Sheng Yueyang, Zhai Ruiqing, Li Shan, Wang Xinyu, Wang Ying, Cui Zhengguo, Wang Chao, Wang Qianqian, Zhang Yanzhuo, Wu Chengai
Department of Molecular Orthopaedics, National Center for Orthopaedics, Beijing Research Institute of Traumatology and Orthopaedics, Beijing Jishuitan Hospital, Capital Medical University, Beijing, China.
College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
Front Med (Lausanne). 2024 Sep 23;11:1448937. doi: 10.3389/fmed.2024.1448937. eCollection 2024.
Osteoarthritis (OA) is a globally prevalent joint disorder affecting approximately 240 million individuals worldwide. Cinnamaldehyde, known for its broad anti-inflammatory and anti-aging effects across various cell types, has not been investigated for its potential impact on apoptosis in OA chondrocytes.
To explore the effectiveness of cinnamaldehyde in mitigating knee osteoarthritis by reducing chondrocyte apoptosis, bioinformatics analysis was first conducted to identify apoptosis-associated differentially expressed genes (APDEGs). Gene expression datasets GSE55235 and GSE114007 were analyzed using weighted gene co-expression network analysis (WGCNA). Gene modules of interest were cross-referenced with APDEGs to identify those specific to OA. LASSO regression analysis was employed to build a risk model, and this model, along with datasets GSE114007, GSE55457, and GSE12021, was validated using ROC analysis. Cellular experiments and blood analyses from OA patients were performed to evaluate the effects of cinnamaldehyde on apoptosis-related gene expression.
Cinnamaldehyde administration was found to rectify the abnormal expression of key apoptosis-related genes in OA patients. Specifically, cinnamaldehyde may affect knee osteoarthritis by regulating apoptosis-related genes such as ZFAND5, BCL6, ELL2, FOSL2, MARCKS, and SGCD. Additionally, three novel apoptotic targets in OA chondrocytes-ZFAND5, ELL2, and SGCD-were identified.
These findings provide significant theoretical support for the clinical use of cinnamaldehyde in OA treatment. The discovery of novel apoptotic targets presents new therapeutic possibilities for future OA interventions.
骨关节炎(OA)是一种全球普遍存在的关节疾病,全球约有2.4亿人受其影响。肉桂醛以其对多种细胞类型具有广泛的抗炎和抗衰老作用而闻名,但尚未对其对OA软骨细胞凋亡的潜在影响进行研究。
为了探究肉桂醛通过减少软骨细胞凋亡来减轻膝骨关节炎的有效性,首先进行生物信息学分析以鉴定与凋亡相关的差异表达基因(APDEGs)。使用加权基因共表达网络分析(WGCNA)对基因表达数据集GSE55235和GSE114007进行分析。将感兴趣的基因模块与APDEGs进行交叉参考,以鉴定OA特有的基因模块。采用LASSO回归分析建立风险模型,并使用ROC分析对该模型以及数据集GSE114007、GSE55457和GSE12021进行验证。对OA患者进行细胞实验和血液分析,以评估肉桂醛对凋亡相关基因表达的影响。
发现给予肉桂醛可纠正OA患者关键凋亡相关基因的异常表达。具体而言,肉桂醛可能通过调节ZFAND5、BCL6、ELL2、FOSL2、MARCKS和SGCD等凋亡相关基因来影响膝骨关节炎。此外,还鉴定出OA软骨细胞中的三个新的凋亡靶点——ZFAND5、ELL2和SGCD。
这些发现为肉桂醛在OA治疗中的临床应用提供了重要的理论支持。新凋亡靶点的发现为未来OA干预提供了新的治疗可能性。