NPPB and heart failure: The patient successfully completed rehabilitation without cardiovascular adverse events and demonstrated neurological improvement.<h4>Conclusion</h4>In stroke patients with complex comorbidities, persistently and markedly elevated NT-proBNP levels may reflect a state of "cardiovascular reserve exhaustion" rather than simple heart failure.