Evidence map›Paper›PMID 42755691›Full record

ArticleHypertension (Dallas, Tex. : 1979)2026

Antihypertensive Treatment and Risk of Metabolic Associated Fatty Liver Disease: A Drug-Target Mendelian Randomization.

Yifan Hu, Karl Smith-Byrne, Zeinab Bidel, Xiong Xiao, Xing Zhao, Abbas Dehghan, Dexter Canoy, Malgorzata Wamil, Nathalie Conrad, Shishir Rao and 11 more

Abstract read
In one paragraph

Article in Hypertension (Dallas, Tex. : 1979), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

21 authors.

Yifan HuSichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China (Y.H.).
Karl Smith-ByrneCancer Epidemiology Unit, Nuffield Department of Population Health (K.S.B.), University of Oxford, United Kingdom.ORCID 0000-0002-1932-7463
Zeinab BidelDeep Medicine, Nuffield Department of Women's and Reproductive Health, Medical Sciences Division (Y.H., Z.B., M. Wamil, N.C., S.R., B.O.P., Q.Y., M. Woodward, K.R., M.N.), University of Oxford, United Kingdom.ORCID 0000-0002-8852-1622
Xiong XiaoDepartment of Epidemiology and Health Statistics, West China School of Public Health, Sichuan University, Chengdu, China (Y.H., X.X., X.Z.).ORCID 0000-0003-4471-7946
Xing ZhaoDepartment of Epidemiology and Health Statistics, West China School of Public Health, Sichuan University, Chengdu, China (Y.H., X.X., X.Z.).ORCID 0000-0001-5713-3603
Abbas DehghanDepartment of Epidemiology and Biostatistics (A.D., D.G.), Imperial College London, United Kingdom.ORCID 0000-0001-6403-016X
Dexter CanoyPopulation Health Sciences Institute, Newcastle University, United Kingdom (D.C.).ORCID 0000-0003-4493-9901
Malgorzata WamilDeep Medicine, Nuffield Department of Women's and Reproductive Health, Medical Sciences Division (Y.H., Z.B., M. Wamil, N.C., S.R., B.O.P., Q.Y., M. Woodward, K.R., M.N.), University of Oxford, United Kingdom.ORCID 0000-0002-5361-2532
Nathalie ConradDeep Medicine, Nuffield Department of Women's and Reproductive Health, Medical Sciences Division (Y.H., Z.B., M. Wamil, N.C., S.R., B.O.P., Q.Y., M. Woodward, K.R., M.N.), University of Oxford, United Kingdom.ORCID 0000-0001-5027-5481
Shishir RaoDeep Medicine, Nuffield Department of Women's and Reproductive Health, Medical Sciences Division (Y.H., Z.B., M. Wamil, N.C., S.R., B.O.P., Q.Y., M. Woodward, K.R., M.N.), University of Oxford, United Kingdom.ORCID 0000-0001-7331-9416
Ben Omega PetrazziniDeep Medicine, Nuffield Department of Women's and Reproductive Health, Medical Sciences Division (Y.H., Z.B., M. Wamil, N.C., S.R., B.O.P., Q.Y., M. Woodward, K.R., M.N.), University of Oxford, United Kingdom.ORCID 0000-0001-9789-9371
Qianqian YangDeep Medicine, Nuffield Department of Women's and Reproductive Health, Medical Sciences Division (Y.H., Z.B., M. Wamil, N.C., S.R., B.O.P., Q.Y., M. Woodward, K.R., M.N.), University of Oxford, United Kingdom.
Dipender GillDepartment of Epidemiology and Biostatistics (A.D., D.G.), Imperial College London, United Kingdom.ORCID 0000-0001-7312-7078
Venexia M WalkerMedical Research Council Integrative Epidemiology Unit, University of Bristol, United Kingdom (V.M.W., G.D.S.).ORCID 0000-0001-5064-446X
Charalampos SigalasDepartment of Pharmacology (C.S.), University of Oxford, United Kingdom.ORCID 0000-0003-0405-1385
Reza MalekzadehLiver and Pancreatobiliary Diseases Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Iran (R.M.).
Johan SundströmDepartment of Medical Sciences, Uppsala University, Sweden (J.S.).ORCID 0000-0003-2247-8454
Mark WoodwardDeep Medicine, Nuffield Department of Women's and Reproductive Health, Medical Sciences Division (Y.H., Z.B., M. Wamil, N.C., S.R., B.O.P., Q.Y., M. Woodward, K.R., M.N.), University of Oxford, United Kingdom.ORCID 0000-0001-9800-5296
George Davey SmithMedical Research Council Integrative Epidemiology Unit, University of Bristol, United Kingdom (V.M.W., G.D.S.).ORCID 0000-0002-1407-8314
Kazem RahimiDeep Medicine, Nuffield Department of Women's and Reproductive Health, Medical Sciences Division (Y.H., Z.B., M. Wamil, N.C., S.R., B.O.P., Q.Y., M. Woodward, K.R., M.N.), University of Oxford, United Kingdom.ORCID 0000-0002-4807-4610
Milad NazarzadehDeep Medicine, Nuffield Department of Women's and Reproductive Health, Medical Sciences Division (Y.H., Z.B., M. Wamil, N.C., S.R., B.O.P., Q.Y., M. Woodward, K.R., M.N.), University of Oxford, United Kingdom.ORCID 0000-0002-0576-8874

Funding

British Heart Foundation FS/IPBSRF/22/27060Wellcome Trust
6 · The paper itself

Abstract

backgroundMetabolic dysfunction-associated fatty liver disease, conventionally known as nonalcoholic fatty liver disease (NAFLD), affects over a quarter of the global population and lacks approved pharmacological treatments. We investigated whether elevated blood pressure (BP) is a modifiable risk factor for NAFLD and whether antihypertensive drugs could be repurposed for prevention.

methodsWe conducted whole-genome Mendelian randomization using genetic data from over 1 million individuals of European ancestry to assess systolic BP as a risk factor for NAFLD. Drug-target Mendelian randomization was used to investigate the class-specific effects of antihypertensive agents, including renin-angiotensin system inhibitors, β-blockers, calcium channel blockers, and diuretics. NAFLD was defined by persistently elevated alanine aminotransferase levels after excluding alternative liver diseases and alcohol use disorders. Genetic estimates were compared with individual-participant meta-analyses of randomized controlled trials (n=358 636) and summary data from 104 antihypertensive drug trials (≈500 000 participants), using coronary heart disease as a positive control.

resultsA genetically proxied 5-mm Hg reduction in systolic BP was associated with an 8% lower risk of NAFLD (odds ratio, 0.92 [95% CI, 0.90-0.94]). Renin-angiotensin system inhibition was associated with a 27% lower risk (odds ratio, 0.73 [95% CI, 0.62-0.85]), whereas other drug classes showed no substantial associations. For coronary heart disease, effects were directionally consistent across classes in genetic and trial analyses.

conclusionsGenetically lower systolic BP is associated with reduced NAFLD risk, with renin-angiotensin system inhibition showing the most favorable association. These findings support BP lowering, particularly renin-angiotensin system inhibition, as a potential preventive strategy warranting dedicated randomized trials.

Indexed as

Antihypertensive AgentsBlood PressureHypertensionNon-alcoholic Fatty Liver DiseaseAngiotensin-Converting Enzyme InhibitorsCalcium Channel BlockersGenome-Wide Association StudyHumansMendelian Randomization AnalysisRenin-Angiotensin SystemRisk FactorsAngiotensin-Converting Enzyme InhibitorsAntihypertensive AgentsCalcium Channel Blockersantihypertensive agentsblood pressurecoronary diseasehypertensionmendelian randomization analysisnon-alcoholic fatty liver diseaserenin-angiotensin system

Identifiers

PMID42755691
PMCPMC7619608

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.