SOX9 and congenital bilateral aplasia of vas deferens from CFTR mutation: Three diagnostic genes and 5 pyroptosis-related genes were positively correlated with two genes, IL6 and TNF, which promote the CAVD progression, but negatively correlated with SOX9 which suppresses the disease development (Figure 8A).