Finally, several specific genes which were distinctly upregulated in PF patients have previously been linked to fibrotic processes, including PDE4D [26], MMP8 [27], CRISP3 [28], and BCL2L15 [29] (all in maroon module, Fig. 2d). Here, BCL2L15 is linked to pemphigus foliaceus.