Determination and validation of mTOR kinase-domain 3D structure by homology modeling

The AKT/mammalian target of rapamycin (mTOR) pathway is considered as one of the commonly activated and deregulated signaling pathways in human cancer. mTOR is associated with other proteins in two molecular complexes: mTOR complex 1/Raptor and the mTOR complex 2/Rictor. Using the crystal structure of the related lipid kinase PI3Kγ, we built a model of the catalytic region of mTOR. The modeling of the three-dimensional (3D) structure of the mTOR was performed by homology modeling program SWISS-MODEL. The quality and validation of the obtained model were performed using PROCHECK and PROVE softwares. The overall stereochemical property of the protein was assessed by the Ramachandran plot. The model validation was also done by docking of known inhibitors. In this paper, we describe and validate a 3D model for the mTOR catalytic site.

[1]  A. Zask,et al.  Recent advances in the development of selective, ATP-competitive inhibitors of mTOR. , 2010, Current opinion in drug discovery & development.

[2]  M. Taha,et al.  Pharmacophore modeling, homology modeling, and in silico screening reveal mammalian target of rapamycin inhibitory activities for sotalol, glyburide, metipranolol, sulfamethizole, glipizide, and pioglitazone. , 2013, Journal of molecular graphics & modelling.

[3]  D. Eisenberg,et al.  VERIFY3D: assessment of protein models with three-dimensional profiles. , 1997, Methods in enzymology.

[4]  Torsten Schwede,et al.  BIOINFORMATICS Bioinformatics Advance Access published November 12, 2005 The SWISS-MODEL Workspace: A web-based environment for protein structure homology modelling , 2022 .

[5]  Hongyu Zhou,et al.  Chinese Anti鄄 Cancer a Ssociation , 2022 .

[6]  M. Murakami,et al.  mTOR Is Essential for Growth and Proliferation in Early Mouse Embryos and Embryonic Stem Cells , 2004, Molecular and Cellular Biology.

[7]  T. Schwede,et al.  Protein structure homology modeling using SWISS-MODEL workspace , 2008, Nature Protocols.

[8]  Arthur J. Olson,et al.  AutoDock Vina: Improving the speed and accuracy of docking with a new scoring function, efficient optimization, and multithreading , 2009, J. Comput. Chem..

[9]  D. Eisenberg,et al.  A method to identify protein sequences that fold into a known three-dimensional structure. , 1991, Science.

[10]  Torsten Schwede,et al.  The SWISS-MODEL Repository and associated resources , 2008, Nucleic Acids Res..

[11]  Garrett M Morris,et al.  Using AutoDock for Ligand‐Receptor Docking , 2008, Current protocols in bioinformatics.

[12]  J. Thornton,et al.  PROCHECK: a program to check the stereochemical quality of protein structures , 1993 .

[13]  T. Ran,et al.  A selectivity study on mTOR/PI3Kα inhibitors by homology modeling and 3D-QSAR , 2011, Journal of Molecular Modeling.

[14]  Yongzhou Hu,et al.  Furthering the design and the discovery of small molecule ATP-competitive mTOR inhibitors as an effective cancer treatment , 2013, Expert opinion on drug discovery.

[15]  Paul Tempst,et al.  GbetaL, a positive regulator of the rapamycin-sensitive pathway required for the nutrient-sensitive interaction between raptor and mTOR. , 2003, Molecular cell.

[16]  Stuart L. Schreiber,et al.  A mammalian protein targeted by G1-arresting rapamycin–receptor complex , 1994, Nature.

[17]  W. Delano The PyMOL Molecular Graphics System , 2002 .

[18]  Michael N. Hall,et al.  TOR signalling in bugs, brain and brawn , 2003, Nature Reviews Molecular Cell Biology.

[19]  A. Gingras,et al.  The target of rapamycin (TOR) proteins , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[20]  Robbie Loewith,et al.  Active-Site Inhibitors of mTOR Target Rapamycin-Resistant Outputs of mTORC1 and mTORC2 , 2009, PLoS biology.

[21]  X. Zheng,et al.  Targeting the mTOR kinase domain: the second generation of mTOR inhibitors. , 2011, Drug discovery today.

[22]  A. Tobak Construction of the 3D structure of the mTOR kinase-domain and discovery of novel mTOR inhibitors , 2007 .

[23]  D. Eisenberg,et al.  Assessment of protein models with three-dimensional profiles , 1992, Nature.

[24]  David S. Goodsell,et al.  AutoDock4 and AutoDockTools4: Automated docking with selective receptor flexibility , 2009, J. Comput. Chem..

[25]  T. Yeates,et al.  Verification of protein structures: Patterns of nonbonded atomic interactions , 1993, Protein science : a publication of the Protein Society.

[26]  G. N. Ramachandran,et al.  Conformation of polypeptides and proteins. , 1968, Advances in protein chemistry.

[27]  M. Hall,et al.  TOR Signaling in Growth and Metabolism , 2006, Cell.

[28]  Paul Tempst,et al.  RAFT1: A mammalian protein that binds to FKBP12 in a rapamycin-dependent fashion and is homologous to yeast TORs , 1994, Cell.

[29]  Funda Meric-Bernstam,et al.  Deciphering the role of PI3K/Akt/mTOR pathway in breast cancer biology and pathogenesis. , 2010, Clinical breast cancer.