Studies that employ genome-wide linkage scans with hundreds of small nuclear families have identified new susceptibility genes for coronary artery disease and myocardiaI infarction, including ALOX5AP (encoding 5-lipoxygenase-activating protein) associated with myocardial infarction and stroke and PDE4D (encoding phosphodiesterase 4D) for ischemic stroke.