In addition, cancer subtype analysis showed that the known cancer markers have relatively high variation within the subtypes, for example Table 2 shows that ALK had a CV of 5.19 in AD of the lung, 1.69 in SCLC and 10.33 in SQCLC. The gene discussed is ALK; the disease is small cell lung carcinoma.