Conclusion: This meta-analysis suggested that PTPN11, GRB2, PTPN6, SYK, and SHC1 might be key DEIRGs associated with immune cells infiltration, which play a pivotal role in pathogenesis of CAVD. The gene discussed is PTPN6; the disease is congenital bilateral aplasia of vas deferens from CFTR mutation.