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The Mutational Landscape of the Oncogenic MZF1 SCAN Domain in Cancer

Abstract

SCAN domains in zinc-finger transcription factors are crucial mediators of protein-protein interactions. Up to 240 SCAN-domain encoding genes have been identified throughout the human genome. These include cancer-related genes, such as the myeloid zinc finger 1 (), an oncogenic transcription factor involved in the progression of many solid cancers. The mechanisms by which SCAN homo- and heterodimers assemble and how they alter the transcriptional activity of zinc-finger transcription factors in cancer and other diseases remain to be investigated. Here, we provide the first description of the conformational ensemble of the MZF1 SCAN domain cross-validated against NMR experimental data, which are probes of structure and dynamics on different timescales. We investigated the protein-protein interaction network of MZF1 and how it is perturbed in different cancer types by the analyses of high-throughput proteomics and RNASeq data. Collectively, we integrated many computational approaches, ranging from simple empirical energy functions to all-atom microsecond molecular dynamics simulations and network analyses to unravel the effects of cancer-related substitutions in relation to MZF1 structure and interactions.

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References
1.
Li J, Duncan D, Zhang B . CanProVar: a human cancer proteome variation database. Hum Mutat. 2010; 31(3):219-28. PMC: 2829365. DOI: 10.1002/humu.21176. View

2.
Lindorff-Larsen K, Piana S, Palmo K, Maragakis P, Klepeis J, Dror R . Improved side-chain torsion potentials for the Amber ff99SB protein force field. Proteins. 2010; 78(8):1950-8. PMC: 2970904. DOI: 10.1002/prot.22711. View

3.
Tiberti M, Invernizzi G, Lambrughi M, Inbar Y, Schreiber G, Papaleo E . PyInteraph: a framework for the analysis of interaction networks in structural ensembles of proteins. J Chem Inf Model. 2014; 54(5):1537-51. DOI: 10.1021/ci400639r. View

4.
Sander T, Haas A, Peterson M, Morris J . Identification of a novel SCAN box-related protein that interacts with MZF1B. The leucine-rich SCAN box mediates hetero- and homoprotein associations. J Biol Chem. 2000; 275(17):12857-67. DOI: 10.1074/jbc.275.17.12857. View

5.
Leek J, Johnson W, Parker H, Jaffe A, Storey J . The sva package for removing batch effects and other unwanted variation in high-throughput experiments. Bioinformatics. 2012; 28(6):882-3. PMC: 3307112. DOI: 10.1093/bioinformatics/bts034. View