Transcriptomic and Network Pharmacology Analysis of Targets Associated with Osteoporosis Improvement by Longzhong Sunshang Capsule and Experimental Validation.
Sep 2026· Current Computer - Aided Drug Design· Vol 22· 0 citations
Medicine
TL;DR
FoxO3, XDH, and PLG are promising diagnostic targets, revealing the molecular mechanism underlying the anti-OP efficacy of Longzhong Sunshang Capsule.
Abstract
INTRODUCTION
Osteoporosis (OP) severely impacts morbidity, mortality, and quality of life in affected individuals. This study aimed to screen key targets of Longzhong Sunshang Capsule for the treatment of OP via network pharmacology.
Methods
Transcriptomic and target data were retrieved from public databases, followed by differential expression analysis, machine learning, expression validation, and functional analyses (immune microenvironment, enrichment, molecular docking, molecular dynamics, toxicology, ELISA).
Results
This study identified FOXO3, XDH, and PLG as key OP targets (validated by ROC curves, AUC > 0.7), primarily enriched in chromatin remodeling and ribosome pathways. XDH interacted with the largest number of active components and showed strong binding affinity with luteolin (-10.0 kcal/mol). Key active components had liver damage toxicity scores of 0.62- 0.72. ELISA detection revealed that serum concentrations of FOXO3, XDH, and Plg were all significantly higher in osteoporosis patients than those in healthy controls (p < 0.0001).
Discussion
This study identified FOXO3, XDH, and PLG as key OP targets, highly expressed and diagnostically valuable, correlated with immune molecules, and enriched in chromatin remodeling and ribosomes. XDH has high diagnostic potential. Limitations include lack of in vitro/in vivo validation and insufficient FOXO3 mechanism characterization.
Conclusion
FOXO3, XDH, and PLG are promising diagnostic targets, revealing the molecular mechanism underlying the anti-OP efficacy of Longzhong Sunshang Capsule.
BA is a secure multi-target treatment option for DO, providing molecular insights for forthcoming experimental validation and multi-target interactions of BA, especially with key signaling pathways, indicate a broad involvement in the metabolic and inflammatory processes contributing to the development of DO.
Sheenam Sharma, Rishabh Chaudhary, Chirag Sharma et al.· Current Drug Discovery Techn...· 0 citations
To investigate the potential molecular links between nonylphenol (NP) exposure and osteonecrosis of the femoral head (ONFH), we employed an integrated strategy combining network toxicology, transcriptomic analysis, weighted gene co-expression network analysis (WGCNA), machine learning, immune infiltration analysis, mol...
Jia-Xiang Zhou, Hui-Sheng Yuan, Xiu-Dong Kuang et al.· Computational biology and ch...· 0 citations
This study identifies ALOX5AP and TOP2A as potential pharmacological biomarkers associated with OA treatment in LUAD and establishes a pharmacological and theoretical foundation for understanding OA’s anti-tumor effects and future therapeutic potential.
Ying Zeng, Hong-Ting Jiang, Fei Zhang et al.· Frontiers in Pharmacology· 0 citations
It is suggested that TBPH may be associated with high-fat diet–induced atherosclerosis progression through the dysregulation of key mediators, providing insight into environmental pollutant–driven disease development.
Hui-Chao Pan, Dong Wang, Sheng-Guang Chen et al.· Frontiers in Pharmacology· 0 citations
BACKGROUND
Phthalates are ubiquitous endocrine-disrupting chemicals, but population-level evidence linking urinary phthalate burden with osteoporosis and the molecular context of these associations remains incomplete.
METHODS
We analyzed 8273 participants from the 2003-2010 National Health and Nutrition Examination S...
Jie Jiang, Guan-Hou Chen, Xin Li et al.· Chemosphere· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.