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Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response
With the continued promise of immunotherapy for treating cancer, understanding how host genetics contributes to the tumor immune microenvironment (TIME) is essential to tailoring cancer screening and treatment strategies. Here, we study 1084 eQTLs affecting the TIME found through analysis of The Can...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10182072/ https://www.ncbi.nlm.nih.gov/pubmed/37173324 http://dx.doi.org/10.1038/s41467-023-38271-5 |
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author | Pagadala, Meghana Sears, Timothy J. Wu, Victoria H. Pérez-Guijarro, Eva Kim, Hyo Castro, Andrea Talwar, James V. Gonzalez-Colin, Cristian Cao, Steven Schmiedel, Benjamin J. Goudarzi, Shervin Kirani, Divya Au, Jessica Zhang, Tongwu Landi, Teresa Salem, Rany M. Morris, Gerald P. Harismendy, Olivier Patel, Sandip Pravin Alexandrov, Ludmil B. Mesirov, Jill P. Zanetti, Maurizio Day, Chi-Ping Fan, Chun Chieh Thompson, Wesley K. Merlino, Glenn Gutkind, J. Silvio Vijayanand, Pandurangan Carter, Hannah |
author_facet | Pagadala, Meghana Sears, Timothy J. Wu, Victoria H. Pérez-Guijarro, Eva Kim, Hyo Castro, Andrea Talwar, James V. Gonzalez-Colin, Cristian Cao, Steven Schmiedel, Benjamin J. Goudarzi, Shervin Kirani, Divya Au, Jessica Zhang, Tongwu Landi, Teresa Salem, Rany M. Morris, Gerald P. Harismendy, Olivier Patel, Sandip Pravin Alexandrov, Ludmil B. Mesirov, Jill P. Zanetti, Maurizio Day, Chi-Ping Fan, Chun Chieh Thompson, Wesley K. Merlino, Glenn Gutkind, J. Silvio Vijayanand, Pandurangan Carter, Hannah |
author_sort | Pagadala, Meghana |
collection | PubMed |
description | With the continued promise of immunotherapy for treating cancer, understanding how host genetics contributes to the tumor immune microenvironment (TIME) is essential to tailoring cancer screening and treatment strategies. Here, we study 1084 eQTLs affecting the TIME found through analysis of The Cancer Genome Atlas and literature curation. These TIME eQTLs are enriched in areas of active transcription, and associate with gene expression in specific immune cell subsets, such as macrophages and dendritic cells. Polygenic score models built with TIME eQTLs reproducibly stratify cancer risk, survival and immune checkpoint blockade (ICB) response across independent cohorts. To assess whether an eQTL-informed approach could reveal potential cancer immunotherapy targets, we inhibit CTSS, a gene implicated by cancer risk and ICB response-associated polygenic models; CTSS inhibition results in slowed tumor growth and extended survival in vivo. These results validate the potential of integrating germline variation and TIME characteristics for uncovering potential targets for immunotherapy. |
format | Online Article Text |
id | pubmed-10182072 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-101820722023-05-14 Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response Pagadala, Meghana Sears, Timothy J. Wu, Victoria H. Pérez-Guijarro, Eva Kim, Hyo Castro, Andrea Talwar, James V. Gonzalez-Colin, Cristian Cao, Steven Schmiedel, Benjamin J. Goudarzi, Shervin Kirani, Divya Au, Jessica Zhang, Tongwu Landi, Teresa Salem, Rany M. Morris, Gerald P. Harismendy, Olivier Patel, Sandip Pravin Alexandrov, Ludmil B. Mesirov, Jill P. Zanetti, Maurizio Day, Chi-Ping Fan, Chun Chieh Thompson, Wesley K. Merlino, Glenn Gutkind, J. Silvio Vijayanand, Pandurangan Carter, Hannah Nat Commun Article With the continued promise of immunotherapy for treating cancer, understanding how host genetics contributes to the tumor immune microenvironment (TIME) is essential to tailoring cancer screening and treatment strategies. Here, we study 1084 eQTLs affecting the TIME found through analysis of The Cancer Genome Atlas and literature curation. These TIME eQTLs are enriched in areas of active transcription, and associate with gene expression in specific immune cell subsets, such as macrophages and dendritic cells. Polygenic score models built with TIME eQTLs reproducibly stratify cancer risk, survival and immune checkpoint blockade (ICB) response across independent cohorts. To assess whether an eQTL-informed approach could reveal potential cancer immunotherapy targets, we inhibit CTSS, a gene implicated by cancer risk and ICB response-associated polygenic models; CTSS inhibition results in slowed tumor growth and extended survival in vivo. These results validate the potential of integrating germline variation and TIME characteristics for uncovering potential targets for immunotherapy. Nature Publishing Group UK 2023-05-12 /pmc/articles/PMC10182072/ /pubmed/37173324 http://dx.doi.org/10.1038/s41467-023-38271-5 Text en © The Author(s) 2023 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Pagadala, Meghana Sears, Timothy J. Wu, Victoria H. Pérez-Guijarro, Eva Kim, Hyo Castro, Andrea Talwar, James V. Gonzalez-Colin, Cristian Cao, Steven Schmiedel, Benjamin J. Goudarzi, Shervin Kirani, Divya Au, Jessica Zhang, Tongwu Landi, Teresa Salem, Rany M. Morris, Gerald P. Harismendy, Olivier Patel, Sandip Pravin Alexandrov, Ludmil B. Mesirov, Jill P. Zanetti, Maurizio Day, Chi-Ping Fan, Chun Chieh Thompson, Wesley K. Merlino, Glenn Gutkind, J. Silvio Vijayanand, Pandurangan Carter, Hannah Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response |
title | Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response |
title_full | Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response |
title_fullStr | Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response |
title_full_unstemmed | Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response |
title_short | Germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response |
title_sort | germline modifiers of the tumor immune microenvironment implicate drivers of cancer risk and immunotherapy response |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10182072/ https://www.ncbi.nlm.nih.gov/pubmed/37173324 http://dx.doi.org/10.1038/s41467-023-38271-5 |
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