Following hierarchical clustering, reduced expression of TBX2 subfamily in minimally invasive and relatively readily accessible normal large airways was found to be a significantly (P < 10−5 of the Fisher's exact test) associated with lung cancer in the suspect high-risk smokers (Figure 5). The gene discussed is TBX2; the disease is lung cancer.