Genome-wide identification of inter-individually variable DNA methylation sites improves the efficacy of epigenetic association studies

被引:45
作者
Hachiya, Tsuyoshi [1 ,2 ]
Furukawa, Ryohei [1 ]
Shiwa, Yuh [1 ,2 ]
Ohmomo, Hideki [1 ]
Ono, Kanako [1 ]
Katsuoka, Fumiki [3 ]
Nagasaki, Masao [3 ]
Yasuda, Jun [3 ]
Fuse, Nobuo [3 ]
Kinoshita, Kengo [3 ,4 ]
Yamamoto, Masayuki [3 ,5 ]
Tanno, Kozo [6 ,7 ]
Satoh, Mamoru [1 ,2 ,8 ,9 ]
Endo, Ryujin [8 ,10 ,11 ]
Sasaki, Makoto [12 ,13 ]
Sakata, Kiyomi [6 ,7 ]
Kobayashi, Seiichiro [12 ]
Ogasawara, Kuniaki [12 ,14 ]
Hitomi, Jiro [12 ,15 ]
Sobue, Kenji [12 ]
Shimizu, Atsushi [1 ]
机构
[1] Iwate Med Univ, Disaster Reconstruct Ctr, Iwate Tohoku Med Megabank Org, Div Biomed Informat Anal, 2-1-1 Nishitokuta, Yahaba, Iwate 0283694, Japan
[2] Iwate Med Univ, Disaster Reconstruct Ctr, Iwate Tohoku Med Megabank Org, Div Biobank & Data Management, 2-1-1 Nishitokuta, Yahaba, Iwate 0283694, Japan
[3] Tohoku Univ, Tohoku Med Megabank Org, Dept Integrat Gen, Aoba Ku, 2-1 Seiryo, Sendai, Miyagi 9808573, Japan
[4] Tohoku Univ, Grad Sch Informat Sci, Aoba Ku, 6-3-09 Aramaki Aza Aoba, Sendai, Miyagi 9808597, Japan
[5] Tohoku Univ, Grad Sch Med, Dept Med Biochem, Aoba Ku, 2-1 Seiryo, Sendai, Miyagi 9808575, Japan
[6] Iwate Med Univ, Disaster Reconstruct Ctr, Iwate Tohoku Med Megabank Org, Div Clin Res & Epidemiol, 2-1-1 Nishitokuta, Yahaba, Iwate 0283694, Japan
[7] Iwate Med Univ, Sch Med, Dept Hyg & Prevent Med, 19-1 Uchimaru, Morioka, Iwate 0208505, Japan
[8] Iwate Med Univ, Disaster Reconstruct Ctr, Iwate Tohoku Med Megabank Org, Div Community Med Supports & Hlth Record Informat, 2-1-1 Nishitokuta, Yahaba, Iwate 0283694, Japan
[9] Iwate Med Univ, Inst Biomed Sci, Div Biomed Informat Anal, 2-1-1 Nishitokuta, Yahaba, Iwate 0283694, Japan
[10] Iwate Med Univ, Disaster Reconstruct Ctr, Iwate Tohoku Med Megabank Org, Div Publ Relat & Planning, 2-1-1 Nishitokuta, Yahaba, Iwate 0283694, Japan
[11] Iwate Med Univ, Sch Med, Dept Internal Med, 19-1 Uchimaru, Morioka, Iwate 0208505, Japan
[12] Iwate Med Univ, Disaster Reconstruct Ctr, Iwate Tohoku Med Megabank Org, 2-1-1 Nishitokuta, Yahaba, Iwate 0283694, Japan
[13] Iwate Med Univ, Inst Biomed Sci, Div Ultrahigh Field MRI, 2-1-1 Nishitokuta, Yahaba, Iwate 0283694, Japan
[14] Iwate Med Univ, Sch Med, Dept Neurosurg, 19-1 Uchimaru, Morioka, Iwate 0208505, Japan
[15] Iwate Med Univ, Sch Med, Dept Anat, 2-1-1 Nishitokuta, Yahaba, Iwate 0283694, Japan
关键词
BODY-MASS INDEX; EPIGENOME-WIDE; CIGARETTE-SMOKING; CELL IDENTITY; BLOOD; METHYLOME; REVEALS; LOCI; RECOMMENDATIONS; PLURIPOTENT;
D O I
10.1038/s41525-017-0016-5
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
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 similar to 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.
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页数:14
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