Toffalorio et al. investigated the expression levels of seven genes involved in gemcitabine metabolism in advanced NSCLC, including the RRM2 gene; the results revealed RRM2 gene expression was not associated with patients with advanced NSCLC treated with gemcitabine [40]. The gene discussed is RRM2; the disease is non-small cell lung carcinoma.