PCSK9 and Hypercholesterolemia: However, despite the addition of LDLRAP1 and PCSK9 to the list of genes that are associated with inherited hypercholesterolemia, there still appears to be a substantial number of patients with a clinical diagnosis of possible or defined FH who exhibit unknown genetic defect [35].