Minimum energy configurations of the 2-dimensional HP-model of proteins by self-organizing networks.

We use self-organizing maps (SOM) as an efficient tool to find the minimum energy configurations of the 2-dimensional HP-models of proteins. The usage of the SOM for the protein folding problem is similar to that for the Traveling Salesman Problem. The lattice nodes represent the cities whereas the neurons in the network represent the amino acids moving towards the closest cities, subject to the HH interactions. The valid path that maximizes the HH contacts corresponds to the minimum energy configuration of the protein. We report promising results for the cases when the protein completely fills a lattice and discuss the current problems and possible extensions. In all the test sequences up to 36 amino acids, the algorithm was able to find the global minimum and its degeneracies.     

Cytochrome c peroxidase compound I: formation of covalent protein crosslinks during the endogenous reduction of the active site

Cytochrome c peroxidase (ferrocytochrome-c:hydrogen-peroxide oxidoreductase, EC 1.11.1.5) was oxidized by hydrogen peroxide in the absence of exogenous electron donor. Higher molecular weight species were observed in the decay products at pH 4.5. Monomer and dimer were separated by gel filtration and purified by anion-exchange chromatography. Peptide mapping of tryptic digests of the dimer indicated a tyrosine crosslink localized between residues 32 and 48 of the native enzyme.     

The response of stream macroinvertebrates to substrate size and heterogeneity

Manipulations of substrate size and components of heterogeneity were designed to test their independent effects and interactions on the abundance and species richness of stream macroinvertebrates. Two components of substrate heterogeneity, variation in size class proportions and number of size classes, had no independent effect on abundance or richness; and in general did not interact with median particle size. Median particle size, stream current, and detritus accounted for most of the significant variation in macroinvertebrates colonizing the experimental substrates. Rocks with high surface heterogeneity (roughness) were colonized by more individuals (but not taxa) than rocks with low surface heterogeneity.     

Effect of Asp-235-->Asn substitution on the absorption spectrum and hydrogen peroxide reactivity of cytochrome c peroxidase.

The spectroscopic properties of a mutant cytochrome c peroxidase, in which Asp-235 has been replaced by an asparagine residue, were examined in both nitrate and phosphate buffers between pH 4 and 10.5. The spin state of the enzyme is pH dependent, and four distinct spectroscopic species are observed in each buffer system: a predominantly high-spin Fe(III) species at pH 4, two distinct low-spin forms between pH 5 and 9, and the denatured enzyme above pH 9.3. The spectrum of the mutant enzyme at pH 4 is dependent upon specific ion effects. Increasing the pH above 5 converts the mutant enzyme to a predominantly low-spin hydroxy complex. Subsequent conversion to a second low-spin form is essentially complete at pH 7.5. The second low-spin form has the distal histidine, His-52, coordinated to the heme iron. To evaluate the effect of the changes in coordination state upon the reactivity of the enzyme, the reaction between hydrogen peroxide and the mutant enzyme was also examined as a function of pH. The reaction of CcP(MI,D235N) with peroxide is biphasic. At pH 6, the rapid phase of the reaction can be attributed to the bimolecular reaction between hydrogen peroxide and the hydroxy-ligated form of the mutant enzyme. Despite the hexacoordination of the heme iron in this form, the bimolecular rate constant is approximately 22% that of pentacoordinate wild-type yeast cytochrome c peroxidase. The bimolecular reaction of the mutant enzyme with peroxide exhibits the same pH dependence in nitrate-containing buffers that has been described for the wild-type enzyme, indicating a loss of reactivity with the protonation of a group with an apparent pKa of 5.4. This observation eliminates Asp-235 as the source for this heme-linked ionization and strengthens the hypothesis that the pKa of 5.4 is associated with His-52. The slower phase of the reaction between peroxide and the mutant enzyme saturates at high peroxide concentration and is attributed to conversion of unreactive to reactive forms of the enzyme. The fraction of enzyme which reacts via the slow phase is dependent upon both pH and specific ion effects.     

Information-theoretical entropy as a measure of sequence variability.

We propose the use of the information-theoretical entrophy, S = -sigman pi log2 pi, as a measure of variability at a given position in a set of aligned sequences. pi stands for the fraction of times the i-th type appears at a position. For protein sequences, the sum has up to 20 terms, for nucleotide sequences, up to 4 terms, and for codon sequences, up to 61 terms. We compare S and Vs, a related measure, in detail with Vk, the traditional measure of immunoglobulin sequence variability, both in the abstract and as applied to the immunoglobulins. We conclude that S has desirable mathematical properties that Vk lacks and has intuitive and statistical meanings that accord well with the notion of variability. We find that Vk and the S-based measures are highly correlated for the immunoglobulins. We show by analysis of sequence data and by means of a mathematical model that this correlation is due to a strong tendency for the frequency of occurrence of amino acid types at a given position to be log-linear. It is not known whether the immunoglobulins are typical or atypical of protein families in this regard, nor is the origin of the observed rank-frequency distribution obvious, although we discuss several possible etiologies.     

Cytochrome c peroxidase catalyzed oxidation of ferrocytochrome c by hydrogen peroxide: ionic strength dependence of the steady-state rate parameters

The steady-state kinetics of the cytochrome c peroxidase catalyzed oxidation of horse heart ferrocytochrome c by hydrogen peroxide have been studied at both pH 7.0 and pH 7.5 as a function of ionic strength. Plots of the initial velocity versus hydrogen peroxide concentration at fixed cytochrome c are hyperbolic. The limiting slope at low hydrogen peroxide give apparent bimolecular rate constants for the cytochrome c peroxidase-hydrogen peroxide reaction identical with those determined directly by stopped-flow techniques. Plots of the initial velocity versus cytochrome c concentration at saturating hydrogen peroxide (200 microM) are nonhyperbolic. The rate expression requires squared terms in cytochrome c concentration. The maximum turnover rate of the enzyme is independent of ionic strength, with values of 470 +/- 50 s-1 and 290 +/- 30 s-1 at pH 7.0 and 7.5, respectively. The limiting slope of velocity versus cytochrome c concentration plots provides a lower limit for the association rate constant between cytochrome c and the oxidized intermediates of cytochrome c peroxidase. The limiting slope varies from 10(6) M-1 s-1 at 300 mM ionic strength to 10(8) M-1 s-1 at 20 mM ionic strength and extrapolates to 5 x 10(8) M-1 s-1 at zero ionic strength. The data are discussed in terms of both a two-binding-site mechanism and a single-binding-site, multiple-pathway mechanism.     

Characterization of the hydrogen peroxide-enzyme reaction for two cytochrome c peroxidase mutants

The bimolecular reaction between Escherichia coli-produced cytochrome-c peroxidase (CcP(MI)) and hydrogen peroxide is identical to that of native yeast cytochrome-c peroxidase (CcP) and hydrogen peroxide in the neutral pH region. Both enzymes have pH-independent bimolecular rate constants of 46 microM-1.s-1 for the reaction with hydrogen peroxide. A second mutant enzyme, E. coli-produced cytochrome-c peroxidase mutant with phenylalanine at position 191 (CcP(MI, F191)), has a pH-independent bimolecular rate constant for the hydrogen peroxide reaction of 65 microM-1.s-1, 40% larger than for CcP or CcP(MI). The initial peroxide-oxidation product of CcP(MI, F191) is an oxyferryl porphyrin pi-cation radical intermediate in contrast to the oxyferryl amino-acid radical intermediate formed upon oxidation of CcP or CcP(MI) with hydrogen peroxide. The reactions of all three enzymes with hydrogen peroxide are pH-dependent in KNO3-containing buffers. The reactions are influenced by an ionizable group, which has an apparent pKa of 5.4 in all three enzymes. The enzymes react with hydrogen peroxide when the ionizable group is unprotonated. Both CcP(MI) and CcP(MI, F191) have slightly smaller pH stability regions compared to CcP as assessed by the hydrogen peroxide titer and spectral analysis. The alteration in structural stability must be attributed to differences in the primary sequence between CcP and CcP(MI) which occur at positions -2, -1, 53 and 152.     

Proton stoichiometry of the cytochrome c peroxidase mechanism as a function of pH.

The proton stoichiometry for the oxidation of cytochrome c peroxidase (ferrocytochrome c: hydrogen-peroxide oxidoreductase, EC 1.11.1.5) to cytochrome c peroxidase Compound I by H2O2, for the reduction of cytochrome c peroxidase Compound I to cytochrome c peroxidase Compound II by ferrocyanide, and for the reduction of cytochrome c peroxidase Compound II to the native enzyme by ferrocyanide has been determined as a function of pH between pH 4 and 8. The basic stoichiometry for the reaction is that no protons are required for the oxidation of the native enzyme to Compound I, while one proton is required for the reduction of Compound I to Compound II, and one proton is required for the reduction of Compound II to the native enzyme. Superimposed upon the basic stoichiometry is a contribution due to the perturbation of two ionizable groups in the enzyme by the redox reactions. The pKa values for the two groups are 4.9 +/- 0.3 and 5.7 +/- 0.2 in the native enzyme, 4.1 +/- 0.4 and 7.8 +/- 0.2 in Compound I, and 4.3 +/- 0.4 and 6.7 +/- 0.2 in Compound II.