Five factors, particularly TCF12, were identified as significant transcription factors in the molecular regulation of these core genes, indicating that the pathogenesis of HF and IPF may involve similar upstream regulatory processes. The gene discussed is TCF12; the disease is idiopathic pulmonary fibrosis.