Epigenome-wide association study of incident type 2 diabetes in Black and White participants from the Atherosclerosis Risk in Communities Study.
Sowmya VenkataraghavanJames S PankowEric BoerwinkleMyriam FornageElizabeth SelvinDebashree RayPublished in: medRxiv : the preprint server for health sciences (2023)
DNA methylation studies of incident type 2 diabetes in US populations are limited, and to our knowledge none included individuals of African descent living in the US. We performed an epigenome-wide association analysis of blood-based methylation levels at CpG sites with incident type 2 diabetes using Cox regression in 2,091 Black and 1,029 White individuals from the Atherosclerosis Risk in Communities study. At an epigenome-wide significance threshold of 10 -7 , we detected 7 novel diabetes-associated CpG sites in C1orf151 (cg05380846: HR= 0.89, p = 8.4 × 10 -12 ), ZNF2 (cg01585592: HR= 0.88, p = 1.6 × 10 -9 ), JPH3 (cg16696007: HR= 0.87, p = 7.8 × 10 -9 ), GPX6 (cg02793507: HR= 0.85, p = 2.7 × 10 -8 and cg00647063: HR= 1.20, p = 2.5 × 10 -8 ), chr17q25 (cg16865890: HR= 0.8, p = 6.9 × 10 -8 ), and chr11p15 (cg13738793: HR= 1.11, p = 7.7 × 10 -8 ). The CpG sites at C1orf151 , ZNF2, JPH3 and GPX6 , were identified in Black adults, chr17q25 was identified in White adults, and chr11p15 was identified upon meta-analyzing the two groups. The CpG sites at JPH3 and GPX6 were likely associated with incident type 2 diabetes independent of BMI. All the CpG sites, except at JPH3 , were likely consequences of elevated glucose at baseline. We additionally replicated known type 2 diabetes-associated CpG sites including cg19693031 at TXNIP , cg00574958 at CPT1A , cg16567056 at PLBC2 , cg11024682 at SREBF1 , cg08857797 at VPS25 , and cg06500161 at ABCG1 , 3 of which were replicated in Black adults at the epigenome-wide threshold. We observed modest increase in type 2 diabetes variance explained upon addition of the significantly associated CpG sites to a Cox model that included traditional type 2 diabetes risk factors and fasting glucose (increase from 26.2% to 30.5% in Black adults; increase from 36.9% to 39.4% in White adults). We examined if groups of proximal CpG sites were associated with incident type 2 diabetes using a gene-region specific and a gene-region agnostic differentially methylated region (DMR) analysis. Our DMR analyses revealed several clusters of significant CpG sites, including a DMR consisting of a previously discovered CpG site at ADCY7 and promoter regions of TP63 which were differentially methylated across all race groups. This study illustrates improved discovery of CpG sites/regions by leveraging both individual CpG site and DMR analyses in an unexplored population. Our findings include genes linked to diabetes in experimental studies (e.g., GPX6 , JPH3, and TP63 ), and future gene-specific methylation studies could elucidate the link between genes, environment, and methylation in the pathogenesis of type 2 diabetes.