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基于系统的整合代谢组学和 microRNA 分析鉴定人 X 连锁脑肾上腺脑白质营养不良脑的潜在分子改变。

System-based integrated metabolomics and microRNA analysis identifies potential molecular alterations in human X-linked cerebral adrenoleukodystrophy brain.

机构信息

Department of Public Health Science, Henry Ford Hospital, 2799 West Grand Blvd, Detroit, Michigan 48202, United States.

Department of Neurology, Henry Ford Hospital, 2799 West Grand Blvd, Detroit, Michigan 48202, United States.

出版信息

Hum Mol Genet. 2023 Nov 17;32(23):3249-3262. doi: 10.1093/hmg/ddad144.

Abstract

X-linked adrenoleukodystrophy is a severe demyelinating neurodegenerative disease mainly affecting males. The severe cerebral adrenoleukodystrophy (cALD) phenotype has a poor prognosis and underlying mechanism of onset and progression of neuropathology remains poorly understood. In this study we aim to integrate metabolomic and microRNA (miRNA) datasets to identify variances associated with cALD. Postmortem brain tissue samples from five healthy controls (CTL) and five cALD patients were utilized in this study. White matter from ALD patients was obtained from normal-appearing areas, away from lesions (NLA) and from the periphery of lesions- plaque shadow (PLS). Metabolomics was performed by gas chromatography coupled with time-of-flight mass spectrometry and miRNA expression analysis was performed by next generation sequencing (RNAseq). Principal component analysis revealed that among the three sample groups (CTL, NLA and PLS) there were 19 miRNA, including several novel miRNA, of which 17 were increased with disease severity and 2 were decreased. Untargeted metabolomics revealed 13 metabolites with disease severity-related patterns with 7 increased and 6 decreased with disease severity. Ingenuity pathway analysis of differentially altered metabolites and miRNA comparing CTL with NLA and NLA with PLS, identified several hubs of metabolite and signaling molecules and their upstream regulation by miRNA. The transomic approach to map the crosstalk between miRNA and metabolomics suggests involvement of specific molecular and metabolic pathways in cALD and offers opportunity to understand the complex underlying mechanism of disease severity in cALD.

摘要

X 连锁肾上腺脑白质营养不良是一种严重的脱髓鞘神经退行性疾病,主要影响男性。严重脑型肾上腺脑白质营养不良(cALD)表型预后不良,其发病和神经病理学进展的潜在机制仍知之甚少。在这项研究中,我们旨在整合代谢组学和 microRNA(miRNA)数据集,以确定与 cALD 相关的差异。本研究使用了来自 5 名健康对照(CTL)和 5 名 cALD 患者的死后脑组织样本。ALD 患者的白质取自正常外观区域(NLA)和病灶周围(PLS)。代谢组学通过气相色谱与飞行时间质谱联用进行,miRNA 表达分析通过下一代测序(RNAseq)进行。主成分分析显示,在三个样本组(CTL、NLA 和 PLS)中,有 19 种 miRNA,包括几种新的 miRNA,其中 17 种随着疾病的严重程度而增加,2 种随着疾病的严重程度而减少。非靶向代谢组学显示有 13 种代谢物与疾病严重程度相关,其中 7 种增加,6 种减少。CTL 与 NLA 以及 NLA 与 PLS 之间比较差异改变的代谢物和 miRNA 的 ingenuity 通路分析,确定了几个代谢物和信号分子的枢纽及其 miRNA 的上游调节。miRNA 和代谢组学之间相互作用的转组学方法表明,特定的分子和代谢途径参与了 cALD,并为理解 cALD 疾病严重程度的复杂潜在机制提供了机会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2517/10656705/433e74826b74/ddad144ga1.jpg

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