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眼内混淆因素对视网膜疾病房水蛋白质组学和代谢组学分析的影响。

Implications of Ocular Confounding Factors for Aqueous Humor Proteomic and Metabolomic Analyses in Retinal Diseases.

机构信息

Roche Pharmaceutical Research and Early Development, Roche Innovation Center Basel, F. Hoffmann-La Roche, Basel, Switzerland.

EFOR-CVO et Soladis, Champagne-au-Mont-d'Or, France.

出版信息

Transl Vis Sci Technol. 2024 Jun 3;13(6):17. doi: 10.1167/tvst.13.6.17.

Abstract

PURPOSE

To assess the impact of ocular confounding factors on aqueous humor (AH) proteomic and metabolomic analyses for retinal disease characterization.

METHODS

This study recruited 138 subjects (eyes): 102 with neovascular age-related macular degeneration (nAMD), 18 with diabetic macular edema (DME), and 18 with cataract (control group). AH samples underwent analysis using Olink Target 96 proteomics and Metabolon's metabolomics platform Data analysis included correlation, differential abundance, and gene-set analysis.

RESULTS

In total, 756 proteins and 408 metabolites were quantified in AH. Total AH protein concentration was notably higher in nAMD (3.2-fold) and DME (4.1-fold) compared to controls. Pseudophakic eyes showed higher total AH protein concentrations than phakic eyes (e.g., 1.6-fold in nAMD) and a specific protein signature indicative of matrix remodeling. Unexpectedly, pupil-dilating drugs containing phenylephrine/tropicamide increased several AH proteins, notably interleukin-6 (5.4-fold in nAMD). Correcting for these factors revealed functionally relevant protein correlation clusters and disease-relevant, differentially abundant proteins across the groups. Metabolomics analysis, for which the relevance of confounder adjustment was less apparent, suggested insufficiently controlled diabetes and chronic hyperglycemia in the DME group.

CONCLUSIONS

AH protein concentration, pseudophakia, and pupil dilation with phenylephrine/tropicamide are important confounding factors for AH protein analyses. When these factors are considered, AH analyses can more clearly reveal disease-relevant factors.

TRANSLATIONAL RELEVANCE

Considering AH protein concentration, lens status, and phenylephrine/tropicamide administration as confounders is crucial for accurate interpretation of AH protein data.

摘要

目的

评估眼内混杂因素对视网膜疾病特征分析的房水(AH)蛋白质组学和代谢组学分析的影响。

方法

本研究招募了 138 名受试者(眼):102 名新生血管性年龄相关性黄斑变性(nAMD)患者,18 名糖尿病性黄斑水肿(DME)患者和 18 名白内障(对照组)患者。使用 Olink Target 96 蛋白质组学和 Metabolon 的代谢组学平台对 AH 样本进行分析。数据分析包括相关性、差异丰度和基因集分析。

结果

共定量了 AH 中的 756 种蛋白质和 408 种代谢物。与对照组相比,nAMD(3.2 倍)和 DME(4.1 倍)患者的总 AH 蛋白浓度明显更高。白内障患者的总 AH 蛋白浓度明显高于未白内障患者(例如,nAMD 时为 1.6 倍),并且具有基质重塑的特定蛋白质特征。出乎意料的是,含有苯肾上腺素/托吡卡胺的散瞳药物增加了几种 AH 蛋白,尤其是白细胞介素-6(nAMD 时为 5.4 倍)。对这些因素进行校正后,揭示了功能相关的蛋白质相关聚类以及各组中与疾病相关的差异丰富蛋白质。代谢组学分析表明,DME 组的糖尿病和慢性高血糖控制不足,混杂因素的调整相关性不太明显。

结论

AH 蛋白浓度、白内障和苯肾上腺素/托吡卡胺散瞳是 AH 蛋白分析的重要混杂因素。考虑到这些因素时,AH 分析可以更清楚地揭示与疾病相关的因素。

翻译

Tianyi Li

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6fb8/11205237/0f5a523b536e/tvst-13-6-17-f001.jpg

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