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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.
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http://dx.doi.org/10.1186/s13148-025-01859-3 | DOI Listing |
Compr Psychiatry
August 2025
Institute of Human Genetics, University of Bonn, School of Medicine & University Hospital Bonn, Bonn, Germany; Center for Human Genetics, University of Marburg, Marburg, Germany; Institute of Neuroscience and Medicine (INM-1), Research Center Jülich, Jülich, Germany. Electronic address: forstner@u
Alterations in DNA methylation (DNAm) profiles have been implicated in affective and psychotic disorders. However, no comprehensive understanding of peripheral DNAm profiles associated with diagnostic groups, course of illness, and other clinical variables has emerged yet. In particular, studies exploring commonalities and differences across diagnoses are lacking.
View Article and Find Full Text PDFAnxiety disorders (ANX) are a prevalent public health burden that significantly impair daily functioning and decrease quality of life. A growing body of research suggests that DNA methylation (DNAm), an epigenetic modification that can impact gene expression, may be altered in ANX. The current review used a systematic approach to identify and synthesize the literature regarding methylome-wide association studies (MWASs) of ANX in humans.
View Article and Find Full Text PDFBiol Psychiatry Glob Open Sci
September 2025
Orygen, Parkville, Victoria, Australia.
Background: White blood cell (WBC) counts, DNA methylation, and gene expression are reported to be associated with psychosis. However, it is not known whether these associations precede the onset of psychosis or whether they are relevant for the stratification of psychosis risk in clinically high-risk individuals. The STEP (Staged Treatment in Early Psychosis) clinical trial evaluated the effectiveness of a sequential intervention strategy for preventing psychosis in a cohort of young people at ultra-high risk (UHR) of psychosis.
View Article and Find Full Text PDFBrief Bioinform
July 2025
Department of Biostatistics, Yale School of Public Health, 47 College St, New Haven, CT 06510, United States.
Methylome-wide association studies (MWASs) have identified many 5'-cytosine-phosphate-guanine-3' (CpG) sites associated with complex traits. Several methods have been developed to predict CpG methylation levels from genotypes when the direct measurements of methylation are unavailable. To date, the published methods have mostly used datasets from populations of European ancestry to train prediction models for methylations, which limits the generalizability of methylome-wide association study to non-European populations.
View Article and Find Full Text PDFAm J Hum Genet
July 2025
Laboratory of Translational Genomics, Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA. Electronic address:
Genome-wide association studies (GWASs) of melanoma risk have identified 68 independent signals at 54 loci. For most loci, specific functional variants and their respective target genes remain to be established. Capture-HiC is an assay that links fine-mapped risk variants to candidate target genes by comprehensively mapping chromatin interactions.
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