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分析假性剥脱综合征房水脂质组学。

Analyses of pseudoexfoliation aqueous humor lipidome.

机构信息

Bascom Palmer Eye Institute, University of Miami, Miami, Florida, USA.

Miami Integrative Metabolomics Research Center, University of Miami, Miami, USA.

出版信息

Mol Omics. 2022 Jun 13;18(5):387-396. doi: 10.1039/d1mo00495f.

DOI:10.1039/d1mo00495f
PMID:35485348
Abstract

Pseudoexfoliation syndrome (PEX) is a systemic disorder that manifests as a fluffy, proteinaceous fibrillar material throughout the body. In the eye, such deposits result in glaucoma (PEXG), due to impeding aqueous humor outflow. Serum lipid alterations and increased lipid peroxidation have been reported in PEX. We report the first ever comprehensive lipid profiling of the aqueous humor (AH) of PEXG. Our untargeted lipidomic analysis of 23 control, 19 primary open angle glaucoma (POAG), 9 PEX, and 14 PEXG AH patients resulted in the identification of 489 lipid species within 26 lipid classes across PEX, PEXG, POAG, and control AH samples. Multiple cholesterol esters (ChEs), phosphatidylcholines (PCs), triglycerides (TGs), and ceramides (Cers) were present in higher concentrations in the PEXG AH than in all other groups. CerG2GNAc1(d34 : 1) was enriched in control samples and depleted in both the PEX and PEXG samples. Machine learning prediction with three supervised logistic regression binary classification tasks showed (1) POAG control, with an 86% accuracy, (2) PEXG control, with a 71% accuracy and (3) PEX control, with an 86% accuracy. In conclusion, the analysis showed that the control (mean peak area 13.54 ± 6) had, on average, a higher total lipid content than the PEX, PEXG, and POAG AH samples. Elevations in Apolipoprotein A-I (APOA1) correlated with an increased abundance of PC lipid species in the AH of patients with PEXG. PC (18 : 0/18 : 2), PC (36 : 2), and PC (34 : 1e) are in low concentrations for PEX but are highly concentrated in PEXG, despite both having similar material deposits, suggesting that they are fundamentally different in composition.

摘要

假性剥脱综合征(PEX)是一种全身性疾病,表现为全身呈絮状、蛋白质纤维状物质。在眼睛中,这些沉积物导致青光眼(PEXG),因为它们阻碍房水流出。已有报道称 PEX 存在血清脂质改变和脂质过氧化增加。我们报告了首例 PEXG 房水(AH)的全面脂质分析。我们对 23 名对照、19 名原发性开角型青光眼(POAG)、9 名 PEX 和 14 名 PEXG AH 患者的非靶向脂质组学分析,在 PEX、PEXG、POAG 和对照 AH 样本中鉴定出 26 种脂质类别的 489 种脂质。在 PEXG AH 中,多种胆固醇酯(ChE)、磷脂酰胆碱(PC)、甘油三酯(TG)和神经酰胺(Cer)的浓度高于其他所有组。CerG2GNAc1(d34 : 1) 在对照样本中富集,在 PEX 和 PEXG 样本中耗尽。用三种有监督逻辑回归二进制分类任务进行的机器学习预测显示:(1)POAG 对照,准确率为 86%;(2)PEXG 对照,准确率为 71%;(3)PEX 对照,准确率为 86%。总之,分析表明,与 PEX、PEXG 和 POAG AH 样本相比,对照(平均峰面积 13.54 ± 6)的总脂质含量更高。载脂蛋白 A-I (APOA1) 的升高与 PEXG 患者 AH 中 PC 脂质种类的丰度增加相关。PC (18 : 0/18 : 2)、PC (36 : 2) 和 PC (34 : 1e) 在 PEX 中的浓度较低,但在 PEXG 中高度集中,尽管两者具有相似的物质沉积,但它们在组成上显然不同。

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