Predicting DNA-binding amino acid residues from electrostatic stabilization upon mutation to Asp/Glu and evolutionary conservation.
Binding of polyanionic DNA depends on the cluster of electropositive atoms in the binding site of a DNA-binding protein. Such a cluster of electropositive protein atoms would be electrostatically unfavorable without stabilizing interactions from the respective electronegative DNA atoms and would likely be evolutionary conserved due to its critical biological role. Consequently, our strategy for predicting DNA-binding residues is based on detecting a cluster of evolutionary conserved surface residues that are electrostatically stabilized upon mutation to negatively charged Asp/Glu residues. The method requires as input the protein structure and sufficient sequence homologs to define each residue's relative conservation, and it yields as output experimentally testable residues that are predicted to bind DNA. By incorporating characteristic DNA-binding site features (i.e., electrostatic strain and amino acid conservation), the new method yields a prediction accuracy of 83%, which is much higher than methods based on only electrostatic strain (57%) or conservation alone (50%). It is also less sensitive to protein conformational changes upon DNA binding than methods that mainly depend on the 3D protein structure.
Chen
Yao Chi
YC
Department of Chemistry, National Tsing Hua University, Hsinchu 300, Taiwan.
Wu
Chih Yuan
CY
Lim
Carmay
C
D000596:Amino Acids / Q000737:chemistry* / Q000235:genetics; D001224:Aspartic Acid / Q000737:chemistry / Q000235:genetics; D001665:Binding Sites; D019295:Computational Biology / Q000379:methods; D017124:Conserved Sequence / Q000235:genetics; D004268:DNA-Binding Proteins / Q000737:chemistry* / Q000235:genetics; D030562:Databases, Protein; D019143:Evolution, Molecular; D018698:Glutamic Acid / Q000737:chemistry / Q000235:genetics; D008958:Models, Molecular; D009154:Mutation; D017433:Protein Structure, Secondary; D017434:Protein Structure, Tertiary; D055672:Static Electricity; D013329:Structure-Activity Relationship
D000596:Amino Acids; D004268:DNA-Binding Proteins; D001224:Aspartic Acid; D018698:Glutamic Acid