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Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies
Epigenome-wide association studies, which searches for blood-based DNA methylation signatures associated with environmental exposures and/or disease susceptibilities, is a promising approach to a better understanding of the molecular aetiology of common diseases. To carry out large-scale epigenome-w...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677974/ https://www.ncbi.nlm.nih.gov/pubmed/29263827 http://dx.doi.org/10.1038/s41525-017-0016-5 |
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author | Hachiya, Tsuyoshi Furukawa, Ryohei Shiwa, Yuh Ohmomo, Hideki Ono, Kanako Katsuoka, Fumiki Nagasaki, Masao Yasuda, Jun Fuse, Nobuo Kinoshita, Kengo Yamamoto, Masayuki Tanno, Kozo Satoh, Mamoru Endo, Ryujin Sasaki, Makoto Sakata, Kiyomi Kobayashi, Seiichiro Ogasawara, Kuniaki Hitomi, Jiro Sobue, Kenji Shimizu, Atsushi |
author_facet | Hachiya, Tsuyoshi Furukawa, Ryohei Shiwa, Yuh Ohmomo, Hideki Ono, Kanako Katsuoka, Fumiki Nagasaki, Masao Yasuda, Jun Fuse, Nobuo Kinoshita, Kengo Yamamoto, Masayuki Tanno, Kozo Satoh, Mamoru Endo, Ryujin Sasaki, Makoto Sakata, Kiyomi Kobayashi, Seiichiro Ogasawara, Kuniaki Hitomi, Jiro Sobue, Kenji Shimizu, Atsushi |
author_sort | Hachiya, Tsuyoshi |
collection | PubMed |
description | Epigenome-wide association studies, which searches for blood-based DNA methylation signatures associated with environmental exposures and/or disease susceptibilities, is a promising approach to a better understanding of the molecular aetiology of common diseases. To carry out large-scale epigenome-wide association studies while avoiding false negative detection, an efficient strategy to determine target CpG sites for microarray-based or sequencing-based DNA methylation profiling is essentially needed. Here, we propose and validate a hypothesis that a strategy focusing on CpG sites with high DNA methylation level variability may attain an improved efficacy. Through whole-genome bisulfite sequencing of purified blood cells collected from > 100 apparently healthy subjects, we identified ~2.0 million inter-individually variable CpG sites as potential targets. The efficacy of our strategy was estimated to be 3.7-fold higher than that of the most frequently used strategy. Our catalogue of inter-individually variable CpG sites will accelerate the discovery of clinically relevant DNA methylation biomarkers in future epigenome-wide association studies. |
format | Online Article Text |
id | pubmed-5677974 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56779742017-12-20 Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies Hachiya, Tsuyoshi Furukawa, Ryohei Shiwa, Yuh Ohmomo, Hideki Ono, Kanako Katsuoka, Fumiki Nagasaki, Masao Yasuda, Jun Fuse, Nobuo Kinoshita, Kengo Yamamoto, Masayuki Tanno, Kozo Satoh, Mamoru Endo, Ryujin Sasaki, Makoto Sakata, Kiyomi Kobayashi, Seiichiro Ogasawara, Kuniaki Hitomi, Jiro Sobue, Kenji Shimizu, Atsushi NPJ Genom Med Article Epigenome-wide association studies, which searches for blood-based DNA methylation signatures associated with environmental exposures and/or disease susceptibilities, is a promising approach to a better understanding of the molecular aetiology of common diseases. To carry out large-scale epigenome-wide association studies while avoiding false negative detection, an efficient strategy to determine target CpG sites for microarray-based or sequencing-based DNA methylation profiling is essentially needed. Here, we propose and validate a hypothesis that a strategy focusing on CpG sites with high DNA methylation level variability may attain an improved efficacy. Through whole-genome bisulfite sequencing of purified blood cells collected from > 100 apparently healthy subjects, we identified ~2.0 million inter-individually variable CpG sites as potential targets. The efficacy of our strategy was estimated to be 3.7-fold higher than that of the most frequently used strategy. Our catalogue of inter-individually variable CpG sites will accelerate the discovery of clinically relevant DNA methylation biomarkers in future epigenome-wide association studies. Nature Publishing Group UK 2017-04-13 /pmc/articles/PMC5677974/ /pubmed/29263827 http://dx.doi.org/10.1038/s41525-017-0016-5 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Hachiya, Tsuyoshi Furukawa, Ryohei Shiwa, Yuh Ohmomo, Hideki Ono, Kanako Katsuoka, Fumiki Nagasaki, Masao Yasuda, Jun Fuse, Nobuo Kinoshita, Kengo Yamamoto, Masayuki Tanno, Kozo Satoh, Mamoru Endo, Ryujin Sasaki, Makoto Sakata, Kiyomi Kobayashi, Seiichiro Ogasawara, Kuniaki Hitomi, Jiro Sobue, Kenji Shimizu, Atsushi Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies |
title | Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies |
title_full | Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies |
title_fullStr | Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies |
title_full_unstemmed | Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies |
title_short | Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies |
title_sort | genome-wide identification of inter-individually variable dna methylation sites improves the efficacy of epigenetic association studies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677974/ https://www.ncbi.nlm.nih.gov/pubmed/29263827 http://dx.doi.org/10.1038/s41525-017-0016-5 |
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