he is because people who have had heart attacks are likely to have been...Genetic Screening No Use in Predicting Heart Attack Risk3/15/2009 - Genetic screening for the trait most strongly linked to early heart attacks does not, in fact, improve the ability to predict the risk of heart attack or other forms of cardiovascular disease, a new study has concluded.