ReviewBriefings in bioinformatics2023
Network pharmacology: towards the artificial intelligence-based precision traditional Chinese medicine.
Review in Briefings in bioinformatics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 323 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
323 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Mapping the knowledge domain: a bibliometric analysis of global research on traditional Chinese medicine for non-alcoholic fatty liver disease (2000-2024).Frontiers in medicine · 2026Pooled it
- Exploration of the Potential Mechanisms of Yinqiao Powder in Treating Atopic Dermatitis: Integrating Network Pharmacology, Single-Cell, and Bulk RNA Sequencing.Journal of asthma and allergy · 2026Trial
- Network pharmacology-based analysis of the antithrombotic clinical efficacy and antithrombotic mechanism of Huoxue Jiedu prescription in the treatment of polycythemia vera with heat toxin and blood stasis syndrome.Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan · 2025Trial
- Mechanisms underlying the protective effects of San-Bai decoction against UV radiation on the skin.International journal of cosmetic science · 2026Article
- Network Pharmacology Identifies IKBKB as the Primary Target of Sinomenine in Osteoarthritis, with Accuracy Benchmarking and Orthogonal Validation.Biomedicines · 2026Article
- Revealing the bioactive components and possible mechanism of Tongbi Lingding in the treatment of osteoarthritis based on UPLC-MS/MS, network pharmacology, transcriptomics, molecular docking, and experimental validation.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Exploring the Molecular Mechanisms of SB216763 in the Therapeutic Intervention of Pulmonary Fibrosis Based on Macrophage Functional Plasticity.Fundamental & clinical pharmacology · 2026Article
- Pharmacological Effects of Wenjing Decoction in a Rat Model of Cold Coagulation and Blood Stasis Primary Dysmenorrhea: An Integrated Analysis of Serum Pharmacochemistry, Network Pharmacology and Metabolomics.Pharmaceuticals (Basel, Switzerland) · 2026Article
- Zhuangdu Quhan Mixture Alleviates Ankylosing Spondylitis in Mice by Inhibiting the Interleukin-17 Signaling.Biomedical chromatography : BMC · 2026Article
- Elucidation of Baicalein's Anti-Intervertebral Disc Degeneration Mechanism Through Network Pharmacology and Experimental Validation.Cell biochemistry and biophysics · 2026Article
- Mechanistic and Clinical Perspectives on Traditional Chinese Medicine in Thyroid Cancer Management.Biomolecules & therapeutics · 2026Review
- Revealing the Anti-Inflammatory Mechanisms of Zingiber officinale Roscoe Through Network Pharmacology and Experimental Validation.Biomedical chromatography : BMC · 2026Article
- Mechanism and experimental validation of a network pharmacology-based approach of Huoluo Yinao formula in treating chronic cerebral hypoperfusion.Histology and histopathology · 2026Article
- Network-based prioritization of sepsis-associated metabolites and in vivo validation of diosmetin in sepsis-associated acute kidney injury.Molecular biology reports · 2026Article
- Ginsenoside compound K inhibits migration and invasion of melanoma cells by regulating EMT via the IL-6/STAT3 signaling pathway.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Exploring the mechanisms of baicalin in diabetic cardiomyopathy: Insights from network pharmacology and experimental validation.Biomedical reports · 2026Article
- Precision engineering of anti-atherosclerotic herbal nanomedicine: from machine learning-aided active components screening to optimized metal-phenolic network codelivery.Drug delivery and translational research · 2026Article
- Prediction of molecular targets for zedoary turmeric oil in inhibiting proliferation and inducing apoptosis in non‑small cell lung cancer.Molecular medicine reports · 2026Article
- Pomegranate Peel Polyphenol Extract Ameliorates Hyperuricemia by Inhibiting Uric Acid Synthesis and Reabsorption.Chemical biology & drug design · 2026Article
- Integrative single-cell and spatial transcriptomics analysis reveals a baicalein-responsive 10-gene signature for non-small cell lung cancer.Translational oncology · 2026Article
263 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Network pharmacology (NP) provides a new methodological perspective for understanding traditional medicine from a holistic perspective, giving rise to frontiers such as traditional Chinese medicine network pharmacology (TCM-NP). With the development of artificial intelligence (AI) technology, it is key for NP to develop network-based AI methods to reveal the treatment mechanism of complex diseases from massive omics data. In this review, focusing on the TCM-NP, we summarize involved AI methods into three categories: network relationship mining, network target positioning and network target navigating, and present the typical application of TCM-NP in uncovering biological basis and clinical value of Cold/Hot syndromes. Collectively, our review provides researchers with an innovative overview of the methodological progress of NP and its application in TCM from the AI perspective.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.