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Multi-omics analysis reveals neoantigen-independent immune cell infiltration in copy-number driven cancers
To realize the full potential of immunotherapy, it is critical to understand the drivers of tumor infiltration by immune cells. Previous studies have linked immune infiltration with tumor neoantigen levels, but the broad applicability of this concept remains unknown. Here, we find that while this ob...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5882811/ https://www.ncbi.nlm.nih.gov/pubmed/29615613 http://dx.doi.org/10.1038/s41467-018-03730-x |
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author | McGrail, Daniel J. Federico, Lorenzo Li, Yongsheng Dai, Hui Lu, Yiling Mills, Gordon B. Yi, Song Lin, Shiaw-Yih Sahni, Nidhi |
author_facet | McGrail, Daniel J. Federico, Lorenzo Li, Yongsheng Dai, Hui Lu, Yiling Mills, Gordon B. Yi, Song Lin, Shiaw-Yih Sahni, Nidhi |
author_sort | McGrail, Daniel J. |
collection | PubMed |
description | To realize the full potential of immunotherapy, it is critical to understand the drivers of tumor infiltration by immune cells. Previous studies have linked immune infiltration with tumor neoantigen levels, but the broad applicability of this concept remains unknown. Here, we find that while this observation is true across cancers characterized by recurrent mutations, it does not hold for cancers driven by recurrent copy number alterations, such as breast and pancreatic tumors. To understand immune invasion in these cancers, we developed an integrative multi-omics framework, identifying the DNA damage response protein ATM as a driver of cytokine production leading to increased immune infiltration. This prediction was validated in numerous orthogonal datasets, as well as experimentally in vitro and in vivo by cytokine release and immune cell migration. These findings demonstrate diverse drivers of immune cell infiltration across cancer lineages and may facilitate the clinical adaption of immunotherapies across diverse malignancies. |
format | Online Article Text |
id | pubmed-5882811 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-58828112018-04-06 Multi-omics analysis reveals neoantigen-independent immune cell infiltration in copy-number driven cancers McGrail, Daniel J. Federico, Lorenzo Li, Yongsheng Dai, Hui Lu, Yiling Mills, Gordon B. Yi, Song Lin, Shiaw-Yih Sahni, Nidhi Nat Commun Article To realize the full potential of immunotherapy, it is critical to understand the drivers of tumor infiltration by immune cells. Previous studies have linked immune infiltration with tumor neoantigen levels, but the broad applicability of this concept remains unknown. Here, we find that while this observation is true across cancers characterized by recurrent mutations, it does not hold for cancers driven by recurrent copy number alterations, such as breast and pancreatic tumors. To understand immune invasion in these cancers, we developed an integrative multi-omics framework, identifying the DNA damage response protein ATM as a driver of cytokine production leading to increased immune infiltration. This prediction was validated in numerous orthogonal datasets, as well as experimentally in vitro and in vivo by cytokine release and immune cell migration. These findings demonstrate diverse drivers of immune cell infiltration across cancer lineages and may facilitate the clinical adaption of immunotherapies across diverse malignancies. Nature Publishing Group UK 2018-04-03 /pmc/articles/PMC5882811/ /pubmed/29615613 http://dx.doi.org/10.1038/s41467-018-03730-x Text en © The Author(s) 2018 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/. |
spellingShingle | Article McGrail, Daniel J. Federico, Lorenzo Li, Yongsheng Dai, Hui Lu, Yiling Mills, Gordon B. Yi, Song Lin, Shiaw-Yih Sahni, Nidhi Multi-omics analysis reveals neoantigen-independent immune cell infiltration in copy-number driven cancers |
title | Multi-omics analysis reveals neoantigen-independent immune cell infiltration in copy-number driven cancers |
title_full | Multi-omics analysis reveals neoantigen-independent immune cell infiltration in copy-number driven cancers |
title_fullStr | Multi-omics analysis reveals neoantigen-independent immune cell infiltration in copy-number driven cancers |
title_full_unstemmed | Multi-omics analysis reveals neoantigen-independent immune cell infiltration in copy-number driven cancers |
title_short | Multi-omics analysis reveals neoantigen-independent immune cell infiltration in copy-number driven cancers |
title_sort | multi-omics analysis reveals neoantigen-independent immune cell infiltration in copy-number driven cancers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5882811/ https://www.ncbi.nlm.nih.gov/pubmed/29615613 http://dx.doi.org/10.1038/s41467-018-03730-x |
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