<?xml version="1.0" encoding="UTF-8"?>
<!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. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2021.754770</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Topical Application of Temperature-Sensitive Gel Containing Caerin 1.1 and 1.9 Peptides on TC-1 Tumour-Bearing Mice Induced High-Level Immune Response in the Tumour Microenvironment</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ni</surname>
<given-names>Guoying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1031540"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Xiaosong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1006380"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Hejie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1031332"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fogarty</surname>
<given-names>Conor E.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Shu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Pingping</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Xiaolian</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wei</surname>
<given-names>Ming Q.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/934361"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Chen</surname>
<given-names>Guoqiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/590169"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Ping</given-names>
</name>
<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/1252050"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Wang</surname>
<given-names>Tianfang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/611383"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Cancer Research Institute, First People&#x2019;s Hospital of Foshan</institution>, <addr-line>Foshan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Genecology Research Centre, University of the Sunshine Coast</institution>, <addr-line>Maroochydore DC, QLD</addr-line>, <country>Australia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Menzies Health Institute Queensland, Griffith University</institution>, <addr-line>Gold Coast, QLD</addr-line>, <country>Australia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>The First Affiliated Hospital/School of Clinical Medicine of Guangdong Pharmaceutical University </institution>, <addr-line>Guangzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>School of Science, Technology and Engineering, University of the Sunshine Coast</institution>, <addr-line>Maroochydore DC, QLD</addr-line>, <country>Australia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Qingxin Mu, University of Washington, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Pamela Bond Cassidy, Oregon Health and Science University, United States; Payam Zarrintaj, University of Montana, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Guoqiang Chen, <email xlink:href="mailto:chengq@fsyyy.com">chengq@fsyyy.com</email>; Ping Zhang, <email xlink:href="mailto:p.zhang@griffith.edu.au">p.zhang@griffith.edu.au</email>; Tianfang Wang, <email xlink:href="mailto:twang@usc.edu.au">twang@usc.edu.au</email> </p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Cancer Molecular Targets and Therapeutics, a section of the journal Frontiers in Oncology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>11</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>11</volume>
<elocation-id>754770</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Ni, Liu, Li, Fogarty, Chen, Zhang, Liu, Wu, Wei, Chen, Zhang and Wang</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Ni, Liu, Li, Fogarty, Chen, Zhang, Liu, Wu, Wei, Chen, Zhang and Wang</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>The development of topical cream drugs that increase the immune activation of tumour-infiltrating lymphocytes against tumour and chronic viral infection-associated lesions is of great immunotherapeutic significance. This study demonstrates that the topical application of a temperature-sensitive gel containing caerin 1.1 and 1.9 peptides reduces nearly 50% of the tumour weight of HPV16 E6/E7-transformed TC-1 tumour-bearing mice <italic>via</italic> improving the tumour microenvironment. Confocal microscopy confirms the time-dependent penetration of caerin 1.9 through the epidermal layer of the ear skin structure of mice. Single-cell transcriptomic analysis shows that the caerin 1.1/1.9 gel expands the populations with high immune activation level and largely stimulates the pro-inflammatory activity of NK and dendritic cells. Closely associated with INF&#x3b1; response, <italic>Cebpb</italic> seems to play a key role in altering the function of all <italic>Arg1<sup>hi</sup>
</italic> macrophages in the caerin group. In addition, the caerin gel treatment recruits almost two-fold more activated CD8<sup>+</sup> T cells to the TME, relative to the untreated tumour, which shows a synergistic effect derived from the regulation of S1pr1, <italic>Ccr7</italic>, <italic>Ms4a4b</italic> and <italic>Gimap</italic> family expression. The TMT10plex-labelling proteomic quantification further demonstrates the activation of interferon-alpha/beta secretion and response to cytokine stimulus by the caerin gel, while the protein contents of several key regulators were elevated by more than 30%, such as <italic>Cd5l</italic>, <italic>Gzma</italic>, <italic>Ifit1</italic>, <italic>Irf9</italic> and <italic>Stat1</italic>. Computational integration of the proteome with the single-cell transcriptome consistently suggested greater activation of NK and T cells with the topical application of caerin peptide gel.</p>
</abstract>
<kwd-group>
<kwd>TC-1 tumour</kwd>
<kwd>single cell RNA sequencing</kwd>
<kwd>caerin peptide</kwd>
<kwd>quantitative proteomics</kwd>
<kwd>tumour microenvironment</kwd>
</kwd-group>
<contract-sponsor id="cn001">Foshan Municipal Government<named-content content-type="fundref-id">10.13039/501100003164</named-content>
</contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="119"/>
<page-count count="19"/>
<word-count count="9284"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Among 14 million new cancer cases reported worldwide in 2012, human papillomavirus (HPV) infection-associated cancers accounted for 4.6% of total cancers and nearly 30% of infection-related cancers (<xref ref-type="bibr" rid="B1">1</xref>). High-risk HPV infection is related to a fraction of head-and-neck epithelial carcinoma in both developed and undeveloped countries (<xref ref-type="bibr" rid="B2">2</xref>), whereas the linking between HPV with cancers of the anus, vulva, vagina and penis is evident. Genital warts (condyloma acuminate, venereal warts and anogenital warts) are one of the most common sexually transmitted diseases (STDs) resulting from infection with low-risk HPV, especially HPV6 and 11, which lead to approximately 90% of the cases (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>The introduction of a prophylactic vaccine against HPV infection has greatly reduced the incidence of genital warts (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). However, the prevalence of anogenital warts in the USA has risen for the past 35 years (<xref ref-type="bibr" rid="B9">9</xref>). Topical application of 5% imiquimod cream (Aldara, Loughborough, UK), podophyllotoxin or sinecatechin/polyphenon E is recommended as a first-line treatment for genital warts, with subsequent physical or chemical ablation recommended for larger warts (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Imiquimod is known to induce the secretion of proinflammatory cytokines (<xref ref-type="bibr" rid="B11">11</xref>), including interferon-alpha (<xref ref-type="bibr" rid="B12">12</xref>). However, there are significant side effects associated with the topical application of imiquimod, such as erythema, scabbing, itching and burning (<xref ref-type="bibr" rid="B13">13</xref>). Additionally, imiquimod-associated adverse effects at non-application sites were reported, such as fever, vertigo or myalgia, as well as distant inflammatory mucosal reactions (<xref ref-type="bibr" rid="B14">14</xref>). Thus, alternative treatments with minimal side effects have been under investigation.</p>
<p>Many host-defence peptides discovered from skin secretion of different Anura species show broad-spectrum antibacterial and antifungal activities, and the ability to permeabilise mammalian cells (<xref ref-type="bibr" rid="B15">15</xref>). In addition, immunomodulatory, chemoattractant and insulinotropic properties have been characterised from a number of host-defence peptides, making them potent anticancer agents (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). It was postulated that certain cationic &#x3b1;-helical peptides executed their anticancer activity by disruption of the plasma membrane, while some others induced apoptosis <italic>via</italic> the modulation of the key mitochondrial pathway and the binding of the peptides to specific cell surface receptors to subsequently facilitate entry into the cytoplasm was implicated (<xref ref-type="bibr" rid="B19">19</xref>). Isolated from the epidermal secretion of Australian amphibians, <italic>Litoria genus</italic>, caerin 1.1 and 1.9 peptides were found to significantly inhibit the proliferation of TC-1 (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>) and HeLa cells (<xref ref-type="bibr" rid="B22">22</xref>) at the concentrations non-toxic to typical cells. They appeared to stimulate the signalling of TNF&#x3b1;-mediated apoptosis and activate the TCR pathway in HeLa cells (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B23">23</xref>). Caerin 1.1 and 1.9 largely inhibited the growth of TC-1 tumour in mice, and the inhibition required an intact adaptive immune system; in addition, the treatment prolonged the survival time of vaccinated and PD-1 blocked TC-1 tumour-bearing mice significantly (<xref ref-type="bibr" rid="B23">23</xref>). However, the detailed molecular mechanism underpinning the tumour suppressive effect induced by these caerin peptides remains elusive.</p>
<p>Previously, we have developed a temperature-sensitive caerin 1.1 and 1.9 gel (liquid at 4&#xb0;C&#x2013;35&#xb0;C, solid at 37&#xb0;C). The caerin 1.1 and 1.9 gel, but not the control gel, was able to inhibit TC-1 and HeLa cell proliferation <italic>in vitro</italic>. Moreover, the caerin 1.1 and 1.9 gel inhibited TC-1 tumour growth <italic>in vivo</italic>, either through direct injection or, more interestingly, through topical application to subcutaneously transplanted TC-1 tumour (<xref ref-type="bibr" rid="B21">21</xref>). In this study, tumour-infiltrating hematopoietic cells isolated from TC-1 tumour-bearing mice treated with the caerin peptide gel were subjected to scRNA-seq analysis, to reveal the modulation of the tumour-infiltrating cell landscape in the tumour microenvironment (TME) post the treatment. A mass spectrometry-guided quantitative proteomic analysis was performed to investigate the effect of the treatment on the TME at the protein level. Our study provides new insights into the heterogeneity of tumour-infiltrating cells and identifies novel markers to define immune-activating macrophages and dendritic cells. Moreover, the alteration of the developmental process of NK cells and the recruitment of more activated CD8<sup>+</sup> T cells due to the caerin gel treatment are revealed.</p>
</sec>
<sec id="s2">
<title>Results</title>
<sec id="s2_1">
<title>Topical Application of the Caerin Gel Inhibited the Growth of TC-1 Tumour</title>
<p>Tumour-bearing mice were topically treated with the gel containing either caerin 1.1 and 1.9 peptides (molar ratio 1:1; &#x201c;caerin&#x201d;) or a control peptide P3 (&#x201c;control&#x201d;) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>, top). The tumour weights were significantly reduced in the caerin group (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>, bottom). To investigate the mechanism underlying this antitumor activity, the penetration of caerin 1.9 through the skin was assessed using confocal microscopy. At 5 min post the topical application, FITC-labelled P3 was mostly distributed on the epidermal layer (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), while FITC-labelled caerin 1.9 was largely present beneath the basal cell layer with a significantly in-depth distribution (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S1</bold>
</xref>). Additionally, the dynamic trace of green fluorescence in the cross section of the tissues showed that FITC-labelled caerin 1.9 penetrated to more areas under the basal cell layer (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary V1, V2</bold>
</xref>). These results confirm our previous observation that caerin 1.1 and 1.9 are able to penetrate intact skin and lead to the growth inhibition of subcutaneously transplanted TC-1 cells (<xref ref-type="bibr" rid="B21">21</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Topical application of caerin 1.1/1.9 gel on TC-1 tumour-bearing mice and the identification of immune cell populations by single-cell RNA sequencing. <bold>(A)</bold> Timeline of topical application of the gels on the tumours of TC-1-bearing mice (top). Topical application of caerin 1.1/1.9 gel which inhibited TC-1 tumour growth (bottom). C57/BL6 mice were subcutaneously transplanted with 5 &#xd7; 10<sup>5</sup> TC-1 tumour cells. Three days post transplantation, the tumour areas of five mice per group were treated topically with either control peptide (P3) gel or caerin 1.1/1.9 gel daily for 7 days. Mice were sacrificed 2 days after the final treatment for analysis of tumour weights. Data represent the tumour weights of individual mice, and the mean is shown. ns, not significant. Fluorescence microscopy of the penetrations of caerin 1.9 <bold>(B)</bold> or control peptide <bold>(C)</bold> containing gel at 5 min post the topical application on TC-1 tumour. Five microliters of 1 &#xb5;g/&#xb5;l FITC-labelled caerin 1.9 or control peptide was used. <bold>(D)</bold> Schematic diagram of the experimental design (single-cell RNA seq and quantitative proteomics) and data processing. <bold>(E)</bold> t-Stochastic neighbour embedding (t-SNE) representation of aligned gene expression data in single cells extracted from the untreated, the topical application of the gel containing caerin 1.1/1.9 or control of TC-1 bearing mice showing partition into 23 distinct clusters. <bold>(F)</bold> Selected enriched genes used for biological identification of each cluster (scale: log2 fold change). M&#x3a6; represents macrophage; ASPC, adipogenic stem and precursor cell; NK, natural killer cells; cDC, conventional dendritic cell; migDC, migratory dendritic cell; pDC, plasmacytoid dendritic cell; and TAM, tumour-associated macrophage (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 2</bold>
</xref> for the full list of all marker genes detected).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-754770-g001.tif"/>
</fig>
</sec>
<sec id="s2_2">
<title>Single-Cell RNA-Seq Revealed Complex Heterogeneity of Non-Macrophage Cells in the TME</title>
<p>Total viable CD45<sup>+</sup> leukocytes were isolated from the untreated, caerin and control groups (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 1</bold>
</xref>). The unsupervised graph-based clustering method detected a total of 23 distinct cell clusters (cluster &#x201c;0&#x201d; to &#x201c;22&#x201d;) (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1E, F</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Figures S3, S4</bold>
</xref>), and their identities were annotated based on the marker genes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 1</bold>
</xref>). The gene expression data from extracted CD45<sup>+</sup> cells were aligned and projected in a two-dimensional space through t-stochastic neighbour embedding (t-SNE) for the identification of tumour-associated immune cell populations and the differentially expressed genes associated with different groups (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S2</bold>
</xref>). The presence of established canonical marker genes, such as <italic>Nkg7</italic>, <italic>Cd19</italic>, <italic>Fcmr</italic>, <italic>Cd8b1</italic> and <italic>Cd79a</italic>, indicated the identities of lymphocyte lineages. Myeloid cells were supported by the identification of <italic>Cd209a</italic>, <italic>Adgre1</italic>, <italic>Itgax</italic>, <italic>Csf1r</italic>, <italic>Lgals3</italic>, <italic>Cd11c</italic>, <italic>Cd14</italic>, <italic>Cd68</italic>, <italic>Ccr2</italic> and <italic>Ly6c2</italic> (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B25">25</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 2</bold>
</xref>). The expressions of the top 5 marker genes of each cluster were compared, showing a relatively high overlap between clusters 0 and 5 with other clusters, respectively (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S4</bold>
</xref>).</p>
<p>Non-macrophage cells included high populations of monocytes (cluster 1; marker genes: <italic>Ly6a</italic>, <italic>Ly6c2</italic>, <italic>Fcgr1</italic> and <italic>Dpep2</italic>) and natural killer (NK) cells (cluster 5; <italic>Nkg7</italic>, <italic>Gzmk</italic>, <italic>Klrc1</italic> and <italic>Cxcr6</italic>) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1F</bold>
</xref>). Two clusters were detected as neutrophils, i.e., cluster 9 (<italic>Stfa2l1</italic>, <italic>Retnlg</italic>, <italic>S100a9</italic> and <italic>Asprv1</italic>) and cluster 16 (<italic>Serpinb2</italic>, <italic>Ace</italic>, <italic>Cd177</italic> and Ifitm6). B cells (cluster 18; <italic>Cd19</italic>, <italic>Cd79a</italic>, <italic>Fcmr</italic> and <italic>Vperb3</italic>) had a small population. Three populations showed the signature of dendritic cells, including conventional DC type 2 (cDC2) (cluster 7; <italic>Plet1</italic>, <italic>Cd209a</italic>, <italic>Ctnnd2</italic> and <italic>Epcam</italic>) (<xref ref-type="bibr" rid="B26">26</xref>), migratory DCs (migDC) (cluster 20; <italic>Ccl22</italic>, <italic>Bcl2l14</italic>, <italic>Fscn1</italic> and <italic>Cacnb3</italic>) (<xref ref-type="bibr" rid="B27">27</xref>) and plasmacytoid dendritic cells (pDCs) (cluster 21; <italic>Siglech</italic>, <italic>Ccr9</italic>, <italic>Ly6d</italic> and <italic>Pacsin1</italic>) (<xref ref-type="bibr" rid="B26">26</xref>). Moreover, there were three clusters with gene signatures characterising the phenotypes of T cells (clusters 14, 15 and 22). Cluster 14 was assigned to CD4<sup>+</sup>CD25<sup>+</sup> T cells, represented by <italic>Foxp3</italic>, <italic>Ctla4</italic>, <italic>Ikzf2</italic> and <italic>Tnfrsf4</italic>, while cluster 15 corresponded to CD8<sup>+</sup> T cells with the signatures of <italic>Lef1</italic>, <italic>Tcf7</italic>, <italic>Satb1</italic> and <italic>Cd8b1</italic>. CD4<sup>+</sup>CD8<sup>+</sup> T cells had the lowest number of cells, with the marker genes such as <italic>Cd226</italic>, <italic>Klrg1</italic> and <italic>Cxcr6</italic>. Fibroblast (cluster 6; <italic>Nusap1</italic>, <italic>Top2a</italic>, <italic>Pclaf</italic> and <italic>Mki67</italic>) (<xref ref-type="bibr" rid="B28">28</xref>), adipogenic stem and precursor cells (ASPCs) (cluster 11; <italic>Col11a1</italic>, <italic>Plpp3</italic>, <italic>Col6a1</italic> and <italic>Gas1</italic>) (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B29">29</xref>), basal cells (cluster 12; <italic>Ccnb2</italic>, <italic>Cdkn3</italic>, <italic>Hmmr</italic> and <italic>Birc5</italic>) (<xref ref-type="bibr" rid="B30">30</xref>) and osteoclast (Cluster 17; <italic>Oscar</italic>, <italic>Ctsk</italic> and <italic>Mmp9</italic>) (<xref ref-type="bibr" rid="B31">31</xref>) were detected as possible contaminants (also see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 2</bold>
</xref>).</p>
</sec>
<sec id="s2_3">
<title>Caerin Gel Modulated the Functions of <italic>Arg1<sup>hi</sup>
</italic> Tumour-Infiltrating Macrophages to Be More Immune Active</title>
<p>A total of eight M&#x3a6; populations were present. The marker genes of cluster 0, including <italic>Pf4</italic>, <italic>Arg1</italic>, <italic>Pdpn</italic> and <italic>F13a1</italic>, were used to characterise the Arg1B M&#x3a6; in a previous study (<xref ref-type="bibr" rid="B32">32</xref>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 2</bold>
</xref>). Cluster 2 corresponded to a resident-like M&#x3a6; due to the high expression of <italic>Gas6</italic>, <italic>Stab1</italic>, <italic>Mrc1</italic> and <italic>Folr2</italic> (<xref ref-type="bibr" rid="B33">33</xref>). Cluster 3 exhibited mixed cell phenotypes, including proinflammatory M&#x3a6; (<italic>Cxcl10</italic>, <italic>Gbp2</italic> and <italic>Thbs1</italic>), <italic>Ly6c<sup>hi</sup>
</italic> infiltrating M&#x3a6; (<italic>Chil3</italic> and <italic>Plac8</italic>) and dendritic cells (<italic>Rsad2</italic>, <italic>Ifit1</italic>, <italic>Ifit2</italic> and <italic>Ifi205</italic>). Thus, this cluster was labelled as M&#x3a6;/DCs. The significantly high expressions of <italic>MHCII</italic> members, such as <italic>H2-Ab1</italic>, <italic>H2-Aa</italic>, <italic>H2-Eb1</italic> and <italic>H2-DMb1I</italic>, together with <italic>Cd74</italic>, suggested cluster 4 with an <italic>MHCII<sup>hi</sup>
</italic> M&#x3a6; phenotype (<xref ref-type="bibr" rid="B27">27</xref>). Cluster 8 showed marker genes depicting M1 M&#x3a6;-like phenotypes, including <italic>Ccl12</italic> (<xref ref-type="bibr" rid="B34">34</xref>) and <italic>Cx3cr1</italic> (<xref ref-type="bibr" rid="B35">35</xref>), as well as many genes playing roles in cell growth. Arg1A M&#x3a6; was assigned to cluster 10, with the signatures <italic>Arg1</italic>, <italic>Mmp12</italic>, <italic>Mmp13</italic> and <italic>Lgals3</italic> (<xref ref-type="bibr" rid="B32">32</xref>). The marker gene <italic>Ear2</italic> was exclusive to cluster 13; it was thus assigned as <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6; (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Cluster 19 was characterised by M&#x3a6; markers such as <italic>Lyve1</italic>, <italic>Cd209f</italic> and <italic>Cd163</italic>, while the marker gene <italic>Ccl8</italic> was previously identified as the signature for TAM (<xref ref-type="bibr" rid="B38">38</xref>).</p>
<p>The sum of these M&#x3a6;s represented the largest cell population, constituting 55.14% of the total cells in the untreated TC-1 tumour, and a similar fraction in mice treated with caerin (56.39%) or control gel (55.86%) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 2</bold>
</xref>). It appeared that, in comparison to the control group, the caerin gel largely increased the proportions of Res-like M&#x3a6; (by 12.1%) and Arg1A M&#x3a6; (25.1%) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 1</bold>
</xref>  and <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S3C</bold>
</xref>). Notably, the population of Arg1A M&#x3a6; increased by 23.1% in the caerin group compared to the untreated group. The enrichment of TNF&#x3b1; signalling <italic>via</italic> NF-&#x3ba;B and IL-6/JAK/STAT3 signalling in the <italic>Arg1<sup>hi</sup>
</italic> M&#x3a6;s of the control or untreated group, relative to the caerin group, was identified. Both pathways have been found to suppress the anti-tumour immune response in the TME, <italic>via</italic> enhancing proliferation, survival, invasiveness and metastasis of the tumour cells (<xref ref-type="bibr" rid="B39">39</xref>, <xref ref-type="bibr" rid="B40">40</xref>). This suggested that the caerin gel reduced the immunosuppression of <italic>Arg1<sup>hi</sup>
</italic> M&#x3a6;s in the TME of TC-1 tumour.</p>
<p>The average expression of the top five marker genes of each M&#x3a6; population was compared with respect to other genes across all M&#x3a6; cell populations (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). The signature of <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6; and TAMs appeared more exclusive, while the marker genes of Arg1B and <italic>MHCII<sup>hi</sup>
</italic> M&#x3a6; showed certain expressions in other M&#x3a6;s. The correlation among these M&#x3a6;s based on the expression of significantly upregulated genes demonstrated that TAMs correlated least with Arg1B, <italic>Ear2<sup>hi</sup>
</italic> and <italic>MHCII<sup>hi</sup>
</italic> M&#x3a6;s (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Res-like M&#x3a6; was highly correlated with M1 M&#x3a6;, as were <italic>Ear2<sup>hi</sup>
</italic> with <italic>MHCII<sup>hi</sup>
</italic> M&#x3a6;s. The proportions of the eight M&#x3a6;s appeared similar in different groups (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). However, the comparison of normalised cell numbers found significant elevations in Arg1B (fold change, FC = 1.29), Res-like (FC = 1.44), <italic>MHCII<sup>hi</sup>
</italic> (FC = 1.78) and Arg1A M&#x3a6;s (FC = 2.11) in the caerin group, while TAMs were largely reduced to 0.63 and 0.47 with reference to the untreated or control group, respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>). The top 20 enriched biological processes of these M&#x3a6; populations were compared (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 3</bold>
</xref>). Immune response relevant processes, such as immune system process, cellular response to chemical stimulus and response to external stimulus, were highly detected in all M&#x3a6;s, except Res-like and M1 M&#x3a6;s. <italic>MHCII<sup>hi</sup>
</italic> M&#x3a6; played a considerable role in professional antigen processing and presenting.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The modulation of the heterogeneity of macrophages in TC-1 tumour with the topical application of gels. <bold>(A)</bold> Bubble map of top 5 marker gene expression in different macrophage populations, including Arg1B M&#x3a6;, Res-like M&#x3a6;, M&#x3a6;/DCs, <italic>MHCII<sup>hi</sup>
</italic> M&#x3a6;, M1 M&#x3a6;, Arg1A M&#x3a6;, <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6; and TAM. The bubble size represents the ratio of the sum of the expression levels of the marker genes in a certain population to the sum of their expression levels in all cells, while the bubble colour represents the average expression of the marker genes in the cell population. <bold>(B)</bold> Correlation analysis among nine M&#x3a6; populations based on the expressions of marker genes. <bold>(C)</bold> The proportions of different macrophages in untreated, caerin 1.1/1.9 gel and control. <bold>(D)</bold> The comparison of the normalised expression of selected marker genes across nine macrophage populations. <bold>(E)</bold> Gene ontology enrichment analysis of biological processes in eight M&#x3a6; populations in the TC-1 tumour. The top 20 enriched biological processes were compared in terms of <italic>p</italic>-value and gene numbers, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-754770-g002.tif"/>
</fig>
<p>
<italic>Arg1<sup>hi</sup>
</italic> M&#x3a6;s are known to deplete L-arginine locally, to assist wound healing and tissue fibrosis, and have been considered immunosuppressive and tumorigenic in certain tumours (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). <italic>Arg1</italic> was highly expressed in four M&#x3a6; clusters, including M&#x3a6;/DCs, Arg1A, Arg1B and <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6;s (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Projected to a two-dimensional tSNE space, <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6; was distributed more separately from the other three M&#x3a6;s, indicating possible functional specificity (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). M&#x3a6;/DCs had the highest number of total (704) and unique (447) genes significantly upregulated (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>). The KEGG pathway analysis revealed that apoptosis was highly enriched in M&#x3a6;/DCs, Arg1B and <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6;s (<italic>q</italic>-value &lt; 0.0017) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 3</bold>
</xref>). M&#x3a6;/DCs were more enriched with immune response relevant pathways than other M&#x3a6;s, such as chemokine signalling, B cell receptor and TNF signalling. Ferroptosis, autophagy and mitophagy pathways were detected with significance only in Arg1A M&#x3a6;, while <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6; was comparatively more enriched with HIF-1 signalling and glycolysis/gluconeogenesis.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Caerin 1.1/1.9 containing gel modulated the function of <italic>Arg1<sup>hi</sup>
</italic> macrophages. <bold>(A)</bold> Comparison of the normalised expression of <italic>Arg1</italic> in eight M&#x3a6; populations. <bold>(B)</bold> 2D t-SNE distributions of <italic>Arg1<sup>hi</sup>
</italic> M&#x3a6;s, including Arg1B, Arg1A, M&#x3a6;/DCs and <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6;s. <bold>(C)</bold> Venn diagram compares all the marker genes identified in <italic>Arg1<sup>hi</sup>
</italic> M&#x3a6;s. <bold>(D)</bold> Comparison of KEGG pathways enriched (<italic>q</italic>-value &lt; 0.05) in <italic>Arg1<sup>hi</sup>
</italic> M&#x3a6;s. <bold>(E)</bold> GSEA reveals that enrichment of interferon <italic>&#x3b1;</italic> and <italic>&#x3b3;</italic> responses, G2M checkpoint and E2F targets gene sets in Arg1B M&#x3a6;s of the caerin group compared to the control group. <bold>(F)</bold> GSEA reveals that enrichment of MYC targets v2 and interferon <italic>&#x3b1;</italic> response gene sets in Arg1A M&#x3a6;s of the caerin group compared to the control group. The expressions (Log<sub>2</sub> value) of the genes upregulated significantly in Arg1B or Arg1A M&#x3a6;s of the caerin group in comparison to both the untreated and control groups were displayed, respectively (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S5</bold>
</xref> for the GSEA analysis of M&#x3a6;/DCs and <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6;s and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 4</bold>
</xref> for detailed results).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-754770-g003.tif"/>
</fig>
<p>The GSEA analysis found that interferon <italic>&#x3b1;</italic> and <italic>&#x3b3;</italic> responses, G2M checkpoint and E2F targets were most enriched in Arg1B M&#x3a6;s of the caerin group, whereas glycolysis, oxidative phosphorylation, TNF&#x3b1; signalling <italic>via</italic> NF-&#x3ba;B and epithelial&#x2013;mesenchymal transition were most enriched in that of the control group (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3E</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 4</bold>
</xref>). Five macrophage-associated genes, <italic>Fcrls</italic>, <italic>Lars2</italic>, <italic>Ccl4</italic>, <italic>Sgk1</italic> and <italic>Nfkbia</italic>, were upregulated (adj. <italic>p</italic> &lt; 0.05) in the caerin group. MYC targets v2 and INF<italic>&#x3b1;</italic> response became more pronounced in Arg1A M&#x3a6;s (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3F</bold>
</xref>), while the latter was also enriched in M&#x3a6;/DCs (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S5A</bold>
</xref>). The EC value of inflammatory response was similar for the caerin and control groups. INF<italic>&#x3b1;</italic> response was the only pathway enriched in <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6; by the caerin gel (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S5B</bold>
</xref>). Notably, the expression of <italic>Cebpb</italic> was remarkably upregulated in M&#x3a6;/DCs and <italic>Ear2<sup>hi</sup>
</italic> M&#x3a6; of the caerin group.</p>
</sec>
<sec id="s2_4">
<title>Caerin Gel Altered the Heterogeneity and Function of Dendritic Cells</title>
<p>Three DC populations were identified, including cDC2, migDC and pDC. The normalised expressions of the top five marker genes revealed exclusive signatures of migDCs and pDCs, implying distinct phenotypic and functional properties of these two clusters (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Since M&#x3a6;/DCs also showed dendritic cell signatures, such as the high expression of <italic>Thbs1</italic>, <italic>Adam8</italic> and <italic>Ccr2</italic>, it was included in the comparative analysis with the DCs. cDC2s expressed <italic>Tlr1</italic>, <italic>Tlr3</italic>, <italic>Tlr5</italic> and <italic>Tlr6</italic>, while pDCs preferentially expressed <italic>Tlr1</italic>, <italic>Tlr7</italic>, <italic>Tlr9</italic> and <italic>Tlr12</italic>. M&#x3a6;/DCs had higher expressions of <italic>Tlr2</italic>, <italic>Tlr4</italic>, <italic>Tlr5</italic>, <italic>Tlr6</italic>, <italic>Tlr8</italic> and <italic>Tlr13</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). The expression of many TLRs was absent or reduced in migDCs, except for <italic>Tlr13</italic> in the untreated and control groups. Thus, the cDC2s and pDCs should sense and respond to different innate immune stimuli. Genes encoding chemokines, chemokine receptors and cytokines exhibited distinct expression patterns in the three DCs with different treatments (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). cDC2 exclusively expressed <italic>Il1r</italic>, <italic>Il18rap</italic> and <italic>Ifngr1</italic>, whereas migDCs had comparatively increased the expressions of <italic>Mmp25</italic>, <italic>Il15</italic>, <italic>Ccl22</italic>, <italic>Ccl17</italic>, <italic>Ccl5</italic>, <italic>Cx3cl1</italic>, <italic>Ccr7</italic>, <italic>Cxcr5</italic> and <italic>Il15ra</italic>. With respect to pDCs, <italic>Ccl25</italic>, <italic>Ccl4</italic> and <italic>Cxcr3</italic> displayed elevation in the control group. In contrast, caerin gel significantly lowered the expression of <italic>Ccl4</italic>. The expression of several other chemokines and receptors was shared between cDC2s and migDCs, including <italic>Cxcl9</italic>, <italic>Cxcl16</italic> and <italic>Ccr6</italic>, which were absent from pDCs. The unique repertoires of chemokines and chemokine receptors expressed by these three DCs indicated divergent functions modulated by the treatments. The expressions of genes playing roles in antigen processing, such as <italic>Fcer1g</italic>, <italic>Ctss</italic> and <italic>Cd86</italic>, were increased more in cDC2 cells. The enrichment analysis of the KEGG pathway identified Th1, Th2 and Th17 cell differentiation, and C-type lectin receptor signalling pathways significantly represented in cDC2s and migDCs (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Caerin 1.1/1.9 gel induced the function variations in DCs. <bold>(A)</bold> Comparison of the normalised expression of the marker genes in cDC2, migDCs and pDCs, including <italic>Dntt</italic>, <italic>Siglech</italic>, <italic>Sh3bgr</italic>, <italic>Klk1</italic>, <italic>Gm21762</italic>, <italic>Nudt17</italic>, <italic>Strip2</italic>, <italic>Bcl2l14</italic>, <italic>Ccl22</italic>, <italic>Il12b</italic>, <italic>Kit</italic>, <italic>Epcam</italic>, <italic>Cldn1</italic> and <italic>Cd209a</italic>. <bold>(B)</bold> Heatmap of select TLRs, chemokines, cytokines and their receptors for genes differentially expressed between M&#x3a6;/DCs, cDC2s, migDCs and pDCs. <bold>(C)</bold> The KEGG pathways enriched in the marker genes of different DCs. <bold>(D)</bold> The ordering of DC populations along pseudotime in a two-dimensional state-space defined by Monocle3 (left) and developmental states of DCs inferred by pseudotime (right). Cell orders are inferred from the expression of the most dispersed genes across DCs. Each point corresponds to a single cell, and each colour represents a DC population. Cells on the same or neighbouring branches are expected to be more hierarchically related. Pie charts show the proportion of cell clusters at the state when multiple clusters are involved. <bold>(E)</bold> Hierarchy clustering of the gene set with similar expression trends in each state of the trajectory. The horizontal axis is the pseudo-time point (the pseudo-time point gradually increases from left to right), the vertical axis is the gene expression level and different colours indicate the level of gene expression level.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-754770-g004.tif"/>
</fig>
<p>The trajectory analysis revealed five developmental states in these four DC clusters, where M&#x3a6;/DCs emerged at an early pseudotime with a 100% proportion of State-5, as well as on the branch of State-4 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>). It joined cDC2s (8%), migDCs (1%) and pDCs (0.5%) at State-3, which developed into two states with cDC2 contributed to the entire State-1. The migDCs and pDCs only appeared in a branch at a late developmental stage of DCs represented by similar expression patterns of cytokines/chemokines and their receptors (incl. <italic>Ccl3</italic>, <italic>Tlr4</italic>, <italic>Mmp13</italic>, <italic>CCr5</italic> and <italic>Cxcl2</italic>). The three groups showed cell distributions on the entire trajectory (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>). The caerin gel induced an early appearance of State-1 and 4 and slightly expanded State-2 and 3. The marker genes with similar expression patterns along pseudotime were thus clustered to unravel the function of these states and their function (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4E</bold>
</xref>). States-1 and 3 were closely correlated and then hierarchically clustered with State-4, with the high expression of genes related to TNF signalling at late pseudotime, such as <italic>Tnfsf4</italic>, <italic>9</italic>, <italic>10</italic> and <italic>Tnfrsf18</italic>. The genes with antigen-presenting and processing functions were expressed at an early time of State-2 (<italic>Clec4a2</italic>, <italic>Clec4e</italic> and <italic>Clec4d</italic>) and 5 (<italic>Fcgr1</italic> and <italic>Fcgr4</italic>), yet late for State-1 (<italic>Cd86</italic>) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 5</bold>
</xref>).</p>
<p>The caerin group had the highest number of differentially expressed genes in migDCs, compared to the other two groups (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 2</bold>
</xref>). The FC and <italic>p</italic>-values of the top 40 significantly regulated genes were summarised in <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S6A</bold>
</xref>. The upregulation of four genes relevant to the activation of NF-&#x3ba;B signalling was detected, including <italic>Bcl3</italic> (<xref ref-type="bibr" rid="B43">43</xref>), <italic>Tradd</italic> (<xref ref-type="bibr" rid="B44">44</xref>), <italic>Mtdh</italic> (<xref ref-type="bibr" rid="B45">45</xref>) and <italic>Ncoa6</italic> (<xref ref-type="bibr" rid="B46">46</xref>), indicating more pro-inflammatory migDCs in the caerin group. The overall gene expression of the four DCs was compared, which showed that <italic>Ly6a</italic>, <italic>Tmed7</italic>, <italic>H2-Oa</italic>, <italic>Bag1</italic> and <italic>Cebpb</italic> were significantly elevated by the caerin gel (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S6B</bold>
</xref>). The pathways more enriched in the DCs of the caerin group included antigen processing and presentation IL-17, CAMs and MAPK signalling pathways (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S6C</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 5</bold>
</xref>).</p>
</sec>
<sec id="s2_5">
<title>Caerin Gel Stimulated the Functions of NK Cells With Different Phenotypes</title>
<p>The two treatments regulated the expression of genes in NK cells differently compared to the untreated group; the top five maker genes of the caerin group included <italic>Tnfaip3</italic>, <italic>Phf20l1</italic>, <italic>Hnrnpab</italic>, <italic>Cdkn1B</italic> and <italic>Gnas</italic> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S6A</bold>
</xref>). A total of seven NK subpopulations (C0 to C6) were identified (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). The subpopulation C0 and C5 of the caerin group showed higher proportions and were enriched in immune response-relevant pathways, such as T cell receptor signalling, cytokine&#x2013;cytokine receptor interaction and Th17 cell differentiation (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S6B</bold>
</xref>). C0 was characterised by the marker genes <italic>Cd4</italic> (<xref ref-type="bibr" rid="B47">47</xref>), <italic>Cd40lg</italic> (<xref ref-type="bibr" rid="B48">48</xref>) and <italic>Icos</italic> (<xref ref-type="bibr" rid="B49">49</xref>) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>), which represented the phenotype of active NK cells (C0_ActiNK). The C1 displayed significantly higher expressions of <italic>Gzma</italic>, <italic>Gzmk</italic>, <italic>Klrc1</italic> and <italic>Nkg7</italic>, indicating the identity of mature NK cells (C1_MatNK). Many marker genes associated with C2 were involved in interferon induction and activation (<italic>Ifit1</italic>, <italic>Ifit3b</italic>, <italic>Ifit3</italic>, <italic>Isg20</italic>, <italic>Igtp</italic>, <italic>Ifi204</italic> and chemokine encoding gene <italic>Cxcl10</italic>), indicating the stimulation of NK cells by interferons (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 6</bold>
</xref>). In addition, C2 appeared to associate with positive regulation of inflammatory responses, as indicated by the high expression of <italic>Cd69</italic> and the enrichment of IFN-&#x3b3; signalling, toll-like receptor signalling and the pathways related to viral infections. Thus, this subpopulation was referred to as C2_InflamNK.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>The heterogeneity and function of NK cells were modulated by topical application of caerin 1.1/1.9 gel. <bold>(A)</bold> Two-dimensional t-SNE representation (left) of aligned gene expression data of the subpopulations of NK cells, and the proportions of cell numbers of six NK subpopulations identified in the caerin, control and untreated groups (right). <bold>(B)</bold> Selected enriched genes used for biological identification of each subpopulation (scale: log2 fold change). <bold>(C)</bold> The ordering of NK subpopulations along pseudotime in a two-dimensional state-space defined by Monocle3. Cell orders are inferred from the expression of the most dispersed genes across NK subpopulations. Each point corresponds to a single cell, and each colour in the pie charts represents an NK subpopulation similar to that in <bold>(A)</bold>. The cell distributions on the trajectories in the caerin, control and untreated groups are compared. <bold>(D)</bold> The expression of selected genes associated with functional NK cells is compared throughout seven states identified. <bold>(E)</bold> Volcano graph shows the top 60 genes significantly regulated (FC &gt; 1.5 and <italic>p</italic> &lt; 0.05) in NK cells of the caerin group relative to the untreated group. <bold>(F)</bold> The enrichment of biological processes in different NK subpopulations revealed by GSEA analysis in the caerin group compared to the control group. <bold>(G)</bold> KEGG pathways enriched (<italic>p</italic> &lt; 0.05) in the C0_ActiNK of the caerin group in comparison to the control group (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S10</bold>
</xref> for the enrichments in other subpopulations). The classifications and the IDs of KEGG pathways are shown, and the numbers of significantly upregulated and downregulated genes of each KEGG pathways are shown.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-754770-g005.tif"/>
</fig>
<p>Many marker genes of C3 appeared relevant to stress response (<italic>Hspa1a</italic>, <italic>Hspa1b</italic>, <italic>Bcl2</italic> and a few mitochondrial enzymes), while few genes appeard directly relevant to the immune functions of NK cells, suggesting the likelihood of a transitional state, which was thus named transitional NK (C3_TransNK) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 6</bold>
</xref>). <italic>Xcl1</italic> and <italic>Sell</italic> were previously identified as the signatures for human CD56<sup>bright</sup> NK (<xref ref-type="bibr" rid="B50">50</xref>); in addition, the exclusive expression of <italic>Ncr1</italic> (i.e., <italic>NKp46</italic>/<italic>Cd335</italic>) to C4 was detected, and thus an identity of CD335<sup>bright</sup> NK cells could be assigned to the fifth subpopulation (C4_Cd355briNK). <italic>Blk</italic> was only detected as the marker for the C5, and it was found tumour suppressive in chronic myeloid leukaemia stem cells (<xref ref-type="bibr" rid="B51">51</xref>) and oncogenic in cutaneous T-cell lymphoma (<xref ref-type="bibr" rid="B52">52</xref>). Moreover, the high expressions of <italic>Cd163l1</italic>, <italic>Il17re</italic>, <italic>Rorc</italic> and <italic>Il7r</italic> implied the phenotype of Rorc<sup>+</sup>CD127<sup>+</sup> NK cells, which exhibited adaptive immune features (<xref ref-type="bibr" rid="B53">53</xref>). Thus, this subpopulation was labelled as C5_AdapNK. The C6 exclusively expressed <italic>Trem1</italic>, <italic>Csf3r</italic> and <italic>Cxcr2</italic>, and highly expressed <italic>Alox5ap</italic> and <italic>Ccr1</italic>. This implied that these NK cells were associated with tissue residency (C6_ResNK).</p>
<p>The trajectory analysis showed a developmental progression with several states separated by four branch points (a, b, c and d) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). The percentage contribution of each subpopulation within each state was compared, and States-2, 3, 4, and 7 cells were dominated by C0_ActiNK. C5_AdapNK cells were found to mainly develop in States-2, 7 and 3, while its proportion decreased along the pseudotime. Caerin gel caused a more scattered cell distribution at State-1 and a higher State-7 population (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File 1</bold>
</xref>); in addition, there were more cells distributed in the transition from State-4 to State-6 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). Developing from branch point a, State-2 showed high expressions of the genes (<italic>Nfkbia</italic>, <italic>Jun</italic>, <italic>Tnfaip3</italic>, <italic>Fos</italic>, <italic>Cxcl2</italic>, <italic>Junb</italic>, <italic>Icos</italic> and <italic>Ltb</italic>) closely associated with immune response, such as the signalling of TNF, T cell receptor and NF-&#x3ba;B (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S7</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 6</bold>
</xref>). Many <italic>Rps</italic> and <italic>Rpl</italic> genes were abundant in the cells of State-7 and State-3 originated from branch points b and c, respectively, suggesting an active state of mRNA processing and translation. Moreover, State-3 cells appeared more proinflammatory, due to the enrichment of TNF-&#x3b1;/NF-&#x3ba;B signalling supported by the upregulation of <italic>Rpl30</italic>, <italic>Rack1</italic>, <italic>Rpl8</italic>, <italic>Rps11</italic> and <italic>Rps13</italic>. Divided by branch point d, State-5 cells had high expressions of <italic>Gzmb</italic>, <italic>Plac8</italic>, <italic>Ly6a</italic>, <italic>Ly6e</italic> and several <italic>Ifit</italic> genes, which were the signatures associated with interferon and cytokine-mediated signalling. In contrast, the elevation of the genes directly signifying functional NK cells, including <italic>Klrd1</italic>, <italic>Klrc1</italic>, <italic>Xcl1</italic>, <italic>Gzmk</italic> and <italic>Nkg7</italic>, was present in State-6.</p>
<p>C1_MatNK, C2_InflamNK and C3_TransNK were dominated by one cell state (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S8A</bold>
</xref>). In the caerin group, the C1_MatNK and C2_InflamNK cells were visible at higher proportions in State-6 and State-5, respectively, which included more genes related to functional NK cells (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5D</bold>
</xref>). There was a substantial proportion of State-3 cells detected in C5_AdapNK of the caerin group, further indicating transcriptome alteration in adaptive immunity. The expression of the top five significantly upregulated genes in each subpopulation of the caerin group showed genes exclusively expressed in C4_Cd355briNK (<italic>Lrrc8c</italic>, <italic>Nol11</italic>, <italic>Asb8</italic> and <italic>Sltm</italic>) and C6_ResNK (<italic>Lmbrd1</italic>, <italic>Gdi1</italic>, <italic>Dusp5</italic>, <italic>Taok3</italic> and <italic>Tm9sf3</italic>), with respect to the untreated group (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S8B</bold>
</xref>). The NK cell marker <italic>Gzmb</italic> was upregulated significantly in all subpopulations except C1_MatNK of the caerin group (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S8C</bold>
</xref>).</p>
<p>Several genes associated with neutrophil activation (<italic>Rap1B</italic>, <italic>Bri3</italic>, <italic>Rab24</italic>, <italic>Psmc2</italic> and <italic>Pdap1</italic>) were significantly upregulated in NK cells of the caerin group, while <italic>Nlrc5</italic> and <italic>Commd7</italic>, negatively regulating NF-&#x3ba;B transcription factor activity, were downregulated with respect to the control (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5E</bold>
</xref>). <italic>Fam49b</italic> was significantly upregulated in all the subpopulations of the caerin group, and its role as a tumour suppressor in pancreatic ductal adenocarcinoma cells <italic>via</italic> regulating mitochondrial fission was found (<xref ref-type="bibr" rid="B54">54</xref>). The upregulation of <italic>Ppp3ca</italic> in most subpopulations suggested a higher-level induction of NFAT signalling (<xref ref-type="bibr" rid="B55">55</xref>). The GSEA analysis revealed that gene sets associated with T cell receptor signalling and antigen processing and presentation were enriched in C0_ActiNK of the caerin group, while C3_TransNK was enriched with natural cell activation and cell killing (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5F</bold>
</xref>). Moreover, the regulation of cytokinesis and INF&#x3b3;-mediated signalling pathway was respectively enhanced in C4_Cd355briNK and C5_AdapNK. Inactivation of the MAPK activity pathway was enriched in C6_ResNK. Two interferon stimulation-associated genes (<italic>Bst2</italic> and <italic>Isg20</italic>) were largely expressed in the caerin group, especially in C2_InflamNK. In terms of KEGG pathways, natural killer cell-mediated cytotoxicity, IL-17 signalling pathway and Th1 and Th2 cell differentiation were enriched in C0_ActiNK, with the relevant genes significantly upregulated by caerin gel in comparison to the control (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5G</bold>
</xref>). More activated T cell receptor signalling and more pronounced antigen processing and presentation were present in C2_InflamNK and C6_ResNK, respectively (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S9</bold>
</xref>).</p>
</sec>
<sec id="s2_6">
<title>Caerin Gel Induced More Activated CD8<sup>+</sup> T Cells Infiltrated to the TME</title>
<p>In the caerin group, the proportion of CD8<sup>+</sup> T cells was 2.21%, which was remarkably higher than that of the untreated or control group (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 1</bold>
</xref>). CD8<sup>+</sup> and CD4<sup>+</sup>CD25<sup>+</sup> T cells were more closely correlated with NK cells than CD4<sup>+</sup>CD8<sup>+</sup> T cells in a 2D tSNE space (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S10A</bold>
</xref>). Taking these four cell populations together, CD8<sup>+</sup> T cells had a much higher proportion of nearly 30% in the caerin group (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). The expression of selected marker genes of CD8<sup>+</sup> T cells was also detected mainly in other T cells and NK cells, including those positively regulating the activation of CD8<sup>+</sup> T cells, such as <italic>Tcf7</italic> (<xref ref-type="bibr" rid="B56">56</xref>), <italic>Lef1</italic> (<xref ref-type="bibr" rid="B57">57</xref>), <italic>Satb1</italic> (<xref ref-type="bibr" rid="B35">35</xref>), <italic>S1pr1</italic> (<xref ref-type="bibr" rid="B58">58</xref>) and <italic>Txk</italic> (<xref ref-type="bibr" rid="B56">56</xref>) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). The expressions of <italic>Nsg2</italic>, <italic>Tcf7</italic>, <italic>Satb1</italic>, <italic>Lef1</italic> and <italic>S1pr1</italic> were almost exclusively and highly expressed in CD8<sup>+</sup> T cells (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>). <italic>Ccr7</italic> showed a higher expression in B cells and migDCs, while <italic>Itk</italic> exhibited an elevation in NK and B cells. The expression (in Log<sub>2</sub> value) of nine genes related to the regulation of T cell activation was statistically compared among the three groups (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>). <italic>Lef1</italic>, <italic>Sell</italic>, <italic>Txk</italic>, <italic>Tpt1</italic>, <italic>Lat</italic>, <italic>Itk</italic> and <italic>S1pr1</italic> were upregulated, whereas <italic>Ccr7</italic> and <italic>Ms4a4b</italic> were downregulated. Several <italic>Gimap</italic> genes, previously shown to be involved in lymphocyte development, or associated with inflammatory and autoimmune diseases (<xref ref-type="bibr" rid="B59">59</xref>), were detected as the marker genes for CD8<sup>+</sup> T cells, including <italic>Gimap1</italic>, <italic>3</italic>, <italic>4</italic>, <italic>5</italic> and <italic>6</italic> (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6E</bold>
</xref>). It showed that more cells expressed higher levels of these <italic>Gimap</italic> genes, especially Gimap6, in the caerin group. The GSEA analysis revealed that the signalling of B cells, T cells, chemokine and toll-like receptor as well as natural killer cell-mediated cytotoxicity KEGG pathways were enriched in the caerin group with respect to the control group (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6F</bold>
</xref>). The Reactome pathways enriched by the unique marker genes of CD8<sup>+</sup> T cells of the caerin group included signalling of several FGFR mutant-related pathways, interleukins and cytokines in the immune system (<xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S10B</bold>
</xref>). This further suggested a potentially more activated state of CD8<sup>+</sup> T cells induced by the caerin gel treatment.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Caerin 1.1/1.9 gel recruited more CD8<sup>+</sup> T cells with higher activation to TME of TC-1 tumour. <bold>(A)</bold> The proportions of CD4<sup>+</sup>CD8<sup>+</sup>, CD8<sup>+</sup>, CD4<sup>+</sup>CD25<sup>+</sup> T cells and NK cells detected in the TC-1 tumours untreated, treated with the caerin or control group. <bold>(B)</bold> Hierarchy clustering of the relative expressions of the top 30 marker genes of CD8<sup>+</sup> T cells (cluster 15) in comparison with other cell populations. <bold>(C)</bold> Violin plots compare the gene expression of selected genes showing significant upregulation (<italic>p</italic> &lt; 0.05) in CD8<sup>+</sup> T cells with other cell populations, including <italic>Gimap3</italic>, <italic>Itk</italic>, <italic>Gimap6</italic>, <italic>Ccr7</italic>, <italic>Txk</italic>, <italic>S1pr1</italic>, <italic>Lef1</italic>, <italic>Satb1</italic>, <italic>TCF7</italic> and <italic>Nsg2</italic>. <bold>(D)</bold> The expressions (Log<sub>2</sub> value) of <italic>Lef1</italic>, <italic>Ccr7</italic>, <italic>Sell</italic>, <italic>S1pr1</italic>, <italic>Txk</italic>, <italic>Lat</italic>, <italic>Ms4a4b</italic> and <italic>Itk</italic> in untreated tumours, caerin or control group. A two-tailed Student&#x2019;s <italic>t</italic>-test is used to evaluate the significance, <sup>****</sup>
<italic>p</italic> &lt; 0.0001; ns, no significance. <bold>(E)</bold> 2D tSNE plot visualises the cells expressing <italic>Gimap1</italic>, <italic>Gimap3</italic>, <italic>Gimap4</italic>, <italic>Gimap5</italic> and <italic>Gimap6</italic>, in untreated, caerin and control groups, with different normalised gene expression. <bold>(F)</bold> GSEA analysis reveals the enhancement of several immune response relevant KEGG pathways in CD8<sup>+</sup> T cells of the caerin group with respect to the control group.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-754770-g006.tif"/>
</fig>
</sec>
<sec id="s2_7">
<title>Higher Immune Response due to the Topical Application of Caerin Gel Revealed by TMT10plex Labelling Quantitative Proteomics</title>
<p>The quantitative proteomic analysis showed that more proteins were significantly regulated by the caerin gel, with a total of 48 proteins upregulated uniquely, including those related to immune response (including Stat1, Gzma, Ifit1, Ifit3, Lfih1, Tap1 and Cd72) (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 7</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S11</bold>
</xref>). Several upregulated proteins were exclusively correlated with the genes (<italic>Ifih1</italic>, <italic>Tgtp2</italic>, <italic>Gbp2</italic> and <italic>Ifit3</italic>) highly expressed in monocytes identified by the scRNA-seq analysis (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>). The high quantities of several proteins (H2-Q7, Tap1, Tapbpl, Gzma and Stat1) were closely correlated with their gene expression in T cells, DCs and NK cells. The exclusive expression of Hp and Serpinb2 to neutrophils was detected. The gene expression of H2-D1 was significantly upregulated in all cells, as well as the diverse distribution of Tapbp, Stat1 and Zbp1, implying that they were largely regulated by the caerin gel.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>TMT10plex-labelling quantitative proteomic analysis of TC-1 tumour in the untreated, caerin or control gel groups. <bold>(A)</bold> The volcano graph shows proteins significantly regulated (FC &gt; 1.5, <italic>p</italic> &lt; 0.05) only in the caerin group with respect to the untreated group. <bold>(B)</bold> The correlation between the normalised gene expression (determined by scRNA-seq analysis) of the proteins showing significant upregulation only in the caerin group, and the fold change of these proteins relative to the untreated group. <bold>(C)</bold> PPIs of significantly upregulated proteins in the caerin group. The size of the node corresponds to the degree of interaction, and the colour indicates the number of neighbour(s) (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S13</bold>
</xref> for the statistical analysis of the PPI). <bold>(D)</bold> Gene ontology enrichment analysis of the PPI network shown in <bold>(C)</bold> (See <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 8</bold>
</xref> for more details). <bold>(E)</bold> Comparison of the abundance of selected proteins significantly regulated (<italic>p</italic> &lt; 0.05) in the untreated and caerin groups relative to reference. A two-tailed Student&#x2019;s <italic>t</italic>-test was used to evaluate the significance.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-11-754770-g007.tif"/>
</fig>
<p>The protein&#x2013;protein interaction (PPI) analysis of upregulated proteins identified intensive interactions only present in the caerin group (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Figure S13</bold>
</xref>). <italic>Stat1</italic> was found as the node with the highest degree, while it was a marker gene for monocytes, NK cells (also C2_InflamNK), CD4<sup>+</sup>CD25<sup>+</sup> T cells and migDCs. The gene ontology enrichment analysis of this PPI network revealed biological processes related to the regulation of immune response, such as defence response (FDR = 1.52E-13), immune system process (FDR = 5.12E-13) and innate immune response (FDR = 6.72E-12) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 8</bold>
</xref>). More specifically, the positive regulations of INF&#x3b1;/&#x3b2; secretion (supported by Gbp5, Iigp1, Stat1, Ifit1, Ifit3, Ifi204 and Gbp2), response to cytokine stimulus (Ifih1, Zbp1, Parp14, Ddx58 and Parp9) and antigen processing and presentation of peptide antigen <italic>via</italic> MHC class I (Tapbp, H2-Q7, Tap1, and H2-D1) were largely enhanced by the caerin gel (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref>). In terms of molecular function, the binding of TAP, immunoglobulin/receptor and T cell receptor and antigen processing and presentation were enriched in the caerin group relative to the other two groups.</p>
<p>The FC values of proteins differentially regulated by caerin and control were compared (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7E</bold>
</xref>); many upregulated proteins (such as C9, C8b, C8g, Igj, vtn and Serpina3n) appeared to play roles in the processes related to immune response and complement activation. This was in accordance with the identification of more immune activity of M&#x3a6;s and DCs, as well as the recruitment of activated CD8<sup>+</sup> T cells in the TME of the caerin group, as suggested by scRNA-seq. The KEGG pathways enriched in upregulated proteins were thus highly associated with signalling in immune response and process (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Data 8</bold>
</xref>), such as antigen processing and presentation (FDR = 6.0E-4), the signalling of NOD-like receptor (FDR=6.0E-4) and natural killer cell-mediated cytotoxicity (FDR = 7.7E-3).</p>
</sec>
</sec>
<sec id="s3">
<title>Discussion</title>
<p>The immunoregulatory properties of some host defence Anura peptides have been documented, such as inhibiting production of IL-10 and transforming growth factor-&#x3b2; (TGF-&#x3b2;) from unstimulated and ConA-stimulated PBM cells (<xref ref-type="bibr" rid="B60">60</xref>) and stimulating production of the pro-inflammatory cytokines (incl. TNF-&#x3b1;, IL-1&#x3b2; and IL-12) (<xref ref-type="bibr" rid="B61">61</xref>). Caerin 1.1 and 1.9 were able to inhibit multiple types of tumour growth <italic>in vitro</italic>, resulting in the apoptosis of the tumour cells. They also inhibited TC-1 tumour growth <italic>in vivo</italic> when locally injected to tumour, and the tumour inhibition effect is dependent on the existence of intact adaptive immune systems, as their tumour inhibition effect disappeared in Rag<sup>-/-</sup> mice, which lacks B and T cells (<xref ref-type="bibr" rid="B62">62</xref>) and mice depleted of T cells (unpublished data). The anti-proliferative activity of caerin 1.1 and 1.9 against HeLa cells <italic>in vitro</italic> was investigated, which found that the TNF-&#x3b1;-dependent apoptosis signals were stimulated by the caerin peptides (<xref ref-type="bibr" rid="B22">22</xref>). In a recent study, we have shown that intratumoral injection of the caerin 1.1/1.9 mixture significantly prolonged the survival time of TC-1 tumour-bearing mice that were immunised with an HPV16 E7 peptide-based vaccine along with IL-10 and PD-1 blockade (<xref ref-type="bibr" rid="B23">23</xref>). The TME was largely altered to a higher immune activation level, possibly with <italic>Stat1</italic> as a key modulator, which synergistically functions with the activated NF-&#x3ba;B pathway to induce more iNOS and triggers the recruitment of T cells. Caerin 1.1 and 1.9 in gel form were able to inhibit TC-1 growth when topically applied to subcutaneously transplanted TC-1 tumour, while the pure gel matrix did not reduce the tumour mass, compared to untreated mice (<xref ref-type="bibr" rid="B21">21</xref>), which meant the tumour suppression of the caerin gel was due to the activity of caerin 1.1 and 1.9.</p>
<p>In this study, the scRNA-seq analysis uncovered that the topical application of the caerin gel altered the cell heterogeneity and function of tumour infiltrating leukocytes of the TME, especially macrophages, DCs and CD8<sup>+</sup> T cells. The proportions of active and adaptive NK cells were elevated with the treatment of the caerin gel; additionally, the adaptive NK cells exhibited a more pro-inflammatory phenotype, and the Cd355<sup>bright</sup> NK cells showed high levels of interferon and cytokine-mediated signalling. These effects modulated the TME to become more pro-inflammatory, which may favour tumour rejection; this was in accordance with the quantitative proteomic analysis. This might be due to the intensive interaction between the caerin peptides, the tumour and the TME, as a relatively high penetration magnitude of caerin 1.9 through the epidermis of mice was clearly observed.</p>
<p>The INF&#x3b1; response was largely activated in the four <italic>Arg1<sup>hi</sup>
</italic> M&#x3a6;s of the caerin group. Moreover, the INF&#x3b3; response in the Arg2B and Arg2A M&#x3a6;s was enhanced, which meant that a proinflammatory TME was formed in the caerin group, with potent tumour growth inhibitory effects (<xref ref-type="bibr" rid="B63">63</xref>) and elevated immunosurveillance. This may be associated with the significant upregulation of <italic>Cebpb</italic> by the caerin gel, since IFN&#x3b1; was found to increase the expression of <italic>Cebpb via</italic> recruiting <italic>Stat1</italic> and <italic>Stat5</italic> (<xref ref-type="bibr" rid="B64">64</xref>). Notably, the elevation of <italic>Stat1</italic> was confirmed by the proteomic analysis. <italic>Cebpb</italic> is a member of the CCAAT/Enhancer Binding Protein (C/EBP) family of transcription factors, which are activated by IL-17 (<xref ref-type="bibr" rid="B65">65</xref>&#x2013;<xref ref-type="bibr" rid="B68">68</xref>). <italic>Cebpb</italic> binds to the <italic>Il23r</italic> promoter in Th17 cells and bone marrow-derived myeloid cells (<xref ref-type="bibr" rid="B69">69</xref>) and regulates the Fc&#x3b3; receptor-mediated induction of <italic>TNF&#x3b1;</italic>, <italic>Cxcl2</italic> and <italic>Ccl3</italic> in macrophages (<xref ref-type="bibr" rid="B70">70</xref>).</p>
<p>Dendritic cells are professional antigen-presenting cells that link the innate and adaptive arms of the immune system. The caerin gel produced greater modulation in the overall function of three DCs, as reflected by the significant enrichment of antigen processing and presentation and CAMs. The caerin gel treatment upregulated <italic>H2-Oa</italic>, a gene facilitating peptide loading of MHC class II molecules (<xref ref-type="bibr" rid="B71">71</xref>) <italic>via</italic> interacting with <italic>Irf4</italic> (<xref ref-type="bibr" rid="B72">72</xref>). <italic>Irf4</italic> plays a pivotal role in the development and function of several autoimmune-associated cells, including DCs (<xref ref-type="bibr" rid="B73">73</xref>). In the migDCs of the caerin group, both <italic>Tradd</italic> and Cd48 were significantly upregulated; the nuclear form of <italic>Tradd</italic> was found as a tumour suppressor by preventing ubiquitination and degradation of isoform p19ARF/ARF of <italic>Cdkn2a</italic> by <italic>Trip12</italic> (<xref ref-type="bibr" rid="B74">74</xref>), while the elevation of <italic>Cd48</italic> expression correlated with the activation of CD4<sup>+</sup> T cells (<xref ref-type="bibr" rid="B75">75</xref>). The pDCs expressed higher levels of transcripts associated with tissue repair such as the metalloproteinase <italic>Mmp9</italic>, which was found to modulate cytokine activity through the activation of TGF-&#x3b2; (<xref ref-type="bibr" rid="B76">76</xref>) and the inhibition of <italic>Il23</italic> expression (<xref ref-type="bibr" rid="B77">77</xref>). Furthermore, the elevated expression of <italic>Ly6a</italic> was detected, which correlates with the activation of <italic>Tlr7</italic> and <italic>Tlr9</italic> in pDCs (<xref ref-type="bibr" rid="B78">78</xref>), triggering signalling cascades associated with a proinflammatory cytokine response (<xref ref-type="bibr" rid="B79">79</xref>). These observations suggested that the proinflammatory DC phenotype was induced by the caerin gel.</p>
<p>Caerin gel treatment significantly upregulated the expression of <italic>Tnfaip3</italic> in NK cells. <italic>Tnfaip3</italic> regulates TCR/CD28-mediated NF-&#x3ba;B activation and TCR mediated survival (<xref ref-type="bibr" rid="B80">80</xref>), as well as necroptosis and IFN&#x3b3; release (<xref ref-type="bibr" rid="B81">81</xref>). <italic>Il7r</italic> was highly expressed in C0_ActiNK and C5_AdapNK of the caerin group, and <italic>Il7r</italic>/<italic>Il7</italic> signalling increases cytokine production and elevates the cytotoxicity and survival of CD56<sup>bright</sup> NK cells (<xref ref-type="bibr" rid="B82">82</xref>). The higher proportions of more immune active State-5/6 cells in Cd355<sup>bright</sup> and resident-like NK cells indicated the activation of NK function, while State-1/3 cells implied an active proliferative state of adaptive NK cells.</p>
<p>The CD8<sup>+</sup> T cell population was remarkably expanded in the caerin group, which accorded with a recent study showing that the caerin gel increased the population of CD45<sup>+</sup>CD3<sup>+</sup> T cells (<xref ref-type="bibr" rid="B21">21</xref>). The expressions of <italic>Lef1</italic>, <italic>S1pr1</italic>, <italic>Txk</italic>, <italic>Sell</italic>, <italic>Itk</italic> and <italic>Lat</italic> were significantly upregulated by the caerin gel. <italic>Lef1</italic> has been known to be critical for the production of T cells (<xref ref-type="bibr" rid="B83">83</xref>). The critical roles of <italic>Lat</italic> in the activation of T cells (<xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B85">85</xref>) and the&#xa0;cytotoxicity of CD8<sup>+</sup> T cells (<xref ref-type="bibr" rid="B86">86</xref>) were demonstrated. The signalling of <italic>S1pr1</italic>/<italic>S1p</italic> plays critical roles in the activation and subset polarisation of T lymphocyte (<xref ref-type="bibr" rid="B87">87</xref>&#x2013;<xref ref-type="bibr" rid="B89">89</xref>), and the regulation of effector CD8<sup>+</sup> T cells that egress from the draining lymph node (dLN) by <italic>S1pr1</italic> expression was identified (<xref ref-type="bibr" rid="B58">58</xref>). <italic>Ccr7</italic> plays a critical role in the localisation and retention of T cells within the LN paracortex (<xref ref-type="bibr" rid="B90">90</xref>, <xref ref-type="bibr" rid="B91">91</xref>); particularly, its expression greatly contributes to the homing of memory CD8<sup>+</sup> T cells into the LNs, liver, lung and bone marrow (<xref ref-type="bibr" rid="B92">92</xref>). The activated effector CD8<sup>+</sup> T cells downregulates <italic>Ccr7</italic> to egress from the reactive LN into the circulation (<xref ref-type="bibr" rid="B58">58</xref>, <xref ref-type="bibr" rid="B93">93</xref>). <italic>Ms4a4b</italic> is expressed in na&#xef;ve CD8<sup>+</sup> T cells in thymocytes at pre-commitment and mature developmental stages (<xref ref-type="bibr" rid="B94">94</xref>) and contributes negative feedback to T cell activation in general (<xref ref-type="bibr" rid="B95">95</xref>). The significant upregulation of <italic>S1pr1</italic> and downregulation of <italic>Ccr7</italic> and <italic>Ms4a4b</italic> imply that more effector CD8<sup>+</sup> T cells were released by LN to the TME. <italic>Gimap</italic> members play vital roles in T cells (<xref ref-type="bibr" rid="B82">82</xref>, <xref ref-type="bibr" rid="B96">96</xref>, <xref ref-type="bibr" rid="B97">97</xref>). <italic>Gimap5</italic> is important especially for the survival of the CD8<sup>+</sup> lineage and mature peripheral T cells (<xref ref-type="bibr" rid="B98">98</xref>, <xref ref-type="bibr" rid="B99">99</xref>). The expression of <italic>Gimap1</italic> starts in hematopoietic precursors critical to early T cell development (<xref ref-type="bibr" rid="B59">59</xref>). The requirement for <italic>Gimap6</italic> in the maintenance of T cells towards developing a normal peripheral adaptive immune system was demonstrated (<xref ref-type="bibr" rid="B100">100</xref>). Thus, the elevated expression of <italic>Gimap</italic> genes strongly suggested that more activated CD8<sup>+</sup> T cells were induced by the caerin gel. <italic>Txk</italic> and <italic>Itk</italic> belong to the Tec family tyrosine kinase with the functions in T cell activation and mature T-cell differentiation (<xref ref-type="bibr" rid="B56">56</xref>, <xref ref-type="bibr" rid="B101">101</xref>). The association of <italic>Sell</italic> with the effector-to-memory transition of CD8<sup>+</sup> T cells was characterised (<xref ref-type="bibr" rid="B102">102</xref>). Thus, the regulation of these genes might work synergistically to result in more activated CD8<sup>+</sup> T cells in the TME of the caerin group, especially effector and memory transition of CD8<sup>+</sup> T cells.</p>
<p>The quantitative proteomics revealed that the caerin gel induced a higher immune response in the TME, associated with the elevation of Gzma, Ifit1, Tgtp2, Tap1, Irf9 and Stat1. Stat1 plays a key role in mediating responses to all interferon types, displaying anti-tumour effects on several cancers (<xref ref-type="bibr" rid="B103">103</xref>). It functions <italic>via</italic> the interaction with Irf9 to activate the interferon-stimulated genes in the nucleus, thereby enhancing the cellular immunity (<xref ref-type="bibr" rid="B104">104</xref>), while the elevation of Irf9 content was exclusively detected in the caerin group. Phyh (peroxisomal phytanoyl-CoA dioxygenase) regulates peroxisomal fatty acid &#x3b2;-oxidation metabolism and ROS conversion (<xref ref-type="bibr" rid="B105">105</xref>); its concentration positively correlates with potential tumour suppressive environment (<xref ref-type="bibr" rid="B106">106</xref>, <xref ref-type="bibr" rid="B107">107</xref>), working synergistically with <italic>iNOS</italic> induced by <italic>Stat1</italic>, which may trigger the recruitment of CTLs (<xref ref-type="bibr" rid="B108">108</xref>, <xref ref-type="bibr" rid="B109">109</xref>). This appeared consistent with more activated CD8<sup>+</sup> T cells detected by scRNA-seq. Jchain was the top protein significantly upregulated by caerin gel with respect to the control. It was found to emerge early in the evolution of the immune system and predicted to play roles in the dimerisation and transepithelial transportation of IgA (<xref ref-type="bibr" rid="B110">110</xref>). Its roles in B cell differentiation and activation (<xref ref-type="bibr" rid="B111">111</xref>), as well as intrathymic stages of T cell differentiation, have been documented (<xref ref-type="bibr" rid="B112">112</xref>). This means that the caerin peptides might stimulate the signals for T cell production in thymus <italic>via</italic> the elevation of Jchain, and consequently more T cells egress from LN as reflected by the scRNA-seq analysis. A proteomic study on hepatocellular carcinoma identified a high expression of Jchain, together with Cd5l and Lgals3bp, which positively correlated with the response of the chemotherapeutic agent sorafenib (<xref ref-type="bibr" rid="B113">113</xref>); their downregulation during tumorigenesis was possibly due to the immunosuppressive effects of the tumour cells. In addition, Jchain is upregulated significantly at the protein level in normal lung tissue adjacent to the tumour, indicating its role in responding to tumour cells and/or the TME (<xref ref-type="bibr" rid="B114">114</xref>). Both Jchain and Cd5l were more abundant in the caerin group relative to the control, implying a more tumour-suppressive TME.</p>
<p>In conclusion, the topical application of caerin 1.1/1.9 gel expanded immune-activating macrophages, activated innate immune response in NK cells and DCs and significantly induced more activated CD8<sup>+</sup> T cells. The developmental process of NK cells was altered with immune response enhanced in adaptive NK cells. It appeared that the two caerin peptides acted as immunomodulators acting through non-linear signalling pathways of the immune system in the TME. This complexity became evident by examining the PPI network of the proteins significantly upregulated in the caerin group, and several of those proteins were key modulators on different pathways. These proteins in turn interacted with many more secondary effectors, which was consistent with the scRNA-seq observations that the expression of hundreds of genes changes when tumours were treated topically by the caerin gel. Harnessing the significantly regulated genes and proteins preferentially enriched in the immune active cell populations may provide a valuable resource for researchers in the field.</p>
</sec>
<sec id="s4" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s4_1">
<title>Mice</title>
<p>Six-to-eight-week-old, specific pathogen-free adult female C57BL/6 (H-2b) mice were ordered from the Animal Resource Centre of Guangdong Province and kept at the Animal Facility of the First Affiliated Hospital of Guangdong Pharmaceutical University. Experiments were approved by Animal Experimentation Ethics Committee (Ethics Approval Number: FAHGPU20160316). Five mice were kept in each cage on a 12-h light/darkness cycle (22&#xb0;C and 75% humidity), provided with sterilised standard mouse food and water. TC-1 tumour-bearing mice were <italic>i.p.</italic> injected with 1% sodium pentobarbital. Mice were euthanised by CO<sub>2</sub> inhalation at the end of the experiment.</p>
</sec>
<sec id="s4_2">
<title>Cell Line, Peptide Synthesis and Gel Preparation</title>
<p>A murine TC-1 cell line transformed with HPV16 E6/E7 was obtained from Shanghai Institute for Cell Resources Centre and cultured following the protocol described elsewhere (<xref ref-type="bibr" rid="B21">21</xref>). Caerin 1.1 (GLLSVLGSVAKHVLPHVVPVIAEHL-NH<sub>2</sub>), caerin 1.9 (GLFGVLGSIAKHVLPHVVPVIAEKL-NH<sub>2</sub>) and the control peptide P3 (GTELPSPPSVWFEAEFK-OH), were synthesised (purity&gt;99%) (Mimotopes Proprietary Limited, Wuxi, China). The lipopolysaccharide concentrations of caerin 1.1, caerin 1.9 and P3 were 0.03, 0.03 and 0.44 EU/ml respectively, as measured by Kinetic Turbidimetric Assay (Xiamen Bioendo Technology Co., Ltd).</p>
<p>Poloxamer 407 (WPAK592B) and poloxamer 188 (WPAK539B) were purchased from Badische Anilin-und-Soda-Fabrik (Ludwigshafen, Germany). The gel was prepared as previously described (<xref ref-type="bibr" rid="B21">21</xref>). Briefly, 46 g of poloxamer 407 and 10 g of poloxamer 188 were dissolved in 200 ml of distilled water, and caerin 1.1 and caerin 1.9 were then added. The solution was mixed thoroughly and filtered through a 0.22-&#x3bc;m membrane filter to prepare a 20-mg/ml gel and stored at 4&#xb0;C.</p>
</sec>
<sec id="s4_3">
<title>Tumour Challenge and Topical Application of the Gels</title>
<p>TC-1 cells, at approximately 70% confluency, were harvested with 0.25% trypsin-EDTA solution and washed with PBS. 5 &#xd7; 10<sup>5</sup> cells/mouse in 0.2 ml of PBS were injected subcutaneously into the left flank. TC-1 tumour-bearing mice were either treated with caerin gel or control gel or left untreated for 7 consecutive days by applying 20 &#x3bc;l of each gel onto the shaved skin surface above the tumour. Two days after the final treatment, mice were sacrificed, and the tumours were isolated and weighed.</p>
</sec>
<sec id="s4_4">
<title>Confocal Microscopy</title>
<p>Six-week-old female C57BL/6 mice were anesthetised by intraperitoneal injection of pentobarbital before hairs on the dorsal side of the ear were shaved and gently wiped with normal saline and dried naturally. The mice were treated with thermosensitive gels containing FITC-labelled caerin 1.9 or P3, by evenly applying 100 &#x3bc;l of the gels to the shaved areas for 5 min. The ear skin surface was then gently rinsed with distilled water three times to remove any residual gels and then cut, and sections of 6-&#x3bc;m thickness were stained with DAPI. The samples were observed using 405 and 488 nm by a Zeiss LSM 880 Airyscan confocal microscope (Zeiss, Germany). Dual-channel combined imaging videos were recorded.</p>
</sec>
<sec id="s4_5">
<title>Isolation of Tumour-Infiltrating CD45<sup>+</sup> Cells and Single-Cell Transcriptome</title>
<p>TC-1 tumours were cut into 2 &#xd7; 2 mm pieces; digested in 2.35 ml of RPMI 1640, 100 &#xb5;l of Enzyme D, 50 &#xb5;l of Enzyme R and 12.5 &#xb5;l of Enzyme A into a gentleMACS C Tube; and disassociated using gentle MACS Dissociator from Miltenyi (Gladbach, Germany). After the removal of dead cells and cell debris, the remaining cells were labelled with CD45 microbeads (130&#x2013;110&#x2013;618). The viability of the CD45<sup>+</sup> cells were more than 80% of total cells confirmed by flow cytometry and trypan blue staining. Cells were washed once with ice-cold PBS containing 10% foetal bovine serum post sorting and counted using a hemocytometer. After that, the cells were loaded to a 10x chromium machine (10x Genomics, San Francisco, CA) and run through the library preparation procedures following guidance from the Chromium Single Cell 3&#x2032; Reagent Kits v2 (more details were provided in the <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Methods</bold>
</xref>).</p>
</sec>
<sec id="s4_6">
<title>Protein Extraction and Quantitative Proteomic Analysis</title>
<p>The tumour samples were the same biological triplicates from which the CD45<sup>+</sup> cells were extracted for scRNA-seq. Certain amounts of samples containing 500 &#xb5;g of protein were subjected to trypsin digestion by the filter-aided proteome preparation (FASP) described elsewhere (<xref ref-type="bibr" rid="B115">115</xref>) followed by LC-MS/MS analysis using a Q Exactive hybrid quadrupole-orbitrap mass spectrometer (Thermo Fisher Scientific, Waltham, MA, USA) (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Materials</bold>
</xref> for detailed method).</p>
</sec>
<sec id="s4_7">
<title>PPI Analysis</title>
<p>Interactions among significantly regulated proteins were predicted using STRING (<xref ref-type="bibr" rid="B116">116</xref>). A required interaction score of 0.700 was selected for all PPI, to highlight the most confident interactions. Neither the first nor second shell of the PPI was included. Protein without any interaction was excluded.</p>
</sec>
<sec id="s4_8">
<title>Gene Ontology, Pathway and GSEA Analysis</title>
<p>The gene ontology terms, including biological process, molecular function and cellular component, were annotated using STRING, and the enrichment of was analysed accordingly. The enrichment of KEGG pathways (<xref ref-type="bibr" rid="B117">117</xref>) and Reactome pathways (<xref ref-type="bibr" rid="B118">118</xref>) was assessed based on the significantly upregulated genes (<italic>p</italic> &lt; 0.05) of different cell populations/subpopulations. The genes differentially expressed in three groups were analysed by Gene Set Enrichment Analysis (GSEA) with <italic>p</italic> &lt; 0.05 using GSEA v4.1.0 (<xref ref-type="bibr" rid="B119">119</xref>).</p>
</sec>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the following: <uri xlink:href="https://singlecell.broadinstitute.org/single_cell">https://singlecell.broadinstitute.org/single_cell</uri>, SCP1371; <uri xlink:href="http://www.proteomexchange.org/">http://www.proteomexchange.org/</uri>, PXD025779.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by the Animal Experimentation Ethics Committee of the First Affiliated Hospital of Guangdong Pharmaceutical University (Ethics Approval Number: FAHGPU20160316).</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author Contributions</title>
<p>Conceptualisation and design, TW and XL. Experimental work, GN, YL, PPZ, SC, and XW. Data process, curation and visualisation, GN, HL, TW, PZ, and XL. Analysis and interpretation, TW, PZ, and XL. Writing-original draft preparation, GN, TW, and XL. Writing-review and editing, HL, CF, TW, PZ, XL, MW, and GC. Project administration: XW and GC. 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 study was supported by the Deng Feng project of Foshan First People&#x2019;s Hospital (2019A008), Foshan Municipal Government (2015AG1003), Guangdong Provincial Government (2016A020213001) of China, National Science Foundation of China (31971355), and Genecology MCR Seed Funding of University of the Sunshine Coast. The funders were not involved in the design, data collection and analysis, preparation or publication of the manuscript.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We thank Professor Abigail Elizur for her valuable advice and support. We are grateful for the sequencing platform and/or bioinformatic analysis and proteomic experiment of Gene Denovo Biotechnology Co., Ltd. (Guangzhou, China) and Applied Protein Technology, Co Ltd. (Shanghai, China). We also thank Ms. Lu Zhang for her assistance with the confocal microscopy experiment.</p>
</ack>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fonc.2021.754770/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fonc.2021.754770/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
<supplementary-material xlink:href="Table_1.xlsx" id="ST1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_2.xlsx" id="ST2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_3.xlsx" id="ST3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_4.xlsx" id="ST4" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_5.xlsx" id="ST5" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_6.xlsx" id="ST6" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_7.xlsx" id="ST7" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Table_8.xlsx" id="ST8" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
<supplementary-material xlink:href="Video_1.avi" id="SV1" mimetype="video/x-msvideo"/>
<supplementary-material xlink:href="Video_2.avi" id="SV2" mimetype="video/x-msvideo"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>C</given-names>
</name>
<name>
<surname>Tuong</surname> <given-names>ZK</given-names>
</name>
<name>
<surname>Frazer</surname> <given-names>IH</given-names>
</name>
</person-group>. <article-title>Papillomavirus Immune Evasion Strategies Target the Infected Cell and the Local Immune System</article-title>. <source>Front Oncol</source> (<year>2019</year>) <volume>9</volume>:<elocation-id>682</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2019.00682</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ni</surname> <given-names>G</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>K</given-names>
</name>
<name>
<surname>Luan</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Cao</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Human Papillomavirus Infection Among Head and Neck Squamous Cell Carcinomas in Southern China</article-title>. <source>PloS One</source> (<year>2019</year>) <volume>14</volume>(<issue>9</issue>):<fpage>e0221045</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0221045</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Leslie</surname> <given-names>SW</given-names>
</name>
<name>
<surname>Sajjad</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Genital Warts</article-title>. In: <source>StatPearls</source>. <publisher-loc>Treasure Island (FL</publisher-loc>: <publisher-name>StatPearls Publishing</publisher-name> (<year>2021</year>).</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Stanley</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Preventing Cervical Cancer and Genital Warts - How Much Protection Is Enough for HPV Vaccines</article-title>? <source>J Infect</source> (<year>2016</year>) <volume>72</volume>(<supplement>Suppl</supplement>):<page-range>S23&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jinf.2016.04.018</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yuan</surname> <given-names>J</given-names>
</name>
<name>
<surname>Ni</surname> <given-names>G</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>T</given-names>
</name>
<name>
<surname>Mounsey</surname> <given-names>K</given-names>
</name>
<name>
<surname>Cavezza</surname> <given-names>S</given-names>
</name>
<name>
<surname>Pan</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Genital Warts Treatment: Beyond Imiquimod</article-title>. <source>Hum Vaccin Immunother</source> (<year>2018</year>) <volume>14</volume>(<issue>7</issue>):<page-range>1815&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/21645515.2018.1445947</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ali</surname> <given-names>H</given-names>
</name>
<name>
<surname>Guy</surname> <given-names>RJ</given-names>
</name>
<name>
<surname>Wand</surname> <given-names>H</given-names>
</name>
<name>
<surname>Read</surname> <given-names>TR</given-names>
</name>
<name>
<surname>Regan</surname> <given-names>DG</given-names>
</name>
<name>
<surname>Grulich</surname> <given-names>AE</given-names>
</name>
<etal/>
</person-group>. <article-title>Decline in in-Patient Treatments of Genital Warts Among Young Australians Following the National HPV Vaccination Program</article-title>. <source>BMC Infect Dis</source> (<year>2013</year>) <volume>13</volume>:<elocation-id>140</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1471-2334-13-140</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Smith</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>B</given-names>
</name>
<name>
<surname>McIntyre</surname> <given-names>P</given-names>
</name>
<name>
<surname>Menzies</surname> <given-names>R</given-names>
</name>
<name>
<surname>Dey</surname> <given-names>A</given-names>
</name>
<name>
<surname>Canfell</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Fall in Genital Warts Diagnoses in the General and Indigenous Australian Population Following Implementation of a National Human Papillomavirus Vaccination Program: Analysis of Routinely Collected National Hospital Data</article-title>. <source>J Infect Dis</source> (<year>2015</year>) <volume>211</volume>(<issue>1</issue>):<page-range>91&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/infdis/jiu370</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Smith</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>B</given-names>
</name>
<name>
<surname>McIntyre</surname> <given-names>P</given-names>
</name>
<name>
<surname>Menzies</surname> <given-names>R</given-names>
</name>
<name>
<surname>Dey</surname> <given-names>A</given-names>
</name>
<name>
<surname>Canfell</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Trends in Genital Warts by Socioeconomic Status After the Introduction of the National HPV Vaccination Program in Australia: Analysis of National Hospital Data</article-title>. <source>BMC Infect Dis</source> (<year>2016</year>) <volume>16</volume>:<fpage>52</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12879-016-1347-z</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yanofsky</surname> <given-names>VR</given-names>
</name>
<name>
<surname>Patel</surname> <given-names>RV</given-names>
</name>
<name>
<surname>Goldenberg</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Genital Warts: A Comprehensive Review</article-title>. <source>J Clin Aesthet Dermatol</source> (<year>2012</year>) <volume>5</volume>(<issue>6</issue>):<fpage>25</fpage>&#x2013;<lpage>36</lpage>. doi: <pub-id pub-id-type="doi">10.13188/2373-1044.1000019</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karnes</surname> <given-names>JB</given-names>
</name>
<name>
<surname>Usatine</surname> <given-names>RP</given-names>
</name>
</person-group>. <article-title>Management of External Genital Warts</article-title>. <source>Am Fam Physician</source> (<year>2014</year>) <volume>90</volume>(<issue>5</issue>):<page-range>312&#x2013;8</page-range>.</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perry</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Lamb</surname> <given-names>HM</given-names>
</name>
</person-group>. <article-title>Topical Imiquimod: A Review of Its Use in Genital Warts</article-title>. <source>Drugs</source> (<year>1999</year>) <volume>58</volume>(<issue>2</issue>):<page-range>375&#x2013;90</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2165/00003495-199958020-00017</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Beutner</surname> <given-names>KR</given-names>
</name>
<name>
<surname>Spruance</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Hougham</surname> <given-names>AJ</given-names>
</name>
<name>
<surname>Fox</surname> <given-names>TL</given-names>
</name>
<name>
<surname>Owens</surname> <given-names>ML</given-names>
</name>
<name>
<surname>Douglas</surname> <given-names>JM</given-names> <suffix>Jr</suffix>
</name>
</person-group>. <article-title>Treatment of Genital Warts With an Immune-Response Modifier (Imiquimod)</article-title>. <source>J Am Acad Dermatol</source> (<year>1998</year>) <volume>38</volume>(<issue>2 Pt 1</issue>):<page-range>230&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/s0190-9622(98)70243-9</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rosen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Nelson</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ault</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Imiquimod Cream 2.5% and 3.75% Applied Once Daily to Treat External Genital Warts in Men</article-title>. <source>Cutis</source> (<year>2015</year>) <volume>96</volume>(<issue>4</issue>):<page-range>277&#x2013;82</page-range>.</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hammerl</surname> <given-names>V</given-names>
</name>
<name>
<surname>Parlar</surname> <given-names>B</given-names>
</name>
<name>
<surname>Navarini</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gantenbein</surname> <given-names>L</given-names>
</name>
<name>
<surname>V&#xe4;th</surname> <given-names>H</given-names>
</name>
<name>
<surname>Mueller</surname> <given-names>SM</given-names>
</name>
</person-group>. <article-title>Mucosal Side Effects in Patients Treated With Topical Imiquimod-A Scoping Review of the Literature</article-title>. <source>Dermatol Ther</source> (<year>2021</year>) <volume>34</volume>(<issue>1</issue>):<fpage>e14355</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/dth.14355</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Conlon</surname> <given-names>JM</given-names>
</name>
</person-group>. <article-title>Structural Diversity and Species Distribution of Host-Defense Peptides in Frog Skin Secretions</article-title>. <source>Cell Mol Life Sci</source> (<year>2011</year>) <volume>68</volume>(<issue>13</issue>):<page-range>2303&#x2013;15</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00018-011-0720-8</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yeung</surname> <given-names>AT</given-names>
</name>
<name>
<surname>Gellatly</surname> <given-names>SL</given-names>
</name>
<name>
<surname>Hancock</surname> <given-names>RE</given-names>
</name>
</person-group>. <article-title>Multifunctional Cationic Host Defence Peptides and Their Clinical Applications</article-title>. <source>Cell Mol Life Sci</source> (<year>2011</year>) <volume>68</volume>(<issue>13</issue>):<page-range>2161&#x2013;76</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00018-011-0710-x</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tornesello</surname> <given-names>AL</given-names>
</name>
<name>
<surname>Borrelli</surname> <given-names>A</given-names>
</name>
<name>
<surname>Buonaguro</surname> <given-names>L</given-names>
</name>
<name>
<surname>Buonaguro</surname> <given-names>FM</given-names>
</name>
<name>
<surname>Tornesello</surname> <given-names>ML</given-names>
</name>
</person-group>. <article-title>Antimicrobial Peptides as Anticancer Agents: Functional Properties and Biological Activities</article-title>. <source>Molecules</source> (<year>2020</year>) <volume>25</volume>(<issue>12</issue>):<fpage>2850</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/molecules25122850</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deslouches</surname> <given-names>B</given-names>
</name>
<name>
<surname>Di</surname> <given-names>YP</given-names>
</name>
</person-group>. <article-title>Antimicrobial Peptides With Selective Antitumor Mechanisms: Prospect for Anticancer Applications</article-title>. <source>Oncotarget</source> (<year>2017</year>) <volume>8</volume>(<issue>28</issue>):<page-range>46635&#x2013;51</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.18632/oncotarget.16743</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mulder</surname> <given-names>KC</given-names>
</name>
<name>
<surname>Lima</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Miranda</surname> <given-names>VJ</given-names>
</name>
<name>
<surname>Dias</surname> <given-names>SC</given-names>
</name>
<name>
<surname>Franco</surname> <given-names>OL</given-names>
</name>
</person-group>. <article-title>Current Scenario of Peptide-Based Drugs: The Key Roles of Cationic Antitumor and Antiviral Peptides</article-title>. <source>Front Microbiol</source> (<year>2013</year>) <volume>4</volume>:<elocation-id>321</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fmicb.2013.00321</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ni</surname> <given-names>G</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>D</given-names>
</name>
<name>
<surname>Cummins</surname> <given-names>SF</given-names>
</name>
<name>
<surname>Walton</surname> <given-names>SF</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Comparative Proteomic Study of the Antiproliferative Activity of Frog Host-Defence Peptide Caerin 1.9 and Its Additive Effect With Caerin 1.1 on TC-1 Cells Transformed With HPV16 E6 and E7</article-title>. <source>BioMed Res Int</source> (<year>2018</year>) <volume>2018</volume>:<elocation-id>7382351</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2018/7382351</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname> <given-names>B</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>K</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Topical Application of Temperature-Sensitive Caerin 1.1 and 1.9 Gel Inhibits TC-1 Tumor Growth in Mice</article-title>. <source>Am J Transl Res</source> (<year>2020</year>) <volume>12</volume>(<issue>1</issue>):<fpage>191</fpage>&#x2013;<lpage>202</lpage>.</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ni</surname> <given-names>G</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>B</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Host-Defense Peptides Caerin 1.1 and 1.9 Stimulate TNF-Alpha-Dependent Apoptotic Signals in Human Cervical Cancer HeLa Cells</article-title>. <source>Front Cell Dev Biol</source> (<year>2020</year>) <volume>8</volume>:<elocation-id>676</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fcell.2020.00676</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ni</surname> <given-names>G</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Intratumoral Injection of Caerin 1.1 and 1.9 Peptides Increases the Efficacy of Vaccinated TC-1 Tumor-Bearing Mice With PD-1 Blockade by Modulating Macrophage Heterogeneity and the Activation of CD8(+) T Cells in the Tumor Microenvironment</article-title>. <source>Clin Transl Immunol</source> (<year>2021</year>) <volume>10</volume>(<issue>8</issue>):<fpage>e1335</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cti2.1335</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hume</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Summers</surname> <given-names>KM</given-names>
</name>
<name>
<surname>Raza</surname> <given-names>S</given-names>
</name>
<name>
<surname>Baillie</surname> <given-names>JK</given-names>
</name>
<name>
<surname>Freeman</surname> <given-names>TC</given-names>
</name>
</person-group>. <article-title>Functional Clustering and Lineage Markers: Insights Into Cellular Differentiation and Gene Function From Large-Scale Microarray Studies of Purified Primary Cell Populations</article-title>. <source>Genomics</source> (<year>2010</year>) <volume>95</volume>(<issue>6</issue>):<page-range>328&#x2013;38</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ygeno.2010.03.002</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Lan</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Quan</surname> <given-names>F</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>E</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>CellMarker: A Manually Curated Resource of Cell Markers in Human and Mouse</article-title>. <source>Nucleic Acids Res</source> (<year>2019</year>) <volume>47</volume>(<issue>D1</issue>):<fpage>D721</fpage>&#x2013;<lpage>8</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gky900</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guilliams</surname> <given-names>M</given-names>
</name>
<name>
<surname>Dutertre</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Scott</surname> <given-names>CL</given-names>
</name>
<name>
<surname>McGovern</surname> <given-names>N</given-names>
</name>
<name>
<surname>Sichien</surname> <given-names>D</given-names>
</name>
<name>
<surname>Chakarov</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Unsupervised High-Dimensional Analysis Aligns Dendritic Cells Across Tissues and Species</article-title>. <source>Immunity</source> (<year>2016</year>) <volume>45</volume>(<issue>3</issue>):<page-range>669&#x2013;84</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.immuni.2016.08.015</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Hove</surname> <given-names>H</given-names>
</name>
<name>
<surname>Martens</surname> <given-names>L</given-names>
</name>
<name>
<surname>Scheyltjens</surname> <given-names>I</given-names>
</name>
<name>
<surname>De Vlaminck</surname> <given-names>K</given-names>
</name>
<name>
<surname>Pombo Antunes</surname> <given-names>AR</given-names>
</name>
<name>
<surname>De Prijck</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>A Single-Cell Atlas of Mouse Brain Macrophages Reveals Unique Transcriptional Identities Shaped by Ontogeny and Tissue Environment</article-title>. <source>Nat Neurosci</source> (<year>2019</year>) <volume>22</volume>(<issue>6</issue>):<page-range>1021&#x2013;35</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41593-019-0393-4</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Potter</surname> <given-names>SS</given-names>
</name>
<name>
<surname>Whitsett</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>SINCERA: A Pipeline for Single-Cell RNA-Seq Profiling Analysis</article-title>. <source>PloS Comput Biol</source> (<year>2015</year>) <volume>11</volume>(<issue>11</issue>):<fpage>e1004575</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pcbi.1004575</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schwalie</surname> <given-names>PC</given-names>
</name>
<name>
<surname>Dong</surname> <given-names>H</given-names>
</name>
<name>
<surname>Zachara</surname> <given-names>M</given-names>
</name>
<name>
<surname>Russeil</surname> <given-names>J</given-names>
</name>
<name>
<surname>Alpern</surname> <given-names>D</given-names>
</name>
<name>
<surname>Akchiche</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>A Stromal Cell Population That Inhibits Adipogenesis in Mammalian Fat Depots</article-title>. <source>Nature</source> (<year>2018</year>) <volume>559</volume>(<issue>7712</issue>):<page-range>103&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-018-0226-8</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Plasschaert</surname> <given-names>LW</given-names>
</name>
<name>
<surname>&#x17d;ilionis</surname> <given-names>R</given-names>
</name>
<name>
<surname>Choo-Wing</surname> <given-names>R</given-names>
</name>
<name>
<surname>Savova</surname> <given-names>V</given-names>
</name>
<name>
<surname>Knehr</surname> <given-names>J</given-names>
</name>
<name>
<surname>Roma</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>A Single-Cell Atlas of the Airway Epithelium Reveals the CFTR-Rich Pulmonary Ionocyte</article-title>. <source>Nature</source> (<year>2018</year>) <volume>560</volume>(<issue>7718</issue>):<page-range>377&#x2013;81</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-018-0394-6</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname> <given-names>NY</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>CW</given-names>
</name>
<name>
<surname>Kagwiria</surname> <given-names>R</given-names>
</name>
<name>
<surname>Liang</surname> <given-names>R</given-names>
</name>
<name>
<surname>Beyer</surname> <given-names>C</given-names>
</name>
<name>
<surname>Distler</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Inactivation of Autophagy Ameliorates Glucocorticoid-Induced and Ovariectomy-Induced Bone Loss</article-title>. <source>Ann Rheum Dis</source> (<year>2016</year>) <volume>75</volume>(<issue>6</issue>):<page-range>1203&#x2013;10</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/annrheumdis-2015-207240</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Arlauckas</surname> <given-names>SP</given-names>
</name>
<name>
<surname>Garren</surname> <given-names>SB</given-names>
</name>
<name>
<surname>Garris</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Kohler</surname> <given-names>RH</given-names>
</name>
<name>
<surname>Oh</surname> <given-names>J</given-names>
</name>
<name>
<surname>Pittet</surname> <given-names>MJ</given-names>
</name>
<etal/>
</person-group>. <article-title>Arg1 Expression Defines Immunosuppressive Subsets of Tumor-Associated Macrophages</article-title>. <source>Theranostics</source> (<year>2018</year>) <volume>8</volume>(<issue>21</issue>):<page-range>5842&#x2013;54</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.7150/thno.26888</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cochain</surname> <given-names>C</given-names>
</name>
<name>
<surname>Vafadarnejad</surname> <given-names>E</given-names>
</name>
<name>
<surname>Arampatzi</surname> <given-names>P</given-names>
</name>
<name>
<surname>Pelisek</surname> <given-names>J</given-names>
</name>
<name>
<surname>Winkels</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ley</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Single-Cell RNA-Seq Reveals the Transcriptional Landscape and Heterogeneity of Aortic Macrophages in Murine Atherosclerosis</article-title>. <source>Circ Res</source> (<year>2018</year>) <volume>122</volume>(<issue>12</issue>):<page-range>1661&#x2013;74</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1161/circresaha.117.312509</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>DeLeon-Pennell</surname> <given-names>KY</given-names>
</name>
<name>
<surname>Iyer</surname> <given-names>RP</given-names>
</name>
<name>
<surname>Ero</surname> <given-names>OK</given-names>
</name>
<name>
<surname>Cates</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Flynn</surname> <given-names>ER</given-names>
</name>
<name>
<surname>Cannon</surname> <given-names>PL</given-names>
</name>
<etal/>
</person-group>. <article-title>Periodontal-Induced Chronic Inflammation Triggers Macrophage Secretion of Ccl12 to Inhibit Fibroblast-Mediated Cardiac Wound Healing</article-title>. <source>JCI Insight</source> (<year>2017</year>) <volume>2</volume>(<issue>18</issue>):<fpage>e94207</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1172/jci.insight.94207</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xuan</surname> <given-names>W</given-names>
</name>
<name>
<surname>Qu</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>B</given-names>
</name>
<name>
<surname>Xiong</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>GH</given-names>
</name>
</person-group>. <article-title>The Chemotaxis of M1 and M2 Macrophages Is Regulated by Different Chemokines</article-title>. <source>J Leukoc Biol</source> (<year>2015</year>) <volume>97</volume>(<issue>1</issue>):<page-range>61&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1189/jlb.1A0314-170R</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Han</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>S</given-names>
</name>
<name>
<surname>Park</surname> <given-names>YS</given-names>
</name>
<name>
<surname>Park</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>KY</given-names>
</name>
<name>
<surname>Lim</surname> <given-names>JS</given-names>
</name>
<etal/>
</person-group>. <article-title>IFITM6 Expression Is Increased in Macrophages of Tumor-Bearing Mice</article-title>. <source>Oncol Rep</source> (<year>2011</year>) <volume>25</volume>(<issue>2</issue>):<page-range>531&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3892/or.2010.1092</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lin</surname> <given-names>JD</given-names>
</name>
<name>
<surname>Nishi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Poles</surname> <given-names>J</given-names>
</name>
<name>
<surname>Niu</surname> <given-names>X</given-names>
</name>
<name>
<surname>McCauley</surname> <given-names>C</given-names>
</name>
<name>
<surname>Rahman</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Single-Cell Analysis of Fate-Mapped Macrophages Reveals Heterogeneity, Including Stem-Like Properties, During Atherosclerosis Progression and Regression</article-title>. <source>JCI Insight</source> (<year>2019</year>) <volume>4</volume>(<issue>4</issue>):<fpage>e124574</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1172/jci.insight.124574</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cassetta</surname> <given-names>L</given-names>
</name>
<name>
<surname>Fragkogianni</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sims</surname> <given-names>AH</given-names>
</name>
<name>
<surname>Swierczak</surname> <given-names>A</given-names>
</name>
<name>
<surname>Forrester</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Human Tumor-Associated Macrophage and Monocyte Transcriptional Landscapes Reveal Cancer-Specific Reprogramming, Biomarkers, and Therapeutic Targets</article-title>. <source>Cancer Cell</source> (<year>2019</year>) <volume>35</volume>(<issue>4</issue>):<fpage>588</fpage>&#x2013;<lpage>602.e510</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.ccell.2019.02.009</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hayden</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Ghosh</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Regulation of NF-&#x3ba;b by TNF Family Cytokines</article-title>. <source>Semin Immunol</source> (<year>2014</year>) <volume>26</volume>(<issue>3</issue>):<page-range>253&#x2013;66</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.smim.2014.05.004</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Johnson</surname> <given-names>DE</given-names>
</name>
<name>
<surname>O&#x2019;Keefe</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Grandis</surname> <given-names>JR</given-names>
</name>
</person-group>. <article-title>Targeting the IL-6/JAK/STAT3 Signalling Axis in Cancer</article-title>. <source>Nat Rev Clin Oncol</source> (<year>2018</year>) <volume>15</volume>(<issue>4</issue>):<page-range>234&#x2013;48</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nrclinonc.2018.8</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bronte</surname> <given-names>V</given-names>
</name>
<name>
<surname>Murray</surname> <given-names>PJ</given-names>
</name>
</person-group>. <article-title>Understanding Local Macrophage Phenotypes in Disease: Modulating Macrophage Function to Treat Cancer</article-title>. <source>Nat Med</source> (<year>2015</year>) <volume>21</volume>(<issue>2</issue>):<page-range>117&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nm.3794</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grzywa</surname> <given-names>TM</given-names>
</name>
<name>
<surname>Sosnowska</surname> <given-names>A</given-names>
</name>
<name>
<surname>Matryba</surname> <given-names>P</given-names>
</name>
<name>
<surname>Rydzynska</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Jasinski</surname> <given-names>M</given-names>
</name>
<name>
<surname>Nowis</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Myeloid Cell-Derived Arginase in Cancer Immune Response</article-title>. <source>Front Immunol</source> (<year>2020</year>) <volume>11</volume>:<elocation-id>938</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2020.00938</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Puccio</surname> <given-names>I</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>S</given-names>
</name>
<name>
<surname>Butt</surname> <given-names>A</given-names>
</name>
<name>
<surname>Graham</surname> <given-names>D</given-names>
</name>
<name>
<surname>Sehgal</surname> <given-names>V</given-names>
</name>
<name>
<surname>Patel</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Immunohistochemical Assessment of Survivin and Bcl3 Expression as Potential Biomarkers for NF-&#x3ba;b Activation in the Barrett Metaplasia-Dysplasia-Adenocarcinoma Sequence</article-title>. <source>Int J Exp Pathol</source> (<year>2018</year>) <volume>99</volume>(<issue>1</issue>):<page-range>10&#x2013;4</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/iep.12260</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jackson-Bernitsas</surname> <given-names>DG</given-names>
</name>
<name>
<surname>Ichikawa</surname> <given-names>H</given-names>
</name>
<name>
<surname>Takada</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Myers</surname> <given-names>JN</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>XL</given-names>
</name>
<name>
<surname>Darnay</surname> <given-names>BG</given-names>
</name>
<etal/>
</person-group>. <article-title>Evidence That TNF-TNFR1-TRADD-TRAF2-RIP-TAK1-IKK Pathway Mediates Constitutive NF-KappaB Activation and Proliferation in Human Head and Neck Squamous Cell Carcinoma</article-title>. <source>Oncogene</source> (<year>2007</year>) <volume>26</volume>(<issue>10</issue>):<page-range>1385&#x2013;97</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/sj.onc.1209945</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Kong</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Yan</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Metadherin Mediates Lipopolysaccharide-Induced Migration and Invasion of Breast Cancer Cells</article-title>. <source>PloS One</source> (<year>2011</year>) <volume>6</volume>(<issue>12</issue>):<fpage>e29363</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0029363</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>KQ</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>LN</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>LL</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>XX</given-names>
</name>
<etal/>
</person-group>. <article-title>Nuclear Receptor Coactivator 6 Promotes HTR-8/SVneo Cell Invasion and Migration by Activating NF-&#x3ba;b-Mediated MMP9 Transcription</article-title>. <source>Cell Prolif</source> (<year>2020</year>) <volume>53</volume>(<issue>9</issue>):<fpage>e12876</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/cpr.12876</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bernstein</surname> <given-names>HB</given-names>
</name>
<name>
<surname>Plasterer</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Schiff</surname> <given-names>SE</given-names>
</name>
<name>
<surname>Kitchen</surname> <given-names>CM</given-names>
</name>
<name>
<surname>Kitchen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Zack</surname> <given-names>,JA</given-names>
</name>
</person-group>. <article-title>CD4 Expression on Activated NK Cells: Ligation of CD4 Induces Cytokine Expression and Cell Migration</article-title>. <source>J Immunol</source> (<year>2006</year>) <volume>177</volume>(<issue>6</issue>):<page-range>3669&#x2013;76</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.177.6.3669</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Montaldo</surname> <given-names>E</given-names>
</name>
<name>
<surname>Del Zotto</surname> <given-names>G</given-names>
</name>
<name>
<surname>Della Chiesa</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mingari</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Moretta</surname> <given-names>A</given-names>
</name>
<name>
<surname>De Maria</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Human NK Cell Receptors/Markers: A Tool to Analyze NK Cell Development, Subsets and Function</article-title>. <source>Cytometry A</source> (<year>2013</year>) <volume>83</volume>(<issue>8</issue>):<page-range>702&#x2013;13</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cyto.a.22302</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sim</surname> <given-names>GC</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>E</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Creasy</surname> <given-names>C</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>IL2 Variant Circumvents ICOS+ Regulatory T-Cell Expansion and Promotes NK Cell Activation</article-title>. <source>Cancer Immunol Res</source> (<year>2016</year>) <volume>4</volume>(<issue>11</issue>):<page-range>983&#x2013;94</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1158/2326-6066.Cir-15-0195</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>C</given-names>
</name>
<name>
<surname>Siebert</surname> <given-names>JR</given-names>
</name>
<name>
<surname>Burns</surname> <given-names>R</given-names>
</name>
<name>
<surname>Gerbec</surname> <given-names>ZJ</given-names>
</name>
<name>
<surname>Bonacci</surname> <given-names>B</given-names>
</name>
<name>
<surname>Rymaszewski</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Heterogeneity of Human Bone Marrow and Blood Natural Killer Cells Defined by Single-Cell Transcriptome</article-title>. <source>Nat Commun</source> (<year>2019</year>) <volume>10</volume>(<issue>1</issue>):<fpage>3931</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-019-11947-7</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>H</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sheng</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>The Blk Pathway Functions as a Tumor Suppressor in Chronic Myeloid Leukemia Stem Cells</article-title>. <source>Nat Genet</source> (<year>2012</year>) <volume>44</volume>(<issue>8</issue>):<page-range>861&#x2013;71</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ng.2350</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Petersen</surname> <given-names>DL</given-names>
</name>
<name>
<surname>Krejsgaard</surname> <given-names>T</given-names>
</name>
<name>
<surname>Berthelsen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Fredholm</surname> <given-names>S</given-names>
</name>
<name>
<surname>Willerslev-Olsen</surname> <given-names>A</given-names>
</name>
<name>
<surname>Sibbesen</surname> <given-names>NA</given-names>
</name>
<etal/>
</person-group>. <article-title>B-Lymphoid Tyrosine Kinase (Blk) Is an Oncogene and a Potential Target for Therapy With Dasatinib in Cutaneous T-Cell Lymphoma (CTCL)</article-title>. <source>Leukemia</source> (<year>2014</year>) <volume>28</volume>(<issue>10</issue>):<page-range>2109&#x2013;12</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/leu.2014.192</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cupedo</surname> <given-names>T</given-names>
</name>
<name>
<surname>Crellin</surname> <given-names>NK</given-names>
</name>
<name>
<surname>Papazian</surname> <given-names>N</given-names>
</name>
<name>
<surname>Rombouts</surname> <given-names>EJ</given-names>
</name>
<name>
<surname>Weijer</surname> <given-names>K</given-names>
</name>
<name>
<surname>Grogan</surname> <given-names>JL</given-names>
</name>
<etal/>
</person-group>. <article-title>Human Fetal Lymphoid Tissue-Inducer Cells Are Interleukin 17-Producing Precursors to RORC+ CD127+ Natural Killer-Like Cells</article-title>. <source>Nat Immunol</source> (<year>2009</year>) <volume>10</volume>(<issue>1</issue>):<fpage>66</fpage>&#x2013;<lpage>74</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ni.1668</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chattaragada</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Riganti</surname> <given-names>C</given-names>
</name>
<name>
<surname>Sassoe</surname> <given-names>M</given-names>
</name>
<name>
<surname>Principe</surname> <given-names>M</given-names>
</name>
<name>
<surname>Santamorena</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Roux</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>FAM49B, a Novel Regulator of Mitochondrial Function and Integrity That Suppresses Tumor Metastasis</article-title>. <source>Oncogene</source> (<year>2018</year>) <volume>37</volume>(<issue>6</issue>):<fpage>697</fpage>&#x2013;<lpage>709</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/onc.2017.358</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dybkaer</surname> <given-names>K</given-names>
</name>
<name>
<surname>Iqbal</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>G</given-names>
</name>
<name>
<surname>Geng</surname> <given-names>H</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>L</given-names>
</name>
<name>
<surname>Schmitz</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Genome Wide Transcriptional Analysis of Resting and IL2 Activated Human Natural Killer Cells: Gene Expression Signatures Indicative of Novel Molecular Signaling Pathways</article-title>. <source>BMC Genomics</source> (<year>2007</year>) <volume>8</volume>:<elocation-id>230</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1471-2164-8-230</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sommers</surname> <given-names>CL</given-names>
</name>
<name>
<surname>Rabin</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Grinberg</surname> <given-names>A</given-names>
</name>
<name>
<surname>Tsay</surname> <given-names>HC</given-names>
</name>
<name>
<surname>Farber</surname> <given-names>J</given-names>
</name>
<name>
<surname>Love</surname> <given-names>PE</given-names>
</name>
</person-group>. <article-title>A Role for the Tec Family Tyrosine Kinase Txk in T Cell Activation and Thymocyte Selection</article-title>. <source>J Exp Med</source> (<year>1999</year>) <volume>190</volume>(<issue>10</issue>):<page-range>1427&#x2013;38</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.190.10.1427</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Obaldia</surname> <given-names>ME</given-names>
</name>
<name>
<surname>Bhandoola</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Transcriptional Regulation of Innate and Adaptive Lymphocyte Lineages</article-title>. <source>Annu Rev Immunol</source> (<year>2015</year>) <volume>33</volume>:<page-range>607&#x2013;42</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1146/annurev-immunol-032414-112032</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Benechet</surname> <given-names>AP</given-names>
</name>
<name>
<surname>Menon</surname> <given-names>M</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>D</given-names>
</name>
<name>
<surname>Samji</surname> <given-names>T</given-names>
</name>
<name>
<surname>Maher</surname> <given-names>L</given-names>
</name>
<name>
<surname>Murooka</surname> <given-names>TT</given-names>
</name>
<etal/>
</person-group>. <article-title>T Cell-Intrinsic S1PR1 Regulates Endogenous Effector T-Cell Egress Dynamics From Lymph Nodes During Infection</article-title>. <source>Proc Natl Acad Sci USA</source> (<year>2016</year>) <volume>113</volume>(<issue>8</issue>):<page-range>2182&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1516485113</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saunders</surname> <given-names>A</given-names>
</name>
<name>
<surname>Webb</surname> <given-names>LM</given-names>
</name>
<name>
<surname>Janas</surname> <given-names>ML</given-names>
</name>
<name>
<surname>Hutchings</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pascall</surname> <given-names>J</given-names>
</name>
<name>
<surname>Carter</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Putative GTPase GIMAP1 Is Critical for the Development of Mature B and T Lymphocytes</article-title>. <source>Blood</source> (<year>2010</year>) <volume>115</volume>(<issue>16</issue>):<page-range>3249&#x2013;57</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1182/blood-2009-08-237586</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Conlon</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Mechkarska</surname> <given-names>M</given-names>
</name>
<name>
<surname>Prajeep</surname> <given-names>M</given-names>
</name>
<name>
<surname>Arafat</surname> <given-names>K</given-names>
</name>
<name>
<surname>Zaric</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lukic</surname> <given-names>ML</given-names>
</name>
<etal/>
</person-group>. <article-title>Transformation of the Naturally Occurring Frog Skin Peptide, Alyteserin-2a Into a Potent, Non-Toxic Anti-Cancer Agent</article-title>. <source>Amino Acids</source> (<year>2013</year>) <volume>44</volume>(<issue>2</issue>):<page-range>715&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00726-012-1395-7</pub-id>
</citation>
</ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Scorciapino</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Manzo</surname> <given-names>G</given-names>
</name>
<name>
<surname>Rinaldi</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Sanna</surname> <given-names>R</given-names>
</name>
<name>
<surname>Casu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Pantic</surname> <given-names>JM</given-names>
</name>
<etal/>
</person-group>. <article-title>Conformational Analysis of the Frog Skin Peptide, Plasticin-L1, and Its Effects on Production of Proinflammatory Cytokines by Macrophages</article-title>. <source>Biochemistry</source> (<year>2013</year>) <volume>52</volume>(<issue>41</issue>):<page-range>7231&#x2013;41</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/bi4008287</pub-id>
</citation>
</ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pan</surname> <given-names>X</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>B</given-names>
</name>
<name>
<surname>You</surname> <given-names>X</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Synthesized Natural Peptides From Amphibian Skin Secretions Increase the Efficacy of a Therapeutic Vaccine by Recruiting More T Cells to the Tumour Site</article-title>. <source>BMC Complement Altern Med</source> (<year>2019</year>) <volume>19</volume>(<issue>1</issue>):<fpage>163</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12906-019-2571-z</pub-id>
</citation>
</ref>
<ref id="B63">
<label>63</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Platanias</surname> <given-names>LC</given-names>
</name>
</person-group>. <article-title>Mechanisms of Type-I- and Type-II-Interferon-Mediated Signalling</article-title>. <source>Nat Rev Immunol</source> (<year>2005</year>) <volume>5</volume>(<issue>5</issue>):<page-range>375&#x2013;86</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nri1604</pub-id>
</citation>
</ref>
<ref id="B64">
<label>64</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yokota</surname> <given-names>A</given-names>
</name>
<name>
<surname>Hirai</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sato</surname> <given-names>R</given-names>
</name>
<name>
<surname>Adachi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sato</surname> <given-names>F</given-names>
</name>
<name>
<surname>Hayashi</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>C/Ebp&#x3b2; Is a Critical Mediator of IFN-&#x3b1;-Induced Exhaustion of Chronic Myeloid Leukemia Stem Cells</article-title>. <source>Blood Adv</source> (<year>2019</year>) <volume>3</volume>(<issue>3</issue>):<page-range>476&#x2013;88</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1182/bloodadvances.2018020503</pub-id>
</citation>
</ref>
<ref id="B65">
<label>65</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ruddy</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>GC</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>XK</given-names>
</name>
<name>
<surname>Yamamoto</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kasayama</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kirkwood</surname> <given-names>KL</given-names>
</name>
<etal/>
</person-group>. <article-title>Functional Cooperation Between Interleukin-17 and Tumor Necrosis Factor-Alpha Is Mediated by CCAAT/Enhancer-Binding Protein Family Members</article-title>. <source>J Biol Chem</source> (<year>2004</year>) <volume>279</volume>(<issue>4</issue>):<page-range>2559&#x2013;67</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1074/jbc.M308809200</pub-id>
</citation>
</ref>
<ref id="B66">
<label>66</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Patel</surname> <given-names>DN</given-names>
</name>
<name>
<surname>King</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Bailey</surname> <given-names>SR</given-names>
</name>
<name>
<surname>Holt</surname> <given-names>JW</given-names>
</name>
<name>
<surname>Venkatachalam</surname> <given-names>K</given-names>
</name>
<name>
<surname>Agrawal</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Interleukin-17 Stimulates C-Reactive Protein Expression in Hepatocytes and Smooth Muscle Cells via P38 MAPK and ERK1/2-Dependent NF-kappaB and C/EBPbeta Activation</article-title>. <source>J Biol Chem</source> (<year>2007</year>) <volume>282</volume>(<issue>37</issue>):<page-range>27229&#x2013;38</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1074/jbc.M703250200</pub-id>
</citation>
</ref>
<ref id="B67">
<label>67</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shen</surname> <given-names>F</given-names>
</name>
<name>
<surname>Li</surname> <given-names>N</given-names>
</name>
<name>
<surname>Gade</surname> <given-names>P</given-names>
</name>
<name>
<surname>Kalvakolanu</surname> <given-names>DV</given-names>
</name>
<name>
<surname>Weibley</surname> <given-names>T</given-names>
</name>
<name>
<surname>Doble</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>IL-17 Receptor Signaling Inhibits C/EBPbeta by Sequential Phosphorylation of the Regulatory 2 Domain</article-title>. <source>Sci Signal</source> (<year>2009</year>) <volume>2</volume>(<issue>59</issue>):<fpage>ra8</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/scisignal.2000066</pub-id>
</citation>
</ref>
<ref id="B68">
<label>68</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maekawa</surname> <given-names>T</given-names>
</name>
<name>
<surname>Hosur</surname> <given-names>K</given-names>
</name>
<name>
<surname>Abe</surname> <given-names>T</given-names>
</name>
<name>
<surname>Kantarci</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ziogas</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>B</given-names>
</name>
<etal/>
</person-group>. <article-title>Antagonistic Effects of IL-17 and D-Resolvins on Endothelial Del-1 Expression Through a GSK-3&#x3b2;-C/Ebp&#x3b2; Pathway</article-title>. <source>Nat Commun</source> (<year>2015</year>) <volume>6</volume>:<fpage>8272</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ncomms9272</pub-id>
</citation>
</ref>
<ref id="B69">
<label>69</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Simpson-Abelson</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Hernandez-Mir</surname> <given-names>G</given-names>
</name>
<name>
<surname>Childs</surname> <given-names>EE</given-names>
</name>
<name>
<surname>Cruz</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Poholek</surname> <given-names>AC</given-names>
</name>
<name>
<surname>Chattopadhyay</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>CCAAT/Enhancer-Binding Protein &#x3b2; Promotes Pathogenesis of EAE</article-title>. <source>Cytokine</source> (<year>2017</year>) <volume>92</volume>:<fpage>24</fpage>&#x2013;<lpage>32</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cyto.2017.01.005</pub-id>
</citation>
</ref>
<ref id="B70">
<label>70</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yan</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Staiger</surname> <given-names>J</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>PF</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>C5a-Regulated CCAAT/enhancer-Binding Proteins &#x3b2; and &#x3b4; Are Essential in Fc&#x3b3; Receptor-Mediated Inflammatory Cytokine and Chemokine Production in Macrophages</article-title>. <source>J Biol Chem</source> (<year>2012</year>) <volume>287</volume>(<issue>5</issue>):<page-range>3217&#x2013;30</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1074/jbc.M111.280834</pub-id>
</citation>
</ref>
<ref id="B71">
<label>71</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Busch</surname> <given-names>R</given-names>
</name>
<name>
<surname>Doebele</surname> <given-names>RC</given-names>
</name>
<name>
<surname>Patil</surname> <given-names>NS</given-names>
</name>
<name>
<surname>Pashine</surname> <given-names>A</given-names>
</name>
<name>
<surname>Mellins</surname> <given-names>ED</given-names>
</name>
</person-group>. <article-title>Accessory Molecules for MHC Class II Peptide Loading</article-title>. <source>Curr Opin Immunol</source> (<year>2000</year>) <volume>12</volume>(<issue>1</issue>):<fpage>99</fpage>&#x2013;<lpage>106</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/s0952-7915(99)00057-6</pub-id>
</citation>
</ref>
<ref id="B72">
<label>72</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vander Lugt</surname> <given-names>B</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Hackney</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Agrawal</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lesch</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Transcriptional Programming of Dendritic Cells for Enhanced MHC Class II Antigen Presentation</article-title>. <source>Nat Immunol</source> (<year>2014</year>) <volume>15</volume>(<issue>2</issue>):<page-range>161&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ni.2795</pub-id>
</citation>
</ref>
<ref id="B73">
<label>73</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nam</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lim</surname> <given-names>JS</given-names>
</name>
</person-group>. <article-title>Essential Role of Interferon Regulatory Factor 4 (IRF4) in Immune Cell Development</article-title>. <source>Arch Pharm Res</source> (<year>2016</year>) <volume>39</volume>(<issue>11</issue>):<page-range>1548&#x2013;55</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12272-016-0854-1</pub-id>
</citation>
</ref>
<ref id="B74">
<label>74</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Michallet</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Meylan</surname> <given-names>E</given-names>
</name>
<name>
<surname>Ermolaeva</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Vazquez</surname> <given-names>J</given-names>
</name>
<name>
<surname>Rebsamen</surname> <given-names>M</given-names>
</name>
<name>
<surname>Curran</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>TRADD Protein Is an Essential Component of the RIG-Like Helicase Antiviral Pathway</article-title>. <source>Immunity</source> (<year>2008</year>) <volume>28</volume>(<issue>5</issue>):<page-range>651&#x2013;61</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.immuni.2008.03.013</pub-id>
</citation>
</ref>
<ref id="B75">
<label>75</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gonz&#xe1;lez-Cabrero</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wise</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Latchman</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Freeman</surname> <given-names>GJ</given-names>
</name>
<name>
<surname>Sharpe</surname> <given-names>AH</given-names>
</name>
<name>
<surname>Reiser</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>CD48-Deficient Mice Have a Pronounced Defect in CD4(+) T Cell Activation</article-title>. <source>Proc Natl Acad Sci USA</source> (<year>1999</year>) <volume>96</volume>(<issue>3</issue>):<page-range>1019&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.96.3.1019</pub-id>
</citation>
</ref>
<ref id="B76">
<label>76</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Stamenkovic</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>Cell Surface-Localized Matrix Metalloproteinase-9 Proteolytically Activates TGF-Beta and Promotes Tumor Invasion and Angiogenesis</article-title>. <source>Genes Dev</source> (<year>2000</year>) <volume>14</volume>(<issue>2</issue>):<page-range>163&#x2013;76</page-range>.</citation>
</ref>
<ref id="B77">
<label>77</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Oriss</surname> <given-names>TB</given-names>
</name>
<name>
<surname>Krishnamoorthy</surname> <given-names>N</given-names>
</name>
<name>
<surname>Raundhal</surname> <given-names>M</given-names>
</name>
<name>
<surname>Morse</surname> <given-names>C</given-names>
</name>
<name>
<surname>Chakraborty</surname> <given-names>K</given-names>
</name>
<name>
<surname>Khare</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Cutting Edge: MMP-9 Inhibits IL-23p19 Expression in Dendritic Cells by Targeting Membrane Stem Cell Factor Affecting Lung IL-17 Response</article-title>. <source>J Immunol</source> (<year>2014</year>) <volume>192</volume>(<issue>12</issue>):<page-range>5471&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.1303183</pub-id>
</citation>
</ref>
<ref id="B78">
<label>78</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Niederquell</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kurig</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fischer</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Tomiuk</surname> <given-names>S</given-names>
</name>
<name>
<surname>Swiecki</surname> <given-names>M</given-names>
</name>
<name>
<surname>Colonna</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Sca-1 Expression Defines Developmental Stages of Mouse pDCs That Show Functional Heterogeneity in the Endosomal But Not Lysosomal TLR9 Response</article-title>. <source>Eur J Immunol</source> (<year>2013</year>) <volume>43</volume>(<issue>11</issue>):<fpage>2993</fpage>&#x2013;<lpage>3005</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/eji.201343498</pub-id>
</citation>
</ref>
<ref id="B79">
<label>79</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Petes</surname> <given-names>C</given-names>
</name>
<name>
<surname>Odoardi</surname> <given-names>N</given-names>
</name>
<name>
<surname>Gee</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>The Toll for Trafficking: Toll-Like Receptor 7 Delivery to the Endosome</article-title>. <source>Front Immunol</source> (<year>2017</year>) <volume>8</volume>:<elocation-id>1075</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2017.01075</pub-id>
</citation>
</ref>
<ref id="B80">
<label>80</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Das</surname> <given-names>T</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Hendriks</surname> <given-names>RW</given-names>
</name>
<name>
<surname>Kool</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>A20/Tumor Necrosis Factor &#x3b1;-Induced Protein 3 in Immune Cells Controls Development of Autoinflammation and Autoimmunity: Lessons From Mouse Models</article-title>. <source>Front Immunol</source> (<year>2018</year>) <volume>9</volume>:<elocation-id>104</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2018.00104</pub-id>
</citation>
</ref>
<ref id="B81">
<label>81</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Just</surname> <given-names>S</given-names>
</name>
<name>
<surname>Nishanth</surname> <given-names>G</given-names>
</name>
<name>
<surname>Buchbinder</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Naumann</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lavrik</surname> <given-names>I</given-names>
</name>
<etal/>
</person-group>. <article-title>A20 Curtails Primary But Augments Secondary CD8(+) T Cell Responses in Intracellular Bacterial Infection</article-title>. <source>Sci Rep</source> (<year>2016</year>) <volume>6</volume>:<elocation-id>39796</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/srep39796</pub-id>
</citation>
</ref>
<ref id="B82">
<label>82</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nitta</surname> <given-names>T</given-names>
</name>
<name>
<surname>Nasreen</surname> <given-names>M</given-names>
</name>
<name>
<surname>Seike</surname> <given-names>T</given-names>
</name>
<name>
<surname>Goji</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ohigashi</surname> <given-names>I</given-names>
</name>
<name>
<surname>Miyazaki</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>IAN Family Critically Regulates Survival and Development of T Lymphocytes</article-title>. <source>PloS Biol</source> (<year>2006</year>) <volume>4</volume>(<issue>4</issue>):<fpage>e103</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pbio.0040103</pub-id>
</citation>
</ref>
<ref id="B83">
<label>83</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xing</surname> <given-names>S</given-names>
</name>
<name>
<surname>Li</surname> <given-names>F</given-names>
</name>
<name>
<surname>Zeng</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Shan</surname> <given-names>Q</given-names>
</name>
<etal/>
</person-group>. <article-title>Tcf1 and Lef1 Transcription Factors Establish CD8(+) T Cell Identity Through Intrinsic HDAC Activity</article-title>. <source>Nat Immunol</source> (<year>2016</year>) <volume>17</volume>(<issue>6</issue>):<fpage>695</fpage>&#x2013;<lpage>703</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ni.3456</pub-id>
</citation>
</ref>
<ref id="B84">
<label>84</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bartelt</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Houtman</surname> <given-names>JC</given-names>
</name>
</person-group>. <article-title>The Adaptor Protein LAT Serves as an Integration Node for Signaling Pathways That Drive T Cell Activation</article-title>. <source>Wiley Interdiscip Rev Syst Biol Med</source> (<year>2013</year>) <volume>5</volume>(<issue>1</issue>):<page-range>101&#x2013;10</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/wsbm.1194</pub-id>
</citation>
</ref>
<ref id="B85">
<label>85</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lillemeier</surname> <given-names>BF</given-names>
</name>
<name>
<surname>M&#xf6;rtelmaier</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Forstner</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Huppa</surname> <given-names>JB</given-names>
</name>
<name>
<surname>Groves</surname> <given-names>JT</given-names>
</name>
<name>
<surname>Davis</surname> <given-names>MM</given-names>
</name>
</person-group>. <article-title>TCR and Lat Are Expressed on Separate Protein Islands on T Cell Membranes and Concatenate During Activation</article-title>. <source>Nat Immunol</source> (<year>2010</year>) <volume>11</volume>(<issue>1</issue>):<page-range>90&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ni.1832</pub-id>
</citation>
</ref>
<ref id="B86">
<label>86</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ou-Yang</surname> <given-names>CW</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>M</given-names>
</name>
<name>
<surname>Fuller</surname> <given-names>DM</given-names>
</name>
<name>
<surname>Sullivan</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Chuck</surname> <given-names>MI</given-names>
</name>
<name>
<surname>Ogden</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Role of LAT in the Granule-Mediated Cytotoxicity of CD8 T Cells</article-title>. <source>Mol Cell Biol</source> (<year>2012</year>) <volume>32</volume>(<issue>14</issue>):<page-range>2674&#x2013;84</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1128/mcb.00356-12</pub-id>
</citation>
</ref>
<ref id="B87">
<label>87</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garris</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>L</given-names>
</name>
<name>
<surname>Acharya</surname> <given-names>S</given-names>
</name>
<name>
<surname>Arac</surname> <given-names>A</given-names>
</name>
<name>
<surname>Blaho</surname> <given-names>VA</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Defective Sphingosine 1-Phosphate Receptor 1 (S1P1) Phosphorylation Exacerbates TH17-Mediated Autoimmune Neuroinflammation</article-title>. <source>Nat Immunol</source> (<year>2013</year>) <volume>14</volume>(<issue>11</issue>):<page-range>1166&#x2013;72</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ni.2730</pub-id>
</citation>
</ref>
<ref id="B88">
<label>88</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>G</given-names>
</name>
<name>
<surname>Burns</surname> <given-names>S</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>G</given-names>
</name>
<name>
<surname>Boyd</surname> <given-names>K</given-names>
</name>
<name>
<surname>Proia</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Flavell</surname> <given-names>RA</given-names>
</name>
<etal/>
</person-group>. <article-title>The Receptor S1P1 Overrides Regulatory T Cell-Mediated Immune Suppression Through Akt-mTOR</article-title>. <source>Nat Immunol</source> (<year>2009</year>) <volume>10</volume>(<issue>7</issue>):<page-range>769&#x2013;77</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ni.1743</pub-id>
</citation>
</ref>
<ref id="B89">
<label>89</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>G</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>K</given-names>
</name>
<name>
<surname>Burns</surname> <given-names>S</given-names>
</name>
<name>
<surname>Shrestha</surname> <given-names>S</given-names>
</name>
<name>
<surname>Chi</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>The S1P(1)-mTOR Axis Directs the Reciprocal Differentiation of T(H)1 and T(reg) Cells</article-title>. <source>Nat Immunol</source> (<year>2010</year>) <volume>11</volume>(<issue>11</issue>):<page-range>1047&#x2013;56</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ni.1939</pub-id>
</citation>
</ref>
<ref id="B90">
<label>90</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Worbs</surname> <given-names>T</given-names>
</name>
<name>
<surname>Mempel</surname> <given-names>TR</given-names>
</name>
<name>
<surname>B&#xf6;lter</surname> <given-names>J</given-names>
</name>
<name>
<surname>von Andrian</surname> <given-names>UH</given-names>
</name>
<name>
<surname>F&#xf6;rster</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>CCR7 Ligands Stimulate the Intranodal Motility of T Lymphocytes <italic>In Vivo</italic>
</article-title>. <source>J Exp Med</source> (<year>2007</year>) <volume>204</volume>(<issue>3</issue>):<page-range>489&#x2013;95</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.20061706</pub-id>
</citation>
</ref>
<ref id="B91">
<label>91</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Asperti-Boursin</surname> <given-names>F</given-names>
</name>
<name>
<surname>Real</surname> <given-names>E</given-names>
</name>
<name>
<surname>Bismuth</surname> <given-names>G</given-names>
</name>
<name>
<surname>Trautmann</surname> <given-names>A</given-names>
</name>
<name>
<surname>Donnadieu</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>CCR7 Ligands Control Basal T Cell Motility Within Lymph Node Slices in a Phosphoinositide 3-Kinase-Independent Manner</article-title>. <source>J Exp Med</source> (<year>2007</year>) <volume>204</volume>(<issue>5</issue>):<page-range>1167&#x2013;79</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.20062079</pub-id>
</citation>
</ref>
<ref id="B92">
<label>92</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jung</surname> <given-names>YW</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>HG</given-names>
</name>
<name>
<surname>Perry</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Kaech</surname> <given-names>SM</given-names>
</name>
</person-group>. <article-title>CCR7 Expression Alters Memory CD8 T-Cell Homeostasis by Regulating Occupancy in IL-7- and IL-15-Dependent Niches</article-title>. <source>Proc Natl Acad Sci USA</source> (<year>2016</year>) <volume>113</volume>(<issue>29</issue>):<page-range>8278&#x2013;83</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1602899113</pub-id>
</citation>
</ref>
<ref id="B93">
<label>93</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pham</surname> <given-names>TH</given-names>
</name>
<name>
<surname>Okada</surname> <given-names>T</given-names>
</name>
<name>
<surname>Matloubian</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lo</surname> <given-names>CG</given-names>
</name>
<name>
<surname>Cyster</surname> <given-names>JG</given-names>
</name>
</person-group>. <article-title>S1P1 Receptor Signaling Overrides Retention Mediated by G Alpha I-Coupled Receptors to Promote T Cell Egress</article-title>. <source>Immunity</source> (<year>2008</year>) <volume>28</volume>(<issue>1</issue>):<page-range>122&#x2013;33</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.immuni.2007.11.017</pub-id>
</citation>
</ref>
<ref id="B94">
<label>94</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Venkataraman</surname> <given-names>C</given-names>
</name>
<name>
<surname>Schaefer</surname> <given-names>G</given-names>
</name>
<name>
<surname>Schindler</surname> <given-names>U</given-names>
</name>
</person-group>. <article-title>Cutting Edge: Chandra, a Novel Four-Transmembrane Domain Protein Differentially Expressed in Helper Type 1 Lymphocytes</article-title>. <source>J Immunol</source> (<year>2000</year>) <volume>165</volume>(<issue>2</issue>):<page-range>632&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.165.2.632</pub-id>
</citation>
</ref>
<ref id="B95">
<label>95</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Yan</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>MS</given-names>
</name>
<name>
<surname>Carey</surname> <given-names>GB</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Li</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>MS4a4B, a CD20 Homologue in T Cells, Inhibits T Cell Propagation by Modulation of Cell Cycle</article-title>. <source>PloS One</source> (<year>2010</year>) <volume>5</volume>(<issue>11</issue>):<fpage>e13780</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0013780</pub-id>
</citation>
</ref>
<ref id="B96">
<label>96</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fil&#xe9;n</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lahesmaa</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>GIMAP Proteins in T-Lymphocytes</article-title>. <source>J Signal Transduct</source> (<year>2010</year>) 2010:<fpage>268589</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2010/268589</pub-id>
</citation>
</ref>
<ref id="B97">
<label>97</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nitta</surname> <given-names>T</given-names>
</name>
<name>
<surname>Takahama</surname> <given-names>Y</given-names>
</name>
</person-group>. <article-title>The Lymphocyte Guard-IANs: Regulation of Lymphocyte Survival by IAN/GIMAP Family Proteins</article-title>. <source>Trends Immunol</source> (<year>2007</year>) <volume>28</volume>(<issue>2</issue>):<fpage>58</fpage>&#x2013;<lpage>65</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.it.2006.12.002</pub-id>
</citation>
</ref>
<ref id="B98">
<label>98</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barnes</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Aksoylar</surname> <given-names>H</given-names>
</name>
<name>
<surname>Krebs</surname> <given-names>P</given-names>
</name>
<name>
<surname>Bourdeau</surname> <given-names>T</given-names>
</name>
<name>
<surname>Arnold</surname> <given-names>CN</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Loss of T Cell and B Cell Quiescence Precedes the Onset of Microbial Flora-Dependent Wasting Disease and Intestinal Inflammation in Gimap5-Deficient Mice</article-title>. <source>J Immunol</source> (<year>2010</year>) <volume>184</volume>(<issue>7</issue>):<page-range>3743&#x2013;54</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.0903164</pub-id>
</citation>
</ref>
<ref id="B99">
<label>99</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schulteis</surname> <given-names>RD</given-names>
</name>
<name>
<surname>Chu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Dai</surname> <given-names>X</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Edwards</surname> <given-names>B</given-names>
</name>
<name>
<surname>Haribhai</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Impaired Survival of Peripheral T Cells, Disrupted NK/NKT Cell Development, and Liver Failure in Mice Lacking Gimap5</article-title>. <source>Blood</source> (<year>2008</year>) <volume>112</volume>(<issue>13</issue>):<page-range>4905&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1182/blood-2008-03-146555</pub-id>
</citation>
</ref>
<ref id="B100">
<label>100</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pascall</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Webb</surname> <given-names>LMC</given-names>
</name>
<name>
<surname>Eskelinen</surname> <given-names>EL</given-names>
</name>
<name>
<surname>Innocentin</surname> <given-names>S</given-names>
</name>
<name>
<surname>Attaf-Bouabdallah</surname> <given-names>N</given-names>
</name>
<name>
<surname>Butcher</surname> <given-names>GW</given-names>
</name>
</person-group>. <article-title>GIMAP6 Is Required for T Cell Maintenance and Efficient Autophagy in Mice</article-title>. <source>PloS One</source> (<year>2018</year>) <volume>13</volume>(<issue>5</issue>):<fpage>e0196504</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0196504</pub-id>
</citation>
</ref>
<ref id="B101">
<label>101</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Readinger</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Mueller</surname> <given-names>KL</given-names>
</name>
<name>
<surname>Venegas</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Horai</surname> <given-names>R</given-names>
</name>
<name>
<surname>Schwartzberg</surname> <given-names>PL</given-names>
</name>
</person-group>. <article-title>Tec Kinases Regulate T-Lymphocyte Development and Function: New Insights Into the Roles of Itk and Rlk/Txk</article-title>. <source>Immunol Rev</source> (<year>2009</year>) <volume>228</volume>(<issue>1</issue>):<fpage>93</fpage>&#x2013;<lpage>114</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1600-065X.2008.00757.x</pub-id>
</citation>
</ref>
<ref id="B102">
<label>102</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Youngblood</surname> <given-names>B</given-names>
</name>
<name>
<surname>Hale</surname> <given-names>JS</given-names>
</name>
<name>
<surname>Kissick</surname> <given-names>HT</given-names>
</name>
<name>
<surname>Ahn</surname> <given-names>E</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wieland</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Effector CD8 T Cells Dedifferentiate Into Long-Lived Memory Cells</article-title>. <source>Nature</source> (<year>2017</year>) <volume>552</volume>(<issue>7685</issue>):<page-range>404&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nature25144</pub-id>
</citation>
</ref>
<ref id="B103">
<label>103</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meissl</surname> <given-names>K</given-names>
</name>
<name>
<surname>Macho-Maschler</surname> <given-names>S</given-names>
</name>
<name>
<surname>M&#xfc;ller</surname> <given-names>M</given-names>
</name>
<name>
<surname>Strobl</surname> <given-names>B</given-names>
</name>
</person-group>. <article-title>The Good and the Bad Faces of STAT1 in Solid Tumours</article-title>. <source>Cytokine</source> (<year>2017</year>) <volume>89</volume>:<fpage>12</fpage>&#x2013;<lpage>20</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cyto.2015.11.011</pub-id>
</citation>
</ref>
<ref id="B104">
<label>104</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jiang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Park</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Cho</surname> <given-names>CJ</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>K</given-names>
</name>
<name>
<surname>Jung</surname> <given-names>MK</given-names>
</name>
<name>
<surname>Pack</surname> <given-names>CG</given-names>
</name>
<etal/>
</person-group>. <article-title>ADAR1 Suppresses Interferon Signaling in Gastric Cancer Cells by MicroRNA-302a-Mediated IRF9/STAT1 Regulation</article-title>. <source>Int J Mol Sci</source> (<year>2020</year>) <volume>21</volume>(<issue>17</issue>):<fpage>6195</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms21176195</pub-id>
</citation>
</ref>
<ref id="B105">
<label>105</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>EH</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>GA</given-names>
</name>
<name>
<surname>Taweechaipaisankul</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ridlo</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>SH</given-names>
</name>
<name>
<surname>Ra</surname> <given-names>K</given-names>
</name>
<etal/>
</person-group>. <article-title>Phytanic Acid-Derived Peroxisomal Lipid Metabolism in Porcine Oocytes</article-title>. <source>Theriogenology</source> (<year>2020</year>) <volume>157</volume>:<page-range>276&#x2013;85</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.theriogenology.2020.07.007</pub-id>
</citation>
</ref>
<ref id="B106">
<label>106</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ramsey</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Sharpless</surname> <given-names>NE</given-names>
</name>
</person-group>. <article-title>ROS as a Tumour Suppressor</article-title>? <source>Nat Cell Biol</source> (<year>2006</year>) <volume>8</volume>(<issue>11</issue>):<page-range>1213&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ncb1106-1213</pub-id>
</citation>
</ref>
<ref id="B107">
<label>107</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhengqi</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Zezhi</surname> <given-names>G</given-names>
</name>
<name>
<surname>Lei</surname> <given-names>J</given-names>
</name>
<name>
<surname>He</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Jinyao</surname> <given-names>P</given-names>
</name>
<name>
<surname>Ying</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Prognostic Role of PHYH for Overall Survival (OS) in Clear Cell Renal Cell Carcinoma (ccRCC)</article-title>. <source>Eur J Med Res</source> (<year>2021</year>) <volume>26</volume>(<issue>1</issue>):<fpage>9</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s40001-021-00482-1</pub-id>
</citation>
</ref>
<ref id="B108">
<label>108</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dai</surname> <given-names>R</given-names>
</name>
<name>
<surname>Phillips</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Karpuzoglu</surname> <given-names>E</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>D</given-names>
</name>
<name>
<surname>Ahmed</surname> <given-names>SA</given-names>
</name>
</person-group>. <article-title>Estrogen Regulates Transcription Factors STAT-1 and NF-kappaB to Promote Inducible Nitric Oxide Synthase and Inflammatory Responses</article-title>. <source>J Immunol</source> (<year>2009</year>) <volume>183</volume>(<issue>11</issue>):<fpage>6998</fpage>&#x2013;<lpage>7005</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.0901737</pub-id>
</citation>
</ref>
<ref id="B109">
<label>109</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yarosz</surname> <given-names>EL</given-names>
</name>
<name>
<surname>Chang</surname> <given-names>CH</given-names>
</name>
</person-group>. <article-title>The Role of Reactive Oxygen Species in Regulating T Cell-Mediated Immunity and Disease</article-title>. <source>Immune Netw</source> (<year>2018</year>) <volume>18</volume>(<issue>1</issue>):<elocation-id>e14</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.4110/in.2018.18.e14</pub-id>
</citation>
</ref>
<ref id="B110">
<label>110</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Castro</surname> <given-names>CD</given-names>
</name>
<name>
<surname>Flajnik</surname> <given-names>MF</given-names>
</name>
</person-group>. <article-title>Putting J Chain Back on the Map: How Might Its Expression Define Plasma Cell Development</article-title>? <source>J Immunol</source> (<year>2014</year>) <volume>193</volume>(<issue>7</issue>):<page-range>3248&#x2013;55</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4049/jimmunol.1400531</pub-id>
</citation>
</ref>
<ref id="B111">
<label>111</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Max</surname> <given-names>EE</given-names>
</name>
<name>
<surname>Korsmeyer</surname> <given-names>SJ</given-names>
</name>
</person-group>. <article-title>Human J Chain Gene. Structure and Expression in B Lymphoid Cells</article-title>. <source>J Exp Med</source> (<year>1985</year>) <volume>161</volume>(<issue>4</issue>):<page-range>832&#x2013;49</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.161.4.832</pub-id>
</citation>
</ref>
<ref id="B112">
<label>112</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bertrand</surname> <given-names>FE</given-names>
<suffix>3rd</suffix>
</name>
<name>
<surname>Billips</surname> <given-names>LG</given-names>
</name>
<name>
<surname>Gartland</surname> <given-names>GL</given-names>
</name>
<name>
<surname>Kubagawa</surname> <given-names>H</given-names>
</name>
<name>
<surname>Schroeder</surname> <given-names>HW</given-names>
<suffix>Jr.</suffix>
</name>
</person-group> <article-title>The J Chain Gene Is Transcribed During B and T Lymphopoiesis in Humans</article-title>. <source>J Immunol</source> (<year>1996</year>) <volume>156</volume>(<issue>11</issue>):<page-range>4240&#x2013;4</page-range>.</citation>
</ref>
<ref id="B113">
<label>113</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kim</surname> <given-names>H</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>SJ</given-names>
</name>
<name>
<surname>Yeo</surname> <given-names>I</given-names>
</name>
<name>
<surname>Cho</surname> <given-names>YY</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>DH</given-names>
</name>
<name>
<surname>Cho</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Prediction of Response to Sorafenib in Hepatocellular Carcinoma: A Putative Marker Panel by Multiple Reaction Monitoring-Mass Spectrometry (MRM-Ms)</article-title>. <source>Mol Cell Proteomics</source> (<year>2017</year>) <volume>16</volume>(<issue>7</issue>):<page-range>1312&#x2013;23</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1074/mcp.M116.066704</pub-id>
</citation>
</ref>
<ref id="B114">
<label>114</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kuo</surname> <given-names>CS</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>CY</given-names>
</name>
<name>
<surname>Pavlidis</surname> <given-names>S</given-names>
</name>
<name>
<surname>Lo</surname> <given-names>YL</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>YW</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>CH</given-names>
</name>
<etal/>
</person-group>. <article-title>Unique Immune Gene Expression Patterns in Bronchoalveolar Lavage and Tumor Adjacent Non-Neoplastic Lung Tissue in Non-Small Cell Lung Cancer</article-title>. <source>Front Immunol</source> (<year>2018</year>) <volume>9</volume>:<elocation-id>232</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fimmu.2018.00232</pub-id>
</citation>
</ref>
<ref id="B115">
<label>115</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wi&#x15b;niewski</surname> <given-names>JR</given-names>
</name>
</person-group>. <article-title>Quantitative Evaluation of Filter Aided Sample Preparation (FASP) and Multienzyme Digestion FASP Protocols</article-title>. <source>Anal Chem</source> (<year>2016</year>) <volume>88</volume>(<issue>10</issue>):<page-range>5438&#x2013;43</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/acs.analchem.6b00859</pub-id>
</citation>
</ref>
<ref id="B116">
<label>116</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Szklarczyk</surname> <given-names>D</given-names>
</name>
<name>
<surname>Franceschini</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wyder</surname> <given-names>S</given-names>
</name>
<name>
<surname>Forslund</surname> <given-names>K</given-names>
</name>
<name>
<surname>Heller</surname> <given-names>D</given-names>
</name>
<name>
<surname>Huerta-Cepas</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>STRING V10: Protein-Protein Interaction Networks, Integrated Over the Tree of Life</article-title>. <source>Nucleic Acids Res</source> (<year>2015</year>) <volume>43</volume>(<issue>Database issue</issue>):<page-range>D447&#x2013;52</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gku1003</pub-id>
</citation>
</ref>
<ref id="B117">
<label>117</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kanehisa</surname> <given-names>M</given-names>
</name>
<name>
<surname>Goto</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>KEGG: Kyoto Encyclopedia of Genes and Genomes</article-title>. <source>Nucleic Acids Res</source> (<year>2000</year>) <volume>28</volume>(<issue>1</issue>):<fpage>27</fpage>&#x2013;<lpage>30</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/28.1.27</pub-id>
</citation>
</ref>
<ref id="B118">
<label>118</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Croft</surname> <given-names>D</given-names>
</name>
<name>
<surname>Mundo</surname> <given-names>AF</given-names>
</name>
<name>
<surname>Haw</surname> <given-names>R</given-names>
</name>
<name>
<surname>Milacic</surname> <given-names>M</given-names>
</name>
<name>
<surname>Weiser</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>The Reactome Pathway Knowledgebase</article-title>. <source>Nucleic Acids Res</source> (<year>2014</year>) <volume>42</volume>(<issue>Database issue</issue>):<page-range>D472&#x2013;477</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/nar/gkt1102</pub-id>
</citation>
</ref>
<ref id="B119">
<label>119</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Subramanian</surname> <given-names>A</given-names>
</name>
<name>
<surname>Tamayo</surname> <given-names>P</given-names>
</name>
<name>
<surname>Mootha</surname> <given-names>VK</given-names>
</name>
<name>
<surname>Mukherjee</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ebert</surname> <given-names>BL</given-names>
</name>
<name>
<surname>Gillette</surname> <given-names>MA</given-names>
</name>
<etal/>
</person-group>. <article-title>Gene Set Enrichment Analysis: A Knowledge-Based Approach for Interpreting Genome-Wide Expression Profiles</article-title>. <source>Proc Natl Acad Sci USA</source> (<year>2005</year>) <volume>102</volume>(<issue>43</issue>):<page-range>15545&#x2013;50</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.0506580102</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>