Challenging the state of the art in protein structure prediction: Highlights of experimental target structures for the 10th Critical Assessment of Techniques for Protein Structure Prediction Experiment CASP10

For the last two decades, CASP has assessed the state of the art in techniques for protein structure prediction and identified areas which required further development. CASP would not have been possible without the prediction targets provided by the experimental structural biology community. In the latest experiment, CASP10, more than 100 structures were suggested as prediction targets, some of which appeared to be extraordinarily difficult for modeling. In this article, authors of some of the most challenging targets discuss which specific scientific question motivated the experimental structure determination of the target protein, which structural features were especially interesting from a structural or functional perspective, and to what extent these features were correctly reproduced in the predictions submitted to CASP10. Specifically, the following targets will be presented: the acid‐gated urea channel, a difficult to predict transmembrane protein from the important human pathogen Helicobacter pylori; the structure of human interleukin (IL)−34, a recently discovered helical cytokine; the structure of a functionally uncharacterized enzyme OrfY from Thermoproteus tenax formed by a gene duplication and a novel fold; an ORFan domain of mimivirus sulfhydryl oxidase R596; the fiber protein gene product 17 from bacteriophage T7; the bacteriophage CBA‐120 tailspike protein; a virus coat protein from metagenomic samples of the marine environment; and finally, an unprecedented class of structure prediction targets based on engineered disulfide‐rich small proteins. Proteins 2014; 82(Suppl 2):26–42. © 2013 Wiley Periodicals, Inc.

[1]  J. Bazan Genetic and structural homology of stem cell factor and macrophage colony-stimulating factor , 1991, Cell.

[2]  D. Fass,et al.  Exploring ORFan Domains in Giant Viruses: Structure of Mimivirus Sulfhydryl Oxidase R596 , 2012, PloS one.

[3]  S. Steinbacher,et al.  Crystal structure of phage P22 tailspike protein complexed with Salmonella sp. O-antigen receptors. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[4]  R. Seckler,et al.  Crystal structure of Escherichia coli phage HK620 tailspike: podoviral tailspike endoglycosidase modules are evolutionarily related , 2008, Molecular microbiology.

[5]  C. Suttle Viruses in the sea , 2005, Nature.

[6]  A Wlodawer,et al.  Structural comparisons among the short-chain helical cytokines. , 1994, Structure.

[7]  Adam Zemla,et al.  LGA: a method for finding 3D similarities in protein structures , 2003, Nucleic Acids Res..

[8]  Evelien M. Adriaenssens,et al.  A suggested new bacteriophage genus: “Viunalikevirus” , 2012, Archives of Virology.

[9]  E. Koonin,et al.  A viral member of the ERV1/ALR protein family participates in a cytoplasmic pathway of disulfide bond formation. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[10]  C. Suttle Marine viruses — major players in the global ecosystem , 2007, Nature Reviews Microbiology.

[11]  H. Ackermann,et al.  Characterization of a ViI-like Phage Specific to Escherichia coli O157:H7 , 2011, Virology Journal.

[12]  Kliment Olechnovič,et al.  CAD‐score: A new contact area difference‐based function for evaluation of protein structural models , 2013, Proteins.

[13]  M. Starovasnik,et al.  Structural basis for the dual recognition of helical cytokines IL-34 and CSF-1 by CSF-1R. , 2012, Structure.

[14]  Johannes Söding,et al.  Fast and accurate automatic structure prediction with HHpred , 2009, Proteins.

[15]  Victor Seguritan,et al.  Artificial Neural Networks Trained to Detect Viral and Phage Structural Proteins , 2012, PLoS Comput. Biol..

[16]  H. Ackermann Tailed Bacteriophages: The Order Caudovirales , 1998, Advances in Virus Research.

[17]  Torsten Schwede,et al.  Assessment of ligand binding site predictions in CASP10 , 2014, Proteins.

[18]  G. Merrill,et al.  The conserved baculovirus protein p33 (Ac92) is a flavin adenine dinucleotide-linked sulfhydryl oxidase. , 2009, Virology.

[19]  L. Williams,et al.  Discovery of a Cytokine and Its Receptor by Functional Screening of the Extracellular Proteome , 2008, Science.

[20]  Rhiju Das,et al.  Four Small Puzzles That Rosetta Doesn't Solve , 2011, PloS one.

[21]  A. Alejo,et al.  African Swine Fever Virus pB119L Protein Is a Flavin Adenine Dinucleotide-Linked Sulfhydryl Oxidase , 2006, Journal of Virology.

[22]  Anna Tramontano,et al.  Critical assessment of methods of protein structure prediction (CASP) — round x , 2014, Proteins.

[23]  Douglas L. Theobald,et al.  THESEUS: maximum likelihood superpositioning and analysis of macromolecular structures , 2006, Bioinform..

[24]  R. Seckler,et al.  An intersubunit active site between supercoiled parallel beta helices in the trimeric tailspike endorhamnosidase of Shigella flexneri Phage Sf6. , 2008, Structure.

[25]  J. Claverie,et al.  Unique genes in giant viruses: regular substitution pattern and anomalously short size. , 2007, Genome Research.

[26]  M. Rossmann,et al.  Crystallographic insights into the autocatalytic assembly mechanism of a bacteriophage tail spike. , 2009, Molecular cell.

[27]  John I. Robinson,et al.  SAD phasing using iodide ions in a high-throughput structural genomics environment , 2011, Journal of Structural and Functional Genomics.

[28]  J. Bazan,et al.  Haemopoietic receptors and helical cytokines. , 1990, Immunology today.

[29]  David T Jones,et al.  Evaluation of predictions in the CASP10 model refinement category , 2013, Proteins.

[30]  A. Zlotnick,et al.  Effects of the cowpea chlorotic mottle bromovirus beta-hexamer structure on virion assembly. , 2003, Virology.

[31]  M. V. van Raaij,et al.  Structure of the receptor-binding carboxy-terminal domain of bacteriophage T7 tail fibers , 2012, Proceedings of the National Academy of Sciences.

[32]  Hongjun Bai,et al.  Assessment of template‐free modeling in CASP10 and ROLL , 2014, Proteins.

[33]  R. Pounder,et al.  The prevalence of Helicobacter pylori infection in different countries. , 1995, Alimentary pharmacology & therapeutics.

[34]  M Unser,et al.  Molecular substructure of a viral receptor-recognition protein. The gp17 tail-fiber of bacteriophage T7. , 1988, Journal of molecular biology.

[35]  H. Kolmar Natural and engineered cystine knot miniproteins for diagnostic and therapeutic applications. , 2011, Current pharmaceutical design.

[36]  S. Casjens,et al.  Short noncontractile tail machines: adsorption and DNA delivery by podoviruses. , 2012, Advances in experimental medicine and biology.

[37]  I. Molineux,et al.  The Genome Sequence of Yersinia pestis Bacteriophage φA1122 Reveals an Intimate History with the Coliphage T3 and T7 Genomes , 2003, Journal of bacteriology.

[38]  D. Fass The Erv family of sulfhydryl oxidases. , 2008, Biochimica et biophysica acta.

[39]  M. V. van Raaij,et al.  Crystallization of the C-terminal domain of the bacteriophage T7 fibre protein gp17. , 2012, Acta crystallographica. Section F, Structural biology and crystallization communications.

[40]  G. Sachs,et al.  A H+-gated urea channel: the link between Helicobacter pylori urease and gastric colonization. , 2000, Science.

[41]  L. Williams,et al.  The mechanism of shared but distinct CSF-1R signaling by the non-homologous cytokines IL-34 and CSF-1. , 2012, Biochimica et biophysica acta.

[42]  Johannes Söding,et al.  HHrep: de novo protein repeat detection and the origin of TIM barrels , 2006, Nucleic Acids Res..

[43]  Liisa Holm,et al.  Dali server: conservation mapping in 3D , 2010, Nucleic Acids Res..

[44]  Mark J van Raaij,et al.  Target highlights in CASP9: Experimental target structures for the critical assessment of techniques for protein structure prediction , 2011, Proteins.

[45]  Roland L Dunbrack,et al.  Outcome of a workshop on applications of protein models in biomedical research. , 2009, Structure.

[46]  Ishtiaq Qadri,et al.  Bacteriophages and their implications on future biotechnology: a review , 2012, Virology Journal.

[47]  J. Claverie,et al.  Mimivirus reveals Mre11/Rad50 fusion proteins with a sporadic distribution in eukaryotes, bacteria, viruses and plasmids , 2011, Virology Journal.

[48]  G. Sachs,et al.  Structure of the proton-gated urea channel from the gastric pathogen Helicobacter pylori , 2012, Nature.

[49]  S. Casjens,et al.  Atomic Structure of Bacteriophage Sf6 Tail Needle Knob* , 2011, The Journal of Biological Chemistry.

[50]  S. Savvides,et al.  Extracellular assembly and activation principles of oncogenic class III receptor tyrosine kinases , 2012, Nature Reviews Cancer.

[51]  Harald Kolmar,et al.  Structure of Ecballium elaterium trypsin inhibitor II (EETI-II): a rigid molecular scaffold. , 2005, Acta crystallographica. Section D, Biological crystallography.

[52]  M. Blaser,et al.  Helicobacter pylori and gastrointestinal tract adenocarcinomas , 2002, Nature Reviews Cancer.

[53]  L. Astrachan,et al.  Metabolism of RNA phosphorus in Escherichia coli infected with bacteriophage T7. , 1958, Virology.

[54]  Charles C. Richardson,et al.  Genomewide screens for Escherichia coli genes affecting growth of T7 bacteriophage , 2006, Proceedings of the National Academy of Sciences.

[55]  E. Koonin,et al.  Related Giant Viruses in Distant Locations and Different Habitats: Acanthamoeba polyphaga moumouvirus Represents a Third Lineage of the Mimiviridae That Is Close to the Megavirus Lineage , 2012, Genome biology and evolution.

[56]  James M Aramini,et al.  Assessment of template‐based protein structure predictions in CASP10 , 2014, Proteins.

[57]  Krzysztof Fidelis,et al.  CASP prediction center infrastructure and evaluation measures in CASP10 and CASP ROLL , 2014, Proteins.

[58]  D T Jones,et al.  Protein secondary structure prediction based on position-specific scoring matrices. , 1999, Journal of molecular biology.

[59]  R. Kimura,et al.  Engineered cystine knot peptides that bind αvβ3, αvβ5, and α5β1 integrins with low‐nanomolar affinity , 2009, Proteins.

[60]  P. Leiman,et al.  Phage pierces the host cell membrane with the iron-loaded spike. , 2012, Structure.

[61]  Bo Hu,et al.  The Bacteriophage T7 Virion Undergoes Extensive Structural Remodeling During Infection , 2013, Science.

[62]  J. Bull,et al.  Optimal Foraging by Bacteriophages through Host Avoidance , 2008, The American Naturalist.

[63]  Liisa Holm,et al.  Using Dali for structural comparison of proteins. , 2006, Current protocols in bioinformatics.

[64]  John E. Johnson,et al.  Icosahedral RNA virus structure. , 1989, Annual review of biochemistry.

[65]  Marco Biasini,et al.  lDDT: a local superposition-free score for comparing protein structures and models using distance difference tests , 2013, Bioinform..

[66]  S. Gambhir,et al.  Engineered knottin peptides: a new class of agents for imaging integrin expression in living subjects. , 2009, Cancer research.

[67]  R. Seckler,et al.  Structure of the Receptor-Binding Protein of Bacteriophage Det7: a Podoviral Tail Spike in a Myovirus , 2007, Journal of Virology.

[68]  P. Focia,et al.  Structure of macrophage colony stimulating factor bound to FMS: Diverse signaling assemblies of class III receptor tyrosine kinases , 2008, Proceedings of the National Academy of Sciences.

[69]  A. Tramontano,et al.  Critical assessment of methods of protein structure prediction (CASP)—round IX , 2011, Proteins.

[70]  K Henrick,et al.  Secondary-structure matching (SSM), a new tool for fast protein structure alignment in three dimensions. , 2004, Acta crystallographica. Section D, Biological crystallography.

[71]  H. Brinkmann,et al.  A novel trehalose synthesizing pathway in the hyperthermophilic Crenarchaeon Thermoproteus tenax: the unidirectional TreT pathway , 2008, Archives of Microbiology.

[72]  John E. Johnson,et al.  Structures of the native and swollen forms of cowpea chlorotic mottle virus determined by X-ray crystallography and cryo-electron microscopy. , 1995, Structure.

[73]  Jakob P. Ulmschneider,et al.  Mechanisms of molecular transport through the urea channel of Helicobacter pylori , 2013, Nature Communications.