ArticleHuman molecular genetics2021
GWAS in Africans identifies novel lipids loci and demonstrates heterogenous association within Africa.
Article in Human molecular genetics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Harnessing data science to control non-communicable diseases in Africa: a systematic review and gap analysis.Communications medicine · 2026Article
- An integrative association analysis for complex diseases in underrepresented groups by leveraging the trans-ethnic genetic similarity.Briefings in bioinformatics · 2026Article
- Lipidomics profiling and circulating triglyceride concentrations in sub-Saharan African individuals.Scientific reports · 2024Article
- shaPRS: Leveraging shared genetic effects across traits or ancestries improves accuracy of polygenic scores.American journal of human genetics · 2024Article
- An approach to identify gene-environment interactions and reveal new biological insight in complex traits.Nature communications · 2024Article
- Universal genome-wide association studies: Powerful joint ancestry and association testing.HGG advances · 2023Article
- A new Approach to Identify Gene-Environment Interactions and Reveal New Biological Insight in Complex traits.Research square · 2023Article
- Genes, environment, and African ancestry in cardiometabolic disorders.Trends in endocrinology and metabolism: TEM · 2023Review
- Epigenome-wide association study of plasma lipids in West Africans: the RODAM study.EBioMedicine · 2023Article
- Usual dietary intake and change in DNA methylation over years: EWAS in KORA FF4 and KORA fit.Frontiers in nutrition · 2023Article
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Authors and funding
10 authors.
Funding
Abstract
Serum lipids are biomarkers of cardiometabolic disease risk, and understanding genomic factors contributing to their distribution is of interest. Studies of lipids in Africans are rare, though it is expected that such studies could identify novel loci. We conducted a GWAS of 4317 Africans enrolled from Nigeria, Ghana and Kenya. We evaluated linear mixed models of high-density lipoprotein cholesterol (HDLC), low-density lipoprotein cholesterol (LDLC), total cholesterol (CHOL), triglycerides (TG) and TG/HDLC. Replication was attempted in 9542 African Americans (AA). In our main analysis, we identified 28 novel associations in Africans. Of the 18 of these that could be tested in AA, three associations replicated (GPNMB-TG, ENPP1-TG and SMARCA4-LDLC). Five additional novel loci were discovered upon meta-analysis with AA (rs138282551-TG, PGBD5-HDLC, CD80-TG/HDLC, SLC44A1-CHOL and TLL2-CHOL). Analyses considering only those with predominantly West African ancestry (Nigeria, Ghana and AA) yielded new insights: ORC5-LDLC and chr20:60973327-CHOL. Among our novel findings are some loci with known connections to lipids pathways. For instance, rs147706369 (TLL2) alters a regulatory motif for sterol regulatory element-binding proteins, a family of transcription factors that control the expression of a range of enzymes involved in cholesterol, fatty acid and TG synthesis, and rs115749422 (SMARCA4), an independent association near the known LDLR locus that is rare or absent in populations without African ancestry. These findings demonstrate the utility of conducting genomic analyses in Africans for discovering novel loci and provide some preliminary evidence for caution against treating 'African ancestry' as a monolithic category.
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