Our findings showed that DEGs associated with CAVD were mostly enriched in the extracellular matrix organization, immune cell activity, PI3K-AKT signaling pathway, ECM-receptor interaction, and cytokine-cytokine receptor interaction. This evidence concerns the gene AKT1 and congenital bilateral aplasia of vas deferens from CFTR mutation.