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Rhizoma Dioscoreae extract protects against alveolar bone loss by regulating the cell cycle: A predictive study based
Zhi-Guo Zhang1, Chang-Heng Song1, Fang-Zhen Zhang1
1Institute of Basic Theory, China Academy of Chinese Medical Sciences, Beijing 100700, P.R. China.
Abstract:
Rhizoma Dioscoreae extract (RDE) exhibits a protective effect on alveolar bone loss in ovariectomized (OVX) rats. The aim of this study was to predict the pathways or targets that are regulated by RDE, by re‑assessing our previously reported data and conducting a protein‑protein interaction (PPI) network analysis. In total, 383 differentially expressed genes (≥3‑fold) between alveolar bone samples from the RDE and OVX group rats were identified, and a PPI network was constructed based on these genes. Furthermore, four molecular clusters (A‑D) in the PPI network with the smallest P‑values were detected by molecular complex detection (MCODE) algorithm. Using Database for Annotation, Visualization and Integrated Discovery (DAVID) and Ingenuity Pathway Analysis (IPA) tools, two molecular clusters (A and B) were enriched for biological process in Gene Ontology (GO). Only cluster A was associated with biological pathways in the IPA database. GO and pathway analysis results showed that cluster A, associated with cell cycle regulation, was the most important molecular cluster in the PPI network. In addition, cyclin‑dependent kinase 1 (CDK1) may be a key molecule achieving the cell‑cycle‑regulatory function of cluster A. From the PPI network analysis, it was predicted that delayed cell cycle progression in excessive alveolar bone remodeling via downregulation of CDK1 may be another mechanism underling the anti‑osteopenic effect of RDE on alveolar bone.
Insights
Rhizoma Dioscoreae extract (RDE) protects against bone loss in ovariectomized rats. It likely works by regulating cell cycle progression through key molecules like CDK1, impacting bone remodeling.
Area of Science:
- Pharmacology
- Molecular Biology
- Bone Biology
Background:
- Ovariectomized (OVX) rats experience alveolar bone loss.
- Rhizoma Dioscoreae extract (RDE) shows protective effects against this bone loss.
Purpose of the Study:
- To predict molecular pathways and targets regulated by RDE.
- To analyze protein-protein interaction (PPI) networks based on gene expression data.
Main Methods:
- Identified 383 differentially expressed genes (≥3-fold) in alveolar bone samples.
- Constructed a PPI network and used MCODE for cluster detection.
- Performed Gene Ontology (GO) and Ingenuity Pathway Analysis (IPA) for enrichment analysis.
Main Results:
- Identified four molecular clusters (A-D) within the PPI network.
- Cluster A was significantly enriched for cell cycle regulation pathways.
- Cyclin-dependent kinase 1 (CDK1) was identified as a key molecule in cluster A.
Conclusions:
- RDE's anti-osteopenic effect may involve delayed cell cycle progression.
- Downregulation of CDK1 is a potential mechanism for RDE's protective action on alveolar bone.
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