We also studied the correlation between key DEIRGs and infiltrating immune cells, and found that PTPN1, GRB2, PTPN6, SYK and SHC1 may play a key role in CAVD by modulating immune cells infiltration. The gene discussed is SHC1; the disease is congenital bilateral aplasia of vas deferens from CFTR mutation.