After PPI network and Lasso regression analysis, seven genes (COL1A1, SPP1, TIMP1, PECAM1, CAV1, PPARG and CDN1) were identified as components of the risk signature to divide LC into low and high-risk groups. The gene discussed is COL1A1; the disease is laryngotracheoesophageal cleft.