Evaluation of free modeling targets in CASP11 and ROLL

Lisa N. Kinch, Wenlin Li, Bohdan Monastyrskyy, Andriy Kryshtafovych, Nick V. Grishin

Research output: Contribution to journalArticlepeer-review

59 Scopus citations


We present an assessment of ‘template-free modeling’ (FM) in CASP11and ROLL. Community-wide server performance suggested the use of automated scores similar to previous CASPs would provide a good system of evaluating performance, even in the absence of comprehensive manual assessment. The CASP11 FM category included several outstanding examples, including successful prediction by the Baker group of a 256-residue target (T0806-D1) that lacked sequence similarity to any existing template. The top server model prediction by Zhang’s Quark, which was apparently selected and refined by several manual groups, encompassed the entire fold of target T0837-D1. Methods from the same two groups tended to dominate overall CASP11 FM and ROLL rankings. Comparison of top FM predictions with those from the previous CASP experiment revealed progress in the category, particularly reflected in high prediction accuracy for larger protein domains. FM prediction models for two cases were sufficient to provide functional insights that were otherwise not obtainable by traditional sequence analysis methods. Importantly, CASP11 abstracts revealed that alignment-based contact prediction methods brought about much of the CASP11 progress, producing both of the functionally relevant models as well as several of the other outstanding structure predictions. These methodological advances enabled de novo modeling of much larger domain structures than was previously possible and allowed prediction of functional sites.

Original languageEnglish (US)
Pages (from-to)51-66
Number of pages16
JournalProteins: Structure, Function and Bioinformatics
StatePublished - Sep 1 2016


  • Ab initio
  • Alignment quality
  • CASP11
  • Domain structure
  • Free modeling
  • Protein fold prediction
  • Protein structure
  • Structure comparison

ASJC Scopus subject areas

  • Structural Biology
  • Biochemistry
  • Molecular Biology


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