Amino acid pair interchanges at spatially conserved locations.
Here we study the pattern of amino acid interchanges at spatially, locally conserved regions in globally dissimilar and unrelated proteins. By using a method which completely separates the amino acid sequence from its respective structure, this work addresses the question of which properties of the amino acids are the most crucial for the stability of conserved structural motifs. The proteins are taken from a structurally non-redundant dataset. The spatially conserved substructural motifs are defined as consisting of a "large enough" number of Calpha atoms found to provide a geometric match between two proteins, regardless of the order of the Calpha atoms in the sequence, or of the sequence composition of the substructures. This approach can apply to proteins with little or no sequence similarity but with sufficient structural similarity, and is unique in its ability to handle local, non-topological matches between pairs of dissimilar proteins. The method uses a computer-version based algorithm, the Geometric Hashing. Since the Geometric Hashing ignores sequence information it lends itself to answer the question posed above. The interchanges at geometrically similar positions that have been obtained with our method demonstrate the expected behaviour. Yet, a closer inspection reveals some distant characteristics, as compared with interchanges based upon sequence-order based techniques, or from energy-contact-based considerations. First, a pronounced division of the amino acids into two classes is displayed: Lys, Glu, Arg, Gln, Asp, Asn, Pro, Gly, Thr, Ser and His on the one hand, and Ile, Val, Leu, Phe, Met, Tyr, Trp, Cys and Ala on the other. These groups further cluster into subgroups: Lys, Glu, Arg, Gln; Asp Asn; Pro, Gly; Ile, Val, Leu, Phe. The other amino acids stand alone. Analysis of the conservation among amino acids indicates proline to be consistently, by far, the most conserved. Next are Asp, Glu, Lys and Gly. Cys is also highly conserved. Interestingly, oppositely charged amino acids are interchanged roughly as frequently as those of the same charge. These observations can be explained in terms of the three-dimensional structures of the proteins. Most of all, there is a clear distinction between residues which prefer to be on the protein surfaces, compared to those frequently buried in the interiors. Analysis of the interchanges indicates their low information content. This, together with the separation into two groups, suggest that the predictive value of the spatial positions of the Calpha+ atoms is not much greater than the sequence alone, aside from their hydrophobicity/hydrophillicity classification.
Naor
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D
Computer Science Department, School of Mathematical Sciences, Tel Aviv University, Israel.
Fischer
D
D
Jernigan
R L
RL
Wolfson
H J
HJ
Nussinov
R
R
D000595:Amino Acid Sequence; D000818:Animals; D016000:Cluster Analysis; D017124:Conserved Sequence; D016208:Databases, Factual; D006801:Humans; D008969:Molecular Sequence Data; D015394:Molecular Structure; D011487:Protein Conformation; D011506:Proteins / Q000737:chemistry* / Q000235:genetics*; D016415:Sequence Alignment / Q000379:methods / Q000706:statistics & numerical data; D017386:Sequence Homology, Amino Acid; D013816:Thermodynamics
D011506:Proteins