A six-gene panel including EOMES, LTF, CSF1R, HLA-DRA, IRF8 and MPEG1 was discovered and validated with a high accuracy both in sepsis subjects and sepsis-induced ARDS subjects. The gene discussed is CSF1R; the disease is acute respiratory distress syndrome.