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基于 LC-MS/MS 的蛋白质组学方法鉴定 1 型发作性睡病患者的候选血清生物标志物。

LC-MS/MS-Based Proteomics Approach for the Identification of Candidate Serum Biomarkers in Patients with Narcolepsy Type 1.

机构信息

Chemistry and Biochemistry Department, Texas Tech University, Lubbock, TX 79409, USA.

Faculty of Biochemistry and Molecular Genetics, American University of Beirut, Beirut 1107 2020, Lebanon.

出版信息

Biomolecules. 2023 Feb 23;13(3):420. doi: 10.3390/biom13030420.

Abstract

Narcolepsy type 1 (NT1) is the most common type of narcolepsy known to be caused by the loss of specific neurons responsible for producing peptide neurotransmitters (orexins/hypocretins), resulting in a sleep-wake cycle disorder. It is characterized by its association with cataplexy and abnormalities in rapid eye movement. To date, no cure has been established for this life-threatening condition. Misdiagnosis of NT1 is also quite common, although it is not exceedingly rare. Therefore, successfully identifying candidate serum biomarkers for NT1 would be a head start for accurate diagnosis and development of therapeutics for this disorder. This study aims to identify such potential serum biomarkers. A depletion protocol was employed for 27 human serum samples (16 NT1 and 11 healthy controls), followed by applying LC-MS/MS bottom-up proteomics analysis, then LC-PRM-MS for validation. The comparison of the proteome profiles of the low-abundant proteins in the samples was then investigated based on age, sex, sample groups, and the presence of the Human Leukocyte Antigen (HLA) DQB1*0602 allele. The results were tracked to gene expression studies as well as system biology to identify key proteins and understand their relationship in the pathogenesis of NT1. Our results revealed 36 proteins significantly and differentially expressed. Among the impaired pathways and bioprocesses, the complement activation pathway is impaired by six of the differentially expressed proteins (DEPs). They are coded by the genes C2, CFB, C5, C1R, C1S, and MASP1, while 11 DEPs are involved in Acute Phase Response Signaling (APRS), which are coded by the genes FN1, AMBP, APOH, CFB, CP, ITIH2, C5, C2, F2, C1, and ITIH4. The combined AUCs of the downregulated and upregulated DEPs are 0.95 and 0.76, respectively. Overall, this study reveals potential serum-protein biomarkers of NT1 and explains the possible correlation between the biomarkers and pathophysiological effects, as well as important biochemical pathways involved in NT1.

摘要

发作性睡病 1 型(NT1)是最常见的一种发作性睡病,其病因是产生肽神经递质(食欲素/下丘脑分泌素)的特定神经元丧失,导致睡眠-觉醒周期紊乱。其特征是与猝倒和快速眼动异常有关。迄今为止,这种危及生命的疾病还没有治愈方法。NT1 的误诊也很常见,尽管并不罕见。因此,成功识别 NT1 的候选血清生物标志物将为这种疾病的准确诊断和治疗药物的开发提供一个良好的开端。本研究旨在确定这种潜在的血清生物标志物。我们采用了一种消耗方案,对 27 个人血清样本(16 个 NT1 和 11 个健康对照)进行了处理,然后进行了 LC-MS/MS 自上而下的蛋白质组学分析,接着进行了 LC-PRM-MS 验证。然后根据年龄、性别、样本组和人类白细胞抗原(HLA)DQB1*0602 等位基因,对样本中低丰度蛋白的蛋白质组图谱进行了比较。结果还与基因表达研究和系统生物学进行了跟踪,以确定关键蛋白及其在 NT1 发病机制中的关系。我们的结果显示有 36 种蛋白质显著且差异表达。在受损的途径和生物过程中,有 6 种差异表达蛋白(DEPs)导致补体激活途径受损,它们由基因 C2、CFB、C5、C1R、C1S 和 MASP1 编码,而 11 个 DEPs 参与急性相反应信号转导(APRS),由基因 FN1、AMBP、APOH、CFB、CP、ITIH2、C5、C2、F2、C1 和 ITIH4 编码。下调和上调 DEPs 的联合 AUC 分别为 0.95 和 0.76。总的来说,本研究揭示了 NT1 的潜在血清蛋白生物标志物,并解释了生物标志物与病理生理效应之间的可能相关性,以及与 NT1 相关的重要生化途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9a5e/10046664/cfa756ae5d2e/biomolecules-13-00420-g001.jpg

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