Third, the increased density of neutrophils in the tumour immune microenvironment in LUADs with mutant KEAP1 was closely related to worse OS, which means neutrophils may play a more critical role in the prognosis of LUAD patients with mutant KEAP1 than T and B lymphocytes. The gene discussed is KEAP1; the disease is neoplasm.