Moreover, a genome-wide association study (GWAS) in a large cohort of CCM patients sharing a common founder mutation in the KRIT1 gene (Q455X) identified a correlation between CCM disease severity and SNPs in genes involved in vitamin D metabolism and function, including CYP and MMP family members. This evidence concerns the gene PPIG and cerebral cavernous malformation.