TCMIO: A Comprehensive Database of Traditional Chinese Medicine on Immuno-Oncology

Advances in immuno-oncology (IO) are making immunotherapy a powerful tool for cancer treatment. With the discovery of an increasing number of IO targets, many herbs or ingredients from traditional Chinese medicine (TCM) have shown immunomodulatory function and antitumor effects via targeting the imm...

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Main Authors: Zhihong Liu, Chuipu Cai, Jiewen Du, Bingdong Liu, Lu Cui, Xiude Fan, Qihui Wu, Jiansong Fang, Liwei Xie
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Pharmacology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fphar.2020.00439/full
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spelling doaj-60860e99d0a54ca1847c0f7925ceb8512020-11-25T02:26:17ZengFrontiers Media S.A.Frontiers in Pharmacology1663-98122020-04-011110.3389/fphar.2020.00439515148TCMIO: A Comprehensive Database of Traditional Chinese Medicine on Immuno-OncologyZhihong Liu0Chuipu Cai1Jiewen Du2Bingdong Liu3Lu Cui4Xiude Fan5Qihui Wu6Jiansong Fang7Jiansong Fang8Liwei Xie9State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, ChinaScience and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, ChinaDivision of Algorithm, Beijing Jingpai Technology Co., Ltd., Beijing, ChinaState Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, ChinaResearch and Development Center, Guangdong Institute of Traditional Chinese Medicine, Guangzhou, ChinaLerner Research Institute, Cleveland Clinic, Cleveland, OH, United StatesScience and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, ChinaScience and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, ChinaLerner Research Institute, Cleveland Clinic, Cleveland, OH, United StatesState Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, Guangzhou, ChinaAdvances in immuno-oncology (IO) are making immunotherapy a powerful tool for cancer treatment. With the discovery of an increasing number of IO targets, many herbs or ingredients from traditional Chinese medicine (TCM) have shown immunomodulatory function and antitumor effects via targeting the immune system. However, knowledge of underlying mechanisms is limited due to the complexity of TCM, which has multiple ingredients acting on multiple targets. To address this issue, we present TCMIO, a comprehensive database of Traditional Chinese Medicine on Immuno-Oncology, which can be used to explore the molecular mechanisms of TCM in modulating the cancer immune microenvironment. Over 120,000 small molecules against 400 IO targets were extracted from public databases and the literature. These ligands were further mapped to the chemical ingredients of TCM to identify herbs that interact with the IO targets. Furthermore, we applied a network inference-based approach to identify the potential IO targets of natural products in TCM. All of these data, along with cheminformatics and bioinformatics tools, were integrated into the publicly accessible database. Chemical structure mining tools are provided to explore the chemical ingredients and ligands against IO targets. Herb–ingredient–target networks can be generated online, and pathway enrichment analysis for TCM or prescription is available. This database is functional for chemical ingredient structure mining and network analysis for TCM. We believe that this database provides a comprehensive resource for further research on the exploration of the mechanisms of TCM in cancer immunity and TCM-inspired identification of novel drug leads for cancer immunotherapy. TCMIO can be publicly accessed at http://tcmio.xielab.net.https://www.frontiersin.org/article/10.3389/fphar.2020.00439/fulltraditional Chinese medicinedatabasecheminformaticscancer immunotherapybioinformaticsimmuno-oncology
collection DOAJ
language English
format Article
sources DOAJ
author Zhihong Liu
Chuipu Cai
Jiewen Du
Bingdong Liu
Lu Cui
Xiude Fan
Qihui Wu
Jiansong Fang
Jiansong Fang
Liwei Xie
spellingShingle Zhihong Liu
Chuipu Cai
Jiewen Du
Bingdong Liu
Lu Cui
Xiude Fan
Qihui Wu
Jiansong Fang
Jiansong Fang
Liwei Xie
TCMIO: A Comprehensive Database of Traditional Chinese Medicine on Immuno-Oncology
Frontiers in Pharmacology
traditional Chinese medicine
database
cheminformatics
cancer immunotherapy
bioinformatics
immuno-oncology
author_facet Zhihong Liu
Chuipu Cai
Jiewen Du
Bingdong Liu
Lu Cui
Xiude Fan
Qihui Wu
Jiansong Fang
Jiansong Fang
Liwei Xie
author_sort Zhihong Liu
title TCMIO: A Comprehensive Database of Traditional Chinese Medicine on Immuno-Oncology
title_short TCMIO: A Comprehensive Database of Traditional Chinese Medicine on Immuno-Oncology
title_full TCMIO: A Comprehensive Database of Traditional Chinese Medicine on Immuno-Oncology
title_fullStr TCMIO: A Comprehensive Database of Traditional Chinese Medicine on Immuno-Oncology
title_full_unstemmed TCMIO: A Comprehensive Database of Traditional Chinese Medicine on Immuno-Oncology
title_sort tcmio: a comprehensive database of traditional chinese medicine on immuno-oncology
publisher Frontiers Media S.A.
series Frontiers in Pharmacology
issn 1663-9812
publishDate 2020-04-01
description Advances in immuno-oncology (IO) are making immunotherapy a powerful tool for cancer treatment. With the discovery of an increasing number of IO targets, many herbs or ingredients from traditional Chinese medicine (TCM) have shown immunomodulatory function and antitumor effects via targeting the immune system. However, knowledge of underlying mechanisms is limited due to the complexity of TCM, which has multiple ingredients acting on multiple targets. To address this issue, we present TCMIO, a comprehensive database of Traditional Chinese Medicine on Immuno-Oncology, which can be used to explore the molecular mechanisms of TCM in modulating the cancer immune microenvironment. Over 120,000 small molecules against 400 IO targets were extracted from public databases and the literature. These ligands were further mapped to the chemical ingredients of TCM to identify herbs that interact with the IO targets. Furthermore, we applied a network inference-based approach to identify the potential IO targets of natural products in TCM. All of these data, along with cheminformatics and bioinformatics tools, were integrated into the publicly accessible database. Chemical structure mining tools are provided to explore the chemical ingredients and ligands against IO targets. Herb–ingredient–target networks can be generated online, and pathway enrichment analysis for TCM or prescription is available. This database is functional for chemical ingredient structure mining and network analysis for TCM. We believe that this database provides a comprehensive resource for further research on the exploration of the mechanisms of TCM in cancer immunity and TCM-inspired identification of novel drug leads for cancer immunotherapy. TCMIO can be publicly accessed at http://tcmio.xielab.net.
topic traditional Chinese medicine
database
cheminformatics
cancer immunotherapy
bioinformatics
immuno-oncology
url https://www.frontiersin.org/article/10.3389/fphar.2020.00439/full
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