Response to Hypomethylating Agents in Myelodysplastic Syndrome Is Associated With Emergence of Novel TCR Clonotypes
Aberrant T-cell function is implicated in the pathogenesis of myelodysplastic syndrome (MDS). Monitoring the T-cell receptor (TCR) repertoire can provide insights into T-cell adaptive immunity. Previous studies found skewed TCR repertoires in MDS compared to healthy patients; however these studies t...
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description | Aberrant T-cell function is implicated in the pathogenesis of myelodysplastic syndrome (MDS). Monitoring the T-cell receptor (TCR) repertoire can provide insights into T-cell adaptive immunity. Previous studies found skewed TCR repertoires in MDS compared to healthy patients; however these studies that leverage mRNA-based spectratyping have limitations. Furthermore, evaluating the TCR repertoire in context of hypomethylating agents (HMAs) treatment can provide insights into the dynamics of T-cell mediated responses in MDS. We conducted immunosequencing of the CDR3 regions of TCR beta chains in bone marrows of 11 MDS patients prior to treatment (n=11 bone marrows prior to treatment), and in at least 2 timepoints for each patient following treatment (n=26 bone marrow aspirates post-treatment) with (HMA), alongside analyzing bone marrows from 4 healthy donors as controls. TCR repertoires in MDS patients were more clonal and less diverse than healthy donors. However, unlike previous reports, we did not observe significant skewness in CDR3 length or spectratyping. The global metrics of TCR profiling including richness, clonality, overlaps were not significantly changed in responders or non-responders following treatment with HMAs. However, we found an emergence of novel clonotypes in MDS patients who responded to treatment, while non-responders had a higher frequency of contracted clonotypes following treatment. By applying GLIPH2 for antigen prediction, we found rare TCR specificity clusters shared by TCR clonotypes from different patients at pre- or following treatment. Our data show clear differences in TCR repertoires of MDS compared with healthy patients and that novel TCR clonotype emergence in response to HMA therapy was correlated with response. This suggests that response to HMA therapy may be partially driven by T-cell mediated immunity and that the immune-based therapies, which target the adaptive immune system, may play a significant role in select patients with MDS. |
doi_str_mv | 10.3389/fimmu.2021.659625 |
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Monitoring the T-cell receptor (TCR) repertoire can provide insights into T-cell adaptive immunity. Previous studies found skewed TCR repertoires in MDS compared to healthy patients; however these studies that leverage mRNA-based spectratyping have limitations. Furthermore, evaluating the TCR repertoire in context of hypomethylating agents (HMAs) treatment can provide insights into the dynamics of T-cell mediated responses in MDS. We conducted immunosequencing of the CDR3 regions of TCR beta chains in bone marrows of 11 MDS patients prior to treatment (n=11 bone marrows prior to treatment), and in at least 2 timepoints for each patient following treatment (n=26 bone marrow aspirates post-treatment) with (HMA), alongside analyzing bone marrows from 4 healthy donors as controls. TCR repertoires in MDS patients were more clonal and less diverse than healthy donors. However, unlike previous reports, we did not observe significant skewness in CDR3 length or spectratyping. The global metrics of TCR profiling including richness, clonality, overlaps were not significantly changed in responders or non-responders following treatment with HMAs. However, we found an emergence of novel clonotypes in MDS patients who responded to treatment, while non-responders had a higher frequency of contracted clonotypes following treatment. By applying GLIPH2 for antigen prediction, we found rare TCR specificity clusters shared by TCR clonotypes from different patients at pre- or following treatment. Our data show clear differences in TCR repertoires of MDS compared with healthy patients and that novel TCR clonotype emergence in response to HMA therapy was correlated with response. This suggests that response to HMA therapy may be partially driven by T-cell mediated immunity and that the immune-based therapies, which target the adaptive immune system, may play a significant role in select patients with MDS.</description><identifier>ISSN: 1664-3224</identifier><identifier>EISSN: 1664-3224</identifier><identifier>DOI: 10.3389/fimmu.2021.659625</identifier><identifier>PMID: 33912187</identifier><language>eng</language><publisher>LAUSANNE: Frontiers Media Sa</publisher><subject>Aged ; Aged, 80 and over ; antigen recognition ; Azacitidine - therapeutic use ; clonality ; Clone Cells - drug effects ; Clone Cells - immunology ; Clone Cells - metabolism ; Cohort Studies ; Complementarity Determining Regions - genetics ; Complementarity Determining Regions - immunology ; Decitabine - therapeutic use ; diversity ; DNA Methylation - drug effects ; Enzyme Inhibitors - therapeutic use ; Female ; Humans ; Immunology ; Life Sciences & Biomedicine ; Male ; Middle Aged ; myelodysplastic syndrome ; Myelodysplastic Syndromes - drug therapy ; Myelodysplastic Syndromes - genetics ; Myelodysplastic Syndromes - immunology ; Polymerase Chain Reaction - methods ; Receptors, Antigen, T-Cell, alpha-beta - genetics ; Receptors, Antigen, T-Cell, alpha-beta - immunology ; Science & Technology ; Sequence Analysis, DNA - methods ; T-cell repertoire ; T-Lymphocytes - drug effects ; T-Lymphocytes - immunology ; T-Lymphocytes - metabolism ; Treatment Outcome</subject><ispartof>Frontiers in immunology, 2021-04, Vol.12, p.659625-659625, Article 659625</ispartof><rights>Copyright © 2021 Abbas, Reville, Jiang, Yang, Reuben, Im, Little, Sinson, Chen, Futreal and Garcia-Manero.</rights><rights>Copyright © 2021 Abbas, Reville, Jiang, Yang, Reuben, Im, Little, Sinson, Chen, Futreal and Garcia-Manero 2021 Abbas, Reville, Jiang, Yang, Reuben, Im, Little, Sinson, Chen, Futreal and Garcia-Manero</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>6</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000643909600001</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c465t-d55058d160492120e25b576fa45ee68e4116697750025b39ac3a9143c97cfe483</citedby><cites>FETCH-LOGICAL-c465t-d55058d160492120e25b576fa45ee68e4116697750025b39ac3a9143c97cfe483</cites><orcidid>0000-0003-4013-5279</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8072464/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8072464/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,729,782,786,866,887,2104,2116,27931,27932,39265,53798,53800</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33912187$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Abbas, Hussein A.</creatorcontrib><creatorcontrib>Reville, Patrick K.</creatorcontrib><creatorcontrib>Jiang, Xianli</creatorcontrib><creatorcontrib>Yang, Hui</creatorcontrib><creatorcontrib>Reuben, Alexandre</creatorcontrib><creatorcontrib>Im, Jin Seon</creatorcontrib><creatorcontrib>Little, Latasha</creatorcontrib><creatorcontrib>Sinson, Jefferson C.</creatorcontrib><creatorcontrib>Chen, Ken</creatorcontrib><creatorcontrib>Futreal, Andrew</creatorcontrib><creatorcontrib>Garcia-Manero, Guillermo</creatorcontrib><title>Response to Hypomethylating Agents in Myelodysplastic Syndrome Is Associated With Emergence of Novel TCR Clonotypes</title><title>Frontiers in immunology</title><addtitle>FRONT IMMUNOL</addtitle><addtitle>Front Immunol</addtitle><description>Aberrant T-cell function is implicated in the pathogenesis of myelodysplastic syndrome (MDS). Monitoring the T-cell receptor (TCR) repertoire can provide insights into T-cell adaptive immunity. Previous studies found skewed TCR repertoires in MDS compared to healthy patients; however these studies that leverage mRNA-based spectratyping have limitations. Furthermore, evaluating the TCR repertoire in context of hypomethylating agents (HMAs) treatment can provide insights into the dynamics of T-cell mediated responses in MDS. We conducted immunosequencing of the CDR3 regions of TCR beta chains in bone marrows of 11 MDS patients prior to treatment (n=11 bone marrows prior to treatment), and in at least 2 timepoints for each patient following treatment (n=26 bone marrow aspirates post-treatment) with (HMA), alongside analyzing bone marrows from 4 healthy donors as controls. TCR repertoires in MDS patients were more clonal and less diverse than healthy donors. However, unlike previous reports, we did not observe significant skewness in CDR3 length or spectratyping. The global metrics of TCR profiling including richness, clonality, overlaps were not significantly changed in responders or non-responders following treatment with HMAs. However, we found an emergence of novel clonotypes in MDS patients who responded to treatment, while non-responders had a higher frequency of contracted clonotypes following treatment. By applying GLIPH2 for antigen prediction, we found rare TCR specificity clusters shared by TCR clonotypes from different patients at pre- or following treatment. Our data show clear differences in TCR repertoires of MDS compared with healthy patients and that novel TCR clonotype emergence in response to HMA therapy was correlated with response. This suggests that response to HMA therapy may be partially driven by T-cell mediated immunity and that the immune-based therapies, which target the adaptive immune system, may play a significant role in select patients with MDS.</description><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>antigen recognition</subject><subject>Azacitidine - therapeutic use</subject><subject>clonality</subject><subject>Clone Cells - drug effects</subject><subject>Clone Cells - immunology</subject><subject>Clone Cells - metabolism</subject><subject>Cohort Studies</subject><subject>Complementarity Determining Regions - genetics</subject><subject>Complementarity Determining Regions - immunology</subject><subject>Decitabine - therapeutic use</subject><subject>diversity</subject><subject>DNA Methylation - drug effects</subject><subject>Enzyme Inhibitors - therapeutic use</subject><subject>Female</subject><subject>Humans</subject><subject>Immunology</subject><subject>Life Sciences & Biomedicine</subject><subject>Male</subject><subject>Middle Aged</subject><subject>myelodysplastic syndrome</subject><subject>Myelodysplastic Syndromes - drug therapy</subject><subject>Myelodysplastic Syndromes - genetics</subject><subject>Myelodysplastic Syndromes - immunology</subject><subject>Polymerase Chain Reaction - methods</subject><subject>Receptors, Antigen, T-Cell, alpha-beta - genetics</subject><subject>Receptors, Antigen, T-Cell, alpha-beta - immunology</subject><subject>Science & Technology</subject><subject>Sequence Analysis, DNA - methods</subject><subject>T-cell repertoire</subject><subject>T-Lymphocytes - drug effects</subject><subject>T-Lymphocytes - immunology</subject><subject>T-Lymphocytes - metabolism</subject><subject>Treatment Outcome</subject><issn>1664-3224</issn><issn>1664-3224</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>HGBXW</sourceid><sourceid>EIF</sourceid><sourceid>DOA</sourceid><recordid>eNqNkk1r3DAQhk1paUKaH9BL0bFQdqNvW5fCYtJmIWkhTelRaOXRroJtuZY2xf--2jhdklt1kdA882pG7xTFe4KXjFXqwvmu2y8ppmQphZJUvCpOiZR8wSjlr5-dT4rzGO9xXlwxxsTb4oQxRSipytMi3kIcQh8BpYCupiF0kHZTa5Lvt2i1hT5F5Ht0M0EbmikOrYnJW_Rj6psxs2gd0SrGYL1J0KBfPu3QZQdjTrSAgkPfwgO06K6-RXUb-pCmAeK74o0zbYTzp_2s-Pnl8q6-Wlx__7quV9cLy6VIi0YILKqGyFw3JRQDFRtRSme4AJAVcJJbVGUpMM4RpoxlRhHOrCqtA16xs2I96zbB3Oth9J0ZJx2M148XYdxqM-ZuWtAbamUp2Ya4UnFQqhLMuaqhjiuwRKms9XnWGvabDhqbP2Y07QvRl5He7_Q2POgKl5RLngU-PgmM4fceYtKdjxba1vQQ9lFTQVSFMRM4o2RG7RhiHMEdnyFYH7zXj97rg_d69j7nfHhe3zHjn9MZ-DQDf2ATXLT-4NARy8ORa1RYycOckExX_0_XPuV5CX0d9n1ifwH5Esze</recordid><startdate>20210412</startdate><enddate>20210412</enddate><creator>Abbas, Hussein A.</creator><creator>Reville, Patrick K.</creator><creator>Jiang, Xianli</creator><creator>Yang, Hui</creator><creator>Reuben, Alexandre</creator><creator>Im, Jin Seon</creator><creator>Little, Latasha</creator><creator>Sinson, Jefferson C.</creator><creator>Chen, Ken</creator><creator>Futreal, Andrew</creator><creator>Garcia-Manero, Guillermo</creator><general>Frontiers Media Sa</general><general>Frontiers Media S.A</general><scope>BLEPL</scope><scope>DTL</scope><scope>HGBXW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0003-4013-5279</orcidid></search><sort><creationdate>20210412</creationdate><title>Response to Hypomethylating Agents in Myelodysplastic Syndrome Is Associated With Emergence of Novel TCR Clonotypes</title><author>Abbas, Hussein A. ; Reville, Patrick K. ; Jiang, Xianli ; Yang, Hui ; Reuben, Alexandre ; Im, Jin Seon ; Little, Latasha ; Sinson, Jefferson C. ; Chen, Ken ; Futreal, Andrew ; Garcia-Manero, Guillermo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c465t-d55058d160492120e25b576fa45ee68e4116697750025b39ac3a9143c97cfe483</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>antigen recognition</topic><topic>Azacitidine - therapeutic use</topic><topic>clonality</topic><topic>Clone Cells - drug effects</topic><topic>Clone Cells - immunology</topic><topic>Clone Cells - metabolism</topic><topic>Cohort Studies</topic><topic>Complementarity Determining Regions - genetics</topic><topic>Complementarity Determining Regions - immunology</topic><topic>Decitabine - therapeutic use</topic><topic>diversity</topic><topic>DNA Methylation - drug effects</topic><topic>Enzyme Inhibitors - therapeutic use</topic><topic>Female</topic><topic>Humans</topic><topic>Immunology</topic><topic>Life Sciences & Biomedicine</topic><topic>Male</topic><topic>Middle Aged</topic><topic>myelodysplastic syndrome</topic><topic>Myelodysplastic Syndromes - drug therapy</topic><topic>Myelodysplastic Syndromes - genetics</topic><topic>Myelodysplastic Syndromes - immunology</topic><topic>Polymerase Chain Reaction - methods</topic><topic>Receptors, Antigen, T-Cell, alpha-beta - genetics</topic><topic>Receptors, Antigen, T-Cell, alpha-beta - immunology</topic><topic>Science & Technology</topic><topic>Sequence Analysis, DNA - methods</topic><topic>T-cell repertoire</topic><topic>T-Lymphocytes - drug effects</topic><topic>T-Lymphocytes - immunology</topic><topic>T-Lymphocytes - metabolism</topic><topic>Treatment Outcome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Abbas, Hussein A.</creatorcontrib><creatorcontrib>Reville, Patrick K.</creatorcontrib><creatorcontrib>Jiang, Xianli</creatorcontrib><creatorcontrib>Yang, Hui</creatorcontrib><creatorcontrib>Reuben, Alexandre</creatorcontrib><creatorcontrib>Im, Jin Seon</creatorcontrib><creatorcontrib>Little, Latasha</creatorcontrib><creatorcontrib>Sinson, Jefferson C.</creatorcontrib><creatorcontrib>Chen, Ken</creatorcontrib><creatorcontrib>Futreal, Andrew</creatorcontrib><creatorcontrib>Garcia-Manero, Guillermo</creatorcontrib><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Web of Science - Science Citation Index Expanded - 2021</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Frontiers in immunology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Abbas, Hussein A.</au><au>Reville, Patrick K.</au><au>Jiang, Xianli</au><au>Yang, Hui</au><au>Reuben, Alexandre</au><au>Im, Jin Seon</au><au>Little, Latasha</au><au>Sinson, Jefferson C.</au><au>Chen, Ken</au><au>Futreal, Andrew</au><au>Garcia-Manero, Guillermo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Response to Hypomethylating Agents in Myelodysplastic Syndrome Is Associated With Emergence of Novel TCR Clonotypes</atitle><jtitle>Frontiers in immunology</jtitle><stitle>FRONT IMMUNOL</stitle><addtitle>Front Immunol</addtitle><date>2021-04-12</date><risdate>2021</risdate><volume>12</volume><spage>659625</spage><epage>659625</epage><pages>659625-659625</pages><artnum>659625</artnum><issn>1664-3224</issn><eissn>1664-3224</eissn><abstract>Aberrant T-cell function is implicated in the pathogenesis of myelodysplastic syndrome (MDS). Monitoring the T-cell receptor (TCR) repertoire can provide insights into T-cell adaptive immunity. Previous studies found skewed TCR repertoires in MDS compared to healthy patients; however these studies that leverage mRNA-based spectratyping have limitations. Furthermore, evaluating the TCR repertoire in context of hypomethylating agents (HMAs) treatment can provide insights into the dynamics of T-cell mediated responses in MDS. We conducted immunosequencing of the CDR3 regions of TCR beta chains in bone marrows of 11 MDS patients prior to treatment (n=11 bone marrows prior to treatment), and in at least 2 timepoints for each patient following treatment (n=26 bone marrow aspirates post-treatment) with (HMA), alongside analyzing bone marrows from 4 healthy donors as controls. TCR repertoires in MDS patients were more clonal and less diverse than healthy donors. However, unlike previous reports, we did not observe significant skewness in CDR3 length or spectratyping. The global metrics of TCR profiling including richness, clonality, overlaps were not significantly changed in responders or non-responders following treatment with HMAs. However, we found an emergence of novel clonotypes in MDS patients who responded to treatment, while non-responders had a higher frequency of contracted clonotypes following treatment. By applying GLIPH2 for antigen prediction, we found rare TCR specificity clusters shared by TCR clonotypes from different patients at pre- or following treatment. Our data show clear differences in TCR repertoires of MDS compared with healthy patients and that novel TCR clonotype emergence in response to HMA therapy was correlated with response. This suggests that response to HMA therapy may be partially driven by T-cell mediated immunity and that the immune-based therapies, which target the adaptive immune system, may play a significant role in select patients with MDS.</abstract><cop>LAUSANNE</cop><pub>Frontiers Media Sa</pub><pmid>33912187</pmid><doi>10.3389/fimmu.2021.659625</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-4013-5279</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aged Aged, 80 and over antigen recognition Azacitidine - therapeutic use clonality Clone Cells - drug effects Clone Cells - immunology Clone Cells - metabolism Cohort Studies Complementarity Determining Regions - genetics Complementarity Determining Regions - immunology Decitabine - therapeutic use diversity DNA Methylation - drug effects Enzyme Inhibitors - therapeutic use Female Humans Immunology Life Sciences & Biomedicine Male Middle Aged myelodysplastic syndrome Myelodysplastic Syndromes - drug therapy Myelodysplastic Syndromes - genetics Myelodysplastic Syndromes - immunology Polymerase Chain Reaction - methods Receptors, Antigen, T-Cell, alpha-beta - genetics Receptors, Antigen, T-Cell, alpha-beta - immunology Science & Technology Sequence Analysis, DNA - methods T-cell repertoire T-Lymphocytes - drug effects T-Lymphocytes - immunology T-Lymphocytes - metabolism Treatment Outcome |
title | Response to Hypomethylating Agents in Myelodysplastic Syndrome Is Associated With Emergence of Novel TCR Clonotypes |
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