ORIGINAL RESEARCH article
Front. Immunol.
Sec. Nutritional Immunology
Volume 16 - 2025 | doi: 10.3389/fimmu.2025.1550249
This article is part of the Research TopicFoods, Dietary Supplements, and Herbal Products Treating the Diseases of the 21st Century: Moving from Traditional to Scientific Research: Volume IIView all 20 articles
Molecular Mechanisms of Deer Antler in Promoting Osteogenic Differentiation of Human Mesenchymal Stem Cells via JUN Modulation
Provisionally accepted- 1Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
- 2Zhejiang Cancer Hospital, University of Chinese Academy of Sciences, Hangzhou, Zhejiang, China
Select one of your emails
You have multiple emails registered with Frontiers:
Notify me on publication
Please enter your email address:
If you already have an account, please login
You don't have a Frontiers account ? You can register here
Background: Traditional Chinese medicine and food deer antler has been extensively used in bone regeneration, but its molecular mechanisms remain poorly understood. Preliminary investigations suggest deer antler contains bioactive compounds that influence osteogenic differentiation and immune microenvironments.Purpose: To elucidate the molecular mechanisms of deer antler in promoting human mesenchymal stem cell (hMSC) osteogenic differentiation, focusing on JUN downregulation and immune microenvironment modulation using bioinformatics and molecular docking approaches.Methods: Chemical components and targets were identified using the BATMAN-TCM database. Differentially expressed genes (DEGs) related to osteogenic differentiation were analyzed using Gene Expression Omnibus datasets. Gene Ontology (GO), KEGG enrichment, LASSO regression, and SVM-RFE were applied to identify key genes. A Protein-Protein Interaction (PPI) network was constructed to determine core genes. JUN expression was validated using independent datasets and ROC analysis. Immune cell infiltration was analyzed using CIBERSORT, examining JUN's correlation with immune cells. Molecular docking explored JUN's interaction with two active deer antler compounds.Results: The study identified 62 bioactive compounds and 1051 potential targets. DEGs analysis revealed 282 genes associated with osteogenic differentiation. Cross-analysis identified 43 overlapping genes, enriched in "response to mechanical stimulus" and "rheumatoid arthritis" pathways. Machine learning approaches highlighted 7 critical genes, with JUN emerging as the core gene. JUN levels were significantly decreased during osteogenic differentiation, showing high diagnostic accuracy (AUCs: 0.977-1.000). Immune cell analysis revealed JUN correlations with neutrophils, monocytes, eosinophils, M2 macrophages, and resting CD4+ T cells. Molecular docking confirmed strong binding affinities of JUN with Retinol (-8.1 kcal/mol) and Progesterone (-6.0 kcal/mol). Conclusions: The study provides a comprehensive molecular framework demonstrating JUN as a key molecule in hMSC osteogenic differentiation. Deer antler's bioactive compounds, particularly Retinol and Progesterone, potentially exert therapeutic effects through targeted JUN modulation, offering novel insights into natural compound-mediated bone regenerative mechanisms.
Keywords: deer antler, Osteogenic differentiation, JUN, Bioinformatics analysis, machine learning, immune microenvironment modulation
Received: 23 Dec 2024; Accepted: 16 May 2025.
Copyright: © 2025 Yu, Wu, Huang, Li, Wang, Liu, Shen, Huang, Tang, Zhan, Jiang and Li. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence: Fangcai Li, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.