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The conundrum that is the hard flaccid syndrome
Mulhall, John P. , Mulhall, John P , Punjani, Nahid

Mayo Clinic

The Journal of Sexual Medicine | November 9, 2025 | Volume: 22 | Issue: 11 | Pages: 2007-2008

10.1093/jsxmed/qdaf221 | PMID 41206022 Get It

Identification of ANOCA endotypes by stepwise, multi-stress, multi-marker stress echocardiography: necessity of noninvasive approach
Djordjevic‐Dikic, Ana , Dedić, S , Tesic, M, Borguezan-Daros, C, Cortigiani, Lauro , Wierzsbowska-Drabik, K, Picano, Eugenio, Ciampi, Quirino , Boskovic, N , Giga, Vojislav , Tesic, M, Rodríguez‐Zanella, Hugo , Zagatina, A , Boshchenko, A , Čelutkienė, Jelena , Pellikka, Patricia A.

Mayo Clinic

European Heart Journal | November 8, 2025 | Volume: 46 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehaf784.106 Get It

Abstract Background Angina with non-obstructive coronary artery disease (ANOCA) is increasingly recognized in clinical practice but effective therapy is difficult to apply due to the heterogeneity of pathophysiological substrates: structural coronary microvascular dysfunction (CMD), functional (vasospastic) CMD, epicardial artery vasospasm, non-cardiac chest pain. Current guidelines recommend invasive coronary function testing with inherent limitations in cost, risk, and access. Objective To evaluate the feasibility of a step-wise, multi-marker, multi-stress assessment of ANOCA patients by stress echocardiography (SE). Methods In an observational, prospective, multicenter, international study, we enrolled 1146 ANOCA patients (age =65.6±11.6years, 636 men, 55, %). All patients underwent a vasodilator SE (adenosine or dipyridamole) with coronary flow velocity reserve (CFVR) measurement in the mid-distal left anterior descending artery (LAD). In a subset of patients with a normal CFVR and strong clinical suspicion for vasospasm, a hyperventilation (HYPER) test (30 deep breaths/min for 5 min) was performed, followed by semi-supine exercise (EX) if negative. Positivity criteria were stress-specific: CFVR < 2.0 for vasodilators; coronary flow velocity (CFV) reduction ≤ 10% from baseline with HYPER; inducible RWMA 2.for HYPER and HYPER-EX Results Of the 1146 patients, 244 (21%) showed abnormal CFVR i.e. structural CMD (Figure 1). In the subset of 68 patients with normal vasodilator CFVR , entering a strategy of sequential stepwise approach, 40 pts underwent HYPER showing a paradoxical vasoconstrictor response despite the increase in the double product (59 %), with RWMA in 11 (16%). Of the remaining patients with normal CFVR and normal response to HYPER, 28 underwent HYPER-EX showing inducible RWMA in 7 (10%) patients. The remaining 21 patients (31%) showed all 3 tests normal: see figure 2. Conclusion In patients with ANOCA, a stepwise multi-marker (CFVR and RWMA) and multi-stress (vasodilators, HYPER, and EX) SE identifies 4 distinct phenotypes and actionable therapeutic targets: structural CMD (reduced CFVR with vasodilator); functional vasospastic CMD (paradoxical decrease of CFV with HYPER), epicardial artery vasospasm (inducible RWMA with HYPER or HYPER-EX); non-cardiac chest pain with normal response all tests and all markers. Our research emphasizes the usefulness of versatile, patient-tailored noninvasive testing in patients with ANOCA to unmask the functional heterogeneity of the endotypes underlying the same phenotype. Figures: 1. Overall population of ANOCA (N=1146)-vasodilator CFVR 2. Pilot study in ANOCA with CFVR>2.0 (N=68)Overall population of ANOCA (N=1146) Pilot study in ANOCA with CFVR>2.0
Cardiac remodeling and Left Ventricular Global Longitudinal Strain (LV-GLS) in CKD: do advanced stages impair myocardial function?
Garzon-Dangond, J, Muslera, Eduardo Brenner, Ardila, M F Gomez, Garcia, E Tellez, Villarraga, Hector R. , Garzón-Dangond, Juan Manuel , Ardila, M F Gomez, Garcia, E Tellez

Mayo Clinic

European Heart Journal | November 8, 2025 | Volume: 46 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehaf784.095 Get It

Abstract Background Global longitudinal strain (GLS) by 2D speckle tracking echocardiography (2D-STE) has been widely utilized to detect early underlying systolic myocardial dysfunction in patients with normal ejection fraction (EF). Reduced GLS is observed in patients with hypertrophic and amyloid cardiomyopathies. However, the impact of chronic kidney disease (CKD) on GLS remains underexplored. CKD patients present with multiple cardiovascular comorbidities, increased left ventricular mass index (LVMI), and altered cardiac remodeling which is a dynamic and adaptive physiological response. Left ventricular (LV) remodeling is classified based on relative wall thickness (RWT ≤ or > 0.42) and LVMI (≤ or > 88 g/m² for women and ≤ or > 102 g/m² for men) into four distinct categories: normal geometry (NG), concentric remodeling (CR), concentric hypertrophy (CH), and eccentric hypertrophy (EH). Purpose To assess and describe the LV-GLS values (SD) in male and female patients with CKD across different remodeling patterns and compare them to controls without comorbidities Methods A retrospective echocardiographic analysis was conducted on patients evaluated from 01/01/2008 to 12/31/2018. A total of 546 CKD patients and 1041 controls were identified and matched in a ≈2:1 ratio by age, gender, and cardiac geometry. ANOVA and Tukey-Kramer analysis compared GLS across groups, with data distributions visualized via box plots. P-values <0.05 were considered significant. Results The mean age of CKD patients and controls was 63.3 (SD 12.7) and 63.1 (SD 12.6) years, respectively. Overall, GLS values in CKD patients were comparable to controls, with significant differences in select subgroups. In females with eccentric hypertrophy, GLS was lower in CKD stage V vs. controls (-16.2 ± 2.5 vs. -20.7 ± 2.3, p < 0.05), CKD stage III (-16.2 ± 2.5 vs. -19.5 ± 2.4, p < 0.05), and CKD stage IV (-16.2 ± 2.5 vs. -20.2 ± 2.4, p < 0.05) (Table 1). Across CKD stages, GLS trended toward the lower limit of normality, particularly in advanced CKD. In males with normal geometry, GLS values for controls and CKD stages I, II, III, IV and V were -20.3 ± 1.9, -19.1 ± 2.3, -19.4 ± 2.7, -19.5 ± 2.8, -19.8 ± 3.6, and -17.7 ± 2.7 (Figure 1a). In females, corresponding values were -21.0 ± 2.2, -19.9 ± 2.7, -20.2 ± 2.0, -20.8 ± 2.5, -20.2 ± 3.4, and -18.8 ± 3.4, respectively (Figure 1b). Conclusion GLS values in CKD patients were largely comparable to controls for both genders. However, those with CKD V exhibited GLS values near the lower limit of normality, particularly in eccentric hypertrophy. These findings suggest that in this group of patients there is subclinical myocardial dysfunction, warranting further investigation. The values reported may serve as reference points for GLS assessment in CKD patients.
Survival prediction by comprehensive stress echocardiography
Cortigiani, L, Arbucci, R, Mosto, Hugo , Djordjevic‐Dikic, Ana , Picano, Eugenio , Ciampi, Quirino , Cortigiani, L, Zagatina, A , Wierzbowska‐Drabik, Karina , Kasprzak, Jarosław D. , Lowenstein, Jorge , Boshchenko, A , Čelutkienė, Jelena , Haberka, Maciej , Rodríguez‐Zanella, Hugo , Pellikka, Patricia A.

Mayo Clinic

European Heart Journal | November 8, 2025 | Volume: 46 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehaf784.105 Get It

Abstract Background Stress echocardiography (SE) was recently upgraded to the ABCDE protocol: step A, regional wall motion abnormalities; step B, B-lines; step C, left ventricular contractile reserve; step D, Doppler-based coronary flow velocity reserve in left anterior descending coronary artery; and step E, EKG-based heart rate reserve. Aim to assess the prognostic value of ABCDE-SE in a prospective, large-scale, multicenter, international, effectiveness study. Methods From July 2016 to November 2024, we enrolled 7896 all-comers (age 65±11 years, 4742 [60.0%] males, ejection fraction 59±10%) with known or suspected chronic coronary syndromes (CCS) referred from 27 certified laboratories. All patients underwent clinically indicated ABCDE-SE, with ACE in all patients, step D in 6286, step B in 5951 and all 5 steps in 5918 pts. The employed stress modality was exercise (n=2407) or pharmacological stress (n=5489; with vasodilator, n=4503; or dobutamine, n=986). Each step was scored from 0 (normal) to 3 (severely abnormal) following EACVI recommendations 2024. SE response ranged from a score of 0 (all steps normal) to a score of 15 (all steps severely abnormal). All-cause death was the only end-point. Results During a median follow-up of 685 days (interquartile range: 387-1227), 370 deaths occurred. Step A negativity was associated with a 1.5% annual mortality. Annual mortality rate ranged from 0.4% persons/year for score 0 (n=958, 12.1%) up to 6.19% person/year for score ≥10 (n=346, 4.3%). (Figure). At multivariate logistic regression analysis, age (hazard ratio [HR] 1.008, 95% interquartile range [IQ]: 1.006-1.010, p<0.001), diabetes (HR 1.564, 95% CI: 1.263-1.936, p<0.001), resting ejection fraction (HR 0.983, 95% CI: 0.974-0.993, p=0.001), and ABCDE score 3-5 (HR 3.111, 95% CI 1.597-6.060, p=0.001), score 6-9 (HR 5.442, 95% CI 2.761-10.729, p<0.001), and score ≥10 (HR 8.826, CI 4.197-18.654, p<0.001) were independent predictors of mortality. Conclusion In patients with known or suspected CCS, SE negativity by simple wall motion criterion is unable to identify a low-risk group. ABCDE-SE allows an effective prediction of survival.Figure
Left ventricular elastance with resting volumetric transthoracic echocardiography identifies different phenotypes in heart failure with preserved ejection fraction
Wang, Y, Cortigiani, Lauro , Zagatina, A, Padang, Ratnasari , Zanella, H R, Yin, L X, Picano, Eugenio, Ciampi, Quirino , Kane, Garvan C. , Boshchenko, A , Manganelli, Fiore , Zanella, H R, Carerj, Scipione , Pellikka, Patricia A.

Mayo Clinic

European Heart Journal | November 8, 2025 | Volume: 46 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehaf784.019 Get It

Abstract Background Heart failure with preserved ejection fraction (HFpEF) is a heterogeneous entity including patients with different phenotypes of near normal, normal, and supernormal left ventricular (LV) function. Objectives To assess the value of resting LV elastance (also known as force) with transthoracic echocardiography (TTE) to identify HFpEF phenotypes. Methods In a prospective, observational, multicenter study, 2380 HFpEF patients were recruited from July 2016 to May 2024. Systolic blood pressure (SBP) was measured. We assessed LV end-diastolic volume (EDV), end-systolic volume (ESV), EF, force (SBP/ESV), stroke volume (SV), arterial elastance (AE), ventricular-arterial coupling (VAC), and left atrial volume index (LAVI). Global longitudinal strain (GLS) was available in 1164 (48.9%) patients. 680 patients finished follow-up with a composite end-point of major adverse cardiac events (MACEs). Patients were divided into three groups: low force (< 25th percentile, Group 1, < 3.24 mmHg/ml), intermediate force (≥ 25th percentile and ≤ 75 thpercentile, Group 2, 3.24-5.48 mmHg/ml), and high force (> 75 th percentile, Group 3, >5.48 mmHg/ml). Results The 3 groups showed a gradient with descending values (Group 3>2>1) for SBP, EF, GLS, AE, and VAC, with the opposite gradient (Group 1> 2> 3) for EDV, ESV, SV, and LAVI values (all P<0.01). After a median follow-up of 16 months, 205 MACEs occurred in 138 patients. Cumulative MACEs rate was lowest in group 2 (14.7% person-year), higher in group 1 (16.1% person-year) and 3 (22.9% person-year, log rank p = 0.036). Conclusions HFpEF patients present with different LV contractile phenotypes, easily identified with resting LV force and volumetric TTE. The dominant hemodynamic feature of hypocontractile phenotype is a preload recruitment with larger LV EDV and normal SV, while the hypercontractile phenotype is characterized by a small LV with reduced SV. The hypercontractile and hypocontractile phenotypes are associated with a higher risk of subsequent events.
Whole-Genome Sequence of Potamopyrgus antipodarum —A Model System for the Maintenance of Sexual Reproduction—Reveals a Recent Whole-Genome Duplication
Jalinsky, Joseph , McElroy, Kyle E. , Sharbrough, Joel , Bankers, Laura , Fields, Peter D. , Higgins, Chelsea , Toll, Cynthia , Boore, Jeffrey L. , Logsdon, John M. , Neiman, Maurine

Mayo Clinic

Genome Biology and Evolution | November 8, 2025 | Volume: 17 | Issue: 11 | Pages: No page available

10.1093/gbe/evaf192 | PMID 41205296 Get It

Abstract Key unanswered questions in biology center on the causes, consequences, and maintenance of sexual reproduction (“sex”). Genome-driven processes are central to the evolutionary and genetic mechanisms inherent to sex, making genomic resources a fundamental part of answering these questions. We present the first genome assembly for a species that is uniquely well-suited for the study of (a)sex in nature, Potamopyrgus antipodarum. This New Zealand snail is unusual in featuring multiple separate transitions from obligately sexual to obligately asexual reproduction, leading to the coexistence of phenotypically similar sexual and asexual forms, a feature that is required to directly study the maintenance of sex. These separately derived asexual lineages constitute separate evolutionary experiments, providing a powerful means of characterizing how the absence of sex affects genome evolution. Our genome assembly provides critical steps toward understanding the causes and consequences of sex in this system and important resources for the rapidly growing P. antipodarum and molluscan genomics research community. In characterizing this genome, we uncovered unexpected evidence for a recent whole-genome duplication (WGD) in P. antipodarum. This discovery sets the stage for using P. antipodarum to evaluate processes of rediploidization following WGD and to assess whether WGD might drive transitions to asexuality.
Epicardial adipose tissue, functional status, and invasive exercise hemodynamics in heart failure with preserved ejection fraction: Insights from the REDUCE LAP-HF II trial
Crum, Yoran , Veldhuisen, Dirk J. van , Mylavarapu, Uma, Komtebedde, Jan , Solomon, S D, Collins, N., Emani, Sitaramesh , Bruch, Leonhard , Gupta, Deepak , Gorter, Thomas M. , Shah, Sanjiv J , Hu, Mo , Lobeek, Michelle , Litwin, Sheldon E. , Borlaug, Barry A.

Mayo Clinic

European Heart Journal | November 8, 2025 | Volume: 46 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehaf784.1008 Get It

Abstract Background Obesity is strongly associated with the development of heart failure (HF) with preserved ejection fraction (HFpEF). Beyond increased body mass index (BMI), an abundance of epicardial adipose tissue (EAT) may play a role in its pathophysiology. Purpose To study the associations between increased EAT, functional status and invasive exercise hemodynamics in a large cohort of HFpEF patients. Methods This is a sub-analysis from a large randomized clinical trial that investigated an atrial shunt device in patients with HF with left ventricular ejection fraction ≥40% and exercise pulmonary capillary wedge pressure (PCWP) ≥25mmHg. At baseline, all patients underwent echocardiography, 6-minute walk distance (6-MWD) test, Kansas City Cardiomyopathy Questionnaire (KCCQ) and invasive hemodynamic assessment at rest and during supine ergometry. EAT thickness was measured on the free wall of the right ventricle on echocardiography, expressed in mm and patients were divided according to EAT tertiles. Results In total, 566 patients were examined. Their mean age was 72±8 years, 62% were women, mean BMI was 33±6 kg/m2 and mean EAT thickness was 6.0±2.4 mm, ranging from 1.7 to 17.2 mm. With increasing EAT thickness tertiles, 6-MWD and KCCQ overall summary score were significantly lower (320 vs. 315 vs. 287m, p=.01; 51 vs. 45 vs. 41, p=.003; respectively, Figure 1A-B). The association between increased EAT and lower KCCQ score was independent of BMI (p=.004, β: -2.6), whereas the association with lower 6-MWD was not independent of BMI (p=.1, β: -6.9). At rest, invasive hemodynamics were not different across EAT tertiles. At peak exercise, patients in the highest EAT thickness tertile had higher PCWP and PCWP to right atrial pressure gradient, as compared to patients in the first and second EAT thickness tertiles (36±8 vs. 34±8 mmHg, p=.009; 18±7 vs. 16±7 mmHg, p=.002, respectively, Figure 1C). Conclusion Excess EAT is common in patients with HFpEF and is associated with lower functional status and with higher left-sided filling pressures at peak exercise. These data suggest that EAT plays a significant role in functional status and exercise hemodynamics in HFpEF.Figure 1
Functional reserve and prognosis in hypercontractile phenotype patients with heart failure and preserved ejection fraction
Wang, Y, Zagatina, A, Cortigiani, Lauro , Vazquez, Jesus Peteiro , Padang, Ratnasari , Kane, G C, Villarraga, Hector R. , Arruda‐Olson, Adelaide M. , Manganelli, F, Zanella, H R, Yin, L X, Picano, Eugenio, Kane, Garvan C. , Ciampi, Quirino , Kalinina, Elena , Zanella, H R, Pellikka, Patricia A.

Mayo Clinic

European Heart Journal | November 8, 2025 | Volume: 46 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehaf784.1010 Get It

Abstract Backgrounds Transthoracic echocardiography (TTE) identifies a peculiar hypercontractile phenotype (HP) in patients with heart failure and preserved ejection fraction (HFpEF) with high resting left ventricular (LV) elastance (also called force). Objectives To assess the functional response and its prognosis associated with HP in HFpEF by stress echocardiography (SE). Methods In a prospective, observational, multicenter study, 1213 patients with HFpEF were divided into two groups based on the highest quartile of rest force: non-hypercontractile phenotype group (non-HP, < 5.64 mmHg/mL, Group 1, n= 910), and HP group (≥5.64 mmHg/mL, Group 2, n= 303). All patients underwent SE with at least 4 of the following stress parameters assessed: wall motion score index (WMSI), B-lines (4-site score), force-based LV contractile reserve, coronary flow velocity reserve (CFVR), and heart rate reserve (HRR). The employed stress was exercise (n=687), dobutamine (n=195), or vasodilators (n=331). SE score ranged from 0 (all steps normal) to 1-5, according to the number of abnormal steps. Follow-up was completed in a subset of 260 patients. Results The 2 groups showed similar values of peak stress WMSI but the global functional burden was higher in Group 2 patients: see table. In a subset of 260 patients who finished follow-up, there were 212 non-HP patients and 48 HP patients. During a median follow-up of 15 months (interquartile range: 10-20), 26 deaths, 20 heart failure (HF) rehospitalizations, and 64 major adverse cardiovascular events (MACEs) occurred. The cumulative HF rehospitalization rate and MACEs rate were higher in HP group (log-rank p<0.01): see figure. Rest force (HR, 1.17; 95% CI: 1.06-1.29; P: 0.040), rest SPAP (HR, 1.08; 95% CI: 1.02-1.14; P: 0.007) and ABCDE score (HR, 1.15; 95% CI: 1.01-1.66; P: 0.032) were independently associated with MACEs. Conclusions HFpEF patients with HP are functionally weaker with multiple vulnerabilities during stress and at higher risk of subsequent events compared to non-HP patients.Relation between resting values of force
Myocardial histopathology by cardiac biopsy enhances phenotyping of heart failure with preserved ejection fraction
Fayyaz, Ahmed, Dasari, Surendra , Arab, SamehMorsi, Koepp, Katlyn E. , Kitzman, Dalane W. , Bois, Melanie C. , Maleszewski, Joesph J., Redfield, Margaret M. , Arab, Sammy , Arab, Sammy , Tersalvi, Gregorio , Wang, Y, Maleszewski, Joseph J. , AbouEzzeddine, Omar F.

Mayo Clinic

European Heart Journal | November 8, 2025 | Volume: 46 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehaf784.1002 Get It

Abstract Background In patients with heart failure with preserved ejection fraction (HFpEF), studies have described different HFpEF phenogroups based on medical comorbidities and variable echocardiographic, invasive hemodynamic, and biomarker data. We hypothesized that myocardial histopathologic findings may define phenogroups with differing clinical features and outcomes in patients with HFpEF. Methods We analyzed consecutive patients with left HF and EF ≥50% who underwent right ventricular septal endomyocardial biopsy (EMB) at our institution between 2001 and 2022 to investigate HF etiology. Patients with infiltrative or hypertrophic cardiomyopathy, sarcoidosis, myocarditis, primary valvular heart disease, constrictive pericarditis, isolated right HF, or insufficient EMB samples were excluded. Clinical, echocardiographic, and invasive hemodynamic data were collected. The severity of hypertrophy and fibrosis on EMB specimens was characterized (semiquantitative grading) by experienced cardiac pathologists based on standard histologic stains. Patients were stratified into four phenogroups based on EMB findings: "mild" (none/mild hypertrophy and fibrosis), "hypertrophy" (moderate/marked hypertrophy, minimal/mild fibrosis), "fibrosis" (moderate/marked fibrosis, none/mild hypertrophy), and "severe" (moderate/marked hypertrophy and fibrosis). Results Among the 121 patients analyzed, the median age was 67 years, 50% were female and cardiovascular conditions were common (Table 1). Fibrosis was graded as minimal in 21% (n=25), mild in 64% (n=77), moderate in 12% (n=15), and marked in 3% (n=4). Hypertrophy was graded as none in 4% (n=5), mild in 41% (n=50), moderate in 40% (n=48), and marked in 15% (n=18). Only one patient had the isolated "fibrosis" phenogroup and was excluded from further analysis, while 54 had the "mild", 48 had the "hypertrophy", and 18 had the "severe" phenogroup (Table 1). The "hypertrophy" phenogroup exhibited significantly higher rates of hypertension, diabetes, RV dilation, and higher pulmonary artery pressures. Over a median follow-up of 7.9 years (3.1–13.8), mortality rate varied according to the histopathologic phenogroups (Figure 1, p=0.034) with "severe" having the worst and "mild" having the best outcomes. Survival analyses based on fibrosis grades alone, hypertrophy grades alone, or echocardiographic hypertrophy did not reveal significant differences (all p = NS). Differences in survival remained significant adjusting for age (HR 3.39, 95% CI 1.20-9.58). Conclusions The integrated severity of histopathologic hypertrophic and fibrotic remodeling defined HFpEF phenogroups with variable prognosis. Clinical features did not reliably identify histopathologic phenogroups. These data suggest that advanced myocardial phenotyping (e.g., gene, protein, metabolism) may reveal unique HFpEF myocardial subtypes in need of specific therapies.Figure 1
Left ventricular filling pressure by artificial intelligence-enabled electrocardiogram, echocardiography, and cardiac catheterization
Tsaban, Gal , Miranda, William R. , Kane, G C, Chen, H H, Deshmukh, A J, ASIRVATHAM, SAMUEL, Gulati, R, Friedman, Paul A. , Oh, J K, Kane, Garvan C. , Lee, E, López-Jiménez, Francisco , Asirvatham, Samuel J. , Noseworthy, Peter A. , Attia, Zachi I.

Mayo Clinic

European Heart Journal | November 8, 2025 | Volume: 46 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehaf784.1052 Get It

Abstract Background Elevated left ventricular filling pressure (LVFP) is associated with an increased risk of heart failure and mortality. Pulmonary artery wedge pressure (PAWP) is considered the gold standard for assessing LVFP. Recently, we validated an artificial intelligence-enabled electrocardiogram (AI-ECG) to assess LV diastolic function (LVDF) and LVFP. Herein, we compare AI-ECG with PAWP in predicting long-term mortality. Methods We included adults who had comprehensive echocardiography with available ECG within 14-days and right-heart-catheterization (RHC) within 30-days of echocardiography. Elevated-LVFP was defined as PAWP>15 mmHg by RHC, grades 2-3 LVDF by echocardiography, or as adjudicated by the AI-ECG algorithm. Prognosis by AI-ECG was compared to that by echocardiography and PAWP. Results Among 4,168 patients (median age 64 years, 47.7% female), 1,841 had normal-LVFP, and 2,327 had elevated-LVFP by RHC. Echocardiography classified 1,502 patients as normal-LVFP, 1,643 as elevated-LVFP, and 1,023 as indeterminate-LVFP. AI-ECG demonstrated an area-under-the-curve of 0.879 (95%-confidence-interval 0.867-0.891) for predicting elevated-LVFP as determined by echocardiography and 0.742 (95%-confidence-interval 0.724-0.759) for predicting elevated-LVFP as determined by RHC. Over a median follow-up of 7.7 years, 2,735 (34.4%) patients died. In multivariable models, elevated-LVFP by any modality was associated with an increased risk of death (AI-ECG: adjusted-hazard-ratio 1.80, 95% confidence-interval 1.55-2.09; echocardiography: adjusted-hazard-ratio 1.74, 95% confidence-interval 1.51-2.02; PAWP: adjusted-hazard-ratio 1.26, 95% confidence-interval 1.11-1.43). AI-ECG-derived LVFP provided incremental prognostic discrimination compared to echocardiography- or RHC-derived LVFP. Conclusions AI-ECG-derived LVFP offers an accessible, affordable, and noninvasive alternative for detecting elevated LVFP, with potential independent prognostic value beyond traditional echocardiographic and invasive assessments.Survival across LVFP concordance