Abstract Background Heart failure with preserved ejection fraction (HFpEF) frequently coexists with atrial fibrillation (AF). The diagnosis of HFpEF in AF is difficult because some diagnostic criteria for HFpEF may be associated with AF instead of HFpEF per se. Left atrial pressure (LAP) ≥15 mmHg has been used to confirm the diagnosis of HFpEF. Purpose We aimed to 1) determine LAP measurements in patients with AF undergoing catheter ablation; 2) assess the agreement between LAP measurement HFpEF risk scores and 3) determine the association between LAP measurement and clinical and echocardiographic features. Methods Consecutive patients with paroxysmal or persistent AF scheduled for catheter ablation were included. Participants were considered to have HFpEF if the mean LAP was ≥15 mm Hg. The LAP was measured only in sedated patients with spontaneous breathing. Participants had high probability of HFpEF if scored >5points in H2FPEF and/or ≥5 points in HFA-PEFF score. Results Of 107 participants, 29 (27%) had HFpEF according to mean LAP and 32 (30%) had high probability of HFpEF according to HFpEF scores. The highest agreement of HFpEF risk scores relative to elevated LAP was observed for H2FPEF score; among patients with mean LAP ≥15 mm Hg, 38% [n=11/29] of them had also high risk of HFpEF based on H2FPEF score, whereas only 10% [n=3/29] had high risk of HFpEF based on HFA-PEFF score. In multivariable analysis, the independent predictors of HFpEF were left ventricular ejection fraction (LVEF; OR 0.77, 95%CI 0,.64-0.91), intraventricular septum diameter (IVSd; OR 1.75, 95%CI 1.11-2.74), global longitudinal strain (GLS; OR 1.24, 9%CI 1.05-1.48). Conclusions More than one-fourth of patients scheduled for catheter ablation had HFpEF according to elevated LAP. The highest agreement to elevated LAP was observed for the H2FPEF score. Predictors of HFpEF diagnosis were lower LVEF, higher IVSd and GLS.