Characterization of functional methylomes by next-generation capture sequencing identifies novel disease-associated variants

被引:70
作者
Allum, Fiona [1 ,2 ,3 ]
Shao, Xiaojian [1 ,2 ,3 ]
Guenard, Frederic [4 ]
Simon, Marie-Michelle [1 ,2 ,3 ]
Busche, Stephan [1 ,2 ,3 ]
Caron, Maxime [1 ,2 ,3 ]
Lambourne, John [1 ,2 ,3 ]
Lessard, Julie [5 ]
Tandre, Karolina [6 ]
Hedman, Asa K. [7 ,8 ]
Kwan, Tony [1 ,2 ,3 ]
Ge, Bing [1 ,2 ,3 ]
Ronnblom, Lars [6 ]
McCarthy, Mark I. [9 ,10 ,11 ]
Deloukas, Panos [12 ,13 ]
Richmond, Todd [14 ]
Burgess, Daniel [14 ]
Spector, Timothy D. [15 ]
Tchernof, Andre [5 ]
Marceau, Simon [5 ]
Lathrop, Mark [1 ,2 ,3 ]
Vohl, Marie-Claude [4 ]
Pastinen, Tomi [1 ,2 ,3 ]
Grundberg, Elin [1 ,2 ,3 ]
机构
[1] McGill Univ, Dept Human Genet, 740 Docteur Penfield Ave, Montreal, PQ H3A 0G1, Canada
[2] McGill Univ, Montreal, PQ H3A 0G1, Canada
[3] Genome Quebec Innovat Ctr, Montreal, PQ H3A 0G1, Canada
[4] Univ Laval, Inst Nutr & Funct Foods INAF, Quebec City, PQ G1V 0A6, Canada
[5] Univ Laval, Quebec Heart & Lung Inst, Quebec City, PQ G1V 4G5, Canada
[6] Uppsala Univ, Dept Med Sci, S-75185 Uppsala, Sweden
[7] Uppsala Univ, Dept Med Sci, Mol Epidemiol, S-75185 Uppsala, Sweden
[8] Uppsala Univ, Sci Life Lab, S-75185 Uppsala, Sweden
[9] Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford OX3 7BN, England
[10] Univ Oxford, Churchill Hosp, Oxford Ctr Diabet Endocrinol & Metab, Oxford OX3 7JU, England
[11] Churchill Hosp, Oxford Natl Inst Hlth Res, Biomed Res Ctr, Oxford OX3 7JU, England
[12] Wellcome Trust Sanger Inst, Cambridge CB10 1SA, England
[13] Queen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, London EC1M 6BQ, England
[14] Roche NimbleGen, Madison, WI 53719 USA
[15] Kings Coll London, Dept Twin Res & Genet Epidemiol, London SE1 7EH, England
基金
英国惠康基金; 瑞典研究理事会;
关键词
EPIGENOME-WIDE ASSOCIATION; VISCERAL ADIPOSE-TISSUE; DNA METHYLATION; BILIOPANCREATIC DIVERSION; METABOLIC COMPLICATIONS; CD36; CHROMATIN; ALIGNMENT; OBESITY;
D O I
10.1038/ncomms8211
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Most genome-wide methylation studies (EWAS) of multifactorial disease traits use targeted arrays or enrichment methodologies preferentially covering CpG-dense regions, to characterize sufficiently large samples. To overcome this limitation, we present here a new customizable, cost-effective approach, methylC-capture sequencing (MCC-Seq), for sequencing functional methylomes, while simultaneously providing genetic variation information. To illustrate MCC-Seq, we use whole-genome bisulfite sequencing on adipose tissue (AT) samples and public databases to design AT-specific panels. We establish its efficiency for high-density interrogation of methylome variability by systematic comparisons with other approaches and demonstrate its applicability by identifying novel methylation variation within enhancers strongly correlated to plasma triglyceride and HDL-cholesterol, including at CD36. Our more comprehensive AT panel assesses tissue methylation and genotypes in parallel at similar to 4 and similar to 3M sites, respectively. Our study demonstrates that MCC-Seq provides comparable accuracy to alternative approaches but enables more efficient cataloguing of functional and disease-relevant epigenetic and genetic variants for large-scale EWAS.
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页数:11
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