In a study conducted by Winther-Larsen et al. [27], high NLR, PLR, and MLR were found to be associated with decreased OS, but no correlation was found between HALP score and survival in 5320 stage I-IV non-small cell lung cancer patients. The gene discussed is NAT10; the disease is non-small cell lung carcinoma.