Post-infusion CAR TReg cells identify patients resistant to CD19-CAR therapy
Approximately 60% of patients with large B cell lymphoma treated with chimeric antigen receptor (CAR) T cell therapies targeting CD19 experience disease progression, and neurotoxicity remains a challenge. Biomarkers associated with resistance and toxicity are limited. In this study, single-cell prot...
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creator | Good, Zinaida Spiegel, Jay Y. Sahaf, Bita Malipatlolla, Meena B. Ehlinger, Zach J. Kurra, Sreevidya Desai, Moksha H. Reynolds, Warren D. Wong Lin, Anita Vandris, Panayiotis Wu, Fang Prabhu, Snehit Hamilton, Mark P. Tamaresis, John S. Hanson, Paul J. Patel, Shabnum Feldman, Steven A. Frank, Matthew J. Baird, John H. Muffly, Lori Claire, Gursharan K. Craig, Juliana Kong, Katherine A. Wagh, Dhananjay Coller, John Bendall, Sean C. Tibshirani, Robert J. Plevritis, Sylvia K. Miklos, David B. Mackall, Crystal L. |
description | Approximately 60% of patients with large B cell lymphoma treated with chimeric antigen receptor (CAR) T cell therapies targeting CD19 experience disease progression, and neurotoxicity remains a challenge. Biomarkers associated with resistance and toxicity are limited. In this study, single-cell proteomic profiling of circulating CAR T cells in 32 patients treated with CD19-CAR identified that CD4
+
Helios
+
CAR T cells on day 7 after infusion are associated with progressive disease and less severe neurotoxicity. Deep profiling demonstrated that this population is non-clonal and manifests hallmark features of T regulatory (T
Reg
) cells. Validation cohort analysis upheld the link between higher CAR T
Reg
cells with clinical progression and less severe neurotoxicity. A model combining expansion of this subset with lactate dehydrogenase levels, as a surrogate for tumor burden, was superior for predicting durable clinical response compared to models relying on each feature alone. These data credential CAR T
Reg
cell expansion as a novel biomarker of response and toxicity after CAR T cell therapy and raise the prospect that this subset may regulate CAR T cell responses in humans.
Single-cell proteomic profiling of circulating CAR T cells in patients treated with CD19-CAR shows that CD4
+
Helios
+
CAR T cells on day 7 after infusion are associated with progressive disease and less severe neurotoxicity. |
doi_str_mv | 10.1038/s41591-022-01960-7 |
format | Article |
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+
Helios
+
CAR T cells on day 7 after infusion are associated with progressive disease and less severe neurotoxicity. Deep profiling demonstrated that this population is non-clonal and manifests hallmark features of T regulatory (T
Reg
) cells. Validation cohort analysis upheld the link between higher CAR T
Reg
cells with clinical progression and less severe neurotoxicity. A model combining expansion of this subset with lactate dehydrogenase levels, as a surrogate for tumor burden, was superior for predicting durable clinical response compared to models relying on each feature alone. These data credential CAR T
Reg
cell expansion as a novel biomarker of response and toxicity after CAR T cell therapy and raise the prospect that this subset may regulate CAR T cell responses in humans.
Single-cell proteomic profiling of circulating CAR T cells in patients treated with CD19-CAR shows that CD4
+
Helios
+
CAR T cells on day 7 after infusion are associated with progressive disease and less severe neurotoxicity.</description><identifier>ISSN: 1078-8956</identifier><identifier>EISSN: 1546-170X</identifier><identifier>DOI: 10.1038/s41591-022-01960-7</identifier><identifier>PMID: 36097223</identifier><language>eng</language><publisher>New York: Nature Publishing Group US</publisher><subject>631/114 ; 631/250/251 ; 692/53/2423 ; 692/699/67/1990/291/1621/1915 ; Antigens ; B-cell lymphoma ; Biomarkers ; Biomedical and Life Sciences ; Biomedicine ; Cancer Research ; CD19 antigen ; CD4 antigen ; Cell therapy ; Chimeric antigen receptors ; Depth profiling ; Infectious Diseases ; L-Lactate dehydrogenase ; Lactate dehydrogenase ; Lactic acid ; Lymphocytes ; Lymphocytes T ; Lymphoma ; Metabolic Diseases ; Molecular Medicine ; Neurosciences ; Neurotoxicity ; Patients ; Proteomics ; Toxicity ; Tumors</subject><ispartof>Nature medicine, 2022-09, Vol.28 (9), p.1860-1871</ispartof><rights>The Author(s), under exclusive licence to Springer Nature America, Inc. 2022 Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>Copyright Nature Publishing Group Sep 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c518t-2a81e350bf9e6805b8d0229509695ec2a6642fff323673ce3fae06e53f5dee33</citedby><cites>FETCH-LOGICAL-c518t-2a81e350bf9e6805b8d0229509695ec2a6642fff323673ce3fae06e53f5dee33</cites><orcidid>0000-0002-4917-9019 ; 0000-0001-6491-0044 ; 0000-0002-9887-6136 ; 0000-0003-1341-2453 ; 0000-0001-6323-4304 ; 0000-0002-5644-2292 ; 0000-0002-4782-9540 ; 0000-0002-6937-003X ; 0000-0003-0717-4305</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/s41591-022-01960-7$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1038/s41591-022-01960-7$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>230,314,776,780,881,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Good, Zinaida</creatorcontrib><creatorcontrib>Spiegel, Jay Y.</creatorcontrib><creatorcontrib>Sahaf, Bita</creatorcontrib><creatorcontrib>Malipatlolla, Meena B.</creatorcontrib><creatorcontrib>Ehlinger, Zach J.</creatorcontrib><creatorcontrib>Kurra, Sreevidya</creatorcontrib><creatorcontrib>Desai, Moksha H.</creatorcontrib><creatorcontrib>Reynolds, Warren D.</creatorcontrib><creatorcontrib>Wong Lin, Anita</creatorcontrib><creatorcontrib>Vandris, Panayiotis</creatorcontrib><creatorcontrib>Wu, Fang</creatorcontrib><creatorcontrib>Prabhu, Snehit</creatorcontrib><creatorcontrib>Hamilton, Mark P.</creatorcontrib><creatorcontrib>Tamaresis, John S.</creatorcontrib><creatorcontrib>Hanson, Paul J.</creatorcontrib><creatorcontrib>Patel, Shabnum</creatorcontrib><creatorcontrib>Feldman, Steven A.</creatorcontrib><creatorcontrib>Frank, Matthew J.</creatorcontrib><creatorcontrib>Baird, John H.</creatorcontrib><creatorcontrib>Muffly, Lori</creatorcontrib><creatorcontrib>Claire, Gursharan K.</creatorcontrib><creatorcontrib>Craig, Juliana</creatorcontrib><creatorcontrib>Kong, Katherine A.</creatorcontrib><creatorcontrib>Wagh, Dhananjay</creatorcontrib><creatorcontrib>Coller, John</creatorcontrib><creatorcontrib>Bendall, Sean C.</creatorcontrib><creatorcontrib>Tibshirani, Robert J.</creatorcontrib><creatorcontrib>Plevritis, Sylvia K.</creatorcontrib><creatorcontrib>Miklos, David B.</creatorcontrib><creatorcontrib>Mackall, Crystal L.</creatorcontrib><title>Post-infusion CAR TReg cells identify patients resistant to CD19-CAR therapy</title><title>Nature medicine</title><addtitle>Nat Med</addtitle><description>Approximately 60% of patients with large B cell lymphoma treated with chimeric antigen receptor (CAR) T cell therapies targeting CD19 experience disease progression, and neurotoxicity remains a challenge. Biomarkers associated with resistance and toxicity are limited. In this study, single-cell proteomic profiling of circulating CAR T cells in 32 patients treated with CD19-CAR identified that CD4
+
Helios
+
CAR T cells on day 7 after infusion are associated with progressive disease and less severe neurotoxicity. Deep profiling demonstrated that this population is non-clonal and manifests hallmark features of T regulatory (T
Reg
) cells. Validation cohort analysis upheld the link between higher CAR T
Reg
cells with clinical progression and less severe neurotoxicity. A model combining expansion of this subset with lactate dehydrogenase levels, as a surrogate for tumor burden, was superior for predicting durable clinical response compared to models relying on each feature alone. These data credential CAR T
Reg
cell expansion as a novel biomarker of response and toxicity after CAR T cell therapy and raise the prospect that this subset may regulate CAR T cell responses in humans.
Single-cell proteomic profiling of circulating CAR T cells in patients treated with CD19-CAR shows that CD4
+
Helios
+
CAR T cells on day 7 after infusion are associated with progressive disease and less severe neurotoxicity.</description><subject>631/114</subject><subject>631/250/251</subject><subject>692/53/2423</subject><subject>692/699/67/1990/291/1621/1915</subject><subject>Antigens</subject><subject>B-cell lymphoma</subject><subject>Biomarkers</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Cancer Research</subject><subject>CD19 antigen</subject><subject>CD4 antigen</subject><subject>Cell therapy</subject><subject>Chimeric antigen receptors</subject><subject>Depth profiling</subject><subject>Infectious Diseases</subject><subject>L-Lactate dehydrogenase</subject><subject>Lactate dehydrogenase</subject><subject>Lactic acid</subject><subject>Lymphocytes</subject><subject>Lymphocytes T</subject><subject>Lymphoma</subject><subject>Metabolic Diseases</subject><subject>Molecular Medicine</subject><subject>Neurosciences</subject><subject>Neurotoxicity</subject><subject>Patients</subject><subject>Proteomics</subject><subject>Toxicity</subject><subject>Tumors</subject><issn>1078-8956</issn><issn>1546-170X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>8G5</sourceid><sourceid>BENPR</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNp9UU1LAzEUDKJYrf4BTwueoy9Jk92cpNRPKCilB28h3b60Ke1uTVKh_97UFsWLl2TgzcybZAi5YnDDQFS3scekZhQ4p8C0AloekTMme4qyEt6PM4ayopWWqkPOY1wAgACpT0lHKNAl5-KMDN_amKhv3Cb6tikG_VExHuGsqHG5jIWfYpO82xZrm3yGsQgYfUy2SUVqi8E903QnSXMMdr29ICfOLiNeHu4uGT8-jAfPdPj69DLoD2ktWZUotxVDIWHiNKoK5KSa5jdoCVppiTW3SvW4c05woUpRo3AWQaEUTk4RheiSu73tejNZ4bTOwYJdmnXwKxu2prXe_J00fm5m7adhoPPPVDo7XB8cQvuxwZjMot2EJmc2vGSq1DwfmcX3rDq0MQZ0PysYmF0DZt-AyenNdwNmJxJ7UczkZobh1_of1RcPbYc3</recordid><startdate>20220901</startdate><enddate>20220901</enddate><creator>Good, 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CAR TReg cells identify patients resistant to CD19-CAR therapy</title><author>Good, Zinaida ; Spiegel, Jay Y. ; Sahaf, Bita ; Malipatlolla, Meena B. ; Ehlinger, Zach J. ; Kurra, Sreevidya ; Desai, Moksha H. ; Reynolds, Warren D. ; Wong Lin, Anita ; Vandris, Panayiotis ; Wu, Fang ; Prabhu, Snehit ; Hamilton, Mark P. ; Tamaresis, John S. ; Hanson, Paul J. ; Patel, Shabnum ; Feldman, Steven A. ; Frank, Matthew J. ; Baird, John H. ; Muffly, Lori ; Claire, Gursharan K. ; Craig, Juliana ; Kong, Katherine A. ; Wagh, Dhananjay ; Coller, John ; Bendall, Sean C. ; Tibshirani, Robert J. ; Plevritis, Sylvia K. ; Miklos, David B. ; Mackall, Crystal 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L.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Post-infusion CAR TReg cells identify patients resistant to CD19-CAR therapy</atitle><jtitle>Nature medicine</jtitle><stitle>Nat Med</stitle><date>2022-09-01</date><risdate>2022</risdate><volume>28</volume><issue>9</issue><spage>1860</spage><epage>1871</epage><pages>1860-1871</pages><issn>1078-8956</issn><eissn>1546-170X</eissn><abstract>Approximately 60% of patients with large B cell lymphoma treated with chimeric antigen receptor (CAR) T cell therapies targeting CD19 experience disease progression, and neurotoxicity remains a challenge. Biomarkers associated with resistance and toxicity are limited. In this study, single-cell proteomic profiling of circulating CAR T cells in 32 patients treated with CD19-CAR identified that CD4
+
Helios
+
CAR T cells on day 7 after infusion are associated with progressive disease and less severe neurotoxicity. Deep profiling demonstrated that this population is non-clonal and manifests hallmark features of T regulatory (T
Reg
) cells. Validation cohort analysis upheld the link between higher CAR T
Reg
cells with clinical progression and less severe neurotoxicity. A model combining expansion of this subset with lactate dehydrogenase levels, as a surrogate for tumor burden, was superior for predicting durable clinical response compared to models relying on each feature alone. These data credential CAR T
Reg
cell expansion as a novel biomarker of response and toxicity after CAR T cell therapy and raise the prospect that this subset may regulate CAR T cell responses in humans.
Single-cell proteomic profiling of circulating CAR T cells in patients treated with CD19-CAR shows that CD4
+
Helios
+
CAR T cells on day 7 after infusion are associated with progressive disease and less severe neurotoxicity.</abstract><cop>New York</cop><pub>Nature Publishing Group US</pub><pmid>36097223</pmid><doi>10.1038/s41591-022-01960-7</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-4917-9019</orcidid><orcidid>https://orcid.org/0000-0001-6491-0044</orcidid><orcidid>https://orcid.org/0000-0002-9887-6136</orcidid><orcidid>https://orcid.org/0000-0003-1341-2453</orcidid><orcidid>https://orcid.org/0000-0001-6323-4304</orcidid><orcidid>https://orcid.org/0000-0002-5644-2292</orcidid><orcidid>https://orcid.org/0000-0002-4782-9540</orcidid><orcidid>https://orcid.org/0000-0002-6937-003X</orcidid><orcidid>https://orcid.org/0000-0003-0717-4305</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1078-8956 |
ispartof | Nature medicine, 2022-09, Vol.28 (9), p.1860-1871 |
issn | 1078-8956 1546-170X |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10917089 |
source | Springer Online Journals Complete; Nature Journals Online |
subjects | 631/114 631/250/251 692/53/2423 692/699/67/1990/291/1621/1915 Antigens B-cell lymphoma Biomarkers Biomedical and Life Sciences Biomedicine Cancer Research CD19 antigen CD4 antigen Cell therapy Chimeric antigen receptors Depth profiling Infectious Diseases L-Lactate dehydrogenase Lactate dehydrogenase Lactic acid Lymphocytes Lymphocytes T Lymphoma Metabolic Diseases Molecular Medicine Neurosciences Neurotoxicity Patients Proteomics Toxicity Tumors |
title | Post-infusion CAR TReg cells identify patients resistant to CD19-CAR therapy |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-06T17%3A09%3A17IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Post-infusion%20CAR%20TReg%20cells%20identify%20patients%20resistant%20to%20CD19-CAR%20therapy&rft.jtitle=Nature%20medicine&rft.au=Good,%20Zinaida&rft.date=2022-09-01&rft.volume=28&rft.issue=9&rft.spage=1860&rft.epage=1871&rft.pages=1860-1871&rft.issn=1078-8956&rft.eissn=1546-170X&rft_id=info:doi/10.1038/s41591-022-01960-7&rft_dat=%3Cproquest_pubme%3E2716792167%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2716792167&rft_id=info:pmid/36097223&rfr_iscdi=true |