An integrated model of FTO and METTL3 expression that predicts prognosis in lung squamous cell carcinoma patients

ANNALS OF TRANSLATIONAL MEDICINE(2021)

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摘要
Background: Lung squamous cell carcinoma (LUSC) approximately accounts for a third of lung cancers. However, the role of N6-methyladenosine (m6A) in LUSC remains largely unknown according to previous studies. Methods: In this study, we investigated the mutations, copy number variants (CNVs), expression of 20 m6A RNA methylation regulators, and clinical data from The Cancer Genome Atlas-LUSC (TCGALUSC). These data were used for the training cohort of screening potential biomarkers. The prognostic model of m6A RNA methylation regulators was constructed. A receiver operating characteristic (ROC) analysis was undertaken to determine the area under the curves (AUCs) (for 3-and 5-year survival) for the model. Additionally, the accuracy of the two-gene model was confirmed with external data verifications. Combined two-gene model and clinincal information were performed to construct a nomogram to predict patient's prognostic risk assessment. Results: Fat mass-and obesity-associated protein (FTO) and methyltransferase-like 3 (METTL3) were identified as potential prognostic biomarkers to evaluate benign and malignant tumors and prognosticate. The following prognostic model of m6A RNA methylation regulators was constructed: risk score = 0.162 x FTO - 0.069 x METTL3. Patients in low-risk group [median overall survival (mOS), 43.4 months] had longer survival than those with high-risk (mOS, 67.3 months) with P=0.0023. The smoking grade and risk score could be independent prognostic factors (P=0.00098 and P=0.0014, respectively). Ultimately, a nomogram was developed to assist clinicians to predict clinical outcomes. Conclusions: FTO and METTL3 are potential prognostic biomarkers of LUSC. The two-gene model's use of prognostic risk scores may provide guidance in the selection of therapeutic strategies.
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Fat mass-and obesity-associated protein (FTO), methyltransferase-like 3 (METTL3), N6-methyladenosine (m6A), biomarkers, lung squamous cell carcinoma (LUSC)
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