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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Immunol.</journal-id>
<journal-title>Frontiers in Immunology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Immunol.</abbrev-journal-title>
<issn pub-type="epub">1664-3224</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fimmu.2022.1122530</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: T cell exhaustion; mechanisms of induction, modulation, and recovery</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Abdel-Hakeem</surname>
<given-names>Mohamed S.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/153531"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Pathology and Laboratory Medicine, and Emory Vaccine Center, Emory School of Medicine, Emory University</institution>, <addr-line>Atlanta, GA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Microbiology and Immunology, Faculty of Pharmacy, Cairo University</institution>, <addr-line>Cairo</addr-line>, <country>Egypt</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited and Reviewed by: Allan Zajac, University of Alabama at Birmingham, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Mohamed S. Abdel-Hakeem, <email xlink:href="mailto:m.hakeem@emory.edu">m.hakeem@emory.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Immunological Memory, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1122530</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>12</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Abdel-Hakeem</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Abdel-Hakeem</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>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/27200#" ext-link-type="uri">Editorial on the Research Topic <article-title>T cell exhaustion; mechanisms of induction, modulation, and recovery</article-title>
</related-article>
<kwd-group>
<kwd>T cell exhaustion</kwd>
<kwd>Tex subsets</kwd>
<kwd>Tex reinvigoration</kwd>
<kwd>regulatory T cells (Tregs)</kwd>
<kwd>exhaustion signature in CAD</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="24"/>
<page-count count="3"/>
<word-count count="1021"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The current definition of T cell exhaustion has been coined in the immunology literature since 2003 (<xref ref-type="bibr" rid="B1">1</xref>). Exhaustion describes the differentiation pathway of T cells subjected to persistent antigenic stimulation during chronic viral infection and cancer (<xref ref-type="bibr" rid="B2">2</xref>). Exhausted T cells (T<sub>EX</sub>) are characterized by sustained elevated expression of inhibitory receptors (IRs), associated with progressive hierarchical loss of effector functions (<xref ref-type="bibr" rid="B1">1</xref>). Thus, IR-blockade represented a promising strategy to reinvigorate T<sub>EX</sub> (<xref ref-type="bibr" rid="B3">3</xref>). Indeed, checkpoint blockade revolutionized immunotherapy against cancer and cured patients resistant to classical therapeutic interventions (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Despite 20 years of profiling T<sub>EX</sub> cellularly, functionally, and transcriptionally, it is only in recent years that studies characterized the epigenetic profile (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>) and subset dynamics of T<sub>EX</sub> (<xref ref-type="bibr" rid="B8">8</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>), as well as the interplay of several transcription factors (TFs) in the exhaustion program (<xref ref-type="bibr" rid="B12">12</xref>&#x2013;<xref ref-type="bibr" rid="B14">14</xref>). Deeper insights into T<sub>EX</sub> biology would unravel novel immunotherapeutic strategies. Seven research manuscripts and reviews in this Research Topic shed light on several aspects of T cell exhaustion.</p>
</sec>
<sec id="s2">
<title>Insights into T<sub>EX</sub> subset dynamics from HCV</title>
<p>Hepatitis C virus (HCV) infection is unique as the only human chronic viral infection where ~20-25% of patients spontaneously resolve the infection during the acute phase (rHCV), whereas most patients develop chronic disease (cHCV) (<xref ref-type="bibr" rid="B15">15</xref>). Another unique aspect of HCV is that it is now curable using direct-acting antivirals with ~95% sustained virologic response (SVR) success rate (<xref ref-type="bibr" rid="B15">15</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.886646">Wildner et&#xa0;al.</ext-link> show that the master TF regulating exhaustion, TOX, was expressed in CD8 T<sub>EX</sub> across all disease stages and groups of patients, but at various levels. However, expression of another TF, eomesodermin (Eomes), was significantly higher in cHCV in T cells targeting unmutated epitopes compared to &#x201c;off-target&#x201d; T cells where the epitope underwent escape mutations inhibiting recognition by epitope-specific CD8 T cells. TOX-Eomes co-expression was associated with a more terminally differentiated phenotype of T<sub>EX</sub> (PD1<sup>hi</sup> CD39<sup>hi</sup> CD73<sup>lo</sup> CD127<sup>&#x2013;</sup>) <italic>versus</italic> CD39<sup>lo</sup> CD73<sup>hi</sup> CD127<sup>+</sup> phenotype characteristic of the progenitor T<sub>EX</sub> subset. SVR patients showed a mixed phenotype, which retains the expression of Eomes and IRs, while expressing the memory associated markers CD127 and CD73 characteristic of rHCV. This opens a new venue for investigating the modulation of T<sub>EX</sub> differentiation and subset dynamics by TOX-interactions with Eomes which is relatively understudied.</p>
<p>Immune pressure by T cells drives mutation of their cognate viral epitopes (<xref ref-type="bibr" rid="B15">15</xref>), however it is not known how this in return affects T<sub>EX</sub> phenotype. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.832206">Osuch et&#xa0;al.</ext-link> add another layer to factors shaping T<sub>EX</sub> phenotype, as they show that epitope polymorphism within HCV impacts T<sub>EX</sub> subset dynamics. Interestingly, for some epitopes (e.g. NS<sub>1406</sub>) variations from the genotype-specific consensus sequence were associated with higher frequency of more terminally differentiated PD1<sup>+</sup>Tim-3<sup>+</sup> T<sub>EX</sub>, however for other epitopes (e.g. NS<sub>1073</sub>) it was the contrary. These findings highlight the importance of dissecting T<sub>EX</sub> subset dynamics within the context of the autologous epitope sequences.</p>
</sec>
<sec id="s3">
<title>T<sub>EX</sub> reinvigoration; targeting PSGL-1, CD226, CD137, metabolism, and Tregs</title>
<p>As checkpoint blockade revolutionized immunotherapy, and the list of IRs keeps growing (<xref ref-type="bibr" rid="B16">16</xref>), more IRs are being targeted for T<sub>EX</sub> reinvigoration. The discovery of the inhibitory effects of PSGL-1 on T<sub>EX</sub> suggested immunotherapeutic potential (<xref ref-type="bibr" rid="B17">17</xref>). In this Research Topic, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.869768">Viramontes et&#xa0;al.</ext-link> show that PSGL-1 modulates T<sub>EX</sub> biology in multiple ways. Deleting PSGL-1-encoding gene (<italic>Selplg</italic>
<sup>&#x2013;/&#x2013;</sup>) confirmed its role in curtailing expansion of CD8 T<sub>EX</sub>, but at the same time showed it importance in maintaining virus/tumor-specific T cells, and the differentiation of the progenitor T<sub>EX</sub> subset. This highlights the potential of targeting PSGL-1 as a promising immunotherapeutic strategy, which was demonstrated by the same group in combination with PD1-blockade in a mouse melanoma model (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>Another important aspect of T<sub>EX</sub> deviation from the acute differentiation path is adopting a different metabolic lifestyle (<xref ref-type="bibr" rid="B19">19</xref>), which was confirmed in consequent studies (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>). In the context of HIV, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.908697">Alrubayyi et&#xa0;al.</ext-link> demonstrate that viremic individuals showed a more terminally differentiated phenotype of T<sub>EX</sub> (PD1<sup>hi</sup> Eomes<sup>hi</sup> TIGIT<sup>+</sup>) compared to <italic>Elite Controllers</italic> who naturally controlled HIV viremia. Importantly, this was associated with higher expression of Glut-1 glucose transporter, impaired mitochondrial function, and mitochondrial biogenesis. Multipronged treatment with a scavenger of reactive oxygen species (ROS), pharmacological inhibitors of dysregulated mitochondrial respiratory capacity, and interleukin-15 (IL-15) that enhances mitochondrial biogenesis promoted partial functional restoration of HIV-specific T<sub>EX</sub>.</p>
<p>Two significant reviews address points that are not commonly tackled when discussing CD8 T cell exhaustion. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.926714">Pichler et&#xa0;al.</ext-link> discussed targeting less-studied co-stimulatory molecules such as CD226 and CD137, and signaling pathways such as phosphoinositide-3 (PI3) kinase for modulating T<sub>EX</sub>. As well as novel methods to enhance the stem-like/progenitor TCF1<sup>+</sup> T<sub>EX</sub> subset which is the main subset responding to immunotherapy (<xref ref-type="bibr" rid="B22">22</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.940052">McRitchie and Akkaya</ext-link> focus on one of the extrinsic factors affecting CD8 T cell exhaustion, which is CD4 regulatory T cells (Tregs). They specifically elaborate on the implication of Tregs within the tumor microenvironment (TME) on T<sub>EX</sub>, and the factors that promote the migration and immunosuppressive functions of Tregs.</p>
</sec>
<sec id="s4">
<title>T<sub>EX</sub> beyond chronic infection and cancer</title>
<p>An important implication of T<sub>EX</sub> is their role in the pathology of pharmacological diseases other than cancer or chronic viral infection. One example is atherosclerosis, the main underlying cause of coronary artery disease (CAD) (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fimmu.2022.876616">Zhao et&#xa0;al.</ext-link> use computational biology tools, such as gene set variation analysis (GSVA), to identify hub genes associated with CD8 T cells in the context of CAD, that are shared with T<sub>EX</sub> signatures from multiple cancers. This identified biomarkers for CD8 T cells associated with CAD, and highlights the importance of monitoring T<sub>EX</sub> features for CAD.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>Overall, the articles in this Research Topic highlight the pivotal role of T<sub>EX</sub> in a wide range of diseases and underscore the importance of deciphering more aspects of T<sub>EX</sub> biology and the factors modulating the exhaustion program. This is pivotal to inform the design of next generation immunotherapies. The majority of articles highlighted the importance of dissecting the underlying T<sub>EX</sub> subset dynamics when studying these aspects and factors.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>The author confirms being the sole contributor of this work and has approved it for publication.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>M.A-H is a Co-Investigator at the Canadian Network on Hepatitis C (CanHepC). CanHepC is funded by a joint initiative from CIHR (NHC-142832) and the Public Health Agency of Canada.</p>
</ack>
<sec id="s7" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author declares 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="s8" 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>
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