Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Emory University, Atlanta, GA 30322, USA.
Division of Pulmonary, Allergy and Critical Care Medicine, Department of Medicine, Emory University, Atlanta, GA 30322, USA.
Free Radic Biol Med. 2018 Feb 20;116:31-40. doi: 10.1016/j.freeradbiomed.2018.01.005. Epub 2018 Jan 6.
Mitochondrial activities are linked directly or indirectly to all cellular functions in aerobic eukaryotes. Omics methods enable new approaches to study functional organization of mitochondria and their adaptive and maladaptive network responses to bioenergetic fuels, physiologic demands, environmental challenges and aging. In this review, we consider mitochondria collectively within a multicellular organism as a macroscale "mitochondriome", functioning to organize bioenergetics and metabolism as an organism utilizes environmental resources and protects against environmental threats. We address complexities of knowledgebase-driven functional mapping of mitochondrial systems and then consider data-driven network mapping using omics methods. Transcriptome-metabolome-wide association study (TMWAS) shows connectivity and organization of nuclear transcription with mitochondrial transport systems in cellular responses to mitochondria-mediated toxicity. Integration of redox and respiratory measures with TMWAS shows central redox hubs separating systems linked to oxygen consumption rate and HO production. Combined redox proteomics, metabolomics and transcriptomics further shows that physiologic network structures can be visualized separately from toxicologic networks. These data-driven integrated omics methods create new opportunities for mitochondrial systems biology.
线粒体的活动直接或间接地与需氧真核生物的所有细胞功能相关联。组学方法为研究线粒体的功能组织及其对生物能源燃料、生理需求、环境挑战和衰老的适应性和失调性网络反应提供了新的途径。在这篇综述中,我们将多细胞生物中的线粒体视为一个宏观的“线粒体组”,作为一个组织,其功能是在生物体利用环境资源和抵御环境威胁的过程中,组织生物能量和新陈代谢。我们解决了基于知识库的线粒体系统功能映射的复杂性问题,然后考虑了使用组学方法进行数据驱动的网络映射。转录组-代谢组全关联研究(TMWAS)显示了核转录与线粒体运输系统在细胞对线粒体介导的毒性反应中的连接和组织。将氧化还原和呼吸测量与 TMWAS 相结合,表明中心氧化还原枢纽将与耗氧量和 HO 生成相关的系统分开。结合氧化还原蛋白质组学、代谢组学和转录组学进一步表明,生理网络结构可以与毒理学网络分开可视化。这些数据驱动的综合组学方法为线粒体系统生物学创造了新的机会。