<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cell. Infect. Microbiol.</journal-id>
<journal-title>Frontiers in Cellular and Infection Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cell. Infect. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">2235-2988</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcimb.2024.1484291</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Cellular and Infection Microbiology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Chemokine profile in the serum of patients with leptospirosis</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Mariano</surname>
<given-names>Iago H. de Miranda</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Blanco</surname>
<given-names>Roberta M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2844827"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>de Souza</surname>
<given-names>Camila Eulalio</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>de Freitas</surname>
<given-names>Geovanna Silva</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ho</surname>
<given-names>Paulo Lee</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Martins</surname>
<given-names>Elizabeth A. L.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Romero</surname>
<given-names>Eliete C.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>da Silva</surname>
<given-names>Josefa B.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1807298"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laboratory of Bacteriology, Butantan Institute</institution>, <addr-line>Sao Paulo</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Biosciences Department, Rice University</institution>, <addr-line>Houston, TX</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Laboratory of Bacteriology, Adolfo Lutz Institute</institution>, <addr-line>Sao Paulo</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Bioindustrial Division, Butantan Institute</institution>, <addr-line>S&#xe3;o Paulo</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Laboratory of Recombinant Biological, Butantan Institute</institution>, <addr-line>S&#xe3;o Paulo</addr-line>, <country>Brazil</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Vinay Kumar, The Pennsylvania State University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Hina Sultana, University of North Carolina System, United States</p>
<p>Dharmendra Bhatt, National Institutes of Health (NIH), United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Josefa B. da Silva, <email xlink:href="mailto:josefa.silva@butantan.gov.br">josefa.silva@butantan.gov.br</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;ORCID: Josefa B. da Silva, <uri xlink:href="https://orcid.org/0000-0003-3884-7111">orcid.org/0000-0003-3884-7111</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>10</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>14</volume>
<elocation-id>1484291</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>08</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>10</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Mariano, Blanco, de Souza, de Freitas, Ho, Martins, Romero and da Silva</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Mariano, Blanco, de Souza, de Freitas, Ho, Martins, Romero and da Silva</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Leptospirosis is a global zoonosis that affects more than one million people per year, with a lethality rate of approximately 15%. Chemokines are crucial in the immune response against <italic>Leptospira</italic>, recruiting leukocytes to the site of infection and regulating immune activity. In previous studies, we have shown that CCL2, CXCL5, and CCL8 are involved in the leptospirosis process, although the mechanisms are not understood. </p>
</sec>
<sec>
<title>Methods</title>
<p>In this study, we present the frequency of <italic>Leptospira</italic> serovars in human samples. We then evaluated the profile of various chemokines in sera from patients diagnosed with leptospirosis, assessing the possible correlation between them. Moreover, we evaluated the changes in the chemokine profile on different days after the first symptoms. The frequency of the <italic>Leptospira</italic> serovars in human samples is presented. </p>
</sec>
<sec>
<title>Results and discussion</title>
<p>The main findings were that CCL5, CXCL5, and CXCL9 are highly expressed during leptospirosis, indicating a special role of these molecules in the immunity and pathogenesis of the disease. The correlation analysis of detected chemokines CXCL11, CXCL9, CCL3, and CCL2 helps to clarify the role of each cytokine in leptospirosis. The possible use of CCL5 as a biomarker for complementary diagnosis of the disease is suggested.</p>
</sec>
</abstract>
<kwd-group>
<kwd>chemokines</kwd>
<kwd>leptospirosis</kwd>
<kwd>diagnosis</kwd>
<kwd>
<italic>Leptospira</italic>
</kwd>
<kwd>Copenhageni serovar</kwd>
<kwd>protein interaction</kwd>
</kwd-group>
<contract-sponsor id="cn001">Funda&#xe7;&#xe3;o Butantan<named-content content-type="fundref-id">10.13039/501100005942</named-content>
</contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="47"/>
<page-count count="9"/>
<word-count count="3033"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Microbes and Innate Immunity</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Leptospirosis is one of the most important zoonotic bacterial diseases. It is highly prevalent in the tropics, reaching over one million cases of infection per year worldwide (<xref ref-type="bibr" rid="B14">Costa et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B32">Rajapakse, 2022</xref>). Because of global climate change, heavy rains and flooding have been associated with several leptospirosis epidemics (<xref ref-type="bibr" rid="B27">Lau et&#xa0;al., 2010</xref>). Symptoms range from asymptomatic to mild febrile to severe acute infection, potentially leading to organ failure and death. Approximately 30% of cases report long-term health consequences (<xref ref-type="bibr" rid="B14">Costa et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B24">Haake and Levett, 2015</xref>).</p>
<p>Wild and domestic animals can be reservoir hosts, with the black rat (<italic>Rattus rattus</italic>) and the brown rat (<italic>Rattus novergicus</italic>) being the primary source of human infections (<xref ref-type="bibr" rid="B7">Bradley and Lockaby, 2023</xref>; <xref ref-type="bibr" rid="B24">Haake and Levett, 2015</xref>). <italic>Leptospira</italic> reproduces in the renal tubules of infected animals and is excreted via urine into the environment, contaminating water and soil; thus, environmental factors and sanitary conditions can favor its transmission, by indirect contact with soil and water or direct contact with infected animals (<xref ref-type="bibr" rid="B4">Bierque et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B8">Browne et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B17">Desvars et&#xa0;al., 2011</xref>).</p>
<p>The innate immune response is the first barrier against bacteria. It involves pattern recognition receptors (PRRs) that interact with pathogen-associated molecular patterns (PAMPs) and activate the expression of specific genes (<xref ref-type="bibr" rid="B9">Cagliero et&#xa0;al., 2018</xref>). Toll-like receptors (TLRs) are PRRs that identify conserved microbial components, such as lipopolysaccharides (LPS). They are essential for the control of <italic>Leptospira.</italic> TLR4 is the most important LPS receptor in mice, while TLR2 is the main human receptor that responds to <italic>Leptospira</italic> LPS (<xref ref-type="bibr" rid="B13">Chassin et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B23">Fraga et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B24">Haake and Levett, 2015</xref>; <xref ref-type="bibr" rid="B45">Werts et&#xa0;al., 2001</xref>). TLRs trigger pro-inflammatory cascades, which activate transcription factors. As a result, cells express pro-inflammatory molecules such as cytokines, prostaglandins (PGs), nitric oxide (NO), and chemokines (<xref ref-type="bibr" rid="B12">Charo et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B25">Kawai and Akira, 2007</xref>; <xref ref-type="bibr" rid="B35">Santecchia et&#xa0;al., 2020</xref>).</p>
<p>Chemokines partake in the immune response against bacterial infections such as pneumonia (<xref ref-type="bibr" rid="B40">Standiford et&#xa0;al., 1996</xref>), tuberculosis (<xref ref-type="bibr" rid="B19">Domingo-Gonzalez et&#xa0;al., 2016</xref>), and leptospirosis (<xref ref-type="bibr" rid="B38">Silva et&#xa0;al., 2019</xref>). They serve as a chemoattractant, recruiting leukocytes to the site of damage/infection (<xref ref-type="bibr" rid="B9">Cagliero et&#xa0;al., 2018</xref>). CCL2 is one example of chemokine from the CC subfamily produced by many cell types, the most important of which are monocytes and macrophages (<xref ref-type="bibr" rid="B3">Bachelerie et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B6">Bose and Cho, 2013</xref>). Cytokines control the migration of monocytes and macrophages to the target tissue, providing local defense and repair of tissue damage (<xref ref-type="bibr" rid="B16">Deshmane et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B43">Uhl&#xe9;n et&#xa0;al., 2015</xref>).</p>
<p>Other chemokines of the CC subfamily have been extensively studied. CCL5 is a potent chemoattractant of lymphocytes and monocytes that acts via CCR1 and CCR5, contributing to the recruitment of T cells and macrophages (<xref ref-type="bibr" rid="B1">Araujo et&#xa0;al., 2018</xref>). It has been associated with cancer, atherosclerosis, inflammatory bowel diseases, and other diseases (<xref ref-type="bibr" rid="B46">Zeng et&#xa0;al., 2022</xref>). Moreover, CCL3 is produced by lymphocytes and fibroblasts, recruiting lymphocytes to sites of infection and CD8+ T cells to lymph nodes (<xref ref-type="bibr" rid="B10">Castellino et&#xa0;al., 2006</xref>). Similarly, CCL28, expressed by epithelial cells in the intestine, lung, and salivary glands, drives the migration of T and B lymphocytes to the mucosa<sup>26</sup>.</p>
<p>The CXC subfamily of chemokines also acts as a chemoattractant for immune cells (<xref ref-type="bibr" rid="B3">Bachelerie et&#xa0;al., 2014</xref>). CXCL5 recruits neutrophils, the most abundant type of leukocyte, to sites of inflammation and contributes to the Th17 lymphocyte response (<xref ref-type="bibr" rid="B18">Disteldorf et&#xa0;al., 2015</xref>). Similarly, CXCL9 mediates lymphocytic infiltration (<xref ref-type="bibr" rid="B42">Tokunaga et&#xa0;al., 2018</xref>), and CXCL11 is correlated with CD8+ T-cell infiltration (<xref ref-type="bibr" rid="B28">Li et&#xa0;al., 2022</xref>).</p>
<p>There are several knowledge gaps regarding the role of chemokines in <italic>Leptospira</italic> infection. Previous findings from our group have shown that CCL2 does not interfere with the phagocytosis of <italic>Leptospira</italic> by spleen cells in either susceptible or resistant mice. However, CCL2 has been shown to have a potential to modulate other chemokines involved in the immune response (<xref ref-type="bibr" rid="B38">Silva et&#xa0;al., 2019</xref>).</p>
<p>Here, we report the chemokine profile found in the serum of leptospirosis patients and the potential for protein&#x2013;protein interactions by STRING analysis. We found that CCL5, CXCL9, and CXCL5 were the most expressed chemokines and are probably overexpressed during infection. These findings corroborate our data showing an increase of chemokines in the spleen and lung of Balb/c (resistant strain) infected with pathogenic <italic>Leptospira</italic> (<xref ref-type="bibr" rid="B20">Domingos et&#xa0;al., 2017</xref>). It seems that these chemokines play a key role in the host defense and their resistance to a more severe <italic>Leptospira</italic> infection.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Material and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Characterization of the serum samples in the study</title>
<p>The evaluation of the chemokine profile in the serum of patients with leptospirosis, in the acute or convalescent phase (total <italic>n</italic> = 103), was carried out with isolated or paired samples. For paired samples, the microscopic agglutination test (MAT) was negative for the first sample. Samples from healthy individuals or patients with other febrile illnesses for whom the MAT results were negative were used as control (<italic>n</italic> = 5). The sera were obtained from the bank of samples stored (&#x2212;80&#x2da;C) at the Adolfo Lutz Institute after MAT was carried out for the routine leptospirosis diagnosis. Usage was approved by the Research Ethics Committee of the Adolfo Lutz Institute and the National Research Ethics Committee (CONEP) of the Brazil&#x2019;s Ministry of Health in accordance with protocol no. 31938820.3.1001.0059.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Microscopic agglutination test</title>
<p>MAT was carried out at the Adolfo Lutz Institute using the standard procedure (<xref ref-type="bibr" rid="B22">Faine, 1999</xref>), with serovars representative of different serogroups known to be prevalent in S&#xe3;o Paulo, Brazil (<xref ref-type="bibr" rid="B5">Blanco and Romero, 2015</xref>): Australis, Autumnalis, Bataviae, Canicola, Castellonis, Copenhageni, Cynopteri, Djasiman, Grippotyphosa, Hardjo, Hebdomadis, Icterohaemorrhagiae, Javanica, Panama, Patoc, Pomona, Pyrogenes, Sejroe, Tarassovi, and Wolfii. The strains were obtained from the National Reference Center for Leptospirosis at Fiocruz-RJ and from Adolfo Lutz Institute-SP, Brazil. The strains were cultured and maintained in liquid media EMJH (Ellinghausen&#x2013;McCullough&#x2013;Jonson&#x2013;Harris) for 7 days at 30&#xb0;C. Titers equal to or greater than 1:200 were considered positive. The probable infecting serogroup was defined as the serogroup with the maximum titer directed against a single serovar. A confirmed case of MAT was defined as seroconversion between samples from the acute phase and the convalescent phase.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Determination of chemokines by ELISA and protein interaction by database analysis</title>
<p>The chemokine profile in the patients&#x2019; serum was determined by ELISA using commercial kits (R&amp;D Systems): CCL2/MCP1, CCL3/MIP-alpha, CCL5/RANTES, CCL28/MEC, CXCL5, CXCL9, CXCL10/IP-10, and CXCL11. Statistically significant chemokine expression variations were analyzed considering functional interaction networks by the STRING database (<ext-link ext-link-type="uri" xlink:href="https://string-db.org">https://string-db.org</ext-link>), which allows a deep analysis on protein interaction based on many parameters, such as genomic neighborhood, functional pathway, experimental evidence, co-expression, and citation among others. Our basic settings were adjusted for full string networks; no more 5.0 interactions; interaction score threshold of highest confidence, 0.9; active interaction sources: experiments, co-occurrence, and co-expression.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Statistical analysis</title>
<p>Analysis by Student&#x2019;s <italic>t</italic>-tests or two-way ANOVA alpha and Tukey multiple comparisons were applied to assess significant differences (<italic>p</italic> &#x2264; 0.05) of the chemokines in leptospirosis patient samples. Statistical analysis and data plotting were carried out using Prism software (GraphPad).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Characterization of human serum samples: MAT titers and frequency of specific serovars in the infection</title>
<p>A total of 103 serum samples from 85 individuals with leptospirosis confirmed by MAT (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) were classified based on the serovars (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The most frequent serovar in samples were Copenhageni (Cop; &lt;30%) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Second samples from the same patient were included when MAT indicated a different serovar from the first samples analyzed. Our data are consistent with public data on the prevalence of serovars in Brazil with Copenhageni and Icterohaemorrhagiae being the most common serovars (<xref ref-type="bibr" rid="B2">Arent et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B8">Browne et&#xa0;al., 2023</xref>). Both have been the most commonly diagnosed since 1999 (<xref ref-type="bibr" rid="B26">Ko et&#xa0;al., 1999</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>MAT titers in sera from patients with leptospirosis (<italic>n</italic> = 103). Samples are numbered sequentially. The days after the first symptoms are shown in parentheses and (?) indicates no data.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1484291-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Frequency of serovar detected by MAT in serum samples from patients with leptospirosis. Second samples from the same patient were included when MAT indicated a different serovar from the first samples analyzed.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1484291-g002.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Chemokine profile in the serum of patients with leptospirosis</title>
<p>We measured the chemokine profile of 103 serum samples with leptospirosis confirmed by MAT. Using ELISA, we determine the main chemokines increased in human serum in response to infection by <italic>Leptospira</italic> spp. We compared the overall levels of chemokine in serum sample groups (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>) and the levels of each chemokine in each patient (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>), analyzing by two-way ANOVA alpha, considering significance <italic>p</italic> &#x2264; 0.5. In general, CCL5, CXCL5, and CXCL9 were the most expressed chemokines (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). CCL5 was highly expressed in the majority of patients (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>), and it was significantly higher when compared to CXCL5, CCL28, and CXCL9 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Chemokine profile in the serum of leptospirosis patients&#x2014;analysis among groups (<italic>n</italic> = 103). The significance of variation of concentration of chemokines was analyzed by Tukey&#x2019;s comparison test. Significances are represented by letters. Letters inside circles are the references for comparison with other groups. All the data on statistical comparison among chemokines are in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1484291-g003.tif"/>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Chemokine profile in the serum of leptospirosis patients (<italic>n</italic> = 103)&#x2014;analysis in each sample and by groups. The significance of variation was analyzed by Tukey&#x2019;s comparison test, highlighting the expressed chemokines CCL5 and CXCL5 per sample and among the groups. All the data on statistical comparison among chemokines are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>. The symbol ** refers to <italic>p</italic> &lt; 0.05 and the symbol *** and **** refers to <italic>p</italic> &lt; 0.0001.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1484291-g004.tif"/>
</fig>
<p>Our data showed a higher level of CXCL5 compared to CCL2, CCL28, and CXCL10 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), while CCL28 was significantly higher than CXCL11. On the other hand, CCL2, CCL3-&#x3b1;, CXCL10, and CXCL11 showed lower expression levels (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<p>We analyzed the possible correlation of the main chemokines expressed, CCL5, CXCL5, and CXCL9, in the days following the symptoms, highlighting that only CCL5 showed an increasing concentration up to the 30th day (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Pearson&#x2019;s correlation in the chemokine profile</title>
<p>We used Pearson&#x2019;s correlation analysis to determine the possible linear correlation between the chemokines expressed during <italic>Leptospira</italic> infection. The results showed a strong correlation between CXCL11, CXCL9, and CCL3 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). In addition, CCL2 had a strong correlation with CXCL11. There was a moderate correlation between CXCL10 and CXCL9 and between CXCL9 and CCL28 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). On the other hand, CCL5, which was the most expressed chemokine (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>), and CXCL5 showed weak or no correlation with the other chemokines (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Correlation of chemokines in the serum of patients with leptospirosis (<italic>n</italic> = 103). Numbers inside squares are the values of Pearson&#x2019;s correlation (<italic>r</italic>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1484291-g005.tif"/>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Chemokine profile on different days after the first symptoms</title>
<p>The expression of chemokines can change over the course of the disease, modulating the immune response in different ways (<xref ref-type="bibr" rid="B37">Shetty et&#xa0;al., 2021</xref>). We evaluated the chemokine profile in the serum of 16 patients at two different times after the first symptoms to check for possible variation over time. CCL5 was detected in 100% of the samples, and almost all of the second samples showed an increase in expression (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A, B</bold>
</xref>). CXCL9, one of the most expressed chemokines (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>), was detected in approximately 95% of the serum samples (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>), suggesting that it is important in the host response against <italic>Leptospira</italic>. Furthermore, we detected CXCL5 in 81% of the patients (13) and an increasing concentration in the second sample of 10 of these patients (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6A, B</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Chemokine profile in paired samples from the same patient collected on different days after symptoms (f: first sample; s: second sample; t: third sample). Analyses of three consecutive samples (f, s, and t) from two patients are shown (samples 67, 68, and 69 and samples 70, 71, and 72). <bold>(A)</bold> The color scale represents concentration (pg/mL) measured by ELISA. White means chemokines are not detected. <bold>(B)</bold> Significance is presented when there are differences for row and column data, as shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>. The statistical significance in the comparison of other chemokines is shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>. The symbol *** refers to <italic>p</italic> &lt; 0.001 and **** refers to <italic>p</italic> &lt; 0.0001. The significance of the data was analyzed using Tukey&#x2019;s comparison test.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1484291-g006.tif"/>
</fig>
<p>CCL2 was detected in the samples of 14 patients, and 2 showed elevated levels; CCL3-&#x3b1; was present in the samples of 12 patients, and 3 showed an increase in the second sample; CCL28 was detected in 13 patients, with 3 increasing in the second sample (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>); CXCL10 was present in the samples of 10 patients with an increase in the second time point; and CXCL11 was detected in 4 samples, and 1 showed elevated levels (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>).</p>
<p>Overall, our data suggest that these chemokines are expressed in response to leptospirosis and their expression is modulated along with the development of the disease. Moreover, CCL5, CXCL5 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>), and CXCL9 are the most expressed chemokines and appear to be upregulated over time (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>).</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Protein&#x2013;protein interaction analysis</title>
<p>We analyzed the protein&#x2013;protein interaction using STRING (<ext-link ext-link-type="uri" xlink:href="https://string-db.org">https://string-db.org</ext-link>), which allows for an in-depth analysis on protein interaction based on many parameters, such as genomic neighborhood, functional pathway, experimental evidence, co-expression, and citation. Statistically significant chemokine expression variations were analyzed considering functional interaction networks by the STRING database adjusting the parameters for full string networks; no more 5.0 interactions; interaction score threshold of highest confidence, 0.9; active interaction sources: experiments, co-occurrence, and co-expression. We investigated the interactions of the most expressed chemokines: CCL5 (<ext-link ext-link-type="uri" xlink:href="https://version-12-0.string-db.org/cgi/network?networkId=bq7cxiSpA2Md">https://version-12-0.string-db.org/cgi/network?networkId=bq7cxiSpA2Md</ext-link>), CXCL5 (<ext-link ext-link-type="uri" xlink:href="https://version-12-0.string-db.org/cgi/network?networkId=bCG2Q5827aRn">https://version-12-0.string-db.org/cgi/network?networkId=bCG2Q5827aRn</ext-link>), and CXCL9 (<ext-link ext-link-type="uri" xlink:href="https://version-12-0.string-db.org/cgi/network?networkId=bNqrw2vkCAXV">https://version-12-0.string-db.org/cgi/network?networkId=bNqrw2vkCAXV</ext-link>). Our data revealed that CCL5 interacts with CXCL9, CXCL10, and CXCL11 (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A, C</bold>
</xref>). Interestingly, all these chemokines are ligands to the CXCR3 receptor, which might be related to leptospirosis resistance. It has been described that CXCL5 leads to CXCL3, CXCL1, and CXCL14 expression, which are all potent chemoattractants for neutrophils (<xref ref-type="bibr" rid="B47">Zhou et&#xa0;al., 2023</xref>), indicating the occurrence of this mechanism on leptospirosis immune response (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Analyses of chemokine interaction using the STRING database. The inputs for analysis were the main chemokines detected in the samples of patients with leptospirosis. <bold>(A)</bold> CCL5, <bold>(B)</bold> CXCL5, and <bold>(C)</bold> CXCL9 for the interaction network: the black line means that the confidence of the scoring edges is greater than 0.9.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcimb-14-1484291-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Chemokines play a major role in the host&#x2019;s immune defense (<xref ref-type="bibr" rid="B24">Haake and Levett, 2015</xref>). Their expression is strongly related to susceptibility to leptospirosis and organ damage (<xref ref-type="bibr" rid="B20">Domingos et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B39">Silva et&#xa0;al., 2020</xref>). We analyzed the profile of chemokines in patients diagnosed with leptospirosis to better understand the immune response in humans. We found that CCL5 was the most expressed chemokine in humans and was upregulated over time. CCL5 promotes early protection against <italic>Leptospira</italic> spp. by preventing cytokine storms in the immune response (<xref ref-type="bibr" rid="B44">Vesosky et&#xa0;al., 2010</xref>). We have previously shown that resistant and partially resistant mouse strains show an increase in CCL5 24&#xa0;h after <italic>Leptospira</italic> infection (<xref ref-type="bibr" rid="B2">Arent et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B20">Domingos et&#xa0;al., 2017</xref>). The CCL5 levels seen in sera from leptospirosis patients suggest that the same mechanisms occur in humans, since CCL5 is important for regulating inflammation. NK and T helper cells unable to produce CCL5 are less efficient at recruiting DCs and cytotoxic T lymphocytes (<xref ref-type="bibr" rid="B36">Seo et&#xa0;al., 2020</xref>).</p>
<p>Regarding CXCL9, we showed that mice susceptible to leptospirosis (HeJ) had lower levels of this chemokine when compared to resistant mice (Balb/c) (<xref ref-type="bibr" rid="B20">Domingos et&#xa0;al., 2017</xref>), suggesting that it plays an important role in the host response. CXCL9 is upregulated during infection with pathogenic <italic>Leptospira</italic> and binds to the CXCR3 receptor, which is expressed at all stages of CD4 T-cell development (<xref ref-type="bibr" rid="B31">Rabin et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B37">Shetty et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B41">Tannenbaum et&#xa0;al., 1998</xref>). The CXCR3 axis regulates the differentiation of na&#xef;ve T cells into helpers 1 and drives migration to their target sites. In <italic>Salmonella</italic> infection, the CXCR3 axis controls dissemination of bacteria. In addition, the expression of CXCR3 on CD8+ T cells increases their antibacterial activity (<xref ref-type="bibr" rid="B11">Chami et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B29">Oghumu et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B34">Ridley and Dyer, 2022</xref>). CXCR3 has been associated with antibacterial activity against <italic>Streptococcus pyogenes</italic>, contributing to the antimicrobial protection of the gut (<xref ref-type="bibr" rid="B21">Egesten et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B33">Reid-Yu et&#xa0;al., 2015</xref>).</p>
<p>Recombinant CXCL9 has been correlated as being 10 times more potent as an antibacterial than CXCL11 and CXCL10 (<xref ref-type="bibr" rid="B33">Reid-Yu et&#xa0;al., 2015</xref>). Moreover, CCL5 and CXCL9 together have been correlated with CD8+ T-cell infiltration (<xref ref-type="bibr" rid="B15">Dangaj et&#xa0;al., 2019</xref>), indicating an important role in the control of leptospirosis.</p>
<p>CXCL5 is associated with neutrophil recruitment (<xref ref-type="bibr" rid="B30">Persson et&#xa0;al., 2003</xref>). The increased concentration of this molecule detected in our study in the serum of patients with leptospirosis is in line with our previous <italic>in vivo</italic> studies, which demonstrated that CXCL5 is inhibited in susceptible mice and increased in resistant ones, implying an importance for the host response (<xref ref-type="bibr" rid="B20">Domingos et&#xa0;al., 2017</xref>). In addition, <italic>in vitro</italic> experiments showed that raw macrophages treated with CCL2 had a reduction in CXCL5 expression, implying a negative correlation between them (<xref ref-type="bibr" rid="B38">Silva et&#xa0;al., 2019</xref>).</p>
<p>The main findings in our study were that CCL5, CXCL5, and CXCL9 are highly expressed in human leptospirosis disease. This study with human sera combined with our animal studies indicates that these chemokines play an important role in leptospirosis immunity. However, further studies are needed to clarify the role of these molecules in the effective immune response. We suggest that CCL5 could be used as a biomarker for the complementary diagnosis of the disease, since its expression was the most prominently observed in patients with leptospirosis.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Research Ethics Committee of the Adolfo Lutz Institute and the National Research Ethics Committee (CONEP) from Brazilian Ministry of Health according to the protocol n&#x2da; 31938820.3.1001.0059. The studies were conducted in accordance with the local legislation and institutional requirements. Written informed consent for participation was not required from the participants or the participants&#x2019; legal guardians/next of kin because samples were obtained from the bank of Adolfo Lutz Institute.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>IM: Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. RB: Formal analysis, Investigation, Methodology, Writing &#x2013; review &amp; editing. Cd: Methodology, Writing &#x2013; original draft. Gd: Methodology, Writing &#x2013; original draft. PH: Formal analysis, Writing &#x2013; review &amp; editing. EM: Formal analysis, Writing &#x2013; review &amp; editing, Data curation. ER: Formal analysis, Writing &#x2013; review &amp; editing, Investigation, Methodology, Data curation. Jd: Conceptualization, Formal Analysis, Methodology, Writing &#x2013; review &amp; editing, Funding acquisition, Investigation, Project administration, Supervision, Validation, Data curation, Writing &#x2013; original draft.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This work received grants from Funda&#xe7;&#xe3;o de Amparo &#xe0; Pesquisa do Estado de S&#xe3;o Paulo - FAPESP (2017/20903-6) and Funda&#xe7;&#xe3;o Butantan (001/0708/000.200/2024). IHMM, CES, and GSF received scholarships from Instituto Butantan - Secretaria da Sa&#xfa;de do Estado de S&#xe3;o Paulo. The funders had no role in the study design, data collection and analysis, writing of the manuscript, or decision to publish it.</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>
<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/fcimb.2024.1484291/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcimb.2024.1484291/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Araujo</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Gomez</surname> <given-names>A. C.</given-names>
</name>
<name>
<surname>Aguilar</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Salgado</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Balko</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Bravo</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Effect of CCL5 expression in the recruitment of immune cells in triple negative breast cancer</article-title>. <source>Sci. Rep.</source> <volume>8</volume>, <fpage>4899</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-018-23099-7</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arent</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Gilmore</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Pardyak</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Dubniewicz</surname> <given-names>K.</given-names>
</name>
<name>
<surname>McInerney</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Ellis</surname> <given-names>W.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>The serological and genetic diversity of the <italic>Leptospira interrogans</italic> Icterohaemorrhagiae serogroup circulating in the UK</article-title>. <source>J. Vet. Res.</source> <volume>67</volume>, <fpage>529</fpage>&#x2013;<lpage>536</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2478/jvetres-2023-0063</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bachelerie</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Ben-Baruch</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Burkhardt</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Combadiere</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Farber</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Graham</surname> <given-names>G. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>International union of basic and clinical pharmacology. LXXXIX. Update on the extended family of chemokine receptors and introducing a new nomenclature for atypical chemokine receptors</article-title>. <source>Pharmacol. Rev.</source> <volume>66</volume>, <fpage>1</fpage>&#x2013;<lpage>79</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1124/pr.113.007724</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bierque</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Thibeaux</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Girault</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Soup&#xe9;-Gilbert</surname> <given-names>M.-E.</given-names>
</name>
<name>
<surname>Goarant</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2020</year>a). <article-title>A systematic review of Leptospira in water and soil environments</article-title>. <source>PloS One</source> <volume>15</volume>, <elocation-id>e0227055</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0227055</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Blanco</surname> <given-names>R. M.</given-names>
</name>
<name>
<surname>Romero</surname> <given-names>E. C.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Fifteen years of human leptospirosis in S&#xe3;o Paulo, Brazil</article-title>. <source>JER</source> <volume>2</volume>, <elocation-id>56</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.5430/jer.v2n1p56</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bose</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Cho</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Role of chemokine CCL2 and its receptor CCR2 in neurodegenerative diseases</article-title>. <source>Arch. Pharm. Res.</source> <volume>36</volume>, <fpage>1039</fpage>&#x2013;<lpage>1050</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12272-013-0161-z</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bradley</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>Lockaby</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Leptospirosis and the environment: A review and future directions</article-title>. <source>Pathogens</source> <volume>12</volume>, <elocation-id>1167</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/pathogens12091167</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Browne</surname> <given-names>E. S.</given-names>
</name>
<name>
<surname>Pereira</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Barreto</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Zeppelini</surname> <given-names>C. G.</given-names>
</name>
<name>
<surname>Oliveira</surname> <given-names>D. D.</given-names>
</name>
<name>
<surname>Costa</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Prevalence of human leptospirosis in the Americas: a systematic review and meta-analysis</article-title>. <source>Rev. Panamericana Salud P&#xfa;blica</source> <volume>47</volume>, <elocation-id>1</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.26633/RPSP.2023.126</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cagliero</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Villanueva</surname> <given-names>S. Y. A. M.</given-names>
</name>
<name>
<surname>Matsui</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Leptospirosis pathophysiology: into the storm of cytokines</article-title>. <source>Front. Cell. Infect. Microbiol.</source> <volume>8</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fcimb.2018.00204</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Castellino</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>A. Y.</given-names>
</name>
<name>
<surname>Altan-Bonnet</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Stoll</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Scheinecker</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Germain</surname> <given-names>R. N.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Chemokines enhance immunity by guiding naive CD8+ T cells to sites of CD4+ T cell&#x2013;dendritic cell interaction</article-title>. <source>Nature</source> <volume>440</volume>, <fpage>890</fpage>&#x2013;<lpage>895</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature04651</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chami</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Yeung</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Buckland</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>M. Fong</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Tao</surname> <given-names>K.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>CXCR3 plays a critical role for host protection against Salmonellosis</article-title>. <source>Sci. Rep.</source> <volume>7</volume>, <fpage>10181</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-017-09150-z</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Charo</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Scharrig</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Ferrer</surname> <given-names>M. F.</given-names>
</name>
<name>
<surname>Sanjuan</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Carrera Silva</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>Schattner</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>
<italic>Leptospira</italic> species promote a pro-inflammatory phenotype in human neutrophils</article-title>. <source>Cell. Microbiol.</source> <volume>21</volume>, <fpage>1</fpage>&#x2013;<lpage>13</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/cmi.12990</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chassin</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Picardeau</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Goujon</surname> <given-names>J.-M.</given-names>
</name>
<name>
<surname>Bourhy</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Quellard</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Darche</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>TLR4- and TLR2-mediated B cell responses control the clearance of the bacterial pathogen, <italic>Leptospira interrogans</italic>
</article-title>. <source>J. Immunol.</source> <volume>183</volume>, <fpage>2669</fpage>&#x2013;<lpage>2677</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.0900506</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Costa</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Hagan</surname> <given-names>J. E.</given-names>
</name>
<name>
<surname>Calcagno</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Kane</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Torgerson</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Martinez-Silveira</surname> <given-names>M. S.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Global morbidity and mortality of leptospirosis: A systematic review</article-title>. <source>PloS Negl. Trop. Dis.</source> <volume>9</volume>, <elocation-id>e0003898</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pntd.0003898</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dangaj</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Bruand</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Grimm</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Ronet</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Barras</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Duttagupta</surname> <given-names>P. A.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Cooperation between constitutive and inducible chemokines enables T cell engraftment and immune attack in solid tumors</article-title>. <source>Cancer Cell</source> <volume>35</volume>, <fpage>885</fpage>&#x2013;<lpage>900.e10</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ccell.2019.05.004</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deshmane</surname> <given-names>S. L.</given-names>
</name>
<name>
<surname>Kremlev</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Amini</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Sawaya</surname> <given-names>B. E.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Monocyte chemoattractant protein-1 (MCP-1): an overview</article-title>. <source>J. Interferon Cytokine Res.</source> <volume>29</volume>, <fpage>313</fpage>&#x2013;<lpage>326</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1089/jir.2008.0027</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Desvars</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Cardinale</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Michault</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Animal leptospirosis in small tropical areas</article-title>. <source>Epidemiol. Infect.</source> <volume>139</volume>, <fpage>167</fpage>&#x2013;<lpage>188</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1017/S0950268810002074</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Disteldorf</surname> <given-names>E. M.</given-names>
</name>
<name>
<surname>Krebs</surname> <given-names>C. F.</given-names>
</name>
<name>
<surname>Paust</surname> <given-names>H.-J.</given-names>
</name>
<name>
<surname>Turner</surname> <given-names>J.-E.</given-names>
</name>
<name>
<surname>Nouailles</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Tittel</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>CXCL5 drives neutrophil recruitment in TH17-mediated GN</article-title>. <source>J. Am. Soc. Nephrol.</source> <volume>26</volume>, <fpage>55</fpage>&#x2013;<lpage>66</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1681/ASN.2013101061</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Domingo-Gonzalez</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Prince</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Cooper</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Khader</surname> <given-names>S. A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Cytokines and chemokines in <italic>Mycobacterium tuberculosis</italic> infection</article-title>. <source>Microbiol. Spectr.</source> <volume>4</volume>, <fpage>4.5.23</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/microbiolspec.TBTB2-0018-2016</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Domingos</surname> <given-names>R. H.</given-names>
</name>
<name>
<surname>Pavanel</surname> <given-names>E. B.</given-names>
</name>
<name>
<surname>Nakajima</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Schons-Fonseca</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Da Costa</surname> <given-names>R. M. A.</given-names>
</name>
<name>
<surname>De Franco</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Resistance of mice to Leptospira infection and correlation with chemokine response</article-title>. <source>Immunobiology</source> <volume>222</volume>, <fpage>1004</fpage>&#x2013;<lpage>1013</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.imbio.2017.05.017</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Egesten</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Eliasson</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Johansson</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Olin</surname> <given-names>A. I.</given-names>
</name>
<name>
<surname>M&#xf6;rgelin</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Mueller</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2007</year>). <article-title>The CXC Chemokine MIG/CXCL9 Is Important in Innate Immunity against <italic>Streptococcus pyogenes</italic>
</article-title>. <source>J. Infect. Dis.</source> <volume>195</volume>, <fpage>684</fpage>&#x2013;<lpage>693</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1086/510857</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Faine</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>1999</year>). <source>Leptospira and leptospirosis</source>. <edition>2nd ed</edition> (<publisher-loc>Melbourne, Australia</publisher-loc>: <publisher-name>MedSci</publisher-name>).</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fraga</surname> <given-names>T. R.</given-names>
</name>
<name>
<surname>Barbosa</surname> <given-names>A. S.</given-names>
</name>
<name>
<surname>Isaac</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Leptospirosis: aspects of innate immunity, immunopathogenesis and immune evasion from the complement system</article-title>. <source>Scand. J. Immunol.</source> <volume>73</volume>, <fpage>408</fpage>&#x2013;<lpage>419</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3083.2010.02505.x</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Haake</surname> <given-names>D. A.</given-names>
</name>
<name>
<surname>Levett</surname> <given-names>P. N.</given-names>
</name>
</person-group> (<year>2015</year>). &#x201c;<article-title>Leptospirosis in humans</article-title>,&#x201d; in <source>Leptospira and Leptospirosis, Current Topics in Microbiology and Immunology</source>. Ed. <person-group person-group-type="editor">
<name>
<surname>Adler</surname> <given-names>B.</given-names>
</name>
</person-group> (<publisher-name>Springer Berlin Heidelberg</publisher-name>, <publisher-loc>Berlin, Heidelberg</publisher-loc>), <fpage>65</fpage>&#x2013;<lpage>97</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/978-3-662-45059-8_5</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kawai</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Akira</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Signaling to NF-&#x3ba;B by toll-like receptors</article-title>. <source>Trends Mol. Med.</source> <volume>13</volume>, <fpage>460</fpage>&#x2013;<lpage>469</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.molmed.2007.09.002</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ko</surname> <given-names>A. I.</given-names>
</name>
<name>
<surname>Reis</surname> <given-names>M. G.</given-names>
</name>
<name>
<surname>Dourado</surname> <given-names>C. M. R.</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>J. R. W. D.</given-names>
</name>
<name>
<surname>Riley</surname> <given-names>L. W.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Urban epidemic of severe leptospirosis in Brazil</article-title>. <source>Lancet</source> <volume>354</volume>, <fpage>820</fpage>&#x2013;<lpage>825</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0140-6736(99)80012-9</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lau</surname> <given-names>C. L.</given-names>
</name>
<name>
<surname>Smythe</surname> <given-names>L. D.</given-names>
</name>
<name>
<surname>Craig</surname> <given-names>S. B.</given-names>
</name>
<name>
<surname>Weinstein</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Climate change, flooding, urbanisation and leptospirosis: fuelling the fire</article-title>? <source>Trans. R. Soc. Trop. Med. Hyg.</source> <volume>104</volume>, <fpage>631</fpage>&#x2013;<lpage>638</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.trstmh.2010.07.002</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Han</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Lv</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>CXCL11 correlates with immune infiltration and impacts patient immunotherapy efficacy: A pan-cancer analysis</article-title>. <source>Front. Immunol.</source> <volume>13</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2022.951247</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Oghumu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Terrazas</surname> <given-names>C. A.</given-names>
</name>
<name>
<surname>Varikuti</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kimble</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Vadia</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>CXCR3 expression defines a novel subset of innate CD8 <sup>+</sup> T cells that enhance immunity against bacterial infection and cancer upon stimulation with IL-15</article-title>. <source>FASEB J.</source> <volume>29</volume>, <fpage>1019</fpage>&#x2013;<lpage>1028</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1096/fj.14-264507</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Persson</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Monsef</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Andersson</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Bjartell</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Malm</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Calafat</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2003</year>). <article-title>Expression of the neutrophil-activating CXC chemokine ENA-78/CXCL5 by human eosinophils</article-title>. <source>Clin. Exp. Allergy</source> <volume>33</volume>, <fpage>531</fpage>&#x2013;<lpage>537</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1046/j.1365-2222.2003.01609.x</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rabin</surname> <given-names>R. L.</given-names>
</name>
<name>
<surname>Alston</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Sircus</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Knollmann-Ritschel</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Moratz</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ngo</surname> <given-names>D.</given-names>
</name>
<etal/>
</person-group>. (<year>2003</year>). <article-title>CXCR3 is induced early on the pathway of CD4+ T cell differentiation and bridges central and peripheral functions</article-title>. <source>J. Immunol.</source> <volume>171</volume>, <fpage>2812</fpage>&#x2013;<lpage>2824</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.171.6.2812</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rajapakse</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Leptospirosis: clinical aspects</article-title>. <source>Clin. Med.</source> <volume>22</volume>, <fpage>14</fpage>&#x2013;<lpage>17</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.7861/clinmed.2021-0784</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reid-Yu</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Tuinema</surname> <given-names>B. R.</given-names>
</name>
<name>
<surname>Small</surname> <given-names>C. N.</given-names>
</name>
<name>
<surname>Xing</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Coombes</surname> <given-names>B. K.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>CXCL9 Contributes to Antimicrobial Protection of the Gut during Citrobacter rodentium Infection Independent of Chemokine-Receptor Signaling</article-title>. <source>PloS Pathog.</source> <volume>11</volume>, <elocation-id>e1004648</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.ppat.1004648</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ridley</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Dyer</surname> <given-names>D. P.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Chemokine redundancy <italic>versus</italic> specificity in the context of CXCR3 and its ligands</article-title>. <source>Immunol. Cell Biol.</source> <volume>100</volume>, <fpage>387</fpage>&#x2013;<lpage>389</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/imcb.12553</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Santecchia</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Ferrer</surname> <given-names>M. F.</given-names>
</name>
<name>
<surname>Vieira</surname> <given-names>M. L.</given-names>
</name>
<name>
<surname>G&#xf3;mez</surname> <given-names>R. M.</given-names>
</name>
<name>
<surname>Werts</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Phagocyte escape of leptospira: the role of TLRs and NLRs</article-title>. <source>Front. Immunol.</source> <volume>11</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2020.571816</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Seo</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Shimizu</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Kojo</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Okeke</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kohwi-Shigematsu</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Fujii</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Runx-mediated regulation of CCL5 via antagonizing two enhancers influences immune cell function and anti-tumor immunity</article-title>. <source>Nat. Commun.</source> <volume>11</volume>, <fpage>1562</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-020-15375-w</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shetty</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Kundu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Gomes-Solecki</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Inflammatory signatures of pathogenic and non-pathogenic leptospira infection in susceptible C3H-HeJ mice</article-title>. <source>Front. Cell. Infect. Microbiol.</source> <volume>11</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fcimb.2021.677999</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Silva</surname> <given-names>P. L. D.</given-names>
</name>
<name>
<surname>Lauretti-Ferreira</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Caldas De Lima</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Lima</surname> <given-names>S. S.</given-names>
</name>
<name>
<surname>Covarrubias</surname> <given-names>A. E.</given-names>
</name>
<name>
<surname>De Franco</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Phagocytosis of Leptospira by leukocytes from mice with different susceptibility to leptospirosis and possible role of chemokines</article-title>. <source>BMC Microbiol.</source> <volume>19</volume>, <fpage>4</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12866-018-1371-9</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Silva</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Nakajima</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Costa</surname> <given-names>R. M. D.</given-names>
</name>
<name>
<surname>Lee Ho</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Martins</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Carvalho</surname> <given-names>E.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Chemokine expression profiles in liver and kidney of mice with different susceptibilities to leptospirosis</article-title>. <source>Microb. Pathogen.</source> <volume>149</volume>, <elocation-id>104580</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.micpath.2020.104580</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Standiford</surname> <given-names>T. J.</given-names>
</name>
<name>
<surname>Strieter</surname> <given-names>R. M.</given-names>
</name>
<name>
<surname>Greenberger</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Kunkel</surname> <given-names>S. L.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Expression and regulation of chemokines in acute bacterial pneumonia</article-title>. <source>Biol. Signals</source> <volume>5</volume>, <fpage>203</fpage>&#x2013;<lpage>208</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1159/000109191</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tannenbaum</surname> <given-names>C. S.</given-names>
</name>
<name>
<surname>Tubbs</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Armstrong</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Finke</surname> <given-names>J. H.</given-names>
</name>
<name>
<surname>Bukowski</surname> <given-names>R. M.</given-names>
</name>
<name>
<surname>Hamilton</surname> <given-names>T. A.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>The CXC chemokines IP-10 and mig are necessary for IL-12-mediated regression of the mouse RENCA tumor</article-title>. <source>J. Immunol.</source> <volume>161</volume>, <fpage>927</fpage>&#x2013;<lpage>932</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.161.2.927</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tokunaga</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Naseem</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Puccini</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Berger</surname> <given-names>M. D.</given-names>
</name>
<name>
<surname>Soni</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>CXCL9, CXCL10, CXCL11/CXCR3 axis for immune activation &#x2013; A target for novel cancer therapy</article-title>. <source>Cancer Treat Rev.</source> <volume>63</volume>, <fpage>40</fpage>&#x2013;<lpage>47</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ctrv.2017.11.007</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Uhl&#xe9;n</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Fagerberg</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Hallstr&#xf6;m</surname> <given-names>B. M.</given-names>
</name>
<name>
<surname>Lindskog</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Oksvold</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Mardinoglu</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Tissue-based map of the human proteome</article-title>. <source>Science</source> <volume>347</volume>, <elocation-id>1260419</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.1260419</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vesosky</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Rottinghaus</surname> <given-names>E. K.</given-names>
</name>
<name>
<surname>Stromberg</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Turner</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Beamer</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>CCL5 participates in early protection against <italic>Mycobacterium tuberculosis</italic>
</article-title>. <source>J. Leuk. Biol.</source> <volume>87</volume>, <fpage>1153</fpage>&#x2013;<lpage>1165</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1189/jlb.1109742</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Werts</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Tapping</surname> <given-names>R. I.</given-names>
</name>
<name>
<surname>Mathison</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Chuang</surname> <given-names>T.-H.</given-names>
</name>
<name>
<surname>Kravchenko</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Saint Girons</surname> <given-names>I.</given-names>
</name>
<etal/>
</person-group>. (<year>2001</year>). <article-title>Leptospiral lipopolysaccharide activates cells through a TLR2-dependent mechanism</article-title>. <source>Nat. Immunol.</source> <volume>2</volume>, <fpage>346</fpage>&#x2013;<lpage>352</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/86354</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zeng</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Lan</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wei</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>CCL5/CCR5 axis in human diseases and related treatments</article-title>. <source>Genes Dis.</source> <volume>9</volume>, <fpage>12</fpage>&#x2013;<lpage>27</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.gendis.2021.08.004</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Ji</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>The role of CXCL family members in different diseases</article-title>. <source>Cell Death Discovery</source> <volume>9</volume>, <fpage>212</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41420-023-01524-9</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>