Lipner Ettie M, Garcia Benjamin J, Strong Michael
Center for Genes, Environment, and Health, National Jewish Health, Denver, Colorado, United States of America.
Computational Bioscience Program, University of Colorado Denver, School of Medicine, Aurora, Colorado, United States of America.
PLoS One. 2016 Jan 11;11(1):e0146585. doi: 10.1371/journal.pone.0146585. eCollection 2016.
Tuberculosis and nontuberculous mycobacterial infections constitute a high burden of pulmonary disease in humans, resulting in over 1.5 million deaths per year. Building on the premise that genetic factors influence the instance, progression, and defense of infectious disease, we undertook a systems biology approach to investigate relationships among genetic factors that may play a role in increased susceptibility or control of mycobacterial infections. We combined literature and database mining with network analysis and pathway enrichment analysis to examine genes, pathways, and networks, involved in the human response to Mycobacterium tuberculosis and nontuberculous mycobacterial infections. This approach allowed us to examine functional relationships among reported genes, and to identify novel genes and enriched pathways that may play a role in mycobacterial susceptibility or control. Our findings suggest that the primary pathways and genes influencing mycobacterial infection control involve an interplay between innate and adaptive immune proteins and pathways. Signaling pathways involved in autoimmune disease were significantly enriched as revealed in our networks. Mycobacterial disease susceptibility networks were also examined within the context of gene-chemical relationships, in order to identify putative drugs and nutrients with potential beneficial immunomodulatory or anti-mycobacterial effects.
结核病和非结核分枝杆菌感染给人类带来了沉重的肺部疾病负担,每年导致超过150万人死亡。基于遗传因素会影响传染病的发生、发展及防御这一前提,我们采用系统生物学方法来研究可能在增加分枝杆菌感染易感性或控制感染方面发挥作用的遗传因素之间的关系。我们将文献和数据库挖掘与网络分析及通路富集分析相结合,以研究参与人类对结核分枝杆菌和非结核分枝杆菌感染反应的基因、通路及网络。这种方法使我们能够研究已报道基因之间的功能关系,并识别可能在分枝杆菌易感性或控制方面发挥作用的新基因和富集通路。我们的研究结果表明,影响分枝杆菌感染控制的主要通路和基因涉及固有免疫蛋白和适应性免疫蛋白及通路之间的相互作用。正如我们在网络中所揭示的,自身免疫性疾病相关的信号通路显著富集。我们还在基因-化学关系的背景下研究了分枝杆菌病易感性网络,以识别具有潜在有益免疫调节或抗分枝杆菌作用的推定药物和营养素。