Program in Neurogenetics, Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA 90095, USA.
Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA.
Cell Rep. 2020 Jun 23;31(12):107807. doi: 10.1016/j.celrep.2020.107807.
Data-driven analyses are increasingly valued in modern medicine. We integrate quantitative proteomics and transcriptomics from over 1,000 post-mortem brains from six cohorts representing Alzheimer's disease (AD), asymptomatic AD, progressive supranuclear palsy (PSP), and control patients from the Accelerating Medicines Partnership - Alzheimer's Disease consortium. We define robust co-expression trajectories related to disease progression, including early neuronal, microglial, astrocyte, and immune response modules, and later mRNA splicing and mitochondrial modules. The majority of, but not all, modules are conserved at the transcriptomic level, including module C3, which is only observed in proteome networks and enriched in mitogen-activated protein kinase (MAPK) signaling. Genetic risk enriches in modules changing early in disease and indicates that AD and PSP have distinct causal biological drivers at the pathway level, despite aspects of similar pathology, including synaptic loss and glial inflammatory changes. The conserved, high-confidence proteomic changes enriched in genetic risk represent targets for drug discovery.
数据驱动的分析在现代医学中越来越受到重视。我们整合了来自六个队列的超过 1000 个死后大脑的定量蛋白质组学和转录组学数据,这些队列代表了阿尔茨海默病(AD)、无症状 AD、进行性核上性麻痹(PSP)以及来自加速药物合作联盟-阿尔茨海默病协会的对照组患者。我们定义了与疾病进展相关的稳健共表达轨迹,包括早期神经元、小胶质细胞、星形胶质细胞和免疫反应模块,以及后期的 mRNA 剪接和线粒体模块。大多数模块(但不是全部)在转录组水平上是保守的,包括模块 C3,它仅在蛋白质组网络中观察到,并且富含丝裂原活化蛋白激酶(MAPK)信号。遗传风险在疾病早期变化的模块中富集,并表明 AD 和 PSP 在通路水平上具有不同的因果生物学驱动因素,尽管存在一些相似的病理学特征,包括突触丧失和神经胶质炎症变化。在遗传风险中富集的保守、高可信度的蛋白质组变化代表了药物发现的靶点。