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Da-Fu Ding

Publications and source records attributed to Da-Fu Ding.

At least 19 recordsLinked to original sources

A structure-function analysis of glial cell-line-derived neurotrophic factor receptor alpha1.

The GFRalpha1 cDNA was amplified by RT-PCR from fetal rat hippocampus. The soluble recombinant GFRalpha1 and its mutants were obtained from an Escherichia coli expression system. The biological activity of soluble GFRalpha1 and its mutants were evaluated in PC12 cells. The results suggest that the central domain of GFRalpha1 is a crucial determinant for ligand binding. This established a solid basis for further study to find the key amino acid mediating the binding of GDNF and GFRalpha1.

Amino Acid Sequence↗

[Deducing functional epitopes for GDNF proteins and its specific GFRalpha co-receptors using phylogenetic approach].

Glial cell line-derived neurotrophic factor (GDNF) has received much attention as potential therapeutic agent for the treatment of neurodegenerative diseases. It will be very important to discover the molecular mechanism of this factor and its specific GFRalpha co-receptor. Based on the principle of molecular evolution that site-specific functional importance is relevant to the pressure it undergoes under natural selection, evolutionary trace method was used to identify the functional epitopes in GDNF and GFRalpha families. Some trace residues had been proved to be important in ligand-receptor binding, especially in rat GFRalpha1, where alanine scanning mutagenesis confirmed that sites N(152)N(153), R(259), S(316)N(317)S(318) and Q(247)D(248)S(249) were critical for GFRalpha1 binding to GDNF or Ret and thus affected the formation of GDNF-GFRalpha1-Ret complex.

Animals↗

[A evolutionary approach to identification of orthologous relationship across proteomes].

How to identify the true orthologous and paralogous relationships among protein families is still a key problem in genome annotation and comparative protemics. Here, a evolutionary approach to ascertainment of the orthologous relationships across the genomes is developed. Forty-four cases of protein families are used in the test for the evolutionary approach. Compared with the method of COG (cluster of orthologous groups of proteins), this approach can generally identify the orthologous relationships and accurately predict the genome function.

Animals↗

Rational Redesign of Inhibitors of Furin/kexin Processing Proteases.

Furin/kexin processing proteases catalyze the proteolysis of large protein precursors involved in many biological processes, such as zymogen activation, peptide hormone synthesis, viral protein processing and receptor maturation, making them potential targets for therapeutic agents. Herein, homology modeling and weighted evolutionary tracing were combined to investigate the interactionmechanism of furin/kex2 with eglin C mutants. The model structures showed that there were many acidic residues in the furin (kex2) binding interface, contributing to specificity for multiple basic residues of their corresponding substrates or inhibitors. Besides, some rational explanations were presented for the different inhibitor/substrate specificity of the furin/kexin members by combining the model structures with results of evolutionary tracing. Based on these analyses,an attempt was made to rationally redesign the eglin C by interface engineering with heterogeneous self-consistent ensemble optimization to improve its inhibitory specificity on furin/kex2. With the model complex structures of furin/kex2 and eglin C variants as structural templates, the P(1), P(2) and P(4) of eglin C were redesigned, respectively. The design results show that both furin and kex2 favored basic residues at P(1), P(2) and P(4) in eglin C, in good agreement with the experimental data. The detection of many specific residues in S' part of furin/kexin sequences made possible designing inhibitors with high specific binding to furin and kex2, respectively. As for furin, the best inhibitor designed was eglin C-P(2)'Glu-P(3)'Asp-P(4)'Arg (only these three positions were shown), while the best eglin C variant for kex2 designed was P(2)'Arg-P(3)'Arg-P(4)'Glu. The structures show that furin and kex2 form distinct interactions with these two eglin C variants. Herein, a strategy was proposed that combine homology modeling, evolutionary tracing and rational interface redesign to investigate enzyme-inhibitor interactions and inhibitor engineering. This computational design gives some rational guidance to further experimental inhibitor engineering.

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Delineation of Continuous Domains in Proteins by Differences of Free Energy.

Domain is a protein architecture under proteins' tertiary structure,which can be identified in most of proteins. Different combinations of domains lead to the formation of diverse tertiary structures with diverse function for proteins. The delineation of domains for a protein is important not only conceptually but also practically. Unfortunately, up to now there is not an ideal means to achieve that. This paper proposes a method for domain delineation based on the maximum refolding free energy. The criteria are more or less objective. By using this method, 50 proteins are analyzed. The boundaries for most proteins agree with the data reported in literature. There are a few examples that seem more reasonable, although they are not identical with those in literature.

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The Spot Fitting and Expression Quantification for the Nylon Filter cDNA Microarray.

High-density cDNA microarray is important in monitoring large scalegenomic expression profile. With radiolabeled cDNA sample, nylon filter cDNA microarrays have high sensitivity and wide linear range of hybridization signals, so it can be employed to detect many important low-abundance cDNAs. However, the nylon filter tends to be randomly contaminated, and the array spots are prone to dispersion and saturation, resulting in inaccurate expression value. Based on aphysical model, we address a novel treatment with accurate positioning, complement of saturation and correction of interference. Thus the accurate quantificati on of expression can be extracted with remarkably improved reproducibility.

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De Novo Interpretation of MS/MS Spectra and Protein Identification via Database Searching.

Peptide sequencing via tandem mass spectrometry(MS/MS)is one of the most powerful tools in proteomics to identify proteins. A new algorithm was developed for de novo interpretation of MS/MS spectra using graph theory and dynamic alignment between real spectra and theoretical spectra. The trustworthy peptides from de novo interpretation were used in protein identification via database searching. A high throughput statistical analysis of SwissProt and TrEMBL protein databases showed that it's enough to identify a protein in database with three sequence tags of four amino acid residues, two sequence tags of five amino acid residues or one sequence tag of eight amino acid residues.

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Conservation and Evolution of the "Core Apoptotic Engine" Lesson from the Genome Comparison of Drosophila.

Genome comparison is the main approach to deduce regulatory network from genome sequence. Apoptotic network is one kind of typical regulatory networks. EGL1, CED3, CED4, CED9 and their homologous proteins play essential roles in apoptosis of C.elegans and mammals, and were regarded as the components of the"core apoptotic engine". But in fruit fly, Drosophila melanogaster, this network is incomplete. A series of bioinformatic analyses found the lost chains of "core apoptotic engine" by discovering two homologues of BCL2/CED9 and one of EGL1 in fruit fly genome sequences. These findings proved that the "core apoptotic engine" is indeed widely conserved among multicellular organisms and the evolutionary complexity of this network of Drosophila is between that of C.elegans and mammals.

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Reconstruction of ABC Transporter Pathways of Archaea and Comparison of Their Genomes.

Reconstruction and comparison of metabolic pathway and regulatory network is an advanced task in genome function prediction. In this study, many bioinformatic tools were employed to reconstruct all ABC transporter pathways and predict their functional features of an archaeon, Pyrococcus abyssi, on genome scale. The comparison between ABC transporter pathways of P.abyssi and those of another archaeon, M.jannaschii, revealed that there was no peptide uptake ABC transporter system in M.jannaschii. This may result from their different metabolic types.

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The Relationship between Yeast Coexpressed Gene Clusters and Their Upstream cis-acting Elements.

DNA microarrays bring biology a new approach to study functions of genes and genomes from their expression pattern on a genomic scale. With its fully sequenced genome and newly published expression patterns available, budding yeast (Saccharomyces cerevisiae) was chosen to carry out an investigation of the relationship between gene 5' upstream cis-acting elements and expression patterns using bioinformatic tools. Results show that genes in the same cluster share common cis-acting element candidates and can be regulated by same transfactors. In the sites found by this study, some sites are corresponding to known cis-acting elements, while others may indicate new ones that can be tested by experiments. The results are helpful to understand more about gene functions, metabolic pathways and genetic networks.

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An Evolutionary Trace Method for Functional Prediction of Genomes.

It is essential for functional genomics to develop an accurate and efficient functional prediction method of genomes. Here, a new method is suggested, that is based on the fact that ortholog-specific motif is an evolutionary trace, in which the functional prediction of genomics is carried out. First, orthologous sets in a family were constructed using evolutionary analysis then functional motifs for each orthologous set were found out and a database consisted of these motifs was built. When this database is completed, unknown genes can be predicted accurately and quickly by searching it. The pilot study on five families proves that our method is feasible.

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The Feasibility of Using Proteome Expression Profile for Genome Annotation.

By investigating into the expression data from ECO2DBASE (Edition 6),the feasibility of using proteome expression profile for genome annotation was tested. Based on our newly developed CRC (cellular role cluster) method,79 proteins extracted from ECO2DBASE were clustered into 4 CRCs. Function related proteins tend to be clustered into same CRC. Total 9 aminoacyl-tRNA synthetases were clustered into CRC2, whereas 4 heat-shock proteins into CRC3. These results indicate with enough proteome expression data and the efficient algorithm, proteome expression profile can provide very important information for genome annotation, while this kind of information is sequence-independent.

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Engineering Novel Functional Proteins Grafting Active Sites into Natural Scaffolds.

Engineering novel small functional proteins by grafting active sites into small but stable proteins is an efficient protein design method. Combining heterogeneous self-consistent ensemble optimization (hetero-SCEO) with 3D-motif search tool, we developed a system to accomplish such method. It is tested by transferring zinc-binding site of carbonic anhydrase form B to charybdotoxin and its efficiency is demonstrated.

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Modeling and Analysis of Structures of Phospholipase A(2)'s from Venom of Agkistrodon haly Pallas.

We have modeled three-dimensional structures of basic-acidic hybrid phospholipase A(2)-II and neutral phospholipase A(2) from venom of snake Agkistrodon halys Pallas, based on the known structures of basic and acidic phospholipase A(2)'s from the same source. We have compared these structures of phospholipase A(2)'s, explained the results of fluorescent spectrum study on the phospholipase A(2)'s and calculated the electrostatic potential maps on the catalytic active site. We suggest that the electrostatic potential around the catalytic active site of PLA(2) containing a calcium ion favors the binding of the PLA(2) to its substrate with negative charge.

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Flexible Docking of Proteins and "Drug-like" Ligands.

By using "tabu search" algorithm and Gehlhaar potential function, a new approach is presented for flexible docking of protein and its "drug-like" ligand has been developed. Computational test for this method with a set of 100 complexes has been performed, which indicated that the deviation of 89% of the predicted complex conformation was less than 0.25 nm. Compared with GOLD, a program of genetic algorithm, our method has high accuracy, low limit and short computation time.

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Design of Protein Cores by Screening Combinatorial Sequence Library.

We have developed a new method, heterogeneous self-consistent ensemble optimization (hetero-SCEO), to select appropriate hydrophobic cores of proteins. It has been tested with five kinds of proteins: lambda-repressor, phage 434 CRO protein, interleukin-4, thioredoxin and ubiquitin. The results show that the method can be used for the de novo desigh of the hydrophobic cores of proteins.

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Predicting Binding Free Energy for Protein Complexes.

A novel empirical free energy function and a computationally more effect algorithm are applied to 21 protein complexes to predict the free energies of binding. Compared with the other works what have done in literature, better agreement between the predicted and measured binding free energies is obtained. The predicted values, are typically within 1.0 kcal/mol of the measured, while keeping a high correlation coefficient of 96 %. Predicting the binding free energy of a typical protease-inhibitor complex takes about 2 min on SGI-IMPACT R10000 Workstation. What is more, the results reconfirm that the interactions between the hydrophilic atoms may play a more favorable role in binding than in folding.

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An Assembly Algorithm for DNA Sequence with Repeats.

A program for assembling DNA fragments using a new approach has been developed. In the program, a filter and a sequence alignment are used to identify the true overlap between the two fragments. Then the fragments in repeat copies are put into a repeat contig and the others are put into nonrepeat contigs. The repeat contig is resolved into two contigs and then all contigs are merged into one contig. At last the multiple alignment is obtained by the order of fragments in the contig, thereby forming a consensus sequence.The performance tests of the program for eight fragment libraries have demonstrated the feasibility of the program.

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