Ligand Discovery for the Alanine-Serine-Cysteine Transporter (ASCT2, SLC1A5) from Homology Modeling and Virtual Screening

The Alanine-Serine-Cysteine transporter ASCT2 (SLC1A5) is a membrane protein that transports neutral amino acids into cells in exchange for outward movement of intracellular amino acids. ASCT2 is highly expressed in peripheral tissues such as the lung and intestines where it contributes to the homeostasis of intracellular concentrations of neutral amino acids. ASCT2 also plays an important role in the development of a variety of cancers such as melanoma by transporting amino acid nutrients such as glutamine into the proliferating tumors. Therefore, ASCT2 is a key drug target with potentially great pharmacological importance. Here, we identify seven ASCT2 ligands by computational modeling and experimental testing. In particular, we construct homology models based on crystallographic structures of the aspartate transporter GltPh in two different conformations. Optimization of the models’ binding sites for protein-ligand complementarity reveals new putative pockets that can be targeted via structure-based drug design. Virtual screening of drugs, metabolites, fragments-like, and lead-like molecules from the ZINC database, followed by experimental testing of 14 top hits with functional measurements using electrophysiological methods reveals seven ligands, including five activators and two inhibitors. For example, aminooxetane-3-carboxylate is a more efficient activator than any other known ASCT2 natural or unnatural substrate. Furthermore, two of the hits inhibited ASCT2 mediated glutamine uptake and proliferation of a melanoma cancer cell line. Our results improve our understanding of how substrate specificity is determined in amino acid transporters, as well as provide novel scaffolds for developing chemical tools targeting ASCT2, an emerging therapeutic target for cancer and neurological disorders.

[1]  M. Gleave,et al.  Targeting ASCT2‐mediated glutamine uptake blocks prostate cancer growth and tumour development , 2015, The Journal of pathology.

[2]  G. Qing,et al.  ATF4 and N‐Myc coordinate glutamine metabolism in MYCN‐amplified neuroblastoma cells through ASCT2 activation , 2015, The Journal of pathology.

[3]  A. Schlessinger,et al.  DFGmodel: Predicting Protein Kinase Structures in Inactive States for Structure-Based Discovery of Type-II Inhibitors , 2014, ACS chemical biology.

[4]  J. Rasko,et al.  Targeting glutamine transport to suppress melanoma cell growth , 2014, International journal of cancer.

[5]  J. Bajorath,et al.  Polypharmacology: challenges and opportunities in drug discovery. , 2014, Journal of medicinal chemistry.

[6]  Susumu Goto,et al.  Data, information, knowledge and principle: back to metabolism in KEGG , 2013, Nucleic Acids Res..

[7]  M. Gleave,et al.  Targeting amino acid transport in metastatic castration-resistant prostate cancer: effects on cell cycle, cell growth, and tumor development. , 2013, Journal of the National Cancer Institute.

[8]  Brian K. Shoichet,et al.  Ligand Pose and Orientational Sampling in Molecular Docking , 2013, PloS one.

[9]  A. Sali,et al.  SLC Classification: An Update , 2013, Clinical pharmacology and therapeutics.

[10]  C. Grewer,et al.  Voltage-dependent processes in the electroneutral amino acid exchanger ASCT2 , 2013, The Journal of general physiology.

[11]  K. Traynor Canagliflozin approved for type 2 diabetes. , 2013, American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists.

[12]  M. Leuenberger,et al.  The SLC1 high-affinity glutamate and neutral amino acid transporter family. , 2013, Molecular aspects of medicine.

[13]  Avner Schlessinger,et al.  Molecular modeling and ligand docking for solute carrier (SLC) transporters. , 2013, Current topics in medicinal chemistry.

[14]  A. Sali,et al.  Structure-based ligand discovery for the Large-neutral Amino Acid Transporter 1, LAT-1 , 2013, Proceedings of the National Academy of Sciences.

[15]  R. Vandenberg,et al.  Molecular Determinants for Functional Differences between Alanine-Serine-Cysteine Transporter 1 and Other Glutamate Transporter Family Members* , 2013, The Journal of Biological Chemistry.

[16]  Jack H. Freed,et al.  Conformational ensemble of the sodium coupled aspartate transporter , 2012, Nature Structural &Molecular Biology.

[17]  P. Massion,et al.  SLC1A5 Mediates Glutamine Transport Required for Lung Cancer Cell Growth and Survival , 2012, Clinical Cancer Research.

[18]  D. Tweedie,et al.  Highlights from the International Transporter Consortium Second Workshop , 2012, Clinical pharmacology and therapeutics.

[19]  A. Sali,et al.  High Selectivity of the γ-Aminobutyric Acid Transporter 2 (GAT-2, SLC6A13) Revealed by Structure-based Approach* , 2012, The Journal of Biological Chemistry.

[20]  Michael M. Mysinger,et al.  Directory of Useful Decoys, Enhanced (DUD-E): Better Ligands and Decoys for Better Benchmarking , 2012, Journal of medicinal chemistry.

[21]  H. Weinstein,et al.  Structural Intermediates in a Model of the Substrate Translocation Path of the Bacterial Glutamate Transporter Homologue GltPh , 2012, The journal of physical chemistry. B.

[22]  C. Grewer,et al.  Defining Substrate and Blocker Activity of Alanine-Serine-Cysteine Transporter 2 (ASCT2) Ligands with Novel Serine Analogs , 2012, Molecular Pharmacology.

[23]  H. Weinstein,et al.  Structural Intermediates in a Model of the Substrate Translocation Path in the Bacterial Glutamate Transporter Homologue GltPh , 2012 .

[24]  Qian Wang,et al.  Androgen receptor and nutrient signaling pathways coordinate the demand for increased amino acid transport during prostate cancer progression. , 2011, Cancer research.

[25]  Avner Schlessinger,et al.  Structure-based discovery of prescription drugs that interact with the norepinephrine transporter, NET , 2011, Proceedings of the National Academy of Sciences.

[26]  Avner Schlessinger,et al.  Ligand Discovery from a Dopamine D3 Receptor Homology Model and Crystal Structure , 2011, Nature chemical biology.

[27]  Mark McGann,et al.  FRED Pose Prediction and Virtual Screening Accuracy , 2011, J. Chem. Inf. Model..

[28]  Joseph A. Bank,et al.  Supporting Online Material Materials and Methods Figs. S1 to S10 Table S1 References Movies S1 to S3 Atomic-level Characterization of the Structural Dynamics of Proteins , 2022 .

[29]  R. Dror,et al.  Improved side-chain torsion potentials for the Amber ff99SB protein force field , 2010, Proteins.

[30]  N. Reyes,et al.  Transport mechanism of a bacterial homologue of glutamate transporters , 2009, Nature.

[31]  Thomas J. Crisman,et al.  Inward-facing conformation of glutamate transporters as revealed by their inverted-topology structural repeats , 2009, Proceedings of the National Academy of Sciences.

[32]  Roland L. Dunbrack,et al.  proteins STRUCTURE O FUNCTION O BIOINFORMATICS Improved prediction of protein side-chain conformations with SCWRL4 , 2022 .

[33]  Gerhard Klebe,et al.  Molecular Docking Screens Using Comparative Models of Proteins , 2009, J. Chem. Inf. Model..

[34]  Baris E. Suzek,et al.  The Universal Protein Resource (UniProt) in 2010 , 2009, Nucleic Acids Res..

[35]  Jeffrey P. MacKeigan,et al.  Bidirectional Transport of Amino Acids Regulates mTOR and Autophagy , 2009, Cell.

[36]  A. Sali,et al.  How well can the accuracy of comparative protein structure models be predicted? , 2008, Protein science : a publication of the Protein Society.

[37]  B. Kanner,et al.  Substrates and Non-transportable Analogues Induce Structural Rearrangements at the Extracellular Entrance of the Glial Glutamate Transporter GLT-1/EAAT2* , 2008, Journal of Biological Chemistry.

[38]  N. Grishin,et al.  PROMALS3D: a tool for multiple protein sequence and structure alignments , 2008, Nucleic acids research.

[39]  Carsten Kutzner,et al.  GROMACS 4:  Algorithms for Highly Efficient, Load-Balanced, and Scalable Molecular Simulation. , 2008, Journal of chemical theory and computation.

[40]  F. Diederich,et al.  Fluorine in Pharmaceuticals: Looking Beyond Intuition , 2007, Science.

[41]  Eric Gouaux,et al.  Coupling substrate and ion binding to extracellular gate of a sodium-dependent aspartate transporter , 2007, Nature.

[42]  J. Irwin,et al.  Benchmarking sets for molecular docking. , 2006, Journal of medicinal chemistry.

[43]  A. Sali,et al.  Statistical potential for assessment and prediction of protein structures , 2006, Protein science : a publication of the Protein Society.

[44]  R. Bridges,et al.  The excitatory amino acid transporters: pharmacological insights on substrate and inhibitor specificity of the EAAT subtypes. , 2005, Pharmacology & therapeutics.

[45]  B. Fuchs,et al.  Amino acid transporters ASCT2 and LAT1 in cancer: partners in crime? , 2005, Seminars in cancer biology.

[46]  Christopher W Murray,et al.  Fragment-based lead discovery: leads by design. , 2005, Drug discovery today.

[47]  Brian K. Shoichet,et al.  Virtual screening of chemical libraries , 2004, Nature.

[48]  E. Gouaux,et al.  Structure of a glutamate transporter homologue from Pyrococcus horikoshii , 2004, Nature.

[49]  C. Grewer,et al.  New inhibitors for the neutral amino acid transporter ASCT2 reveal its Na+‐dependent anion leak , 2004, The Journal of physiology.

[50]  Natalie Watzke,et al.  The anion conductance of the glutamate transporter EAAC1 depends on the direction of glutamate transport , 2001, FEBS letters.

[51]  E. Bamberg,et al.  Early Intermediates in the Transport Cycle of the Neuronal Excitatory Amino Acid Carrier Eaac1 , 2001, The Journal of general physiology.

[52]  S. Bröer,et al.  Neutral amino acid transporter ASCT2 displays substrate-induced Na+ exchange and a substrate-gated anion conductance. , 2000, The Biochemical journal.

[53]  A. Bröer,et al.  The Astroglial ASCT2 Amino Acid Transporter as a Mediator of Glutamine Efflux , 1999, Journal of neurochemistry.

[54]  V. Ganapathy,et al.  Cloning of the Sodium-dependent, Broad-scope, Neutral Amino Acid Transporter Bo from a Human Placental Choriocarcinoma Cell Line* , 1996, The Journal of Biological Chemistry.

[55]  T. Blundell,et al.  Comparative protein modelling by satisfaction of spatial restraints. , 1993, Journal of molecular biology.

[56]  I. Kuntz Structure-Based Strategies for Drug Design and Discovery , 1992, Science.

[57]  O. Jardetzky,et al.  Simple Allosteric Model for Membrane Pumps , 1966, Nature.

[58]  María Martín,et al.  The Universal Protein Resource (UniProt) in 2010 , 2010 .

[59]  Berk Hess,et al.  P-LINCS:  A Parallel Linear Constraint Solver for Molecular Simulation. , 2008, Journal of chemical theory and computation.

[60]  Brian K. Shoichet,et al.  ZINC - A Free Database of Commercially Available Compounds for Virtual Screening , 2005, J. Chem. Inf. Model..

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

[62]  Hiroyuki Ogata,et al.  KEGG: Kyoto Encyclopedia of Genes and Genomes , 1999, Nucleic Acids Res..