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Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes

Authors :
Siti Zuraidah Mohamad Zobir
Georgios Drakakis
Andreas Bender
Tai-Ping David Fan
Fazlin Mohd Fauzi
Xianjun Fu
Sonia Liggi
Liggi, Sonia [0000-0003-1802-357X]
Drakakis, Georgios [0000-0002-6635-9273]
Fan, Tai-Ping [0000-0003-1000-5369]
Bender, Andreas [0000-0002-6683-7546]
Apollo - University of Cambridge Repository
Source :
Evidence-Based Complementary and Alternative Medicine, Vol 2016 (2016), Evidence-based Complementary and Alternative Medicine : eCAM
Publication Year :
2016
Publisher :
Hindawi Publishing Corporation, 2016.

Abstract

Traditional Chinese medicine (TCM) still needs more scientific rationale to be proven for it to be accepted further in the West. We are now in the position to propose computational hypotheses for the mode-of-actions (MOAs) of 45 TCM therapeutic action (sub)classes fromin silicotarget prediction algorithms, whose target was later annotated with Kyoto Encyclopedia of Genes and Genomes pathway, and to discover the relationship between them by generating a hierarchical clustering. The results of 10,749 TCM compounds showed 183 enriched targets and 99 enriched pathways from Estimation Score ≤ 0 and ≥ 5% of compounds/targets in a (sub)class. The MOA of a (sub)class was established from supporting literature. Overall, the most frequent top three enriched targets/pathways were immune-related targets such as tyrosine-protein phosphatase nonreceptor type 2 (PTPN2) and digestive system such as mineral absorption. We found two major protein families, G-protein coupled receptor (GPCR), and protein kinase family contributed to the diversity of the bioactivity space, while digestive system was consistently annotated pathway motif, which agreed with the important treatment principle of TCM, “the foundation of acquired constitution” that includes spleen and stomach. In short, the TCM (sub)classes, in many cases share similar targets/pathways despite having different indications.

Details

Language :
English
ISSN :
1741427X
Database :
OpenAIRE
Journal :
Evidence-Based Complementary and Alternative Medicine
Accession number :
edsair.doi.dedup.....aa4601b429c5adad500dbac732ba4b02
Full Text :
https://doi.org/10.1155/2016/2106465