Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Avenue du Swing 6, L-4367 Belvaux, Luxembourg.
National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, Maryland 20894, United States.
Environ Sci Technol. 2024 Mar 5;58(9):4181-4192. doi: 10.1021/acs.est.3c10490. Epub 2024 Feb 19.
Alzheimer's disease (AD) is a complex and multifactorial neurodegenerative disease, which is currently diagnosed via clinical symptoms and nonspecific biomarkers (such as Aβ, t-Tau, and p-Tau) measured in cerebrospinal fluid (CSF), which alone do not provide sufficient insights into disease progression. In this pilot study, these biomarkers were complemented with small-molecule analysis using non-target high-resolution mass spectrometry coupled with liquid chromatography (LC) on the CSF of three groups: AD, mild cognitive impairment (MCI) due to AD, and a non-demented (ND) control group. An open-source cheminformatics pipeline based on MS-DIAL and patRoon was enhanced using CSF- and AD-specific suspect lists to assist in data interpretation. Chemical Similarity Enrichment Analysis revealed a significant increase of hydroxybutyrates in AD, including 3-hydroxybutanoic acid, which was found at higher levels in AD compared to MCI and ND. Furthermore, a highly sensitive target LC-MS method was used to quantify 35 bile acids (BAs) in the CSF, revealing several statistically significant differences including higher dehydrolithocholic acid levels and decreased conjugated BA levels in AD. This work provides several promising small-molecule hypotheses that could be used to help track the progression of AD in CSF samples.
阿尔茨海默病(AD)是一种复杂的、多因素的神经退行性疾病,目前通过临床症状和脑脊液(CSF)中测量的非特异性生物标志物(如 Aβ、t-Tau 和 p-Tau)进行诊断,这些标志物单独使用并不能充分了解疾病的进展情况。在这项初步研究中,这些生物标志物与使用非靶向高分辨率质谱结合液相色谱(LC)对来自三组人群的 CSF 进行小分子分析进行了补充:AD、AD 导致的轻度认知障碍(MCI)和非痴呆(ND)对照组。基于 MS-DIAL 和 patRoon 的开源化学信息学管道使用 CSF 和 AD 特异性可疑列表进行了增强,以协助数据解释。化学相似性富集分析显示 AD 中羟丁酸的显著增加,包括 3-羟基丁酸,与 MCI 和 ND 相比,AD 中的 3-羟基丁酸水平更高。此外,还使用高度敏感的靶向 LC-MS 方法对 CSF 中的 35 种胆汁酸(BAs)进行了定量分析,发现了几个具有统计学意义的差异,包括 AD 中脱水石胆酸水平升高和结合型 BA 水平降低。这项工作提供了一些有前途的小分子假设,可以用于帮助跟踪 AD 在 CSF 样本中的进展。