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We present an improved version of the program LEA developed to design organic molecules. Rational drug design involves finding solutions to large combinatorial problems for which an exhaustive search is impractical. Genetic algorithms provide a tool for the investigation of such problems. New software, called LEA3D, is now able to conceive organic molecules by combining 3D fragments. Fragments were extracted from both biological compounds and known drugs. A fitness function guides the search process in optimizing the molecules toward an optimal value of the properties. The fitness function is build up by combining several independent property evaluations, including the score provided by the FlexX docking program. One application in de novo drug design is described. The example makes use of the structure of Mycobacterium tuberculosis thymidine monophosphate kinase to generate analogues of one of its natural substrates. Among 22 tested compounds, 17 show inhibitory activity in the micromolar range.

Ten years after the idea of hydrophobic cluster analysis (HCA) was conceived and first pub lished, theoretical and practical experience has shown this unconventional method of protein sequence anal ysis to be particularly efficient and sensitive, especially with families of sequences sharing low levels of se quence identity. This extreme sensitivity has made it possible to predict the functions of genes whose se quence similarities are hardly if at all detectable by current one-dimensional (1D) methods alone, and of fers a new way to explore the enormous amount of data generated by genome sequencing. HCA also pro vides original tools to understand fundamental fea tures of protein stability and folding. Since the last review of HCA published in 1990 [1], significant im provements have been made and several new facets have been addressed. Here we wish to update and summarize this information.

Using both primary- and tertiary-structure comparisons, we have established new structural similarities shared by reductases, epimerases and dehydrogenases not previously known to be related. Despite the low sequence identity (down to 10%), short consensus segments are identified. We show that the sequence, the active site and the supersecondary structure are well conserved in these proteins. New homologues (the protochlorophyllide reductases) are detected, and we define a new superfamily composed of single-domain dinucleotide-binding enzymes. Rules for the cofactor-binding specificity are deduced from our sequence alignment. The involvement of some amino acids in catalysis is discussed. Comparison with two-domain dehydrogenases allows us to distinguish two general mechanisms of divergent evolution.

Various monovalent cations influence the enzymatic activity and the spectroscopic properties of methylamine dehydrogenase (MADH). Here, we report the structure determination of this tryptophan tryptophylquinone-containing enzyme from Methylobacterium extorquens AM1 by high resolution x-ray crystallography (1.75 A). This first MADH crystal structure at low ionic strength is compared with the high resolution structure of the related MADH from Paracoccus denitrificans recently reported. We also describe the first structures (at 1.95 to 2.15 A resolution) of an MADH in the substrate-reduced form and in the presence of trimethylamine and of cesium, two competitive inhibitors. Polarized absorption microspectrophotometry was performed on single crystals under various redox, pH, and salt conditions. The results show that the enzyme is catalytically active in the crystal and that the cations cause the same spectral perturbations as are observed in solution. These studies lead us to propose a model for the entrance and binding of the substrate in the active site.

CMP kinase from Escherichia coli is a monomeric protein of 225 amino acid residues. The protein exhibits little overall sequence similarities with other known NMP kinases. However, residues involved in binding of substrates and/or in catalysis were found conserved, and sequence comparison suggested conservation of the global fold found in adenylate kinases or in several CMP/UMP kinases. The enzyme was purified to homogeneity, crystallized, and analyzed for its structural and catalytic properties. The crystals belong to the hexagonal space group P6(3), have unit cell parameters a = b = 82.3 A and c = 60.7 A, and diffract x-rays to a 1.9 A resolution. The bacterial enzyme exhibits a fluorescence emission spectrum with maximum at 328 nm upon excitation at 295 nm, which suggests that the single tryptophan residue (Trp30) is located in a hydrophobic environment. Substrate specificity studies showed that CMP kinase from E. coli is active with ATP, dATP, or GTP as donors and with CMP, dCMP, and arabinofuranosyl-CMP as acceptors. This is in contrast with CMP/UMP kinase from Dictyostelium discoideum, an enzyme active on CMP or UMP but much less active on the corresponding deoxynucleotides. Binding of CMP enhanced the affinity of E. coli CMP kinase for ATP or ADP, a particularity never described in this family of proteins that might explain inhibition of enzyme activity by excess of nucleoside monophosphate.

HAH1 is a 68-amino acid protein originally identified as a human homologue of Atx1p, a multi-copy suppressor of oxidative injury in sod1 delta yeast. Molecular modeling of HAH1 predicts a protein structure of two alpha-helices overlaying a four-stranded antiparallel beta-sheet with a potential metal binding site involving two conserved cysteine residues. Consistent with this model, in vitro studies with recombinant HAH1 directly demonstrated binding of Cu(I), and site-directed mutagenesis identified these cysteine residues as copper ligands. Expression of wild type and mutant HAH1 in atx1 delta yeast revealed the essential role of these cysteine residues in copper trafficking to the secretory compartment in vivo, as expression of a Cys-12/Cys-15 double mutant abrogated copper incorporation into the multicopper oxidase Fet3p. In contrast, mutation of the highly conserved lysine residues in the carboxyl terminus of HAH1 had no effect on copper trafficking to the secretory pathway but eliminated the antioxidant function of HAH1 in sod1 delta yeast. Taken together, these data support the concept of a unique copper coordination environment in HAH1 that permits this protein to function as an intracellular copper chaperone mediating distinct biological processes in eucaryotic cells.

Protein sequence comparison has become a major tool for biologists. Various methods have been designed in order to reveal even remote homologies among proteins. Sequence analyses are powerful, but the lower the identity score, the more skill and time are required to perform them accurately. While necessary to confirm the sequence comparison through the potential of mean force, sequence alignment and molecular modelling are still tedious and time-consuming tasks.

We have developed a WWW server for the integration and comparison of protein structure predictions performed by five different servers. Users submit an amino acid sequence to a selected set of these prediction methods. Results are gathered on a web-based page in order to facilitate comparison and analysis. All the alignments are further evaluated through a common threading tool making their comparisons easier.

For Abstract see ChemInform Abstract in Full Text.

The protein sequence similarity search has become a major tool for biologists. Various efficient and rapid programs and comparison matrices have been designed and refined in order to perform the scanning task (BLAST, FAST A, Automat, etc.). However, the final step of the search, the analysis of the results, is still tedious and time consuming. In order to optimize true-positive hit screening, we have developed a program which makes a multiple alignment from the BLAST search output. Conserved sequence segments are pointed out. It makes the recognition of already known as well as new sequence patterns easier. It allows at a glance a rapid identification of significant similarities, protein family signature and new sequence motifs. This alignment is written in a compatible format for the GCG programs LineUp and ProfileMake.

Motivation: The secondary structure is a key element of architectural organization in proteins. Accurate assignment of the secondary structure elements (SSE) (helix, strand, coil) is an essential step for the analysis and modelling of protein structure. Various methods have been proposed to assign secondary structure. Comparative studies of their results have shown some of their drawbacks, pointing out the difficulties in the task of SSE assignment. Results: We have designed a new automatic method, named P-SEA, to assign efficiently secondary structure from the sole Cα position. Some advantages of the new algorithm are discussed. Availability: The program P-SEA is available by anonymous ftp: ftp.lmcp.jussieu.fr directory:pub/

Since the early 1980s, protein/DNA sequence similarity search has become of major importance to biologists, and the need for fast and efficient tools grows with the size of databanks. Two programs use the strategy of finite state deterministic automatons to accomplish these searches. One of these two is BLAST, which is now widely used, and the other Automat, which has just been published. The differences and similarities in their basic principles, their use and their performances are analysed in this paper in order to allow optimal use of these important softwares.