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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2018
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.
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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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