Journal Article

Methylome-wide association analyses of lipids and modifying effects of behavioral factors in diverse race and ethnicity participants

Fohner, Alison E., Pankow, James S., Smith, Jennifer A., Patel, Yesha M., Psaty, Bruce M., Lani Park, S., Kardia, Sharon L. R., Wang, Xuzhi, Haessler, Jeff, Mitchell, Braxton D., Xia, Rui, Sotoodehnia, Nona, Fornage, Myriam, Raffield, Laura M., Peters, Ulrike, Wang, Yuxuan, Xu, Huichun, Darst, Burcu F., Brody, Jennifer A., Lundin, Jessica I., Graff, Mariaelisa, Hu, Yao, Grove, Megan, Bis, Joshua C., Rotter, Jerome I., Kooperberg, Charles, North, Kari E., Lange, Leslie, Whitsel, Eric A., Lynch, Megan T., Rich, Stephen S., Szeto, Mindy, Tsai, Michael Y., Ratliff, Scott, Peloso, Gina M., Reiner, Alex P., Guan, Weihua

2025

Overview

Circulating lipid concentrations are clinically associated with cardiometabolic diseases. The phenotypic variance explained by identified genetic variants remains limited, highlighting the importance of searching for additional factors beyond genetic sequence variants. DNA methylation has been linked to lipid concentrations in previous studies, although most of the studies harbored moderate sample sizes and exhibited underrepresentation of non-European ancestry populations. In addition, knowledge of nongenetic factors on lipid profiles is extremely limited. In the Population Architecture Using Genomics and Epidemiology (PAGE) Study, we performed methylome-wide association analysis on 9,561 participants from diverse race and ethnicity backgrounds for HDL-c, LDL-c, TC, and TG levels, and also tested interactions between smoking or alcohol intake and methylation in their association with lipid levels. We identified novel CpG sites at 16 loci ( P  < 1.18E-7) with successful replication on 3,215 participants. One additional novel locus was identified in the self-reported White participants ( P  = 4.66E-8). Although no additional CpG sites were identified in the genome-wide interaction analysis, 13 reported CpG sites showed significant heterogeneous association across smoking or alcohol intake strata. By mapping novel and reported CpG sites to genes, we identified enriched pathways directly linked to lipid metabolism as well as ones spanning various biological functions. These findings provide new insights into the regulation of lipid concentrations.

• Publisher: BioMed Central,BioMed Central Ltd,Springer Nature B.V,BMC
• Subject: Adult / Aged / Alcohol Drinking - genetics / Analysis / Association analysis / Biomedical and Life Sciences / Biomedicine / CpG Islands / DNA methylation / DNA Methylation - genetics / Epidemiology / Ethnicity - genetics / Female / Gene Function / Gene loci / Genes / Genetic diversity / Genome-Wide Association Study - methods / Genomic analysis / Genomics / High density lipoprotein / Human Genetics / Humans / Lipid metabolism / Lipids / Lipids - blood / Lipids - genetics / Low density lipoprotein / Low density lipoproteins / Male / Methylation / Middle Aged / Minority & ethnic groups / Nucleotide sequence / Phenotypic variations / Physiological aspects / Racial Groups - genetics / Smoking / Smoking - genetics / Type 2 diabetes / White People - genetics