The primary goal of this study is to characterize which patients with angina but no obstructive CAD have reduced MPR and test the effectiveness of intensive medical therapy plus a 12-week supervised exercise program versus intensive medical therapy alone to improve MPR, aerobic capacity, and the patient-centered outcomes of cardiac events, angina severity, and quality of life in this population with microvascular angina.