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儿童骨肉瘤患者免疫预后特征的建立及前瞻性分子机制分析

Establishment of immune prognostic signature and analysis of prospective molecular mechanisms in childhood osteosarcoma patients.

作者信息

Zhang Zide, Liu Chong, Liang Tuo, Yu Chaojie, Qin Zhaojie, Zhou Xin, Xue Jiang, Zeng Haopeng, Lu Zhaojun, Xu Guoyong, Wang Zequn, Chen Jiarui, Jiang Jie, Zhan Xinli

机构信息

Guangxi Medical University.

Spine and Osteopathy Ward, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, People's Republic of China.

出版信息

Medicine (Baltimore). 2020 Nov 13;99(46):e23251. doi: 10.1097/MD.0000000000023251.

Abstract

BACKGROUND

In pediatric tumors, immunotherapy exhibits less toxicity than chemotherapy and radiation. The current study aims to identify potential immune targets in immune-related genes of C-C motif chemokine ligand genes (CCLs) and C-C motif chemokine receptors (CCRs) in childhood osteosarcoma (OS) and to explore the underlying molecular mechanisms of childhood OS.

METHODS

Firstly, we identified immune-related genes in CCLs and CCRs, these genes were used for functional annotation and interaction analysis. Then, the prognostic value of these genes was evaluated using Kaplan-Meier analysis and multivariate COX regression model. And the potential relationship between risk score and immune infiltrating cells was identified. Finally, gene set enrichment analysis was used to determine the underlying molecular mechanism of OS. Immune-related genes in CCLs and CCRs are inextricably linked.

RESULTS

The results of survival analysis of these genes show that CCL5, CCL8, CCR4, and CCR5 are significantly associated with the prognosis of childhood OS. The combined effect survival analysis shows that the co-high expression of these 4 genes has a good prognosis for childhood OS. A prognostic signature model was constructed based on the 4 genes mentioned above, and the result of time-dependent receiver operating characteristic curves showed that this model was a good predictor of childhood OS 3- and 5-year prognosis. In addition, the risk score of the constructed prognostic signature model was closely related to immune infiltration. We also found that CCL5, CCL8, and CCR5 may affect the prognosis of OS through complex regulation among Toll-like receptor signaling pathway, mitogen-activated protein kinase (MAPK) family signaling cascade, and nuclear factor-kappaB pathway, whereas CCR4 affects the prognosis of OS by regulating eukaryotic translation.

CONCLUSION

CCL5, CCL8, CCR4, and CCR5 are potential prognostic markers for the prognosis of childhood OS, and the underlying molecular mechanisms of childhood OS have been identified.

摘要

背景

在儿科肿瘤中,免疫疗法的毒性低于化疗和放疗。本研究旨在确定儿童骨肉瘤(OS)中C-C基序趋化因子配体基因(CCLs)和C-C基序趋化因子受体(CCRs)的免疫相关基因中的潜在免疫靶点,并探讨儿童OS的潜在分子机制。

方法

首先,我们在CCLs和CCRs中鉴定免疫相关基因,这些基因用于功能注释和相互作用分析。然后,使用Kaplan-Meier分析和多变量COX回归模型评估这些基因的预后价值。并确定风险评分与免疫浸润细胞之间的潜在关系。最后,采用基因集富集分析来确定OS的潜在分子机制。CCLs和CCRs中的免疫相关基因有着千丝万缕的联系。

结果

这些基因的生存分析结果表明,CCL5、CCL8、CCR4和CCR5与儿童OS的预后显著相关。联合效应生存分析表明,这4个基因的共高表达对儿童OS有良好的预后。基于上述4个基因构建了预后特征模型,时间依赖性受试者工作特征曲线结果表明该模型是儿童OS 3年和5年预后的良好预测指标。此外,构建的预后特征模型的风险评分与免疫浸润密切相关。我们还发现CCL5、CCL及CCR5可能通过Toll样受体信号通路、丝裂原活化蛋白激酶(MAPK)家族信号级联和核因子-κB通路之间的复杂调控影响OS的预后,而CCR4则通过调节真核翻译影响OS的预后。

结论

CCL5、CCL8、CCR4和CCR5是儿童OS预后的潜在预后标志物,并已确定儿童OS的潜在分子机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f288/7668544/58f995955d52/medi-99-e23251-g001.jpg

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