Protein crystallography and fragment-based drug design.

Crystallography is a major tool for structure-driven drug design, as it allows knowledge of the 3D structure of protein targets and protein-ligand complexes. However, the route for crystal structure determination involves many steps, some of which may hamper its high-throughput use. Recent efforts have produced significant advances in experimental and computational tools and protocols. They include automatic crystallization tools, faster data collection devices, more efficient phasing methods and improved ligand-fitting procedures. The timescales of drug-discovery processes have been also reduced by using a fragment-based screening approach. Herein, the achievements in protein crystallography over the last 5 years are reviewed, and advantages and disadvantages of the fragment-based approaches to drug discovery that make use of x-ray crystallography as a primary screening method are examined. In particular, in some detail, five recent case studies pertaining to the development of new hits or leads in relevant therapeutic areas, such as cancer, immune response, inflammation, metabolic syndrome and neurology are described.

[1]  Sandor Vajda,et al.  Characterization of protein-ligand interaction sites using experimental and computational methods. , 2006, Current opinion in drug discovery & development.

[2]  James M. Woolven,et al.  Fragment-based discovery of bromodomain inhibitors part 1: inhibitor binding modes and implications for lead discovery. , 2012, Journal of medicinal chemistry.

[3]  Yasser Heakal,et al.  Vemurafenib (PLX4032): An Orally Available Inhibitor of Mutated BRAF for the Treatment of Metastatic Melanoma , 2011, The Annals of pharmacotherapy.

[4]  Brian Pease,et al.  Discovery of Leukotriene A4 Hydrolase Inhibitors Using Metabolomics Biased Fragment Crystallography† , 2009, Journal of medicinal chemistry.

[5]  C. Giacovazzo,et al.  A practical study of the electron‐density‐map variance , 2012 .

[6]  N. Henderson,et al.  The regulation of inflammation by galectin‐3 , 2009, Immunological reviews.

[7]  D. J. Peake,et al.  Improved count rate corrections for highest data quality with PILATUS detectors , 2012, Journal of synchrotron radiation.

[8]  Randy J. Read,et al.  Using SAD data in Phaser , 2011, Acta crystallographica. Section D, Biological crystallography.

[9]  M. Congreve,et al.  A 'rule of three' for fragment-based lead discovery? , 2003, Drug discovery today.

[10]  E. Drioli,et al.  Direct production of carbamazepine–saccharin cocrystals from water/ethanol solvent mixtures by membrane-based crystallization technology , 2011 .

[11]  Gianni Chessari,et al.  Fragment-based discovery of mexiletine derivatives as orally bioavailable inhibitors of urokinase-type plasminogen activator. , 2008, Journal of medicinal chemistry.

[12]  M. Akke,et al.  The Carbohydrate-Binding Site in Galectin-3 Is Preorganized To Recognize a Sugarlike Framework of Oxygens: Ultra-High-Resolution Structures and Water Dynamics , 2011, Biochemistry.

[13]  M. Congreve,et al.  Recent developments in fragment-based drug discovery. , 2008, Journal of medicinal chemistry.

[14]  Kenichiro Fujiwara,et al.  In-crystal affinity ranking of fragment hit compounds reveals a relationship with their inhibitory activities , 2011 .

[15]  R. Godemann,et al.  Fragment-based discovery of BACE1 inhibitors using functional assays. , 2009, Biochemistry.

[16]  Peter Main,et al.  Histogram matching as a new density modification technique for phase refinement and extension of protein molecules , 1990 .

[17]  Paul Emsley,et al.  Handling ligands with Coot , 2012 .

[18]  Aaron J. Oakley,et al.  Fragment-Based Screening by Protein Crystallography: Successes and Pitfalls , 2012, International journal of molecular sciences.

[19]  A. Gibbs,et al.  Optimization of a pyrazole hit from FBDD into a novel series of indazoles as ketohexokinase inhibitors. , 2011, Bioorganic & medicinal chemistry letters.

[20]  Hsiao-Chin Hong,et al.  Galectin-1-Mediated Tumor Invasion and Metastasis, Up-Regulated Matrix Metalloproteinase Expression, and Reorganized Actin Cytoskeletons , 2009, Molecular Cancer Research.

[21]  Kam Y. J. Zhang,et al.  Clinical efficacy of a RAF inhibitor needs broad target blockade in BRAF-mutant melanoma , 2010, Nature.

[22]  A. Welm,et al.  Modulation of Glucose Transporter 1 (GLUT1) Expression Levels Alters Mouse Mammary Tumor Cell Growth In Vitro and In Vivo , 2011, PloS one.

[23]  Munish Puri,et al.  Molecular recognition of physiological substrate noradrenaline by the adrenaline-synthesizing enzyme PNMT and factors influencing its methyltransferase activity. , 2009, The Biochemical journal.

[24]  W. Guida,et al.  Fragment-based and structure-guided discovery and optimization of Rho kinase inhibitors. , 2012, Journal of medicinal chemistry.

[25]  R. Kiss,et al.  Galectin-inhibitory thiodigalactoside ester derivatives have antimigratory effects in cultured lung and prostate cancer cells. , 2008, Journal of medicinal chemistry.

[26]  G. Klebe,et al.  Experimental and Computational Active Site Mapping as a Starting Point to Fragment‐Based Lead Discovery , 2012, ChemMedChem.

[27]  Benedetta Carrozzini,et al.  Advances in the EDM-DEDM procedure. , 2009, Acta crystallographica. Section D, Biological crystallography.

[28]  W N Hunter,et al.  Structure of trypanothione reductase from Crithidia fasciculata at 2.6 A resolution; enzyme-NADP interactions at 2.8 A resolution. , 1994, Acta crystallographica. Section D, Biological crystallography.

[29]  Robert M Stroud,et al.  A general protocol for the crystallization of membrane proteins for X-ray structural investigation , 2009, Nature Protocols.

[30]  Frank Guarnieri,et al.  Discovery of a novel class of non-ATP site DFG-out state p38 inhibitors utilizing computationally assisted virtual fragment-based drug design (vFBDD). , 2011, Bioorganic & medicinal chemistry letters.

[31]  David M. Wilson,et al.  Fragment-based discovery of bromodomain inhibitors part 2: optimization of phenylisoxazole sulfonamides. , 2012, Journal of medicinal chemistry.

[32]  Karl Edman,et al.  Novel prostaglandin D synthase inhibitors generated by fragment-based drug design. , 2008, Journal of medicinal chemistry.

[33]  Astrid Zimmermann,et al.  Fragment-based discovery of hydroxy-indazole-carboxamides as novel small molecule inhibitors of Hsp90. , 2012, Bioorganic & medicinal chemistry letters.

[34]  G. Rabinovich,et al.  Galectins: structure, function and therapeutic potential , 2008, Expert Reviews in Molecular Medicine.

[35]  C. Giacovazzo,et al.  Ab initio phasing of proteins with heavy atoms at non-atomic resolution: pushing the size limit of solvable structures up to 7890 non-H atoms in the asymmetric unit , 2008 .

[36]  Xiaofeng Jiang,et al.  Galectin-3 Targeted Therapy with a Small Molecule Inhibitor Activates Apoptosis and Enhances Both Chemosensitivity and Radiosensitivity in Papillary Thyroid Cancer , 2009, Molecular Cancer Research.

[37]  A. Sharff,et al.  High-throughput crystallography to enhance drug discovery. , 2003, Current opinion in chemical biology.

[38]  M. Romano,et al.  β‐D‐Glucosyl Conjugates of Highly Potent Inhibitors of Blood Coagulation Factor Xa Bearing 2‐Chorothiophene as a P1 Motif , 2012, ChemMedChem.

[39]  Pawel Grochulski,et al.  MxDC and MxLIVE: software for data acquisition, information management and remote access to macromolecular crystallography beamlines. , 2012, Journal of synchrotron radiation.

[40]  Judith D. Cohn,et al.  Automated ligand fitting by core-fragment fitting and extension into density , 2006, Acta crystallographica. Section D, Biological crystallography.

[41]  S. Barondes,et al.  X-ray crystal structure of the human galectin-3 carbohydrate recognition domain at 2.1-A resolution. , 1998, The Journal of biological chemistry.

[42]  Glyn Williams,et al.  Fragment-based screening using X-ray crystallography and NMR spectroscopy. , 2007, Current opinion in chemical biology.

[43]  G. Kleywegt,et al.  Density modification: theory and practice , 2001 .

[44]  P. Hajduk,et al.  A decade of fragment-based drug design: strategic advances and lessons learned , 2007, Nature Reviews Drug Discovery.

[45]  Jon Winter,et al.  Design and synthesis of novel lactate dehydrogenase A inhibitors by fragment-based lead generation. , 2012, Journal of medicinal chemistry.

[46]  Benedetta Carrozzini,et al.  Molecular replacement: the probabilistic approach of the program REMO09 and its applications. , 2009, Acta crystallographica. Section A, Foundations of crystallography.

[47]  Hoan Vu,et al.  Fragment-based screening by X-ray crystallography, MS and isothermal titration calorimetry to identify PNMT (phenylethanolamine N-methyltransferase) inhibitors. , 2010, The Biochemical journal.

[48]  Vicki L. Nienaber,et al.  Discovering novel ligands for macromolecules using X-ray crystallographic screening , 2000, Nature Biotechnology.

[49]  Collaborative Computational,et al.  The CCP4 suite: programs for protein crystallography. , 1994, Acta crystallographica. Section D, Biological crystallography.

[50]  B. Shoichet,et al.  Molecular docking and ligand specificity in fragment-based inhibitor discovery. , 2009, Nature chemical biology.

[51]  V. Nienaber,et al.  Fragment-Based Screening for Inhibitors of PDE4A Using Enthalpy Arrays and X-ray Crystallography , 2012, Journal of biomolecular screening.

[52]  Gavin Hirst,et al.  Fragment-based discovery of JAK-2 inhibitors. , 2009, Bioorganic & medicinal chemistry letters.

[53]  Maria Cristina Burla,et al.  The difference electron density: a probabilistic reformulation. , 2010, Acta crystallographica. Section A, Foundations of crystallography.

[54]  Meitian Wang,et al.  Radiation damage in room-temperature data acquisition with the PILATUS 6M pixel detector , 2011, Journal of synchrotron radiation.

[55]  Marcel L Verdonk,et al.  Automated Protein–Ligand Crystallography for Structure‐Based Drug Design , 2006, ChemMedChem.

[56]  Nathaniel Echols,et al.  The Phenix software for automated determination of macromolecular structures. , 2011, Methods.

[57]  M. Wiener,et al.  Use of a crystallization robot to set up sitting-drop vapor-diffusion crystallization and in situ crystallization screens , 2000 .

[58]  Roberto Dinapoli,et al.  PILATUS: A single photon counting pixel detector for X-ray applications , 2009 .

[59]  Beat Ernst,et al.  From carbohydrate leads to glycomimetic drugs , 2009, Nature Reviews Drug Discovery.

[60]  P. Collins,et al.  Slow diffusion of lactose out of galectin-3 crystals monitored by X-ray crystallography: possible implications for ligand-exchange protocols. , 2007, Acta crystallographica. Section D, Biological crystallography.

[61]  A. Hopkins,et al.  Emerging role of surface plasmon resonance in fragment-based drug discovery. , 2011, Future medicinal chemistry.

[62]  Glyn Williams,et al.  Higher throughput calorimetry: opportunities, approaches and challenges. , 2010, Current opinion in structural biology.

[63]  Alan E Mark,et al.  Missing fragments: detecting cooperative binding in fragment-based drug design. , 2012, ACS medicinal chemistry letters.

[64]  Andrew C Good,et al.  Implications of promiscuous Pim-1 kinase fragment inhibitor hydrophobic interactions for fragment-based drug design. , 2012, Journal of medicinal chemistry.

[65]  S. Uda,et al.  Control of effect on the nucleation rate for hen egg white lysozyme crystals under application of an external ac electric field. , 2011, Langmuir : the ACS journal of surfaces and colloids.

[66]  Mike Welch,et al.  Potent and selective pyrazole-based inhibitors of B-Raf kinase. , 2008, Bioorganic & medicinal chemistry letters.

[67]  Bart Hazes,et al.  A nanovolume crystallization robot that creates its crystallization screens on-the-fly. , 2005, Acta crystallographica. Section D, Biological crystallography.

[68]  Ge-Fei Hao,et al.  Computational discovery of picomolar Q(o) site inhibitors of cytochrome bc1 complex. , 2012, Journal of the American Chemical Society.

[69]  Gianni Chessari,et al.  Fragment-based drug discovery applied to Hsp90. Discovery of two lead series with high ligand efficiency. , 2010, Journal of medicinal chemistry.

[70]  Abel Moreno,et al.  Novel Protein Crystal Growth Electrochemical Cell For Applications In X-ray Diffraction and Atomic Force Microscopy , 2011 .

[71]  M. Krohn,et al.  Discovery of 4-[(2S)-2-{[4-(4-chlorophenoxy)phenoxy]methyl}-1-pyrrolidinyl]butanoic acid (DG-051) as a novel leukotriene A4 hydrolase inhibitor of leukotriene B4 biosynthesis. , 2010, Journal of medicinal chemistry.

[72]  M. Rossmann,et al.  Effect of errors, redundancy, and solvent content in the molecular replacement procedure for the structure determination of biological macromolecules. , 1986, Proceedings of the National Academy of Sciences of the United States of America.

[73]  D. Blow,et al.  The detection of sub‐units within the crystallographic asymmetric unit , 1962 .

[74]  Edgar Jacoby,et al.  Library design for fragment based screening. , 2005, Current topics in medicinal chemistry.

[75]  Maria Cristina Burla,et al.  IL MILIONE: a suite of computer programs for crystal structure solution of proteins , 2007 .

[76]  J. Heng,et al.  Crystallization of Proteins at Ultralow Supersaturations Using Novel Three-Dimensional Nanotemplates , 2012 .

[77]  Kam Y. J. Zhang,et al.  Discovery of a selective inhibitor of oncogenic B-Raf kinase with potent antimelanoma activity , 2008, Proceedings of the National Academy of Sciences.

[78]  Mark von Itzstein,et al.  The war against influenza: discovery and development of sialidase inhibitors , 2007, Nature Reviews Drug Discovery.

[79]  Carmelo Giacovazzo,et al.  Direct Phasing in Crystallography: Fundamentals and Applications , 1998 .

[80]  Anna Vulpetti,et al.  Combined use of computational chemistry, NMR screening, and X‐ray crystallography for identification and characterization of fluorophilic protein environments , 2010, Proteins.

[81]  M. McLeish,et al.  Getting the adrenaline going: crystal structure of the adrenaline-synthesizing enzyme PNMT. , 2001, Structure.

[82]  X. Barril,et al.  Combining hit identification strategies: fragment-based and in silico approaches to orally active 2-aminothieno[2,3-d]pyrimidine inhibitors of the Hsp90 molecular chaperone. , 2009, Journal of medicinal chemistry.

[83]  P. Hirth,et al.  Vemurafenib: the first drug approved for BRAF-mutant cancer , 2012, Nature Reviews Drug Discovery.

[84]  Tom L Blundell,et al.  High-throughput X-ray crystallography for drug discovery. , 2004, Current opinion in pharmacology.

[85]  S. Forbes,et al.  Regulation of Alternative Macrophage Activation by Galectin-31 , 2008, The Journal of Immunology.

[86]  J. Rini,et al.  Structural and thermodynamic studies on cation-Pi interactions in lectin-ligand complexes: high-affinity galectin-3 inhibitors through fine-tuning of an arginine-arene interaction. , 2005, Journal of the American Chemical Society.

[87]  Rob Leurs,et al.  Fragment growing induces conformational changes in acetylcholine-binding protein: a structural and thermodynamic analysis. , 2011, Journal of the American Chemical Society.

[88]  M. Millward,et al.  Advances in Personalized Targeted Treatment of Metastatic Melanoma and Non-Invasive Tumor Monitoring , 2013, Front. Oncol..

[89]  Phase correction, a new method to solve partially known structures , 1968 .

[90]  D. Kassel,et al.  Structure-based design and synthesis of benzimidazole derivatives as dipeptidyl peptidase IV inhibitors. , 2008, Bioorganic & medicinal chemistry letters.

[91]  Qiyue Hu,et al.  Novel isoquinolone PDK1 inhibitors discovered through fragment-based lead discovery , 2011, J. Comput. Aided Mol. Des..

[92]  Maurizio Recanatini,et al.  The role of fragment-based and computational methods in polypharmacology. , 2012, Drug discovery today.

[93]  Jian Sun,et al.  Fragment-based discovery of nonpeptidic BACE-1 inhibitors using tethering. , 2009, Biochemistry.

[94]  Daniel A Erlanson,et al.  Discovery of a potent and highly selective PDK1 inhibitor via fragment-based drug discovery. , 2011, Bioorganic & medicinal chemistry letters.