Impact of Right Ventricular Dysfunction on Outcomes in Acute Myocardial Infarction and Cardiogenic Shock: Insights from the National Cardiogenic Shock Initiative.

BACKGROUND: Right ventricular dysfunction (RVD) complicates 30%-40% of cases in acute myocardial infarction (AMI) and cardiogenic shock (CS). There are sparse data on the effects of RVD on outcomes and the impact of providing early left ventricular (LV) mechanical circulatory support (MCS) on RV function and hemodynamics. METHODS AND RESULTS: Between July 2016 and December 2020, 80 sites participated in the study. All centers agreed to treat patients with AMI-CS using a standard protocol emphasizing invasive hemodynamic monitoring and rapid initiation of LV-MCS. RVD was defined as a right atrial (RA) pressure of >12 mm Hg and a pulmonary artery pulsatility index (PAPI) of <1 within 24 hours of the index procedure. The primary outcome was survival to discharge. In a subgroup analysis, data available from the Automated Impella Controller console was used to analyze diastolic suction alarms from LV placement signal and its relation to RVD. A total of 361 patients were included in the analysis, of whom 28% had RVD. The median age was 64 years (interquartile range 55-72 years), 22.7% were female and 75.7% were White. There was no difference in age, sex, or comorbidities between those with or without RVD. Patients with RVD had a higher probability of active CPR during LV-MCS implant (14.7% vs 6.3%), Society for Cardiovascular Angiography and Interventions stage E shock (39.2% vs 23.2%), and higher admission lactate levels (5.1 mg/dL vs 3.0 mg/dL). Survival to discharge was significantly lower among those with RVD (61.8% vs 73.4%, odds ratio 0.89, 95% confidence interval 0.36-0.95, P = .031). This association remained significant in the multivariate analysis. There was no significant difference in hemodynamic variables within 24 hours of LV-MCS support among those with or without RVD. At 24 hours, patients with a CPO of >0.6 W and a PAPi of >1 had a trend toward better survival to discharge compared with those with a CPO of ≤0.6 W and a PAPi of ≤1 (77.1% vs 54.6%, P = .092). Patients with RVD were significantly more likely to have diastolic suction alarms within 24 hours of LV-MCS initiation. CONCLUSIONS: RVD in AMI-CS is common and associated with worse survival to discharge. Early LV-MCS decreases filling pressures rapidly within the first 24 hours and decreases the rate of RVD. Achieving a CPO of >0.6 W and a PAPi of >1 within 24 hours is associated with high survival. Diastolic suction alarms may have usefulness as an early marker of RVD.

Right Ventricular Dysfunction in Patients Undergoing High-Risk PCI with Impella.

BACKGROUND: Right ventricular dysfunction (RVD) is an important prognostic factor in several cardiac conditions, including acute and chronic heart failure. The impact of baseline RVD on clinical outcomes of patients undergoing high-risk percutaneous coronary intervention (HRPCI) supported by Impella is unknown. METHODS: Patients from the single-arm, multicenter PROTECT III study of Impella-supported HRPCI were stratified based on the presence or absence of RVD. RVD was quantitatively assessed by an echocardiography core laboratory and was defined as fractional area change < 35%, tricuspid annular plane systolic excursion < 17 mm or pulsed-wave Doppler S-wave of the lateral tricuspid annulus < 9.5 cm/s. Procedural outcomes, 90-day major adverse cardiac and cerebrovascular events (MACCE: the composite of all-cause mortality, myocardial infarction, stroke/TIA, and repeat revascularization), and 1-year mortality were assessed. RESULTS: Of the 239 patients who underwent RV function assessment, 124 were found to have RVD. Lower left ventricular ejection fraction, higher blood urea nitrogen levels, and more severe RV dilation were independently associated with RVD. The incidence of hypotensive episodes during PCI, the proportion of patients requiring prolonged Impella support, the completeness of revascularization, and the rate of in-hospital mortality did not differ significantly between patients with vs without RVD. However, 90-day MACCE rates were higher in those with RVD, and RVD was a robust predictor of 1-year mortality in multivariable Cox-regression analyses. CONCLUSION: In patients undergoing HRPCI with Impella, RVD was associated with more advanced biventricular failure. The use of Impella support during HRPCI facilitated effective revascularization, even in those with concomitant RVD. Nevertheless, RVD was associated with unfavorable long-term prognoses.

Associations Between Echocardiographic Right Heart Measurements With Short-Term Prognosis in Heart Failure: A Prospective Study.

BACKGROUND: Echocardiographic right ventricular (RV) dysfunction is a strong risk determinant for prognosis in patients with heart failure (HF). Although parameters of RV systolic function are widely used to define RV dysfunction, there is scarce data to suggest these parameters are best suited to predict HF-related outcomes. AIMS: We aimed to understand which morphologic or functional parameters are most closely associated with short-term mortality and HF-related hospitalization in patients with HF. METHODS: A total of 191 patients from eight study centers were included to this study. A detailed echocardiographic examination was done at enrollment, and patients were followed up for 6 months via direct interviews or phone calls. RESULTS: All right-sided echocardiographic parameters other than tricuspid annular plane systolic excursion were associated with outcomes. In a proportional hazards model that included right-heart parameters, RV longitudinal diameter (HR: 1.07, 95%CI: 1.04-1.10, p < 0.001), wall thickness (HR: 1.3, 95%CI: 1.13-1.50, p < 0.001), and tricuspid annular systolic velocity (HR: 0.90, 95%CI: 0.82-0.96, p = 0.02) were found as the independent predictors. However, only RV longitudinal dimension (HR: 1.04, 95%CI: 1.01-1.08, p = 0.01) and RV wall thickness (HR: 1.32, 95%CI: 1.10-1.60, p = 0.004) were associated with short-term outcomes after adjusting for other clinical and left-sided echocardiographic variables. On a Bayesian logistic regression model that included right-sided echocardiography variables, there was strong evidence for including either RV longitudinal diameter (BF10: 190.4) or wall thickness (BF10: 30.7) to the final model. CONCLUSION: Parameters of RV morphology were better predictors of short-term outcomes in HF patients.

Effects of Ventricular Extrasystoles on Right Ventricle Functions (a Speckle Tracking Study). VES and RV Strain Imaging.

AIM: The adverse effects of ventricular extrasystoles (VES) on the heart, such as induced dyssynchrony, irregular heart rate, and atrioventricular dissociation, have been demonstrated. The aim of this study was to investigate the effects of VES on the right ventricle (RV) using strain imaging. MATERIAL AND METHODS: Fifty patients with 5000 or more VES detected during 24hr Holterrhythm monitoring between April 2022 and September 2022 in the cardiology outpatient clinic were included in this study.A volunteer control group of 50 individuals matching the patients' age and demographic characteristics was selected. Right heart function parameters were compared echocardiographically between the two groups. RESULTS: In the VES group, both RV free wall strain (22.03±3.67, 29.52±3.01; p<0.001) and RV four-chamber strain (19.37±2.95, 22.34±2.11; p<0.001) were lower compared to the control groupIn the univariate regression analysis for decreased RV four-chamber strain, the presence of VES (p<0.001) was identified as a predictor, whereaas in the multivariate regression analysis, it was not considered to be an independent predictor. When evaluating the characteristics of the VES patients, the number of VES detected during Holter monitoring and delta QRS were observed as negative predictors of RV strain. CONCLUSION: This study demonstrated the adverse effects of VES on the right ventricle, as it is on the left ventricle.Therefore, regular monitoring of RV function with echocardiography is important in the follow-up of patients with VES.

The effect of pulmonary hypertension and right ventricular dysfunction on early mortality and morbidity in patients undergoing mitral valve replacement.

INTRODUCTION: The indications for concominant tricuspid valve surgery in patients undergoing mitral valve surgery for rheumatic reasons are limited. The aim of our study was to investigate the effects of severe pulmonary hypertension and low TAPSE values on early-term mortality and morbidity in patients undergoing mitral valve replacement. METHODS: The data of all patients who underwent mitral valve replacement between January 2013 and August 2020 were examined retrospectively. Patients were divided into 2 groups according to pulmonary artery pressure (PAP ≥ 50 and PAP < 50). The group with PAP > 50 was then divided into 2 subgroups according to TAPSE (1.5 ≥ or < 1.5) values. The early-term mortality and morbidity rates of these groups were compared. RESULTS: Seventy-nine patients who underwent mitral valve replacement were included in the study. Fifty-four (68%) of them were female, and 25 (32%) were male. During the preoperative period, the TAPSE was 16.8 ± 3.0 mm, and the PAP was 52.1 ± 14.1 mmHg. There were 53 patients with PAP > 50 and 26 patients with PAP < 50. In the PAP > 50 group, the rates of tricuspid regurgitation (p < 0.001), blood transfusion (p < 0.001), intensive care unit stay (p < 0.001), need for CPAP (p = 0.043), reintubation (p = 0.048), acute renal failure (p = 0.028), and mortality (p = 0.026) were found to be significantly different. CONCLUSION: In conclusion, we believe that in patients with mitral valve pathology, early referral for surgical intervention, before the pulmonary pressures significantly increase and right ventricular function deteriorates, can enhance survival outcomes.

The Significance of Right-Sided Precordial ECG Leads (V3R and V4R) in Assessing Right Ventricular Dysfunction: A Single Center Cross-Sectional Study.

BACKGROUND: Right ventricular systolic dysfunction is associated with poor prognosis and increased mortality rates. Our objective was to investigate ECG changes in patients with this condition, focusing on the right-sided precordial leads. METHODS: In this cross-sectional study, 60 patients with right ventricular dysfunction were included from April 2020 to April 2021. Cardiac structure and function were assessed using 2D transthoracic echocardiography. Standard 12-lead electrocardiograms and right-sided precordial ECGs (V3R-V4R) were obtained and analyzed for QRS complex configuration, ST-segment elevation, and T-wave morphology. RESULTS: In our study, the majority were male (70.0%) with a mean age of 58.76 years. The most common initial diagnoses were pulmonary thromboembolism (43.3%), chronic obstructive pulmonary disease (26.7%), and pulmonary hypertension (25.0%). The predominant ECG finding in the right-sided precordial leads (V3R, V4R) was a deep negative T wave (90.0%). Patients with severe right ventricular systolic dysfunction often exhibited a qR pattern (41.2%), whereas those with nonsevere dysfunction showed rS and QS patterns (55.8%). Approximately 41.0% of severe RV dysfunction cases had ST segment depression in the right-sided precordial leads, and 28.0% of patients displayed signs of right atrial abnormality. CONCLUSION: The study found that qR, rS, and QS patterns were more prevalent in V3R and V4R leads among patients with severe and nonsevere right ventricular systolic dysfunction. The most common ECG feature observed was deep T-wave inversion in these leads. The study recommends using right-sided precordial leads in all patients with RV systolic dysfunction for early detection and risk stratification.

Sex-related differences concerning the profile and evolution of cardiovascular complications in patients with post-acute COVID-19 syndrome.

BACKGROUND: During the COVID-19 pandemic sex-related differences concerning the spectrum of cardiovascular complications have been observed in the acute infection, and during recovery. This study aims to emphasize sex-related disparities regarding left ventricular systolic function (LVSF), right ventricular function (RVF), diastolic dysfunction (DD), and pericardial pathologies during the post-COVID-19 syndrome. METHODS: 274 patients with post-acute COVID-19 syndrome, 127 men and 147 women, aged under 55, were evaluated within 90 days after the acute illness and followed at 3 and 6 months. RESULTS: Based on detailed transthoracic echocardiography (TTE), we identified significantly more frequently (p˂0.001) altered LVSF in men, while in women impaired RVF, and DD were significantly more common (p˂0.001). Pericardial impairment did not seem to be influenced by gender. The TTE parameters characterizing these patterns were correlated with the severity of the initial infection and the time elapsed since and alleviated in time. The multivariate regression analysis confirmed these sex-related associations and their impact on patients' functional status. CONCLUSIONS: Male patients had a higher tendency to develop altered LVSF, while female subjects had more frequently impaired RVF and DD. These abnormalities alleviated in time and exerted a significant influence on patients' functional status.

Evaluation of right ventricular function in patients with Behcet's disease by four-dimensional echocardiography.

AIM: Behcet's disease (BD) is a systemic disorder characterized by vasculitis, resulting in thickened vascular walls that reduce elasticity and impair function. BD can involve the cardiovascular system in three ways: cardiac, arterial, and venous. In this study, our objective was to evaluate the efficacy of pulmonary arterial stiffness (PAS) and pulmonary pulse transit time (PPTT) measures in demonstrating right ventricular functions in asymptomatic BD patients. We aimed to objectively evaluate right ventricular function in patients with BD using four-dimensional echocardiography (4DE). METHOD: This study included 40 patients diagnosed with BD and 40 healthy subjects. Demographic, clinical, laboratory, and echocardiographic parameters were compared. In addition to standard transthoracic echocardiographic evaluation, right ventricle quantification (RVQ) by using the 4DE and 2D-speckle tracking echocardiography were performed. RESULTS: The sPAP, 4D RVQ, and right ventricular strain values exhibited significant differences between the BD and control groups. Right ventricular end-diastolic diameter (RVDD), right ventricular end-systolic diameter (RVSD), right atrium (RA) area, right ventricular myocardial performance index (RVMPI), and PAS were increased in BD patients compared to the control group. Right ventricular ejection fraction (RVEF), right ventricular fractional area change (RVFAC), tricuspid annular plane systolic excursion (TAPSE), Tricuspid S', and PPTT were decreased in BD patients compared to control subjects. PPTT correlated with right ventricular free wall strain (RV-FWS) and PAS. In a multivariate linear regression analysis, PAS and RVFAC were found to be independent predictors of RVFWS. In addition, RVFAC and TAPSE are independent predictors for PPTT. CONCLUSION: Patients with BD may have elevated pulmonary arterial stiffness (PAS) in correlation with decreased PPTT. To ascertain the prognosis for these individuals, right ventricular (RV) functions must be evaluated. Measurements of RVFAC and RVEF via 4DE and deformation imaging techniques may be more useful in identifying subclinical impairment of RV. Individuals with BD, PAS, and PPTT may suggest a link between early pulmonary vascular remodeling and RV subclinical impairment.

New Incremental Model for Predicting Mortality in Pre-Capillary Pulmonary Hypertension. / Novo Modelo Incremental para Predição de Mortalidade na Hipertensão Pulmonar Pré-Capilar.

BACKGROUND: In pulmonary hypertension (PH), the identification of easily obtainable prognostic markers associated with right ventricular (RV) dysfunction and survival is needed. OBJECTIVE: To evaluate the association of red cell distribution width (RDW) with clinical, echocardiographic parameters and survival in patients with pre-capillary PH, with the development of a mortality prediction model. METHODS: Observational, longitudinal, and prospective study conducted from May 2019 to December 2022. Thirty-four patients with pre-capillary PH underwent two-dimensional echocardiography and complete blood count. A cutoff point of 14.5% was considered to define RDW as altered (≥14.5%) or normal (<14.5%). P values <0.05 were considered significant. RESULTS: The median RDW was 14.4%. There was a significant difference in peripheral arterial oxygen saturation (SpO2) (p=0.028), RV strain (p=0.047), and pericardial effusion (p=0.002) between the normal and elevated RDW groups. During a median follow-up of 15 months, 20.6% died. Patients with increased RDW had a shorter overall survival (44.7%, log-rank p=0.019), which was a predictor of mortality in univariate Cox regression (HR 8.55, p=0.048). The addition of RV strain <16% and SpO2 ≤93% to the model including RDW alone showed incremental value in predicting mortality (χ2=8.2, p=0.049; χ2=12.4, p=0.041), with increased area under the receiver operating characteristic curve (0.729 vs. 0.837 vs. 0.909) and decreased probability of survival (44.7% vs. 35.6% vs. 25%, log-rank p=0.019). CONCLUSIONS: RDW provides information on the severity of pre-capillary PH by correlating with echocardiographic parameters of RV dysfunction and mortality, which is best predicted by a model including RDW, RV strain and SpO2.

FUNDAMENTO: Na hipertensão pulmonar (HP), é necessária a identificação de marcadores prognósticos de fácil obtenção associados com disfunção do ventrículo direito (VD) e sobrevida. OBJETIVO: Avaliar a associação do índice de anisocitose eritrocitária (RDW, do inglês red cell distribution width) com parâmetros ecocardiográficos e sobrevida em pacientes com HP pré-capilar, com o desenvolvimento de um modelo de predição de mortalidade. MÉTODOS: Estudo observacional, longitudinal, prospectivo, conduzido entre maio de 2019 e dezembro de 2022. Trinta e quatro pacientes com HP pré-capilar submeteram-se à realização de ecocardiograma bidimensional e hemograma. Um ponto de corte de 14,5% foi adotado para definir o RDW como alterado (≥14,5%) ou normal (<14,5%). Valores de p<0,05 foram considerados significativos. RESULTADOS: O RDW médio foi 14,4%. Houve uma diferença significativa na saturação periférica de oxigênio (SpO2) (p=0,028), strain do VD (p=0,047) e derrame pericárdico (p=0,002) entre os grupos com RDW normal e elevado. Durante um período mediano de 15 meses, 20,6% dos pacientes foram a óbito. Os pacientes com RDW aumentado tiveram uma sobrevida global mais curta (44,7%, log-rank p=0,019), sendo um preditor de mortalidade na regressão univariada de Cox. A adição do strain do VD < 16% e da SpO2 ≤93% ao modelo incluindo somente RDW mostrou valor incremental na predição de mortalidade (χ2=8,2, p=0,049; χ2=12,4, p=0,041), com área sob a curva ROC (do inglês, Receiver Operating Characteristic) aumentada (0,729 vs. 0,837 vs. 0,909) e probabilidade de sobrevida diminuída (44.7% vs. 35.6% vs. 25%, log-rank p=0,019). CONCLUSÕES: O RDW fornece informações sobre a gravidade da HP pré-capilar pela sua correlação com parâmetros ecocardiográficos de disfunção do VD e mortalidade, a qual é melhor predita por um modelo incluindo RDW, strain do VD e SpO2.

A common gene signature of the right ventricle in failing rat and human hearts.

The molecular mechanisms of progressive right heart failure are incompletely understood. In this study, we systematically examined transcriptomic changes occurring over months in isolated cardiomyocytes or whole heart tissues from failing right and left ventricles in rat models of pulmonary artery banding (PAB) or aortic banding (AOB). Detailed bioinformatics analyses resulted in the identification of gene signature, protein and transcription factor networks specific to ventricles and compensated or decompensated disease states. Proteomic and RNA-FISH analyses confirmed PAB-mediated regulation of key genes and revealed spatially heterogeneous mRNA expression in the heart. Intersection of rat PAB-specific gene sets with transcriptome datasets from human patients with chronic thromboembolic pulmonary hypertension (CTEPH) led to the identification of more than 50 genes whose expression levels correlated with the severity of right heart disease, including multiple matrix-regulating and secreted factors. These data define a conserved, differentially regulated genetic network associated with right heart failure in rats and humans.

Definition and management of right ventricular injury in adult patients receiving extracorporeal membrane oxygenation for respiratory support using the Delphi method: a PRORVnet study. Expert position statements.

PURPOSE: Veno-venous extracorporeal membrane oxygenation (VV-ECMO) is an integral part of the management algorithm of patients with severe respiratory failure refractory to evidence-based conventional treatments. Right ventricular injury (RVI) pertaining to abnormalities in the dimensions and/or function of the right ventricle (RV) in the context of VV-ECMO significantly influences mortality. However, in the absence of a universally accepted RVI definition and evidence-based guidance for the management of RVI in this very high-risk patient cohort, variations in clinical practice continue to exist. METHODS: Following a systematic search of the literature, an international Steering Committee consisting of eight healthcare professionals involved in the management of patients receiving ECMO identified domains and knowledge gaps pertaining to RVI definition and management where the evidence is limited or ambiguous. Using a Delphi process, an international panel of 52 Experts developed Expert position statements in those areas. The process also conferred RV-centric overarching open questions for future research. Consensus was defined as achieved when 70% or more of the Experts agreed or disagreed on a Likert-scale statement or when 80% or more of the Experts agreed on a particular option in multiple-choice questions. RESULTS: The Delphi process was conducted through four rounds and consensus was achieved on 31 (89%) of 35 statements from which 24 Expert position statements were derived. Expert position statements provided recommendations for RVI nomenclature in the setting of VV-ECMO, a multi-modal diagnostic approach to RVI, the timing and parameters of diagnostic echocardiography, and VV-ECMO settings during RVI assessment and management. Consensus was not reached on RV-protective driving pressure thresholds or the effect of prone positioning on patient-centric outcomes. CONCLUSION: The proposed definition of RVI in the context of VV-ECMO needs to be validated through a systematic aggregation of data across studies. Until further evidence emerges, the Expert position statements can guide informed decision-making in the management of these patients.

Surgical management of systemic right ventricular failure.

Severe systemic right ventricular failure with tricuspid regurgitation is associated with poor prognosis. Here, we report a case of 49-year-old patient who experienced severe systemic right ventricular failure following atrial switch. We chose the surgical strategy for this challenging case using comprehensive four-dimensional imaging. The patient underwent tricuspid valve repair and cardiac resynchronization therapy and recovered with improved cardiac function and regulated tricuspid valve regurgitation.

Right ventricular function in Marfan patients remains stable despite multiple cardiac interventions.

OBJECTIVES: Mitral valve regurgitation and left ventricular dysfunction are cardiovascular symptoms of Marfan syndrome. There is a paucity of information on tricuspid valve regurgitation and right ventricular function. In patients with Marfan syndrome, we looked at long-term changes in right ventricular function, tricuspid valve regurgitation and freedom from tricuspid valve repair. METHODS: Retrospective-observational single-centre analysis on right ventricular function and tricuspid regurgitation in Marfan patients who underwent surgery with cardioplegic arrest between 1995 and 2020. Patients were followed-up from 1st operation until death, with echocardiographic changes analysed longitudinally. Composite end point was tricuspid annular plane systolic excursion (TAPSE) ≤16 mm, severe tricuspid regurgitation or tricuspid repair. RESULTS: The study included 135 patients who underwent 193 operations, 58 of those were reoperations in 40 patients. Median age at 1st operation was 35 years [interquartile range (IQR) 26-46], median follow-up was 8.0 years (IQR 3.0-16.0) and median time to 1st reoperation was 7.5 years (IQR 3.4-12.5). The composite end point occurred in 81 observations in 40 patients, mostly as a recurrent event, after median 7.0 years (IQR 1.0-13.0). Ten-year cumulative incidence for composite end point was 22.0% (95% CI 15-31) and 9.0% (95% CI 4.4-16) for new-onset TAPSE ≤16 mm, but no significant change in TAPSE was observed at 10 years. Tricuspid regurgitation was associated with increased risk of annual progression (P < 0.001), but not clinically relevant at 10 years. Actuarial 10-year survival was 91.1%. CONCLUSIONS: In Marfan patients with a history of cardiac surgery and subsequent reoperations, the right ventricular function remains stable. The incidence of severe tricuspid regurgitation and tricuspid repair remain low.

Serial evaluation of biventricular function in COVID-19 recovered patients using speckle tracking echocardiography.

OBJECTIVES: The persistence and outcomes following myocardial injury subsequent to coronavirus disease-2019 (COVID-19) infection has not been properly elucidated. We assessed sub-clinical bi-ventricular dysfunction using speckle tracking echocardiography (STE) in post COVID-19 patients. METHODS: A total of 189 subjects following recovery from COVID-19 infection were enrolled. Detailed echocardiography including STE along with clinical, hematological, biochemical and inflammatory parameters were assessed for all. Patients were divided into four groups (asymptomatic, mild, moderate and severe) based on severity of COVID-19 infection. Additionally, 90 healthy individuals were enrolled as controls. All these patients were followed up for one year following enrolment. RESULTS: Subclinical LV and right ventricle (RV) dysfunction were seen in 58 (30.7 %) and 55 (29.1 %) patients respectively at baseline. Significant difference was observed in mean LVGLS values among the three groups (mild: -21.5 ± 2.8 %; moderate: -17 ± 7.1 %; severe: -12.1 ± 4 %; P < 0.0001). Over a year of follow-up, significant improvement in LVGLS from baseline (-19.1 ± 5.8 %) was observed (-19.9 ± 4.6 %; P < 0.0001). Similarly, RVFWS (-23.5 ± 6.3 % vs -23.8 ± 5.8 %; P = 0.03) had significant improvement from baseline to one year of follow-up. Reduced LVGLS was reported in 12 (6.3 %) subjects while impaired RVFWS was documented in 10 (5.3 %) subjects at one year of follow-up. CONCLUSIONS: Subclinical LV and RV dysfunction were seen in nearly a third of recovered COVID-19 patients. Over a year of follow-up, significant improvement in subclinical LV and RV dysfunction was noted.

Deep Learning-Based Electrocardiogram Analysis Predicts Biventricular Dysfunction and Dilation in Congenital Heart Disease.

BACKGROUND: Artificial intelligence-enhanced electrocardiogram (AI-ECG) analysis shows promise to detect biventricular pathophysiology. However, AI-ECG analysis remains underexplored in congenital heart disease (CHD). OBJECTIVES: The purpose of this study was to develop and externally validate an AI-ECG model to predict cardiovascular magnetic resonance (CMR)-defined biventricular dysfunction/dilation in patients with CHD. METHODS: We trained (80%) and tested (20%) a convolutional neural network on paired ECG-CMRs (≤30 days apart) from patients with and without CHD to detect left ventricular (LV) dysfunction (ejection fraction ≤40%), RV dysfunction (ejection fraction ≤35%), and LV and RV dilation (end-diastolic volume z-score ≥4). Performance was assessed during internal testing and external validation on an outside health care system using area under receiver-operating curve (AUROC) and area under precision recall curve. RESULTS: The internal and external cohorts comprised 8,584 ECG-CMR pairs (n = 4,941; median CMR age 20.7 years) and 909 ECG-CMR pairs (n = 746; median CMR age 25.4 years), respectively. Model performance was similar for internal testing (AUROC: LV dysfunction 0.87; LV dilation 0.86; RV dysfunction 0.88; RV dilation 0.81) and external validation (AUROC: LV dysfunction 0.89; LV dilation 0.83; RV dysfunction 0.82; RV dilation 0.80). Model performance was lowest in functionally single ventricle patients. Tetralogy of Fallot patients predicted to be at high risk of ventricular dysfunction had lower survival (P < 0.001). Model explainability via saliency mapping revealed that lateral precordial leads influence all outcome predictions, with high-risk features including QRS widening and T-wave inversions for RV dysfunction/dilation. CONCLUSIONS: AI-ECG shows promise to predict biventricular dysfunction/dilation, which may help inform CMR timing in CHD.