Polygenic Risk Score for Low-Density Lipoprotein Cholesterol Is Associated With Risk of Ischemic Heart Disease and Enriches for Individuals With Familial Hypercholesterolemia
- PMID: 33440130
- DOI: 10.1161/CIRCGEN.120.003106
Polygenic Risk Score for Low-Density Lipoprotein Cholesterol Is Associated With Risk of Ischemic Heart Disease and Enriches for Individuals With Familial Hypercholesterolemia
Abstract
Background: The clinical implications of a polygenic risk score (PRS) for LDL-C (low-density lipoprotein cholesterol) are not well understood, both within the general population and individuals with familial hypercholesterolemia (FH).
Methods: We developed the LDL-C PRS using Least Absolute Shrinkage and Selection Operator regression in 377 286 White British participants from UK Biobank and tested its association with LDL-C according to FH variant carrier status in another 41 748 whole-exome sequenced individuals. Next, we tested for an enrichment of FH variant carriers among individuals with severe hypercholesterolemia and low LDL-C PRS. Last, we contrasted the effect of the LDL-C PRS, measured LDL-C and FH variant carrier status on risk of ischemic heart disease among 3010 cases and 38 738 controls.
Results: Among the 41 748 whole-exome sequenced White British individuals, 1-SD increase in the LDL-C PRS was associated with elevated LDL-C among both FH variant carriers (0.34 [95% CI, 0.22-0.47] mmol/L) and noncarriers (0.42 [95% CI, 0.42-0.43] mmol/L). Among individuals with severe hypercholesterolemia, FH variant carriers were enriched in those with a low LDL-C PRS (odds ratio, 2.20 [95% CI, 1.66-2.71] per SD). Each SD increase in the LDL-C PRS was associated with risk of ischemic heart disease to the comparable magnitude as measured LDL-C (odds ratio, 1.24 [95% CI, 1.20-1.29] and odds ratio, 1.15 [95% CI, 1.09-1.23], respectively). The LDL-C PRS was not strongly associated with other traditional ischemic heart disease risk factors.
Conclusions: An LDL-C PRS could be used to identify individuals with a higher probability of harboring FH variants. The association between ischemic heart disease and the LDL-C PRS was comparable to measured LDL-C, likely because the PRS reflects lifetime exposure to LDL-C levels.
Keywords: cholesterol; epidemiology; genetics; heart diseases; hypercholesterolemia.
Similar articles
-
Polygenic risk of high LDL cholesterol and ischemic heart disease in the general population.Atherosclerosis. 2024 Oct;397:118574. doi: 10.1016/j.atherosclerosis.2024.118574. Epub 2024 Aug 28. Atherosclerosis. 2024. PMID: 39244851
-
Genetic Predisposition to Low-Density Lipoprotein Cholesterol and Incident Type 2 Diabetes.JAMA Cardiol. 2025 Apr 1;10(4):379-383. doi: 10.1001/jamacardio.2024.5072. JAMA Cardiol. 2025. PMID: 39813027
-
Improved Genetic Characterization of Hypercholesterolemia in Latvian Patients with Familial Hypercholesterolemia: A Combined Monogenic and Polygenic Approach Using Whole-Genome Sequencing.Int J Mol Sci. 2024 Dec 16;25(24):13466. doi: 10.3390/ijms252413466. Int J Mol Sci. 2024. PMID: 39769230 Free PMC article.
-
Genetic testing for familial hypercholesterolemia: Impact on diagnosis, treatment and cardiovascular risk.Eur J Prev Cardiol. 2019 Aug;26(12):1262-1270. doi: 10.1177/2047487319829746. Epub 2019 Feb 12. Eur J Prev Cardiol. 2019. PMID: 30755017
-
The molecular genetic basis and diagnosis of familial hypercholesterolemia in Denmark.Dan Med Bull. 2002 Nov;49(4):318-45. Dan Med Bull. 2002. PMID: 12553167 Review.
Cited by
-
Fast and accurate Bayesian polygenic risk modeling with variational inference.Am J Hum Genet. 2023 May 4;110(5):741-761. doi: 10.1016/j.ajhg.2023.03.009. Epub 2023 Apr 7. Am J Hum Genet. 2023. PMID: 37030289 Free PMC article.
-
A Machine Learning Model to Aid Detection of Familial Hypercholesterolemia.JACC Adv. 2023 May 24;2(4):100333. doi: 10.1016/j.jacadv.2023.100333. eCollection 2023 Jun. JACC Adv. 2023. PMID: 38938233 Free PMC article.
-
LDL-C Concentrations and the 12-SNP LDL-C Score for Polygenic Hypercholesterolaemia in Self-Reported South Asian, Black and Caribbean Participants of the UK Biobank.Front Genet. 2022 Mar 31;13:845498. doi: 10.3389/fgene.2022.845498. eCollection 2022. Front Genet. 2022. PMID: 35432461 Free PMC article.
-
GWAS of lipids in Greenlanders finds association signals shared with Europeans and reveals an independent PCSK9 association signal.Eur J Hum Genet. 2024 Feb;32(2):215-223. doi: 10.1038/s41431-023-01485-8. Epub 2023 Oct 30. Eur J Hum Genet. 2024. PMID: 37903942 Free PMC article.
-
Successful Genetic Screening and Creating Awareness of Familial Hypercholesterolemia and Other Heritable Dyslipidemias in the Netherlands.Genes (Basel). 2021 Jul 29;12(8):1168. doi: 10.3390/genes12081168. Genes (Basel). 2021. PMID: 34440342 Free PMC article. Review.
Publication types
MeSH terms
Substances
Grants and funding
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous