Among the 11 predictive mRNAs, sirtuin 5 (SIRT5), a NAD+-dependent class III protein deacetylase, showed a significantly higher expression in gefitinib-resistant than sensitive NSCLC samples in the GEO: GSE80344 dataset (Fig. 4a). The gene discussed is SIRT5; the disease is non-small cell lung carcinoma.