Evidence map›Paper›PMID 34097045›Full record

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.

Ge Liu, Mingjian Shi, Jonathan D Mosley, Chunhua Weng, Yanfei Zhang, Ming Ta Michael Lee, Gail P Jarvik, Hakon Hakonarson, Bahram Namjou-Khales, Patrick Sleiman and 7 more

Open access · goldAbstract readObservational Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
3.8field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 23 citations in OpenAlex.

  1. Article
  2. Review
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  4. Article
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  8. Review
  9. Article
  10. Cardiovascular prevention: sometimes dreams can come true.European heart journal supplements : journal of the European Society of Cardiology · 2023
    Article
  11. Article
  12. Effects ofMetabolites · 2022
    Article
  13. Cardiovascular prevention: sometimes dreams can come true.European heart journal supplements : journal of the European Society of Cardiology · 2022
    Article
  14. Article
  15. Article
  16. Review
  17. Article
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  19. Review
  20. A Possible Role for HMG-CoA Reductase Inhibitors and Its Association withInternational journal of molecular sciences · 2021
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors at 8 institutions in 1 country.

Ge LiuDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
Mingjian ShiDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
Jonathan D MosleyDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
Chunhua WengDepartment of Biomedical Informatics, Columbia University Medical Center, New York, New York.
Yanfei ZhangGenomic Medicine Institute, Geisinger Health System, Danville, Pennsylvania.
Ming Ta Michael LeeGenomic Medicine Institute, Geisinger Health System, Danville, Pennsylvania.
Gail P JarvikDepartment of Medicine, Division of Medical Genetics, University of Washington Medical Center, Seattle.
Hakon HakonarsonThe Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Bahram Namjou-KhalesUC Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.
Patrick SleimanThe Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Yuan LuoDepartment of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.
Frank MentchThe Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania.
Joshua C DennyDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
MacRae F LintonDivision of Cardiovascular Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
Wei-Qi WeiDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
C Michael SteinDivision of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
QiPing FengDivision of Clinical Pharmacology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
Vanderbilt University Medical Center · USChildren's Hospital of Philadelphia · USCarolina Musculoskeletal Institute · USCincinnati Children's Hospital Medical Center · USColumbia University Irving Medical Center · USNorthwestern University · USUniversity of Washington Medical Center · USVanderbilt University · US

Funding

Pleiotropy of PCSK9 InhibitionR01GM120523 · NIGMS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI FENG, QIPING · 2016 to 2020
$1.7M
Pharmacogenetics to improve drug therapyR35GM131770 · NIGMS · VANDERBILT UNIVERSITY MEDICAL CENTER · PI STEIN, CHARLES M. · 2019 to 2023
$1.7M
NIGMS NIH HHS R01 GM120523NIGMS NIH HHS R35 GM131770
6 · The paper itself

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.

Indexed as

Genetic VariationPhenotypeAdultAgedAged, 80 and overCholesterol, LDLCohort StudiesEuropeFemaleHumansHydroxymethylglutaryl-CoA Reductase InhibitorsHypercholesterolemiaMaleMendelian Randomization AnalysisMiddle AgedOdds RatioCholesterol, LDLHydroxymethylglutaryl-CoA Reductase Inhibitors

Identifiers

PMID34097045
PMCPMC8185593
OpenAlexW3170608214

What OpenQuestion holds

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Registered trials

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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.