A seven immune-related lncRNA signature predicts the survival of patients with colon adenocarcinoma

被引:1
|
作者
Li, Zhilong [1 ]
Wang, Dalu [1 ]
Yin, Hongzhuan [1 ]
机构
[1] China Med Univ, Dept Gen Surg, Shengjing Hosp, 36 Sanhao St, Shenyang 110004, Peoples R China
来源
AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH | 2020年 / 12卷 / 11期
关键词
LncRNA; overall survival; colon cancer; immune-related gene; LONG NONCODING RNAS; COLORECTAL-CANCER; BIOMARKERS; FRONTIER;
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
This study aimed to explore immune-related lncRNAs for predicting the overall survival of patients with colon adenocarcinoma. RNA-sequencing data were downloaded from the TCGA data portal. The immune-related lncRNAs with differential expression were identified with Cox and LASSO regression analysis. With the stepwise regression analysis, a seven lncRNA signature was established for calculating the Risk Score with following formula: Risk Score = [Expression level of AC027307.2 * (0.156)] + [Expression level of AC074117.1 * (0.294)] + [Expression level of AC103702.2 * (-0.025)] + [Expression level of CYTOR * (0.205)] + [Expression level of LINC02381 * (0.251)] + [Expression level of MIR200CHG * (0.052)] + [Expression level of SNHG16 * (-0.101)]. The Risk Score was validated with survival analysis, achieving moderate area under the curve (AUC) of receiver operating characteristic (ROC) curve over 0.7. GSEA and immune-cell abundance analysis further supported the involved lncRNAs were immune-relevant. Finally, the prognosis prediction efficacy was verified with clinical samples with an AUC of 0.674 in ROC curve. Both the Risk Score and involved immune-related lncRNAs presented promising clinical significance.
引用
收藏
页码:7060 / 7078
页数:19
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