Department of Sports Medicine, The First Affiliated Hospital, Guangdong Provincial Key Laboratory of Speed Capability, The Guangzhou Key Laboratory of Precision Orthopedics and Regenerative Medicine, Jinan University, Guangzhou, China.
Department of Cardiothoracic Surgery ICU, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Gene. 2024 Dec 20;930:148871. doi: 10.1016/j.gene.2024.148871. Epub 2024 Aug 19.
The prognosis of patients with metastatic osteosarcoma is poor, and the variation of basement membrane genes (BMGs) is associated with cancer metastasis. However, the role of BMGs in osteosarcoma has been poorly studied.
BMGs were collected and differentially expressed BMGs (DE-BMGs) were found through difference analysis. DE-BMGs were further screened by univariate Cox regression and Lasso regression analyses, and six key BMGs were identified and defined as basement membrane genes signatures (BMGS). Then, BMGS was used to construct the osteosarcoma BMGS risk score system, and the osteosarcoma patients were divided into high- and low-risk groups based on the median risk score. Single-sample gene set enrichment analysis (ssGSEA) and ESTIMATE scores were used to investigate the differences in immune infiltration between the two scoring groups. Additionally, we investigated whether UNC5B affects various features in tumors by bioinformatic analysis and whether UNC5B was involved in multiple biological functions of osteosarcoma cells by wound healing assay, transwell assay, and western blot.
The osteosarcoma BMGS risk score reliably predicts the risk of metastasis, patient prognosis, and immunity. UNC5B expression was elevated in osteosarcoma, and correlated with various characteristics such as immune infiltration, prognosis, and drug sensitivity. In vitro assays showed that UNC5B knockdown reduced osteosarcoma cells' capacity for migration and invasion, and EMT process.
A novel BMGS risk score system that can effectively predict the prognosis of osteosarcoma was developed and validated. The UNC5B gene in this system is one of the key aggressive biomarkers of osteosarcoma.
转移性骨肉瘤患者的预后较差,基底膜基因(BMGs)的变异与癌症转移有关。然而,BMGs 在骨肉瘤中的作用尚未得到充分研究。
通过差异分析收集 BMGs,并发现差异表达的 BMGs(DE-BMGs)。通过单变量 Cox 回归和 Lasso 回归分析进一步筛选 DE-BMGs,确定并定义了 6 个关键的 BMGs 作为基底膜基因特征(BMGS)。然后,使用 BMGS 构建骨肉瘤 BMGS 风险评分系统,并根据中位数风险评分将骨肉瘤患者分为高风险组和低风险组。单样本基因集富集分析(ssGSEA)和 ESTIMATE 评分用于研究两组评分之间免疫浸润的差异。此外,我们通过生物信息学分析研究 UNC5B 是否通过影响肿瘤的各种特征,以及 UNC5B 是否参与骨肉瘤细胞的多种生物学功能,通过划痕愈合试验、Transwell 试验和 Western blot 进行验证。
骨肉瘤 BMGS 风险评分可靠地预测转移风险、患者预后和免疫。UNC5B 在骨肉瘤中表达上调,并与免疫浸润、预后和药物敏感性等各种特征相关。体外实验表明,UNC5B 敲低降低了骨肉瘤细胞的迁移和侵袭能力,以及 EMT 过程。
开发并验证了一种能够有效预测骨肉瘤预后的新型 BMGS 风险评分系统。该系统中的 UNC5B 基因是骨肉瘤的关键侵袭性生物标志物之一。