THBD and cerebral cavernous malformation: The results of this secondary analysis showed a greater FC ratio of THBD, VWF and PLVAP suggesting these EC-related genes were altered in CCM (p < 0.1, FDR corrected; |FC|> 1.5) (Fig. 1 and Table S4).