In this light, SNVs and CNVs in other genes not yet directly associated with CCM disease, including those in CYP51A1, AKAP9, NOTCH3 and PTEN genes identified by our NGS analysis might be unpredictably implicated in CCM disease pathogenesis and severity. The gene discussed is AKAP9; the disease is cerebral cavernous malformation.