Identification and functional characterisation of DNA methylation differences between East- and West-originating Finns
Eastern and Western Finns show a striking difference in coronary heart disease-related mortality; genetics is a known contributor for this discrepancy. Here, we discuss the potential role of DNA methylation in mediating the discrepancy in cardiometabolic disease-risk phenotypes between the sub-populations. We used data from the Young Finns Study (<i>n</i> = 969) to compare the genome-wide DNA methylation levels of East- and West-originating Finns. We identified 21 differentially methylated loci (FDR < 0.05; Δβ >2.5%) and 7 regions (smoothed FDR < 0.05; CpGs ≥ 5). Methylation at all loci and regions associates with genetic variants (<i>p</i> < 5 × 10<sup>-8</sup>). Independently of genetics, methylation at 11 loci and 4 regions associates with transcript expression, including genes encoding zinc finger proteins. Similarly, methylation at 5 loci and 4 regions associates with cardiometabolic disease-risk phenotypes including triglycerides, glucose, cholesterol, as well as insulin treatment. This analysis was also performed in LURIC (<i>n</i> = 2371), a German cardiovascular patient cohort, and results replicated for the association of methylation at cg26740318 and DMR_11p15 with diabetes-related phenotypes and methylation at DMR_22q13 with triglyceride levels. Our results indicate that DNA methylation differences between East and West Finns may have a functional role in mediating the cardiometabolic disease discrepancy between the sub-populations.
Authors
- Winfried März (ORCID: https://orcid.org/0000-0001-6083-8946)
- Saara Marttila (ORCID: https://orcid.org/0000-0003-3071-3784)
- Nina Mononen (ORCID: https://orcid.org/0000-0002-7482-9159)
- Mika A. P. Kähönen (ORCID: https://orcid.org/0000-0002-4510-7341)
- Daria Kostiniuk (ORCID: https://orcid.org/0000-0001-7018-6195)
- Emma Raitoharju (ORCID: https://orcid.org/0000-0002-7023-8706)
- Sonja Rajić (ORCID: https://orcid.org/0000-0002-0497-3577)
- Pashupati P. Mishra (ORCID: https://orcid.org/0000-0001-5177-3431)
- Marcus E. Kleber (ORCID: https://orcid.org/0000-0003-0663-7275)
- Olli T. Raitakari (ORCID: https://orcid.org/0000-0001-9365-3702)
- Terho Lehtimäki (ORCID: https://orcid.org/0000-0002-2555-4427)
- Joanna Ciantar (ORCID: https://orcid.org/0000-0002-3715-480X)
- Leo-Pekka Lyytikäinen
Institutions
- University of Turku (FI)
- Tampere University (FI)
- Heidelberg University (DE)
- Turku University Hospital (FI)
- University Hospital Heidelberg (DE)
- Tampere University Hospital (FI)
- Synlab (Germany) (DE)
- Tampere University (FI)
- Fimlab (Finland) (FI)
- University Medical Centre Mannheim (DE)
Publication Details
- Journal
- Epigenetics
- Published
- 2024-09-01
- DOI
- https://doi.org/10.1080/15592294.2024.2397297
- Citations
- 2
- Primary Topic
- Epigenetics and DNA Methylation
- Type
- article
- Field-Weighted Citation Impact
- 0.47
Funders
- Foundation for Cardiovascular Research
- European Research Council
- Horizon 2020