Ganga D. Ghimire, Hideki Tanizawa, M. Sonoyama, S. Mitaku
{"title":"Physicochemical properties of GPCR amino acid sequences for understanding GPCR-G-protein coupling","authors":"Ganga D. Ghimire, Hideki Tanizawa, M. Sonoyama, S. Mitaku","doi":"10.1273/CBIJ.8.49","DOIUrl":"https://doi.org/10.1273/CBIJ.8.49","url":null,"abstract":"G-protein coupled receptors (GPCRs) bind with G-proteins upon activation by ligands. Understanding the mechanisms of specific binding between GPCRs and G-proteins is one of the most important issues in bioinformatics research. In this study, the physical properties of various regions were analyzed in order to classify GPCRs by G-protein family and to better understand binding specificity. We focused on cytoplasmic loops (IL1, IL2 and N/C-terminus of IL3), extracellular loops (NTL, EL1 and N/C-terminus of EL2) and cytoplasmic termini of transmembrane helices, except for helices that connect to C-terminus loops. The distribution of hydrophobicity, charge density, lysine and arginine densities, and loop length enabled discrimination of GPCRs with more than 90% accuracy.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2008-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79206474","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
N. Takano, K. Umezawa, Jinzen Ikebe, Yuki Sonobe, Ryosuke Yagisawa, Ito Junichi, N. Hamasaki, D. Mitomo, H. Miyagawa, A. Yamagishi, J. Higo
{"title":"Solvent Site-Dipole Field Accompanying Protein-Ligand Approach Process","authors":"N. Takano, K. Umezawa, Jinzen Ikebe, Yuki Sonobe, Ryosuke Yagisawa, Ito Junichi, N. Hamasaki, D. Mitomo, H. Miyagawa, A. Yamagishi, J. Higo","doi":"10.1273/CBIJ.8.14","DOIUrl":"https://doi.org/10.1273/CBIJ.8.14","url":null,"abstract":"We did a molecular dynamics simulation of a system consisting of a peptide and a protein in explicit solvent to study biomolecular approach process. In the initial structure of simulation, the minimum inter-biomolecular distance was 30 A. During the simulation, the biomolecules approached and contacted to each other. In spite of diffusive motions of water molecules, the orientations of water molecules tended to order in the inter-biomolecular zone showing coherent spatial patterns (solvent site-dipole field) of the ordering. The degree of ordering was synchronized well with the inter-biomolecular distance. This result strongly suggests that the biomolecules distant to each other can interact via the solvent site-dipole field. The effective range for the coherent ordering (i.e., the interaction range via the solvent site-dipole field) was larger than 20 A. A bridge-like structure of the solvent orientational ordering connected the two biomolecules. Biological and physicochemical significance of the ordering is discussed.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2008-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82634055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
S. Sirisattha, E. Kitagawa, M. Yonekura, H. Iwahashi
{"title":"Functional genomics analysis of n-alkyl sulfates toxicity in the yeast Saccharomyces cerevisiae","authors":"S. Sirisattha, E. Kitagawa, M. Yonekura, H. Iwahashi","doi":"10.1273/CBIJ.8.69","DOIUrl":"https://doi.org/10.1273/CBIJ.8.69","url":null,"abstract":"The n-alkyl sulfates (AS) are a class of anionic surfactants that are widely used in industry and in consumer products. In this study, the effects of AS on yeast growth and genome wide transcriptional profiles were analysed by DNA microarray technology. Induced genes were categorized by localization of gene products and by function according to accepted gene ontologies using the MIPS database. A number of genes whose products localized to the cell wall and peroxisome were significantly induced. Genes involved in energy metabolism (i.e., fatty acid β-oxidation pathway) were also significantly induced. To confirm the role of these functions, the sensitivity of selected single gene deletion strains to sodium dodecyl sulfate (SDS) was tested. Deletion strains of cell wall maintenance genes (ΔGAS1, ΔKRE6, and ΔCHS5) were found to be highly sensitive. Interestingly, mutants deleted for genes in the fatty acid β-oxidation pathway were not found to be sensitive. However, regulating genes in the fatty acid β-oxidation pathway were found to respond to SDS exposure in a dose-dependent manner and to be involved in H2O2 production. Here, we report a functional genomics analysis of genome-wide expression data to screen and evaluate AS toxicity in yeast. While the approach begins with a determination of highly-induced genes, its power lies in then determining the most relevant functions targeted by AS, and then assessing loss of key genes by evaluating AS sensitivity in the corresponding deletion mutants.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2008-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80373713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Michio Koyama, K. Hasegawa, Masamoto Arakawa, K. Funatsu
{"title":"Application of Rough Set Theory to High Throughput Screening Data for Rational Selection of Lead Compounds","authors":"Michio Koyama, K. Hasegawa, Masamoto Arakawa, K. Funatsu","doi":"10.1273/CBIJ.8.85","DOIUrl":"https://doi.org/10.1273/CBIJ.8.85","url":null,"abstract":"In the field of drug discovery, high-throughput screening (HTS) is widely used to identify new lead compounds. A considerable number of hit compounds, however, will subsequently be found to have low activities when their inhibitory activities are measured more precisely. Such compounds are called false positives. For a more efficient selection of lead compounds, virtual screening methods with QSAR models have been investigated, but no definitive solutions have been found. In this study, we propose an effective method to identify lead compounds. The proposed method is based on rough set theory (RST), which is a mathematical tool for depicting the uncertainty and vagueness of knowledge. The essential parts of RST are the construction of reducts, which are minimal subsets of variables to distinguish samples, and the extraction of rules using their reducts. By applying RST to the QSAR study of monoamine oxidase (MAO) inhibitors, we extracted several rules for identifying lead compounds. First, 3D-structures of MAO inhibitors were generated uniformly by CORINA, and chemical descriptors were calculated by the Volsurf method. Finally, three unique rules were extracted by using RST. It is found that the each rule is chemically reasonable and compatible with previous studies. Furthermore, the predictive power of RST was also proved by comparison with partial least squares (PLS) and decision tree (DT). These results demonstrate the usefulness of our method.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2008-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81100203","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Integrated pharmacokinetic assessment and strategy for orally effective prodrugs overcoming luminal degradation and biological membrane barriers","authors":"T. Mizuma","doi":"10.1273/CBIJ.8.58","DOIUrl":"https://doi.org/10.1273/CBIJ.8.58","url":null,"abstract":"Because no kinetic principles have been proposed for designing orally effective prodrugs, the author recently reported a kinetic model for membrane transport of prodrugs (Chem-Bio Informatics Journal, 8, 25-32 (2008)), and proposed the kinetic classification and criteria for effective membrane-permeable prodrugs (KCCEMP). The present study addressed more practical conditions, where a prodrug is metabolized/degraded to a drug in the luminal tract after oral administration. Primary factors in orally effective prodrugs are luminal degradation/metabolism and absorption clearance (permeability), which includes the mechanism of membrane transport and metabolism in intestinal cells. The fraction of absorbed prodrug is expressed by the functions of these parameters. Based on the required improvement ratio of the absorption clearance, the kinetic classification and criteria of orally effective prodrugs (KCCOEP) are proposed as a decision tree with conditional equations for guiding kinetic assessment and strategy for the rational development of prodrugs. The assessment of lenampicillin, which was selected as an example of successful prodrugs, according to the procedure indicated a significant impact of luminal degradation/metabolism on the absorbed fraction, and suggests that most ester-type prodrugs on the market degrade in the luminal tract. Thus, a comprehensive study on the fraction of luminal degradation/metabolism and the absorption clearance (permeability) should be conducted to develop orally effective prodrugs, in particular, quantitative assessment of the fraction of contribution (fc,dd) of the drug formed from the prodrug in the luminal tract to the absorption following oral administration of the prodrug is emphasized.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2008-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87866516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Density, Diffusion, and Site-Dipole Field of Solvent around Four Types of Flavonoid Studid by Molecular Dynamics","authors":"丸山 慶一朗, 成敏 神谷, 永淑 尹, 彰 功刀, 剛 横溝, 順一 肥後","doi":"10.1273/CBIJ.8.33","DOIUrl":"https://doi.org/10.1273/CBIJ.8.33","url":null,"abstract":"We studied hydration of four types of small nonpeptidic molecule, flavonoid, by molecular dynamics simulations at 300 K with focusing on three physical quantities: solvent density, solvent site-dipole field, and solvent diffusion. The solvent site-dipole field is a quantity recently introduced by us to study directional ordering of water molecules around solute. The spatial patterns of these quantities showed strong site-dependency around the flavonoids. Common to the four flavonoids, high solvent-density sites around hydrophilic solute atoms were characterized by strong directional ordering of water molecule and by depressed solvent diffusive motions. Contrarily, high solvent-density sites around hydrophobic solute surface were characterized by weak directional ordering. The solvent site-dipole field showed specific ordering patterns of water molecules not only in the first solvent layer but also in the second solvent layer. The spatial patterns of the three quantities were conservative among the four flavonoids whether the intra-flavonoid flexibility was large or not. Thus, an adiabatic approximation, which has been assumed in various theoretical hydration studies, was satisfied well. The hydration at a site in the vicinity of solute was determined mainly by the physico-chemical property of the solute atom group nearest to the solvent site, which supports a phenomenological theorem that the solvent accessible surface area of a solute is proportional to the solvation free energy.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2008-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74996294","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
N. Sakiyama, R. Ke, R. Sawada, M. Sonoyama, S. Mitaku
{"title":"Nuclear localization of proteins with a charge periodicity of 28 residues","authors":"N. Sakiyama, R. Ke, R. Sawada, M. Sonoyama, S. Mitaku","doi":"10.1273/CBIJ.7.35","DOIUrl":"https://doi.org/10.1273/CBIJ.7.35","url":null,"abstract":"Proteins with a charge periodicity of 28 residues (PCP28) were found recently in the human proteome, and many of the annotated PCP28 were located in the nucleus (Ke et al., Jpn. J. Appl. Phys. 2007). The physical properties of the amino acid sequences were analyzed to detect the difference in the physicochemistry between the nuclear and cytoplasmic PCP28 and develop a software system to classify the two types of PCP28. A significant difference in the global parameters from the entire sequence and the local parameters around a segment with the highest positive charge density was found between the nuclear and cytoplasmic PCP28. The global classification score included the densities of proline and cysteine, and the negative charge density, while the local score included the symmetry of the charge distribution, the density of cysteine, and the positive charge density. A prediction system was developed using the global and local scores, which possessed a sensitivity and specificity of 92% and 88%, respectively. The mechanism of translocation of proteins to the nucleus is discussed using the parameters relevant to the predictive system.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2007-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81452987","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Compound-Transporter Interaction Studies using Canonical Correlation Analysis","authors":"M. Kitajima, Yohsuke Minowa, H. Matsuda, Y. Okuno","doi":"10.1273/CBIJ.7.24","DOIUrl":"https://doi.org/10.1273/CBIJ.7.24","url":null,"abstract":"The efficient screening of lead compounds or drug candidates for efficacy and safety is critically important during the early stage of drug development. Compounds are usually screened from a diverse ‘chemical space’ based only on its pharmacological effects, but this screening is not enough to guarantee drug safety. To solve this problem, we devised a chemical space that takes into account interaction information with proteins such as drug transporters. We also created and evaluated a mathematical model for predicting compound-transporter interactions. This was achieved by first generating an interaction correlation matrix based on drug transporters and their corresponding inhibitor compounds. To implement a screening scheme that takes into account interaction with drug transporters, we created a model using Canonical Correlation Analysis (CCA) that makes use of the known information on interaction between drug transporters and their corresponding inhibitors. Cross-validation of the model gave satisfactory test results and a physiologically relevant chemical space was constructed based on the model.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2007-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86640035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Implementation of the blue moon ensemble method","authors":"Y. Komeiji","doi":"10.1273/CBIJ.7.12","DOIUrl":"https://doi.org/10.1273/CBIJ.7.12","url":null,"abstract":"The blue moon ensemble method (Carter et al., 1989, Chem. Phys. Lett. 156, 472; Sprik & Ciccotti, 1998, J. Chem. Phys. 109, 7737) calculates the free energy profile of a chemical reaction along a specified reaction coordinate. The explicit algorithms for two simple reaction coordinates (“distance between two particles” and “difference between two distances”) are derived. The derived algorithms are presented by Fortran-like codes to facilitate their implementation in arbitrary programs.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2007-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75226566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
N. Sakiyama, R. Ke, R. Sawada, M. Sonoyama, S. Mitaku
{"title":"Nuclear proteins with charge periodicity of 28 residues are specifically increased in vertebrate genomes","authors":"N. Sakiyama, R. Ke, R. Sawada, M. Sonoyama, S. Mitaku","doi":"10.1273/CBIJ.7.69","DOIUrl":"https://doi.org/10.1273/CBIJ.7.69","url":null,"abstract":"More than 36,000 open reading frames (ORFs) from the human genome were previously analyzed by the autocorrelation function of electric charge distribution, revealing the existence of many proteins with a charge periodicity of 28 residues (PCP28) (Ke et al., Jpn. J. Appl. Phys. 2007). The major component of PCP28 was located in the nucleus, and the nuclear PCP28 of ten vertebrate and seven invertebrate organisms were predicted with a novel software system (Sakiyama et al., CBI Journal 2007) for revealing the biological significance of nuclear PCP28. Retrieval of the features of the human nuclear PCP28 in Swiss-Prot revealed that almost 90% of nuclear PCP28 functions in transcriptional regulation, including hypothetical transcription factors. To study how nuclear PCP28 is increased in eukaryote genomes, we compared the number of all nuclear PCP28 in vertebrate and invertebrate genomes. The results showed that nuclear PCP28 is specifically increased in vertebrate genomes and that the ratio of other types of PCP28 is almost constant in all eukaryote genomes. These findings strongly suggest that nuclear PCP28 is an essential protein for vertebrate organisms.","PeriodicalId":40659,"journal":{"name":"Chem-Bio Informatics Journal","volume":null,"pages":null},"PeriodicalIF":0.3,"publicationDate":"2007-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74685206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}