Evidence map›Paper›PMID 39009924›Full record

ArticleEuropean journal of epidemiology2024

Multi-biobank Mendelian randomization analyses identify opposing pathways in plasma low-density lipoprotein-cholesterol lowering and gallstone disease.

Guoyi Yang, Amy M Mason, Dipender Gill, C Mary Schooling, Stephen Burgess

Abstract read
In one paragraph

Article in European journal of epidemiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
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

11 citing papers in PubMed.

  1. Article
  2. PCSK9 and Breast Cancer Survival: A Mendelian Randomization Study.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
    Article
  3. Dietary fiber intake and gallstones: The mediating role of serum lipids.The Journal of international medical research · 2026
    Article
  4. Review
  5. Observational
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Article
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

5 authors.

Guoyi YangSchool of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China. yanggy@connect.hku.hk.ORCID http://orcid.org/0000-0002-4387-386X
Amy M MasonBritish Heart Foundation Cardiovascular Epidemiology Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, UK.
Dipender GillDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
C Mary SchoolingSchool of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China.
Stephen BurgessMRC Biostatistics Unit, University of Cambridge, Cambridge, UK. sb452@medschl.cam.ac.uk.ORCID http://orcid.org/0000-0001-5365-8760

Funding

Angiotensin-II, Hypothalamic Inflammation and Neurogenic HypertensionF32HL116074 · NHLBI · UNIVERSITY OF FLORIDA · PI DE KLOET, ANNETTE DIANE · 2012 to 2014
$91k
Bau Tsu Zung Bau Kwan Yeu Hing Research and Clinical Fellowship Bau Tsu Zung Bau Kwan Yeu Hing Research and Clinical FellowshipBHF Cambridge CRE RE/18/1/34212British Heart Foundation RG/13/13/30194British Heart Foundation RG/13/13/30194; RG/18/13/33946British Heart Foundation RG/18/13/33946British Heart Foundation Centre of Research Excellence RE/18/4/34215EU/EFPIA Innovative Medicines Initiative Joint Undertaking BigData@Heart grant 116074Health Data Research UK Health Data Research UKInnovation Medical Research Council MC_UU_00002/7Medical Research Council MC_UU_00002/7National Institute for Health Research Cambridge Biomedical Research Centre NIHR203312Wellcome Trust 225790Wellcome Trust 225790/Z/22/Z
6 · The paper itself

Abstract

Plasma low-density lipoprotein (LDL)-cholesterol is positively associated with coronary artery disease risk while biliary cholesterol promotes gallstone formation. Different plasma LDL-cholesterol lowering pathways may have distinct effects on biliary cholesterol and thereby gallstone disease risk. We conducted a Mendelian randomization (MR) study using data from the UK Biobank (30,547 gallstone disease cases/336,742 controls), FinnGen (34,461 cases/301,383 controls) and Biobank Japan (9,305 cases/168,253 controls). We first performed drug-target MR analyses substantiated by colocalization to investigate the effects of plasma LDL-cholesterol lowering therapies on gallstone disease risk. We then performed clustered MR analyses and pathway analyses to identify distinct mechanisms underlying the association of plasma LDL-cholesterol with gallstone disease risk. For a 1-standard deviation reduction in plasma LDL-cholesterol, genetic mimics of statins were associated with lower gallstone disease risk (odds ratio 0.72 [95% confidence interval 0.62, 0.83]), but genetic mimics of PCSK9 inhibitors and targeting apolipoprotein B were associated with higher risk (1.11 [1.03, 1.19] and 1.23 [1.13, 1.35]). The association for statins was supported by colocalization (posterior probability 98.7%). Clustered MR analyses identified variant clusters showing opposing associations of plasma LDL-cholesterol with gallstone disease risk, with some evidence for ancestry-and sex-specific associations. Among variants lowering plasma LDL-cholesterol, those associated with lower gallstone disease risk were mapped to glycosphingolipid biosynthesis pathway, while those associated with higher risk were mapped to pathways relating to plasma lipoprotein assembly, remodelling, and clearance and ATP-binding cassette transporters. This MR study provides genetic evidence that different plasma LDL-cholesterol lowering pathways have opposing effects on gallstone disease risk.

Indexed as

Cholesterol, LDLGallstonesMendelian Randomization AnalysisAgedAnticholesteremic AgentsBiological Specimen BanksFemaleHumansHydroxymethylglutaryl-CoA Reductase InhibitorsJapanMaleMiddle AgedUnited KingdomAnticholesteremic AgentsCholesterol, LDLHydroxymethylglutaryl-CoA Reductase InhibitorsClustered Mendelian randomizationDrug-target Mendelian randomizationGallstone diseaseLDL-cholesterol

Identifiers

PMID39009924
PMCPMC11410903

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.