Epigenetics of type 2 diabetes and diabetes-related outcomes in the Strong Heart Study

被引:6
|
作者
Domingo-Relloso, Arce [1 ,2 ,3 ]
Gribble, Matthew O. [4 ]
Riffo-Campos, Angela L. [5 ,6 ]
Haack, Karin [7 ]
Cole, Shelley A. [7 ]
Tellez-Plaza, Maria [1 ]
Umans, Jason G. [8 ,9 ]
Fretts, Amanda M. [10 ]
Zhang, Ying [11 ]
Fallin, M. Daniele [12 ,14 ]
Navas-Acien, Ana [2 ]
Everson, Todd M. [13 ,14 ]
机构
[1] Carlos III Hlth Inst, Natl Ctr Epidemiol, Dept Chron Dis Epidemiol, Madrid, Spain
[2] Columbia Univ, Mailman Sch Publ Hlth, Dept Environm Hlth Sci, New York, NY 10027 USA
[3] Univ Valencia, Dept Stat & Operat Res, Valencia, Spain
[4] Univ Alabama Birmingham, Birmingham Sch Publ Hlth, Dept Epidemiol, Birmingham, AL USA
[5] Univ La Frontera, Millennium Nucleus Sociomed SocioMed & Vicerrector, Temuco, Chile
[6] Univ Valencia, Dept Comp Sci, ETSE, Valencia, Spain
[7] Texas Biomed Res Inst, Populat Hlth Program, San Antonio, TX USA
[8] MedStar Hlth Res Inst, Hyattsville, MD USA
[9] Georgetown Howard Univ Ctr Clin & Translat Sci, Georgetown, WA USA
[10] Univ Washington, Dept Epidemiol, Cardiovasc Hlth Res Unit, Seattle, WA USA
[11] Univ Oklahoma Hlth Sci Ctr, Dept Biostat & Epidemiol, Oklahoma City, OK USA
[12] Emory Univ Rollins Sch Publ Hlth, Atlanta, GA USA
[13] Emory Univ Rollins Sch Publ Hlth, Gangarosa Dept Environm Hlth, Atlanta, GA USA
[14] Emory Univ Rollins Sch Publ Hlth, Dept Epidemiol, Atlanta, GA USA
关键词
Epigenetics; Type; 2; diabetes; DNA methylation; American Indians; EPIGENOME-WIDE ASSOCIATION; FASTING PLASMA-GLUCOSE; ADAPTIVE ELASTIC-NET; DNA METHYLATION; CARDIOVASCULAR-DISEASE; SELECTION; EXPOSURE; DESIGN; TARGET; BLOOD;
D O I
10.1186/s13148-022-01392-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: The prevalence of type 2 diabetes has dramatically increased in the past years. Increasing evidence supports that blood DNA methylation, the best studied epigenetic mark, is related to diabetes risk. Few prospective studies, however, are available. We studied the association of blood DNA methylation with diabetes in the Strong Heart Study. We used limma, Iterative Sure Independence Screening and Cox regression to study the association of blood DNA methylation with fasting glucose, HOMA-IR and incident type 2 diabetes among 1312 American Indians from the Strong Heart Study. DNA methylation was measured using Illumina's MethylationEPIC beadchip. We also assessed the biological relevance of our findings using bioinformatics analyses. Results: Among the 358 differentially methylated positions (DMPs) that were cross-sectionally associated either with fasting glucose or HOMA-IR, 49 were prospectively associated with incident type 2 diabetes, although no DMPs remained significant after multiple comparisons correction. Multiple of the top DMPs were annotated to genes with relevant functions for diabetes including SREBF1, associated with obesity, type 2 diabetes and insulin sensitivity; ABCG1, involved in cholesterol and phospholipids transport; and HDAC1, of the HDAC family. (HDAC inhibitors have been proposed as an emerging treatment for diabetes and its complications.) Conclusions: Our results suggest that differences in peripheral blood DNA methylation are related to cross-sectional markers of glucose metabolism and insulin activity. While some of these DMPs were modestly associated with prospective incident type 2 diabetes, they did not survive multiple testing. Common DMPs with diabetes epigenome-wide association studies from other populations suggest a partially common epigenomic signature of glucose and insulin activity.
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页数:11
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