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Abstract
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.
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1 Division of Translational Medicine and Chemical Biology, Science for Life Laboratory, Department of Molecular Biochemistry and Biophysics, Karolinska Institutet, Stockholm, Sweden
2 Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia; Department of Computer Science, Stanford University, Palo Alto, CA, USA
3 Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden
4 Cell Profiling—Affinity Proteomics, Science for Life Laboratory, KTH—Royal Institute of Technology, Stockholm, Sweden
5 Department of Immunology, Genetics and Pathology, Science for Life Laboratory, Uppsala, Sweden
6 Centre for Image Analysis and Science for Life Laboratory, Uppsala University, Uppsala, Sweden
7 Biochemical and Cellular Screening Facility, Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Stockholm, Sweden
8 Stockholm Bioinformatics Center, Science for Life Laboratory, Department of Biochemistry and Biophysics, Stockholm University, Solna, Sweden
9 Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia; Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA