Combined with the literature and our above experiments, it is known that the occurrence of CAVD is closely related to the up-regulation of ATF4 expression in VICs, and the high expression of ATF4 is closely related to the M1 polarization of macrophage. Here, ATF4 is linked to congenital bilateral aplasia of vas deferens from CFTR mutation.