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Identification of genomic signatures in bone marrow associated with clinical response of CD19 CAR T-cell therapy
CD19 CAR T-cell immunotherapy is a breakthrough treatment for B cell malignancies, but relapse and lack of response remain a challenge. The bone marrow microenvironment is a key factor in therapy resistance, however, little research has been reported concerning the relationship between transcriptomi...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857276/ https://www.ncbi.nlm.nih.gov/pubmed/35181722 http://dx.doi.org/10.1038/s41598-022-06830-3 |
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author | Shao, Lipei Iyer, Avinash Zhao, Yingdong Somerville, Rob Panch, Sandhya Pelayo, Alejandra Stroncek, David F. Jin, Ping |
author_facet | Shao, Lipei Iyer, Avinash Zhao, Yingdong Somerville, Rob Panch, Sandhya Pelayo, Alejandra Stroncek, David F. Jin, Ping |
author_sort | Shao, Lipei |
collection | PubMed |
description | CD19 CAR T-cell immunotherapy is a breakthrough treatment for B cell malignancies, but relapse and lack of response remain a challenge. The bone marrow microenvironment is a key factor in therapy resistance, however, little research has been reported concerning the relationship between transcriptomic profile of bone marrow prior to lymphodepleting preconditioning and clinical response following CD19 CAR T-cell therapy. Here, we applied comprehensive bioinformatic methods (PCA, GO, GSEA, GSVA, PAM-tools) to identify clinical CD19 CAR T-cell remission-related genomic signatures. In patients achieving a complete response (CR) transcriptomic profiles of bone marrow prior to lymphodepletion showed genes mainly involved in T cell activation. The bone marrow of CR patients also showed a higher activity in early T cell function, chemokine, and interleukin signaling pathways. However, non-responding patients showed higher activity in cell cycle checkpoint pathways. In addition, a 14-gene signature was identified as a remission-marker. Our study indicated the indexes of the bone marrow microenvironment have a close relationship with clinical remission. Enhancing T cell activation pathways (chemokine, interleukin, etc.) in the bone marrow before CAR T-cell infusion may create a pro-inflammatory environment which improves the efficacy of CAR T-cell therapy. |
format | Online Article Text |
id | pubmed-8857276 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88572762022-02-22 Identification of genomic signatures in bone marrow associated with clinical response of CD19 CAR T-cell therapy Shao, Lipei Iyer, Avinash Zhao, Yingdong Somerville, Rob Panch, Sandhya Pelayo, Alejandra Stroncek, David F. Jin, Ping Sci Rep Article CD19 CAR T-cell immunotherapy is a breakthrough treatment for B cell malignancies, but relapse and lack of response remain a challenge. The bone marrow microenvironment is a key factor in therapy resistance, however, little research has been reported concerning the relationship between transcriptomic profile of bone marrow prior to lymphodepleting preconditioning and clinical response following CD19 CAR T-cell therapy. Here, we applied comprehensive bioinformatic methods (PCA, GO, GSEA, GSVA, PAM-tools) to identify clinical CD19 CAR T-cell remission-related genomic signatures. In patients achieving a complete response (CR) transcriptomic profiles of bone marrow prior to lymphodepletion showed genes mainly involved in T cell activation. The bone marrow of CR patients also showed a higher activity in early T cell function, chemokine, and interleukin signaling pathways. However, non-responding patients showed higher activity in cell cycle checkpoint pathways. In addition, a 14-gene signature was identified as a remission-marker. Our study indicated the indexes of the bone marrow microenvironment have a close relationship with clinical remission. Enhancing T cell activation pathways (chemokine, interleukin, etc.) in the bone marrow before CAR T-cell infusion may create a pro-inflammatory environment which improves the efficacy of CAR T-cell therapy. Nature Publishing Group UK 2022-02-18 /pmc/articles/PMC8857276/ /pubmed/35181722 http://dx.doi.org/10.1038/s41598-022-06830-3 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2022 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Shao, Lipei Iyer, Avinash Zhao, Yingdong Somerville, Rob Panch, Sandhya Pelayo, Alejandra Stroncek, David F. Jin, Ping Identification of genomic signatures in bone marrow associated with clinical response of CD19 CAR T-cell therapy |
title | Identification of genomic signatures in bone marrow associated with clinical response of CD19 CAR T-cell therapy |
title_full | Identification of genomic signatures in bone marrow associated with clinical response of CD19 CAR T-cell therapy |
title_fullStr | Identification of genomic signatures in bone marrow associated with clinical response of CD19 CAR T-cell therapy |
title_full_unstemmed | Identification of genomic signatures in bone marrow associated with clinical response of CD19 CAR T-cell therapy |
title_short | Identification of genomic signatures in bone marrow associated with clinical response of CD19 CAR T-cell therapy |
title_sort | identification of genomic signatures in bone marrow associated with clinical response of cd19 car t-cell therapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8857276/ https://www.ncbi.nlm.nih.gov/pubmed/35181722 http://dx.doi.org/10.1038/s41598-022-06830-3 |
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