Liang Chao, Zhou Juan, Wang Yongjie, Sun Yin, Zhou Jin, Shao Lan, Zhang Zhichang, Yan Wangjun, Liu Zhiyan, Dong Yang
Department of Musculoskeletal Oncology, Fudan University Shanghai Cancer Center, Shanghai Medical College, Fudan University, Shanghai, 200032, PR China.
Department of Orthopedics, Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai 200233, PR China.
J Bone Oncol. 2023 Dec 15;44:100517. doi: 10.1016/j.jbo.2023.100517. eCollection 2024 Feb.
Osteosarcoma, the most common primary malignant bone tumor, is currently treated with surgery combined with chemotherapy, but the limited availability of targeted drugs contributes to a poor prognosis. Identifying effective therapeutic targets is crucial for improving the prognosis of osteosarcoma patients.
We screened the DepMap database to identify essential genes as potential therapeutic targets for osteosarcoma. Gene Set Enrichment Analysis (GSEA) was employed to elucidate the biological roles of these essential genes. Promising candidates were filtered through univariate and multivariate Cox analyses, as well as Kaplan-Meier survival analyses using the GSE21257-OSA and TARGET-OSA datasets. The functional role of the target gene was assessed through cell experiments. Additionally, an in situ nude mice model was established to observe the gene's function, and RNA sequencing was utilized to explore the underlying molecular mechanism.
A total of 934 essential genes were identified based on their effects (Chronos) using the DepMap database. These genes were primarily enriched in the ribosome pathway according to GSEA analysis. Among them, 195 genes were associated with the ribosome pathway. , , and were validated as promising candidates following univariate and multivariate Cox analyses of the TARGET-OSA and GSE21257-OSA datasets. Kaplan-Meier survival analyses indicated represented an especially promising target, with high expression correlating with poor prognosis. Knockdown of small ribosomal subunit protein eS28, the protein of , inhibited proliferation, migration, and invasion in both in and in experiments. Silencing affected the MAPK signaling pathway in osteosarcoma.
In summary, has been identified as an essential gene for osteosarcoma cell survival and eS28 may serve as a potential vulnerability in osteosarcoma.
骨肉瘤是最常见的原发性恶性骨肿瘤,目前采用手术联合化疗进行治疗,但靶向药物的可用性有限导致预后较差。确定有效的治疗靶点对于改善骨肉瘤患者的预后至关重要。
我们筛选DepMap数据库以鉴定必需基因作为骨肉瘤的潜在治疗靶点。采用基因集富集分析(GSEA)来阐明这些必需基因的生物学作用。通过单变量和多变量Cox分析以及使用GSE21257 - OSA和TARGET - OSA数据集的Kaplan - Meier生存分析筛选出有前景的候选基因。通过细胞实验评估靶基因的功能作用。此外,建立原位裸鼠模型以观察该基因的功能,并利用RNA测序探索潜在的分子机制。
基于使用DepMap数据库的效应(Chronos)共鉴定出934个必需基因。根据GSEA分析,这些基因主要富集在核糖体途径中。其中,195个基因与核糖体途径相关。在对TARGET - OSA和GSE21257 - OSA数据集进行单变量和多变量Cox分析后, 、 和 被验证为有前景的候选基因。Kaplan - Meier生存分析表明 是一个特别有前景的靶点,高表达与预后不良相关。小核糖体亚基蛋白eS28(即 的蛋白)的敲低在 和 实验中均抑制了增殖、迁移和侵袭。沉默 在骨肉瘤中影响MAPK信号通路。
总之, 已被确定为骨肉瘤细胞存活的必需基因,eS28可能是骨肉瘤中的一个潜在弱点。