High DSCC1 Level Predicts Poor Prognosis of Lung Adenocarcinoma
INTERNATIONAL JOURNAL OF GENERAL MEDICINE(2021)
摘要
Purpose: To evaluate the role of DSCC1 in LUAD. Patients and Methods: Based on TCGA and GTEx, the Wilcoxon rank-sum test was used to compare the expression differences of DSCC1 between the normal samples of GTEx combined TCGA and the unpaired tumor samples of TCGA, and to compare DSCC1 expression values between tumor tissues and paired normal LUAD tissues in the TCGA cohort. Kruskal-Wallis rank-sum test, Wilcoxon rank-sum test, and logistics regression were used to compare the relationship between the expression of DSCC1 and the clinicopathological parameters. The biological function of DSCC1 was annotated by GSEA and ssGSEA, while Kaplan-Meier and Cox regression analysis were used to evaluate the prognostic value of DSCC1. Furthermore, the time-dependent ROC curve was used to analyze the diagnostic efficacy of DSCC1 in LUAD. Results: We downloaded the RNA-Seq data of 513 LUAD cases. The expression of DSCC1 was significantly correlated with T stage (OR = 1.04(1.02-1.07), P = 0.002), pathological stage (OR=1.03 (1.01-1.05), P = 0.008) and TP53 status (OR=1.10 (1.07-1.14), P < 0.001). The high expression of DSCC1 was significantly correlated with DSS (HR=1.56 (1.07-2.26), P = 0.021) and OS (HR=1.53 (1.14-2.05), P = 0.004). Moreover, ROC curve analysis (AUC=0.845, CI (0.820-0.870)) indicated DSCC1 as a potential diagnostic molecule for LUAD. In the group with high DSCC1 expression phenotype, down-regulation of EGFR signal, reduction of IL-6 deprivation, cell cycle, and p53 signal pathway were significantly abundant. Spearman correlation analysis showed that the expression of DSCC1 was positively correlated with the infiltration of Th2 cells, T Helper cells. Conclusion: Our results suggest that DSCC1 may be an important biomarker for the treatment of LUAD.
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关键词
DSCC1,LUAD,GSEA,prognosis,biomarker
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