We reported that loss of DsbA-L attenuated the accumulation of AKT1 and NLRP3 to inhibit the TGF-β1/SMAD3 signaling and M2 macrophage polarization, which in turn protected mice from BLM-induced PF. Here, TGFB1 is linked to Bloom syndrome.