We identified clinically relevant variants in APOB, MTTP, PCSK9, ANGPTL3, LDLR and LDLRAP1 genes which can cause hypobetalipoproteinemia (HBL) and familial hypercholesterolemia (FH). Here, APOB is linked to familial hypercholesterolemia.