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系统生物学在肝脏病学中的应用及方法。

Systems biology in hepatology: approaches and applications.

机构信息

Science for Life Laboratory, KTH - Royal Institute of Technology, Stockholm, Sweden.

Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden.

出版信息

Nat Rev Gastroenterol Hepatol. 2018 Jun;15(6):365-377. doi: 10.1038/s41575-018-0007-8.

Abstract

Detailed insights into the biological functions of the liver and an understanding of its crosstalk with other human tissues and the gut microbiota can be used to develop novel strategies for the prevention and treatment of liver-associated diseases, including fatty liver disease, cirrhosis, hepatocellular carcinoma and type 2 diabetes mellitus. Biological network models, including metabolic, transcriptional regulatory, protein-protein interaction, signalling and co-expression networks, can provide a scaffold for studying the biological pathways operating in the liver in connection with disease development in a systematic manner. Here, we review studies in which biological network models were used to integrate multiomics data to advance our understanding of the pathophysiological responses of complex liver diseases. We also discuss how this mechanistic approach can contribute to the discovery of potential biomarkers and novel drug targets, which might lead to the design of targeted and improved treatment strategies. Finally, we present a roadmap for the successful integration of models of the liver and other human tissues with the gut microbiota to simulate whole-body metabolic functions in health and disease.

摘要

深入了解肝脏的生物学功能,以及理解其与其他人体组织和肠道微生物群的相互作用,可以用于开发预防和治疗与肝脏相关疾病(包括脂肪肝、肝硬化、肝细胞癌和 2 型糖尿病)的新策略。生物网络模型,包括代谢、转录调控、蛋白质-蛋白质相互作用、信号和共表达网络,可以为研究与疾病发展相关的肝脏生物学途径提供一个系统的研究框架。在这里,我们综述了使用生物网络模型整合多组学数据以深入了解复杂肝脏疾病的病理生理反应的研究。我们还讨论了这种机制方法如何有助于发现潜在的生物标志物和新的药物靶点,从而可能导致设计针对特定疾病的治疗策略和改进治疗策略。最后,我们提出了一个路线图,用于成功整合肝脏和其他人体组织与肠道微生物群的模型,以模拟健康和疾病状态下的全身代谢功能。

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