To explore ZNF451 expression in the context of PF, we analyzed the public dataset GSE24206 (early IPF = 8, advanced IPF = 9, control = 6) and found decreased ZNF451 expression in the lungs of both early IPF and advanced IPF patients compared to controls (Fig. 1A). Here, ZNF451 is linked to pemphigus foliaceus.