Diagnostic, progressive and prognostic performance of m sup6/sup A methylation RNA regulators in lung adenocarcinoma

摘要

Background: N6-methyladenosine (msup6/supA) RNA methylation is dynamically and reversibly regulated by methyl-transferases ("writers"), binding proteins ("readers"), and demethylases ("erasers"). The msup6/supA is restored to adenosine and thus to achieve demethylation modification. The abnormality of msup6/supA epigenetic modification in cancer has been increasingly attended. However, we are rarely aware of its diagnostic, progressive and prognostic performance in lung adenocarcinoma (LUAD). Methods and Results: The expression of 13 widely reported msup6/supA RNA regulators in LUAD and normal samples were systematically analyzed. There were 12 msup6/supA RNA methylation genes displaying aberrant expressions, and an 11-gene diagnostic score model was finally built (Diagnostic score =0.033*KIAA1429+0.116*HNRNPC+0.115*RBM15-0.067* METTL3-0.048*ZC3H13-0.221*WTAP+0.213*YTHDF1-0.132*YTHDC1-0.135* FTO+0.078*YTHDF2+0.014*ALKBH5). Receiver operating characteristic (ROC) analysis was performed to demonstrate superiority of the diagnostic score model (Area under the curve (AUC) was 0.996 of training cohort, P0.0001; AUC was 0.971 of one validation cohort-GSE75037, P0.0001; AUC was 0.878 of another validation cohort-GSE63459, P0.0001). In both training and validation cohorts, YTHDC2 was associated with tumor stage (P0.01), while HNRNPC was up expressed in progressed tumor (P0.05). Besides, WTAP, RBM15, KIAA1429, YTHDF1, and YTHDF2 were all up expressed for TP53 mutation. Furthermore, using least absolute shrinkage and selection operator (lasso) regression analysis, a ten-gene risk score model was built. Risk score=0.169*ALKBH5-0.159*FTO+0.581*HNRNPC-0.348* YTHDF2-0.265*YTHDF1-0.123*YTHDC2+0.434*RBM15+0.143*KIAA1429-0.200*WTAP-0.310*METTL3. There existed correlation between the risk score and TNM stage (P0.01), lymph node stage (P0.05), gender (P0.05), living status (P0.001). Univariate and multivariate Cox regression analyses of relevant clinicopathological characters and the risk score revealed risk score was an independent risk factor of lung adenocarcinoma (HR: 2.181, 95%CI (1.594-2.984), P0.001). Finally, a nomogram was built to facilitate clinicians to predict outcome. Conclusions: msup6/supA epigenetic modification took part in the progression, and provided auxiliary diagnosis and prognosis of LUAD.? The author(s).