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Deciphering oligomeric proanthocyanidins' dual osteoprotective mechanisms at single-cell resolution: NR4A1-mediated
Li Huang1,2, Yuwei Sun3, Yi Zheng1,2
1The First Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Background:
Osteoporosis (OP), as a systemic bone disorder, has a complex pathogenesis and faces significant challenges in clinical treatment. Oligomeric proanthocyanidin (OPC), a type of natural polyphenolic flavonoid compound, demonstrates outstanding therapeutic potential due to its excellent antioxidant and anti-inflammatory properties and good safety. The breakthrough advances in single-cell RNA sequencing (scRNA-seq) technology have provided a powerful research tool for elucidating the multitarget mechanisms of OPC in the treatment of OP.
Methods:
This study first screened the active components of OPC leveraging the TCMSP database. The protein-protein interaction network of OPC target proteins was generated through the STRING database, and visual analysis was accomplished using the Cytoscape software. The ClusterProfiler R package and ClueGO plugin were employed for functional enrichment analysis and network visualization. At the same time, scRNA-seq data from the GEO database were integrated, and cell-type identification was attained using the Seurat tool. The differentiation trajectories of subtypes were inferred using Monocle and Slingshot software. The cell communication network was analyzed using CellChat.
Results:
This study utilized scRNA-seq to identify C2 NR4A1+ MSCs with distinct metabolic features and differentiation potential in the bone microenvironment during the early stage of OP, namely, osteopenia. The natural component OPC can precisely target this subtype and exert therapeutic effects through two mechanisms: inhibiting the transcriptional activity of NR4A1 to suppress the expression of PTGS2 in MSCs and simultaneously activating the β-catenin-dependent NR4A1-Runx2 signaling axis to promote osteogenesis and inhibit osteoclastogenesis. These findings establish a new therapeutic paradigm of "targeting cell subtypes-multipathway regulation," providing an important basis for the development of novel anti-OP drugs.
Conclusion:
Our research integrated multilevel approaches, including single-cell transcriptomics, network pharmacology, cellular experiments, and animal models, to systematically reveal the dual mechanism of OPC in treating OP. This discovery not only established C2 NR4A1+ MSCs as key mediators in the pathological process of OP but also clarified the molecular mechanism of multitarget synergy of natural active compounds in restoring bone homeostasis, providing a theoretical basis and practical guidance for the development of new OP therapies.
Insights
Oligomeric proanthocyanidin (OPC) targets specific bone cells (MSCs) to treat osteoporosis by regulating key genes and pathways. This dual mechanism promotes bone formation and inhibits bone loss, offering a new therapeutic strategy for osteoporosis.
Area of Science:
- Bone Biology and Regenerative Medicine
- Pharmacology and Natural Products
- Single-cell Genomics and Bioinformatics
Background:
- Osteoporosis (OP) is a complex bone disorder with challenging clinical treatments.
- Oligomeric proanthocyanidin (OPC), a natural flavonoid, shows therapeutic promise for OP due to its antioxidant and anti-inflammatory properties.
- Single-cell RNA sequencing (scRNA-seq) offers advanced tools to explore OPC's multitarget mechanisms in OP treatment.
Purpose of the Study:
- To elucidate the multitarget mechanisms of OPC in treating osteoporosis using integrated approaches.
- To identify specific cell subtypes involved in OP pathogenesis and OPC's therapeutic action.
- To reveal the molecular basis of OPC's dual mechanism in restoring bone homeostasis.
Main Methods:
- Screened OPC active components using the TCMSP database.
- Constructed protein-protein interaction networks with STRING and visualized with Cytoscape.
- Performed functional enrichment analysis using ClusterProfiler and ClueGO.
- Integrated scRNA-seq data from GEO, identified cell types using Seurat, and inferred differentiation trajectories with Monocle and Slingshot.
- Analyzed cell communication networks using CellChat.
Main Results:
- Identified C2 NR4A1+ MSCs with unique metabolic and differentiation characteristics in the early stages of OP (osteopenia).
- OPC precisely targets these C2 NR4A1+ MSCs.
- OPC exerts therapeutic effects by inhibiting NR4A1 transcriptional activity (suppressing PTGS2) and activating the β-catenin-dependent NR4A1-Runx2 axis (promoting osteogenesis and inhibiting osteoclastogenesis).
Conclusions:
- Established C2 NR4A1+ MSCs as key mediators in OP pathogenesis.
- Revealed OPC's dual mechanism targeting specific cell subtypes and multiple pathways for OP treatment.
- Provided a theoretical basis and practical guidance for developing novel anti-osteoporosis drugs based on natural compounds.
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