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1.
Eur Heart J Cardiovasc Imaging ; 24(8): 1110-1119, 2023 07 24.
Artículo en Inglés | MEDLINE | ID: mdl-37039073

RESUMEN

AIMS: Hypertensive heart disease (HHD) is recognized as a key clinical precursor to heart failure with preserved ejection fraction (HFPEF). However, pathophysiological transition from HHD to HFPEF is not well understood. We sought determine whether regional differences in impaired myocardial function may underlie the greater mechanical dysfunction seen in HFPEF compared to HHD. METHODS AND RESULTS: We used standardized echocardiography to assess regional myocardial deformation in a cohort of n = 327 adults with preserved left ventricular (LV) ejection fraction (≥45%), including: n = 129 with HFPEF, n = 158 with HHD and no heart failure, and n = 40 normotensive controls. From detailed measurements of LV systolic strain performed in multiple views, we derived and then compared regional measures of basal, mid-ventricular, and apical longitudinal strains. In models adjusting for clinical covariates, basal and mid-ventricular LV myocardial deformation was more impaired in HHD than in controls (P ≤ 0.003), whereas apical deformation was more impaired in HFPEF than in HHD (P = 0.005). In multivariable-adjusted analyses, only apical strain remained independently associated with HFPEF vs. HHD status [odds ratio 1.18 (1.02-1.37), P = 0.030 per 1% decrease in apical strain]. Compared to other regional strains, apical longitudinal strain optimally differentiated HFPEF from HHD (area under the receiver operating curve: apical longitudinal strain = 0.67; mid-ventricular longitudinal strain = 0.59; basal longitudinal strain = 0.60). CONCLUSION: We found that while apical mechanical function is preserved in HHD, it was impaired in HFPEF and may contribute to the transition from an asymptomatic heart disease to a symptomatic heart disease.


Asunto(s)
Insuficiencia Cardíaca , Hipertensión , Disfunción Ventricular Izquierda , Adulto , Humanos , Volumen Sistólico/fisiología , Función Ventricular Izquierda/fisiología , Miocardio , Sístole , Hipertensión/complicaciones
2.
Cardiovasc Digit Health J ; 3(2): 62-74, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35005676

RESUMEN

BACKGROUND: Adverse events in COVID-19 are difficult to predict. Risk stratification is encumbered by the need to protect healthcare workers. We hypothesize that artificial intelligence (AI) can help identify subtle signs of myocardial involvement in the 12-lead electrocardiogram (ECG), which could help predict complications. OBJECTIVE: Use intake ECGs from COVID-19 patients to train AI models to predict risk of mortality or major adverse cardiovascular events (MACE). METHODS: We studied intake ECGs from 1448 COVID-19 patients (60.5% male, aged 63.4 ± 16.9 years). Records were labeled by mortality (death vs discharge) or MACE (no events vs arrhythmic, heart failure [HF], or thromboembolic [TE] events), then used to train AI models; these were compared to conventional regression models developed using demographic and comorbidity data. RESULTS: A total of 245 (17.7%) patients died (67.3% male, aged 74.5 ± 14.4 years); 352 (24.4%) experienced at least 1 MACE (119 arrhythmic, 107 HF, 130 TE). AI models predicted mortality and MACE with area under the curve (AUC) values of 0.60 ± 0.05 and 0.55 ± 0.07, respectively; these were comparable to AUC values for conventional models (0.73 ± 0.07 and 0.65 ± 0.10). There were no prominent temporal trends in mortality rate or MACE incidence in our cohort; holdout testing with data from after a cutoff date (June 9, 2020) did not degrade model performance. CONCLUSION: Using intake ECGs alone, our AI models had limited ability to predict hospitalized COVID-19 patients' risk of mortality or MACE. Our models' accuracy was comparable to that of conventional models built using more in-depth information, but translation to clinical use would require higher sensitivity and positive predictive value. In the future, we hope that mixed-input AI models utilizing both ECG and clinical data may be developed to enhance predictive accuracy.

3.
Int J Cardiol ; 345: 137-142, 2021 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-34688721

RESUMEN

BACKGROUND: The ratio of early mitral inflow velocity to early diastolic strain rate (E/e'sr) is a novel echocardiographic measure to estimate early left ventricular (LV) filling pressure. We hypothesize that E/e'sr is a predictor of outcome following coronary artery bypass grafting (CABG) and that it is superior to the conventionally used E/e'. METHODS & RESULTS: Consecutive patients undergoing isolated CABG at Gentofte Hospital (n = 652) were included. The mean age of the study population was 67 ± 9 years, 84% were male, mean LVEF was 50 ± 11%. Prior to surgery, all patients underwent an extensive echocardiographic examination. The outcome was all-cause mortality. During follow-up (median 3.8 years [IQR: 2.7; 4.9 years]), a total of 73 (11.2%) died. Both E/e' and E/e'sr were significant predictors in univariable models. In a multivariable model, E/e'sr remained an independent predictor of outcome (HR:1.05 [1.01-1.10], p = 0.049, per 10 cm increase) whereas E/e' did not (HR:1.05 [0.99-1.11], p = 0.053, per 1-unit increase). The relationship between E/e'sr, and the outcome was significantly modified by GLS (p for interaction = 0.043). In the multivariable model, E/e'sr was still significantly associated with the outcome in patients with high GLS (≥13.6%) (HR:1.18 [1.02-1.36], p = 0.029) but not in patients with low GLS (HR 1.04 CI95%: [0.99-1.10], p = 0.14). E/e' was not a significant predictor of all-cause mortality after multivariable adjustment in neither of the groups. E/e'sr improved net reclassification with 33% when added to EuroSCOREII. CONCLUSION: Following CABG, preoperative E/e'sr is an independent predictor of all-cause mortality, especially in patients with preserved systolic function and superior to E/e'.


Asunto(s)
Válvula Mitral , Disfunción Ventricular Izquierda , Anciano , Puente de Arteria Coronaria , Diástole , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Volumen Sistólico , Sístole , Función Ventricular Izquierda
4.
Eur J Heart Fail ; 23(11): 1903-1912, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34514713

RESUMEN

AIMS: The degree of cardiovascular sequelae following COVID-19 remains unknown. The aim of this study was to investigate whether cardiac function recovers following COVID-19. METHODS AND RESULTS: A consecutive sample of patients hospitalized with COVID-19 was prospectively included in this longitudinal study. All patients underwent an echocardiographic examination during hospitalization and 2 months later. All participants were successfully matched 1:1 with COVID-19-free controls by age and sex. A total of 91 patients were included (mean age 63 ± 12 years, 59% male). A median of 77 days (interquartile range: 72-92) passed between the two examinations. Right ventricular (RV) function improved following resolution of COVID-19: tricuspid annular plane systolic excursion (TAPSE) (2.28 ± 0.40 cm vs. 2.11 ± 0.38 cm, P < 0.001) and RV longitudinal strain (RVLS) (25.3 ± 5.5% vs. 19.9 ± 5.8%, P < 0.001). In contrast, left ventricular (LV) systolic function assessed by global longitudinal strain (GLS) did not significantly improve (17.4 ± 2.9% vs. 17.6 ± 3.3%, P = 0.6). N-terminal pro-B-type natriuretic peptide decreased between the two examinations [177.6 (80.3-408.0) ng/L vs. 11.7 (5.7-24.0) ng/L, P < 0.001]. None of the participants had elevated troponins at follow-up compared to 18 (27.7%) during hospitalization. Recovered COVID-19 patients had significantly lower GLS (17.4 ± 2.9% vs. 18.8 ± 2.9%, P < 0.001 and adjusted P = 0.004), TAPSE (2.28 ± 0.40 cm vs. 2.67 ± 0.44 cm, P < 0.001 and adjusted P < 0.001), and RVLS (25.3 ± 5.5% vs. 26.6 ± 5.8%, P = 0.50 and adjusted P < 0.001) compared to matched controls. CONCLUSION: Acute COVID-19 affected negatively RV function and cardiac biomarkers but recovered following resolution of COVID-19. In contrast, the observed reduced LV function during acute COVID-19 did not improve post-COVID-19. Compared to the matched controls, both LV and RV function remained impaired.


Asunto(s)
COVID-19 , Insuficiencia Cardíaca , Disfunción Ventricular Derecha , Anciano , Estudios de Cohortes , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Estudios Prospectivos , SARS-CoV-2 , Función Ventricular Derecha
5.
Eur J Heart Fail ; 23(11): 1819-1827, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34327782

RESUMEN

AIMS: Layer-specific global longitudinal strain (GLS) has been demonstrated to predict outcome in various patient cohorts. However, little is known regarding the prognostic value of layer-specific GLS in the general population and whether different layers entail differential prognostic information. The aim of the present study was to investigate the prognostic value of whole wall (GLSWW ), endomyocardial (GLSEndo ), and epimyocardial (GLSEpi ) GLS in the general population. METHODS AND RESULTS: A total of 4013 citizens were included in the present study. All 4013 had two-dimensional speckle tracking echocardiography performed and analysed. Outcome was a composite endpoint of incident heart failure and/or cardiovascular death. Mean age was 56 years and 57% were female. During a median follow-up time of 3.5 years, 133 participants (3.3%) reached the composite outcome. Sex modified the relationship between all GLS parameters and outcome. In sex-stratified analysis, no GLS parameter remained significant predictors of outcome in females. In contrast, GLSWW [hazard ratio (HR) 1.16, 95% confidence interval (CI) 1.02-1.31, per 1% decrease] and GLSEpi (HR 1.19, 95% CI 1.04-1.38, per 1% decrease) remained as significant predictors of outcome in males after multivariable adjustment (including demographic, clinical, biochemistry, and echocardiographic parameters). Lastly, only in males did GLS parameters provide incremental prognostic information to general population risk models. CONCLUSIONS: In the general population, sex modifies the prognostic value of GLS resulting in GLSEpi being the only layer-specific prognosticator in males, while no GLS parameter provides independent prognostic information in females.


Asunto(s)
Insuficiencia Cardíaca , Ecocardiografía/métodos , Femenino , Insuficiencia Cardíaca/diagnóstico por imagen , Insuficiencia Cardíaca/epidemiología , Humanos , Masculino , Persona de Mediana Edad , Valor Predictivo de las Pruebas , Pronóstico , Modelos de Riesgos Proporcionales , Factores de Riesgo , Volumen Sistólico , Función Ventricular Izquierda
6.
BMC Nephrol ; 20(1): 324, 2019 08 16.
Artículo en Inglés | MEDLINE | ID: mdl-31419965

RESUMEN

BACKGROUND: Patients with autosomal dominant polycystic kidney disease (ADPKD) have an increased risk of cardiovascular morbidity and mortality. Impaired left ventricular (LV) global longitudinal strain (GLS) can be a sign of subclinical cardiac dysfunction even in patients with otherwise preserved ejection fraction (EF). Transmitral early filling velocity to early diastolic strain rate (E/SRe) is a novel measure of LV filling pressure, which is often affected early in cardiac disease. METHODS: A total of 110 ADPKD patients not on dialysis were included in this prospective study. All patients underwent an extensive echocardiographic examination including two-dimensional speckle tracking. GLS and strain rates were measured. The distribution of GLS and E/SRe was determined and patient characteristics were compared by median levels of GLS (- 17.8%) and E/SRe (91.4 cm). Twenty healthy participants were included as control group. RESULTS: There was a significantly worse GLS in the ADPKD patients (mean: - 17.8 ± 2.5%) compared to the healthy controls (mean: - 21.9 ± 1.9%), p < 0.001. The same was true for E/SRe (mean: 10.0 ± 0.3 cm) compared to the control group (mean: 6.5 ± 0.3 cm), p < 0.001. In simple logistic regression, male gender (OR: 4.74 [2.10-10.71], p < 0.001), fasting glucose (odds ratio (OR) 1.05 [1.01-1.10], p = 0.024), htTKV (OR: 1.07 [1.01-1.13], p = 0.013), HDL cholesterol (OR: 0.97 [0.94, 0.996], p = 0.025), triglycerides (OR: 1.01 [1.00-1.02], p = 0.039), hemoglobin (OR: 1.50 [1.11-2.04], p = 0.009), and ß-blocker use (OR: 1.07 [1.01, 1.13], p = 0.013) were all associated with higher GLS. After multivariate logistic regression with backward model selection, only male gender (OR: 5.78 [2.27-14.71], p < 0.001) and ß-blocker use (OR: 14.00 [1.60, 122.51], p = 0.017) remained significant. In simple logistic regression models, BMI (OR: 1.11 [1.02-1.20], p = 0.015), systolic blood pressure (OR: 1.03 [1.00-1.06], p = 0.027) and ß-blocker use (OR: 17.12 [2.15-136.20], p = 0.007) were associated with higher E/SRe - a novel measure of left ventricular filling pressure. After backward elimination, only ß-blocker use (OR: 17.22 [2.16, 137.14], p = 0.007) remained significant. CONCLUSION: Higher GLS and E/SRe are common in ADPKD patients, even in patients with preserved eGFR and normal left ventricular EF. GLS and E/SRe may aid in cardiovascular risk stratification in patients with ADPKD as they represent early markers of cardiac dysfunction.


Asunto(s)
Contracción Miocárdica/fisiología , Riñón Poliquístico Autosómico Dominante/fisiopatología , Disfunción Ventricular Izquierda/fisiopatología , Adulto , Estudios de Casos y Controles , Estudios Transversales , Ecocardiografía , Femenino , Humanos , Masculino , Persona de Mediana Edad , Riñón Poliquístico Autosómico Dominante/sangre , Riñón Poliquístico Autosómico Dominante/complicaciones , Estudios Prospectivos , Análisis de Regresión , Factores Sexuales , Volumen Sistólico , Disfunción Ventricular Izquierda/sangre , Disfunción Ventricular Izquierda/diagnóstico por imagen
7.
Am J Cardiol ; 123(11): 1776-1782, 2019 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-30952381

RESUMEN

The ratio of early mitral inflow velocity (E) to early diastolic strain rate (E/e'sr) is a significant predictor of cardiac outcomes in various patient populations. This study aims to evaluate the predictive value of E/e'sr for heart failure, acute myocardial infarction, and death due to cardiovascular disease following acute coronary syndrome (ACS). In total, 432 ACS patients underwent echocardiography following percutaneous coronary intervention. The end point was the composite of heart failure, acute myocardial infarction, and death due to cardiovascular disease. Median follow-up was 4.4 (interquartile range 0.2 to 6.3) years. During the follow-up period, 199 (46.1%) met the composite outcome. Mean value of E/e'sr in patients was 0.70 ± 0.37 m. In univariable Cox regression, E/e'sr was a predictor of the composite outcome (hazard ratio [HR] 1.05 95% confidence interval [CI] 1.03 to 1.07, p <0.001, per 0.10 m increase). After multivariable adjustment for demographic and clinical parameters, E/e'sr remained an independent predictor (HR 1.03; 95% CI 1.01 to 1.06; p = 0.013, per 0.10 m increase). Global longitudinal strain (GLS) modified the relation between E/e'sr and outcome (p value for interaction = 0.011). In ACS patients with a relatively preserved systolic function assessed by GLS (GLS ≥ 13.2%), E/e'sr showed to be a significant predictor (HR 1.20; 95% CI 1.06 to 1.36; p = 0.005, per 0.10 m increase). In contrast, E/e'sr was not a significant predictor in ACS patients with impaired systolic function (GLS < 13.2%; HR 1.02; 95% CI 0.99 to 1.04; p = 0.28). In conclusion, E/e'sr provides important prognostic information regarding cardiovascular morbidity and mortality in ACS patients. However, E/e'sr was not an independent predictor over that of echocardiographic parameters. Furthermore, E/e'sr is a stronger prognosticator in patients with relatively preserved systolic function as opposed to patients with impaired systolic function.


Asunto(s)
Síndrome Coronario Agudo/complicaciones , Síndrome Coronario Agudo/fisiopatología , Diástole , Insuficiencia Cardíaca/etiología , Insuficiencia Cardíaca/mortalidad , Válvula Mitral/fisiopatología , Infarto del Miocardio/etiología , Infarto del Miocardio/mortalidad , Anciano , Velocidad del Flujo Sanguíneo , Femenino , Insuficiencia Cardíaca/epidemiología , Humanos , Masculino , Persona de Mediana Edad , Morbilidad , Infarto del Miocardio/epidemiología , Valor Predictivo de las Pruebas , Estudios Retrospectivos , Factores de Tiempo
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