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整合网络药理学、定量代谢网络分析、实验及分子动力学以探究当归调节骨代谢的机制

Integrating Network Pharmacology, Quantitative Metabolic Network Analysis, Experiments, and Molecular Dynamics to Explore the Mechanism of Angelica Sinensis for Regulating Bone Metabolism.

作者信息

Yuan Anlei, Liu Chaoqun, Feng Wenqing, Li Beiyan, Zheng Lulu, Tian Jiaye, Yu Bin, Zhang Yanling

机构信息

Key Laboratory of TCM-information Engineer of State Administration of TCM, School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, 102488, China.

出版信息

Comb Chem High Throughput Screen. 2025;28(6):1054-1071. doi: 10.2174/0113862073313394240430072032.

Abstract

BACKGROUND

Bone metabolic diseases are serious health issues worldwide. Angelica sinensis (AS) is traditionally used in Chinese medicine for treating bone metabolism diseases clinically. However, the mechanism of AS in regulating bone metabolism remains uncertain.

OBJECTIVE

The current investigation was structured to elucidate the potential mechanisms of AS for modulating bone metabolism.

METHODS

Firstly, targets of AS regulating bone metabolism were collected by network pharmacology. Then, the transcriptional regulation of RUNX2 was enriched as one of the key pathways for AS to regulate bone metabolism, constructing its metabolic network. Secondly, combining molecular docking, network efficiency, and network flux analyses, we conducted a quantitative evaluation of the metabolic network to reveal the potential mechanisms and components of AS regulating bone metabolism. Finally, we explored the effect of AS on the differentiation of osteoclasts from M-CSF and RANKL-induced RAW264.7 cells, as well as its impact on the osteogenic induction of MC3T3-E1 cells. We verified the mechanism and key targets of AS on bone metabolism using qRT-PCR. Furthermore, the key component was preliminarily validated through molecular dynamics simulation.

RESULTS

Quantitative metabolic network of the transcriptional regulation of RUNX2 was constructed to illustrate the potential mechanism of AS for regulating bone metabolism, indicating that ferulic acid may be a pharmacological component of AS that interferes with bone metabolism. AS suppressed osteoclast differentiation in M-CSF and RANKL-induced RAW264.7 cells and reversed the expressions of osteoclastic differentiation markers, including RUNX2 and SRC. Additionally, AS induced osteogenic generation in MC3T3-E1 cells and reversed the expressions of markers associated with osteoblastic generation, such as RUNX2 and HDAC4. Molecular dynamics simulation indicated that ferulic acid had a strong binding affinity with HDAC4 and SRC.

CONCLUSION

This study reveals a systematic perspective on the intervention bone mechanism of AS by transcriptive regulation by RUNX2, guiding the clinical use of AS in treating diseases of the skeletal system.

摘要

背景

骨代谢疾病是全球范围内严重的健康问题。当归在传统中医中临床上常用于治疗骨代谢疾病。然而,当归调节骨代谢的机制仍不明确。

目的

本研究旨在阐明当归调节骨代谢的潜在机制。

方法

首先,通过网络药理学收集当归调节骨代谢的靶点。然后,将RUNX2的转录调控作为当归调节骨代谢的关键途径之一进行富集,构建其代谢网络。其次,结合分子对接、网络效率和网络通量分析,对代谢网络进行定量评估,以揭示当归调节骨代谢的潜在机制和成分。最后,我们研究了当归对M-CSF和RANKL诱导的RAW264.7细胞破骨细胞分化的影响,以及其对MC3T3-E1细胞成骨诱导的影响。我们使用qRT-PCR验证了当归对骨代谢的作用机制和关键靶点。此外,通过分子动力学模拟对关键成分进行了初步验证。

结果

构建了RUNX2转录调控的定量代谢网络,以阐明当归调节骨代谢的潜在机制,表明阿魏酸可能是当归干扰骨代谢的药理成分。当归抑制M-CSF和RANKL诱导的RAW264.7细胞中的破骨细胞分化,并逆转破骨细胞分化标志物(包括RUNX2和SRC)的表达。此外,当归诱导MC3T3-E1细胞中的成骨生成,并逆转与成骨细胞生成相关的标志物(如RUNX2和HDAC4)的表达。分子动力学模拟表明阿魏酸与HDAC4和SRC具有很强的结合亲和力。

结论

本研究从RUNX2转录调控的角度揭示了当归干预骨机制的系统观点,指导当归在骨骼系统疾病治疗中的临床应用。

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