Peng Yin-Xiao, Yu Bin, Qin Hui, Xue Li, Liang Yi-Jian, Quan Zheng-Xue
Department of Orthopedics, The Third People's Hospital of Chengdu, Chengdu, Sichuan, China.
Department of Orthopedics, The First Affiliated Hospital of Chongqing Medical University, Chongqing, Chongqing, China.
PeerJ. 2020 Feb 3;8:e8489. doi: 10.7717/peerj.8489. eCollection 2020.
Osteosarcoma is the most common type of bone cancer in children and young adults. Recent studies have shown a correlation between epithelial-mesenchymal transition (EMT)-related gene expression and immunity in human cancers. Here, we investigated the relationship among EMT, immune activity, stromal activity and tumor purity in osteosarcoma.
We defined EMT gene signatures and evaluated immune activity and stromal activity based on the gene expression and clinical data from three independent microarray datasets. These factors were evaluated by single sample Gene Set Enrichment Analyses and the ESTIMATE tool. Finally, we analyzed the key source of EMT gene expression in osteosarcoma using microarray datasets from the Gene Expression Omnibus and human samples that we collected.
EMT-related gene expression was positively correlated with immune and stromal activity in osteosarcoma. Tumor purity was negatively correlated with EMT, immune activity and stromal cells. We further demonstrated that high EMT gene expression could significantly predict poor overall survival (OS) and recurrence-free survival (RFS) in osteosarcoma patients, while high immune activity cannot. However, combining these factors could have further prognostic value for osteosarcoma patients in terms of OS and RFS. Finally, we found that stromal cells may serve as a key source of EMT gene expression in osteosarcoma.
The results of this study reveal that the expression of EMT genes and immunity are positively correlated, but these signatures convey disparate prognostic information. Furthermore, the results indicate that EMT-related gene expression may be derived from stromal rather than epithelial cancer cells.
骨肉瘤是儿童和青年中最常见的骨癌类型。最近的研究表明,上皮-间质转化(EMT)相关基因表达与人类癌症中的免疫之间存在关联。在此,我们研究了骨肉瘤中EMT、免疫活性、基质活性和肿瘤纯度之间的关系。
我们基于来自三个独立微阵列数据集的基因表达和临床数据定义了EMT基因特征,并评估了免疫活性和基质活性。这些因素通过单样本基因集富集分析和ESTIMATE工具进行评估。最后,我们使用来自基因表达综合数据库(Gene Expression Omnibus)的微阵列数据集和我们收集的人类样本,分析了骨肉瘤中EMT基因表达的关键来源。
骨肉瘤中EMT相关基因表达与免疫和基质活性呈正相关。肿瘤纯度与EMT、免疫活性和基质细胞呈负相关。我们进一步证明,高EMT基因表达可显著预测骨肉瘤患者较差的总生存期(OS)和无复发生存期(RFS),而高免疫活性则不能。然而,综合这些因素对于骨肉瘤患者的OS和RFS可能具有进一步的预后价值。最后,我们发现基质细胞可能是骨肉瘤中EMT基因表达的关键来源。
本研究结果表明,EMT基因表达与免疫呈正相关,但这些特征传达了不同的预后信息。此外,结果表明EMT相关基因表达可能源自基质癌细胞而非上皮癌细胞。