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Genome-wide association analysis reveals regulation of at-risk loci by DNA methylation in prostate cancer
Epigenetic changes are potentially important for the ontogeny and progression of tumors but are not usually studied because of the complexity of analyzing transcript regulation resulting from epigenetic alterations. Prostate cancer (PCa) is characterized by variable clinical manifestations and frequ...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8451484/ https://www.ncbi.nlm.nih.gov/pubmed/33762478 http://dx.doi.org/10.4103/aja.aja_20_21 |
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author | Liu, Qiang Liu, Gang Martin, Darryl T Xing, Yu-Tong Weiss, Robert M Qi, Jun Kang, Jian |
author_facet | Liu, Qiang Liu, Gang Martin, Darryl T Xing, Yu-Tong Weiss, Robert M Qi, Jun Kang, Jian |
author_sort | Liu, Qiang |
collection | PubMed |
description | Epigenetic changes are potentially important for the ontogeny and progression of tumors but are not usually studied because of the complexity of analyzing transcript regulation resulting from epigenetic alterations. Prostate cancer (PCa) is characterized by variable clinical manifestations and frequently unpredictable outcomes. We performed an expression quantitative trait loci (eQTL) analysis to identify the genomic regions that regulate gene expression in PCa and identified a relationship between DNA methylation and clinical information. Using multi-level information published in The Cancer Genome Atlas, we performed eQTL-based analyses on DNA methylation and gene expression. To better interpret these data, we correlated loci and clinical indexes to identify the important loci for both PCa development and progression. Our data demonstrated that although only a small proportion of genes are regulated via DNA methylation in PCa, these genes are enriched in important cancer-related groups. In addition, single nucleotide polymorphism analysis identified the locations of CpG sites and genes within at-risk loci, including the 19q13.2–q13.43 and 16q22.2–q23.1 loci. Further, an epigenetic association study of clinical indexes detected risk loci and pyrosequencing for site validation. Although DNA methylation-regulated genes across PCa samples are a small proportion, the associated genes play important roles in PCa carcinogenesis. |
format | Online Article Text |
id | pubmed-8451484 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
spelling | pubmed-84514842021-10-18 Genome-wide association analysis reveals regulation of at-risk loci by DNA methylation in prostate cancer Liu, Qiang Liu, Gang Martin, Darryl T Xing, Yu-Tong Weiss, Robert M Qi, Jun Kang, Jian Asian J Androl Original Article Epigenetic changes are potentially important for the ontogeny and progression of tumors but are not usually studied because of the complexity of analyzing transcript regulation resulting from epigenetic alterations. Prostate cancer (PCa) is characterized by variable clinical manifestations and frequently unpredictable outcomes. We performed an expression quantitative trait loci (eQTL) analysis to identify the genomic regions that regulate gene expression in PCa and identified a relationship between DNA methylation and clinical information. Using multi-level information published in The Cancer Genome Atlas, we performed eQTL-based analyses on DNA methylation and gene expression. To better interpret these data, we correlated loci and clinical indexes to identify the important loci for both PCa development and progression. Our data demonstrated that although only a small proportion of genes are regulated via DNA methylation in PCa, these genes are enriched in important cancer-related groups. In addition, single nucleotide polymorphism analysis identified the locations of CpG sites and genes within at-risk loci, including the 19q13.2–q13.43 and 16q22.2–q23.1 loci. Further, an epigenetic association study of clinical indexes detected risk loci and pyrosequencing for site validation. Although DNA methylation-regulated genes across PCa samples are a small proportion, the associated genes play important roles in PCa carcinogenesis. Wolters Kluwer - Medknow 2021-03-23 /pmc/articles/PMC8451484/ /pubmed/33762478 http://dx.doi.org/10.4103/aja.aja_20_21 Text en Copyright: ©The Author(s)(2021) https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Liu, Qiang Liu, Gang Martin, Darryl T Xing, Yu-Tong Weiss, Robert M Qi, Jun Kang, Jian Genome-wide association analysis reveals regulation of at-risk loci by DNA methylation in prostate cancer |
title | Genome-wide association analysis reveals regulation of at-risk loci by DNA methylation in prostate cancer |
title_full | Genome-wide association analysis reveals regulation of at-risk loci by DNA methylation in prostate cancer |
title_fullStr | Genome-wide association analysis reveals regulation of at-risk loci by DNA methylation in prostate cancer |
title_full_unstemmed | Genome-wide association analysis reveals regulation of at-risk loci by DNA methylation in prostate cancer |
title_short | Genome-wide association analysis reveals regulation of at-risk loci by DNA methylation in prostate cancer |
title_sort | genome-wide association analysis reveals regulation of at-risk loci by dna methylation in prostate cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8451484/ https://www.ncbi.nlm.nih.gov/pubmed/33762478 http://dx.doi.org/10.4103/aja.aja_20_21 |
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