Division of Translational Medicine and Chemical Biology, Science for Life Laboratory, Department of Molecular Biochemistry and Biophysics, Karolinska Institutet, Stockholm, 171 65, Sweden.
Faculty of Computer and Information Science, University of Ljubljana, SI-1000, Ljubljana, Slovenia.
Nat Commun. 2017 Nov 16;8(1):1541. doi: 10.1038/s41467-017-01642-w.
The NUDIX enzymes are involved in cellular metabolism and homeostasis, as well as mRNA processing. Although highly conserved throughout all organisms, their biological roles and biochemical redundancies remain largely unclear. To address this, we globally resolve their individual properties and inter-relationships. We purify 18 of the human NUDIX proteins and screen 52 substrates, providing a substrate redundancy map. Using crystal structures, we generate sequence alignment analyses revealing four major structural classes. To a certain extent, their substrate preference redundancies correlate with structural classes, thus linking structure and activity relationships. To elucidate interdependence among the NUDIX hydrolases, we pairwise deplete them generating an epistatic interaction map, evaluate cell cycle perturbations upon knockdown in normal and cancer cells, and analyse their protein and mRNA expression in normal and cancer tissues. Using a novel FUSION algorithm, we integrate all data creating a comprehensive NUDIX enzyme profile map, which will prove fundamental to understanding their biological functionality.
NUDIX 酶参与细胞代谢和内稳态以及 mRNA 处理。尽管在所有生物体中高度保守,但它们的生物学作用和生化冗余性在很大程度上仍不清楚。为了解决这个问题,我们全面解析了它们的个体特性和相互关系。我们纯化了 18 个人类 NUDIX 蛋白,并筛选了 52 种底物,提供了一个底物冗余图谱。使用晶体结构,我们生成了序列比对分析,揭示了四个主要的结构类别。在一定程度上,它们的底物偏好冗余与结构类别相关,从而将结构与活性联系起来。为了阐明 NUDIX 水解酶之间的相互依存关系,我们成对地消耗它们,生成了一个上位相互作用图谱,评估了在正常和癌细胞中敲低后的细胞周期干扰,并分析了它们在正常和癌症组织中的蛋白质和 mRNA 表达。我们使用一种新颖的 FUSION 算法,将所有数据整合到一个综合的 NUDIX 酶图谱中,这将为理解它们的生物学功能奠定基础。