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References from TCM-Agent: Advancing network pharmacology and herbal medicine discovery with LLM-based multi-agent systems. Local targets link to admitted publications; unresolved targets remain external evidence.
Traditional Chinese medicine for cardiovascular disease: evidence and potential mechanisms
10.1016/j.jacc.2017.04.041 · 2017 · External reference
Therapeutic mechanisms of traditional Chinese medicine to improve metabolic diseases via the gut microbiota
10.1016/j.biopha.2020.110857 · 2021 · External reference
Intestinal Escherichia coli and related dysfunction as potential targets of Traditional Chinese Medicine for respiratory infectious diseases
10.1016/j.jep.2023.116381 · 2023 · External reference
Network pharmacology provides a systematic approach to understanding the treatment of ischemic heart diseases with traditional Chinese medicine
10.1016/j.phymed.2022.154268 · 2022 · External reference
Network pharmacology: the next paradigm in drug discovery
10.1038/nchembio.118 · 2008 · External reference
Network pharmacology: a crucial approach in traditional Chinese medicine research
10.1186/s13020-024-01056-z · 2025 · External reference
Database of traditional Chinese medicine and its application to studies of mechanism and to prescription validation
10.1038/sj.bjp.0706945 · 2006 · External reference
TCMSP: a database of systems pharmacology for drug discovery from herbal medicines
10.1186/1758-2946-6-13 · 2014 · External reference
TCMID 2.0: a comprehensive resource for TCM
10.1093/nar/gkx1028 · 2018 · External reference
BATMAN-TCM 2.0: an enhanced integrative database for known and predicted interactions between traditional Chinese medicine ingredients and target proteins
10.1093/nar/gkad926 · 2024 · External reference
ETCM: an encyclopaedia of traditional Chinese medicine
10.1093/nar/gky987 · 2019 · External reference
HERB: a high-throughput experiment- and reference-guided database of traditional Chinese medicine
10.1093/nar/gkaa1063 · 2021 · External reference
TCMBank-the largest TCM database provides deep learning-based Chinese-Western medicine exclusion prediction
10.1038/s41392-023-01339-1 · 2023 · External reference
LTM-TCM: a comprehensive database for the linking of Traditional Chinese Medicine with modern medicine at molecular and phenotypic levels
10.1016/j.phrs.2022.106185 · 2022 · External reference
Network pharmacology approach for medicinal plants: review and assessment
10.3390/ph15050572 · 2022 · External reference
An integrated network pharmacology approach reveals that Ampelopsis Grossedentata improves alcoholic liver disease via TLR4/NF-κB/MLKL pathway
10.1016/j.phymed.2024.155658 · 2024 · External reference
TCM network pharmacology: a new trend towards combining computational, experimental and clinical approaches
2021 · External reference
Machine learning for synergistic network pharmacology: a comprehensive overview
10.1093/bib/bbad120 · 2023 · External reference
Network pharmacology: a bright guiding light on the way to explore the personalized precise medication of traditional Chinese medicine
10.1186/s13020-023-00853-2 · 2023 · External reference
The methodological trends of traditional herbal medicine employing network pharmacology
10.3390/biom9080362 · 2019 · External reference
Network pharmacology as a platform for drug discovery for hypertrophic scars
10.1093/bjd/ljae272 · 2024 · External reference
Artificial intelligence in drug development
10.1038/s41591-024-03434-4 · 2025 · External reference
TDAG: a multi-agent framework based on dynamic Task Decomposition and Agent Generation
10.1016/j.neunet.2025.107200 · 2025 · External reference
PharmAgents: building a virtual pharma with large language model agents
2025 · External reference
Unresolved reference
2025 · External reference
MRAgent: an LLM-based automated agent for causal knowledge discovery in disease via Mendelian randomization
10.1093/bib/bbaf140 · 2025 · External reference
Large language models in medicine: the potentials and pitfalls: a narrative review
10.7326/m23-2772 · 2024 · External reference
Large language models reshaping molecular biology and drug development
10.1111/cbdd.14568 · 2024 · External reference
TTD: therapeutic Target Database describing target druggability information
10.1093/nar/gkad751 · 2024 · External reference
Integration of the drug–gene interaction database (DGIdb 4.0) with open crowdsource efforts
10.1093/nar/gkaa1084 · 2021 · External reference
ADMETlab 3.0: an updated comprehensive online ADMET prediction platform enhanced with broader coverage, improved performance, API functionality and decision support
10.1093/nar/gkae236 · 2024 · External reference
Quercetin prevents hepatic fibrosis by inhibiting hepatic stellate cell activation and reducing autophagy via the TGF-β1/Smads and PI3K/Akt pathways
10.1038/s41598-017-09673-5 · 2017 · External reference
Paeoniflorin coordinates macrophage polarization and mitigates liver inflammation and fibrogenesis by targeting the NF-κB/HIF-1α pathway in CCl4-induced liver fibrosis
10.1142/s0192415x2350057x · 2023 · External reference
Network pharmacology approaches for research of Traditional Chinese Medicines
2023 · External reference
Network pharmacology, a promising approach to reveal the pharmacology mechanism of Chinese medicine formula
10.1016/j.jep.2023.116306 · 2023 · External reference
Network pharmacology databases for traditional Chinese medicine: review and assessment
10.3389/fphar.2019.00123 · 2019 · External reference
Large language models in medicine
10.1038/s41591-023-02448-8 · 2023 · External reference
Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being
10.1038/s41746-023-00979-5 · 2023 · External reference
Enhancing diagnostic capability with multi-agents conversational large language models
10.1038/s41746-025-01550-0 · 2025 · External reference
An AI agent for fully automated multi-omic analyses
2024 · External reference