Biomedical subjects

Stefano Pascarella

Publications and source records attributed to Stefano Pascarella.

9 recordsLinked to original sources

PubMed2006

A consensus procedure improving solvent accessibility prediction.

Prediction methods of structural features in 1D represent a useful tool for the understanding of folding, classification, and function of proteins, and, in particular, for 3D structure prediction. Among the structural aspects characterizing a protein, solvent accessibility has received great attention in recent years. The available methods proposed for predicting accessibility have never considered the combination of the results deriving from different methods to construct a consensus prediction able to provide more reliable results. A consensus approach that increases prediction accuracy using three high-performance methods is described. The results of our method for three different protein data sets show that up to 3.0% improvement in prediction accuracy of solvent accessibility may be obtained by a consensus approach. The improvement also extends to the correlation coefficient. Application of our consensus approach to the accessibility prediction using only three prediction methods gives results better than single methods combined for consensus formation. Currently, the scarce availability of predictors with similar parameters defining solvent accessibility hinders the testing of other methods in our consensus procedure.

Amino Acid Sequence↗

PubMed2005

CAMPO, SCR_FIND and CHC_FIND: a suite of web tools for computational structural biology.

The identification of evolutionarily conserved features of protein structures can provide insights into their functional and structural properties. Three methods have been developed and implemented as WWW tools, CAMPO, SCR_FIND and CHC_FIND, to analyze evolutionarily conserved residues (ECRs), structurally conserved regions (SCRs) and conserved hydrophobic contacts (CHCs) in protein families and superfamilies, on the basis of their 3D structures and the homologous sequences available. The programs identify protein segments that conserve a similar main-chain conformation, compute residue-to-residue hydrophobic contacts involving only apolar atoms common to all the 3D structures analyzed and allow the identification of conserved amino-acid sites among protein structures and their homologous sequences. The programs also allow the visualization of SCRs, CHCs and ECRs directly on the superposed structures and their multiple structural and sequence alignments. Tools and tutorials explaining their usage are available at http://schubert.bio.uniroma1.it/SCR_FIND, http://schubert.bio.uniroma1.it/CHC_FIND and http://schubert.bio.uniroma1.it/CAMPO.

Computational Biology↗

PubMed2005

In silico analysis of the adenylation domains of the freestanding enzymes belonging to the eucaryotic nonribosomal peptide synthetase-like family.

This work presents a computational analysis of the molecular characteristics shared by the adenylation domains from traditional nonribosomal peptide synthetases (NRPSs) and the group of the freestanding homologous enzymes: alpha-aminoadipate semialdehyde dehydrogenase, alpha-aminoadipate reductase and the protein Ebony. The results of systematic sequence comparisons allow us to conclude that a specificity-conferring code, similar to that described for the NRPSs, can be recognized in such enzymes. The structural and functional roles of the residues involved in the substrate selection and binding are proposed through the analysis of the predicted interactions of the model active sites and their respective substrates. The indications deriving from this study can be useful for the programming of experiments aimed at a better characterization and at the engineering of this emerging group of single NRPS modules that are responsible for amino acid selection, activation and modification in the absence of other NRPS assembly line components.

Amino Acid Sequence↗

PubMed2004

Evolutionarily conserved regions and hydrophobic contacts at the superfamily level: The case of the fold-type I, pyridoxal-5'-phosphate-dependent enzymes.

The wealth of biological information provided by structural and genomic projects opens new prospects of understanding life and evolution at the molecular level. In this work, it is shown how computational approaches can be exploited to pinpoint protein structural features that remain invariant upon long evolutionary periods in the fold-type I, PLP-dependent enzymes. A nonredundant set of 23 superposed crystallographic structures belonging to this superfamily was built. Members of this family typically display high-structural conservation despite low-sequence identity. For each structure, a multiple-sequence alignment of orthologous sequences was obtained, and the 23 alignments were merged using the structural information to obtain a comprehensive multiple alignment of 921 sequences of fold-type I enzymes. The structurally conserved regions (SCRs), the evolutionarily conserved residues, and the conserved hydrophobic contacts (CHCs) were extracted from this data set, using both sequence and structural information. The results of this study identified a structural pattern of hydrophobic contacts shared by all of the superfamily members of fold-type I enzymes and involved in native interactions. This profile highlights the presence of a nucleus for this fold, in which residues participating in the most conserved native interactions exhibit preferential evolutionary conservation, that correlates significantly (r = 0.70) with the extent of mean hydrophobic contact value of their apolar fraction.

Conserved Sequence↗

PubMed2003

Threonine aldolase and alanine racemase: novel examples of convergent evolution in the superfamily of vitamin B6-dependent enzymes.

Vitamin B(6)-dependent enzymes may be grouped into five evolutionarily unrelated families, each having a different fold. Within fold type I enzymes, L-threonine aldolase (L-TA) and fungal alanine racemase (AlaRac) belong to a subgroup of structurally and mechanistically closely related proteins, which specialised during evolution to perform different functions. In a previous study, a comparison of the catalytic properties and active site structures of these enzymes suggested that they have a catalytic apparatus with the same basic features. Recently, recombinant D-threonine aldolases (D-TAs) from two bacterial organisms have been characterised, their predicted amino acid sequences showing no significant similarities to any of the known B(6) enzymes. In the present work, a comparative structural analysis suggests that D-TA has an alpha/beta barrel fold and therefore is a fold type III B(6) enzyme, as eukaryotic ornithine decarboxylase (ODC) and bacterial AlaRac. The presence of both TA and AlaRac in two distinct evolutionary unrelated families represents a novel and interesting example of convergent evolution. The independent emergence of the same catalytic properties in families characterised by completely different folds may have not been determined by chance, but by the similar structural features required to catalyse pyridoxal phosphate-dependent aldolase and racemase reactions.

Alanine Racemase↗

PubMed2003

Structural plasticity of thermophilic serine hydroxymethyltransferases.

Serine hydroxymethyltransferase (SHMT) catalyzes the reversible cleavage of serine to form glycine and monocarbonic groups, essential in several biosynthetic pathways. The availability of crystallographic structures of SHMT from mesophilic organisms and information produced by the genomic projects prompted the analysis of the adaptation of SHMT to "extreme" environments, such as high temperatures, by exploitation of structural data from thermophilic organisms. The sequences of 10 thermophilic/hyperthermophilic SHMTs were multiply aligned to 53 mesophilic homologs and analyzed by a comparative approach, examining the amino acid compositions and preferred residue exchanges between mesophiles and extremophiles. The structural basis of the observed exchanges was further investigated through the application of homology modeling to the 10 extremophilic SHMTs. The results of this study indicate that, in SHMT, thermal stability can be achieved mainly through three strategies: (i) increased number of charged residues at the protein surface; (ii) increased hydrophobicity of the protein core; and (iii) substitution of thermolabile residues exposed to the solvent. Additional features of the archaeal SHMTs, for which no structural data are available yet, were also investigated to explain their quaternary assemblage and the interaction with modified folates.

Amino Acid Sequence↗

PubMed2003

Improvement in prediction of solvent accessibility by probability profiles.

The capability of predicting folding and conformation of a protein from its primary structure is probably one of the main goals of modern biology. An accurate prediction of solvent accessibility is an intermediate step along this way. A new method for predicting solvent accessibility from single sequence and multiple alignment data is described. The method is based on probability profiles calculated on an amino acid sequence centred on the residue whose accessibility has to be predicted. A profile is constructed for each exposure category considered so as to calculate the probability of a sequence being generated by the different profiles. Prediction accuracy was tested on a variety of protein sets with two- and three-state models. Different thresholds were used according to those adopted by the authors proposing the data sets. The prediction accuracy is significantly improved over existing methods.

Algorithms↗

PubMed2002

Comparative structural analysis of psychrophilic and meso- and thermophilic enzymes.

Enzymes adapted to cold display structures comparable with those of their meso- and thermophilic homologs but are characterized by a higher catalytic efficiency at low temperatures and by thermolability at moderate temperatures. To identify the structural factors responsible of such features, we undertook a systematic comparative analysis of several structural properties in a data set consisting of 7 cold active enzymes belonging to different structural families and 28 related structures from meso/thermophiles representing most of the structural information now available. Only high-resolution and high-quality structures were considered. Properties were calculated and then compared for each pair of 3D structures displaying different temperatures of adaptation using a temperature-weighting scheme. The significance of the resulting differences was evaluated with a statistical method. Results reveal that each protein family adopts different structural strategies to adapt to low temperatures. However, some common trends are observed: the number of ion pairs, the side-chain contribution to the exposed surface, and the apolar fraction of the buried surface show a consistent decrease with decreasing optimal temperatures.

Adaptation, Physiological↗

PubMedDate not supplied

Kinetic properties of native and mutagenized isoforms of mitochondrial alcohol dehydrogenase III purified from Kluyveromyces lactis.

By computer modelling and protein engineering we have investigated changes in two amino acid residues located in the coenzyme pocket of the yeast Kluyveromyces lactis mitochondrial alcohol dehydrogenase III. These two residues, Gly 225 and Ala 274, were hypothesized to be involved in the enzyme discrimination between NAD(H) and NADP(H). Upon changing Gly 225 to Ala we produced an enzyme (mutant G225A) showing very little difference from the wild-type. On the contrary, change at position 274 of Phe instead of Ala (mutant A274F) caused a significant increase of K(m) values for NAD(P) and for NADPH and even a more marked decrease in catalytic activity. The k(cat)/K(m) rates for NADP(H) were also decreased in this mutant. Enzymes with the double changes at 225 and 274 (mutant G225A-A274F) showed, apart the substantial low K(m) value for NADPH and its high catalytic efficiency, kinetic parameters relative to coenzymes which were not additive over the single substitutions. Surprisingly, enzymes with changes at the two positions reduced efficiently acetaldehyde, displaying a K(m) value 10-fold lower and a catalytic efficiency sevenfold higher with respect to parent or singularly mutated enzymes. None of the engineered enzymes would convert formaldehyde, glutaraldehyde or aromatic aldehydes but all enzymes reduced propionaldehyde and butyraldehyde at relative reaction rates approximately half of that exhibited by acetaldehyde. Interestingly only mutant A274F was able to oxidize methanol almost as well as ethanol. In addition, this mutant was capable to convert secondary and cyclic alcohols, at a rate not detected in the other isoforms. These results are in general agreement with the prediction that increasing the size of amino acids in the proximity of the coenzyme pocket would hamper the accommodation of NADP but discord the increased affinity for NADPH as well as for alcoholic or aldehydic substrates with high steric hindrance.

Aldehyde Oxidoreductases↗