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利用多组学分析和系统生物学研究TOMM34的功能。

Exploiting Multi-Omics Profiling and Systems Biology to Investigate Functions of TOMM34.

作者信息

Poverennaya Ekaterina V, Pyatnitskiy Mikhail A, Dolgalev Georgii V, Arzumanian Viktoria A, Kiseleva Olga I, Kurbatov Ilya Yu, Kurbatov Leonid K, Vakhrushev Igor V, Romashin Daniil D, Kim Yan S, Ponomarenko Elena A

机构信息

Institute of Biomedical Chemistry, Moscow 119121, Russia.

Faculty Of Computer Science, National Research University Higher School of Economics, Moscow 101000, Russia.

出版信息

Biology (Basel). 2023 Jan 28;12(2):198. doi: 10.3390/biology12020198.

Abstract

Although modern biology is now in the post-genomic era with vastly increased access to high-quality data, the set of human genes with a known function remains far from complete. This is especially true for hundreds of mitochondria-associated genes, which are under-characterized and lack clear functional annotation. However, with the advent of multi-omics profiling methods coupled with systems biology algorithms, the cellular role of many such genes can be elucidated. Here, we report genes and pathways associated with , Translocase of Outer Mitochondrial Membrane, which plays role in the mitochondrial protein import as a part of cytosolic complex together with Hsp70/Hsp90 and is upregulated in various cancers. We identified genes, proteins, and metabolites altered in HepG2 cells. To our knowledge, this is the first attempt to study the functional capacity of using a multi-omics strategy. We demonstrate that affects various processes including oxidative phosphorylation, citric acid cycle, metabolism of purine, and several amino acids. Besides the analysis of already known pathways, we utilized de novo network enrichment algorithm to extract novel perturbed subnetworks, thus obtaining evidence that potentially plays role in several other cellular processes, including NOTCH-, MAPK-, and STAT3-signaling. Collectively, our findings provide new insights into 's cellular functions.

摘要

尽管现代生物学如今已进入后基因组时代,获取高质量数据的途径大幅增加,但功能已知的人类基因集仍远未完整。对于数百个与线粒体相关的基因而言尤其如此,这些基因的特征描述不足且缺乏明确的功能注释。然而,随着多组学分析方法与系统生物学算法的出现,许多此类基因的细胞作用得以阐明。在此,我们报告了与外膜转位酶相关的基因和通路,外膜转位酶在线粒体蛋白导入中发挥作用,它作为胞质复合物的一部分与热休克蛋白70/热休克蛋白90共同作用,且在多种癌症中上调。我们鉴定了在肝癌细胞系HepG2中发生改变的基因、蛋白质和代谢物。据我们所知,这是首次尝试使用多组学策略研究(外膜转位酶)的功能能力。我们证明(外膜转位酶)影响多种过程,包括氧化磷酸化、柠檬酸循环、嘌呤代谢以及几种氨基酸的代谢。除了对已知通路的分析,我们利用从头网络富集算法提取新的受干扰子网,从而获得证据表明(外膜转位酶)可能在其他几个细胞过程中发挥作用,包括NOTCH、MAPK和STAT3信号传导。总的来说,我们的研究结果为(外膜转位酶)的细胞功能提供了新的见解。

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