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肠道-视网膜轴:糖尿病患者肠道微生物群饮食指数与糖尿病视网膜病变的关联——一项基于2009 - 2018年美国国家健康与营养检查调查(NHANES)的横断面研究

The gut-retina axis: association of dietary index for gut microbiota with diabetic retinopathy in diabetic patients-a cross-sectional study from NHANES 2009-2018.

作者信息

Zeng Yining, Gao Mingxue, Tan Xiyue, Wu Hao, Xiang Junjie, Liu Aonan, Zhang Jingqi, Yao Yichen, Shen Tao, Zhang Tao, Duan Junguo

机构信息

Eye School of Chengdu, University of TCM, Chengdu, 610075, Sichuan Province, China.

Clinical Medicine School of Chengdu University of TCM, Chengdu, 610072, Sichuan Province, China.

出版信息

Diabetol Metab Syndr. 2025 Aug 27;17(1):359. doi: 10.1186/s13098-025-01929-9.

Abstract

BACKGROUND

The gut-retina axis, an emerging area of research, has uncovered the bidirectional link between the intestines and retina, offering new insights into ophthalmic disease management. Diabetic retinopathy (DR), a common diabetes complication with a digestive-related connection, lacks large-sample retrospective studies on the impact of gut microbiota-related diets. The association between the Dietary Index for Gut Microbiota (DI-GM) and DR requires further investigation.

METHODS

1,285 diabetic patients from the National Health and Nutrition Examination Survey (NHANES) spanning the years 2009 to 2018 were analyzed. DI-GM, based on 14 foods or nutrients intake, served as the exposure variable. Associations were assessed via Spearman correlation, weighted logistic regression, restricted cubic spline (RCS) analysis, and subgroup analyses.

RESULTS

Spearman analysis revealed predominantly inverse correlations among DI-GM components. After adjusting for confounders, each 1-point increase in DI-GM was associated with a 12% lower DR risk (OR = 0.88, 95% CI 0.78-0.99, P = 0.039). The Q4 DI-GM exhibited a 67% reduced DR risk compared to Q1 (OR = 0.33, 95%CI 0.12-0.88, P = 0.028). RCS analysis identified a nonlinear dose-response relationship (P-nonlinearity < 0.01), with rapid risk reduction at DI-GM < 4 and diminishing returns thereafter. Subgroup analyses indicated that most subgroup associations showed no statistically significant differences (interaction P > 0.05), except for participants with long-standing diabetes, without hypertension and BMI < 25 (OR = 0.55, 95%CI: 0.33-0.93, P = 0.03).

CONCLUSIONS

Higher DI-GM scores are linked to lower DR risk, supporting dietary optimization (e.g., increased whole grains/vegetables, reduced processed meat) as a potential strategy for DR prevention through gut microbiota modulation. These findings advance gut-retina axis theory and provide actionable dietary guidelines for diabetes complications.

摘要

背景

肠道-视网膜轴是一个新兴的研究领域,它揭示了肠道与视网膜之间的双向联系,为眼科疾病的管理提供了新的见解。糖尿病视网膜病变(DR)是一种常见的糖尿病并发症,与消化系统存在关联,但缺乏关于肠道微生物群相关饮食影响的大样本回顾性研究。肠道微生物群饮食指数(DI-GM)与DR之间的关联需要进一步研究。

方法

对2009年至2018年美国国家健康与营养检查调查(NHANES)中的1285名糖尿病患者进行了分析。基于14种食物或营养素摄入量的DI-GM作为暴露变量。通过Spearman相关性分析、加权逻辑回归、限制性立方样条(RCS)分析和亚组分析来评估关联。

结果

Spearman分析显示DI-GM各成分之间主要呈负相关。在调整混杂因素后,DI-GM每增加1分,DR风险降低12%(OR = 0.88,95%CI 0.78 - 0.99,P = 0.039)。与第一四分位数(Q1)相比,第四四分位数(Q4)的DI-GM使DR风险降低了67%(OR = 0.33,95%CI 0.12 - 0.88,P = 0.028)。RCS分析确定了一种非线性剂量反应关系(P-非线性 < 0.01),在DI-GM < 4时风险迅速降低,此后收益递减。亚组分析表明,除了患有长期糖尿病、无高血压且BMI < 25的参与者外,大多数亚组关联无统计学显著差异(交互作用P > 0.05)(OR = 0.55,95%CI:0.33 - 0.93,P = 0.03)。

结论

较高的DI-GM得分与较低的DR风险相关,支持饮食优化(例如增加全谷物/蔬菜摄入、减少加工肉类摄入)作为通过调节肠道微生物群预防DR的潜在策略。这些发现推进了肠道-视网膜轴理论,并为糖尿病并发症提供了可行的饮食指导。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d5f2/12382132/a6b4ab1fd3e6/13098_2025_1929_Fig1_HTML.jpg

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