Observational studyJAMA network open2021
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.
Observational study in JAMA network open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
20 citing papers in PubMed, 23 citations in OpenAlex.
- Article
- The Central Role of Lipid Metabolism Disorders in Diabetes Mellitus: Mechanisms, Clinical Manifestations, and Emerging Therapeutic Strategies.Diabetes, metabolic syndrome and obesity : targets and therapy · 2026Review
- Assessing long-term pleiotropic effects of potential novel triglyceride-lowering medications using variants identified by Mendelian randomization.medRxiv : the preprint server for health sciences · 2025Article
- Cross-ethnic Molecular Signatures Underpin the Adverse Impact of Statin Use on Type 2 Diabetes.Genomics, proteomics & bioinformatics · 2025Article
- HMGCR genetic variability in Parkinson's disease in a Spanish cohort: associations with lipid metabolism and early onset.Journal of neurology · 2025Article
- Association between statin therapy and incident diabetes mellitus in patients with nephrotic syndrome: a retrospective cohort study.BMC nephrology · 2025Article
- Statin use and fall risk in adults: a cross-sectional survey and mendelian randomization analysis.Frontiers in pharmacology · 2024Article
- Statins and Venous Thromboembolic Disease - Where are we Now?Current vascular pharmacology · 2024Review
- Genetic variations in HMGCR and PCSK9 and kidney function: a Mendelian randomization study.Kidney research and clinical practice · 2023Article
- Cardiovascular prevention: sometimes dreams can come true.European heart journal supplements : journal of the European Society of Cardiology · 2023Article
- Lipid-lowering drugs affect lung cancer risk via sphingolipid metabolism: a drug-target Mendelian randomization study.Frontiers in genetics · 2023Article
- Effects ofMetabolites · 2022Article
- Cardiovascular prevention: sometimes dreams can come true.European heart journal supplements : journal of the European Society of Cardiology · 2022Article
- Metabolite Signature of Simvastatin Treatment Involves Multiple Metabolic Pathways.Metabolites · 2022Article
- Strengthening Causal Inference in Exposomics Research: Application of Genetic Data and Methods.Environmental health perspectives · 2022Article
- Review
- Effect of blood lipids and lipid-lowering therapies on osteoarthritis risk: A Mendelian randomization study.Frontiers in medicine · 2022Article
- Lipid-lowering drug targets and Parkinson's disease: A sex-specific Mendelian randomization study.Frontiers in neurology · 2022Article
- Updated Understanding of the Crosstalk Between Glucose/Insulin and Cholesterol Metabolism.Frontiers in cardiovascular medicine · 2022Review
- A Possible Role for HMG-CoA Reductase Inhibitors and Its Association withInternational journal of molecular sciences · 2021Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
17 authors at 8 institutions in 1 country.
Funding
Abstract
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.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.