Thirty one down-regulated genes are known to be prognostic markers of lung cancer, 28 of which are of favorable prognosis, such as GDPD1, SLC46A3, CLIC6, LZTS3 or CCNO. The gene discussed is GDPD1; the disease is lung cancer.