This is a single center, open-label trial designed to assess the safety and efficacy of ranolazine (Ranexa) in patients with pulmonary hypertension associated with left ventricular diastolic dysfunction. All patients will receive active drug. The study includes a screening period, 6 month treatment period and a follow up period. Eligible patients who provide informed consent and who meet all inclusion/exclusion criteria will be enrolled in this study.