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Polygenic Risk Scores Associated with Tumor Immune Infiltration in Common Cancers
SIMPLE SUMMARY: Polygenic risk scores (PRSs) have been used to predict the risk of developing cancer. However, whether PRSs are associated with immune infiltration in solid tumors remains unclear. We constructed PRSs for common cancers of the breast, colorectum, lung, ovary, pancreas, and prostate u...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9688863/ https://www.ncbi.nlm.nih.gov/pubmed/36428664 http://dx.doi.org/10.3390/cancers14225571 |
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author | Choi, Jungyoon Kim, Jung Sun Sung, Hwa Jung Chen, Yu-Wei Chen, Zhishan Wen, Wanqing Shu, Xiao-ou Guo, Xingyi |
author_facet | Choi, Jungyoon Kim, Jung Sun Sung, Hwa Jung Chen, Yu-Wei Chen, Zhishan Wen, Wanqing Shu, Xiao-ou Guo, Xingyi |
author_sort | Choi, Jungyoon |
collection | PubMed |
description | SIMPLE SUMMARY: Polygenic risk scores (PRSs) have been used to predict the risk of developing cancer. However, whether PRSs are associated with immune infiltration in solid tumors remains unclear. We constructed PRSs for common cancers of the breast, colorectum, lung, ovary, pancreas, and prostate using risk variants identified in previous genome-wide association studies, and comprehensively evaluated their associations with 139 immune traits previously estimated from The Cancer Genome Atlas. We identified 31 significant associations between PRSs and immune traits at a nominal (p < 0.05) level of significance. In the analyses stratified by stage for breast cancer, colorectal cancer, lung adenocarcinoma, and lung squamous cell carcinoma, we identified 65 significant associations, including 56 associations that were undetected by the overall analysis. Our findings provide novel insights into the role of genetic susceptibility in the immune responses underlying cancer development, prognosis, and the potential role of an early diagnostic or therapeutic targeting strategy. ABSTRACT: It is largely unknown whether genetic susceptibility contributes to tumor immune infiltration in common cancers. We systematically investigated the association between polygenic risk scores (PRSs) and tumor immune infiltration in common cancers. First, we constructed a PRS for common cancers using the risk variants identified in previous genome-wide association studies. Then, we analyzed 139 immune traits predicted by previous studies by examining gene expression data in tumor tissues from The Cancer Genome Atlas (TCGA). We applied regression analyses to evaluate the associations between PRS and immune traits for each cancer overall and stratified by stage, including 2160 pathologically confirmed cases of breast, colorectal, lung, ovarian, pancreatic, and prostate cancers in the White population. At a nominal (p < 0.05) significance level, we identified 31 significant associations between PRS and immune traits. In the analyses stratified by stage for breast, colorectal, lung adenocarcinoma, and lung squamous cell carcinoma, we identified 65 significant associations, including 56 associations that were undetected by the overall analysis. This study provides evidence for genetic risk factors affecting immune infiltration and provides novel insights into the role of genetic susceptibility in immune responses, underlying cancer development, prognosis, and the potential role of an early diagnostic or therapeutic targeting strategy. |
format | Online Article Text |
id | pubmed-9688863 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96888632022-11-25 Polygenic Risk Scores Associated with Tumor Immune Infiltration in Common Cancers Choi, Jungyoon Kim, Jung Sun Sung, Hwa Jung Chen, Yu-Wei Chen, Zhishan Wen, Wanqing Shu, Xiao-ou Guo, Xingyi Cancers (Basel) Article SIMPLE SUMMARY: Polygenic risk scores (PRSs) have been used to predict the risk of developing cancer. However, whether PRSs are associated with immune infiltration in solid tumors remains unclear. We constructed PRSs for common cancers of the breast, colorectum, lung, ovary, pancreas, and prostate using risk variants identified in previous genome-wide association studies, and comprehensively evaluated their associations with 139 immune traits previously estimated from The Cancer Genome Atlas. We identified 31 significant associations between PRSs and immune traits at a nominal (p < 0.05) level of significance. In the analyses stratified by stage for breast cancer, colorectal cancer, lung adenocarcinoma, and lung squamous cell carcinoma, we identified 65 significant associations, including 56 associations that were undetected by the overall analysis. Our findings provide novel insights into the role of genetic susceptibility in the immune responses underlying cancer development, prognosis, and the potential role of an early diagnostic or therapeutic targeting strategy. ABSTRACT: It is largely unknown whether genetic susceptibility contributes to tumor immune infiltration in common cancers. We systematically investigated the association between polygenic risk scores (PRSs) and tumor immune infiltration in common cancers. First, we constructed a PRS for common cancers using the risk variants identified in previous genome-wide association studies. Then, we analyzed 139 immune traits predicted by previous studies by examining gene expression data in tumor tissues from The Cancer Genome Atlas (TCGA). We applied regression analyses to evaluate the associations between PRS and immune traits for each cancer overall and stratified by stage, including 2160 pathologically confirmed cases of breast, colorectal, lung, ovarian, pancreatic, and prostate cancers in the White population. At a nominal (p < 0.05) significance level, we identified 31 significant associations between PRS and immune traits. In the analyses stratified by stage for breast, colorectal, lung adenocarcinoma, and lung squamous cell carcinoma, we identified 65 significant associations, including 56 associations that were undetected by the overall analysis. This study provides evidence for genetic risk factors affecting immune infiltration and provides novel insights into the role of genetic susceptibility in immune responses, underlying cancer development, prognosis, and the potential role of an early diagnostic or therapeutic targeting strategy. MDPI 2022-11-14 /pmc/articles/PMC9688863/ /pubmed/36428664 http://dx.doi.org/10.3390/cancers14225571 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Choi, Jungyoon Kim, Jung Sun Sung, Hwa Jung Chen, Yu-Wei Chen, Zhishan Wen, Wanqing Shu, Xiao-ou Guo, Xingyi Polygenic Risk Scores Associated with Tumor Immune Infiltration in Common Cancers |
title | Polygenic Risk Scores Associated with Tumor Immune Infiltration in Common Cancers |
title_full | Polygenic Risk Scores Associated with Tumor Immune Infiltration in Common Cancers |
title_fullStr | Polygenic Risk Scores Associated with Tumor Immune Infiltration in Common Cancers |
title_full_unstemmed | Polygenic Risk Scores Associated with Tumor Immune Infiltration in Common Cancers |
title_short | Polygenic Risk Scores Associated with Tumor Immune Infiltration in Common Cancers |
title_sort | polygenic risk scores associated with tumor immune infiltration in common cancers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9688863/ https://www.ncbi.nlm.nih.gov/pubmed/36428664 http://dx.doi.org/10.3390/cancers14225571 |
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