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糖尿病患者的代谢改变:用于生物标志物发现的房水分析

Metabolic alterations in diabetic patients: aqueous humor profiling for biomarker discovery.

作者信息

Zemitis Arturs, Svjascenkova Lelde, Bleidele Sandra, Veitners Alberts, Vanags Juris, Klavins Kristaps, Laganovska Guna

机构信息

Department of Ophthalmology, Riga Stradins University, 13 Pilsoņu Iela, Riga, Latvia.

Clinic of Ophthalmology, Pauls Stradins Clinical University Hospital, Riga, Latvia.

出版信息

Amino Acids. 2025 Sep 13;57(1):44. doi: 10.1007/s00726-025-03476-z.

Abstract

Diabetic retinopathy, a leading cause of vision loss in working-age populations, is a severe complication of diabetes mellitus. Metabolomics, a key approach in systems biology, offers insights into the complex pathophysiology of diabetes by analyzing low-molecular-weight compounds in biological contexts. This study investigated metabolite alterations in the aqueous humor of diabetic and non-diabetic patients undergoing cataract surgery to identify potential biomarkers associated with diabetes. Aqueous humor samples from 191 patients (48 diabetic, 143 non-diabetic) were analyzed using targeted liquid chromatography-mass spectrometry. Metabolite data were normalized and statistically evaluated using univariate analysis, including fold change calculations, t-tests, and volcano plots. Pathway enrichment analysis was performed using KEGG, SMPDB, and RaMP-DP databases. Key findings revealed differential abundance of several metabolites, including upregulated 3-hydroxykynurenine, histamine, and octanoylcarnitine, and downregulated putrescine in diabetic patients. Although some metabolites exhibited low p-values (< 0.05), high FDR limited the statistical robustness of these findings. Quantitative enrichment analysis suggested potential involvement of the kynurenine pathway and tryptophan catabolism in diabetes-related metabolic changes. The study highlights the potential roles of these metabolites in diabetes-related ocular changes, supported by prior research linking them to oxidative stress, inflammation, and metabolic dysregulation. Antioxidative therapies targeting diabetes-associated metabolic alterations may offer potential for mitigating diabetes-related complications. High FDR underscores the need for cautious interpretation and further validation in larger cohorts. Future studies should focus on longitudinal analyses and mechanistic investigations to clarify the diagnostic and prognostic potential of these metabolites in diabetic retinopathy and other diabetes-related complications.

摘要

糖尿病视网膜病变是工作年龄人群视力丧失的主要原因,是糖尿病的一种严重并发症。代谢组学作为系统生物学的关键方法,通过分析生物环境中的低分子量化合物,深入了解糖尿病复杂的病理生理学。本研究调查了接受白内障手术的糖尿病和非糖尿病患者房水中的代谢物变化,以确定与糖尿病相关的潜在生物标志物。使用靶向液相色谱-质谱法分析了191例患者(48例糖尿病患者,143例非糖尿病患者)的房水样本。对代谢物数据进行归一化处理,并使用单变量分析进行统计评估,包括倍数变化计算、t检验和火山图分析。使用KEGG、SMPDB和RaMP-DP数据库进行通路富集分析。主要发现显示,糖尿病患者中几种代谢物的丰度存在差异,包括3-羟基犬尿氨酸、组胺和辛酰肉碱上调,腐胺下调。尽管一些代谢物的p值较低(<0.05),但高错误发现率限制了这些发现的统计稳健性。定量富集分析表明,犬尿氨酸途径和色氨酸分解代谢可能参与了糖尿病相关的代谢变化。该研究强调了这些代谢物在糖尿病相关眼部变化中的潜在作用,先前的研究将它们与氧化应激、炎症和代谢失调联系起来,为这一观点提供了支持。针对糖尿病相关代谢改变的抗氧化疗法可能为减轻糖尿病相关并发症提供潜力。高错误发现率强调了在更大队列中进行谨慎解释和进一步验证的必要性。未来的研究应侧重于纵向分析和机制研究,以阐明这些代谢物在糖尿病视网膜病变和其他糖尿病相关并发症中的诊断和预后潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8792/12433443/8246d52a6863/726_2025_3476_Fig1_HTML.jpg

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