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Integrative Database for Exploring Compound Combinations of Natural Products for Medical Effects

Published: 07 November 2014 Publication History

Abstract

Natural products used in dietary supplements, complementary and alternative medicine (CAM) and conventional medicine are composites of multiple chemical compounds. These chemical compounds potentially offer an extensive source for drug discovery with accumulated knowledge of efficacy and safety. However, existing natural product related databases have drawbacks in both standardization and structuralization of information. Therefore, in this work, we construct an integrated database of natural products by mapping the prescription, herb, compound, and phenotype information to international identifiers and structuralizing the efficacy information through database integration and text-mining methods. We expect that the constructed database could serve as a fundamental resource for the natural products research.

References

[1]
R Xue et al. TCMID: traditional Chinese medicine integrative database for herb molecular mechanism analysis. Nucleic Acids Research (2013)
[2]
X Chen et al. Database of traditional Chinese medicine and its application to studies of mechanism and to prescription validation. British Journal of Pharmacology (2006)
[3]
Korean Traditional Knowledge Portal (KTKP): http://www.koreantk.com
[4]
Japanese Traditional Medicine and Therapeutics (KAMPO): http://www.kampo.ca
[5]
Aronson AR. Effective mapping of biomedical text to the UMLS Metathesaurus: the MetaMap program. Proceedings of the AMIA Symposium (2001)

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Published In

cover image ACM Conferences
DTMBIO '14: Proceedings of the ACM 8th International Workshop on Data and Text Mining in Bioinformatics
November 2014
60 pages
ISBN:9781450312752
DOI:10.1145/2665970
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 November 2014

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Author Tags

  1. complementary and alternative medicine
  2. database
  3. database integration
  4. drug discovery
  5. herbal product
  6. multi-compound
  7. natural product
  8. traditional medicine

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CIKM '14
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DTMBIO '14 Paper Acceptance Rate 22 of 211 submissions, 10%;
Overall Acceptance Rate 41 of 247 submissions, 17%

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CIKM '25

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