Department of Environmental and Occupational Health, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan.
Department of Geriatrics and Gerontology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 704, Taiwan.
ACS Chem Neurosci. 2024 Feb 7;15(3):527-538. doi: 10.1021/acschemneuro.3c00587. Epub 2024 Jan 25.
Hair emerged as a biospecimen for long-term investigation of endogenous metabolic perturbations, reflecting the chemical composition circulating in the blood over the past months. Despite its potential, the use of human hair for metabolomics in Alzheimer's disease (AD) research remains limited. Here, we performed both untargeted and targeted metabolomic approaches to profile the key metabolic pathways in the hair of 5xFAD mice, a widely used AD mouse model. Furthermore, we applied the discovered metabolites to human subjects. Hair samples were collected from 6-month-old 5xFAD mice, a stage marked by widespread accumulation of amyloid plaques in the brain, followed by sample preparation and high-resolution mass spectrometry analysis. Forty-five discriminatory metabolites were discovered in the hair of 6-month-old 5xFAD mice compared to wild-type control mice. Enrichment analysis revealed three key metabolic pathways: arachidonic acid metabolism, sphingolipid metabolism, and alanine, aspartate, and glutamate metabolism. Among these pathways, six metabolites demonstrated significant differences in the hair of 2-month-old 5xFAD mice, a stage prior to the onset of amyloid plaque deposition. These findings suggest their potential involvement in the early stages of AD pathogenesis. When evaluating 45 discriminatory metabolites for distinguishing patients with AD from nondemented controls, a combination of l-valine and arachidonic acid significantly differentiated these two groups, achieving a 0.88 area under the curve. Taken together, these findings highlight the potential of hair metabolomics in identifying disease-specific metabolic alterations and developing biomarkers for improving disease detection and monitoring.
头发成为长期研究内源性代谢紊乱的生物标本,反映了过去几个月内循环在血液中的化学组成。尽管具有潜力,但将人类头发用于阿尔茨海默病(AD)研究的代谢组学仍然有限。在这里,我们使用非靶向和靶向代谢组学方法来描绘 5xFAD 小鼠(一种广泛使用的 AD 小鼠模型)头发中的关键代谢途径。此外,我们将发现的代谢物应用于人类受试者。从 6 个月大的 5xFAD 小鼠收集头发样本,此时大脑中广泛积累淀粉样斑块,然后进行样品制备和高分辨率质谱分析。与野生型对照小鼠相比,在 6 个月大的 5xFAD 小鼠的头发中发现了 45 种有区别的代谢物。富集分析揭示了三个关键代谢途径:花生四烯酸代谢、鞘脂代谢和丙氨酸、天冬氨酸和谷氨酸代谢。在这些途径中,有 6 种代谢物在 2 个月大的 5xFAD 小鼠的头发中表现出显著差异,这一阶段早于淀粉样斑块沉积的发生。这些发现表明它们可能参与了 AD 发病机制的早期阶段。在评估区分 AD 患者和非痴呆对照的 45 种有区别的代谢物时,l-缬氨酸和花生四烯酸的组合显著区分了这两组,曲线下面积达到 0.88。总之,这些发现突出了头发代谢组学在识别疾病特异性代谢改变和开发改善疾病检测和监测的生物标志物方面的潜力。