Literature DB >> 17385012

A cheminformatic toolkit for mining biomedical knowledge.

Gus R Rosania1, Gordon Crippen, Peter Woolf, David States, Kerby Shedden.   

Abstract

PURPOSE: Cheminformatics can be broadly defined to encompass any activity related to the application of information technology to the study of properties, effects and uses of chemical agents. One of the most important current challenges in cheminformatics is to allow researchers to search databases of biomedical knowledge, using chemical structures as input.
MATERIALS AND METHODS: An important step towards this goal was the establishment of PubChem, an open, centralized database of small molecules accessible through the World Wide Web. While PubChem is primarily intended to serve as a repository for high throughput screening data from federally-funded screening centers and academic research laboratories, the major impact of PubChem could also reside in its ability to serve as a chemical gateway to biomedical databases such as PubMed.
CONCLUSION: This article will review cheminformatic tools that can be applied to facilitate annotation of PubChem through links to the scientific literature; to integrate PubChem with transcriptomic, proteomic, and metabolomic datasets; to incorporate results of numerical simulations of physiological systems into PubChem annotation; and ultimately, to translate data of chemical genomics screening efforts into information that will benefit biomedical researchers and physician scientists across all therapeutic areas.

Mesh:

Year:  2007        PMID: 17385012     DOI: 10.1007/s11095-007-9285-5

Source DB:  PubMed          Journal:  Pharm Res        ISSN: 0724-8741            Impact factor:   4.200


  197 in total

1.  LIGAND: chemical database of enzyme reactions.

Authors:  S Goto; T Nishioka; M Kanehisa
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

Review 2.  Chemoinformatics - similarity and diversity in chemical libraries.

Authors:  P Willett
Journal:  Curr Opin Biotechnol       Date:  2000-02       Impact factor: 9.740

3.  Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program.

Authors:  A R Aronson
Journal:  Proc AMIA Symp       Date:  2001

4.  Rational selection of training and test sets for the development of validated QSAR models.

Authors:  Alexander Golbraikh; Min Shen; Zhiyan Xiao; Yun-De Xiao; Kuo-Hsiung Lee; Alexander Tropsha
Journal:  J Comput Aided Mol Des       Date:  2003 Feb-Apr       Impact factor: 3.686

Review 5.  Analyzing cellular biochemistry in terms of molecular networks.

Authors:  Yu Xia; Haiyuan Yu; Ronald Jansen; Michael Seringhaus; Sarah Baxter; Dov Greenbaum; Hongyu Zhao; Mark Gerstein
Journal:  Annu Rev Biochem       Date:  2004       Impact factor: 23.643

6.  Why fluorescent probes for endoplasmic reticulum are selective: an experimental and QSAR-modelling study.

Authors:  J Colston; R W Horobin; F Rashid-Doubell; J Pediani; K K Johal
Journal:  Biotech Histochem       Date:  2003-12       Impact factor: 1.718

7.  A pharmacophore hypothesis for P-glycoprotein substrate recognition using GRIND-based 3D-QSAR.

Authors:  Giovanni Cianchetta; Robert W Singleton; Meng Zhang; Marianne Wildgoose; Dennis Giesing; Arnaldo Fravolini; Gabriele Cruciani; Roy J Vaz
Journal:  J Med Chem       Date:  2005-04-21       Impact factor: 7.446

8.  Beyond the hyperactive molecule: search, salvage and visualization of chemical information from the Internet.

Authors:  W D Ihlenfeldt; J Gasteiger
Journal:  Pac Symp Biocomput       Date:  1996

9.  Synthesis and evaluation of novel rhodacyanine dyes that exhibit antitumor activity.

Authors:  M Kawakami; K Koya; T Ukai; N Tatsuta; A Ikegawa; K Ogawa; T Shishido; L B Chen
Journal:  J Med Chem       Date:  1997-09-26       Impact factor: 7.446

10.  Perturbational profiling of a cell-line model of tumorigenesis by using metabolic measurements.

Authors:  Arvind Ramanathan; Connie Wang; Stuart L Schreiber
Journal:  Proc Natl Acad Sci U S A       Date:  2005-04-19       Impact factor: 11.205

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  6 in total

1.  Small molecule inhibition of the steroid receptor coactivators, SRC-3 and SRC-1.

Authors:  Ying Wang; David M Lonard; Yang Yu; Dar-Chone Chow; Timothy G Palzkill; Bert W O'Malley
Journal:  Mol Endocrinol       Date:  2011-11-03

Review 2.  The subcellular distribution of small molecules: from pharmacokinetics to synthetic biology.

Authors:  Nan Zheng; Hobart Ng Tsai; Xinyuan Zhang; Gus R Rosania
Journal:  Mol Pharm       Date:  2011-08-15       Impact factor: 4.939

3.  Exploiting PubChem for Virtual Screening.

Authors:  Xiang-Qun Xie
Journal:  Expert Opin Drug Discov       Date:  2010-12       Impact factor: 6.098

4.  A novel method for mining highly imbalanced high-throughput screening data in PubChem.

Authors:  Qingliang Li; Yanli Wang; Stephen H Bryant
Journal:  Bioinformatics       Date:  2009-10-13       Impact factor: 6.937

5.  Tunable machine vision-based strategy for automated annotation of chemical databases.

Authors:  Jungkap Park; Gus R Rosania; Kazuhiro Saitou
Journal:  J Chem Inf Model       Date:  2009-08       Impact factor: 4.956

6.  Automated extraction of chemical structure information from digital raster images.

Authors:  Jungkap Park; Gus R Rosania; Kerby A Shedden; Mandee Nguyen; Naesung Lyu; Kazuhiro Saitou
Journal:  Chem Cent J       Date:  2009-02-05       Impact factor: 4.215

  6 in total

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