Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
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
_version_ 1783277346522923008
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
work_keys_str_mv AT hachiyatsuyoshi genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT furukawaryohei genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT shiwayuh genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT ohmomohideki genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT onokanako genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT katsuokafumiki genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT nagasakimasao genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT yasudajun genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT fusenobuo genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT kinoshitakengo genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT yamamotomasayuki genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT tannokozo genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT satohmamoru genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT endoryujin genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT sasakimakoto genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT sakatakiyomi genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT kobayashiseiichiro genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT ogasawarakuniaki genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT hitomijiro genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT sobuekenji genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies
AT shimizuatsushi genomewideidentificationofinterindividuallyvariablednamethylationsitesimprovestheefficacyofepigeneticassociationstudies