ArticleJournal of advanced research2025
Evaluating current status of network pharmacology for herbal medicine focusing on identifying mechanisms and therapeutic effects.
Article in Journal of advanced research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 1 of them a synthesis that pooled it.
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Who cites it
20 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Applications of Traditional Herbal Ingredients in Skincare: Mapping the Research Landscape and Innovation Trajectories Over Four Decades.Journal of cosmetic dermatology · 2025Pooled it
- Molecular mechanisms of herbal medicines and bioactive compounds in rheumatoid arthritis: a comprehensive network pharmacology perspective.Molecular biology reports · 2026Review
- Berberine-associated lipid-inflammatory regulation in atherosclerosis: an integrative transcriptomic, single-cell, and in vivo study.Functional & integrative genomics · 2026Article
- Network Pharmacology-Based Exploration of Complementary Molecular Mechanisms of Heat-Clearing (Scutellariae Radix, Coptidis Rhizoma) and Blood-Tonifying Herbs (Angelicae Sinensis Radix, Paeoniae Radix Alba) in Cold Hypersensitivity in Hands and Feet.Life (Basel, Switzerland) · 2026Article
- Review
- Effectiveness and Safety of Liuwei Dihuang as an Adjunctive Therapy for Cognitive Impairment: A Systematic Review, Meta-Analysis, and Network Pharmacology Analysis.Pharmaceuticals (Basel, Switzerland) · 2026Review
- Tomentosin selectively targets microglial pyroptosis to overcome fluoxetine-resistant depression: a network-based therapeutic discovery.Translational psychiatry · 2026Article
- AI and network biology for rational polypharmacology in signaling drug design: a review.NPJ precision oncology · 2026Review
- Distributed Pharmacodynamic Architecture in Multi-Component Herbal Formulations: A Flux-Based Framework for Redox-Heterogeneous Diseases.Pharmaceutics · 2026Review
- A theoretical framework for extrapolating Andrographis paniculata mechanisms to the novel CIRDD and IROD diabetes clusters.Theory in biosciences = Theorie in den Biowissenschaften · 2026Article
- Platycodin D alleviates cardiac hypertrophy in the treatment of heart failure by inhibiting p53-dependent BCL-2/Bax/caspase-3 signaling pathway.Frontiers in pharmacology · 2026Article
- Article
- Dihydromyricetin attenuates fibrosis-associated features of hypertrophic scar with accompanying changes in PI3K/AKT/mTOR-related signaling.Frontiers in pharmacology · 2026Article
- Network-Based Identification ofCurrent pharmaceutical design · 2026Article
- Assessing biological activities of polyphenols in the context of 4R - challenges of a ubiquitous compound class with complex modes of action.Frontiers in pharmacology · 2026Review
- Multiscale Interactome-Guided Discovery Candidate Herbs and Active Ingredients Against Hyperthyroidism by Biased Random Walk Algorithm.International journal of molecular sciences · 2025Article
- Special Issue: New Research on Bioactive Natural Products.International journal of molecular sciences · 2025Article
- Discovery of Herbal Remedies and Key Components for Major Depressive Disorder Through Biased Random Walk Analysis on a Multiscale Network.International journal of molecular sciences · 2025Article
- Identifying potential drugs for treating Cardiovascular-kidney metabolic syndrome via reverse network pharmacology.Frontiers in pharmacology · 2025Article
- AI driven network pharmacology: Multi-scale mechanisms of traditional Chinese medicine from molecular to patient analysis.Computational and structural biotechnology journal · 2025Review
Corrections and comments
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Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionNetwork pharmacology has gained significant traction as a tool for identifying the mechanisms and therapeutic effects of herbal medicines. However, despite the usefulness of these approaches, their diversity underscores the critical need for a systematic evaluation to ensure consistency and reliability.
objectivesWe aimed to evaluate the network pharmacological analyses, focusing on identifying the mechanisms and therapeutic effects of herbal medicines.
methodsWe employed a comprehensive approach involving systematic data retrieval, network construction, and analysis. Herbal compounds and their targets were meticulously extracted from five distinct network pharmacology databases to ensure extensive coverage and high data reliability. Advanced network-based methods were used to identify key herbal targets and predict therapeutic effects, thereby enriching the depth and breadth of the analysis. Experimental validation was performed on prostate cancer models to substantiate the computational predictions.
resultsThe results of the recapitulating task for known herbal ingredient targets revealed distinct patterns in performance and coverage based on network construction and aggregation methods. We performed the same analysis to identify herbal targets and found that network centrality, path counts, and downweighted path counts had their own pros and cons. By comparing network-based methods, we found that considering the impact on the multiscale interactome yielded the highest accuracy in discriminating known therapeutic effects. Using optimal conditions, we successfully identified new indications for herbal medicines and validated these findings through follow-up in vitro and in vivo experiments.
conclusionThis study presents the first comprehensive and critical evaluation of the current network pharmacology analyses in the field of herbal medicine and provides valuable guidance for continued advances in the elucidation of the mechanisms and therapeutic effects.
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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 OpenQuestion graph.