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A innovative prognostic symbol based on neutrophil extracellular traps (NETs)-related lncRNA signature in non-small-cell lung cancer

机译:一种基于中性粒细胞外细胞疏水阀(网)的创新的预后符号 - 非小细胞肺癌中的LNCRNA签名

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摘要

Neutrophil extracellular traps (NETs) are closely related to cancer progression. NETs-related lncRNAs play crucial roles in non-small-cell lung cancer (NSCLC) but there have been no systematic studies regarding NETs-related long noncoding RNA (lncRNA) signatures to forecast the prognosis of NSCLC patients. It’s essential to build commensurate NETs-related lncRNA signatures. The expression profiles of prognostic mRNAs and lncRNAs and relevant clinical data of NSCLC patients were downloaded from The Cancer Genome Atlas (TCGA) database. The NETs-related genes came from the results of our transcriptome RNA microarray data. The co-expression network of lncRNAs and NETs-related genes was structured to confirm NETs-related lncRNAs. The 19 lncRNAs correlated with overall survival (OS) were selected by exploiting univariate Cox regression (P < 0.05). Lasso regression and multivariate Cox regression (P < 0.05) were utilized to develop a 12-NETs-related lncRNA signature. We established a risk score based on the signature, which suggested that patients in the high-risk group displayed significantly shorter OS than patients in the low-risk group (P < 0.0001, P = 0.0023 respectively in the two cohorts). The risk score worked as an independent predictive factor for OS in both univariate and multivariate Cox regression analyses (HR> 1, P< 0.001). Additionally, by RT-qPCR, we confirmed that NSCLC cell lines have higher levels of the three adverse prognostic NETs-related lncRNAs than normal lung cells. The expression of lncRNAs significantly increases after NETs stimulation. In short, the 12 NETs-related lncRNAs and their model could play effective roles as molecular markers in predicting survival for NSCLC patients.
机译:中性粒细胞细胞外疏水阀(网)与癌症进展密切相关。净相关的LNCRNA在非小细胞肺癌(NSCLC)中起重要作用,但没有有关净相关的长非编码RNA(LNCRNA)签收的系统研究,以预测NSCLC患者的预后。构建相应的净相关的LNCRNA签名是必不可少的。从癌症基因组Atlas(TCGA)数据库下载了预后MRNA和LNCRNA和NSCLC患者相关临床数据的表达谱。净相关基因来自我们转录组RNA微阵列数据的结果。构建LNCRNA和相关基因的共表达网络以确认净相关的LNCRNA。通过利用单变量COX回归选择与总存活(OS)相关的19个LNCRNA(P <0.05)。利用套索回归和多元COX回归(P <0.05)来开发12栏相关的LNCRNA签名。我们基于签名建立了风险分数,这表明高风险组患者比低风险组中的患者显着缩短了OS(分别在两个队列中分别为P <0.0001,P = 0.0023)。风险评分作为单变量和多元COX回归分析(HR> 1,P <0.001)中的OS的独立预测因素。另外,通过RT-QPCR,我们确认NSCLC细胞系具有比正常肺细胞的三种不良预后净净腹水含量较高。在净刺激后,LNCRNA的表达显着增加。简而言之,12个与净相关的LNCRNA及其模型可以在预测NSCLC患者的存活方面发挥有效作用。

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