In the set of variables related to lipid metabolism, TC:HDL-C ratio presented the highest absolute value of canonical weight, followed by Apo-B:Apo-A1 ratio in the following models built for the group of all patients, male lung cancer patients, non-smoking ones and those with hypertriglyceridemia. This evidence concerns the gene APOB and lung carcinoma.