Caberlotto Laura, Nguyen Thanh-Phuong
The Microsoft Research, University of Trento Centre for Computational Systems Biology (COSBI), Piazza Manifattura 1, 38068 Rovereto, Italy.
BMC Syst Biol. 2014 Jun 7;8:65. doi: 10.1186/1752-0509-8-65.
Neurodegenerative dementia comprises chronic and progressive illnesses with major clinical features represented by progressive and permanent loss of cognitive and mental performance, including impairment of memory and brain functions. Many different forms of neurodegenerative dementia exist, but they are all characterized by death of specific subpopulation of neurons and accumulation of proteins in the brain. We incorporated data from OMIM and primary molecular targets of drugs in the different phases of the drug discovery process to try to reveal possible hidden mechanism in neurodegenerative dementia. In the present study, a systems biology approach was used to investigate the molecular connections among seemingly distinct complex diseases with the shared clinical symptoms of dementia that could suggest related disease mechanisms.
Network analysis was applied to characterize an interaction network of disease proteins and drug targets, revealing a major role of metabolism and, predominantly, of autophagy process in dementia and, particularly, in tauopathies. Different phases of the autophagy molecular pathway appear to be implicated in the individual disease pathophysiology and specific drug targets associated to autophagy modulation could be considered for pharmacological intervention. In particular, in view of their centrality and of the direct association to autophagy proteins in the network, PP2A subunits could be suggested as a suitable molecular target for the development of novel drugs.
The present systems biology investigation identifies the autophagy pathway as a central dis-regulated process in neurodegenerative dementia with a prevalent involvement in diseases characterized by tau inclusion and indicates the disease-specific molecules in the pathway that could be considered for therapy.
神经退行性痴呆包括慢性和进行性疾病,其主要临床特征为认知和心理功能进行性和永久性丧失,包括记忆和脑功能损害。存在多种不同形式的神经退行性痴呆,但它们都以特定神经元亚群的死亡和大脑中蛋白质的积累为特征。我们整合了来自OMIM的数据以及药物发现过程不同阶段的药物主要分子靶点,试图揭示神经退行性痴呆中可能隐藏的机制。在本研究中,采用系统生物学方法来研究具有共同痴呆临床症状的看似不同的复杂疾病之间的分子联系,这些联系可能提示相关的疾病机制。
应用网络分析来表征疾病蛋白和药物靶点的相互作用网络,揭示了代谢,尤其是自噬过程在痴呆,特别是在tau蛋白病中的主要作用。自噬分子途径的不同阶段似乎与个体疾病的病理生理学有关,与自噬调节相关的特定药物靶点可考虑用于药物干预。特别是,鉴于其在网络中的中心地位以及与自噬蛋白的直接关联,PP2A亚基可被认为是开发新药的合适分子靶点。
本系统生物学研究确定自噬途径是神经退行性痴呆中一个核心的失调过程,在以tau蛋白包涵体为特征的疾病中普遍涉及,并指出了该途径中可考虑用于治疗的疾病特异性分子。