Home LiteratureArticle Details
PMID: 14630514 Published · ppublish English Journal Article Research Support, U.S. Gov't, P.H.S. Review

ArrayTrack--supporting toxicogenomic research at the U.S. Food and Drug Administration National Center for Toxicological Research.

Environmental health perspectives ·Vol. 111 ·No. 15 ·2003-11-00 ·Pages 1819-26

Tong W, Cao X, Harris S, Sun H, Fang H, Fuscoe J, Harris A, Hong H, Xie Q, Perkins R, Shi L, Casciano D

Abstract

The mapping of the human genome and the determination of corresponding gene functions, pathways, and biological mechanisms are driving the emergence of the new research fields of toxicogenomics and systems toxicology. Many technological advances such as microarrays are enabling this paradigm shift that indicates an unprecedented advancement in the methods of understanding the expression of toxicity at the molecular level. At the National Center for Toxicological Research (NCTR) of the U.S. Food and Drug Administration, core facilities for genomic, proteomic, and metabonomic technologies have been established that use standardized experimental procedures to support centerwide toxicogenomic research. Collectively, these facilities are continuously producing an unprecedented volume of data. NCTR plans to develop a toxicoinformatics integrated system (TIS) for the purpose of fully integrating genomic, proteomic, and metabonomic data with the data in public repositories as well as conventional (Italic)in vitro(/Italic) and (Italic)in vivo(/Italic) toxicology data. The TIS will enable data curation in accordance with standard ontology and provide or interface a rich collection of tools for data analysis and knowledge mining. In this article the design, practical issues, and functions of the TIS are discussed through presenting its prototype version, ArrayTrack, for the management and analysis of DNA microarray data. ArrayTrack is logically constructed of three linked components: a) a library (LIB) that mirrors critical data in public databases; b) a database (MicroarrayDB) that stores microarray experiment information that is Minimal Information About a Microarray Experiment (MIAME) compliant; and c) tools (TOOL) that operate on experimental and public data for knowledge discovery. Using ArrayTrack, we can select an analysis method from the TOOL and apply the method to selected microarray data stored in the MicroarrayDB; the analysis results can be linked directly to gene information in the LIB.

MeSH Terms
Databases, Factual Gene Library Humans Oligonucleotide Array Sequence Analysis/standards,statistics & numerical data Protein Array Analysis/standards,statistics & numerical data Public Health Informatics Public Sector Reference Values Statistics as Topic Toxicogenetics/trends Toxicology/trends United States United States Food and Drug Administration
Authors & Affiliations
12 authors, click to expand affiliations / ORCID
Tong Weida
Center for Toxicoinformatics, Division of Biometry and Risk Assessment, National Center for Toxicological Research, U.S. Food and Drug Administration, 3900 NCTR Road, Jefferson, AR 72079, USA. [email protected]
Cao Xiaoxi
Harris Stephen
Sun Hongmei
Fang Hong
Fuscoe James
Harris Angela
Hong Huixiao
Xie Qian
Perkins Roger
Shi Leming
Casciano Dan
References (22)
22 references, click to expand
  1. The Molecular Biology Database Collection: 2003 update.
    Nucleic Acids Res. 2003 Jan 1;31(1):1-12 PMID: 12519937
  2. Toxicogenomics: an emerging discipline.
    Environ Health Perspect. 2002 Dec;110(12):A750-5 PMID: 12460812
  3. Toxicogenomics research consortium sails into uncharted waters.
    Environ Health Perspect. 2002 Dec;110(12):A744-6 PMID: 12460811
  4. The underlying principles of scientific publication.
    Bioinformatics. 2002 Nov;18(11):1409 PMID: 12424109
  5. Toxicogenomics and drug discovery: will new technologies help us produce better drugs?
    Nat Rev Drug Discov. 2002 Jan;1(1):84-8 PMID: 12119613
  6. An overview of toxicogenomics.
    Curr Issues Mol Biol. 2002 Apr;4(2):45-56 PMID: 11931569
  7. Toxicology and genetic toxicology in the new era of "toxicogenomics": impact of "-omics" technologies.
    Mutat Res. 2002 Jan 29;499(1):13-25 PMID: 11804602
  8. The National Center for Toxicogenomics: using new technologies to inform mechanistic toxicology.
    Environ Health Perspect. 2002 Jan;110(1):A8-10 PMID: 11781174
  9. Gene Expression Omnibus: NCBI gene expression and hybridization array data repository.
    Nucleic Acids Res. 2002 Jan 1;30(1):207-10 PMID: 11752295
  10. Minimum information about a microarray experiment (MIAME)-toward standards for microarray data.
    Nat Genet. 2001 Dec;29(4):365-71 PMID: 11726920
  11. A comparison of microarray databases.
    Brief Bioinform. 2001 May;2(2):143-58 PMID: 11465732
  12. Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.
    Nat Genet. 2000 May;25(1):25-9 PMID: 10802651
  13. Techview: computers and biology. Bioinformatics in the information age.
    Science. 2000 Feb 18;287(5456):1221, 1223 PMID: 10712158
  14. Application of complementary DNA microarray technology to carcinogen identification, toxicology, and drug safety evaluation.
    Cancer Res. 1999 Oct 1;59(19):4759-60 PMID: 10519378
  15. Microarrays and toxicology: the advent of toxicogenomics.
    Mol Carcinog. 1999 Mar;24(3):153-9 PMID: 10204799
  16. DNA chips: state-of-the art.
    Nat Biotechnol. 1998 Jan;16(1):40-4 PMID: 9447591
  17. DNA chips: an array of possibilities.
    Nat Biotechnol. 1998 Jan;16(1):27-31 PMID: 9447589
  18. Decision forest: combining the predictions of multiple independent decision tree models.
    J Chem Inf Comput Sci. 2003 Mar-Apr;43(2):525-31 PMID: 12653517
  19. The KEGG database.
    Novartis Found Symp. 2002;247:91-101; discussion 101-3, 119-28, 244-52 PMID: 12539951
  20. The SWISS-PROT protein knowledgebase and its supplement TrEMBL in 2003.
    Nucleic Acids Res. 2003 Jan 1;31(1):365-70 PMID: 12520024
  21. ArrayExpress--a public repository for microarray gene expression data at the EBI.
    Nucleic Acids Res. 2003 Jan 1;31(1):68-71 PMID: 12519949
  22. GenBank.
    Nucleic Acids Res. 2003 Jan 1;31(1):23-7 PMID: 12519940
Article Info
Journal
Environmental health perspectives
Abbr.
Environ Health Perspect
ISSN
0091-6765
Published
2003-11-00
Pages
1819-26
Language
English
Region
United States
NLM ID
0330411
PMCID
PMC1241745
Subset
IM
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]