Shi Xiangwen, Ni Haonan, Tang Linmeng, Li Mingjun, Wu Yipeng, Xu Yongqing
Graduate School, Kunming Medical University, Kunming, People's Republic of China.
Laboratory of Yunnan Traumatology and Orthopedics Clinical Medical Center, Yunnan Orthopedics and Sports Rehabilitation Clinical Medical Research Center, Department of Orthopedic Surgery, 920th Hospital of Joint Logistics Support Force of PLA, Kunming, People's Republic of China.
J Inflamm Res. 2024 May 16;17:3057-3077. doi: 10.2147/JIR.S457414. eCollection 2024.
Osteomyelitis is a challenging disease in the field of bone infections, with its immune and molecular regulatory mechanisms still poorly understood. The aim of this study is to explore the value and potential mechanisms of cuproptosis-related genes (CRGs) in ()-infected osteomyelitis from an immunological perspective.
Initially, three transcriptomic datasets from public databases were integrated and analyzed, and consistent expression of CRGs in -infected osteomyelitis was identified. Subsequently, immune infiltration analysis was performed, and M2 macrophage-related CRGs (M2R-CRGs) were further identified. Their potential molecular mechanisms were evaluated using Gene Set Variation Analysis (GSVA) and Gene Set Enrichment Analysis (GSEA). Finally, distinct osteomyelitis subtypes and diagnostic models based on characteristic M2R-CRGs were constructed.
Through correlation analysis with immune cell infiltration, three characteristic M2R-CRGs (SLC31A1, DLD, and MTF1) were identified. Further analysis using unsupervised clustering and immune microenvironment analysis indicated that cluster 1 might activate pro-inflammatory responses, while cluster 2 was shown to exhibit anti-inflammatory effects in osteomyelitis. Compared to Cluster A, Cluster B demonstrated higher levels and a greater diversity of immune cell infiltrations in CRG-related molecular patterns, suggesting a potential anti-inflammatory role in osteomyelitis. A diagnostic model for -infected osteomyelitis, based on the three M2R-CRGs, was constructed, exhibiting excellent diagnostic performance and validated with an independent dataset. Significant upregulation in mRNA and protein expression levels of the three M2R-CRGs was observed in rat models of -infected osteomyelitis, aligning with bioinformatic results.
The M2R-CRGs (SLC31A1, DLD, and MTF1) may be considered characteristic genes for early diagnosis and personalized immune therapy in patients with -infected osteomyelitis.
骨髓炎是骨感染领域中具有挑战性的疾病,其免疫和分子调节机制仍知之甚少。本研究旨在从免疫学角度探讨铜死亡相关基因(CRGs)在()感染性骨髓炎中的价值及潜在机制。
首先,整合并分析来自公共数据库的三个转录组数据集,确定CRGs在感染性骨髓炎中的一致表达。随后,进行免疫浸润分析,并进一步鉴定与M2巨噬细胞相关的CRGs(M2R-CRGs)。使用基因集变异分析(GSVA)和基因集富集分析(GSEA)评估其潜在分子机制。最后,构建基于特征性M2R-CRGs的不同骨髓炎亚型和诊断模型。
通过与免疫细胞浸润的相关性分析,鉴定出三个特征性M2R-CRGs(SLC31A1、DLD和MTF1)。使用无监督聚类和免疫微环境分析的进一步分析表明,簇1可能激活促炎反应,而簇2在骨髓炎中表现出抗炎作用。与A簇相比,B簇在CRG相关分子模式中显示出更高水平和更多样化的免疫细胞浸润,表明在骨髓炎中具有潜在的抗炎作用。构建了基于这三个M2R-CRGs 的感染性骨髓炎诊断模型,表现出优异的诊断性能,并在独立数据集中得到验证。在感染性骨髓炎大鼠模型中观察到这三个M2R-CRGs 的mRNA和蛋白表达水平显著上调,与生物信息学结果一致。
M2R-CRGs(SLC31A1、DLD和MTF1)可被视为感染性骨髓炎患者早期诊断和个性化免疫治疗的特征基因。