A new bioinformatic approach to detect common 3D sites in protein structures

Proteins. 2003 Aug 1;52(2):137-45. doi: 10.1002/prot.10339.


An innovative bioinformatic method has been designed and implemented to detect similar three-dimensional (3D) sites in proteins. This approach allows the comparison of protein structures or substructures and detects local spatial similarities: this method is completely independent from the amino acid sequence and from the backbone structure. In contrast to already existing tools, the basis for this method is a representation of the protein structure by a set of stereochemical groups that are defined independently from the notion of amino acid. An efficient heuristic for finding similarities that uses graphs of triangles of chemical groups to represent the protein structures has been developed. The implementation of this heuristic constitutes a software named SuMo (Surfing the Molecules), which allows the dynamic definition of chemical groups, the selection of sites in the proteins, and the management and screening of databases. To show the relevance of this approach, we focused on two extreme examples illustrating convergent and divergent evolution. In two unrelated serine proteases, SuMo detects one common site, which corresponds to the catalytic triad. In the legume lectins family composed of >100 structures that share similar sequences and folds but may have lost their ability to bind a carbohydrate molecule, SuMo discriminates between functional and non-functional lectins with a selectivity of 96%. The time needed for searching a given site in a protein structure is typically 0.1 s on a PIII 800MHz/Linux computer; thus, in further studies, SuMo will be used to screen the PDB.

Publication types

  • Comparative Study
  • Evaluation Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Catalytic Domain
  • Chymotrypsin / chemistry
  • Chymotrypsin / genetics
  • Computational Biology / methods*
  • Evolution, Molecular
  • Fabaceae / chemistry
  • Models, Molecular*
  • Plant Lectins / chemistry
  • Plant Lectins / genetics
  • Protein Conformation
  • Proteins / chemistry*
  • Reproducibility of Results
  • Subtilisin / chemistry
  • Subtilisin / genetics


  • Plant Lectins
  • Proteins
  • Chymotrypsin
  • alpha-chymotrypsin
  • Subtilisin