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Germline genetic polymorphisms influence tumor gene expression and immune cell infiltration
Cancer immunotherapy has emerged as an effective therapy in a variety of cancers. However, a key challenge in the field is that only a subset of patients who receive immunotherapy exhibit durable response. It has been hypothesized that host genetics influences the inherent immune profiles of patient...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6294879/ https://www.ncbi.nlm.nih.gov/pubmed/30463956 http://dx.doi.org/10.1073/pnas.1804506115 |
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author | Lim, Yoong Wearn Chen-Harris, Haiyin Mayba, Oleg Lianoglou, Steve Wuster, Arthur Bhangale, Tushar Khan, Zia Mariathasan, Sanjeev Daemen, Anneleen Reeder, Jens Haverty, Peter M. Forrest, William F. Brauer, Matthew Mellman, Ira Albert, Matthew L. |
author_facet | Lim, Yoong Wearn Chen-Harris, Haiyin Mayba, Oleg Lianoglou, Steve Wuster, Arthur Bhangale, Tushar Khan, Zia Mariathasan, Sanjeev Daemen, Anneleen Reeder, Jens Haverty, Peter M. Forrest, William F. Brauer, Matthew Mellman, Ira Albert, Matthew L. |
author_sort | Lim, Yoong Wearn |
collection | PubMed |
description | Cancer immunotherapy has emerged as an effective therapy in a variety of cancers. However, a key challenge in the field is that only a subset of patients who receive immunotherapy exhibit durable response. It has been hypothesized that host genetics influences the inherent immune profiles of patients and may underlie their differential response to immunotherapy. Herein, we systematically determined the association of common germline genetic variants with gene expression and immune cell infiltration of the tumor. We identified 64,094 expression quantitative trait loci (eQTLs) that associated with 18,210 genes (eGenes) across 24 human cancers. Overall, eGenes were enriched for their being involved in immune processes, suggesting that expression of immune genes can be shaped by hereditary genetic variants. We identified the endoplasmic reticulum aminopeptidase 2 (ERAP2) gene as a pan-cancer type eGene whose expression levels stratified overall survival in a subset of patients with bladder cancer receiving anti–PD-L1 (atezolizumab) therapy. Finally, we identified 103 gene signature QTLs (gsQTLs) that were associated with predicted immune cell abundance within the tumor microenvironment. Our findings highlight the impact of germline SNPs on cancer-immune phenotypes and response to therapy; and these analyses provide a resource for integration of germline genetics as a component of personalized cancer immunotherapy. |
format | Online Article Text |
id | pubmed-6294879 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-62948792018-12-21 Germline genetic polymorphisms influence tumor gene expression and immune cell infiltration Lim, Yoong Wearn Chen-Harris, Haiyin Mayba, Oleg Lianoglou, Steve Wuster, Arthur Bhangale, Tushar Khan, Zia Mariathasan, Sanjeev Daemen, Anneleen Reeder, Jens Haverty, Peter M. Forrest, William F. Brauer, Matthew Mellman, Ira Albert, Matthew L. Proc Natl Acad Sci U S A PNAS Plus Cancer immunotherapy has emerged as an effective therapy in a variety of cancers. However, a key challenge in the field is that only a subset of patients who receive immunotherapy exhibit durable response. It has been hypothesized that host genetics influences the inherent immune profiles of patients and may underlie their differential response to immunotherapy. Herein, we systematically determined the association of common germline genetic variants with gene expression and immune cell infiltration of the tumor. We identified 64,094 expression quantitative trait loci (eQTLs) that associated with 18,210 genes (eGenes) across 24 human cancers. Overall, eGenes were enriched for their being involved in immune processes, suggesting that expression of immune genes can be shaped by hereditary genetic variants. We identified the endoplasmic reticulum aminopeptidase 2 (ERAP2) gene as a pan-cancer type eGene whose expression levels stratified overall survival in a subset of patients with bladder cancer receiving anti–PD-L1 (atezolizumab) therapy. Finally, we identified 103 gene signature QTLs (gsQTLs) that were associated with predicted immune cell abundance within the tumor microenvironment. Our findings highlight the impact of germline SNPs on cancer-immune phenotypes and response to therapy; and these analyses provide a resource for integration of germline genetics as a component of personalized cancer immunotherapy. National Academy of Sciences 2018-12-11 2018-11-21 /pmc/articles/PMC6294879/ /pubmed/30463956 http://dx.doi.org/10.1073/pnas.1804506115 Text en Copyright © 2018 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/ This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | PNAS Plus Lim, Yoong Wearn Chen-Harris, Haiyin Mayba, Oleg Lianoglou, Steve Wuster, Arthur Bhangale, Tushar Khan, Zia Mariathasan, Sanjeev Daemen, Anneleen Reeder, Jens Haverty, Peter M. Forrest, William F. Brauer, Matthew Mellman, Ira Albert, Matthew L. Germline genetic polymorphisms influence tumor gene expression and immune cell infiltration |
title | Germline genetic polymorphisms influence tumor gene expression and immune cell infiltration |
title_full | Germline genetic polymorphisms influence tumor gene expression and immune cell infiltration |
title_fullStr | Germline genetic polymorphisms influence tumor gene expression and immune cell infiltration |
title_full_unstemmed | Germline genetic polymorphisms influence tumor gene expression and immune cell infiltration |
title_short | Germline genetic polymorphisms influence tumor gene expression and immune cell infiltration |
title_sort | germline genetic polymorphisms influence tumor gene expression and immune cell infiltration |
topic | PNAS Plus |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6294879/ https://www.ncbi.nlm.nih.gov/pubmed/30463956 http://dx.doi.org/10.1073/pnas.1804506115 |
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