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肥胖对糖尿病视网膜病变的因果效应:两样本孟德尔随机化研究。

The causal effect of obesity on diabetic retinopathy: A two-sample Mendelian randomization study.

机构信息

Department of Ophthalmology, The People's Hospital of Tongliang District, Chongqing, China.

出版信息

Front Endocrinol (Lausanne). 2023 Apr 3;14:1108731. doi: 10.3389/fendo.2023.1108731. eCollection 2023.

Abstract

BACKGROUND

The causal effect of obesity on diabetic retinopathy (DR) remains controversial. The aim of this study was to assess the causal association of generalized obesity evaluated by body mass index (BMI) and abdominal obesity evaluated by waist or hip circumference with DR, background DR, and proliferative DR using a two-sample Mendelian randomization (MR) analysis.

METHODS

Genetic variants associated with obesity at the genome-wide significance (P<5×10) level were derived using GWAS summary statistics from the UK Biobank (UKB) with a sample size of 461 460 individuals for BMI, 462 166 individuals for waist circumference, and 462 117 individuals for hip circumference. We obtained genetic predictors of DR (14 584 cases and 202 082 controls), background DR (2026 cases and 204 208 controls), and proliferative DR (8681 cases and 204 208 controls) from FinnGen. Univariable and multivariable Mendelian randomization analyses were conducted. Inverse variance weighted (IVW) was the main method used to analyze causality, accompanied by several sensitivity MR analyses.

RESULTS

Genetically predicted increased BMI [OR=1.239; 95% CI=(1.134, 1.353);P=1.94×10], waist circumference [OR=1.402; 95% CI=(1.242, 1.584); P=5.12×10], and hip circumference [OR=1.107; 95% CI=(1.003, 1.221); P=0.042] were associated with increased risk of DR. BMI [OR=1.625; 95% CI=(1.285, 2.057); P=5.24×10], waist circumference [OR=2.085; 95% CI=(1.54, 2.823); P=2.01×10], and hip circumference [OR=1.394; 95% CI=(1.085, 1.791); P=0.009] were correlated with the risk of background DR. MR analysis also supported a causal association between BMI [OR=1.401; 95% CI=(1.247, 1.575); P=1.46×10], waist circumference [OR=1.696; 95% CI=(1.455, 1.977); P=1.47×10], and hip circumference [OR=1.221; 95% CI=(1.076, 1.385); P=0.002] and proliferative DR. The association of obesity with DR continued to be significant after adjustment for type 2 diabetes.

CONCLUSION

This study using two-sample MR analysis indicated that generalized obesity and abdominal obesity might increase the risk of any DR. These results suggested that controlling obesity may be effective in DR development.

摘要

背景

肥胖对糖尿病视网膜病变(DR)的因果影响仍存在争议。本研究旨在使用两样本 Mendelian 随机化(MR)分析评估通过体重指数(BMI)评估的全身性肥胖和通过腰围或臀围评估的腹部肥胖与 DR、背景性 DR 和增殖性 DR 的因果关联。

方法

使用 UK Biobank(UKB)的 GWAS 汇总统计数据,从 UKB 中获得与肥胖相关的全基因组显著水平(P<5×10)的遗传变异,样本量分别为 461460 人用于 BMI,462166 人用于腰围,462117 人用于臀围。我们从 FinnGen 获得了 DR(14584 例和 202082 例对照)、背景性 DR(2026 例和 204208 例对照)和增殖性 DR(8681 例和 204208 例对照)的遗传预测因子。进行了单变量和多变量 Mendelian 随机化分析。逆方差加权(IVW)是主要的因果分析方法,同时还进行了几种敏感性 MR 分析。

结果

遗传预测的 BMI 增加[OR=1.239;95%CI=(1.134, 1.353);P=1.94×10]、腰围[OR=1.402;95%CI=(1.242, 1.584);P=5.12×10]和臀围[OR=1.107;95%CI=(1.003, 1.221);P=0.042]与 DR 风险增加相关。BMI[OR=1.625;95%CI=(1.285, 2.057);P=5.24×10]、腰围[OR=2.085;95%CI=(1.54, 2.823);P=2.01×10]和臀围[OR=1.394;95%CI=(1.085, 1.791);P=0.009]与背景性 DR 风险相关。MR 分析还支持 BMI[OR=1.401;95%CI=(1.247, 1.575);P=1.46×10]、腰围[OR=1.696;95%CI=(1.455, 1.977);P=1.47×10]和臀围[OR=1.221;95%CI=(1.076, 1.385);P=0.002]与增殖性 DR 之间存在因果关系。在调整 2 型糖尿病后,肥胖与 DR 的关联仍然显著。

结论

本研究使用两样本 MR 分析表明,全身性肥胖和腹部肥胖可能会增加任何 DR 的风险。这些结果表明,控制肥胖可能对 DR 的发展有效。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8cf3/10106681/b43c98b75fbe/fendo-14-1108731-g001.jpg

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