N. Kannan et al., Clusters in alpha/beta barrel proteins: Implications for protein structure, function, and folding: A graph theoretical approach, PROTEINS, 43(2), 2001, pp. 103-112
The alpha/beta barrel fold is adopted by most enzymes performing a variety
of catalytic reactions, but with very low sequence similarity. In order to
understand the stabilizing interactions important in maintaining the alpha/
beta barrel fold, we have identified residue clusters in a dataset of 36 al
pha/beta barrel proteins that have less than 10% sequence identity within t
hemselves, A graph theoretical algorithm is used to identify backbone clust
ers. This approach uses the global information of the nonbonded interaction
in the alpha/beta barrel fold for the clustering procedure. The nonbonded
interactions are represented mathematically in the form of an adjacency mat
rix. On diagonalizing the adjacency matrix, clusters and cluster centers ar
e obtained from the highest eigenvalue and its corresponding vector compone
nts. Residue clusters are identified in the strand regions forming the beta
barrel and are topologically conserved in all 36 proteins studied. The res
idues forming the cluster in each of the alpha/beta protein are also conser
ved among the sequences belonging to the same family. The cluster centers a
re found to occur in the middle of the strands or in the C-terminal of the
strands. In most cases, the residues forming the clusters are part of the a
ctive site or are located close to the active site. The folding nucleus of
the alpha/beta fold is predicted based on hydrophobicity index evaluation o
f residues and identification of cluster centers. The predicted nucleation
sites are found to occur mostly in the middle of the strands. (C) 2001 Wile
y Liss, Inc.