<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Archiving and Interchange DTD v2.3 20070202//EN" "archivearticle.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. 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.2022.1073227</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Immunology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Immune dysfunctions affecting bone marrow V&#x3b3;9V&#x3b4;2 T cells in multiple myeloma: Role of immune checkpoints and disease status</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Giannotta</surname>
<given-names>Claudia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2058324"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Castella</surname>
<given-names>Barbara</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/494286"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tripoli</surname>
<given-names>Ezio</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Grimaldi</surname>
<given-names>Daniele</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2111753"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Avonto</surname>
<given-names>Ilaria</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2095107"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>D&#x2019;Agostino</surname>
<given-names>Mattia</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1274591"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Larocca</surname>
<given-names>Alessandra</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/835200"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kopecka</surname>
<given-names>Joanna</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/111275"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Grasso</surname>
<given-names>Mariella</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Riganti</surname>
<given-names>Chiara</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/75554"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Massaia</surname>
<given-names>Massimo</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/189455"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laboratorio di Immunologia dei Tumori del Sangue (LITS), Centro Interdipartimentale di Biotecnologie Molecolari &#x201c;Guido Tarone&#x201d;, Dipartimento di Biotecnologie Molecolari e Scienze della Salute, Universit&#xe0; degli Studi di Torino</institution>, <addr-line>Torino</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Struttura Complessa (SC) Ematologia, Azienda Ospedaliera (AO) S.Croce e Carle</institution>, <addr-line>Cuneo</addr-line>, <country>Italy</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Servizio Interdipartimentale di Immunoematologia e Medicina Trasfusionale, Azienda Ospedaliera (AO) S.Croce e Carle</institution>, <addr-line>Cuneo</addr-line>, <country>Italy</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Struttura Complessa (SC) Ematologia, Azienda Ospedaliero-Universitaria (AOU) Citt&#xe0; della Salute e della Scienza di Torino</institution>, <addr-line>Torino</addr-line>, <country>Italy</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Dipartimento di Oncologia, Universit&#xe0; degli Studi di Torino</institution>, <addr-line>Torino</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Alessandro Poggi, San Martino Hospital (IRCCS), Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: David Vermijlen, Universit&#xe9; libre de Bruxelles, Belgium; Zheng Xiang, The University of Hong Kong, Hong Kong SAR, China; Chiara Agrati, Bambino Ges&#xf9; Pediatric Hospital (IRCCS), Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Massimo Massaia, <email xlink:href="mailto:massimo.massaia@unito.it">massimo.massaia@unito.it</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work and share first authorship</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Cancer Immunity and Immunotherapy, a section of the journal Frontiers in Immunology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>12</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>1073227</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>11</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Giannotta, Castella, Tripoli, Grimaldi, Avonto, D&#x2019;Agostino, Larocca, Kopecka, Grasso, Riganti and Massaia</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Giannotta, Castella, Tripoli, Grimaldi, Avonto, D&#x2019;Agostino, Larocca, Kopecka, Grasso, Riganti and Massaia</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Bone marrow (BM) V&#x3b3;9V&#x3b4;2 T cells are intrinsically predisposed to&#xa0;sense the immune fitness of the tumor microenvironment (TME) in multiple&#xa0;myeloma (MM) and monoclonal gammopathy of undetermined significance (MGUS).</p>
</sec> <sec>
<title>Methods</title>
<p>In this work, we have used BM V&#x3b3;9V&#x3b4;2 T cells to interrogate the role of the immune checkpoint/immune checkpoint-ligand (ICP/ICP-L) network in the immune suppressive TME of MM patients.</p>
</sec> <sec>
<title>Results</title>
<p>PD-1+ BM MM V&#x3b3;9V&#x3b4;2 T cells combine phenotypic, functional, and TCR-associated alterations consistent with chronic exhaustion and immune senescence. When challenged by zoledronic acid (ZA) as a surrogate assay to interrogate the reactivity to their natural ligands, BM MM V&#x3b3;9V&#x3b4;2 T cells further up-regulate PD-1 and TIM-3 and worsen TCR-associated alterations. BM MM V&#x3b3;9V&#x3b4;2 T cells up-regulate TIM-3 after stimulation with ZA in combination with &#x3b1;PD-1, whereas PD-1 is not up-regulated after ZA stimulation with &#x3b1;TIM-3, indicating a hierarchical regulation of inducible ICP expression. Dual &#x3b1;PD-1/&#x3b1;TIM-3 blockade improves the immune functions of BM V&#x3b3;9V&#x3b4;2 T cells in MM at diagnosis (MM-dia), whereas single PD-1 blockade is sufficient to rescue BM V&#x3b3;9V&#x3b4;2 T cells in MM in remission (MM-rem). By contrast, ZA stimulation induces LAG-3 up-regulation in BM V&#x3b3;9V&#x3b4;2 T cells from MM in relapse (MM-rel) and dual PD-1/LAG-3 blockade is the most effective combination in this setting.</p>
</sec> <sec>
<title>Discussion</title>
<p>These data indicate that: 1) inappropriate immune interventions can exacerbate V&#x3b3;9V&#x3b4;2 T-cell dysfunction 2) ICP blockade should be tailored to the disease status to get the most of its beneficial effect.</p>
</sec>
</abstract>
<kwd-group>
<kwd>V&#x3b3;9V&#x3b4;2 T cells</kwd>
<kwd>immune checkpoints (ICP)</kwd>
<kwd>tumor microenvironment</kwd>
<kwd>multiple myeloma</kwd>
<kwd>chronic exhaustion</kwd>
<kwd>immune senescence</kwd>
</kwd-group>
<contract-sponsor id="cn001">Associazione Italiana per la Ricerca sul Cancro<named-content content-type="fundref-id">10.13039/501100005010</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Associazione Italiana per la Ricerca sul Cancro<named-content content-type="fundref-id">10.13039/501100005010</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Fondazione CRT<named-content content-type="fundref-id">10.13039/100007364</named-content>
</contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="74"/>
<page-count count="15"/>
<word-count count="7354"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The discovery of immune checkpoints (ICP) and their role as therapeutic targets has revitalized immunotherapy in cancer (<xref ref-type="bibr" rid="B1">1</xref>). However, clinical results have been discontinuous with major achievements in some diseases and negligible or disappointing results in others (<xref ref-type="bibr" rid="B2">2</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). Both primary and acquired resistance have been reported to hamper the efficacy of ICP blockade, but the underlying mechanisms have only partially been elucidated. Multiple myeloma (MM) is a paradigm disease in which the immune system and the tumor microenvironment (TME) play a major role in disease progression (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>). Several phenotypic and functional alterations have been reported in innate and adaptive immune effector cells, including the expression of ICP/ICP ligands in myeloma cells and bystander cells in the TME (<xref ref-type="bibr" rid="B9">9</xref>&#x2013;<xref ref-type="bibr" rid="B11">11</xref>). Despite these favourable premises, single &#x3b1;PD-1 treatment has fallen short of clinical expectations in MM, whereas clinical studies of &#x3b1;PD-1 in combination with immunomodulatory drugs (IMiDs) have been terminated ahead of time because of unexpected toxicity in the experimental arm. These unsuccessfully immune interventions have led to the premature termination of alternative studies targeting the ICP/ICP-L network and generated some reluctance in further pursuing this approach due to the complexity of the tumor-host interactions in MM (<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>V&#x3b3;9V&#x3b4;2 T cells from the bone marrow (BM) are excellent tools to monitor the immune suppressive commitment and decode the ICP/ICP-L network in MM patients (<xref ref-type="bibr" rid="B13">13</xref>). V&#x3b3;9V&#x3b4;2 T-cells are non-conventional T cells half-way between adaptive and innate immunity with a natural inclination to react against malignant B cells, including myeloma cells (<xref ref-type="bibr" rid="B14">14</xref>). This intrinsic susceptibility is due to the enhanced cell surface expression of stress-induced self-ligands and the intense production of phosphorylated metabolites generated by the mevalonate (Mev) pathway (<xref ref-type="bibr" rid="B14">14</xref>). Isopentenyl pyrophosphate (IPP) is the prototypic Mev metabolite recognized by V&#x3b3;9V&#x3b4;2 T cells <italic>via</italic> the combination of two immunoglobulin superfamily members, butyrophilin 2A1 (BTN2A1) and BTN3A1. The former directly binds the V&#x3b3;9+ domain of the T cell receptor (TCR), whereas the latter binds the V&#x3b4;2 and &#x3b3;-chain regions on the opposite side of the TCR (<xref ref-type="bibr" rid="B15">15</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). IPP is structurally related to the phosphoantigens (pAgs) generated by bacteria and stressed cells that are patrolled by V&#x3b3;9V&#x3b4;2 T cells as part of their duty to act as first-line defenders against infections and stressed cell at risk of malignant transformation (<xref ref-type="bibr" rid="B19">19</xref>). By interrogating the reactivity of BM MM V&#x3b3;9V&#x3b4;2 T cells to IPP generated by monocytes or dendritic cells (DC) after stimulation with zoledronic acid (ZA), we have revealed a very early and long-lasting dysfunction of BM V&#x3b3;9V&#x3b4;2 T cells which is already detectable in monoclonal gammopathy of undetermined significance (MGUS) and not fully reverted in clinical remission after autologous stem cell transplantation (<xref ref-type="bibr" rid="B9">9</xref>). Multiple cell subsets [myeloma cells, myeloid-derived suppressor cells (MDSC), regulatory T cells (Tregs), BM-derived stromal cells (BMSC)] are involved in V&#x3b3;9V&#x3b4;2 T-cell inhibition <italic>via</italic> several immune suppressive mechanisms including PD-1/PD-L1 expression (<xref ref-type="bibr" rid="B9">9</xref>, <xref ref-type="bibr" rid="B10">10</xref>). Previous work from our lab has shown that single PD-1 blockade improved ZA-induced proliferation of BM MM V&#x3b3;9V&#x3b4;2 T cells from MM at diagnosis (MM-dia). PD-1 blockade also increased CD107 expression suggesting improved effector functions, but both proliferation and CD107 expression remained far from standard values observed in BM V&#x3b3;9V&#x3b4;2 T cells from controls (Ctrl) (<xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>Recently, it has been reported that the expression of additional ICP on immune effector cells can be involved in acquired resistance to single ICP blockade. PD-1 and TIM-3 co-expression has been reported in conventional T cells from patients with solid cancers (<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B23">23</xref>), AML (<xref ref-type="bibr" rid="B24">24</xref>), and MM (<xref ref-type="bibr" rid="B25">25</xref>&#x2013;<xref ref-type="bibr" rid="B27">27</xref>). PD-1 and TIM-3 co-expression has also been reported in V&#x3b3;9V&#x3b4;2 T cells chronically exposed to infectious agents (<xref ref-type="bibr" rid="B28">28</xref>) or to cancer cells in solid (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>) and blood tumors (<xref ref-type="bibr" rid="B31">31</xref>). Exhaustion and immune senescence are other T-cell dysfunctions which can potentially contribute to resistance to ICP blockade (<xref ref-type="bibr" rid="B32">32</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>The aim of this work was to investigate the contribution of ICP expression, exhaustion, and immune senescence to the dysfunction of BM MM V&#x3b3;9V&#x3b4;2T cells and to envisage possible interventions, correlated with the disease status, to overcome the immune suppressive commitment operated by the ICP/ICP-L network in the TME of MM patients.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Samples collection</title>
<p>Bone marrow mononuclear cells (BMMC) from BM aspirates and autologous peripheral blood mononuclear cells (PBMC) from MM patients at different stages of disease (diagnosis: MM-dia; remission: MM-rem; relapse: MM-rel) were used for the study. All experiments were performed with BM samples from MM-dia unless otherwise specified. BMMC from patients with hematological malignancies in unmaintained molecular remission, frozen human normal BMMC purchased from Stem Cell Technologies, and PBMC from healthy donors attending the local Blood Bank were used as control (Ctrl). The study was approved by institutional regulatory boards (n.176-19 December 11, 2019).</p>
</sec>
<sec id="s2_2">
<title>Cell surface and intracellular flow cytometry</title>
<p>The monoclonal antibodies (mAbs) used in the study are listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table I</bold>
</xref>. Cell surface and intracellular flow cytometry were performed as previously reported (<xref ref-type="bibr" rid="B9">9</xref>). V&#x3b3;9V&#x3b4;2 T cells were identified with &#x3b1;TCR V&#x3b3;9 mAb conjugated with the appropriate fluorochrome (FITC, PE, APC) depending on the multicolor staining combination (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table I</bold>
</xref>). We have intentionally focused on V&#x3b3;9V&#x3b4;2 T cells because this is the only &#x3b3;&#x3b4; T-cell subset directly activated by pAgs or indirectly activated by ZA stimulation (<xref ref-type="bibr" rid="B36">36</xref>&#x2013;<xref ref-type="bibr" rid="B38">38</xref>). Moreover, V&#x3b4;2 chain is the only one to combine with the V&#x3b3;9 chain confirming that &#x3b1;TCR V&#x3b3;9 mAbs are reliable tools to identify V&#x3b3;9V&#x3b4;2 T cells (<xref ref-type="bibr" rid="B39">39</xref>). Cytofluorimetric analyses were performed with FACS Calibur Cell Sorter and FlowJo software (Becton Dickinson, Mountain View, CA).</p>
</sec>
<sec id="s2_3">
<title>V&#x3b3;9V&#x3b4;2 T-cell proliferation, cytokine release and degranulation</title>
<p>Cryopreserved or freshly isolated PBMC or BMMC from MM patients and Ctrl were cultured for 7 days with 10 IU/ml IL-2, and 1 &#xb5;M ZA+10 IU/ml IL2. In selected experiments, cells were cultured in the presence of &#x3b1;PD1 (10 &#x3bc;g/ml), &#x3b1;TIM-3 (10 &#x3bc;g/ml), &#x3b1;LAG-3 (10 &#x3bc;g/ml), or a combination thereof. Proliferation was evaluated by calculating total counts of viable V&#x3b3;9V&#x3b4;2 T cells on day 7 with the trypan blue staining assay and flow cytometry after gating for CD3 in combination with appropriate &#x3b1;V&#x3b3;9 mAb. IL-17 production was evaluated in freshly isolated BMMC after incubation with PMA (50 ng/ml)/Ionomycin (1 &#x3bc;g/ml) for 4 hours at 37&#xb0;C and 5% CO2 with brefeldin (500 ng/ml) added during the last hour. IFN-&#x3b3;, and CD107 expression were evaluated as previously reported (<xref ref-type="bibr" rid="B9">9</xref>).</p>
</sec>
<sec id="s2_4">
<title>Conventional T- cell proliferation</title>
<p>Conventional T-cell proliferation was measured by carboxyfluorescein-diacetate-succinimidyl-ester (CFSE) dilution assay. BMMC were suspended in warmed PBS at a concentration of 10&#xd7;10<sup>6</sup> cells/ml and labeled with 1 &#x3bc;M CFSE at 37&#xb0;C for 15&#xa0;min in the dark. After quenching with FCS for 10 minutes in dark at 37&#xb0;C and washing with RPMI medium, cells were seeded at 1&#xd7;10<sup>6</sup> cells/ml in 96&#x2010;well flat&#x2010;bottom plate and stimulated with &#x3b1;CD3 (1 &#x3bc;g/ml - BioLegend) and &#x3b1;CD28 (2 &#x3bc;g/ml - BioLegend) antibodies for 72&#xa0;h at 37&#xb0;C. After 3 days, conventional T cells where harvested and identified with &#x3b1;CD8 and &#x3b1;CD4 rather than &#x3b1;CD3 given the down-modulation induced by &#x3b1;CD3/&#x3b1;CD28 stimulation and the lineage discrimination capacity of CD4 and CD8 expression (<xref ref-type="bibr" rid="B40">40</xref>). In selected experiments, the proliferation of BM CD4 and CD8 T cells with &#x3b1;CD3 and &#x3b1;CD28 was performed in the presence (BMMC) or absence of &#x3b3;&#x3b4; T cells (BMMC-&#x3b3;&#x3b4;-). Depletion was performed by immune magnetic separation using Anti-pan-&#x3b3;&#x3b4;-conjugated magnetic microbeads (Miltenyi Biotec, Germany #130-050-701).</p>
</sec>
<sec id="s2_5">
<title>Western blots</title>
<p>For Western blot experiments, &#x3b3;&#x3b4; T cells were purified by immune magnetic separation using Anti-pan-&#x3b3;&#x3b4;-conjugated magnetic microbeads (Miltenyi Biotec, Germany #130-050-701). Purity was always &gt; 90% by FITC-conjugated-Hapten MicroBeads staining (Miltenyi Biotec, Germany #130-050-701). After ZA stimulation, V&#x3b3;9V&#x3b4;2 T cells were the predominant population also in MM patients who did not respond to ZA stimulation (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figure&#xa0;1</bold>
</xref>). Cells were lysed in a MLB buffer (125 mM Tris-HCl, 750 mM NaCl, 1% v/v NP40, 10% v/v glycerol, 50 mM MgCl2, 5 mM EDTA, 25 mM NaF, 1 mM NaVO4, 10 &#x3bc;g/ml leupeptin, 10 &#x3bc;g/ml pepstatin, 10 &#x3bc;g/ml aprotinin, 1 mM phenylmethylsulphonyl fluoride, pH 7.5), sonicated and centrifuged at 13,000 &#xd7; g for 10&#xa0;min at 4&#xb0;C. Twenty &#x3bc;g of proteins from cell lysates were subjected to Western blotting and probed with the antibodies listed in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Table II</bold>
</xref>. The proteins were detected by enhanced chemiluminescence (Bio-Rad Laboratories). The band density analysis was performed using the ImageJ software (<uri xlink:href="https://imagej.nih.gov/ij/">https://imagej.nih.gov/ij/</uri>) and expressed as arbitrary units. The ratio band density of each protein/band density of tubulin (as housekeeping protein) was calculated in each experimental condition. For untreated/baseline/unstimulated cells, the band density ratio was considered 1. For the other experimental conditions, the ratio was expressed as proportion towards the ratio obtained in untreated cells.</p>
</sec>
<sec id="s2_6">
<title>
<italic>ELISA</italic>
</title>
<p>Supernatants (S/N) from Ctrl and MM BMMC stimulated for 7 days with 10 IU/ml IL2, 1 &#xb5;M ZA+10 IU/ml IL2 in the presence or absence of &#x3b1;PD1 were collected and stored at -80&#xb0;C. The concentration of human IL27 was quantified in S/N by enzyme-linked immunosorbent assay (ELISA) technology with the IL-27 Human ELISA kit (Invitrogen; Catalogue number: # BMS2085) according to manufacturer&#x2019;s instructions.</p>
</sec>
<sec id="s2_7">
<title>Statistical analysis</title>
<p>The results are expressed as mean &#xb1; SE. Differences between the groups have been evaluated with the one-way analysis of variance, and the Wilcoxon&#x2013;Mann&#x2013;Whitney non-parametric test for paired or unpaired samples as appropriate and considered to be statistically significant for p values &lt;0.05. Correlation analyses have been performed with the non-parametric Spearman Rank Order test with a cut-off p value &lt;0.05.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Dual PD-1/TIM-3 expression, functional exhaustion, and immune senescence are intertwined in BM MM V&#x3b3;9V&#x3b4;2 T cells</title>
<p>
<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref> shows PD-1, TIM-3, LAG-3 and CTLA-4 expression in resting PB and BM V&#x3b3;9V&#x3b4;2 T cells from Ctrl and MM patients. PD-1 and TIM-3 expression was significantly higher in BM of MM patients than in Ctrl samples. After ZA stimulation, BM MM V&#x3b3;9V&#x3b3;2 T cells further increased PD-1 (<xref ref-type="bibr" rid="B9">9</xref>) and TIM-3 expression (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), while the increase in BM Ctrl V&#x3b3;9V&#x3b4;2 T cells was limited and significantly lower (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). Cytofluorometric analysis from one representative MM shows that PD-1 and TIM-3 are co-expressed by approximately 60% of BM MM V&#x3b3;9V&#x3b4;2 T cells after ZA stimulation (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). In freshly isolated V&#x3b3;9V&#x3b4;2 T cells we have previously shown that central memory (CM) V&#x3b3;9V&#x3b4;2 T cells display the highest PD-1 expression (<xref ref-type="bibr" rid="B9">9</xref>). After ZA stimulation, TIM-3 up-regulation was documented in all V&#x3b3;9V&#x3b4;2 T-cell subsets with CM and na&#xef;ve V&#x3b3;9V&#x3b4;2 T cells showing slightly higher levels than effector memory (EM) and terminally differentiated effector memory (TEMRA) V&#x3b3;9V&#x3b4;2 T cells (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>). The gating strategy used to investigate TIM-3 expression in V&#x3b3;9V&#x3b4;2 T-cell subsets is shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figure&#xa0;2</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>ICP expression and subset distribution in resting and ZA-stimulated BM MM V&#x3b3;9V&#x3b4;2 T cells. <bold>(A)</bold> PD-1, TIM-3, LAG-3 and CTLA-4 expression in resting PB and BM V&#x3b3;9V&#x3b4;2 T cells from healthy subjects (Ctrl) and MM at diagnosis. Bars represent mean values &#xb1; SE from 5 (BM Ctrl) to 30 (BM MM) experiments. <bold>(B)</bold> PD-1 and TIM-3 expression are significantly increased after ZA stimulation in MM BM V&#x3b3;9V&#x3b4;2 T cells. Bars represent mean values &#xb1; SE from 7 (BM Ctrl) to 30 (BM MM) experiments; <bold>(C)</bold> Cytofluorimetric analysis of PD-1 and TIM-3 co-expression in BM MM V&#x3b3;9V&#x3b4;2 T cells from one representative MM after ZA stimulation. <bold>(D)</bold> TIM-3 expression in naive (CD27+ CD45RA+), central memory (CM) (CD27+ CD45RA-), effector memory (EM) (CD27- CD45RA-), and terminally differentiated effector memory (TEMRA) (CD27- CD45RA+) BM MM V&#x3b3;9V&#x3b4;2 T cells after ZA stimulation. CM BM MM V&#x3b3;9V&#x3b4;2 T cells show the highest TIM-3 expression. Bars represent mean values &#xb1; SE of 3 experiments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1073227-g001.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref> compares the expression of immune senescence markers (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>) in BM Ctrl and MM V&#x3b3;9V&#x3b4;2 T cells. BM MM V&#x3b3;9V&#x3b4;2 T cells showed significantly higher CD57 and CD160, and lower CD28 expression than BM Ctrl V&#x3b3;9V&#x3b4;2 T cells, even if differences were not statistically significant. The highest CD160 expression was observed in CM BM V&#x3b3;9V&#x3b4;2 T cells which is the cell subset with the highest PD-1 (<xref ref-type="bibr" rid="B9">9</xref>) and TIM-3 expression (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Cytofluorometric analysis of CD160 and PD-1 co-expression in BM MM V&#x3b3;9V&#x3b4;2 T cells from one representative sample is shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref> (right panel).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>ICP expression in BM MM V&#x3b3;9V&#x3b4;2 T cells is associated with chronic exhaustion and immune senescence markers. <bold>(A)</bold> CD57, CD160 and CD28 expression in BM Ctrl and BM MM V&#x3b3;9V&#x3b4;2 T cells. Bars represent mean values &#xb1; SE from 3 (BM Ctrl) to 50 (BM MM) experiments. Differences are not statistically significant. <bold>(B)</bold> <italic>left:</italic> CM is the BM MM V&#x3b3;9V&#x3b4;2 T-cell subset with the highest CD160 expression. Bars represent mean values &#xb1; SE of 8 experiments; <italic>right:</italic> cytofluorometric analysis of CD160 and PD-1 co-expression in BM MM V&#x3b3;9V&#x3b4;2 T cells from one representative sample. <bold>(C)</bold> Western blot analysis of p-&#x3b3;H2AX expression in resting (upper panel) and ZA-stimulated (lower panel) V&#x3b3;9V&#x3b4;2 T cells from one representative BM Ctrl and MM sample. Tubulin expression is shown to confirm equal protein loading per lane. <bold>(D)</bold> Densitometric analysis of pooled p-&#x3b3;H2AX expression data in resting (day 0) and ZA-stimulated (day 7) BM Ctrl and MM V&#x3b3;9V&#x3b4;2 T cells. Bars represent mean values &#xb1; SE from 1 (BM Ctrl and BM MM d0) to 4 (BM MM) experiments. <bold>(E)</bold> CD38, CD39, and CD73 expression in resting BM Ctrl and BM MM V&#x3b3;9V&#x3b4;2 T cells. Bars represent mean values &#xb1; SE from 8 (BM Ctrl) to 40 (BM MM) experiments. <bold>(F)</bold> CFSE-based analysis of BM MM CD4+ and CD8+ proliferation after 72-hour stimulation with &#x3b1;CD3 + &#x3b1;CD28 in the presence (BMMC) or absence (BMMC- &#x3b3;&#x3b4;- T-cell depleted) of BM V&#x3b3;9V&#x3b4;2 T cells. Bars represent mean values &#xb1; SE of 3 experiments. <bold>(G)</bold> PD-L1 and GAL-9 expression in resting BM Ctrl and MM V&#x3b3;9V&#x3b4;2 T cells. Bars represent mean values &#xb1; SE from 4 (BM Ctrl) to 16 (BM MM) experiments. <bold>(H)</bold> Intracellular IL-17 expression in resting BM Ctrl and MM V&#x3b3;9V&#x3b4;2 T cells after PMA+ ionomycin stimulation. Bars represent mean values &#xb1; SE from 3 (BM Ctrl) to 15 (BM MM) experiments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1073227-g002.tif"/>
</fig>
<p>Phosphorylated-&#x3b3;H2AX (p-&#x3b3;H2AX) is an early marker of DNA damage associated to immune senescence (<xref ref-type="bibr" rid="B43">43</xref>). p-&#x3b3;H2AX expression in BM Ctrl and MM-dia V&#x3b3;9V&#x3b4;2 T cells is shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref> (one representative experiment) and <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref> (pooled data). These experiments were performed on purified &#x3b3;&#x3b4; T cells. Both V&#x3b4;1 and V&#x3b3;9V&#x3b4;2 subsets can be represented in variable proportions in freshly purified &#x3b3;&#x3b4; T cells (day 0), whereas after ZA stimulation V&#x3b3;9V&#x3b4;2 T cells become predominant (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figure&#xa0;1</bold>
</xref>) and any change should be referred to these because they are the only &#x3b3;&#x3b4; T-cell subset sensitive to ZA stimulation. In freshly isolated BM &#x3b3;&#x3b4; T cells, p-&#x3b3;H2AX expression was slightly higher in MM than Ctrl, but the difference was not statistically significant. After ZA stimulation, p-&#x3b3;H2AX expression was significantly increased in BM MM only (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2C, D</bold>
</xref>).</p>
<p>IL-7 has been reported to mitigate the induction of immune senescence of conventional T cells exposed to tumor cells (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>). We have investigated whether exogenous IL-7 could relieve the immune dysfunction of BM MM V&#x3b3;9V&#x3b4;2 T cells, but we have not observed any beneficial effect (data not shown).</p>
<p>Accumulating evidences indicate that V&#x3b3;9V&#x3b4;2 T cells can exert different functions depending on the local microenvironment, including the ability to promote tumor progression <italic>via</italic> the acquisition of regulatory or pro-tumoral functions (<xref ref-type="bibr" rid="B46">46</xref>). <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2E</bold>
</xref> shows the expression of CD38, CD39, and CD73 in BM V&#x3b3;9V&#x3b4;2 T cells from Ctrl and MM patients. These molecules cooperate in the induction of the immune suppressive TME in MM <italic>via</italic> adenosine production (<xref ref-type="bibr" rid="B47">47</xref>). Only CD38 was significantly up-regulated in MM compared with Ctrl, whereas no differences were observed in CD39 and CD73 expression. The adenosine circuitry operated by CD38, CD39, and CD73 is well known to contribute to the establishment of the immune suppressive contexture in the TME of MM (<xref ref-type="bibr" rid="B47">47</xref>), but our data indicate that V&#x3b3;9V&#x3b4;2 T cells are not directly involved in this immune suppressive circuitry.</p>
<p>Lastly, BM MM V&#x3b3;9V&#x3b4;2 T cells did not show any phenotypic and/or functional features consistent with suppressor and/or pro-tumoral functions. The proliferation of CD4+ and CD8+ T cells after &#x3b1;CD3/&#x3b1;CD28 stimulation was similar in the presence or absence of &#x3b3;&#x3b4; T cells (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>). <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3A</bold>
</xref> shows that proliferation of BM MM CD4+ and CD8+ cells was similar or even better compared with PB Ctrl CD4+ and CD8+ cells. Unlike BM V&#x3b3;9V&#x3b4;2 T cells, CD4+ and CD8+ cell proliferation was not influenced by the disease status (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;3B</bold>
</xref>), confirming the unique BM MM V&#x3b3;9V&#x3b4;2 T-cell susceptibility to the immune suppressive TME contexture.</p>
<p>The expression of PD-L1, GAL-9 and IL-17 characterizes V&#x3b3;9V&#x3b4;2 T cells with pro-tumoral functions in the TME (<xref ref-type="bibr" rid="B48">48</xref>). As shown in <xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2G, H</bold>
</xref>, the expression of GAL-9 and cytoplasmic IL-17 was similar in BM Ctrl and MM V&#x3b3;9V&#x3b4;2 T cells except for PD-L1 expression, which was slightly increased in the former, but the difference was not statistically significant. Representative dot plots of IL-17 expression in BM MM and Ctrl V&#x3b3;9V&#x3b4;2 T cells are shown in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figure&#xa0;4</bold>
</xref>.</p>
</sec>
<sec id="s3_2">
<title>Altered expression of TCR-associated molecules in BM MM V&#x3b3;9V&#x3b4;2 T cells</title>
<p>ICP expression and immune senescence in T cells are associated with defective intracellular TCR signaling (<xref ref-type="bibr" rid="B49">49</xref>, <xref ref-type="bibr" rid="B50">50</xref>). <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref> shows the expression of selected TCR-associated molecules in purified BM &#x3b3;&#x3b4; T cells from one representative Ctrl and MM patient on day 0 and after ZA-stimulation (day 7). As reported above, both V&#x3b4;1 and V&#x3b3;9V&#x3b4;2 cells are represented in freshly purified &#x3b3;&#x3b4; T cells (day 0), whereas V&#x3b3;9V&#x3b4;2 T cells are predominant on day 7 and they are the only &#x3b3;&#x3b4; T-cell subset engaged by ZA (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figure&#xa0;1</bold>
</xref>). Pooled data are shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref> showing that BM MM V&#x3b3;9V&#x3b4;2 T cells had signi&#xfb01;cantly lower pAKT, higher PTEN, and lower pSTAT-1 expression on day 7 compared to BM Ctrl V&#x3b3;9V&#x3b4;2 T cells.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Alterations of TCR-associated molecules in BM MM V&#x3b3;9V&#x3b4;2 T cells. <bold>(A)</bold> Western blot analysis of selected TCR-associated molecules (pAKT, AKT, SHP2, PTEN, pJAK-1, JAK-1, pSTAT-1, STAT-1) in purified resting (day 0) and ZA-stimulated (day 7) BM &#x3b3;&#x3b4; T cells from one representative Ctrl and MM. pAKT, pJAK and pSTAT-1 are down-regulated, whereas PTEN is up-regulated in resting BM MM &#x3b3;&#x3b4; T cells. These differences are amplified after ZA stimulation (day 7). Tubulin expression is shown to confirm equal protein loading per lane. <bold>(B)</bold> Densitometric analysis of pooled data from ZA-stimulated BM Ctrl and BM MM &#x3b3;&#x3b4; T cells confirms lower expression of pAKT, and pSTAT1, and higher PTEN expression in BM MM &#x3b3;&#x3b4; T cells <italic>vs</italic> BM Ctrl &#x3b3;&#x3b4; T cells. Bars represent mean values &#xb1; SE from 1 (BM Ctrl d0 and BM MM d0) to 14 experiments (BM MM). <bold>(C)</bold> ZAP-70 expression in resting PB and BM V&#x3b3;9V&#x3b4;2 T cells from Ctrl and MM patients. Bars represent mean values &#xb1; SE from 3 (BM Ctrl) to 25 experiments (BM MM); <bold>(D)</bold> cytofluorimetric analysis of ZAP-70 expression in V&#x3b3;9V&#x3b4;2 T cells from BM and PB MM V&#x3b3;9V&#x3b4;2 T cells and BM and PB Ctrl; <bold>(E)</bold> ZAP-70 expression after ZA stimulation in Ctrl and MM BM V&#x3b3;9V&#x3b4;2T cells. Bars represent mean values &#xb1; SE from 2 (BM Ctrl) to 3 experiments (BM MM).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1073227-g003.tif"/>
</fig>
<p>ZAP-70 and CD3-&#x3b6; chain are other TCR-associated molecules defectively expressed in T cells from the TME of mice and humans (<xref ref-type="bibr" rid="B51">51</xref>). ZAP-70 expression was significantly lower in resting BM MM V&#x3b3;9V&#x3b4;2 T cells compared with PB and BM Ctrl V&#x3b3;9V&#x3b4;2 T cells, but also with PB MM V&#x3b3;9V&#x3b4;2 T cells (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>), further confirming the striking difference between circulating <italic>vs</italic> TME-resident V&#x3b3;9V&#x3b4;2 T cells. Representative dot plots are shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3D</bold>
</xref>. Paired analyses of V&#x3b3;9V&#x3b4;2+ and CD3+ V&#x3b3;9V&#x3b4;2- cells showed that the mean ZAP-70 expression was also significantly down-regulated in BM CD3+ V&#x3b3;9V&#x3b4;2- T cells of MM patients with a wide range of expression in individual samples (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figure&#xa0;5</bold>
</xref>). A slight increase was observed after ZA stimulation in V&#x3b3;9V&#x3b4;2 T cells from 3 MM patients with low ZAP-70 expression at baseline, but values remained inferior to Ctrl values (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3E</bold>
</xref>). Unlike ZAP-70, the proportion and MFI of CD3-&#x3b6; chain expression were not different in PB and BM Ctrl and MM V&#x3b3;9V&#x3b4;2 T cells (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplemental Figure&#xa0;6</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<title>PD-1/TIM-3 cross-talk in BM MM V&#x3b3;9V&#x3b4;2 T cells</title>
<p>It has been reported that TIM-3 up-regulation is involved in the acquired resistance to PD-1 blockade (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). Thus, we have investigated whether TIM-3 was involved in the incomplete recovery of BM MM V&#x3b3;9V&#x3b4;2 T cells after ZA stimulation and single PD-1 blockade. <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref> shows that both TIM-3 expression and MFI values were significantly up-regulated in BM MM V&#x3b3;9V&#x3b4;2 T cells in the presence of &#x3b1;PD-1, whereas PD-1 expression was slightly down-regulated after ZA stimulation in the presence of &#x3b1;TIM-3, but the decrease was not statistically significant. Representative cytofluorometric analyses of increased TIM-3 up-regulation and PD-1 down-regulation are shown in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref> (right panel) and <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref> (right panel).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Intracellular cross-talk between PD-1 and TIM-3 in BM MM V&#x3b3;9V&#x3b4;2 T cells. <bold>(A)</bold> <italic>left:</italic> Percentage and MFI of TIM-3+ cells are significantly up-regulated in BM MM V&#x3b3;9V&#x3b4;2 T cells after ZA stimulation in the presence of &#x3b1;PD1. Bars represent mean values &#xb1; SE of 6 experiments; <italic>right:</italic> cytofluorimetric analysis of TIM-3 expression after ZA stimulation in the absence (upper panel) or in the presence (lower panel) of &#x3b1;PD-1 in one representative experiment; <bold>(B)</bold> <italic>left:</italic> PD-1 expression is slightly down-regulated in BM MM V&#x3b3;9V&#x3b4;2 T cells after ZA stimulation in the presence of &#x3b1;TIM-3, but the difference is not statistically significant. PD-1 expression is significantly up-regulated after ZA stimulation as already reported in Figure&#xa0;1B. Bars represent mean values &#xb1; SE of 5 experiments; <italic>right:</italic> cytofluorimetric analysis of PD-1 expression after ZA stimulation in the absence (upper panel) or in the presence (lower panel) of &#x3b1;TIM-3 in one representative experiment; <bold>(C)</bold> ZA-induced BM MM V&#x3b3;9V&#x3b4;2 T-cell proliferation in the absence or in the presence of &#x3b1;PD-1, &#x3b1;TIM-3 and the combination thereof. Bars represent mean values &#xb1; SEM of 5 experiments. <bold>(D)</bold> <italic>left:</italic> intracellular IFN-&#x3b3; production by ZA-stimulated BM MM V&#x3b3;9V&#x3b4;2 in the absence or in the presence of &#x3b1;PD-1, &#x3b1;TIM-3 and the combination thereof. Bars represent mean values &#xb1; SEM of 4 experiments; <italic>right:</italic> cytofluorimetric analyses of IFN-&#x3b3; production in BM MM V&#x3b3;9V&#x3b4;2 T cells after ZA stimulation in the absence (upper panel) or in the presence (lower panel) of dual PD1/TIM-3 blockade. <bold>(E)</bold> <italic>left:</italic> CD107 expression in ZA-stimulated BM MM V&#x3b3;9V&#x3b4;2 in the absence or in the presence of &#x3b1;PD-1, &#x3b1;TIM-3, and the combination thereof. Bars represent mean values &#xb1; SE of 6 experiments; <italic>right:</italic> cytofluorimetric analyses of CD107 expression in BM MM V&#x3b3;9V&#x3b4;2 T cells after ZA stimulation in the absence (upper panel) or in the presence (lower panel) of dual blockade PD1/TIM-3 blockade.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1073227-g004.tif"/>
</fig>
<p>Next, we investigated whether dual PD1-/TIM-3 blockade was more effective than single blockade. We evaluated the proliferation (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>), IFN-&#x3b3; production (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>) and CD107 expression (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4E</bold>
</xref>) in BM MM V&#x3b3;9V&#x3b4;2 T cells after ZA stimulation in the presence of &#x3b1;PD-1, &#x3b1;TIM-3, and the combination thereof. Representative cytofluorometric analyses of increased IFN-&#x3b3; and CD107 expression in BM MM V&#x3b3;9V&#x3b4;2 T cells after dual blockade are shown in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref> (right panel) and <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4E</bold>
</xref> (right panel). Our results indicate that dual blockade PD-1/TIM-3 blockade is more effective than single PD-1 or TIM-3 blockade in MM-dia to mitigate BM MM V&#x3b3;9V&#x3b4;2 T-cell dysfunctions.</p>
<p>Dual PD-1/TIM-3 blockade was also associated with a partial recovery of TCR-associated alterations. Data from one representative Ctrl and MM are shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>, while pooled data from 2 paired experiments are shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>. &#x3b1;PD-1 partially normalized pAKT and PTEN expression, whereas &#x3b1;TIM-3 partially normalized pJAK1 and pSTAT1 expression. No antagonist, additive or synergistic effect was observed suggesting that &#x3b1;PD-1 and &#x3b1;TIM-3 target mutually exclusive TCR-associated molecules in BM MM V&#x3b3;9V&#x3b4;2 T cells. <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;8</bold>
</xref> shows pooled data from unpaired experiments after &#x3b1;PD-1 treatment only.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Alterations of TCR-associated molecules are mitigated by &#x3b1;PD-1 and/or &#x3b1;TIM-3. <bold>(A)</bold> Western blot analysis of pAKT, AKT, SHP2, PTEN, pJAK-1, JAK-1, pSTAT-1, and STAT-1 expression in BM Ctrl and BM MM &#x3b3;&#x3b4; T cells from one representative experiment after ZA stimulation in the absence or in the presence of &#x3b1;PD1, &#x3b1;TIM-3, and the combination thereof. Tubulin expression is shown to confirm equal protein loading per lane. <bold>(B)</bold> Densitometric analysis of pooled data. Bars represent mean values &#xb1; SE of 2 experiments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1073227-g005.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>Intracellular PD-1/TIM-3 cross-talk is not mediated by the IL-27/pSTAT1/T-bet or the PI3K-AKT pathways</title>
<p>Next, we looked for possible intersections between the intracellular pathways triggered by &#x3b1;PD-1 and &#x3b1;TIM-3. Previous work from Zhu C. et&#xa0;al. (<xref ref-type="bibr" rid="B54">54</xref>) has reported a cross-talk between TIM-3 and PD-1 mediated by the IL-27/pSTAT1/T-bet axis. BM MM V&#x3b3;9V&#x3b4;2 T cells showed the lowest T-bet (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>), and the highest IL-27R expression (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). This pattern has recently been reported in severely exhausted T cells from the BM of patients with AML in relapse after allogeneic transplantation (<xref ref-type="bibr" rid="B55">55</xref>). &#x3b1;PD-1 treatment did not increase T-bet and/or IL-27R expression in ZA-stimulated BM V&#x3b3;9V&#x3b4;2 T cells (<xref ref-type="fig" rid="f6">
<bold>Figures&#xa0;6C, D</bold>
</xref>). Moreover, low IL-27 levels were detected in the supernatants of BM MM V&#x3b3;9V&#x3b4;2 T cells which were not modified by &#x3b1;PD-1 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6E</bold>
</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Intracellular PD-1/TIM-3 cross-talk is not mediated by the IL-27/pSTAT1/T-bet or PI3K-AKT axes. <bold>(A)</bold> T-bet and MFI expression in resting PB and BM Ctrl and MM V&#x3b3;9V&#x3b4;2 T cells. Bars represent the mean values &#xb1; SE from 6 (BM Ctrl) to 25 experiments (BM MM); <bold>(B)</bold> IL-27R expression in resting PB and BM Ctrl and MM V&#x3b3;9V&#x3b4;2 T cells. Bars represent the mean values &#xb1; SE from 6 (BM Ctrl) to 25 experiments (BM MM). <bold>(C)</bold> T-bet and <bold>(D)</bold> IL-27R expression in ZA-stimulated BM MM V&#x3b3;9V&#x3b4;2 T cells with or without &#x3b1;PD1. Bars represent mean values &#xb1; SE from 4 (Tbet) to 6 (IL-27R) experiments <bold>(E)</bold> IL-27 concentrations in the supernatants (S/N) of ZA-stimulated BMMC from Ctrl and MM patients. Bars represent the mean values &#xb1; SE from 3 (BM Ctrl) to 4 experiments (BM MM). <bold>(F)</bold> <italic>Left</italic>: TIM-3 expression in ZA-stimulated BM MM V&#x3b3;9V&#x3b4;2 T cells without or with &#x3b1;PD1 in the presence of LY294002 (PI3K inhibitor), fludarabine monophosphate (FAMP) (p-STAT1 inhibitor), and the combination thereof. Bars represent the mean values &#xb1; SE of 7 experiments. <italic>Right</italic>: cytofluorimetric analysis of TIM-3 expression in ZA-stimulated BM MM V&#x3b3;9V&#x3b4;2 T cells without or with &#x3b1;-PD-1 and PI3K and/or pSTAT-1 inhibitors from one representative MM.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1073227-g006.tif"/>
</fig>
<p>The PI3K/Akt axis is another intracellular signalling pathway connecting PD-1 and TIM-3 in tumor-infiltrating lymphocytes from patients with head and neck cancer (<xref ref-type="bibr" rid="B53">53</xref>). In these cells, TIM-3 up-regulation induced by &#x3b1;PD-1 can be abrogated with LY294002, a broad PI3K inhibitor (<xref ref-type="bibr" rid="B53">53</xref>). Thus, we evaluated whether &#x3b1;PD-1-induced TIM-3 up-regulation in BM MM V&#x3b3;9V&#x3b4;2 T cells could be inhibited by single pSTAT-1 inhibition with fludarabine monophosphate (FAMP) (<xref ref-type="bibr" rid="B56">56</xref>), single PI3K inhibition with LY294002, or the combination thereof. Results shown in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6F</bold>
</xref> indicate that these pathways are not druggable to prevent &#x3b1;PD-1-induced TIM-3 up-regulation in BM MM V&#x3b3;9V&#x3b4;2 T cells.</p>
</sec>
<sec id="s3_5">
<title>Improved efficacy by tailoring ICP blockade to the disease status</title>
<p>Next, we investigated whether the ICP/ICP-L immune suppressive circuitry was influenced by the disease status. PD-1 expression was significantly higher in MM-rel than in MM-dia, while MM-rem showed intermediate values. By contrast, no differences were observed in TIM-3 expression between MM-dia, MM-rem, and MM rel (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). We investigated whether &#x3b1;PD-1 treatment induced TIM-3 up-regulation also in MM-rem and MM-rel. <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref> shows that TIM-3 was up-regulated in MM-dia only, but not in MM-rem and MM-rel.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>The ICP/ICP-L network is dynamically shaped by the disease status. <bold>(A)</bold> PD-1 and TIM-3 expression in resting BM V&#x3b3;9V&#x3b4;2 T cells from MM patients at different stages of disease (MM-dia, MM-rem and MM-rel). Bars represent the mean values &#xb1; SE from 7 (MM-rel) to 50 (MM-dia). <bold>(B)</bold> TIM-3 expression in BM MM V&#x3b3;9V&#x3b4;2 T cells after 7-day ZA stimulation in the presence or absence of &#x3b1;PD1. Bars represent the mean values &#xb1; SE from 3 (MM-rem) to 6 (MM-dia). <bold>(C)</bold> BM MM V&#x3b3;9V&#x3b4;2 T-cell proliferation in MM-dia, MM-rem and MM-rel after 7-day ZA stimulation in the presence of &#x3b1;PD1, &#x3b1;TIM-3, and the combination thereof. Bars represent the mean values &#xb1; SE from 4 (MM-rem) to 8 (MM-dia). <bold>(D)</bold> <italic>left:</italic> LAG-3 expression in resting (day 0) or ZA-stimulated BM V&#x3b3;9V&#x3b4;2 T cells from MM patients at different stages of disease (MM-dia, MM-rem and MM-rel). Bars represent the mean &#xb1; SE from 4 (MM-rel) to 5 (MM-dia) experiments; <italic>right:</italic> cytofluorimetric analyses of LAG-3 expression in ZA-stimulated V&#x3b3;9V&#x3b4;2 T cells from one representative MM-dia, MM-rem, and MM-rel. <bold>(E)</bold> BM MM V&#x3b3;9V&#x3b4;2 T-cell proliferation in MM-rel after 7-day ZA stimulation in the presence &#x3b1;PD1, &#x3b1;TIM-3, and &#x3b1;LAG-3 as single agents or in combination. Bars represent the mean &#xb1; SE of 3 experiments.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fimmu-13-1073227-g007.tif"/>
</fig>
<p>The effect of single or dual PD-1/TIM-3 blockade on ZA-induced proliferation in BM MM V&#x3b3;9V&#x3b4;2 T cells in MM-dia, MM-rem and MM-rel is shown in <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref>. BM V&#x3b3;9V&#x3b4;2 T cells from MM-rem were the only ones to reach normal proliferation values with single PD-1 or TIM-3 blockade, the former being slightly more effective than the latter. Dual PD-1/TIM-3 blockade was not superior to single blockade in MM-rem. By contrast dual PD-1/TIM-3 blockade was more effective than single blockade in MM-dia, the only clinical setting in which &#x3b1;PD-1 induces TIM-3 up-regulation. BM V&#x3b3;9V&#x3b4;2 T cells from MM-rel showed the worst anergy to single and dual blockade, even if TIM-3 expression was similar to MM-dia and MM-rem and was not up-regulated by &#x3b1;PD-1 (<xref ref-type="fig" rid="f7">
<bold>Figures&#xa0;7A, B</bold>
</xref>).</p>
<p>These findings prompted us to investigate the expression of additional ICP on BM MM V&#x3b3;9V&#x3b4;2 T cells in MM-rel. <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref> shows that LAG-3 expression was similar in resting (day 0) BM V&#x3b3;9V&#x3b4;2 T cells from MM-dia, MM-rem, and MM-rel. After ZA stimulation, LAG-3 expression was slightly increased in MM-dia, unmodified in MM-rem, and increased in MM-rel, even if the differences was not statistically significant. Next, we determined which PD-1/TIM-3/LAG-3 combination was more effective to mitigate the anergy of BM V&#x3b3;9V&#x3b4;2 T cells in MM-rel. Results shown in <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7E</bold>
</xref> indicate that dual PD-1/LAG-3 blockade was more effective than dual PD-1/TIM-3, dual TIM-3/LAG-3, and even triple PD-1/TIM-3/LAG-3 blockade, but still inferior to that reached in MM-rem after single PD-1 or TIM-3 blockade, or MM-dia after dual PD-1/TIM-3 blockade.</p>
<p>These data confirm that the relapse is the most challenging setting, and immune-based strategies should be delivered in remission, when the immune suppressive TME commitment is partially relieved.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In this work, we have used V&#x3b3;9V&#x3b4;2 T cells as cellular decoders to investigate the role played by the ICP/ICP-L network in the TME of MM patients. A significant proportion of resting BM MM V&#x3b3;9V&#x3b4;2 T cells showed PD-1 and TIM-3 co-expression, as previously reported in V&#x3b3;9V&#x3b4;2 T cells chronically exposed to infectious agents (<xref ref-type="bibr" rid="B28">28</xref>) or to cancer cells in solid (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>) and blood tumors (<xref ref-type="bibr" rid="B31">31</xref>). PD-1 and TIM-3 co-expression is considered a phenotypic hallmark of functional exhaustion (<xref ref-type="bibr" rid="B24">24</xref>, <xref ref-type="bibr" rid="B26">26</xref>). However, multiple ICP expression is not sufficient per se to identify functionally exhausted cells. One reason is that immune competent T cells can also express ICP after activation, but in this case ICP expression is transient and finalized to dampen T-cell activation to prevent uncontrolled immune reactions and autoimmunity. In contrast, ICP expression on chronically activated T cells reflects a dysfunctional state induced by the long-term exposure to antigens in the context of an inappropriate microenvironment. We have previously shown that BM MM V&#x3b3;9V&#x3b4;2 T cells are exposed to supra-physiological IPP concentrations released in large amounts by BMSC and, to a lower extent by myeloma cells (<xref ref-type="bibr" rid="B57">57</xref>). Thus, BM MM V&#x3b3;9V&#x3b4;2 T cells fulfil the operational criteria of functionally exhausted cells because: 1) PD-1/TIM-3 co-expression is associated with functional dysfunctions; 2) functional dysfunctions are observed after challenging the normal counterpart (i.e., BM Ctrl V&#x3b3;9V&#x3b4;2 T cells) with the same antigen (i.e., ZA) in the same microenvironment (i.e., BM) (<xref ref-type="bibr" rid="B58">58</xref>). After ZA stimulation, BM MM V&#x3b3;9V&#x3b4;2 T cells further up-regulated PD-1 and TIM-3 expression. In mice, functionally exhausted cells are hierarchically organized from progenitor to terminally differentiated exhausted T cells (<xref ref-type="bibr" rid="B58">58</xref>), the latter being more difficult to rescue than the former. Our data indicate that inadvertent or inappropriate engagement of immune effector cells can worsen functional exhaustion also in humans.</p>
<p>PD-1+ TIM-3+ BM MM V&#x3b3;9V&#x3b4;2 T cells expressed immune senescence markers (<xref ref-type="bibr" rid="B33">33</xref>, <xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). V&#x3b3;9V&#x3b4;2 T cells from normal individuals are particularly resistant to immune senescence due to their peculiar capacity to adapt to life-long stimulation (<xref ref-type="bibr" rid="B59">59</xref>). In MM, the immune suppressive TME turns off the capacity of V&#x3b3;9V&#x3b4;2 T cells to resist life-long stimulation. CD160 expression was mainly restricted to CM and TEMRA BM MM V&#x3b3;V&#x3b4;2 T cells, which is the subset with the highest ICP expression. Interestingly, the loss of CD27 and CD28 and the expression of TIM-3 and CD57 on T cells has been associated with resistance to ICP blockade (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>Immune senescence of BM MM V&#x3b3;9V&#x3b4;2 T cells was confirmed by the expression of p&#x3b3;H2AX. A weak p&#x3b3;H2AX expression was already detectable in freshly isolated BM &#x3b3;&#x3b4; T cells, but significantly increased after ZA stimulation, whereas no expression was detected in resting or ZA-stimulated BM Ctrl samples. &#x3b3;H2AX phosphorylation is used by mammalian cells to prevent genomic instability after DNA breakage induced by genotoxic stress or senescence (<xref ref-type="bibr" rid="B60">60</xref>). Our data indicate that p&#x3b3;H2AX quantification can be used to predict the functional outcome of immune effector cells after stimulation, and not only to screen the genotoxic profile of drugs and to identify senescent cells in aging and disease (<xref ref-type="bibr" rid="B61">61</xref>).</p>
<p>The functional plasticity of V&#x3b3;9V&#x3b4;2 T cells embedded in the immune suppressive TME can lead to the acquisition of regulatory or pro-tumoral functions (<xref ref-type="bibr" rid="B46">46</xref>). We have not found any phenotypic or functional evidence to support a regulatory/pro-tumoral shift of BM V&#x3b3;9V&#x3b4;2 T cells in MM, unlike colon, breast and other solid cancers in which immune senescent &#x3b3;&#x3b4; T cells have been reported to suppress the proliferation of conventional T cells (<xref ref-type="bibr" rid="B62">62</xref>&#x2013;<xref ref-type="bibr" rid="B65">65</xref>).</p>
<p>Exhaustion and immune senescence of BM MM V&#x3b3;9V&#x3b4;2 T cells were associated with alterations in the TCR signaling pathway. pAKT, pSTAT1, pJAK1, and ZAP-70 were down-regulated, while PTEN was up-regulated in MM BM V&#x3b3;9V&#x3b4;2 T cells. ZAP-70 was also down-regulated in BM CD3+ V&#x3b3;9V&#x3b4;2- T cells of MM patients. The significantly lower ZAP-70 expression in BM compared further confirms how powerful is the immune conditioning exerted by the prolonged exposure to tumor cells in the TME. In contrast, we have not observed CD3-&#x3b6; chain down-modulation in V&#x3b3;9V&#x3b4;2 T cells and CD3+ V&#x3b3;9V&#x3b4;2- T cells unlike previous reports (<xref ref-type="bibr" rid="B51">51</xref>). Increasing evidence suggests that ZAP-70 down-regulation in T cells and NK cells can contribute to impairment of anti -tumor immune responses and bias the efficacy of immunotherapy (<xref ref-type="bibr" rid="B66">66</xref>). We are currently investigating whether ZAP-70 expression is correlated with V&#x3b3;9V&#x3b4;2 T-cell dysfunctions in MM.</p>
<p>TIM-3 was significantly up-regulated after ZA stimulation in the presence of &#x3b1;PD1, whereas PD-1 was not up-regulated after ZA stimulation in the presence of &#x3b1;TIM3, indicating a one-way rather than two-way cross-talk between these molecules. TIM-3 up-regulation after PD-1 blockade in conventional T cells is considered a potential mechanism of adaptive resistance to &#x3b1;PD-1 <italic>in vitro</italic> (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B67">67</xref>) and <italic>in vivo</italic> (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B68">68</xref>).</p>
<p>Dual PD-1/TIM-3 blockade was more effective than single ICP blockade to partially recover proliferation, IFN-&#x3b3; production, and CD107 expression in BM V&#x3b3;9V&#x3b4;2 T cells, and to mitigate the altered expression of TCR-associated molecules. Dual PD-1/TIM-3 blockade has also been reported to up-regulate IFN-&#x3b3; and TNF-&#x3b1; production in PB V&#x3b3;9V&#x3b4;2 T cells of AML patients after pAg stimulation (<xref ref-type="bibr" rid="B31">31</xref>).</p>
<p>Dual ICP blockade is currently carried on in the clinical setting using mAb combinations willing to improve response rates and/or overcome acquired resistance to single ICP blockade (<xref ref-type="bibr" rid="B69">69</xref>). However, this strategy is burdened by clinical and financial toxicities (<xref ref-type="bibr" rid="B70">70</xref>), and alternative approaches are under investigation (<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B71">71</xref>). One alternative approach could be the identification of druggable intracellular intersections between these pathways. To this end, we have investigated the IL-27/pSTAT1/T-bet, and the PI3K/AKT pathways that have been reported to connect PD-1 and TIM-3 in tumor-bearing mice and patients with head and neck squamous cell carcinomas (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B54">54</xref>), but we have not found any evidence of PD-1/TIM-3 cross-talk <italic>via</italic> these pathways in BM MM V&#x3b3;9V&#x3b4;2 T cells.</p>
<p>Interestingly, T-bet expression was low in resting BM MM V&#x3b3;9V&#x3b4;2 T cells as recently shown in the BM of patients with AML. In these patients, the emergence of severely exhausted (i.e., T-bet<sup>low</sup>, PD-1+) T cells has been reported to predict disease relapse after allogeneic transplantation (<xref ref-type="bibr" rid="B55">55</xref>). By contrast, IL-27R expression was high in BM MM V&#x3b3;9V&#x3b4;2 T cells, whereas soluble IL-27 levels were low and did not increase after ZA stimulation. We speculate that BM MM V&#x3b3;9V&#x3b4;2 T cells are equipped with a high number of IL-27R to catch the small amount of IL-27 available in the TME to eventually improve their fitness, and not to up-regulate TIM-3.</p>
<p>This is the first report comparing the role of ICP/ICP-L and their blockade in the TME of MM-dia, MM-rem and MM-rel. PD-1 expression in BM MM V&#x3b3;9V&#x3b4;2 T cells was significantly higher in MM-rel than in MM-rem and MM-dia, whereas TIM-3 expression was not different. Interestingly, MM-rem showed significantly higher PD-1 expression than MM-dia, indicating that it is not trivial for BM MM V&#x3b3;9V&#x3b4;2 T cells to get rid of the immune suppressive imprinting operated by the TME. Single or dual blockade PD-1/TIM-3 showed different efficacy according to the disease status. MM-rem showed the best recovery in the presence of the &#x3b1;PD-1 or &#x3b1;TIM-3: the former was slightly better than the latter, whereas the combination did not show any additive or synergistic effect. Dual PD-1/TIM-3 blockade showed an additive effect in MM-dia, whereas MM-rel were totally refractory, no matter single or dual PD-1/TIM-3 blockade was applied. It remains to be determined in MM-rel whether the immune dysfunction anticipates the myeloma cell regrowth or vice-versa.</p>
<p>Our data confirm that the refractory/relapse setting remains the most difficult challenge for immune-based interventions. Paradoxically, this is also the clinical setting usually selected for first-in-man or phase I/II studies, including MM (<xref ref-type="bibr" rid="B72">72</xref>), with the risk to jeopardize future investigation since results will rarely meet clinical expectations. Interestingly, BM V&#x3b3;9V&#x3b4;2 T cells from MM-rel significantly up-regulated LAG-3 after ZA stimulation in addition to PD-1 and TIM-3. In the MC38 mouse tumor model, dual PD-1/TIM-3 blockade increases the expression of LAG-3 in T cells, and LAG-3 expression confers resistance to &#x3b1;PD-1/&#x3b1;TIM-3 treatment (<xref ref-type="bibr" rid="B73">73</xref>). Increased LAG-3 expression in T cells of patients with non-small cell lung cancer (NSCLC) has been associated with resistance to &#x3b1;PD-1 treatment and shorter progression-free survival (<xref ref-type="bibr" rid="B22">22</xref>). Likewise, co-expression of PD-1, TIM-3, and LAG-3 in TILs of patients clear cell renal cell carcinoma (CCRC) has been associated with high risk of early progression (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>Dual PD-1/LAG-3 blockade was the most effective combination to improve the proliferative responses to ZA stimulation in MM-rel, confirming the profound immune suppressive TME commitment in this setting. Triple PD-1/TIM-3/LAG-3 blockade has been proposed to overcome this barrier in syngeneic mouse tumor models (<xref ref-type="bibr" rid="B73">73</xref>), but in our hands triple blockade was less effective than dual PD-1/LAG-3 blockade. Alternative strategies can be dual ICP blockade after lymphodepletion by whole body radiation, as reported in the 5T33 murine MM model (<xref ref-type="bibr" rid="B74">74</xref>), or after the addition of TGF-&#x3b2; inhibitors as reported by Kwon et&#xa0;al. (<xref ref-type="bibr" rid="B25">25</xref>), but these strategies are not easy to apply to humans.</p>
<p>In conclusion, the immune suppressive TME contexture in MM is under dynamic evolution and ICP blockade should be individually tailored to gain the maximum efficacy. The remission phase remains the most favorable setting to deliver V&#x3b3;9V&#x3b4;2 T-cell-based immune interventions.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Comitato Etico Interaziendale A.O. Santa Croce e Carle di Cuneo AA. SS. LL. Cuneo 1, Cuneo 2, Asti. n.176-19 December 11, 2019. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>CG, BC, and JK performed the experiments, analyzed the data, and contributed to the manuscript writing and editing; MM and CR designed and supervised the experiments, analyzed the data and wrote the manuscript; ET, IA, MDA, and AL managed samples collection, analyzed and correlated clinical data, and contributed to the manuscript editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This study received funding from the Italian Association for Cancer Research (AIRC) (IG21744 to MM and IG21408 to CR), Sanofi Research-to-Care (MM), CRT (2021.0556 to CR) and Associazione Italiana contro le Leucemie-Linfomi e Mielomi ONLUS (AIL) (Sezione di Cuneo &#x201c;Paolo Rubino&#x201d;) (MM, ET). The funders were not involved in the study design, collection, analysis, interpretation of data, the writing of this article or the decision to submit it for publication.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest </title>
<p>MM reports advisory boards for AbbVie, Janssen-Cilag, Sanofi, and research funding from Sanofi; MG reports advisory boards for Amgen, Bristol Myers Squibb, and Janssen-Cilag; MDA reports honoraria for lectures and advisory boards for GlaxoSmithKline, and Sanofi; AL reports honoraria and advisory boards for Janssen-Gilag, Bristol Myers Squibb, Amgen, Takeda, Oncopeptides, GlaxoSmithKline, Sanofi, and Karyopharm.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fimmu.2022.1073227/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fimmu.2022.1073227/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Robert</surname> <given-names>C</given-names>
</name>
</person-group>. <article-title>A decade of immune-checkpoint inhibitors in cancer therapy</article-title>. <source>Nat Commun</source> (<year>2020</year>) <volume>11</volume>:<fpage>3801</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-020-17670-y</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ansell</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Lesokhin</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Borrello</surname> <given-names>I</given-names>
</name>
<name>
<surname>Halwani</surname> <given-names>A</given-names>
</name>
<name>
<surname>Scott</surname> <given-names>EC</given-names>
</name>
<name>
<surname>Gutierrez</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>PD-1 blockade with nivolumab in relapsed or refractory hodgkin&#x2019;s lymphoma</article-title>. <source>N Engl J Med</source> (<year>2015</year>) <volume>372</volume>(<issue>4</issue>):<page-range>311&#x2013;9</page-range>. doi: <pub-id pub-id-type="doi">10.1056/NEJMoa1411087</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Eroglu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zaretsky</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Hu-Lieskovan</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>DW</given-names>
</name>
<name>
<surname>Algazi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>DB</given-names>
</name>
<etal/>
</person-group>. <article-title>High response rate to PD-1 blockade in desmoplastic melanomas</article-title>. <source>Nature.</source> (<year>2018</year>) <volume>553</volume>(<issue>7688</issue>):<page-range>347&#x2013;50</page-range>. doi: <pub-id pub-id-type="doi">10.1038/nature25187</pub-id>
</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Finn</surname> <given-names>RS</given-names>
</name>
<name>
<surname>Ryoo</surname> <given-names>BY</given-names>
</name>
<name>
<surname>Merle</surname> <given-names>P</given-names>
</name>
<name>
<surname>Kudo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Bouattour</surname> <given-names>M</given-names>
</name>
<name>
<surname>Lim</surname> <given-names>HY</given-names>
</name>
<etal/>
</person-group>. <article-title>Pembrolizumab as second-line therapy in patients with advanced hepatocellular carcinoma in KEYNOTE-240: A randomized, double-blind, phase III trial</article-title>. <source>J Clin Oncol</source> (<year>2020</year>) <volume>38</volume>(<issue>3</issue>):<fpage>193</fpage>&#x2013;<lpage>202</lpage>. doi: <pub-id pub-id-type="doi">10.1200/JCO.19.01307</pub-id>
</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Salik</surname> <given-names>B</given-names>
</name>
<name>
<surname>Smyth</surname> <given-names>MJ</given-names>
</name>
<name>
<surname>Nakamura</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Targeting immune checkpoints in hematological malignancies</article-title>. <source>J Hematol Oncol</source> (<year>2020</year>) <volume>13</volume>(<issue>1</issue>):<fpage>111</fpage>. doi: <pub-id pub-id-type="doi">10.1186/s13045-020-00947-6</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Garc&#xed;a-Ortiz</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rodr&#xed;guez-Garc&#xed;a</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Encinas</surname> <given-names>J</given-names>
</name>
<name>
<surname>Maroto-Mart&#xed;n</surname> <given-names>E</given-names>
</name>
<name>
<surname>Castellano</surname> <given-names>E</given-names>
</name>
<name>
<surname>Teixid&#xf3;</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>The role of tumor microenvironment in multiple myeloma development and progression</article-title>. <source>Cancers.</source> (<year>2021</year>) <volume>13</volume>:<fpage>1</fpage>&#x2013;<lpage>22</lpage>. doi: <pub-id pub-id-type="doi">10.3390/cancers13020217</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lomas</surname> <given-names>OC</given-names>
</name>
<name>
<surname>Tahri</surname> <given-names>S</given-names>
</name>
<name>
<surname>Ghobrial</surname> <given-names>IM</given-names>
</name>
</person-group>. <article-title>The microenvironment in myeloma</article-title>. <source>Curr Opin Oncol</source> (<year>2020</year>) <volume>32</volume>(<issue>2</issue>):<page-range>170&#x2013;5</page-range>. doi: <pub-id pub-id-type="doi">10.1097/CCO.0000000000000615</pub-id>
</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Danziger</surname> <given-names>SA</given-names>
</name>
<name>
<surname>McConnell</surname> <given-names>M</given-names>
</name>
<name>
<surname>Gockley</surname> <given-names>J</given-names>
</name>
<name>
<surname>Young</surname> <given-names>MH</given-names>
</name>
<name>
<surname>Rosenthal</surname> <given-names>A</given-names>
</name>
<name>
<surname>Schmitz</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Bone marrow microenvironments that contribute to patient outcomes in newly diagnosed multiple myeloma: A cohort study of patients in the total therapy clinical trials</article-title>. <source>PLoS Med</source> (<year>2020</year>) <volume>17</volume>(<issue>11</issue>):<fpage>e1003323</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pmed.1003323</pub-id>
</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Castella</surname> <given-names>B</given-names>
</name>
<name>
<surname>Foglietta</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sciancalepore</surname> <given-names>P</given-names>
</name>
<name>
<surname>Rigoni</surname> <given-names>M</given-names>
</name>
<name>
<surname>Coscia</surname> <given-names>M</given-names>
</name>
<name>
<surname>Griggio</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>Anergic bone marrow V&#x3b3;9V&#x3b4;2 T cells as early and long-lasting markers of PD-1-targetable microenvironment-induced immune suppression in human myeloma</article-title>. <source>Oncoimmunology.</source> (<year>2015</year>) <volume>4</volume>(<issue>11</issue>):<elocation-id>e1047580</elocation-id>. doi: <pub-id pub-id-type="doi">10.1080/2162402X.2015.1047580</pub-id>
</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Hamrouni</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wolowiec</surname> <given-names>D</given-names>
</name>
<name>
<surname>Coiteux</surname> <given-names>V</given-names>
</name>
<name>
<surname>Kuliczkowski</surname> <given-names>K</given-names>
</name>
<name>
<surname>Hetuin</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>Plasma cells from multiple myeloma patients express B7-H1 (PD-L1) and increase expression after stimulation with IFN-&#x3b3; and TLR ligands <italic>via</italic> a MyD88-, TRAF6-, and MEK-dependent pathway</article-title>. <source>Blood.</source> (<year>2007</year>) <volume>110</volume>(<issue>1</issue>):<fpage>296</fpage>&#x2013;<lpage>304</lpage>. doi: <pub-id pub-id-type="doi">10.1182/blood-2006-10-051482</pub-id>
</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>An</surname> <given-names>G</given-names>
</name>
<name>
<surname>Acharya</surname> <given-names>C</given-names>
</name>
<name>
<surname>Feng</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>K</given-names>
</name>
<name>
<surname>Zhong</surname> <given-names>M</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Osteoclasts promote immune suppressive microenvironment in multiple myeloma: Therapeutic implication</article-title>. <source>Blood.</source> (<year>2016</year>) <volume>128</volume>(<issue>12</issue>):<page-range>1590&#x2013;603</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2016-03-707547</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sponaas</surname> <given-names>AM</given-names>
</name>
<name>
<surname>Waage</surname> <given-names>A</given-names>
</name>
<name>
<surname>Vandsemb</surname> <given-names>EN</given-names>
</name>
<name>
<surname>Misund</surname> <given-names>K</given-names>
</name>
<name>
<surname>B&#xf8;rset</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sundan</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Bystander memory T cells and IMiD/Checkpoint therapy in multiple myeloma: A dangerous tango</article-title>? <source>Front Immunol</source> (<year>2021</year>) <volume>12</volume>:<elocation-id>636375</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2021.636375</pub-id>
</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Castella</surname> <given-names>B</given-names>
</name>
<name>
<surname>Foglietta</surname> <given-names>M</given-names>
</name>
<name>
<surname>Riganti</surname> <given-names>C</given-names>
</name>
<name>
<surname>Massaia</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>V&#x3b3;9V&#x3b4;2 T cells in the bone marrow of myeloma patients: A paradigm of microenvironment-induced immune suppression</article-title>. <source>Front Immunol</source> (<year>2018</year>) <volume>9</volume>:<elocation-id>1492</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2018.01492</pub-id>
</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Castella</surname> <given-names>B</given-names>
</name>
<name>
<surname>Vitale</surname> <given-names>C</given-names>
</name>
<name>
<surname>Coscia</surname> <given-names>M</given-names>
</name>
<name>
<surname>Massaia</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>V&#x3b3;9V&#x3b4;2 T cell-based immunotherapy in hematological malignancies: From bench to bedside</article-title>. <source>Cell Mol Life Sci</source> (<year>2011</year>) <volume>68</volume>:<page-range>2419&#x2013;32</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s00018-011-0704-8</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Harly</surname> <given-names>C</given-names>
</name>
<name>
<surname>Guillaume</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Nedellec</surname> <given-names>S</given-names>
</name>
<name>
<surname>Peign&#xe9;</surname> <given-names>CM</given-names>
</name>
<name>
<surname>M&#xf6;nkk&#xf6;nen</surname> <given-names>H</given-names>
</name>
<name>
<surname>M&#xf6;nkk&#xf6;nen</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Key implication of CD277/butyrophilin-3 (BTN3A) in cellular stress sensing by a major human &#x3b3;&#x3b4; T-cell subset</article-title>. <source>Blood.</source> (<year>2012</year>) <volume>120</volume>(<issue>11</issue>):<page-range>2269&#x2013;79</page-range>. doi: <pub-id pub-id-type="doi">10.1182/blood-2012-05-430470</pub-id>
</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Riganti</surname> <given-names>C</given-names>
</name>
<name>
<surname>Castella</surname> <given-names>B</given-names>
</name>
<name>
<surname>Massaia</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>ABCA1, apoA-I, and BTN3A1: A legitimate m&#xe9;nage &#xe0; trois in dendritic cells</article-title>. <source>Front Immunol</source> (<year>2018</year>) <volume>9</volume>(<issue>JUN</issue>):<elocation-id>1246</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2018.01246</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rigau</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ostrouska</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fulford</surname> <given-names>TS</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>DN</given-names>
</name>
<name>
<surname>Woods</surname> <given-names>K</given-names>
</name>
<name>
<surname>Ruan</surname> <given-names>Z</given-names>
</name>
<etal/>
</person-group>. <article-title>Butyrophilin 2A1 is essential for phosphoantigen reactivity by &#x3b3;&#x3b4; T cells</article-title>. <source>Science</source> (<year>2020</year>) <volume>367</volume>(<issue>6478</issue>):<elocation-id>eaay5516</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.aay5516</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karunakaran</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Willcox</surname> <given-names>CR</given-names>
</name>
<name>
<surname>Salim</surname> <given-names>M</given-names>
</name>
<name>
<surname>Paletta</surname> <given-names>D</given-names>
</name>
<name>
<surname>Fichtner</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Noll</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Butyrophilin-2A1 directly binds germline-encoded regions of the V&#x3b3;9V&#x3b4;2 TCR and is essential for phosphoantigen sensing</article-title>. <source>Immunity.</source> (<year>2020</year>) <volume>52</volume>(<issue>3</issue>):<fpage>487</fpage>&#x2013;<lpage>98.e6</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.immuni.2020.02.014</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wesch</surname> <given-names>D</given-names>
</name>
<name>
<surname>Marx</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kabelitz</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Comparative analysis of &#x3b1;&#x3b2; and &#x3b3;&#x3b4; T cell activation by mycobacterium tuberculosis and isopentenyl pyrophosphate</article-title>. <source>Eur J Immunol</source> (<year>1997</year>) <volume>27</volume>(<issue>4</issue>):<page-range>952&#x2013;6</page-range>. doi: <pub-id pub-id-type="doi">10.1002/eji.1830270422</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Granier</surname> <given-names>C</given-names>
</name>
<name>
<surname>Dariane</surname> <given-names>C</given-names>
</name>
<name>
<surname>Combe</surname> <given-names>P</given-names>
</name>
<name>
<surname>Verkarre</surname> <given-names>V</given-names>
</name>
<name>
<surname>Urien</surname> <given-names>S</given-names>
</name>
<name>
<surname>Badoual</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Tim-3 expression on tumor-infiltrating PD-1+CD8+ T cells correlates with poor clinical outcome in renal cell carcinoma</article-title>. <source>Cancer Res</source> (<year>2017</year>) <volume>77</volume>(<issue>5</issue>):<page-range>1075&#x2013;82</page-range>. doi: <pub-id pub-id-type="doi">10.1158/0008-5472.CAN-16-0274</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thommen</surname> <given-names>DS</given-names>
</name>
<name>
<surname>Schreiner</surname> <given-names>J</given-names>
</name>
<name>
<surname>M&#xfc;ller</surname> <given-names>P</given-names>
</name>
<name>
<surname>Herzig</surname> <given-names>P</given-names>
</name>
<name>
<surname>Roller</surname> <given-names>A</given-names>
</name>
<name>
<surname>Belousov</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Progression of lung cancer is associated with increased dysfunction of T cells defined by coexpression of multiple inhibitory receptors</article-title>. <source>Cancer Immunol Res</source> (<year>2015</year>) <volume>3</volume>(<issue>12</issue>):<page-range>1344&#x2013;54</page-range>. doi: <pub-id pub-id-type="doi">10.1158/2326-6066.CIR-15-0097</pub-id>
</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Datar</surname> <given-names>I</given-names>
</name>
<name>
<surname>Sanmamed</surname> <given-names>MF</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Henick</surname> <given-names>BS</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>J</given-names>
</name>
<name>
<surname>Badri</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Expression analysis and significance of PD-1, LAG-3, and TIM-3 in human non-small cell lung cancer using spatially resolved and multiparametric single-cell analysis</article-title>. <source>Clin Cancer Res</source> (<year>2019</year>) <volume>25</volume>(<issue>15</issue>):<page-range>4663&#x2013;73</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-18-4142</pub-id>
</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giraldo</surname> <given-names>NA</given-names>
</name>
<name>
<surname>Becht</surname> <given-names>E</given-names>
</name>
<name>
<surname>Vano</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Petitprez</surname> <given-names>F</given-names>
</name>
<name>
<surname>Lacroix</surname> <given-names>L</given-names>
</name>
<name>
<surname>Validire</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Tumor-infiltrating and peripheral blood T-cell immunophenotypes predict early relapse in localized clear cell renal cell carcinoma</article-title>. <source>Clin Cancer Res</source> (<year>2017</year>) <volume>23</volume>(<issue>15</issue>):<page-range>4416&#x2013;28</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-16-2848</pub-id>
</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yao</surname> <given-names>D</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Lai</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Higher Tim-3 expression concurrent with PD-1 in exhausted CD4+ and CD8+T cells in patients with acute myeloid leukemia</article-title>. <source>Exp Hematol</source> (<year>2017</year>) <volume>53</volume>:<page-range>S84&#x2013;5</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.exphem.2017.06.190</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kwon</surname> <given-names>M</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>CG</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>H</given-names>
</name>
<name>
<surname>Cho</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>EC</given-names>
</name>
<etal/>
</person-group>. <article-title>PD-1 blockade reinvigorates bone marrow CD8+ T cells from patients with multiple myeloma in the presence of TGFb inhibitors</article-title>. <source>Clin Cancer Res</source> (<year>2020</year>) <volume>26</volume>(<issue>7</issue>):<page-range>1644&#x2013;55</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-19-0267</pub-id>
</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Batorov</surname> <given-names>EV</given-names>
</name>
<name>
<surname>Aristova</surname> <given-names>TA</given-names>
</name>
<name>
<surname>Sergeevicheva</surname> <given-names>VV</given-names>
</name>
<name>
<surname>Sizikova</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Ushakova</surname> <given-names>GY</given-names>
</name>
<name>
<surname>Pronkina</surname> <given-names>NV</given-names>
</name>
<etal/>
</person-group>. <article-title>Quantitative and functional characteristics of circulating and bone marrow PD-1- and TIM-3-positive T cells in treated multiple myeloma patients</article-title>. <source>Sci Rep</source> (<year>2020</year>) <volume>10</volume>(<issue>1</issue>):<fpage>20846</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41598-020-77941-y</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tan</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Increased exhausted CD8 + T cells with programmed death-1, T-cell immunoglobulin and mucin-domain-containing-3 phenotype in patients with multiple myeloma</article-title>. <source>Asia Pac J Clin Oncol</source> (<year>2018</year>) <volume>14</volume>(<issue>5</issue>):<page-range>e266&#x2013;74</page-range>. doi: <pub-id pub-id-type="doi">10.1111/ajco.13033</pub-id>
</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gogoi</surname> <given-names>D</given-names>
</name>
<name>
<surname>Biswas</surname> <given-names>D</given-names>
</name>
<name>
<surname>Borkakoty</surname> <given-names>B</given-names>
</name>
<name>
<surname>Mahanta</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Exposure to plasmodium vivax is associated with the increased expression of exhaustion markers on &#x3b3;&#x3b4; T lymphocytes</article-title>. <source>Parasite Immunol</source> (<year>2018</year>) <volume>40</volume>(<issue>12</issue>):<fpage>1</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1111/pim.12594</pub-id>
</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Girard</surname> <given-names>P</given-names>
</name>
<name>
<surname>Charles</surname> <given-names>J</given-names>
</name>
<name>
<surname>Cluzel</surname> <given-names>C</given-names>
</name>
<name>
<surname>Degeorges</surname> <given-names>E</given-names>
</name>
<name>
<surname>Manches</surname> <given-names>O</given-names>
</name>
<name>
<surname>Plumas</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>The features of circulating and tumor-infiltrating &#x3b3;&#x3b4; T cells in melanoma patients display critical perturbations with prognostic impact on clinical outcome</article-title>. <source>Oncoimmunology.</source> (<year>2019</year>) <volume>8</volume>(<issue>8</issue>):<fpage>1</fpage>&#x2013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.1080/2162402X.2019.1601483</pub-id>
</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>X</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>H</given-names>
</name>
<name>
<surname>Gu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>G</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>T</given-names>
</name>
<etal/>
</person-group>. <article-title>Tim-3 suppresses the killing effect of V&#x3b3;9V&#x3b4;2 T cells on colon cancer cells by reducing perforin and granzyme b expression</article-title>. <source>Exp Cell Res</source> (<year>2019</year>) <volume>386</volume>:<fpage>111719</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.yexcr.2019.111719</pub-id>
</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>K</given-names>
</name>
<name>
<surname>Feng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Xiu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>V&#x3b4;2 T cell subsets, defined by PD-1 and TIM-3 expression, present varied cytokine responses in acute myeloid leukemia patients</article-title>. <source>Int Immunopharmacol.</source> (<year>2020</year>) <volume>80</volume>:<fpage>106122</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.intimp.2019.106122</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Shao</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Exhaustion and senescence: Two crucial dysfunctional states of T cells in the tumor microenvironment</article-title>. <source>Cell Mol Immunol</source> (<year>2020</year>) <volume>17</volume>(<issue>1</issue>):<fpage>27</fpage>&#x2013;<lpage>35</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41423-019-0344-8</pub-id>
</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Suen</surname> <given-names>H</given-names>
</name>
<name>
<surname>Brown</surname> <given-names>R</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Weatherburn</surname> <given-names>C</given-names>
</name>
<name>
<surname>Ho</surname> <given-names>PJ</given-names>
</name>
<name>
<surname>Woodland</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Multiple myeloma causes clonal T-cell immunosenescence: Identification of potential novel targets for promoting tumour immunity and implications for checkpoint blockade</article-title>. <source>Leukemia.</source> (<year>2016</year>) <volume>30</volume>(<issue>8</issue>):<page-range>1716&#x2013;24</page-range>. doi: <pub-id pub-id-type="doi">10.1038/leu.2016.84</pub-id>
</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zelle-Rieser</surname> <given-names>C</given-names>
</name>
<name>
<surname>Thangavadivel</surname> <given-names>S</given-names>
</name>
<name>
<surname>Biedermann</surname> <given-names>R</given-names>
</name>
<name>
<surname>Brunner</surname> <given-names>A</given-names>
</name>
<name>
<surname>Stoitzner</surname> <given-names>P</given-names>
</name>
<name>
<surname>Willenbacher</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>T Cells in multiple myeloma display features of exhaustion and senescence at the tumor site</article-title>. <source>J Hematol Oncol</source> (<year>2016</year>) <volume>9</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>12</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s13045-016-0345-3</pub-id>
</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moreira</surname> <given-names>A</given-names>
</name>
<name>
<surname>Gross</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kirchberger</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Erdmann</surname> <given-names>M</given-names>
</name>
<name>
<surname>Schuler</surname> <given-names>G</given-names>
</name>
<name>
<surname>Heinzerling</surname> <given-names>L</given-names>
</name>
</person-group>. <article-title>Senescence markers: Predictive for response to checkpoint inhibitors</article-title>. <source>Int J Cancer.</source> (<year>2019</year>) <volume>144</volume>(<issue>5</issue>):<page-range>1147&#x2013;50</page-range>. doi: <pub-id pub-id-type="doi">10.1002/ijc.31763</pub-id>
</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mariani</surname> <given-names>S</given-names>
</name>
<name>
<surname>Muraro</surname> <given-names>M</given-names>
</name>
<name>
<surname>Pantaleoni</surname> <given-names>F</given-names>
</name>
<name>
<surname>Fiore</surname> <given-names>F</given-names>
</name>
<name>
<surname>Nuschak</surname> <given-names>B</given-names>
</name>
<name>
<surname>Peola</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Effector gammadelta T cells and tumor cells as immune targets of zoledronic acid in multiple myeloma</article-title>. <source>Leukemia</source> (<year>2005</year>) <volume>19</volume>(<issue>4</issue>):<page-range>664&#x2013;70</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/sj.leu.2403693</pub-id>
</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fichtner</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Ravens</surname> <given-names>S</given-names>
</name>
<name>
<surname>Prinz</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>Human &#x3b3;&#x3b4; TCR repertoires in health and disease</article-title>. <source>Cells</source> (<year>2020</year>) <volume>9</volume>(<issue>4</issue>):<fpage>800</fpage>. doi: <pub-id pub-id-type="doi">10.3390/cells9040800</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gober</surname> <given-names>HJ</given-names>
</name>
<name>
<surname>Kistowska</surname> <given-names>M</given-names>
</name>
<name>
<surname>Angman</surname> <given-names>L</given-names>
</name>
<name>
<surname>Jen&#xf6;</surname> <given-names>P</given-names>
</name>
<name>
<surname>Mori</surname> <given-names>L</given-names>
</name>
<name>
<surname>De Libero</surname> <given-names>G</given-names>
</name>
</person-group>. <article-title>Human T cell receptor gammadelta cells recognize endogenous mevalonate metabolites in tumor cells</article-title>. <source>J Exp Med</source> (<year>2003</year>) <volume>197</volume>(<issue>2</issue>):<page-range>163&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1084/jem.20021500</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Li</surname> <given-names>G</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X</given-names>
</name>
</person-group>. <article-title>The dual roles of human &#x3b3;&#x3b4; T cells: Anti-tumor or tumor-promoting</article-title>. <source>Front Immunol</source> (<year>2021</year>) <volume>11</volume>. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2020.619954</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Barros-Martins</surname> <given-names>J</given-names>
</name>
<name>
<surname>Bruni</surname> <given-names>E</given-names>
</name>
<name>
<surname>Fichtner</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Cornberg</surname> <given-names>M</given-names>
</name>
<name>
<surname>Prinz</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>OMIP-084: 28-color full spectrum flow cytometry panel for the comprehensive analysis of human &#x3b3;&#x3b4; T cells</article-title>. <source>Cytom Part A.</source> (<year>2022</year>) <volume>101</volume>(<issue>10</issue>):<page-range>856&#x2013;61</page-range>. doi: <pub-id pub-id-type="doi">10.1002/cyto.a.24564</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Crespo</surname> <given-names>J</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>H</given-names>
</name>
<name>
<surname>Welling</surname> <given-names>TH</given-names>
</name>
<name>
<surname>Tian</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zou</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>T Cell anergy, exhaustion, senescence, and stemness in the tumor microenvironment</article-title>. <source>Curr Opin Immunol</source> (<year>2013</year>) <volume>25</volume>(<issue>2</issue>):<page-range>214&#x2013;21</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.coi.2012.12.003</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dey</surname> <given-names>M</given-names>
</name>
<name>
<surname>Huff</surname> <given-names>WX</given-names>
</name>
<name>
<surname>Kwon</surname> <given-names>JH</given-names>
</name>
<name>
<surname>Henriquez</surname> <given-names>M</given-names>
</name>
<name>
<surname>Fetcko</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>The evolving role of CD8+CD28- immunosenescent T cells in cancer immunology</article-title>. <source>Int J Mol Sci</source> (<year>2019</year>) <volume>20</volume>(<issue>11</issue>):<fpage>2810</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijms20112810</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Noren Hooten</surname> <given-names>N</given-names>
</name>
<name>
<surname>Evans</surname> <given-names>MK</given-names>
</name>
</person-group>. <article-title>Techniques to induce and quantify cellular senescence</article-title>. <source>J Vis Exp</source> (<year>2017</year>) <volume>123)</volume>:<fpage>55533</fpage>. doi: <pub-id pub-id-type="doi">10.3791/55533</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Pfannenstiel</surname> <given-names>LW</given-names>
</name>
<name>
<surname>Bolesta</surname> <given-names>E</given-names>
</name>
<name>
<surname>Montes</surname> <given-names>CL</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Chapoval</surname> <given-names>AI</given-names>
</name>
<etal/>
</person-group>. <article-title>Interleukin-7 inhibits tumor-induced CD27 -CD28 - suppressor T cells: Implications for cancer immunotherapy</article-title>. <source>Clin Cancer Res</source> (<year>2011</year>) <volume>17</volume>(<issue>15</issue>):<page-range>4975&#x2013;86</page-range>. doi: <pub-id pub-id-type="doi">10.1158/1078-0432.CCR-10-3328</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aiello</surname> <given-names>A</given-names>
</name>
<name>
<surname>Farzaneh</surname> <given-names>F</given-names>
</name>
<name>
<surname>Candore</surname> <given-names>G</given-names>
</name>
<name>
<surname>Caruso</surname> <given-names>C</given-names>
</name>
<name>
<surname>Davinelli</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gambino</surname> <given-names>CM</given-names>
</name>
<etal/>
</person-group>. <article-title>Immunosenescence and its hallmarks: How to oppose aging strategically? a review of potential options for therapeutic intervention</article-title>. <source>Front Immunol</source> (<year>2019</year>) <volume>10</volume>:1&#x2013;19. doi: <pub-id pub-id-type="doi">10.3389/fimmu.2019.02247</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Niu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Gamma-delta (&#x3b3;&#x3b4;) T cells: Friend or foe in cancer development</article-title>. <source>J Transl Med</source> (<year>2018</year>) <volume>16</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12967-017-1378-2</pub-id>
</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Horenstein</surname> <given-names>AL</given-names>
</name>
<name>
<surname>Quarona</surname> <given-names>V</given-names>
</name>
<name>
<surname>Toscani</surname> <given-names>D</given-names>
</name>
<name>
<surname>Costa</surname> <given-names>F</given-names>
</name>
<name>
<surname>Chillemi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pistoia</surname> <given-names>V</given-names>
</name>
<etal/>
</person-group>. <article-title>Adenosine generated in the bone marrow niche through a CD38-mediated pathway correlates with progression of human myeloma</article-title>. <source>Mol Med</source> (<year>2016</year>) <volume>22</volume>(<issue>1</issue>):<fpage>694</fpage>&#x2013;<lpage>704</lpage>. doi: <pub-id pub-id-type="doi">10.2119/molmed.2016.00198</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lawrence</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wiesheu</surname> <given-names>R</given-names>
</name>
<name>
<surname>Coffelt</surname> <given-names>SB</given-names>
</name>
</person-group>. <article-title>The duplexity of unconventional T cells in cancer</article-title>. <source>Int J Biochem Cell Biol</source> (<year>2022</year>) <volume>146</volume>:<fpage>106213</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.biocel.2022.106213</pub-id>
</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zuazo</surname> <given-names>M</given-names>
</name>
<name>
<surname>Gato-Ca&#xf1;as</surname> <given-names>M</given-names>
</name>
<name>
<surname>Llorente</surname> <given-names>N</given-names>
</name>
<name>
<surname>Iba&#xf1;ez-Vea</surname> <given-names>M</given-names>
</name>
<name>
<surname>Arasanz</surname> <given-names>H</given-names>
</name>
<name>
<surname>Kochan</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>Molecular mechanisms of programmed cell death-1 dependent T cell suppression: Relevance for immunotherapy</article-title>. <source>Ann Transl Med</source> (<year>2017</year>) <volume>5</volume>(<issue>19</issue>):<fpage>1</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.21037/atm.2017.06.11</pub-id>
</citation>
</ref>
<ref id="B50">
<label>50</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pereira</surname> <given-names>BI</given-names>
</name>
<name>
<surname>De Maeyer</surname> <given-names>RPH</given-names>
</name>
<name>
<surname>Covre</surname> <given-names>LP</given-names>
</name>
<name>
<surname>Nehar-Belaid</surname> <given-names>D</given-names>
</name>
<name>
<surname>Lanna</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ward</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Sestrins induce natural killer function in senescent-like CD8+ T cells</article-title>. <source>Nat Immunol</source> (<year>2020</year>) <volume>21</volume>(<issue>6</issue>):<page-range>684&#x2013;94</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41590-020-0643-3</pub-id>
</citation>
</ref>
<ref id="B51">
<label>51</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Whiteside</surname> <given-names>TL</given-names>
</name>
</person-group>. <article-title>Down-regulation of &#x3b6;-chain expression in T cells: A biomarker of prognosis in cancer</article-title>? <source>Cancer Immunol Immunother</source> (<year>2004</year>) <volume>53</volume>(<issue>10</issue>):<page-range>865&#x2013;78</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s00262-004-0521-0</pub-id>
</citation>
</ref>
<ref id="B52">
<label>52</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Koyama</surname> <given-names>S</given-names>
</name>
<name>
<surname>Akbay</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Li</surname> <given-names>YY</given-names>
</name>
<name>
<surname>Herter-Sprie</surname> <given-names>GS</given-names>
</name>
<name>
<surname>Buczkowski</surname> <given-names>KA</given-names>
</name>
<name>
<surname>Richards</surname> <given-names>WG</given-names>
</name>
<etal/>
</person-group>. <article-title>Adaptive resistance to therapeutic PD-1 blockade is associated with upregulation of alternative immune checkpoints</article-title>. <source>Nat Commun</source> (<year>2016</year>) <volume>7</volume>:<fpage>1</fpage>&#x2013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ncomms10501</pub-id>
</citation>
</ref>
<ref id="B53">
<label>53</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shayan</surname> <given-names>G</given-names>
</name>
<name>
<surname>Srivastava</surname> <given-names>R</given-names>
</name>
<name>
<surname>Li</surname> <given-names>J</given-names>
</name>
<name>
<surname>Schmitt</surname> <given-names>N</given-names>
</name>
<name>
<surname>Kane</surname> <given-names>LP</given-names>
</name>
<name>
<surname>Ferris</surname> <given-names>RL</given-names>
</name>
</person-group>. <article-title>Adaptive resistance to anti-PD1 therapy by tim-3 upregulation is mediated by the PI3k-akt pathway in head and neck cancer</article-title>. <source>Oncoimmunology.</source> (<year>2017</year>) <volume>6</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1080/2162402X.2016.1261779</pub-id>
</citation>
</ref>
<ref id="B54">
<label>54</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname> <given-names>C</given-names>
</name>
<name>
<surname>Sakuishi</surname> <given-names>K</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>S</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Zaghouani</surname> <given-names>S</given-names>
</name>
<name>
<surname>Gu</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>An IL-27/NFIL3 signalling axis drives Tim-3 and IL-10 expression and T-cell dysfunction</article-title>. <source>Nat Commun</source> (<year>2015</year>) <volume>6</volume>:<fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ncomms7072</pub-id>
</citation>
</ref>
<ref id="B55">
<label>55</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Noviello</surname> <given-names>M</given-names>
</name>
<name>
<surname>Manfredi</surname> <given-names>F</given-names>
</name>
<name>
<surname>Ruggiero</surname> <given-names>E</given-names>
</name>
<name>
<surname>Perini</surname> <given-names>T</given-names>
</name>
<name>
<surname>Oliveira</surname> <given-names>G</given-names>
</name>
<name>
<surname>Cortesi</surname> <given-names>F</given-names>
</name>
<etal/>
</person-group>. <article-title>Bone marrow central memory and memory stem T-cell exhaustion in AML patients relapsing after HSCT</article-title>. <source>Nat Commun</source> (<year>2019</year>) <volume>10</volume>(<issue>1</issue>):<fpage>1065</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-019-08871-1</pub-id>
</citation>
</ref>
<ref id="B56">
<label>56</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Luo</surname> <given-names>YL</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>S</given-names>
</name>
<name>
<surname>Fang</surname> <given-names>ZX</given-names>
</name>
<name>
<surname>Nie</surname> <given-names>YC</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>LT</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>CQ</given-names>
</name>
<etal/>
</person-group>. <article-title>STAT1 participates in the induction of substance p expression in airway epithelial cells by respiratory syncytial virus</article-title>. <source>Exp Lung Res</source> (<year>2021</year>) <volume>47</volume>(<issue>2</issue>):<fpage>78</fpage>&#x2013;<lpage>86</lpage>. doi: <pub-id pub-id-type="doi">10.1080/01902148.2020.1850922</pub-id>
</citation>
</ref>
<ref id="B57">
<label>57</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Castella</surname> <given-names>B</given-names>
</name>
<name>
<surname>Kopecka</surname> <given-names>J</given-names>
</name>
<name>
<surname>Sciancalepore</surname> <given-names>P</given-names>
</name>
<name>
<surname>Mandili</surname> <given-names>G</given-names>
</name>
<name>
<surname>Foglietta</surname> <given-names>M</given-names>
</name>
<name>
<surname>Mitro</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>The ATP-binding cassette transporter A1 regulates phosphoantigen release and V&#x3b3;39V&#x3b4;2 T cell activation by dendritic cells</article-title>. <source>Nat Commun</source> (<year>2017</year>) <volume>8</volume>:<fpage>1</fpage>&#x2013;<lpage>14</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ncomms15663</pub-id>
</citation>
</ref>
<ref id="B58">
<label>58</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Blank</surname> <given-names>CU</given-names>
</name>
<name>
<surname>Haining</surname> <given-names>WN</given-names>
</name>
<name>
<surname>Held</surname> <given-names>W</given-names>
</name>
<name>
<surname>Hogan</surname> <given-names>PG</given-names>
</name>
<name>
<surname>Kallies</surname> <given-names>A</given-names>
</name>
<name>
<surname>Lugli</surname> <given-names>E</given-names>
</name>
<etal/>
</person-group>. <article-title>Defining &#x2018;T cell exhaustion</article-title>. <source>&#x2019; Nat Rev Immunol</source> (<year>2019</year>) <volume>19</volume>(<issue>11</issue>):<page-range>665&#x2013;74</page-range>. doi: <pub-id pub-id-type="doi">10.1038/s41577-019-0221-9</pub-id>
</citation>
</ref>
<ref id="B59">
<label>59</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>W</given-names>
</name>
<name>
<surname>Monaco</surname> <given-names>G</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>EH</given-names>
</name>
<name>
<surname>Tan</surname> <given-names>WLW</given-names>
</name>
<name>
<surname>Kared</surname> <given-names>H</given-names>
</name>
<name>
<surname>Simoni</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Mapping of &#x3b3;/&#x3b4; T cells reveals V&#x3b4;2+ T cells resistance to senescence</article-title>. <source>EBioMedicine.</source> (<year>2019</year>) <volume>39</volume>:<fpage>44</fpage>&#x2013;<lpage>58</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ebiom.2018.11.053</pub-id>
</citation>
</ref>
<ref id="B60">
<label>60</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rahmanian</surname> <given-names>N</given-names>
</name>
<name>
<surname>Shokrzadeh</surname> <given-names>M</given-names>
</name>
<name>
<surname>Eskandani</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Recent advances in &#x3b3;H2AX biomarker-based genotoxicity assays: A marker of DNA damage and repair</article-title>. <source>DNA Repair (Amst)</source> (<year>2021</year>) <volume>108</volume>:<fpage>103243</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.dnarep.2021.103243</pub-id>
</citation>
</ref>
<ref id="B61">
<label>61</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Biran</surname> <given-names>A</given-names>
</name>
<name>
<surname>Zada</surname> <given-names>L</given-names>
</name>
<name>
<surname>Abou Karam</surname> <given-names>P</given-names>
</name>
<name>
<surname>Vadai</surname> <given-names>E</given-names>
</name>
<name>
<surname>Roitman</surname> <given-names>L</given-names>
</name>
<name>
<surname>Ovadya</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Quantitative identification of senescent cells in aging and disease</article-title>. <source>Aging Cell</source> (<year>2017</year>) <volume>16</volume>(<issue>4</issue>):<page-range>661&#x2013;71</page-range>. doi: <pub-id pub-id-type="doi">10.1111/acel.12592</pub-id>
</citation>
</ref>
<ref id="B62">
<label>62</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Daley</surname> <given-names>D</given-names>
</name>
<name>
<surname>Zambirinis</surname> <given-names>CP</given-names>
</name>
<name>
<surname>Seifert</surname> <given-names>L</given-names>
</name>
<name>
<surname>Akkad</surname> <given-names>N</given-names>
</name>
<name>
<surname>Mohan</surname> <given-names>N</given-names>
</name>
<name>
<surname>Werba</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>&#x3b3;&#x3b4; T cells support pancreatic oncogenesis by restraining &#x3b1;&#x3b2; T cell activation</article-title>. <source>Cell.</source> (<year>2016</year>) <volume>166</volume>(<issue>6</issue>):<fpage>1485</fpage>&#x2013;<lpage>99.e15</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.cell.2016.07.046</pub-id>
</citation>
</ref>
<ref id="B63">
<label>63</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schilbach</surname> <given-names>K</given-names>
</name>
<name>
<surname>Krickeberg</surname> <given-names>N</given-names>
</name>
<name>
<surname>Kai&#xdf;er</surname> <given-names>C</given-names>
</name>
<name>
<surname>Mingram</surname> <given-names>S</given-names>
</name>
<name>
<surname>Kind</surname> <given-names>J</given-names>
</name>
<name>
<surname>Siegers</surname> <given-names>GM</given-names>
</name>
<etal/>
</person-group>. <article-title>Suppressive activity of V&#x3b4;2+ &#x3b3;&#x3b4; T cells on &#x3b1;&#x3b2; T cells is licensed by TCR signaling and correlates with signal strength</article-title>. <source>Cancer Immunol Immunother.</source> (<year>2020</year>) <volume>69</volume>(<issue>4</issue>):<fpage>593</fpage>&#x2013;<lpage>610</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00262-019-02469-8</pub-id>
</citation>
</ref>
<ref id="B64">
<label>64</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>P</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>D</given-names>
</name>
<name>
<surname>Ni</surname> <given-names>C</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>W</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>G</given-names>
</name>
<etal/>
</person-group>. <article-title>&#x3b3;&#x3b4;T17 cells promote the accumulation and expansion of myeloid-derived suppressor cells in human colorectal cancer</article-title>. <source>Immunity.</source> (<year>2014</year>) <volume>40</volume>(<issue>5</issue>):<fpage>785</fpage>&#x2013;<lpage>800</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.immuni.2014.03.013</pub-id>
</citation>
</ref>
<ref id="B65">
<label>65</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>X</given-names>
</name>
<name>
<surname>Mo</surname> <given-names>W</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>J</given-names>
</name>
<name>
<surname>Li</surname> <given-names>L</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Hsueh</surname> <given-names>EC</given-names>
</name>
<etal/>
</person-group>. <article-title>Regulatory T cells trigger effector T cell DNA damage and senescence caused by metabolic competition</article-title>. <source>Nat Commun</source> (<year>2018</year>) <volume>9</volume>(<issue>1</issue>):<fpage>249</fpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-017-02689-5</pub-id>
</citation>
</ref>
<ref id="B66">
<label>66</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Moore</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ringshausen</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>ZAP-70 shapes the immune microenvironment in b cell malignancies</article-title>. <source>Front Oncol</source> (<year>2020</year>) <volume>10</volume>. doi: <pub-id pub-id-type="doi">10.3389/fonc.2020.595832</pub-id>
</citation>
</ref>
<ref id="B67">
<label>67</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saleh</surname> <given-names>R</given-names>
</name>
<name>
<surname>Toor</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Khalaf</surname> <given-names>S</given-names>
</name>
<name>
<surname>Elkord</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>Breast cancer cells and PD-1/PD-L1 blockade upregulate the expression of PD-1, CTLA-4, TIM-3 and LAG-3 immune checkpoints in CD4+ T cells</article-title>. <source>Vaccines.</source> (<year>2019</year>) <volume>7</volume>(<issue>4</issue>):<fpage>1</fpage>&#x2013;<lpage>13</lpage>. doi: <pub-id pub-id-type="doi">10.3390/vaccines7040149</pub-id>
</citation>
</ref>
<ref id="B68">
<label>68</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kato</surname> <given-names>R</given-names>
</name>
<name>
<surname>Yamasaki</surname> <given-names>M</given-names>
</name>
<name>
<surname>Urakawa</surname> <given-names>S</given-names>
</name>
<name>
<surname>Nishida</surname> <given-names>K</given-names>
</name>
<name>
<surname>Makino</surname> <given-names>T</given-names>
</name>
<name>
<surname>Morimoto-Okazawa</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Increased Tim-3+ T cells in PBMCs during nivolumab therapy correlate with responses and prognosis of advanced esophageal squamous cell carcinoma patients</article-title>. <source>Cancer Immunol Immunother.</source> (<year>2018</year>) <volume>67</volume>(<issue>11</issue>):<page-range>1673&#x2013;83</page-range>. doi: <pub-id pub-id-type="doi">10.1007/s00262-018-2225-x</pub-id>
</citation>
</ref>
<ref id="B69">
<label>69</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kalbasi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ribas</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Tumour-intrinsic resistance to immune checkpoint blockade</article-title>. <source>Nat Rev Immunol</source> (<year>2020</year>) <volume>20</volume>:<fpage>25</fpage>&#x2013;<lpage>39</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41577-019-0218-4</pub-id>
</citation>
</ref>
<ref id="B70">
<label>70</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abdel-Wahab</surname> <given-names>N</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>M</given-names>
</name>
<name>
<surname>Suarez-Almazor</surname> <given-names>ME</given-names>
</name>
</person-group>. <article-title>Adverse events associated with immune checkpoint blockade in patients with cancer: A systematic review of case reports</article-title>. <source>PLoS One</source> (<year>2016</year>) <volume>11</volume>(<issue>7</issue>):<fpage>1</fpage>&#x2013;<lpage>16</lpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0160221</pub-id>
</citation>
</ref>
<ref id="B71">
<label>71</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Feng</surname> <given-names>F</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>H</given-names>
</name>
</person-group>. <article-title>Peptide-based and small synthetic molecule inhibitors on PD-1/PD-L1 pathway: A new choice for immunotherapy</article-title>? <source>Eur J Medicinal Chem</source> (<year>2019</year>) <volume>161</volume>:<page-range>378&#x2013;98</page-range>. doi: <pub-id pub-id-type="doi">10.1016/j.ejmech.2018.10.044</pub-id>
</citation>
</ref>
<ref id="B72">
<label>72</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ribrag</surname> <given-names>V</given-names>
</name>
<name>
<surname>Avigan</surname> <given-names>DE</given-names>
</name>
<name>
<surname>Green</surname> <given-names>DJ</given-names>
</name>
<name>
<surname>Wise-Draper</surname> <given-names>T</given-names>
</name>
<name>
<surname>Posada</surname> <given-names>JG</given-names>
</name>
<name>
<surname>Vij</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Phase 1b trial of pembrolizumab monotherapy for relapsed/refractory multiple myeloma: KEYNOTE-013</article-title>. <source>Br J Haematology</source> (<year>2019</year>) <volume>186</volume>:<page-range>e41&#x2013;4</page-range>. doi: <pub-id pub-id-type="doi">10.1111/bjh.15888</pub-id>
</citation>
</ref>
<ref id="B73">
<label>73</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yang</surname> <given-names>M</given-names>
</name>
<name>
<surname>Du</surname> <given-names>W</given-names>
</name>
<name>
<surname>Yi</surname> <given-names>L</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>S</given-names>
</name>
<name>
<surname>He</surname> <given-names>C</given-names>
</name>
<name>
<surname>Zhai</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Checkpoint molecules&#xa0;coordinately restrain hyperactivated effector T cells in the tumor microenvironment</article-title>. <source>Oncoimmunology.</source> (<year>2020</year>) <volume>9</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi: <pub-id pub-id-type="doi">10.1080/2162402X.2019.1708064</pub-id>
</citation>
</ref>
<ref id="B74">
<label>74</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jing</surname> <given-names>W</given-names>
</name>
<name>
<surname>Gershan</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Weber</surname> <given-names>J</given-names>
</name>
<name>
<surname>Tlomak</surname> <given-names>D</given-names>
</name>
<name>
<surname>McOlash</surname> <given-names>L</given-names>
</name>
<name>
<surname>Sabatos-Peyton</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Combined immune checkpoint protein blockade and low dose whole body irradiation as immunotherapy for myeloma</article-title>. <source>J Immunother Cancer.</source> (<year>2015</year>) <volume>3</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>15</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s40425-014-0043-z</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>