The combination of age, tobacco use, fasting blood glucose level, and family history of hyperlipidemia with OSBPL7 c.651_652del increased the hypercholesterolemia risk from 11% to 20.3%. Here, OSBPL7 is linked to familial hypercholesterolemia.