Biomedical subjects

Iris Antes

Publications and source records attributed to Iris Antes.

11 recordsLinked to original sources

PubMed2006

DynaPred: a structure and sequence based method for the prediction of MHC class I binding peptide sequences and conformations.

MOTIVATION: The binding of endogenous antigenic peptides to MHC class I molecules is an important step during the immunologic response of a host against a pathogen. Thus, various sequence- and structure-based prediction methods have been proposed for this purpose. The sequence-based methods are computationally efficient, but are hampered by the need of sufficient experimental data and do not provide a structural interpretation of their results. The structural methods are data-independent, but are quite time-consuming and thus not suited for screening of whole genomes. Here, we present a new method, which performs sequence-based prediction by incorporating information obtained from molecular modeling. This allows us to perform large databases screening and to provide structural information of the results. RESULTS: We developed a SVM-trained, quantitative matrix-based method for the prediction of MHC class I binding peptides, in which the features of the scoring matrix are energy terms retrieved from molecular dynamics simulations. At the same time we used the equilibrated structures obtained from the same simulations in a simple and efficient docking procedure. Our method consists of two steps: First, we predict potential binders from sequence data alone and second, we construct protein-peptide complexes for the predicted binders. So far, we tested our approach on the HLA-A0201 allele. We constructed two prediction models, using local, position-dependent (DynaPred(POS)) and global, position-independent (DynaPred) features. The former model outperformed the two sequence-based methods used in our evaluation; the latter shows a much higher generalizability towards other alleles than the position-dependent models. The constructed peptide structures can be refined within seconds to structures with an average backbone RMSD of 1.53 A from the corresponding experimental structures.

Algorithms↗

PubMed2006

Synthesis and evaluation of heteroaryl-substituted dihydronaphthalenes and indenes: potent and selective inhibitors of aldosterone synthase (CYP11B2) for the treatment of congestive heart failure and myocardial fibrosis.

In this study, the synthesis and biological evaluation of heteroaryl-substituted dihydronaphthalenes and indenes (1-16) is described. The compounds were tested for activity by use of human CYP11B2 expressed in fission yeast and V79 MZh cells and for selectivity by use of human CYP11B1, CYP17, and CYP19. The most active inhibitor was the 6-methoxydihydronaphthalene 4 (IC(50) = 2 nM), showing a K(i) value of 1.3 nM and a competitive type of inhibition. The 5-methoxyindene 3 was found to be the most selective CYP11B2 inhibitor (IC(50) = 4 nM; CYP11B1 IC(50) = 5684 nM), which also showed only marginal inhibition of human CYP3A4 and CYP2D6. Docking and molecular dynamics studies using our homology-modeled CYP11B2 structure were performed to understand some structure-activity relationships. Caco-2 cell experiments revealed highly cell-permeable compounds, and metabolic studies with 4 using rat liver microsomes showed sufficient stability.

Animals↗

PubMed2006

Improvement of the fungal enzyme pyranose 2-oxidase using protein engineering.

Native pyranose 2-oxidase (P2Ox) was purified from Peniophora sp. and characterized. To improve its catalytic efficiencies and stabilities by protein engineering, we cloned and expressed the P2Ox gene in Escherichia coli and received active, fully flavinylated recombinant P2OxA. Selenomethionine-labeled P2OxA was used for X-ray analysis and the resulting crystal structure enabled the rational design using variant P2OxA1 with the substitution E542K as template. Besides increased thermal and pH stabilities this variant showed improved catalytic efficiencies (k(cat)/K(m)) for the main substrates. A new variant, P2OxA2H, with an additional substitution T158A and a C-terminal His(6)-tag exhibited significantly decreased apparent K(m) values for D-glucose (0.47 mM), l-sorbose (1.79 mM), and D-xylose (1.35 mM). Compared to native P2Ox, the catalytic efficiencies were substantially improved for D-glucose (230-fold), L-sorbose (874-fold), and D-xylose (1751-fold). This P2Ox variant was used for the bioconversion of L-sorbose under O(2)-saturation in a molar scale. The structure-activity relationships of the amino acid substitutions were analyzed by modelling of the mutated P2Ox structures. Molecular docking calculations of various carbohydrates into the crystal structure of P2OxA and the analysis of the protein-ligand interactions in the docked complexes enabled us to explain the substrate specificity of the enzyme by a conserved hydrogen bond pattern which is formed between the protein and all substrates.

Amino Acid Sequence↗

PubMed2005

Heteroaryl-substituted naphthalenes and structurally modified derivatives: selective inhibitors of CYP11B2 for the treatment of congestive heart failure and myocardial fibrosis.

Recently we proposed inhibition of aldosterone synthase (CYP11B2) as a novel strategy for the treatment of congestive heart failure and myocardial fibrosis. In this study the synthesis and biological evaluation of heteroaryl-substituted naphthalenes and quinolines (1-31) is described. Key step for the preparation of the compounds was a Suzuki cross-coupling. Activity of the compounds was determined in vitro using human CYP11B2 and selectivity was evaluated toward the human steroidogenic enzymes CYP11B1, CYP19, and CYP17. A large number of highly active and selective inhibitors of CYP11B2 was identified. The most active inhibitor was the 6-cyano compound 8 (IC50 = 3 nM) showing a competitive type of inhibition (K(i) value = 1.9 nM). The 6-ethoxy derivative 5 was found to be the most selective CYP11B2 inhibitor (IC50 = 12 nM; K(i) value = 8 nM; CYP11B1 IC50 = 5419 nM; selectivity factor = 451), showing no inhibition of human CYP3A4 (50 nM) and CYP2D6 (20 nM). Docking and molecular dynamics studies using our homology modeled CYP11B2 structure with selected compounds were performed. Caco-2 cell experiments revealed a large number of medium and highly permeable compounds and metabolic studies with 2 using rat liver microsomes showed sufficient stability.

Aromatase↗

PubMed2005

Structural and functional analysis of a novel mutation of CYP21B in a heterozygote carrier of 21-hydroxylase deficiency.

Congenital adrenal hyperplasia (CAH) due to 21-hydroxylase deficiency is one of the most common autosomal recessive disorders and occurs in its non-classical form in up to 6% of hirsute women. We report on a young woman with the clinical diagnosis of non-classical CAH and a novel, heterozygous missense mutation CTG-->GTG in exon 8, codon 317, of the steroid 21-hydroxylase CYP21B and complete loss of pseudogenes. Protein sequences of closely related P450 cytochromes and a homology-based 3D model of CYP21B were used for further functional analyses. We found that the mutated residue is part of a large cluster of hydrophobic residues. This cluster has three important features: (1) it is located directly next to the binding pocket, in close vicinity of the heme-cofactor, (2) all amino acids of the cluster are directly connected to two important binding regions, and (3) the packing within the cluster is very dense. Due to the tight packing in the cluster and its direct connection to the binding pocket region, any changes induced by the mutation of residue 317 can be expected to lead to structural shifts within the binding pocket and can explain the clinically observed impairment of 21-hydroxylase activity. In conclusion, the novel mutation L317V of the steroid 21-hydroxylase gene is associated with reduced steroid 21-hydroxylase activity probably due to structural shifts within the binding pocket and a mild phenotype of steroid 21-hydroxylase deficiency. In addition, the results support previous findings in which heterozygous CYP21 mutations are associated with symptoms of hyperandrogenism in susceptible individuals.

Adolescent↗

PubMed2005

Alternative binding modes of proline-rich peptides binding to the GYF domain.

Recognition of proline-rich sequences plays an important role for the assembly of multiprotein complexes during the course of eukaryotic signal transduction and is mediated by a set of protein folds that share characteristic features. The GYF (glycine-tyrosine-phenylalanine) domain is known as a member of the superfamily of recognition domains for proline-rich sequences. Recent studies on the complexation of the CD2BP2-GYF domain with CD2 peptides showed that the peptide adopts an extended conformation and forms a polyproline type-II helix involving residues Pro4-Pro7 [Freund et al. (2002) EMBO J. 21, 5985-5995]. R/K/GxxPPGxR/K is the key signature for the peptides that bind to the GYF domain [Kofler et al. (2004) J. Biol. Chem. 279, 28292-28297]. In our combined theoretical and experimental study, we show that the peptides adopt a polyproline II helical conformation in the unbound form as well as in the complex. From molecular dynamics simulations, we identify a novel binding mode for the G8W mutant and the wild-type peptide (shifted by one proline in register). In contrast, the conformation of the peptide mutant H9M remains close to the experimentally derived wild-type GYF-peptide complex. Possible functional implications of this altered conformation of the bound ligand are discussed in the light of our experimental and theoretical results.

Adaptor Proteins, Signal Transducing↗

PubMed2005

Synthesis and evaluation of imidazolylmethylenetetrahydronaphthalenes and imidazolylmethyleneindanes: potent inhibitors of aldosterone synthase.

Elevated plasma aldosterone levels play a detrimental role in certain forms of congestive heart failure and myocardial fibrosis. We proposed aldosterone synthase (CYP11B2) as a novel target for the treatment of these diseases. In this study, the synthesis and biological evaluation of substituted E- and Z-imidazolylmethylenetetrahydronaphthalenes and E- and Z-imidazolylmethyleneindanes (compounds 1a,b-9a,b) is described. The compounds were prepared by a Wittig-like reaction. They were tested for activity using bovine CYP11B and human CYP11B2 expressed in fission yeast and V79 MZh cells. Selectivity was determined toward human CYP11B1, CYP19, and CYP17. Especially in the case of CYP11B1 (steroid 11beta-hydroxylase), selectivity is a crucial issue, since sequence homology between this enzyme and the target enzyme is very high (93%). On the basis of the X-ray structure of human CYP2C9, a protein model of CYP11B2 was developed and docking experiments with the title compounds were performed. The biological results revealed highly potent inhibitors of CYP11B2 (IC(50) = 4-93 nM). The Z-isomers usually were more active than the corresponding E-isomers. Different inhibitory profiles could be observed: rather selective inhibitors of CYP11B1, dual inhibitors of both enzymes, and rather selective inhibitors of CYP11B2. The chloro derivative 8b was found to be a highly potent CYP11B2 inhibitor (IC(50) = 4 nM) showing a 5-fold selectivity for CYP11B1 (IC(50) = 20 nM). This compound could be an interesting lead for further optimization as a therapeutic agent. It also could be used as well as the CYP11B1 selective compounds as a pharmacological tool.

Animals↗

PubMed2005

Synthesis and evaluation of (pyridylmethylene)tetrahydronaphthalenes/-indanes and structurally modified derivatives: potent and selective inhibitors of aldosterone synthase.

Elevated aldosterone levels are key effectors for the development and progression of congestive heart failure and myocardial fibrosis. Recently, we proposed inhibition of aldosterone synthase (CYP11B2) as an innovative strategy for the treatment of these diseases. In this study, the synthesis and biological evaluation of E- and Z-(pyridylmethylene)tetrahydronaphthalenes and -indanes (1a,b-38a) is described. The activity of the compounds was determined using human CYP11B2, and the selectivity was evaluated toward the human steroidogenic enzymes CYP11B1, CYP19, and CYP17. The biological results revealed a few rather selective inhibitors of CYP11B1, some compounds inhibiting both CYP11B1 and CYP11B2, and a large number of highly selective inhibitors of CYP11B2. The most active inhibitor was the 3-pyridyl compound 5a (IC(50) = 7 nM). The pyrimidyl-substituted derivative 28a was found to be the most selective CYP11B2 inhibitor (IC(50) = 27 nM) in this series, showing a 120-fold selectivity for CYP11B1 (IC(50) = 3179 nM). Molecular modeling, i.e., examination of the electronic and steric features of selected compounds and homology modeling and docking, was used to understand the structure-activity/-selectivity relationships.

Adrenal Cortex Hormones↗

PubMed2003

The unbinding of ATP from F1-ATPase.

Using molecular dynamics, we study the unbinding of ATP in F(1)-ATPase from its tight binding state to its weak binding state. The calculations are made feasible through use of interpolated atomic structures from Wang and Oster [Nature 1998, 396: 279-282]. These structures are applied to atoms distant from the catalytic site. The forces from these distant atoms gradually drive a large primary region through a series of sixteen equilibrated steps that trace the hinge bending conformational change in the beta-subunit that drives rotation of gamma-subunit. As the rotation progresses, we find a sequential weakening and breaking of the hydrogen bonds between the ATP molecule and the alpha- and beta-subunits of the ATPase. This finding agrees with the "binding-zipper" model [Oster and Wang, BIOCHIM: Biophys. Acta 2000, 1458: 482-510.] In this model, the progressive formation of the hydrogen bonds is the energy source driving the rotation of the gamma-shaft during hydrolysis. Conversely, the corresponding sequential breaking of these bonds is driven by rotation of the shaft during ATP synthesis. Our results for the energetics during rotation suggest that the nucleotide's coordination with Mg(2+) during binding and release is necessary to account for the observed high efficiency of the motor.

Adenosine Triphosphate↗

PubMed2002

Molecular dynamics simulations of photoactive yellow protein (PYP) in three states of its photocycle: a comparison with X-ray and NMR data and analysis of the effects of Glu46 deprotonation and mutation.

Photoactive yellow protein (PYP) is a prototype of the PAS domain superfamily of signaling proteins. The signaling process is coupled to a three-state photocycle. After the photoinduced trans-cis isomerization of the chromophore, 4-hydroxycinnamic acid (pCA), an early intermediate (pR) is formed, which proceeds to a second intermediate state (pB) on a sub-millisecond time scale. The signaling process is thought to be connected to the conformational changes upon the formation of pB and its recovery to the ground state (pG), but the exact signaling mechanism is not known. Experimental studies of PYP by solution NMR and X-ray crystallography suggest a very flexible protein backbone in the ground as well as in the signaling state. The relaxation from the pR to the pB state is accompanied by the protonation of the chromophore's phenoxyl group. This was found to be of crucial importance for the relaxation process. With the goal of gaining a better understanding of these experimental observations on an atomistic level, we performed five MD simulations on the three different states of PYP: a 1 ns simulation of PYP in its ground state [pG(MD)], a 1 ns simulation of the pR state [pR(MD)], a 2 ns simulation of the pR state with the chromophore protonated (pRprot), a 2 ns simulation of the pR state with Glu46 exchanged by Gln (pRGln) and a 2 ns simulation of PYP in its signaling state [pB(MD)]. Comparison of the pG simulation results with X-ray and NMR data, and with the results obtained for the pB simulation, confirmed the experimental observations of a rather flexible protein backbone and conformational changes during the recovery of the pG from the pB state. The conformational changes in the region around the chromophore pocket in the pR state were found to be crucially dependent on the strength of the Glu46-pCA hydrogen bond, which restricts the mobility of the chromophore in its unprotonated form considerably. Both the mutation of Glu46 with Gln and the protonation of the chromophore weaken this hydrogen bond, leading to an increased mobility of pCA and large structural changes in its surroundings. These changes, however, differ considerably during the pRGln and pRprot simulations, providing an atomistic explanation for the enhancement of the rate constant in the Gln46 mutant.

Bacterial Proteins↗

PubMedDate not supplied

POEM: Parameter Optimization using Ensemble Methods: application to target specific scoring functions.

In computational biology processes such as docking, binding, and folding are often described by simplified, empirical models. These models are fitted to physical properties of the process by adjustable parameters. An appropriate choice of these parameters is crucial for the quality of the models. Locating the best choices for the parameters is often is a difficult task, depending on the complexity of the model. We describe a new method and program, POEM (Parameter Optimization using Ensemble Methods), for this task. In POEM we combine the DOE (Design Of Experiment) procedure with ensembles of different regression methods. We apply the method to the optimization of target specific scoring functions in molecular docking. The method consists of an iterative procedure that uses alternate evaluation and prediction steps. During each cycle of optimization we fit an approximate function to a defined loss function landscape and improve the quality of this fit from cycle to cycle by constantly augmenting our data set. As test applications we fitted the FlexX and Screenscore scoring functions to the kinase and ATPase protein classes. The results are promising: Starting from random parameters we are able to locate parameter sets which show superior performance compared to the original values. The POEM approach converges quickly and the approximated loss function landscapes are smooth, thus making the approach a suitable method for optimizations on rugged landscapes.

Adenosine Triphosphatases↗