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

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 from in silico target prediction al...

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Published in:Evidence-based Complementary and Alternative Medicine
Main Author: Mohamad Zobir S.Z.; Mohd Fauzi F.; Liggi S.; Drakakis G.; Fu X.; Fan T.-P.; Bender A.
Format: Article
Language:English
Published: Hindawi Limited 2016
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959279537&doi=10.1155%2f2016%2f2106465&partnerID=40&md5=7501c92cab5b19f9268083169911046c
id 2-s2.0-84959279537
spelling 2-s2.0-84959279537
Mohamad Zobir S.Z.; Mohd Fauzi F.; Liggi S.; Drakakis G.; Fu X.; Fan T.-P.; Bender A.
Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
2016
Evidence-based Complementary and Alternative Medicine
2016

10.1155/2016/2106465
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959279537&doi=10.1155%2f2016%2f2106465&partnerID=40&md5=7501c92cab5b19f9268083169911046c
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 from in silico target 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. Copyright © 2016 Siti Zuraidah Mohamad Zobir et al.
Hindawi Limited
1741427X
English
Article
All Open Access; Gold Open Access
author Mohamad Zobir S.Z.; Mohd Fauzi F.; Liggi S.; Drakakis G.; Fu X.; Fan T.-P.; Bender A.
spellingShingle Mohamad Zobir S.Z.; Mohd Fauzi F.; Liggi S.; Drakakis G.; Fu X.; Fan T.-P.; Bender A.
Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
author_facet Mohamad Zobir S.Z.; Mohd Fauzi F.; Liggi S.; Drakakis G.; Fu X.; Fan T.-P.; Bender A.
author_sort Mohamad Zobir S.Z.; Mohd Fauzi F.; Liggi S.; Drakakis G.; Fu X.; Fan T.-P.; Bender A.
title Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
title_short Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
title_full Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
title_fullStr Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
title_full_unstemmed Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
title_sort Global Mapping of Traditional Chinese Medicine into Bioactivity Space and Pathways Annotation Improves Mechanistic Understanding and Discovers Relationships between Therapeutic Action (Sub)classes
publishDate 2016
container_title Evidence-based Complementary and Alternative Medicine
container_volume 2016
container_issue
doi_str_mv 10.1155/2016/2106465
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84959279537&doi=10.1155%2f2016%2f2106465&partnerID=40&md5=7501c92cab5b19f9268083169911046c
description 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 from in silico target 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. Copyright © 2016 Siti Zuraidah Mohamad Zobir et al.
publisher Hindawi Limited
issn 1741427X
language English
format Article
accesstype All Open Access; Gold Open Access
record_format scopus
collection Scopus
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