In addition, experimental studies suggest that blocking the HMGB-1/RAGE signaling pathway could reduce collagen protein production (including COL1A1 and COL3A1) and prevent the development of PF [17,23,25]. The gene discussed is HMGB1; the disease is pemphigus foliaceus.