Prediction of EF-hand calcium-binding proteins and analysis of bacterial EF-hand proteins. Academic Article uri icon


  • The EF-hand protein with a helix-loop-helix Ca(2+) binding motif constitutes one of the largest protein families and is involved in numerous biological processes. To facilitate the understanding of the role of Ca(2+) in biological systems using genomic information, we report, herein, our improvement on the pattern search method for the identification of EF-hand and EF-like Ca(2+)-binding proteins. The canonical EF-hand patterns are modified to cater to different flanking structural elements. In addition, on the basis of the conserved sequence of both the N- and C-terminal EF-hands within S100 and S100-like proteins, a new signature profile has been established to allow for the identification of pseudo EF-hand and S100 proteins from genomic information. The new patterns have a positive predictive value of 99% and a sensitivity of 96% for pseudo EF-hands. Furthermore, using the developed patterns, we have identified zero pseudo EF-hand motif and 467 canonical EF-hand Ca(2+) binding motifs with diverse cellular functions in the bacteria genome. The prediction results imply that pseudo EF-hand motifs are phylogenetically younger than canonical EF-hand motifs. Our prediction of Ca(2+) binding motifs provides not only an insight into the role of Ca(2+) and Ca(2+)-binding proteins in bacterial systems, but also a way to explore and define the role of Ca(2+) in other biological systems (calciomics).

published proceedings

  • Proteins

altmetric score

  • 9

author list (cited authors)

  • Zhou, Y., Yang, W., Kirberger, M., Lee, H., Ayalasomayajula, G., & Yang, J. J.

citation count

  • 116

complete list of authors

  • Zhou, Yubin||Yang, Wei||Kirberger, Michael||Lee, Hsiau-Wei||Ayalasomayajula, Gayatri||Yang, Jenny J

publication date

  • November 2006