<?xml version="1.0" encoding="UTF-8" standalone="no"?><?covid-19-tdm?>
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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.2021.645741</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>Commensal Microbiome Expands T&#x3b3;&#x3b4;17 Cells in the Lung and Promotes Particulate Matter-Induced Acute Neutrophilia</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Chorong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kwon</surname>
<given-names>Dong-il</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kim</surname>
<given-names>Mingyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1262697"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Im</surname>
<given-names>Sin-Hyeog</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/383722"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lee</surname>
<given-names>You Jeong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1179898"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Life Sciences, Pohang University of Science and Technology (POSTECH)</institution>, <addr-line>Pohang</addr-line>, <country>South Korea</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>ImmunoBiome Inc.</institution>, <addr-line>Pohang-si</addr-line>, <country>South Korea</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Research Institute of Pharmaceutical Sciences, Seoul National University</institution>, <addr-line>Seoul</addr-line>, <country>South Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Christoph Siegfried Niki Klose, Charit&#xe9;&#x2014;Universit&#xe4;tsmedizin Berlin, Germany</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Christoph Stein-Thoeringer, German Cancer Research Center (DKFZ), Germany; Kingston H. Mills, Trinity College Dublin, Ireland</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: You Jeong Lee, <email xlink:href="mailto:youjeonglee@snu.ac.kr">youjeonglee@snu.ac.kr</email></p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Mucosal Immunity, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>03</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>645741</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>12</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>03</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Yang, Kwon, Kim, Im and Lee</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Yang, Kwon, Kim, Im and Lee</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>Particulate matter (PM) induces neutrophilic inflammation and deteriorates the prognosis of diseases such as cardiovascular diseases, cancers, and infections, including COVID-19. Here, we addressed the role of &#x3b3;&#x3b4; T cells and intestinal microbiome in PM-induced acute neutrophilia. &#x3b3;&#x3b4; T cells are a heterogeneous population composed of T&#x3b3;&#x3b4;1, T&#x3b3;&#x3b4;2, T&#x3b3;&#x3b4;17, and na&#xef;ve &#x3b3;&#x3b4; T cells (T&#x3b3;&#x3b4;N) and commensal bacteria promote local expansion of T&#x3b3;&#x3b4;17 cells, particularly in the lung and gut without affecting their V&#x3b3; repertoire. T&#x3b3;&#x3b4;17 cells are more tissue resident than T&#x3b3;&#x3b4;1 cells, while T&#x3b3;&#x3b4;N cells are circulating cells. IL-1R expression in T&#x3b3;&#x3b4;17 cells is highest in the lung and they outnumber all the other type 17 cells such as Th17, ILC3, NKT17, and MAIT17 cells. Upon PM exposure, IL-1&#x3b2;-secreting neutrophils and IL-17-producing T&#x3b3;&#x3b4;17 cells attract each other around the airways. Accordingly, PM-induced neutrophilia was significantly relieved in &#x3b3;&#x3b4; T- or IL-17-deficient and germ-free mice. Collectively, these findings show that the commensal microbiome promotes PM-induced neutrophilia in the lung <italic>via</italic> T&#x3b3;&#x3b4;17 cells.</p>
</abstract>
<kwd-group>
<kwd>particulate matter</kwd>
<kwd>&#x3b3;&#x3b4; T cell</kwd>
<kwd>neutrophilia</kwd>
<kwd>IL-17</kwd>
<kwd>commensal microbiome</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="49"/>
<page-count count="15"/>
<word-count count="6948"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>&#x3b3;&#x3b4; T cells are abundant in mucosal tissues, such as the conjunctiva, skin, and lung (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). Amongst them, T&#x3b3;&#x3b4;17 cells play an important role in the rapid response to foreign antigens by immediately secreting IL-17 and recruiting neutrophils into inflamed mucosal tissues (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). In particular, the lungs are constantly exposed to various environmental insults such as airborne pathogens and inorganic pollutants. In this process, the commensal microbiome acts as an important immune modulator (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Recent studies have shown that dysregulated microbiota causes immune dysfunction, leading to poor control of respiratory infections, allergic asthma, or tumor immune surveillance (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). In the liver, the critical role of intestinal bacteria in the homeostasis of hepatic T&#x3b3;&#x3b4;17 cells has been described (<xref ref-type="bibr" rid="B11">11</xref>). However, the immune crosstalk between the commensal microbiota and lung-resident T&#x3b3;&#x3b4;17 cells has not yet been elucidated.</p>
<p>Air pollution is a serious problem worldwide, and accumulating evidence indicates that particulate matter (PM) has a significant effect on immune systems (<xref ref-type="bibr" rid="B12">12</xref>). Long-term exposure to PM induces IL-1 and TNF&#x3b1; secretion from alveolar macrophages (AM) and airway epithelial cells (AECs) (<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B15">15</xref>) and is closely associated with increased mortality, morbidity, and hospitalization of asthma patients (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). In particular, traffic-driven particles (diesel exhaust particles, DEPs) exacerbate house dust mite (HDM)-induced allergic asthma by enhancing Th17 cells in lungs (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). In addition, recent studies have shown that the severity of air pollution is highly correlated with the mortality rate of COVID-19 patients; for every 1 &#x3bc;g/m3 increase in airborne fine dust concentration, the mortality of patients increases by&#xa0;11% (<xref ref-type="bibr" rid="B20">20</xref>). To date, however, the role of &#x3b3;&#x3b4; T cells in PM-induced pulmonary inflammation has not been well addressed.</p>
<p>&#x3b3;&#x3b4; T cells are innate T cells that develop in the thymus. In a previous study, we showed that there are three distinct effector subsets in the thymus according to their transcriptional profiles designated as T&#x3b3;&#x3b4;1, T&#x3b3;&#x3b4;2, and T&#x3b3;&#x3b4;17 cells (<xref ref-type="bibr" rid="B21">21</xref>). These effector cells develop from common progenitors, and we showed that lineage differentiation models rather than TCR-mediated instructions and explained their ontogeny. In this study, we extended our previous research by analyzing &#x3b3;&#x3b4; T cells in the peripheral lymphoid and non-lymphoid organs, including the lungs and defined their critical role in PM-mediated acute pulmonary neutrophilia. We defined na&#xef;ve &#x3b3;&#x3b4; T (T&#x3b3;&#x3b4;N) cells corresponding to conventional &#x3b3;&#x3b4; T cells (CD44<sup>lo</sup>CD45RB<sup>hi</sup>) described previously (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>) and categorized all &#x3b3;&#x3b4; T cells as T&#x3b3;&#x3b4;N, T&#x3b3;&#x3b4;1, T&#x3b3;&#x3b4;2, and T&#x3b3;&#x3b4;17 cells. Using anti-V&#x3b3;1, V&#x3b3;1/2, V&#x3b3;4, V&#x3b3;5, V&#x3b3;6, and V&#x3b3;7 antibodies in a single staining panel, we comprehensively analyzed V&#x3b3; TCR usage in all four sub-types of &#x3b3;&#x3b4; T cells in peripheral tissues and compared them in specific pathogen-free (SPF) and germ-free (GF) mice. As a result, we found that commensal microbiota is critical for the maintenance of the peripheral pool of lung-resident IL-1R<sup>+</sup> T&#x3b3;&#x3b4;17 cells, which contributed to the development of PM-induced acute airway neutrophilic inflammation, but not a chronic model of IL-17-dominant HDM/PM-induced allergic asthma. Consistent with this, PM-induced neutrophila was significantly relieved in GF mice compared to SPF mice. Collectively, these findings provide mechanistic insight into the immune crosstalk between commensal microbiome, lung-resident &#x3b3;&#x3b4; T cells, and PM-induced neutrophilia.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Mice</title>
<p>B6 WT (C57BL/6) and <italic>Tcrd <sup>-/-</sup>
</italic> (B6.129P2-<italic>Tcrd</italic> <sup>tm1Mom/J</sup>) mice were purchased from the Jackson Laboratory and bred in our facility under specific pathogen-free (SPF) conditions. <italic>Il17a/f <sup>-/-</sup>
</italic> (B6) mice were received from Dr. Charles D. Surh (POSTECH, Korea). CD45.1/2 B6 mice were received from Dr. Sin-Hyeog Im (POSTECH, Korea). All mice were used at the age of 6-12 weeks unless indicated, and age- and sex-matched animals were used as controls. Germ-free (GF) mice were bred and used as previously described (<xref ref-type="bibr" rid="B24">24</xref>). All mouse experiments were performed using protocols approved by the Institutional Animal Care and Use Committees (IACUC) of the POSTECH.</p>
</sec>
<sec id="s2_2">
<title>PM-Induced Pulmonary Inflammation and Treatments</title>
<p>Mice were intranasally administered with 250 &#x3bc;g of particulate matter (PM) in saline or saline alone as controls. PM was obtained from Sigma (PM10-like ERMCZ100-1VL and ERMCZ120-1VL) and used as a 1:1 mixture. All intranasal administration (20 &#x3bc;l/nostril) was performed under anesthesia (i.p.) with ketamine (Yuhan)/xylazine (Rompun, BAYER) solution, as described (<xref ref-type="bibr" rid="B21">21</xref>).</p>
</sec>
<sec id="s2_3">
<title>Mouse Models of Chronic HDM/PM-Induced Allergic Asthma</title>
<p>We used a previously described house dust mite (HDM)-induced mouse asthma model with minor modification (<xref ref-type="bibr" rid="B25">25</xref>). HDM (<italic>Dermatophagoides pteronyssinus</italic>) extracts were purchased from Greer laboratories. Mice were intranasally administered with 20 &#x3bc;g of HDM daily for 4 days and challenged again with 20&#xa0;&#x3bc;g of HDM for 4 days later. Fine dust was administered <italic>via</italic> the intranasal route with 250 &#x3bc;g of PM.</p>
</sec>
<sec id="s2_4">
<title>Parabiosis</title>
<p>Five-week-old B6 CD45.1/2 and CD45.2/2 female mice were joined together by parabiosis for 2 or 7 weeks, as previously described (<xref ref-type="bibr" rid="B11">11</xref>). Weight-matched mice were anesthetized and shaved. An incision was made along the side of each mouse and the skin was connected using surgical clips.</p>
</sec>
<sec id="s2_5">
<title>Flow Cytometry and Antibodies</title>
<p>Single-cell suspensions were isolated and stained with fluorescein-conjugated antibodies. For cytokine detection experiments, lymphocytes were stimulated with Cell Stimulation Cocktail and protein transport inhibitors (eBioscience) for 4 hours. Cells were washed twice in FACS buffer and stained with surface markers for 30&#xa0;min at 4&#xb0;C. For intracellular staining, single-cell suspensions were surface-stained, fixed, and permeabilized with the eBioscience Foxp3 staining buffer set. Following antibodies were used; anti-CD4-BUV395 (BD, GK1.5), anti-CD8&#x3b1;-BV650 (BD, 53-6.7), anti-SiglecF-PE (BD, E50-2440), anti-CD11b-PerCP-Cy5.5 (BD, M1/70), anti-CD11c-PE-Cyanine7 (eBioscience, N418), anti-TCR&#x3b2;-PE-CF594 (BD, H57-597), anti-Ly6G-APCCy7 (BD, IA8), anti-CD45.2-BV605 (BD, 104), anti-B220-BV711 (BD, RA3-6B2), anti-CD8-BV510 (BD, 53-6.7), anti-CD44-redFluor 710 (TONBO, IM7), anti-TCR&#x3b2;-APCCy7 (BD, H57-597), anti-CD11c-BV650 (BD, HL3), anti-Thy1.2-BV786 (BD, 53-2.1), anti-GL3-BV421 (BD, GL3), anti-CD45.2-BV650 (Biolegend, 104), anti-CD11c-BV711 (BD, HL3), anti-GATA3-PE (ebioscience, TWAJ), anti-Tbet-PE-Cyanine7 (eBioscience, 4B10), anti-ROR&#x3b3;-PE-CF594 (BD, Q31-378), anti-PLZF- Alexa Fluor 647 (BD, R17-809), Zombie-Aqua (Biolegend), anti-ROR&#x3b3;t- PerCP-Cy5.5 (BD, Q31-378), anti-IL-17A-BV650 (BD, TC11-18H10), anti-IFN&#x3b3;-BV786 (BD, XMG1.2), anti-CD11b-BV711 (BD, M1/70), anti- IFN&#x3b3;-PE (Invitrogen, XMG1.2), anti-proIL-1&#x3b2;- PE-Cyanine7 (Invitrogen, NJTEN3), anti-CD11c-APC (Invitrogen, N418), anti- CD121a (IL-1R, Type I/p80)-PE (Biolegend, JAMA-147), anti-IFN&#x3b3;-BV421 (BD, XMG1.2), anti-GL3- PE-CF594 (BD, GL3), anti-CD24-BV605 (Biolegend, M1/69), anti-&#xa0;V&#x3b3;2 TCR-BV786 (BD, UC3-10A6), anti-CD23p19-Alexa Fluor 488 (Invitrogen, fc23cpg), anti-Ki-67- PerCP-eFluor 710 (Invitrogen, SolA15), anti-GL3-PE (BD, GL3), anti-IL-17F- Alexa Fluor 488 (Biolegend, 9D3.1C8), anti-V&#x3b3;1.1 TCR-BV421 (BD, 2.11), anti- V&#x3b3;1.1+ V&#x3b3;1.2 TCR-PE (Biolegend, 4B2.9), anti-V&#x3b3;3 TCR-BV510 (BD, 536), anti-CD45.1- Pacific Blue (Biolegend, A20), anti-CD3-APCCy7 (BD, 145-2C11), anti-V&#x3b4;6.3/2 TCR (BD, 8F4H7B7). 17D1 hybridoma (anti-V&#x3b3;6 antibody) and biotinylated anti-V&#x3b3;7 antibody was used as previously described (<xref ref-type="bibr" rid="B21">21</xref>). Cells were analyzed on an LSR (Foretessa BD Biosciences) and data were processed using FlowJo software (Tree Star).</p>
</sec>
<sec id="s2_6">
<title>Tetramers and Cell Enrichment</title>
<p>Biotinylated PBS57 loaded CD1d monomers and 5-OP-RU loaded MR1 monomers were obtained from the tetramer facility of the US National Institutes of Health (NIH). Biotinylated monomers were tetramerized using streptavidin-phycoerythrin (PE) (Prozyme), streptavidin-allophycocyanin (APC) (Prozyme), and streptavidin-PE-Cy7 (BD). For simultaneous enrichment of NKT, MAIT, and &#x3b3;&#x3b4; T cells, single cell suspensions of lung were stained with PBS57-CD1d PE-Cy7, 5-OP-RU-MR1 PE, and anti-TCR&#x3b3;&#x3b4; (GL3) PE-TR and enriched with anti-PE microbeads (Miltenyi) according to the manufacturer&#x2019;s instructions.</p>
</sec>
<sec id="s2_7">
<title>Cell Preparation</title>
<p>Mice were sacrificed at the indicated time points and BAL fluids were collected in 1 mL PBS. To remove circulating cells, 15&#xa0;ml of PBS was injected into the heart after incision of the abdominal aorta. Harvested lung tissues were minced by McIlwain Tissue Chopper and digested in 5 mL of RPMI-1640 containing collagenase D (400 Mandl Units; ROCHE) and DNase I (1 mg/ml; 9003-98-9) on a shaker at 37&#xb0;C for 45min, followed by filtration through a 70 &#x3bc;m strainer and 40%, 70% Percoll (Merck) gradient centrifugation (20&#xa0;min at 2,000 rpm at room temperature). To isolate LP cells from the intestine, we followed previous report (<xref ref-type="bibr" rid="B26">26</xref>). Single-cell suspensions were prepared and separated by Percoll gradient centrifugation. Adipose tissues were minced and digested with collagenase type IV (100 units, Gibco) and collagenase D (400 Mandl Units, ROCHE) on a shaker at 37&#xb0;C for 45min. The ears were excised and cut into small pieces. The ear epithelial cell layer was removed by vigorous stirring in PBS containing 3% FBS, 20 mM HEPES, 100 U/ml penicillin, 100 &#x3bc;g/ml streptomycin, 1 mM sodium pyruvate, and 10 mM EDTA at 37&#xb0;C for 20&#xa0;min. The tissue samples were then digested in PRMI containing collagenase type V (1 mg/ml, Sigma) at 37&#xb0;C for 45&#xa0;min. Total cells were counted using a VI-CELL Cell Viability Analyzer (BECKMAN COULTER) and stained for FACS analysis.</p>
</sec>
<sec id="s2_8">
<title>IL-1&#x3b2; Cytokine Measurement</title>
<p>For intracellular cytokine staining of proIL-1&#x3b2;, single cells were primed with lipopolysaccharide (LPS, 10 ng/ml; Sigma) for 2 hours in 10% FBS and 1x penicillin and streptomycin (P/S) containing RPMI media, as previously described (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). Cells were co-incubated with 1x Monensin (Biolgened, 420701) and 1x Brefeldin A (Sigma). Intracellular cytokine staining was surface stained, fixed with IC fixation buffer (eBioscience), and permeabilized with the staining buffer (eBioscience).</p>
</sec>
<sec id="s2_9">
<title>Immunofluorescence</title>
<p>Immunofluorescence staining was performed as described previously (<xref ref-type="bibr" rid="B29">29</xref>), with modifications. Briefly, tissues were fixed with 4% paraformaldehyde (PFA) for 1 hour and snap frozen. Five micrometer tissue sections were blocked with 5% bovine serum albumin and goat sera (Jackson Laboratory) for 1 hour at 25&#xb0;C and stained with antibodies. Images were obtained using Leica DM6B with THUNDER system.</p>
</sec>
<sec id="s2_10">
<title>Statistical Analysis</title>
<p>Prism software (GraphPad, Version 8.4.2) was used for statistical analysis, and all data were represented as mean &#xb1; SD. Unpaired two-tailed <italic>t</italic>-tests and one-way ANOVAs were used for data analysis and the generation of <italic>P</italic> values. <italic>P</italic> &lt; 0.05 was considered significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Peripheral Homeostasis of T&#x3b3;&#x3b4;17 Cells Is Dependent on Commensal Microbiome</title>
<p>To analyze &#x3b3;&#x3b4; T cells systematically, we used a combination of transcription factors and surface markers as previously described (<xref ref-type="bibr" rid="B21">21</xref>), and newly defined na&#xef;ve &#x3b3;&#x3b4;T (T&#x3b3;&#x3b4;N) cells as PLZF<sup>lo/-</sup>ROR&#x3b3;t&#xa0;<sup>&#x2013;</sup> Tbet <sup>&#x2013;</sup> CD44<sup>lo</sup> cells in the thymus (<xref ref-type="fig" rid="f1">
<bold>Figure 1A</bold>
</xref>, upper panels). We further analyzed TCR V&#x3b3; usage using a panel of antibodies specific for TCR V&#x3b3;1, V&#x3b3;1/2, V&#x3b3;4, V&#x3b3;5, V&#x3b3;6, and V&#x3b3;7 in a single staining panel. In this way, we analyzed &#x3b3;&#x3b4; T cells in the thymus and periphery, and phenotyped different subsets of &#x3b3;&#x3b4; T cells with different TCR V&#x3b3; chain usages, except TCR V&#x3b3;3, which is a pseudogene.</p>
<fig id="f1" position="float">
<label>Figure 1</label>
<caption>
<p>Peripheral homeostasis of T&#x3b3;&#x3b4;17 cells is dependent on commensal microbiome. <bold>(A)</bold> FACS gating strategy is shown for analysis of V&#x3b3; TCR repertoire of each subset of &#x3b3;&#x3b4; T cells in thymus, lung, IEL and ear of B6 mice. <bold>(B&#x2013;E)</bold> Single cell suspensions of indicated organs from SPF and GF (6-week-old) C57BL/6 (B6) mice were analyzed by flow cytometry. Thymus is gated on CD24<sup>low</sup> cells. Numbers indicate frequencies of cells in adjacent gates. <bold>(B)</bold> Bar graphs show mean frequencies of T&#x3b3;&#x3b4;17, T&#x3b3;&#x3b4;2, T&#x3b3;&#x3b4;1, na&#xef;ve &#x3b3;&#x3b4; T (T&#x3b3;&#x3b4;N), and dendritic epidermal T cells (DETC) cells among total &#x3b3;&#x3b4; T cells and CD24<sup>low</sup> cells (thymus). <bold>(C, D)</bold> Graphs show statistical analysis of absolute numbers of T&#x3b3;&#x3b4;17 cells in indicated tissues <bold>(C)</bold> and T&#x3b3;&#x3b4;2 cells in the thymus <bold>(D)</bold>. Numbers indicate <italic>P</italic> values. Representative dot plots show T&#x3b3;&#x3b4;2 cells in the thymus. <bold>(E)</bold> Pie charts show mean frequencies of each V&#x3b3; TCRs among total T&#x3b3;&#x3b4;17 cells. Numbers indicate fold changes. Pooled data from at least three independent experiments are shown (N = 3 ~ 14). Each dot represents an individual mouse and horizontal bars show mean values. Data are presented as mean &#xb1; SD. U.D, undetected. Unpaired two-tailed <italic>t</italic>-test was used. <italic>*P &lt; 0.05, **P &lt; 0.01.</italic> SPF, specific pathogen free; GF, germ-free; SPL, Spleen; SI-LP, small intestinal lamina propria; PLN, peripheral lymph node; THY, thymus; MLN, mesenteric lymph node; IEL, intraepithelial lymphocytes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-645741-g001.tif"/>
</fig>
<p>As previously reported (<xref ref-type="bibr" rid="B30">30</xref>), T&#x3b3;&#x3b4;17 cells mainly consist of PLZF<sup>lo</sup>V&#x3b3;4<sup>+</sup> and PLZF<sup>int</sup>V&#x3b3;6<sup>+</sup> cells both in the thymus and periphery, including the lung and skin (<xref ref-type="fig" rid="f1">
<bold>Figure 1A</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 1</bold>
</xref>). In the thymus, all subtypes of &#x3b3;&#x3b4; T cells were present and most intraepithelial lymphocytes (IEL) &#x3b3;&#x3b4; T cells were TBET<sup>+</sup> T&#x3b3;&#x3b4;1 cells. The majority of thymic T&#x3b3;&#x3b4;N and T&#x3b3;&#x3b4;1 cells consisted of V&#x3b3;1<sup>+</sup> and V&#x3b3;4<sup>+</sup> cells, whereas more than half of IEL T&#x3b3;&#x3b4;1 cells expressed TCR V&#x3b3;7, indicating that the V&#x3b3; TCR usage of &#x3b3;&#x3b4; T cells varies depending on the tissue type, despite the same effector lineage. As shown in previous studies (<xref ref-type="bibr" rid="B31">31</xref>), in the skin, GL3<sup>hi</sup> dendritic epidermal T cells (DETC) were TCR V&#x3b3;5<sup>+</sup> and GL3<sup>int</sup> dermal &#x3b3;&#x3b4; T cells were ROR&#x3b3;t<sup>+</sup> T&#x3b3;&#x3b4;17 cells expressing TCR V&#x3b3;4 or V&#x3b3;6 (<xref ref-type="fig" rid="f1">
<bold>Figure 1A</bold>
</xref>, lower right panels).</p>
<p>In the thymus and periphery of SPF mice, na&#xef;ve and effector subsets of &#x3b3;&#x3b4; T cells were variably distributed, except T&#x3b3;&#x3b4;2 cells that were exclusively present in the thymus (<xref ref-type="fig" rid="f1">
<bold>Figure 1B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 2</bold>
</xref>). Because &#x3b3;&#x3b4; T cells are affected by commensal microbiome (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B32">32</xref>), we compared their subset distributions between SPF and GF mice (<xref ref-type="fig" rid="f1">
<bold>Figure 1B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 2</bold>
</xref>). Notably, GF condition most prominently affected the numbers and frequencies of T&#x3b3;&#x3b4;17 cells in the lung and small intestinal lamina propria (siLP), in which commensal or foreign micro-organisms are abundant <bold>(</bold>
<xref ref-type="fig" rid="f1">
<bold>Figure 1C</bold>
</xref>
<bold>)</bold>. T&#x3b3;&#x3b4;N and T&#x3b3;&#x3b4;1 cells were also slightly reduced in the spleen, mesenteric lymph node (mLN), and IEL of GF mice compared SPF control. Interestingly, there were decreased numbers of T&#x3b3;&#x3b4;2 cells, but not other subsets in thymi of GF mice <bold>(</bold>
<xref ref-type="fig" rid="f1">
<bold>Figure 1D</bold>
</xref>
<bold>)</bold>, indicating that commensal microbiota affects thymic development of &#x3b3;&#x3b4; T cells. We further investigated the effect of microbiome on V&#x3b3; TCR chain usage; however, there were no noticeable differences in the thymus and periphery between SPF and GF mice (<xref ref-type="fig" rid="f1">
<bold>Figure 1E</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 3</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 1</bold>
</xref>). Overall, these findings indicate that TCR V&#x3b3; repertoire determined in the thymus is not affected by commensal microbiome in the periphery, suggesting that innate signaling rather than TCR engagement by specific antigens regulates the peripheral pool of &#x3b3;&#x3b4; T cells.</p>
</sec>
<sec id="s3_2">
<title>Microbial Colonization of GF Mice Restores Peripheral Pool of T&#x3b3;&#x3b4;17 Cells</title>
<p>Because maternal commensal microbiome affects the fetal immune system (<xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>), we analyzed its effect on the development of T&#x3b3;&#x3b4;17 cells using new-born (day 1) mice, which have a fetal repertoire of &#x3b3;&#x3b4; T cells. The numbers of thymic T&#x3b3;&#x3b4;17 cells were not different between SPF and GF mice at all ages <bold>(</bold>
<xref ref-type="fig" rid="f2">
<bold>Figure 2A</bold>
</xref>
<bold>)</bold>, and there were no substantial differences in their numbers and TCR V&#x3b3; usage of thymic immature T&#x3b3;&#x3b4;17 (CD24<sup>hi</sup> ROR&#x3b3;t<sup>+</sup>) and mature T&#x3b3;&#x3b4;17 (CD24<sup>lo</sup> ROR&#x3b3;t<sup>+</sup>) cells in the neonatal mice <bold>(</bold>
<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures 4A, B</bold>
</xref>
<bold>)</bold>. In 3-week-old pre-weaned GF mice, there was increased usage of TCR V&#x3b3;1 in T&#x3b3;&#x3b4;17 cells compared SPF mice <bold>(</bold>
<xref ref-type="fig" rid="f2">
<bold>Figure 2B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures 4C, D</bold>
</xref>
<bold>)</bold>. In the periphery, V&#x3b3;4<sup>+</sup> or V&#x3b3;6<sup>+</sup> peripheral T&#x3b3;&#x3b4;17 cells were variably decreased in GF mice compared to SPF mice <bold>(</bold>
<xref ref-type="fig" rid="f2">
<bold>Figure 2C</bold>
</xref>
<bold>)</bold>.</p>
<fig id="f2" position="float">
<label>Figure 2</label>
<caption>
<p>Microbial stimulation restores peripheral pool of T&#x3b3;&#x3b4;17 cells. Single cell suspension of indicated organs from SPF, GF and conventionalized GF B6 mice were analyzed by flow cytometry. <bold>(A)</bold> Graph shows statistical analysis of absolute number of thymic T&#x3b3;&#x3b4;17 cells at indicated ages. <bold>(B, C)</bold> Three and six week-old SPF and GF mice were analyzed using flow cytometry. <bold>(B)</bold> Pie charts show mean frequencies of each V&#x3b3; TCR among total T&#x3b3;&#x3b4;17 cells in indicated tissues from SPF and GF 3-week-old B6 mice (N = 3). <bold>(C)</bold> Graphs show statistical analysis of V&#x3b3;6<sup>+</sup> and V&#x3b3;4<sup>+</sup> T&#x3b3;&#x3b4;17 cells in indicated tissues from SPF and GF mice (N = 3). <bold>(D&#x2013;G)</bold> GF mice were conventionalized by co-housing with SPF mice for 6 weeks (ConvGF) and analyzed. <bold>(D)</bold> Experimental scheme is shown. <bold>(E)</bold> Representative dot plots show T&#x3b3;&#x3b4;17 cells in the lung and SI-LP from SPF and ConvGF mice. Graph shows statistical analysis of absolute number of T&#x3b3;&#x3b4;17 cells indicated tissues. <bold>(F)</bold> Representative dot plots show thymic T&#x3b3;&#x3b4;2 cells and graph shows statistical analysis of their absolute numbers. <bold>(G)</bold> Representative dot plots show IEL T&#x3b3;&#x3b4;1 cells and graph shows statistical analysis of their absolute numbers. Numbers indicate frequencies of cells in adjacent gates and each dot represents an individual mouse. Error bars indicate &#xb1; SD. Pooled results from three independent experiments are shown. U.D, undetected. Unpaired two-tailed <italic>t</italic>-test was used. <italic>N.S, not significant</italic>; SPF, specific pathogen free; GF, germ-free; THY, Thymus; SPL, Spleen; PLN, peripheral lymph node; MLN, mesenteric lymph node; SI-LP, small intestinal lamina propria; IEL, intraepithelial lymphocytes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-645741-g002.tif"/>
</fig>
<p>The development of mucosal associated invariant T (MAIT) cells is dependent on the microbiome, and later colonization of GF mice failed to reconstitute their development (<xref ref-type="bibr" rid="B36">36</xref>). We tested this in &#x3b3;&#x3b4; T cells by cohousing 6-week-old GF mice with SPF mice for 6 weeks <bold>(</bold>
<xref ref-type="fig" rid="f2">
<bold>Figure 2D</bold>
</xref>
<bold>)</bold>. However, unlike MAIT cells, in these mice, we observed that not only peripheral T&#x3b3;&#x3b4;17 cells, including the lung and siLP <bold>(</bold>
<xref ref-type="fig" rid="f2">
<bold>Figure 2E</bold>
</xref>
<bold>)</bold>, but also thymic T&#x3b3;&#x3b4;2 <bold>(</bold>
<xref ref-type="fig" rid="f2">
<bold>Figure 2F</bold>
</xref>
<bold>)</bold> and IEL T&#x3b3;&#x3b4;1 <bold>(</bold>
<xref ref-type="fig" rid="f2">
<bold>Figure 2G</bold>
</xref>
<bold>)</bold> cells were all restored to equivalent levels of SPF mice. This features indicate that later colonization of the commensal microbiome is sufficient for the restoration of &#x3b3;&#x3b4; T cells in adulthood.</p>
</sec>
<sec id="s3_3">
<title>T&#x3b3;&#x3b4;17 Cells Are Tissue Resident</title>
<p>&#x3b3;&#x3b4; T cells are generally known to be tissue resident. To better understand the circulating dynamics of each subset of &#x3b3;&#x3b4; T cells in the periphery, we generated a parabiosis model using C57BL/6 congenic mice and analyzed them 2 or 7 weeks later <bold>(</bold>
<xref ref-type="fig" rid="f3">
<bold>Figure 3A</bold>
</xref>
<bold>)</bold>. We first confirmed that 50% of B cells in the LN were from paired parabionts (<xref ref-type="fig" rid="f3">
<bold>Figure 3B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 5A</bold>
</xref>) and analyzed &#x3b3;&#x3b4; T cells. Interestingly, 50% of T&#x3b3;&#x3b4;N cells in most lymphoid and non-lymphoid organs, except thymus and siLP, were derived from paired parabionts, indicating that they are a circulating population similar to B cells. T&#x3b3;&#x3b4;17 cells were mostly tissue resident, especially in fat, ear skin, siLP, and lung. T&#x3b3;&#x3b4;1 cells were also tissue resident, especially in IEL and siLP. Generally, T&#x3b3;&#x3b4;1 cells showed a less tendency of tissue residency compared to T&#x3b3;&#x3b4;17 cells <bold>(</bold>
<xref ref-type="fig" rid="f3">
<bold>Figures 3C, D</bold>
</xref>
<bold>)</bold>. As known that V&#x3b3;5<sup>+</sup> DETCs are only generated during the fetal period and reside in the skin (<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>), 97% of them were tissue resident at 2 and 7 weeks after parabiosis <bold>(</bold>
<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 5</bold>
</xref>
<bold>)</bold>. Therefore, each subset of &#x3b3;&#x3b4; T cells has different residential or circulatory characteristics with some variability depending on the tissues they localize. Consistent with a previous report (<xref ref-type="bibr" rid="B40">40</xref>), we also observed that invariant natural killer T (iNKT) cells, including both NKT1 and NKT17 cells, are tissue resident <bold>(</bold>
<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 6</bold>
</xref>
<bold>)</bold>. However, there was not much difference in their tissue residency between NKT1 and NKT2 cells at the second week of parabiosis, and there were no na&#xef;ve NKT cells. Taken together, unlike previous thoughts, these findings indicate that each subset of &#x3b3;&#x3b4; T cells has unique pattern of tissue residency, that is T&#x3b3;&#x3b4;17 cells are mostly resident in the peripheral tissues compared to T&#x3b3;&#x3b4;1 cells, and T&#x3b3;&#x3b4;N cells are circulating cells.</p>
<fig id="f3" position="float">
<label>Figure 3</label>
<caption>
<p>T&#x3b3;&#x3b4;17 cells are tissue resident. <bold>(A)</bold> Experimental scheme illustrates parabiosis schedules. Five week-old CD45.1/2 and CD45.2/2 congenic B6 mice were underwent parabiosis surgery and analyzed after 2- and 7- weeks. <bold>(B)</bold> Representative dot plots show proportion of resident (CD45.1/2) and circulating (CD45.2/2) B (B220<sup>+</sup>), CD4 T and CD8 T cells in peripheral lymph nodes and T&#x3b3;&#x3b4;N, T&#x3b3;&#x3b4;1 and T&#x3b3;&#x3b4;17 cells in lung. Numbers indicate frequencies of cells in adjacent gates. <bold>(C, D)</bold> Bar graphs show mean frequencies of residential and circulating cells of each cell subset in indicated tissues at 2- <bold>(C)</bold> and 7-weeks <bold>(D)</bold> after parabiosis. Pooled data from three independent experiments using 3 to 5 pairs are shown. <bold>(E, F)</bold> B6 SPF and GF mice were stained with anti-CD45.2 antibody <italic>via</italic> intravenously (i.v.) injection and single cell suspensions of indicated organs were analyzed at 3&#xa0;min after <italic>in vivo</italic> staining. <bold>(E)</bold> Experimental scheme is shown. <bold>(F)</bold> Bar graphs show mean frequencies of intra- and extra- vascular cells of each cell subset in indicated tissues (N = 3). Error bars indicate &#xb1; SD. U.D, undetected. Unpaired two-tailed <italic>t</italic>-test was used. <italic>*P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001.</italic> THY, thymus; SPL, spleen; PLN, peripheral lymph node; MLN, mesenteric lymph node; SI-LP, small intestinal lamina propria; IEL, intraepithelial lymphocytes; BM, bone-marrow, SPF, specific pathogen free; GF, germ-free.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-645741-g003.tif"/>
</fig>
<p>We additionally compared tissue residency of &#x3b3;&#x3b4; T cells using intravascular staining of anti-CD45 antibodies (<xref ref-type="fig" rid="f3">
<bold>Figures 3E, F</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 7</bold>
</xref>) and found no significant differences between SPF and GF mice. Although intravascular staining does not necessarily differentiate tissue resident population as some cells are intravascular resident, this result suggests that the absence of microbiome does not affect circulating tendency of &#x3b3;&#x3b4; T cells.</p>
</sec>
<sec id="s3_4">
<title>Type 17 Innate T Cells Express IL-1R in the Lung</title>
<p>T&#x3b3;&#x3b4;17 cells are activated and rapidly produce IL-17 in response to IL-1 without TCR engagement (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). In the lung, &#x3b3;&#x3b4;&#xa0;T&#xa0;cells express copious amounts of IL-1R and their over activation due to excessive IL-1 leads to poor control of lung adenocarcinoma (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B43">43</xref>). Based on this, we further analyzed the expression pattern of IL-1R in &#x3b3;&#x3b4; T cells and compared it with those in other types of innate T cells such as NKT, MAIT, conventional CD4 T cells, and innate lymphoid cells (ILCs) (<xref ref-type="fig" rid="f4">
<bold>Figures 4A, B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 8</bold>
</xref>). Frequencies of IL-1R expression in type 17 innate T cells including T&#x3b3;&#x3b4;17, NKT17, and MAIT17 cells and in ILC3s were comparable with one another at approximately 60&#x2013;70%, whereas only about 20% of conventional Th17 cells expressed IL-1R. However, the number of IL-1R-expressing cells was highest in T&#x3b3;&#x3b4;17 cells occupying 68% <bold>(</bold>
<xref ref-type="fig" rid="f4">
<bold>Figure 4B</bold>
</xref>
<bold>)</bold>. In addition, pulmonary T&#x3b3;&#x3b4;17 cells expressed the highest level of IL-1R compared to those in thymus, spleen, and mediastinal lymph node (medLN) <bold>(</bold>
<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>
<bold>)</bold>. Together, these findings suggest that T&#x3b3;&#x3b4;17 cells would be the main population that responds to exogenous IL-1 and produces IL-17.</p>
<fig id="f4" position="float">
<label>Figure 4</label>
<caption>
<p>Type 17 innate T cells express IL-1R in the lung. <bold>(A&#x2013;C)</bold> IL-1 receptor (IL-1R) expression was analyzed by flow cytometry on type 17 innate T cells, innate lymphoid cells (ILC3) and T helper (Th17) cells in indicated tissues from B6 SPF adult mice at steady state. <bold>(A)</bold> Representative dot plots show pulmonary IL-1R-expressing T&#x3b3;&#x3b4;17, mucosal associated invariant T (MAIT17), natural killer T (NKT17), ILC3, and Th17 cells. <bold>(B)</bold> Bar graphs show statistical analysis of frequencies and absolute numbers of <bold>(A)</bold>. <bold>(C)</bold> Representative dot plots show PLZF and IL-1R expression of T&#x3b3;&#x3b4;17 cells in indicated tissues. Numbers indicate frequencies of cells in adjacent gates. Data are representative of at least two independent experiments and error bars indicate &#xb1; SD. medLN, mediastinal lymph nodes. Unpaired two-tailed <italic>t</italic>-test and one-way ANOVA was used. <italic>N.S, not significant, *P &lt; 0.05, **P &lt; 0.01, ***P &lt; 0.001</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-645741-g004.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>PM Induces IL-1&#x3b2; Secretion and Acute Neutrophilia <italic>via</italic> T&#x3b3;&#x3b4;17 Cells</title>
<p>To investigate the pathogenic role of IL-1R<sup>+</sup> lung-resident T&#x3b3;&#x3b4;17 cells <italic>in vivo</italic>, we used a mouse model of PM-induced acute airway inflammation. We intranasally administered mice with 250 &#x3bc;g of PM and analyzed at each time points after exposure. Lung epithelial cells are known to produce IL-1&#x3b2; in response to PM (<xref ref-type="bibr" rid="B14">14</xref>) and we further analyzed CD45<sup>+</sup> leukocytes by flow cytometry. The mean fluorescence of intensity of IL-1&#x3b2; was sharply increased, as well as, the number of IL-1&#x3b2;-producing cells was increased after PM exposure <bold>(</bold>
<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 9A</bold>
</xref>
<bold>)</bold>. We analyzed the intracellular IL-1&#x3b2; in the CD45<sup>+</sup> leukocytes using a gating strategy as depicted in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 9B</bold>
</xref> to include T cells, B cells, AM, interstitial macrophages (IM), neutrophils, and other undefined CD11b<sup>+</sup> cells. After 4 hours of PM exposure, AM and neutrophils remarkably produced IL-1&#x3b2; <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figures 5A, B</bold>
</xref>
<bold>)</bold>. Interestingly, the major cellular sources of IL-1&#x3b2; were neutrophils (33%) and CD11b<sup>+</sup> cells (37%) in normal lungs, and neutrophils produced most of IL-1&#x3b2; (approximately 80%) in PM-exposed lungs <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figure 5C</bold>
</xref>
<bold>)</bold>. Consistent with previous reports (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>), we found that PM causes an acute expansion of alveolar macrophages and strong neutrophilia in the airways <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figure 5D</bold>
</xref>
<bold>)</bold>. The kinetics of neutrophil influx was similar to that of alveolar macrophages and peaked at 12 hours after PM administration <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figure 5E</bold>
</xref>
<bold>)</bold>.</p>
<fig id="f5" position="float">
<label>Figure 5</label>
<caption>
<p>PM induces IL-1&#x3b2; secretion and acute neutrophilia <italic>via</italic> T&#x3b3;&#x3b4;17 cells. <bold>(A&#x2013;C)</bold> B6 mice were intranasally administered with 250 &#x3bc;g of PM or PBS and single cell suspensions of lung tissue were analyzed at 4 hours after PM exposure. <bold>(A, B)</bold> Representative dot plots show alveolar macrophages <bold>(A)</bold> and neutrophils <bold>(B)</bold>. Bar graphs show statistical analysis of absolute number of pro-IL-1&#x3b2;-producing cells. <bold>(C)</bold> Pie charts show mean frequencies (proportional to angle) and numbers (proportional to area) of indicated cells among total pro-IL-1&#x3b2;-producing cells. <bold>(D, E)</bold> B6 mice were intranasally administered with 250 &#x3bc;g of PM and analyzed at indicated time points. <bold>(D)</bold> Representative dot plots show alveolar macrophages (AM), neutrophils (NEU) and eosinophils (EO) in broncho-alveolar lavage fluid (BALF) harvested at 12 hours after PM administration. <bold>(E)</bold> Graphs show the numbers of alveolar macrophages and neutrophils at indicated time periods in BALF (N = 2 ~ 4). <bold>(F&#x2013;K)</bold> B6 mice were intranasally administered with 250 &#x3bc;g of PM and mononuclear cells of lung tissue were analyzed at 24 hours after PM exposure. Representative contour plots show IL-17A<sup>+</sup> or IL-17F<sup>+</sup> pulmonary T&#x3b3;&#x3b4;17 <bold>(F)</bold> MAIT17 <bold>(G)</bold> NKT17 <bold>(H)</bold> Th17 <bold>(I)</bold> and ILC3 cells <bold>(J)</bold>. Bar graph shows statistical analysis of frequencies of IL-17A-producing cells. <bold>(K)</bold> Pie charts show mean frequencies (proportional to angle) and numbers (proportional to area) of indicated cells among total IL-17A-producing pulmonary CD45<sup>+</sup> cells. Numbers indicate frequencies of cells in adjacent gates or frequencies in each area <bold>(C, K)</bold>. Each dot represents an individual mouse and error bars indicate &#xb1; SD. Unpaired two-tailed <italic>t</italic>-test was used. <italic>N.S, not significant, *P &lt;0.05, **P &lt; 0.01, ***P &lt; 0.001, ****P &lt; 0.0001.</italic> AM, alveolar macrophage; IM, interstitial macrophage; NEU, neutrophils; EO, eosinophil.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-645741-g005.tif"/>
</fig>
<p>Since IL-17-producing T&#x3b3;&#x3b4;17 cells are associated with neutrophilia in the lung after bacterial or viral infection (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>), we next examined whether PM induces the production of IL-17 from &#x3b3;&#x3b4; T cells. Using a gating strategy as shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 10</bold>
</xref>, we found that the frequencies of IL-17-producing T&#x3b3;&#x3b4;17, MAIT17, and NKT17 cells significantly increased <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figures 5F&#x2013;H</bold>
</xref>
<bold>)</bold>, whereas there were no changes in IL-17 production from Th17 cells and ILC3s <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figures 5I, J</bold>
</xref>
<bold>)</bold> 24 hours after PM exposure. We also confirmed that the total number of IL-17-producing cells was approximately 2.68 times higher in PM-treated lungs compared to that in PBS-treated group (<xref ref-type="fig" rid="f5">
<bold>Figure 5K</bold>
</xref>, pie charts). Notably, we discovered that T&#x3b3;&#x3b4;17 cells produce 75% of IL-17 under both normal and inflammatory conditions <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figure 5K</bold>
</xref>
<bold>)</bold>. PM exposure not only enhanced IL-17 production from T&#x3b3;&#x3b4;17 cells <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figure 5F</bold>
</xref>
<bold>)</bold>, but also expanded their&#xa0;numbers upon its consecutive exposure for 4 days <bold>(</bold>
<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures 11A, B</bold>
</xref>
<bold>)</bold>. However, numbers of T&#x3b3;&#x3b4;1 or T&#x3b3;&#x3b4;N cells were not increased and there were rather decreased IFN&#x3b3; secretion from T&#x3b3;&#x3b4;1 cells <bold>(</bold>
<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures 11C,&#xa0;D</bold>
</xref>
<bold>)</bold>. Taken together, these findings indicate that innate T cells, but not Th17 CD4 T cells or ILC3s, are the source of early IL-17 upon PM exposure.</p>
</sec>
<sec id="s3_6">
<title>Commensal Microbiota Promotes PM-Induced Acute Neutrophilic Airway Inflammation</title>
<p>We showed that homeostasis of T&#x3b3;&#x3b4;17 cells is dependent on commensal microbiomes <bold>(</bold>
<xref ref-type="fig" rid="f1">
<bold>Figures 1</bold>
</xref>, <xref ref-type="fig" rid="f2">
<bold>2</bold>
</xref>
<bold>)</bold>, and PM induces acute neutrophilia with T&#x3b3;&#x3b4;17 expansion <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figure 5</bold>
</xref>
<bold>)</bold>. Therefore, we tested whether GF mice have reduced neutrophilic inflammation upon PM exposure <bold>(</bold>
<xref ref-type="fig" rid="f6">
<bold>Figures 6A, B</bold>
</xref>
<bold>)</bold>. Indeed, GF mice had reduced infiltration of neutrophils and AMs upon PM exposure. Immunofluorescence staining of the lungs revealed that neutrophils clustered together with T&#x3b3;&#x3b4;17 cells around airways in SPF mice and GF mice had less infiltration of these cells <bold>(</bold>
<xref ref-type="fig" rid="f6">
<bold>Figure 6C</bold>
</xref>
<bold>)</bold>. Taken together, these results show that commensal microbiomes regulate neutrophilic inflammation upon PM exposure, which is likely to be mediated by T&#x3b3;&#x3b4;17 cells.</p>
<fig id="f6" position="float">
<label>Figure 6</label>
<caption>
<p>Commensal microbiota promote PM-induced acute neutrophilic airway inflammation. B6 SPF and GF mice were intranasally administered with 250 &#x3bc;g of PM or PBS and analyzed at 12 hours after PM exposure. <bold>(A)</bold> Representative dot plots show neutrophils in broncho-alveolar lavage fluid (BALF). Numbers indicate absolute numbers of cells in adjacent gates. <bold>(B)</bold> Graph shows statistical analysis of absolute number of neutrophils and alveolar macrophages (AMs) in BALF. <bold>(C)</bold> Representative immunohistochemical staining images of lungs from SPF PBS, SPF PM, and GF PM mouse group (N = 3 ~ 5). Each dot represents an individual mouse and horizontal bars show mean values. Data are presented as mean &#xb1; SD. Unpaired two-tailed <italic>t</italic>-test was used. <italic>N.S, not significant</italic>; <italic>*P &lt; 0.05, ****P &lt; 0.0001.</italic> SPF, specific pathogen free; GF, germ-free; PM, particulate matter; AMs, alveolar macrophages.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-645741-g006.tif"/>
</fig>
</sec>
<sec id="s3_7">
<title>T&#x3b3;&#x3b4;17 Cells Promote PM-Induced Acute Pulmonary Neutrophilic Inflammation</title>
<p>To obtain direct evidence that T&#x3b3;&#x3b4;17 cells are associated with the pathogenesis of PM-induced airway inflammation, we investigated and compared the severity of neutrophilic inflammation between B6 wild-type (WT) and TCR&#x3b4;-deficient (<italic>Tcrd <sup>-/-</sup>
</italic>) mice 24 hours after PM administration. We found that <italic>Tcrd <sup>-/-</sup>
</italic> mice showed significantly decreased neutrophilia <bold>(</bold>
<xref ref-type="fig" rid="f7">
<bold>Figures 7A, B</bold>
</xref>
<bold>)</bold> without affecting the frequencies of IL-17-producing MAIT and iNKT cells compared to those of WT mice <bold>(</bold>
<xref ref-type="fig" rid="f7">
<bold>Figures 7C&#x2013;E</bold>
</xref>
<bold>)</bold>. We and others have previously shown that MAIT cells expand in the absence of NKT or &#x3b3;&#x3b4; T cells in the thymus and skin (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Consistent with these findings, the number of MAIT17 cells increased three times in lung of <italic>Tcrd <sup>-/-</sup>
</italic> mice. However, they could not compensate the absence of &#x3b3;&#x3b4; T cells and there was an average 6.7-fold reduction of IL-17-producing cells in the lung after PM exposure <bold>(</bold>
<xref ref-type="fig" rid="f7">
<bold>Figure 7F</bold>
</xref>
<bold>)</bold>. We also confirmed that neutrophilic inflammation was significantly relieved in <italic>Il17a/f</italic>-double knockout mice <bold>(</bold>
<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 12</bold>
</xref>
<bold>)</bold>. Collectively, these findings indicate that T&#x3b3;&#x3b4;17 cells play a major role in acute neutrophilia induced by PM exposure.</p>
<fig id="f7" position="float">
<label>Figure 7</label>
<caption>
<p>T&#x3b3;&#x3b4;17 cells promote PM-induced acute pulmonary neutrophilic inflammation. <bold>(A, C&#x2013;F)</bold> B6 WT and <italic>Tcrd</italic> KO mice were intranasally (i.n.) administered with 250 &#x3bc;g of PM and single cell suspensions of lung tissue were analyzed at 24 hours after PM exposure. <bold>(A)</bold> Representative dot plots are shown after gating CD11b<sup>+</sup> cells. Bar graph shows statistical analysis of absolute numbers of neutrophils and their frequencies among total CD11b<sup>+</sup> cells. <bold>(B)</bold> Mice were (i.n.) administered with 250 &#x3bc;g of and analyzed at 12 hours after PM exposure. Representative hematoxylin-eosin (H&amp;E) stained lung sections are shown (original magnification X200). <bold>(C&#x2013;E)</bold> Representative dot plots show total &#x3b3;&#x3b4; T <bold>(C)</bold>, MAIT <bold>(D)</bold> and NKT <bold>(E)</bold> cells (upper panels) in WT and <italic>Tcrd</italic> KO mice and their IL-17A production (lower panels). Bar graphs show statistical analysis of absolute numbers and frequencies of each IL-17-producing innate T cells. <bold>(F)</bold> Pie charts show mean frequencies (proportional to angle) and numbers (proportional to area) of indicated cells among total IL-17A-producing pulmonary cells. Bar graphs show statistical analysis of absolute numbers of total IL-17-producing cells. Numbers indicate frequencies of cells in adjacent gates <bold>(A, C&#x2013;E)</bold> or area <bold>(F)</bold>. Each dot represents an individual mouse and error bars indicate &#xb1; SD. U.D, undetected. Unpaired two-tailed <italic>t</italic>-test was used. <italic>N.S, not significant, *P &lt; 0.05, **P &lt; 0.01.</italic> EO, eosinophil; NEU, neutrophil.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-645741-g007.tif"/>
</fig>
<p>We further analyzed the effect of &#x3b3;&#x3b4; T cells in a chronic allergic asthma model induced by HDM and PM <bold>(</bold>
<xref ref-type="fig" rid="f8">
<bold>Figure 8A</bold>
</xref>
<bold>)</bold>. Previous reports showed that diesel dust converted allergic asthma from a Th2 to Th17-dominant inflammatory model (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>), and we also found that co-administration of HDM and PM induced the dominant expansion of ROR&#x3b3;t<sup>+</sup> CD4 T cells <bold>(</bold>
<xref ref-type="fig" rid="f8">
<bold>Figure 8B</bold>
</xref>
<bold>)</bold>. In <italic>Tcrd <sup>-/-</sup>
</italic> mice, however, there was no decreased infiltration of neutrophils or other immune cells <bold>(</bold>
<xref ref-type="fig" rid="f8">
<bold>Figures 8C, D</bold>
</xref>
<bold>)</bold>, indicating that &#x3b3;&#x3b4; T cells do not influence the chronic model of Th17-dominant inflammation.</p>
<fig id="f8" position="float">
<label>Figure 8</label>
<caption>
<p>T helper 17 cells function as the main effector cells in PM-induced chronic pulmonary inflammatory condition. B6 WT and <italic>Tcrd <sup>-/-</sup>
</italic> mice were intranasally sensitized and challenged with 20 &#x3bc;g of HDM (<italic>Dermatophagoides pteronyssinus</italic>). Mice were administered with 250 &#x3bc;g of PM at day 8-11 and 15-18, and sacrificed at day 20. <bold>(A)</bold> Experimental scheme of HDM/PM-induced chronic allergic asthma is shown. <bold>(B)</bold> Representative contour plots show pulmonary CD4<sup>+</sup> T cells. Bar graphs show statistical analysis of their absolute numbers. <bold>(C)</bold> Representative dot plots show eosinophils and neutrophils in BALF harvested at day 20. Bar graphs show statistical analysis of absolute numbers of eosinophils and neutrophils. <bold>(D)</bold> Bar graph shows statistical analysis of absolute numbers of total CD45.2<sup>+</sup>, alveolar macrophages, CD4 and CD8 T cells in BALF at day 20. Numbers indicate frequencies of cells in adjacent gates. Each dot represents an individual mouse and error bars indicate &#xb1; SD. Unpaired two-tailed <italic>t</italic>-test was used. <italic>N.S, not significant</italic>; EO, eosinophil; NEU, neutrophil; AM, alveolar macrophage.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-12-645741-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In this study, we found that the commensal microbiome mainly regulates the peripheral homeostasis of T&#x3b3;&#x3b4;17 and thymic T&#x3b3;&#x3b4;2 cells. We categorized &#x3b3;&#x3b4; T cells in the thymus and peripheral tissues according to transcription factors and surface marker expression, as T&#x3b3;&#x3b4;N, T&#x3b3;&#x3b4;1, T&#x3b3;&#x3b4;2, and T&#x3b3;&#x3b4;17 cells. By using 6 different anti-TCR&#x3b3; antibodies, we analyzed TCR&#x3b3; usage in each subset and compared them between SPF and GF mice. In 3-week-old GF mice, we found that the proportion of V&#x3b3;1 usage increased whereas V&#x3b3;6 usage decreased <bold>(</bold>
<xref ref-type="fig" rid="f2">
<bold>Figure 2B</bold>
</xref>
<bold>)</bold>. Unlike the previous notion that &#x3b3;&#x3b4; T cells reside in tissues, we found that &#x3b3;&#x3b4; T cells have different residential/circulating phenotypes for each subset and their localization. In particular, T&#x3b3;&#x3b4;N cells exhibit a circulating phenotype, while T&#x3b3;&#x3b4;1 and T&#x3b3;&#x3b4;17 cells reside in tissues, especially in lungs and siLP, where they constantly encounter environmental components and microbial antigens. These results suggest that tissue-resident T&#x3b3;&#x3b4;17 cells can rapidly induce an immune response in inflammatory conditions.</p>
<p>Given the importance of IL-1/IL-1 receptor (IL-1R) signaling in the activation of T&#x3b3;&#x3b4;17 cells (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>), we showed that type 17 innate T cells and ILC3s express higher levels of IL-1R than conventional CD4 T cells in the lung <bold>(</bold>
<xref ref-type="fig" rid="f4">
<bold>Figures 4A, B</bold>
</xref>
<bold>)</bold>. Among IL-1R-expressing cells, pulmonary T&#x3b3;&#x3b4;17 cells were the majority and expressed higher levels of IL-1R than those in other tissues <bold>(</bold>
<xref ref-type="fig" rid="f4">
<bold>Figure 4C</bold>
</xref>
<bold>)</bold>. These features suggest that T&#x3b3;&#x3b4;17 cells produce IL-17 most effectively in response to IL-1 signaling in lungs compared to those in other tissues. To define the pathological role of pulmonary T&#x3b3;&#x3b4;17 cells, we used a mouse model of PM-induced acute airway inflammation and HDM/PM-induced chronic allergic asthma. As previously described (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>), we showed that PM significantly aggravate neutrophilic inflammation in the airways and induce the production of IL-1&#x3b2; <bold>(</bold>
<xref ref-type="fig" rid="f5">
<bold>Figures 5A&#x2013;E</bold>
</xref>
<bold>)</bold> signaling to lung-resident IL-1R<sup>+</sup> T&#x3b3;&#x3b4;17 cells. In mice deficient for &#x3b3;&#x3b4; T cells (<italic>Tcrd <sup>-/-</sup>
</italic> mice) and IL-17 (<italic>Il17a/f <sup>-/-</sup>
</italic> mice), acute neutrophilic inflammation was significantly relieved (<xref ref-type="fig" rid="f7">
<bold>Figure 7</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 12</bold>
</xref>). However, there were no noticeable differences in allergic immune responses between WT and <italic>Tcrd <sup>-/-</sup>
</italic> mice under chronic allergic conditions <bold>(</bold>
<xref ref-type="fig" rid="f8">
<bold>Figure 8</bold>
</xref>
<bold>)</bold>. We speculate that this might be due to the efficient development of Th17 CD4 T cells that replace the requirement of T&#x3b3;&#x3b4;17 cells in the chronic phase.</p>
<p>Previous report showed that TLR ligands driven from microbiome can stimulate the production of IL-1&#x3b2;, leading to proliferation and activation of lung-resident &#x3b3;&#x3b4; T cells thereby further augment inflammatory responses (<xref ref-type="bibr" rid="B8">8</xref>). Other studies also suggested that commensal microbiomes are required to maintain IL-1R1<sup>+</sup> T&#x3b3;&#x3b4;17 cells (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B32">32</xref>). Thus, these findings suggest that the commensal microbiota can orchestrate the maintenance of peripheral &#x3b3;&#x3b4; T cells by stimulating TLR ligands and IL-1&#x3b2; production.</p>
<p>Although the relationship between the commensal microbiome and immune system has been extensively studied, there are only a few studies on the effect of microbiota on the development of &#x3b3;&#x3b4; T cells (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). Nonetheless, the use of multiple T&#x3b3;&#x3b4; subsets with microbiome-related variations has not been addressed. Here, we identified that even though the commensal microbiota regulates the development of &#x3b3;&#x3b4; T cells, there are not much different V&#x3b3; TCR repertoires between SPF and GF mice, except for the 3-week-old GF mice. We have previously observed that V&#x3b3;1<sup>+</sup> cells expand in SPF V&#x3b3;4/6 KO mice with undefined mechanism (<xref ref-type="bibr" rid="B21">21</xref>). Based on this, we speculate that the expanded V&#x3b3;1<sup>+</sup> cells in 3-week-old GF mice might be due to the defective development of T&#x3b3;&#x3b4;17 cells with TCR V&#x3b3;4 or V&#x3b3;6. However, further investigation is required to define the molecular and cellular mechanisms of V&#x3b3; TCR plasticity.</p>
<p>We unexpectedly found that intestinal T&#x3b3;&#x3b4;N and T&#x3b3;&#x3b4;1 cells have unique properties that they have fewer V&#x3b3;1<sup>+</sup> cells compared to those of other tissues <bold>(</bold>
<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures 3A, B</bold>
</xref>
<bold>)</bold>. In addition, T&#x3b3;&#x3b4;N cells in only siLP showed tissue-resident property <bold>(</bold>
<xref ref-type="fig" rid="f3">
<bold>Figures 3C, D</bold>
</xref>
<bold>)</bold>, suggesting that specialized gut environments, such as microbial community or metabolite dynamics, might influence their tissue residency. Interestingly, we found that the V&#x3b3; TCR usage of T&#x3b3;&#x3b4;N exhibited similar patterns to that of peripheral T&#x3b3;&#x3b4;1 cells, which is mainly composed of V&#x3b3;1<sup>+</sup> and V&#x3b3;4<sup>+</sup> cells except in siLP <bold>(</bold>
<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure 3A&#x2013;B</bold>
</xref>
<bold>)</bold>. These findings suggest the possibility that circulating T&#x3b3;&#x3b4;N cells differentiate into T&#x3b3;&#x3b4;1 cells in the tissue.</p>
<p>Unlike MAIT cells, we showed that later exposure of microbial stimulation is sufficient for peripheral expansion and maintenance of &#x3b3;&#x3b4; T cells. Thymic development of &#x3b3;&#x3b4; T cells, except T&#x3b3;&#x3b4;2 cells, was not affected by the microbiota, whereas mature MAIT cells are absent in the GF thymus (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B46">46</xref>). It is possible that there is a specific time window for thymic development of MAIT cells and later colonization is not sufficient to restore it. In contrast, iNKT cells were not affected at all in the thymus and periphery of GF mice (<xref ref-type="bibr" rid="B47">47</xref>, <xref ref-type="bibr" rid="B48">48</xref>), suggesting that innate T cells recognize different types of antigens for their thymic development and peripheral expansion, which requires further investigation. Unlike previously report (<xref ref-type="bibr" rid="B11">11</xref>), we observed only marginal difference of hepatic T&#x3b3;&#x3b4;17 cells between SPF and GF mice (<italic>P</italic> = 0.051). Since hepatic &#x3b3;&#x3b4; T cells are dependent on gut microbiota, we speculate that this difference is due to the different gut microbiomes of different animal facilities.</p>
<p>In this study, we used ERM-CZ-100 and ERM-CZ120 as clinically relevant air pollutants (Sigma, PM10-like, i.e., &lt; 10 um median aerodynamic diameter). Although the composition of PM varies from source to source, our study is consistent with previous reports on PM-induced neutrophilic inflammation (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). Here we show that PM induces acute airway inflammation by recruiting IL-1&#x3b2;-producing neutrophils, which activate IL-17-producing IL-1R<sup>+</sup> T&#x3b3;&#x3b4;17 cells. This is consistent with previous report (<xref ref-type="bibr" rid="B49">49</xref>) and we speculate that T&#x3b3;&#x3b4;17 cells secrete IL-17, which recruits additional neutrophils to the site of inflammation, thus providing more IL-1&#x3b2; by feed-forward circuit.</p>
<p>In conclusion, our study has identified a crosstalk between the commensal microbiota and lung-resident T&#x3b3;&#x3b4;17 cells, and provided a mechanistic insight into PM-induced acute neutrophilia. These findings suggest that targeting &#x3b3;&#x3b4; T cells could be a new therapeutic strategy for acute lung injury dominated by neutrophilic inflammation.</p>
</sec>
<sec id="s5">
<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, to any qualified researcher.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by Institutional Animal Care and Use Committee of POSTECH.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>CY designed and performed experiments. D-IK performed parabiosis surgery. MK performed immunofluorescence. S-HI provided research interpretation. CY and YL analyzed data and wrote the manuscript. YL conceptualized the research. 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 supported by the National Research Foundation of Korea NRF-2019R1F1A1059237 (to YL) and the Korea Global PhD Fellowship Program (KGPF) NRF-2016H1A2A1908163 (to CY) funded by the Korean Ministry of Science Information/Communication Technology.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>S-HI is the CEO of the ImmunoBiome.</p>
<p>The remaining 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>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank Dr. Robert E.Tigelaar (Yale University, USA) and Pablo Pereira (Institut Pasteur, France) for providing 17D1 hybridoma and biotinylated anti-V&#x3b3;7, respectively.</p>
</ack>
<sec id="s10" 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.2021.645741/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2021.645741/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
<supplementary-material xlink:href="Table_1.xlsx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
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