Germline Features Associated with Immune Infiltration in Solid Tumors

Summary: The immune composition of the tumor microenvironment influences response and resistance to immunotherapies. While numerous studies have identified somatic correlates of immune infiltration, germline features that associate with immune infiltrates in cancers remain incompletely characterized...

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Main Authors: Sahar Shahamatdar, Meng Xiao He, Matthew A. Reyna, Alexander Gusev, Saud H. AlDubayan, Eliezer M. Van Allen, Sohini Ramachandran
Format: Article
Language:English
Published: Elsevier 2020-03-01
Series:Cell Reports
Online Access:http://www.sciencedirect.com/science/article/pii/S221112472030200X
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spelling doaj-e294ff90c4114b3a8bd5fbc1fced39bb2020-11-25T02:17:12ZengElsevierCell Reports2211-12472020-03-0130929002908.e4Germline Features Associated with Immune Infiltration in Solid TumorsSahar Shahamatdar0Meng Xiao He1Matthew A. Reyna2Alexander Gusev3Saud H. AlDubayan4Eliezer M. Van Allen5Sohini Ramachandran6Center for Computational Molecular Biology, Brown University, Providence, RI 02912, USA; Department of Ecology and Evolutionary Biology, Brown University, Providence, RI 02912, USADepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Harvard Graduate Program in Biophysics, Boston, MA 02115, USADepartment of Biomedical Informatics, Emory University, Atlanta, GA 30322, USA; Department of Computer Science, Princeton University, Princeton, NJ 08544, USADepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Division of Genetics, Brigham and Women’s Hospital, Boston, MA 02115, USADepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Division of Genetics, Brigham and Women’s Hospital, Boston, MA 02115, USADepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA; Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA; Corresponding authorCenter for Computational Molecular Biology, Brown University, Providence, RI 02912, USA; Department of Ecology and Evolutionary Biology, Brown University, Providence, RI 02912, USA; Corresponding authorSummary: The immune composition of the tumor microenvironment influences response and resistance to immunotherapies. While numerous studies have identified somatic correlates of immune infiltration, germline features that associate with immune infiltrates in cancers remain incompletely characterized. We analyze seven million autosomal germline variants in the TCGA cohort and test for association with established immune-related phenotypes that describe the tumor immune microenvironment. We identify one SNP associated with the amount of infiltrating follicular helper T cells; 23 candidate genes, some of which are involved in cytokine-mediated signaling and others containing cancer-risk SNPs; and networks with genes that are part of the DNA repair and transcription elongation pathways. In addition, we find a positive association between polygenic risk for rheumatoid arthritis and amount of infiltrating CD8+ T cells. Overall, we identify multiple germline genetic features associated with tumor-immune phenotypes and develop a framework for probing inherited features that contribute to differences in immune infiltration. : The role of inherited variants in influencing the immune composition of the tumor microenvironment is not fully characterized. Shahamatdar et al. identify germline variants, genes, and pathways associated with immune infiltration phenotypes in cancer, which may offer insights into determinants of response to immunotherapy. Keywords: somatic, germline, immune, SNPs, gwas, cancer, immunotherapyhttp://www.sciencedirect.com/science/article/pii/S221112472030200X
collection DOAJ
language English
format Article
sources DOAJ
author Sahar Shahamatdar
Meng Xiao He
Matthew A. Reyna
Alexander Gusev
Saud H. AlDubayan
Eliezer M. Van Allen
Sohini Ramachandran
spellingShingle Sahar Shahamatdar
Meng Xiao He
Matthew A. Reyna
Alexander Gusev
Saud H. AlDubayan
Eliezer M. Van Allen
Sohini Ramachandran
Germline Features Associated with Immune Infiltration in Solid Tumors
Cell Reports
author_facet Sahar Shahamatdar
Meng Xiao He
Matthew A. Reyna
Alexander Gusev
Saud H. AlDubayan
Eliezer M. Van Allen
Sohini Ramachandran
author_sort Sahar Shahamatdar
title Germline Features Associated with Immune Infiltration in Solid Tumors
title_short Germline Features Associated with Immune Infiltration in Solid Tumors
title_full Germline Features Associated with Immune Infiltration in Solid Tumors
title_fullStr Germline Features Associated with Immune Infiltration in Solid Tumors
title_full_unstemmed Germline Features Associated with Immune Infiltration in Solid Tumors
title_sort germline features associated with immune infiltration in solid tumors
publisher Elsevier
series Cell Reports
issn 2211-1247
publishDate 2020-03-01
description Summary: The immune composition of the tumor microenvironment influences response and resistance to immunotherapies. While numerous studies have identified somatic correlates of immune infiltration, germline features that associate with immune infiltrates in cancers remain incompletely characterized. We analyze seven million autosomal germline variants in the TCGA cohort and test for association with established immune-related phenotypes that describe the tumor immune microenvironment. We identify one SNP associated with the amount of infiltrating follicular helper T cells; 23 candidate genes, some of which are involved in cytokine-mediated signaling and others containing cancer-risk SNPs; and networks with genes that are part of the DNA repair and transcription elongation pathways. In addition, we find a positive association between polygenic risk for rheumatoid arthritis and amount of infiltrating CD8+ T cells. Overall, we identify multiple germline genetic features associated with tumor-immune phenotypes and develop a framework for probing inherited features that contribute to differences in immune infiltration. : The role of inherited variants in influencing the immune composition of the tumor microenvironment is not fully characterized. Shahamatdar et al. identify germline variants, genes, and pathways associated with immune infiltration phenotypes in cancer, which may offer insights into determinants of response to immunotherapy. Keywords: somatic, germline, immune, SNPs, gwas, cancer, immunotherapy
url http://www.sciencedirect.com/science/article/pii/S221112472030200X
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