Yang Ming, Wu Weizhen
Department of Ophthalmology, Beijing Friendship Hospital, Capital Medical University, Beijing, China.
Front Endocrinol (Lausanne). 2025 Jul 17;16:1638661. doi: 10.3389/fendo.2025.1638661. eCollection 2025.
Diabetic retinopathy (DR) is a leading cause of vision loss worldwide. Although numerous observational studies have explored candidate biomarkers, the causal contributions of circulating plasma proteins to DR pathogenesis remain largely unclear due to confounding and reverse causality.
To address this, we performed a two-sample Mendelian randomization (MR) analysis using protein quantitative trait loci (pQTLs) derived from the UK Biobank Pharma Proteomics Project (n = 54,219) and DR outcome data from the FinnGen cohort (n = 96,429; 14,142 cases). Colocalization and transcriptome-based MR analyses were conducted to validate causal protein candidates. We further performed experimental validation in hyperglycemia-induced retinal cells and assessed immune mediation using MR-based mediation analysis. A phenome-wide MR (MR-PheWAS) was also conducted to evaluate disease specificity.
Among five significant proteins, we identified Linker for Activation of T Cells Family Member 2 (LAT2) as a robust protective factor for DR (OR = 0.358, 95% CI: 0.215-0.597, p < 0.001). Colocalization analysis (PP.H4 = 0.8546) and SMR analysis supported a shared genetic basis between LAT2 expression and DR. LAT2 expression was significantly upregulated under high-glucose stress in retinal cells. Mediation MR revealed that CD27 switched memory B cells partially mediated the protective effect of LAT2 (mediation proportion: 6.2%, = 0.047). The MR-PheWAS further confirmed the tissue-specific association of LAT2 with DR.
LAT2 may be a potential protective factor for diabetic retinopathy, offering preliminary insight for future biomarker development and prevention strategies.
糖尿病视网膜病变(DR)是全球视力丧失的主要原因。尽管众多观察性研究探索了候选生物标志物,但由于混杂因素和反向因果关系,循环血浆蛋白对DR发病机制的因果贡献仍 largely不清楚。
为解决这一问题,我们使用来自英国生物银行药物蛋白质组学项目(n = 54,219)的蛋白质定量性状位点(pQTL)和芬兰基因队列(n = 96,429;14,142例)的DR结局数据进行了两样本孟德尔随机化(MR)分析。进行了共定位和基于转录组的MR分析以验证因果蛋白候选物。我们进一步在高血糖诱导的视网膜细胞中进行了实验验证,并使用基于MR的中介分析评估了免疫介导作用。还进行了全表型MR(MR-PheWAS)以评估疾病特异性。
在五种显著蛋白质中,我们确定T细胞激活连接蛋白家族成员2(LAT2)是DR的强大保护因子(OR = 0.358,95% CI:0.215 - 0.597,p < 0.001)。共定位分析(PP.H4 = 0.8546)和SMR分析支持LAT2表达与DR之间存在共同的遗传基础。在视网膜细胞的高糖应激下,LAT2表达显著上调。中介MR显示,CD27转换记忆B细胞部分介导了LAT2的保护作用(中介比例:6.2%, = 0.047)。MR-PheWAS进一步证实了LAT2与DR的组织特异性关联。
LAT2可能是糖尿病视网膜病变的潜在保护因子,为未来生物标志物开发和预防策略提供了初步见解。