical malaria can cause haemolysis (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B33">33</xref>), that haemolysis induces HO-1 (<xref ref-type="bibr" rid="B34">34</xref>), and that HO-1 negatively affects neutrophil function (<xref ref-type="bibr" rid="B10">10</xref>) and mediates many of the anti-inflammatory effects of IL-10 (<xref ref-type="bibr" rid="B35">35</xref>), this present study was designed to further investigate the haematological and immunological impacts of subclinical malaria parasite infections and their resolution.</p>
<p>Parasite prevalence at the end of the annual rainy season (t<sub>1</sub>) in this cohort was approx. 9%, somewhat lower than in recent surveys in the same area at the same time of year where prevalence ranged from 13-31% (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>, <xref ref-type="bibr" rid="B36">36</xref>). In addition, the proportion of the infections persisting for two months during the subsequent dry (non-transmission) season (23%) was lower than predicted from our previous pilot study in Burkina Faso (95% persistent for 35 days) (<xref ref-type="bibr" rid="B8">8</xref>) leaving the study underpowered for some of the subsequent analyses.</p>
<p>Among children with persistent infections, parasite density did not change significantly over the two months of follow up. This is consistent with data from Burkina Faso (<xref ref-type="bibr" rid="B8">8</xref>), as are our findings that the prevalence of mild to moderate anaemia did not differ between children with persistent subclinical infections and uninfected control children, and that persistently infected children had raised levels of circulating IL-10. Prah et&#xa0;al. also found no significant differences in haemoglobin concentrations between uninfected children and those with asymptomatic infections in Ghana (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>However, in contrast to our previous study (<xref ref-type="bibr" rid="B8">8</xref>), the only obvious abnormalities in markers of haemolysis, iron handling and inflammation in the persistently infected group were modestly, but significantly, higher concentrations of CD163 and IL-10. CD163 is the high affinity scavenger receptor for the haemoglobin-haptoglobin complexes and is shed into plasma by activated monocytes (<xref ref-type="bibr" rid="B38">38</xref>). CD163 is one of a suite of proteins in the haemoglobin degradation and iron recycling pathways, including HO-1 (<xref ref-type="bibr" rid="B35">35</xref>), and its expression is upregulated by IL-10 (<xref ref-type="bibr" rid="B39">39</xref>). The modest increase in CD163, together with the modestly raised IL-10 concentrations, suggests that IL-10, rather than ongoing haemolysis, may be the regulator of CD163 in this cohort of persistently infected children. However, the impact of persistent malaria infection on monocyte activation status, inducing membrane bound CD163 and iron recycling, has yet to be fully characterised.</p>
<p>Whilst the lack of marked haematological or immunological disturbances in this cohort of persistently infected children might be interpreted as evidence that subclinical infections are of little physiological consequence, this could be misleading. Firstly, our group of persistently infected children was small and variances within the group were large, providing limited statistical power to detect significant differences. Secondly, parasite densities in the chronically infected children in this study were substantially lower than were seen in Burkina Faso (<xref ref-type="bibr" rid="B8">8</xref>). Lastly, the group of supposedly uninfected children was also highly heterogeneous with some children having levels of markers of haemolysis and inflammation that were well outside the reported healthy ranges, indicating that apparently healthy, parasite-free children in malaria endemic areas have ongoing, low-level haemolysis and inflammation.</p>
<p>It is difficult to completely exclude the possibility of current or very recent malaria infection in children living in endemic areas. The presence of PCR detectable parasites may vary from day to day over weeks or months of follow up in individual children (<xref ref-type="bibr" rid="B40">40</xref>, <xref ref-type="bibr" rid="B41">41</xref>). Children can maintain the same (genetically identical) parasite infection for many months with parasites only being intermittently detectable by microscopy and PCR (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>) and the density of subclinical infections can vary through time with windows of undetectable parasitaemia (<xref ref-type="bibr" rid="B41">41</xref>). Moreover, a recent study has revealed a hidden biomass of parasites in the spleens of patients undergoing splenectomy, including some patients in whom no circulating parasites could be detected (<xref ref-type="bibr" rid="B43">43</xref>). This raises the distinct possibility that our so-called &#x201c;uninfected&#x201d; group may actually include children with ongoing infections (malaria or other) and are thus not an entirely appropriate comparator group. Moreover, parasite derived haemozoin (Hz) is potently pro-inflammatory and can persist in tissues long after clearance of malaria infections (<xref ref-type="bibr" rid="B44">44</xref>) such that immune homeostasis may only be restored weeks or months after infections are resolved. These limitations may also explain inconsistencies in findings among other recent studies of asymptomatic or subclinical malaria infections (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B26">26</xref>). In future, repeated, more frequent sampling, including antigen detection for recent infection, and/or curative drug treatment to remove any cryptic parasites, will be required to ensure children are genuinely free of malaria parasite infection.</p>
<p>The high proportion of subclinical infections that appeared to spontaneously resolve over the 8 weeks of follow up did, however, give us an opportunity to explore the haematological and immunological consequences of recent infection. Compared with uninfected &#x2018;control&#x2019; children, those with &#x2018;resolved&#x2019; infections demonstrated mild erythrocytosis, generalised leucopenia and mild but statistically significant systemic inflammation (raised IFN-&#x3b3; and LBP). Taken together, these observations suggest that clearance of subclinical infections is a mildly inflammatory process &#x2013; likely dependent upon phagocytosis and degradation of parasitised and uninfected erythrocytes by splenic macrophages (<xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B46">46</xref>). Of note, higher LBP concentrations in children with resolved infections may be an indicator of increased intestinal permeability (<xref ref-type="bibr" rid="B47">47</xref>) raising the possibility that intestinal damage - due to sequestered parasitised erythrocytes or as a consequence of systemic inflammation - may also underlie the increased susceptibility to invasive bacterial disease in children recovering from malaria infection (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B31">31</xref>).</p>
<p>Parasite clearance in children with resolving infections may lead to a period of homeostatic erythrocytosis, with a &#x2018;bounce back&#x2019; in haematological parameters. In individuals with symptomatic malaria, curative chemotherapy leads to a reversal of bone marrow suppression and accompanying erythrocytosis within 1-2 weeks (<xref ref-type="bibr" rid="B48">48</xref>). Importantly, iron handling markers in children with resolving infections did not differ significantly from healthy uninfected controls suggesting that iron availability is not a limiting factor in restoring red cell homeostasis after clearance of asymptomatic malaria infections. This contrasts with our observations of persisting red cell abnormalities in anaemic children without detectable malaria infections, which likely has a different underlying aetiology.</p>
<p>In summary, persisting malaria infections were infrequent in this cohort of Gambian children and the numbers of children with persistent infection were too small for meaningful conclusions to be drawn. However, this study does reveal &#x2013; for the first time &#x2013; that resolution of very low density, subclinical <italic>P. falciparum</italic> infection is associated with rapid &#x201c;bounce back&#x201d; restoration of red cell homeostasis as well as mild systemic inflammation. The very high levels of LBP observed in some of the study children (whether currently infected with malaria or not) do raise concerns that underlying intestinal inflammation may predispose them to invasive enteric infections. However, the clinical impacts of our observations are difficult to ascertain as subclinical malaria infections are not routinely treated and, in areas of low to moderate malaria transmission, even partially-immune children may oscillate between infected and uninfected status throughout the year. Studies are underway to determine the impact of persistent and resolving infections on neutrophil function and, by extension, susceptibility to coinfections. However, longitudinal studies of malaria infection and secondary bacterial infection in areas of moderate to high endemicity are needed to inform the ongoing debate regarding the risks and benefits of treating subclinical infections (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B49">49</xref>).</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics Statement</title>
<p>The study was approved by The Medical Research Council Gambia (MRCG) Scientific Coordinating Committee and by the Gambia Government/MRCG Joint Ethics Committee (reference 1545). Prior to enrolment, verbal assent was obtained from study participants and verbal or written consent was obtained from their parent or guardian. Written informed consent to participate in this study was provided by the participants&#x2019; legal guardian/next of kin.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author Contributions</title>
<p>Study concept and design: JM, UD&#x2019;A, CB, and ER. Data generation: JM, SD, MJ, HB, MK, LG, MN, and AC. Data analysis: JM, SD, CB, and ER. Statistical review: JM and CB. Drafting and revision of manuscript: JM, SD, CB, and ER. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was funded by the UK Medical Research Council (MRC) (ER; MR/P000959/2) and the Wellcome Trust (ER; 204804/Z/16/Z).</p>
</sec>
<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>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We thank all the participants and research teams who contributed to this study &#x2013; particularly those at MRCG@LSTHM including; Dr. Davis Nwakanma, Dr. Muna Affara, Dr. Jane Achan, Dr. Bakary Conteh, Matarr Ndow, Fanding Barrow, Ebrima Jawara, Sainey Manka, Ebrima Ndure, Kaddijatou Wally, and Jodi Achampon. We also thank the Gambian Government, the Basse Regional Health Teams and the facility support staff &#x2013; particularly within the molecular diagnostic unit. We also thank the administrative and infrastructure support provided by both the MRCG@LSTHM and The Roslin Institute. Further, we would like to thank Linda Ferguson and Pam Brown at The Shared University Research Facilities at the University of Edinburgh BioQuarter for assistance with the Luminex. Finally, we would also like to thank Dr. Carla Cerami (MRCG@LSHTM), Dr. Joanne Thompson (University of Edinburgh) and Dr. Wiebke Nahrendorf (University of Edinburgh) for advice and comments on this manuscript.</p>
</ack>
<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/fimmu.2022.780525/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2022.780525/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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