Jingqiu Li, Xinyang Hu, Hui Zhang, Yuming Li, Feilong Zhou, Dan Li, Haibo Zhang, Siqi Fan, Bing Shen, Yong Wang
{"title":"糖尿病视网膜病变的易感性和保护基因:一个全面的单细胞RNA测序分析。","authors":"Jingqiu Li, Xinyang Hu, Hui Zhang, Yuming Li, Feilong Zhou, Dan Li, Haibo Zhang, Siqi Fan, Bing Shen, Yong Wang","doi":"10.1016/j.exer.2025.110673","DOIUrl":null,"url":null,"abstract":"<p><p>Diabetes, an epidemic marked by increased blood glucose levels, is an endocrine disorder projected to impact 693 million individuals by 2045. The disease leads to significant morbidity and mortality primarily due to vascular complications, such as cardiovascular disease and diabetic kidney disease, imposing substantial economic burdens globally. Notably, type 2 diabetes (T2D) exhibits considerable heterogeneity in mechanisms and health outcomes. Recent advancements in clustering techniques have revealed clinically distinct subgroups of T2D, emphasizing the complexity of its complications influenced by both genetic and environmental factors. In our study, we utilized single-cell RNA sequencing (scRNA-seq) profiles from peripheral blood mononuclear cells of individuals with diabetes and diabetic retinopathy (DR) to elucidate the genetic underpinnings of this complication. We identified key genes associated with the susceptibility and severity of DR, establishing a diabetic retinal regulatory network. Notable findings include the role of Discoidin Domain Receptor 1 (DDR1) in promoting proinflammatory pathways, while genes such as TELO2, SNX30 and HLA-DRA appear to confer protective effects. Our investigation highlights the intricate balance between risk and protective factors in DR pathogenesis. Furthermore, molecular docking analyses identified potential therapeutic agents targeting these genes, suggesting new avenues for treatment. Overall, our results underscore the importance of understanding genetic influences on DR and propose a framework for future research and therapeutic strategies aimed at mitigating diabetic complications.</p>","PeriodicalId":12177,"journal":{"name":"Experimental eye research","volume":" ","pages":"110673"},"PeriodicalIF":2.7000,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Susceptibility and Protective Genes in Diabetic Retinopathy: A Comprehensive Single-Cell RNA Sequencing Analysis.\",\"authors\":\"Jingqiu Li, Xinyang Hu, Hui Zhang, Yuming Li, Feilong Zhou, Dan Li, Haibo Zhang, Siqi Fan, Bing Shen, Yong Wang\",\"doi\":\"10.1016/j.exer.2025.110673\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Diabetes, an epidemic marked by increased blood glucose levels, is an endocrine disorder projected to impact 693 million individuals by 2045. The disease leads to significant morbidity and mortality primarily due to vascular complications, such as cardiovascular disease and diabetic kidney disease, imposing substantial economic burdens globally. Notably, type 2 diabetes (T2D) exhibits considerable heterogeneity in mechanisms and health outcomes. Recent advancements in clustering techniques have revealed clinically distinct subgroups of T2D, emphasizing the complexity of its complications influenced by both genetic and environmental factors. In our study, we utilized single-cell RNA sequencing (scRNA-seq) profiles from peripheral blood mononuclear cells of individuals with diabetes and diabetic retinopathy (DR) to elucidate the genetic underpinnings of this complication. We identified key genes associated with the susceptibility and severity of DR, establishing a diabetic retinal regulatory network. Notable findings include the role of Discoidin Domain Receptor 1 (DDR1) in promoting proinflammatory pathways, while genes such as TELO2, SNX30 and HLA-DRA appear to confer protective effects. Our investigation highlights the intricate balance between risk and protective factors in DR pathogenesis. Furthermore, molecular docking analyses identified potential therapeutic agents targeting these genes, suggesting new avenues for treatment. Overall, our results underscore the importance of understanding genetic influences on DR and propose a framework for future research and therapeutic strategies aimed at mitigating diabetic complications.</p>\",\"PeriodicalId\":12177,\"journal\":{\"name\":\"Experimental eye research\",\"volume\":\" \",\"pages\":\"110673\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-10-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Experimental eye research\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.exer.2025.110673\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"OPHTHALMOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Experimental eye research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.exer.2025.110673","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
Susceptibility and Protective Genes in Diabetic Retinopathy: A Comprehensive Single-Cell RNA Sequencing Analysis.
Diabetes, an epidemic marked by increased blood glucose levels, is an endocrine disorder projected to impact 693 million individuals by 2045. The disease leads to significant morbidity and mortality primarily due to vascular complications, such as cardiovascular disease and diabetic kidney disease, imposing substantial economic burdens globally. Notably, type 2 diabetes (T2D) exhibits considerable heterogeneity in mechanisms and health outcomes. Recent advancements in clustering techniques have revealed clinically distinct subgroups of T2D, emphasizing the complexity of its complications influenced by both genetic and environmental factors. In our study, we utilized single-cell RNA sequencing (scRNA-seq) profiles from peripheral blood mononuclear cells of individuals with diabetes and diabetic retinopathy (DR) to elucidate the genetic underpinnings of this complication. We identified key genes associated with the susceptibility and severity of DR, establishing a diabetic retinal regulatory network. Notable findings include the role of Discoidin Domain Receptor 1 (DDR1) in promoting proinflammatory pathways, while genes such as TELO2, SNX30 and HLA-DRA appear to confer protective effects. Our investigation highlights the intricate balance between risk and protective factors in DR pathogenesis. Furthermore, molecular docking analyses identified potential therapeutic agents targeting these genes, suggesting new avenues for treatment. Overall, our results underscore the importance of understanding genetic influences on DR and propose a framework for future research and therapeutic strategies aimed at mitigating diabetic complications.
期刊介绍:
The primary goal of Experimental Eye Research is to publish original research papers on all aspects of experimental biology of the eye and ocular tissues that seek to define the mechanisms of normal function and/or disease. Studies of ocular tissues that encompass the disciplines of cell biology, developmental biology, genetics, molecular biology, physiology, biochemistry, biophysics, immunology or microbiology are most welcomed. Manuscripts that are purely clinical or in a surgical area of ophthalmology are not appropriate for submission to Experimental Eye Research and if received will be returned without review.