College of Computer Science, Sichuan Normal University, Chengdu 610101, China.
West China School of Basic Medical Sciences and Forensic Medicine, Sichuan University, Chengdu 610041, China.
Aging (Albany NY). 2024 May 23;16(10):9072-9105. doi: 10.18632/aging.205856.
Alzheimer's disease (AD) is a progressive brain disorder marked by abnormal protein accumulation and resulting proteotoxicity. This study examines Chaperone-Mediated Autophagy (CMA), particularly substrate translocation into lysosomes, in AD. The study observes: (1) Increased substrate translocation activity into lysosomes, vital for CMA, aligns with AD progression, highlighted by gene upregulation and more efficient substrate delivery. (2) This CMA phase strongly correlates with AD's clinical symptoms; more proteotoxicity links to worse dementia, underscoring the need for active degradation. (3) Proteins like GFAP and LAMP2A, when upregulated, almost certainly indicate AD risk, marking this process as a significant AD biomarker. Based on these observations, this study proposes the following hypothesis: As AD progresses, the aggregation of pathogenic proteins increases, the process of substrate entry into lysosomes via CMA becomes active. The genes associated with this process exhibit heightened sensitivity to AD. This conclusion stems from an analysis of over 10,000 genes and 363 patients using two AI methodologies. These methodologies were instrumental in identifying genes highly sensitive to AD and in mapping the molecular networks that respond to the disease, thereby highlighting the significance of this critical phase of CMA.
阿尔茨海默病(AD)是一种进行性的大脑紊乱,其特征是异常蛋白质的积累和由此产生的毒性。本研究探讨了伴侣介导的自噬(CMA),特别是底物向溶酶体的转运,在 AD 中的作用。该研究观察到:(1)参与 CMA 的底物向溶酶体的转运活性增加,与 AD 的进展一致,这一过程表现为基因上调和更有效的底物传递。(2)这一 CMA 阶段与 AD 的临床症状强烈相关;更多的毒性蛋白与更严重的痴呆症相关,强调了需要进行积极的降解。(3)GFAP 和 LAMP2A 等蛋白质的上调几乎肯定表明存在 AD 风险,这标志着这一过程是一个重要的 AD 生物标志物。基于这些观察,本研究提出了以下假设:随着 AD 的进展,致病蛋白的聚集增加,通过 CMA 进入溶酶体的底物进入过程变得活跃。与这一过程相关的基因对 AD 表现出更高的敏感性。这一结论源于对 10000 多个基因和 363 名患者使用两种 AI 方法的分析。这些方法在识别对 AD 高度敏感的基因和绘制对疾病做出反应的分子网络方面发挥了重要作用,从而突出了 CMA 这一关键阶段的重要性。