Evidence map›Paper›PMID 39821516›Full record

ArticleJournal of clinical hypertension (Greenwich, Conn.)2025

Dissecting Causal Relationships Between Antihypertensive Drug, Gut Microbiota, and Type 2 Diabetes Mellitus and Its Complications: A Mendelian Randomization Study.

He Zheng, Shiping Wu, Wenbin Wang, Weida Qiu, Yingqing Feng

Erratum issuedAbstract read
In one paragraph

Article in Journal of clinical hypertension (Greenwich, Conn.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

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No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

He ZhengDepartment of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0009-0001-8594-4910
Shiping WuDepartment of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
Wenbin WangDepartment of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
Weida QiuDepartment of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.
Yingqing FengDepartment of Cardiology, Hypertension Research Laboratory, Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.

Funding

Guangdong Provincial Key Laboratory of Coronary Heart Disease Prevention 2017B030314041the Climbing Plan of Guangdong Provincial People's Hospital DFJH2020022the Guangdong Provincial Clinical Research Center for Cardiovascular disease 2020B1111170011the Key R&D Program of Guangdong Province 2019B020227005
6 · The paper itself

Abstract

Limited research has investigated the impact of antihypertensive medications on type 2 diabetes mellitus (T2DM) and whether gut microbiome (GM) mediates this association. Thus, we conducted a two-sample Mendelian randomization (MR) analysis to estimate the potential impact of various antihypertensive drug target genes on T2DM and its complications. Genetic instruments for the expression of antihypertensive drug target genes were identified with expression quantitative trait loci (eQTL) in blood, which should be associated with systolic blood pressure (SBP). Sensitivity analysis, including reverse causality detection, horizontal pleiotropy, phenotype scanning, and Bayesian colocalization, was used to validate our findings. We performed a two-step MR to detect the mediating role of GM. A 1-standard deviation (SD) decrease of KCNJ11 (acting on arteriolar smooth muscle, e.g., Pinacidil) gene expression was associated with lower SBP of 1.12 (95% confidence interval [CI], 0.93-1.31) mmHg, and a decreased risk of diabetic retinopathy (odds ratio [OR], 0.63; 95% CI, 0.52-0.76). Similarly, a 1-SD decrease of SLC12A2 (genetically a proxy for diuretics, for example, Torasemide) gene expression was correlated with a reduced risk of T2DM (OR, 0.88; 95% CI, 0.83-0.92). Interestingly, this causal effect was influenced by a decrease in the gut microbiota abundance of the genus Ruminococcus (effect proportion = 11.2%). Colocalization supports these results (KCNJ11: 98% for diabetic retinopathy; SLC12A2: 99% for T2DM). Findings provide novel targets for the treatment of T2DM and its complications, emphasize the importance of KCNJ11 and SLC12A2 in future drug development, and highlight the significant mediating role of the genus Ruminococcus.

Indexed as

Antihypertensive AgentsDiabetes Mellitus, Type 2Gastrointestinal MicrobiomeHypertensionBlood PressureDiabetic RetinopathyHumansKcnj11 ChannelMendelian Randomization AnalysisPotassium Channels, Inwardly RectifyingQuantitative Trait LociAntihypertensive AgentsKcnj11 ChannelPotassium Channels, Inwardly Rectifyingantihypertensive drugscomplicationsgut microbiotaMendelian randomizationtype 2 diabetes

Identifiers

PMID39821516
PMCPMC11771784

What Socratic holds

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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 Socratic graph.