Evidence map›Paper›PMID 40836305›Full record

ArticleDiabetology & metabolic syndrome2025

From background diabetic retinopathy to its proliferative stage. What is the role of gut microbiota in the trajectory of DR? a Mendelian randomization study with mediation analysis.

Yifan Zhou, Jialong Dong, Zhenyu Wang, Chen Huang, Xiaotong Yu, Xinjun Wang, Bo Yang, Yuechen Wu, Qing Peng

Abstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
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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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Yifan Zhou *Department of Ophthalmology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Jialong Dong *Department of Ophthalmology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China.
Zhenyu Wang *Beijing Tongren Eye Center, Beijing Tongren Hospital, Beijing Ophthalmology and Visual Science Key Lab, Capital Medical University, Beijing, China.
Chen Huang *Center of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
Xiaotong YuCenter of Basic Medical Research, Institute of Medical Innovation and Research, Peking University Third Hospital, Beijing, China.
Xinjun WangAffiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, 215000, China.
Bo YangSchool of Medicine, Tongji University, Shanghai, China. docyangbo@126.com.
Yuechen WuDepartment of Traditional Chinese Medicine, Shanghai Fourth People's Hospital Affiliated to Tongji University, Shanghai, 200434, China. wuyuechen716@163.com.
Qing PengDepartment of Ophthalmology, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, China. 2311242@tongji.edu.cn.

Funding

Subject Boosting Program of the Shanghai Fourth People's Hospital Affiliated to Tongji University SY-XKZT-2021-1015
6 · The paper itself

Abstract

backgroundGrowing evidence suggests that gut microbiota (GM) plays a role in diabetic retinopathy (DR), but the causal microbial drivers and their stage-dependent roles during DR progression remain poorly characterised. Using genetic causality methods, we aim to depict a longitudinal GM mapping and stage-stratified GM signatures across the DR trajectory, spanning initial background DR (BDR) through non-proliferative form (NPDR), to advanced proliferative stage (PDR).

methodsGWAS data of 207 GM taxa (from phylum to species) were acquired from the Dutch Microbiome Project (N = 7,824), and DR from FinnGen (over 300,000 individuals). A bidirectional two-sample Mendelian Randomization (TSMR) analysis was conducted to elucidate directional causality between GM and DR. Multiple sensitivity evaluations were performed for pleiotropy, heterogeneity, and stability. Additionally, two-step MR and multivariable MR (MVMR) were performed to dissect causal GM-DR relationships using 1400 candidate circulating metabolite level/ratio data from a Canadian cohort (N = 8,299).

resultsWe identified 11 causal GM taxa (1 family, 3 genera, and 7 species) during the progression of DR. Notably, species_Bacteroides_dorei and species_Dorea_longicatena demonstrated pan-stage pathogenicity (BDR and PDR, all OR>1, P

conclusionThis study pioneers causal longitudinal mapping of GM dynamics across DR progression through integrated genetic prediction and metabolomic mediation analyses, delineating stage-specific microbial drivers, pan-stage pathogens, and metabolite mediators that collectively orchestrate DR pathogenesis. The identified GM-metabolite-DR axis establishes an actionable roadmap for targeted microbiome modulation and metabolite-based therapeutic strategies, bridging observational associations to mechanistic intervention opportunities.

Indexed as

Circulating metabolitesGenome-wide association studies (GWAS)Gut-eye axisMediation analysisMendelian randomization study

Identifiers

PMID40836305
PMCPMC12366345

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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.