“…A recent systematic review investigated the addition of SS-RFs into current risk prediction tools and found the integration led to marginal, if any, improvements to risk prediction or classification. 47 Age at the time of assessment and the length of prediction time interval are possible confounders. Adding APO into the Framingham Risk Score yielded improvements in 15-year CVD prediction models but not in the established 10-year prediction.…”