A substitution matrix for structural alphabet based on structural alignment of homologous proteins and its applications.

Analysis of protein structures based on backbone structural patterns known as structural alphabets have been shown to be very useful. Among them, a set of 16 pentapeptide structural motifs known as protein blocks (PBs) has been identified and upon which backbone model of most protein structures can be built. PBs allows simplification of 3D space onto 1D space in the form of sequence of PBs. Here, for the first time, substitution probabilities of PBs in a large number of aligned homologous protein structures have been studied and are expressed as a simplified 16 x 16 substitution matrix. The matrix was validated by benchmarking how well it can align sequences of PBs rather like amino acid alignment to identify structurally equivalent regions in closely or distantly related proteins using dynamic programming approach. The alignment results obtained are very comparable to well established structure comparison methods like DALI and STAMP. Other interesting applications of the matrix have been investigated. We first show that, in variable regions between two superimposed homologous proteins, one can distinguish between local conformational differences and rigid-body displacement of a conserved motif by comparing the PBs and their substitution scores. Second, we demonstrate, with the example of aspartic proteinases, that PBs can be efficiently used to detect the lobe/domain flexibility in the multidomain proteins. Lastly, using protein kinase as an example, we identify regions of conformational variations and rigid body movements in the enzyme as it is changed to the active state from an inactive state.

Recent trends in remote homology detection: an Indian Medley.

The development of remote homology detection methods is a challenging area in Bioinformatics. Sequence analysis-based approaches that address this problem have employed the use of profiles, templates and Hidden Markov Models (HMMs). These methods often face limitations due to poor sequence similarities and non-uniform sequence dispersion in protein sequence space. Search procedures are often asymmetrical due to over or under-representation of some protein families and outliers often remain undetected. Intermediate sequences that share high similarities with more than one protein can help overcome such problems. Methods such as MulPSSM and Cascade PSI-BLAST that employ intermediate sequences achieve better coverage of members in searches. Others employ peptide modules or conserved patterns of motifs or residues and are effective in overcoming dependencies on high sequence similarity to establish homology by using conserved patterns in searches. We review some of these recent methods developed in India in the recent past.

Glyoxalase I from Leishmania donovani: a potential target for anti-parasite drug.

Glyoxalases are involved in a ubiquitous detoxification pathway. In pursuit of a better understanding of the biological function of the enzyme, the recombinant glyoxalase I (LdGLOI) protein has been characterized from Leishmania donovani, the most important pathogenic Leishmania species that is responsible for visceral leishmaniasis. A 24kDa protein was heterologously expressed in Escherichia coli. LdGLOI showed a marked substrate specificity for trypanothione hemithioacetal over glutathione hemithioacetal. Antiserum against recombinant LdGLOI protein could detect a band of anticipated size approximately 16kDa in promastigote extracts. Several inhibitors of human GLOI showed that they are weak inhibitors of L. donovani growth. Overexpression of GLOI gene in L. donovani using Leishmania expression vector pspalpha hygroalpha, we detected elevated expression of GLOI RNA and protein. Comparative modelling of the 3-D structure of LDGLOI shows that substrate-binding region of the model involves important differences compared to the homologues, such as E. coli, specific to glutathione. Most notably a substrate-binding loop of LDGLOI is characterized by a deletion of five residues compared to the E. coli homologue. Further, a critical Arg in the E. coli variant at the substrate-binding site is replaced by Tyr in LDGLOI. These major differences result in entirely different shapes of the substrate-binding loop and presence of very different chemical groups in the substrate-binding site of LDGLOI compared to E. coli homologue suggesting an explanation for the difference in the substrate specificity. Difference in the substrate specificity of the human and LDGLOI enzyme could be exploited for structure-based drug designing of selective inhibitors against the parasite.