Yes, high SFA diets are associated with increased risk of CVD via atherosclerosis as a result of the increase in ApoB concentration in the blood (response to retention hypothesis).
This review paper is a really good overview of the model, and it's actually pretty approachable: https://academic.oup.com/eurheartj/article/41/24/2313/573522...