Abstract Background The diagnosis of heart failure (HF) in elderly patients is often difficult, due to overlap of typical signs and symptoms with those of comorbidities. Plasma N-Terminal Pro-Brain Natriuretic Peptide(NTproBNP) is known to increase with age and according to comorbidities. However, the diagnostic performance of this biomarker is unclear in those patients. Aims This study sought to define the diagnostic accuracy of plasma NTproBNP in patients over 75 yo in a large population referred for acute dyspnea in the Assistance Publique-Hôpitaux de Paris. Methods and Results In this retrospective, longitudinal multicenter cohort study, we collected data from 12,974 patients aged 75 years or older who were hospitalized for acute dyspnea with NTproBNP measurement in the 48 hours after admission between 2011 and 2021 in geriatrics, cardiology and pulmonology departments. The final diagnosis was classified with the International Classification of Diseases, 10th Revision (ICD 10) as either "AHF" or "other acute respiratory failure" (OARF), represented by pulmonary embolism, COPD and pneumonia. The Mean (SD) age of our population was 84.4 (6.1) years old, and 52.7% of patients were women. 8,385 (64.6%) patients had an AHF diagnosis at discharge. Regarding age of patients, NT-proBNP threshold values was higher in patients over 85 yo, 2530 ng/L, compared to that of patients < 85 yo, 1680 ng/L. The NTproBNP threshold for ‘ruling-out’ AHF had a 79% sensitivity in patient > 85 YO and 82% sensitivity in patient 75- 85 YO. In patients > 85 compared with patient 75-85 yo, predictive positive value was 85 and 86 %, specificity was 65% and 75% and AUC was 0.77 and 0.84. Finally, despite the consideration of other clinical and biological parameters, NTproBNP level remain more discriminating for the diagnosis of AHF in old patients with comorbidities. Conclusion In patients 75-85 and over 85 years of age referred for acute dyspnea with NTproBNP dosage at admission, a cutoff of 1680 and 2530 ng/L respectively allow for an accurate diagnosis of AHF.