Interestingly, this paper found that if stratified by tumor type, low HALP was predictive of worse overall survival for lung adenocarcinoma on Kaplan Meier analysis (p < 0.001) but lost significance when stratifying for non-adenocarcinoma disease (p = 0.194). The gene discussed is NAT10; the disease is neoplasm.