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Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure
Adoptive cell therapy (ACT) using tumor infiltrating lymphocytes (TIL) is being studied in multiple tumor types. However, little is known about clonal cell expansion in vitro and persistence of the ACT product in vivo. We performed single-cell RNA and T-Cell Receptor (TCR) sequencing on serial blood...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9749221/ https://www.ncbi.nlm.nih.gov/pubmed/36514045 http://dx.doi.org/10.1186/s12943-022-01688-5 |
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author | Qu, Rihao Kluger, Yuval Yang, Junchen Zhao, Jun Hafler, David A. Krause, Diane S. Bersenev, Alexey Bosenberg, Marcus Hurwitz, Michael Lucca, Liliana Kluger, Harriet M. |
author_facet | Qu, Rihao Kluger, Yuval Yang, Junchen Zhao, Jun Hafler, David A. Krause, Diane S. Bersenev, Alexey Bosenberg, Marcus Hurwitz, Michael Lucca, Liliana Kluger, Harriet M. |
author_sort | Qu, Rihao |
collection | PubMed |
description | Adoptive cell therapy (ACT) using tumor infiltrating lymphocytes (TIL) is being studied in multiple tumor types. However, little is known about clonal cell expansion in vitro and persistence of the ACT product in vivo. We performed single-cell RNA and T-Cell Receptor (TCR) sequencing on serial blood and tumor samples from a patient undergoing ACT, who did not respond. We found that clonal expansion varied during preparation of the ACT product, and only one expanded clone was preserved in the ACT product. The TCR of the preserved clone which persisted and remained activated for five months was previously reported as specific for cytomegalovirus and had upregulation of granzyme family genes and genes associated with effector functions (HLA-DQB1, LAT, HLA-DQA1, and KLRD1). Clones that contracted during TIL preparation had features of exhaustion and apoptosis. At disease progression, all previously detected clonotypes were detected. New clonotypes appearing in blood or tumor at disease progression were enriched for genes associated with cytotoxicity or stemness (FGFBP2, GNLY, GZMH, GZMK, IL7R, SELL and KLF2), and these might be harnessed for alternative cellular therapy or cytokine therapy. In-depth single-cell analyses of serial samples from additional ACT-treated patients is warranted, and viral- versus tumor-specificity should be carefully analyzed. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12943-022-01688-5. |
format | Online Article Text |
id | pubmed-9749221 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97492212022-12-15 Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure Qu, Rihao Kluger, Yuval Yang, Junchen Zhao, Jun Hafler, David A. Krause, Diane S. Bersenev, Alexey Bosenberg, Marcus Hurwitz, Michael Lucca, Liliana Kluger, Harriet M. Mol Cancer Correspondence Adoptive cell therapy (ACT) using tumor infiltrating lymphocytes (TIL) is being studied in multiple tumor types. However, little is known about clonal cell expansion in vitro and persistence of the ACT product in vivo. We performed single-cell RNA and T-Cell Receptor (TCR) sequencing on serial blood and tumor samples from a patient undergoing ACT, who did not respond. We found that clonal expansion varied during preparation of the ACT product, and only one expanded clone was preserved in the ACT product. The TCR of the preserved clone which persisted and remained activated for five months was previously reported as specific for cytomegalovirus and had upregulation of granzyme family genes and genes associated with effector functions (HLA-DQB1, LAT, HLA-DQA1, and KLRD1). Clones that contracted during TIL preparation had features of exhaustion and apoptosis. At disease progression, all previously detected clonotypes were detected. New clonotypes appearing in blood or tumor at disease progression were enriched for genes associated with cytotoxicity or stemness (FGFBP2, GNLY, GZMH, GZMK, IL7R, SELL and KLF2), and these might be harnessed for alternative cellular therapy or cytokine therapy. In-depth single-cell analyses of serial samples from additional ACT-treated patients is warranted, and viral- versus tumor-specificity should be carefully analyzed. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12943-022-01688-5. BioMed Central 2022-12-14 /pmc/articles/PMC9749221/ /pubmed/36514045 http://dx.doi.org/10.1186/s12943-022-01688-5 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Correspondence Qu, Rihao Kluger, Yuval Yang, Junchen Zhao, Jun Hafler, David A. Krause, Diane S. Bersenev, Alexey Bosenberg, Marcus Hurwitz, Michael Lucca, Liliana Kluger, Harriet M. Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure |
title | Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure |
title_full | Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure |
title_fullStr | Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure |
title_full_unstemmed | Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure |
title_short | Longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure |
title_sort | longitudinal single-cell analysis of a patient receiving adoptive cell therapy reveals potential mechanisms of treatment failure |
topic | Correspondence |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9749221/ https://www.ncbi.nlm.nih.gov/pubmed/36514045 http://dx.doi.org/10.1186/s12943-022-01688-5 |
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