Disclosed herein are diagnostic methods for determining whether subjects will be responsive to vitamin D therapy. The methods involve the detection of one or more single nucleotide polymorphisms in a test sample, in combination with other clinical factors. The tests are suitable for diagnosing and determining a treatment regime for patients having or suspected of having a cardiovascular disease, including hyperlipidemia or hypertriglyceridemia.