Single-cell transcriptomics combined with spatial proteomics defines phagocytes type-specific immune regulation in diabetic cataract

IF 3.1 2区 医学 Q1 OPHTHALMOLOGY
Experimental eye research Pub Date : 2026-04-01 Epub Date: 2026-01-19 DOI:10.1016/j.exer.2026.110865
Pengfei Li , Rong wang , Xiaoxi Qian , Mengqi Wen , Zihao Yan , Xiao Cheng , Yuxin Dai , Leyu Zhou , Xi Zhu , Wei Chen , Huaijin Guan , Min Ji
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Abstract

Diabetic cataract (DC) represents a predominant cause of vision impairment among individuals with diabetes, characterized by a multifaceted pathogenesis that encompasses immune-mediated mechanisms. Our objective was to utilize multiomic data to investigate the characteristics of immune cells present in diabetic lenses and to elucidate their underlying mechanisms. Single-cell RNA sequencing (scRNA-seq) was employed to identify cell types and their proportions in lens samples from diabetic and normal rats. Tandem mass tag based quantitative proteomics was then used to screen the in-depth immune targets and mechanism of lens pathological. For the analysis of differential proteins, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) were employed in pathway enrichment assays. Anterior segment optical coherence tomography (AS-OCT) can be used to identify hyperreflective points in diabetic cataract patients. Immunofluorescence staining was performed on anterior capsule membranes from age-related cataract (ARC) and DC patients. scRNA-seq identified five cell types, mononuclear phagocytes as a significant immune cell type in the lens, with increased proportions in diabetic rats compared to normal rats. Further, UCell analysis of macrophage subsets showed that pro-inflammatory M1 macrophages increased significantly and anti-inflammatory M2 macrophages decreased. Subsequently, immunofluorescence staining for the immune cell marker protein CD45 and CD11B on the anterior capsule further confirmed a significantly greater presence of immune cells in DC patients than in ARC patients. AS-OCT findings indicate that the hyper-reflective point on the anterior lens capsule in patients with DC is significantly more pronounced compared to those with ARC. Additionally, AS-OCT is utilized to differentiate between the opacity and clear zone of the LFCs in the enrolled DC patients. Proteomics analysis identified 38 differentially expressed proteins in the opacity zone of LFCs compared to the clear zone in DC patients, comprising 17 upregulated and 21 downregulated. Among them, the significantly upregulated protein MIF is an important macrophage chemokine, which may play a crucial regulatory role in mediating lens immunity. GO and KEGG pathway analyses revealed associations with immune regulation and protein ubiquitination pathways, particularly in the activation of lymphocytes and leukocytes, and K63 ubiquitination. Our study provides evidence for the involvement of immune mechanisms, particularly mononuclear phagocytes, in the development of DC. The upregulation of immune regulation and alterations in protein ubiquitination pathways suggest potential therapeutic targets for DC. Further investigation is essential to understand the specific functions of these immune cells and to design targeted therapies.
单细胞转录组学联合空间蛋白质组学定义糖尿病性白内障吞噬细胞类型特异性免疫调节。
糖尿病性白内障(DC)是糖尿病患者视力损害的主要原因,其特点是多方面的发病机制,包括免疫介导的机制。我们的目的是利用多组学数据来研究糖尿病晶状体中存在的免疫细胞的特征并阐明其潜在的机制。采用单细胞RNA测序(scRNA-seq)技术鉴定糖尿病大鼠和正常大鼠晶状体样品中的细胞类型和比例。基于串联质量标签的定量蛋白质组学技术,深入筛选晶状体病变的免疫靶点和机制。对于差异蛋白的分析,采用基因本体(GO)和京都基因与基因组百科全书(KEGG)进行途径富集分析。前段光学相干断层扫描(AS-OCT)可用于识别糖尿病性白内障患者的高反射点。对年龄相关性白内障(ARC)和DC患者的前囊膜进行免疫荧光染色。scRNA-seq鉴定出五种细胞类型,单核吞噬细胞是晶状体中重要的免疫细胞类型,与正常大鼠相比,糖尿病大鼠的比例增加。此外,巨噬细胞亚群的UCell分析显示,促炎M1巨噬细胞显著增加,抗炎M2巨噬细胞显著减少。随后,前囊免疫细胞标记蛋白CD45和CD11B的免疫荧光染色进一步证实DC患者中免疫细胞的存在明显高于ARC患者。AS-OCT结果显示,DC患者的前晶状体囊超反射点明显比ARC患者更明显。此外,AS-OCT用于区分入组DC患者lfc的不透明区和清晰区。蛋白质组学分析发现,与DC患者的透明区相比,lfc的不透明区有38个差异表达蛋白,其中17个上调,21个下调。其中,显著上调的蛋白MIF是一种重要的巨噬细胞趋化因子,可能在介导晶状体免疫中发挥重要的调节作用。GO和KEGG通路分析揭示了与免疫调节和蛋白质泛素化通路的关联,特别是在淋巴细胞和白细胞的激活以及K63泛素化中。我们的研究为免疫机制,特别是单核吞噬细胞参与DC的发展提供了证据。免疫调节的上调和蛋白泛素化途径的改变提示了DC的潜在治疗靶点。进一步的研究对于了解这些免疫细胞的特定功能和设计靶向治疗是必不可少的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Experimental eye research
Experimental eye research 医学-眼科学
CiteScore
6.80
自引率
5.90%
发文量
323
审稿时长
66 days
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.
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