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This is a prospective, observational, multi-center cohort study designed to evaluate long-term survival and clinical outcomes in patients with end-stage heart failure undergoing left ventricular assist device (LVAD) implantation. Patients receiving LVAD implantation as part of routine clinical care will be enrolled and followed for up to 3-5 years. During the study period, data will be collected on baseline characteristics, preoperative medical therapy, intraoperative surgical information, in-hospital course, and long-term postoperative medication use, as well as survival status, major clinical outcomes, LVAD-related complications, and hospital readmissions. In addition, myocardial tissue samples will be obtained from the left ventricular apex during LVAD implantation surgery. These tissue samples are routinely removed as part of the standard surgical procedure and would otherwise be d
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