This study hypothesizes that the TF-mRNA regulatory modules altered in lung cancers may serve as diagnosis biomarkers and proposes a model-based quantitative metrics (mqTrans) to measure the TF-mRNA regulatory relationship using the machine learning algorithms. This evidence concerns the gene TF and lung carcinoma.