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A Mendelian Randomization Approach Using 3-HMG-Coenzyme-A Reductase Gene Variation to Evaluate the Association of Statin-Induced Low-Density Lipoprotein Cholesterol Lowering With Noncardiovascular Disease Phenotypes
- Source :
- JAMA Network Open
- Publication Year :
- 2021
- Publisher :
- American Medical Association (AMA), 2021.
-
Abstract
- Key Points Question Are there associations between candidate noncardiovascular diseases and statin treatment using genetic variants in the 3-hydroxy-3-methylglutaryl coenzyme A reductase (HMGCR) gene that decrease low-density lipoprotein cholesterol levels as an instrumental variable? Findings In a mendelian randomization approach cohort study including 53 385 individuals, using variants in the HMGCR gene affecting low-density lipoprotein cholesterol levels replicated the association between statin use and increased type 2 diabetes risk. However, no strong associations between 3-hydroxy-3-methylglutaryl coenzyme A reductase inhibition by statins and other diseases were noted. Meaning In this cohort study, statin treatment was associated with an increased risk of type 2 diabetes, but there appeared to be no strong indication of other pleiotropic outcomes of the low-density lipoprotein cholesterol level–decreasing outcomes with this drug class on the clinical phenotypes studied.<br />Importance Observational studies suggest that statins, which inhibit 3-hydroxy-3-methylglutaryl coenzyme A (HMG-CoA) reductase, may be associated with beneficial effects in many noncardiovascular diseases. Objective To construct a weighted HMG-CoA reductase (HMGCR) gene genetic risk score (GRS) using variants in the HMGCR gene affecting low-density lipoprotein cholesterol as an instrumental variable for mendelian randomization analyses to test associations with candidate noncardiovascular phenotypes previously associated with statin use in observational studies. Design, Setting, and Participants This cohort study included 53 385 unrelated adults of European ancestry with genome-wide genotypes available from BioVU (a practice-based biobank, used for discovery) and 30 444 unrelated adults with European ancestry available in the Electronic Medical Records and Genomics (eMERGE; a research consortium that conducts genetic research using electronic medical records, used for replication). The study was conducted from February 6, 2015, through April 31, 2019; data analysis was performed from August 26, 2019, through December 22, 2020. Interventions An HMGCR GRS was calculated. Main Outcomes and Measures The association between the HMGCR GRS and the presence or absence of 22 noncardiovascular phenotypes previously associated with statin use in clinical studies. Results Of the 53 385 individuals in BioVU, 29 958 (56.1%) were women; mean (SD) age was 59.9 (15.6) years. The finding between the HMGCR GRS and the noncardiovascular phenotypes of interest in this cohort was significant only for type 2 diabetes. An HMGCR GRS equivalent to a 10-mg/dL decrease in the low-density lipoprotein cholesterol level was associated with an increased risk of type 2 diabetes (odds ratio [OR], 1.09; 95% CI, 1.04-1.15; P = 5.58 × 10−4). The HMGCR GRS was not associated with other phenotypes; the closest were increased risk of Parkinson disease (OR, 1.30; 95% CI, 1.07-1.58; P = .007) and kidney failure (OR, 1.18; 95% CI, 1.05-1.34; P = .008). Of the 30 444 individuals in eMERGE, 16 736 (55.0%) were women; mean (SD) age was 68.7 (15.4) years. The association between the HMGCR GRS and type 2 diabetes was replicated in this cohort (OR, 1.09; 95% CI, 1.01-1.17; P = .02); however, the HMGCR GRS was not associated with Parkinson disease (OR, 0.93; 95% CI, 0.75-1.16; P = .53) and kidney failure (OR, 1.18; 95% CI, 0.98-1.41; P = .08) in the eMERGE cohort. Conclusions and Relevance A mendelian randomization approach using variants in the HMGCR gene replicated the association between statin use and increased type 2 diabetes risk but provided no strong evidence for pleiotropic effects of statin-induced decrease of the low-density lipoprotein cholesterol level on other diseases.<br />This cohort study uses a mendelian randomization approach with variants in the HMGCR gene to evaluate associations between statin therapy and noncardiovascular diseases.
- Subjects :
- Adult
Male
medicine.medical_specialty
Statin
medicine.drug_class
Hypercholesterolemia
Type 2 diabetes
Disease
Cohort Studies
Internal medicine
Mendelian randomization
Odds Ratio
medicine
Humans
Original Investigation
Aged
Aged, 80 and over
business.industry
Research
Genetic Variation
Genetics and Genomics
Mendelian Randomization Analysis
Cholesterol, LDL
General Medicine
Odds ratio
Middle Aged
medicine.disease
Europe
Online Only
Phenotype
Cohort
lipids (amino acids, peptides, and proteins)
Female
Hydroxymethylglutaryl-CoA Reductase Inhibitors
business
Cohort study
Subjects
Details
- ISSN :
- 25743805
- Volume :
- 4
- Database :
- OpenAIRE
- Journal :
- JAMA Network Open
- Accession number :
- edsair.doi.dedup.....bd374d99e3d71dc3cbe6b1151bc807a9
- Full Text :
- https://doi.org/10.1001/jamanetworkopen.2021.12820