Male sex, pre-existing respiratory disease, SpO2 < 90%, and SBP < 90 mmHg were associated with an increased risk of cardiac arrest, along with elevated NT-proBNP levels, which could serve as early indicators for the onset of cardiac arrest. Here, NPPB is linked to cardiac arrest.