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1.
Sci Rep ; 14(1): 10902, 2024 05 13.
Artigo em Inglês | MEDLINE | ID: mdl-38740898

RESUMO

Calcification of the aortic valve (CAVDS) is a major cause of aortic stenosis (AS) leading to loss of valve function which requires the substitution by surgical aortic valve replacement (SAVR) or transcatheter aortic valve intervention (TAVI). These procedures are associated with high post-intervention mortality, then the corresponding risk assessment is relevant from a clinical standpoint. This study compares the traditional Cox Proportional Hazard (CPH) against Machine Learning (ML) based methods, such as Deep Learning Survival (DeepSurv) and Random Survival Forest (RSF), to identify variables able to estimate the risk of death one year after the intervention, in patients undergoing either to SAVR or TAVI. We found that with all three approaches the combination of six variables, named albumin, age, BMI, glucose, hypertension, and clonal hemopoiesis of indeterminate potential (CHIP), allows for predicting mortality with a c-index of approximately 80 % . Importantly, we found that the ML models have a better prediction capability, making them as effective for statistical analysis in medicine as most state-of-the-art approaches, with the additional advantage that they may expose non-linear relationships. This study aims to improve the early identification of patients at higher risk of death, who could then benefit from a more appropriate therapeutic intervention.


Assuntos
Estenose da Valva Aórtica , Valva Aórtica , Calcinose , Aprendizado Profundo , Humanos , Valva Aórtica/cirurgia , Valva Aórtica/patologia , Calcinose/cirurgia , Calcinose/mortalidade , Feminino , Masculino , Idoso , Estenose da Valva Aórtica/cirurgia , Estenose da Valva Aórtica/mortalidade , Substituição da Valva Aórtica Transcateter/mortalidade , Idoso de 80 Anos ou mais , Análise de Sobrevida , Fatores de Risco , Modelos de Riscos Proporcionais , Medição de Risco/métodos , Implante de Prótese de Valva Cardíaca/mortalidade , Implante de Prótese de Valva Cardíaca/métodos , Pessoa de Meia-Idade
2.
Eur J Cardiothorac Surg ; 65(5)2024 May 03.
Artigo em Inglês | MEDLINE | ID: mdl-38730543

RESUMO

OBJECTIVES: The aim of this study was to describe trends and outcomes for patients undergoing surgical aortic valve replacement (SAVR) in the Netherlands. METHODS: The Netherlands Heart Registration database was used to report the number and outcomes of isolated, primary SAVR procedures performed from 2007 to 2018 in adult patients. RESULTS: A total of 17 142 procedures were included, of which 77.9% were performed using a biological prosthesis and 21.0% with a mechanical prosthesis. Median logistic EuroSCORE I decreased from 4.6 [interquartile range (IQR) 2.4-7.7] to 4.0 (IQR 2.6-6.0). The 120-day mortality decreased from 3.3% in 2007 to 0.7% in 2018. The median duration of follow-up was 76 months (IQR 53-111). Ten-year survival, when adjusted for age, EuroSCORE I and body surface area, was 72.4%, and adjusted 10-year freedom from reinvervention was 98.1%. Additional analysis for patients under the age of 60 showed no difference between patients treated with a biological or mechanical prosthesis in adjusted 10-year survival, 89.7% vs 91.9±%, respectively (P = 0.25), but a significant difference in adjusted 10-year freedom from reintervention, 90.0±% vs 95.9%, respectively (P < 0.01). CONCLUSIONS: Between 2007 and 2018, age and risk profile of patients undergoing SAVR decreased, especially for patients treated with a biological prosthesis. The 120-day mortality decreased over time. Patients undergoing SAVR nowadays have a risk of 120-day mortality of <1% and 10-year freedom from valve-related reintervention of >95%.


Assuntos
Valva Aórtica , Implante de Prótese de Valva Cardíaca , Humanos , Masculino , Países Baixos/epidemiologia , Feminino , Idoso , Valva Aórtica/cirurgia , Implante de Prótese de Valva Cardíaca/tendências , Implante de Prótese de Valva Cardíaca/estatística & dados numéricos , Implante de Prótese de Valva Cardíaca/mortalidade , Implante de Prótese de Valva Cardíaca/métodos , Pessoa de Meia-Idade , Resultado do Tratamento , Próteses Valvulares Cardíacas/tendências , Idoso de 80 Anos ou mais , Sistema de Registros , Estenose da Valva Aórtica/cirurgia , Estenose da Valva Aórtica/mortalidade , Fatores de Risco
3.
Laeknabladid ; 110(5): 247-253, 2024 May.
Artigo em Islandês | MEDLINE | ID: mdl-38713559

RESUMO

INTRODUCTION: One of the most serious complications of surgical aortic valve replacement (SAVR) is stroke that can result in increased rates of complications, morbidity and mortality postoperatively. The aim of this study was to investigate incidence, risk factors and short-term outcome in a well defined cohort of SAVR-patients. MATERIALS AND METHOD: A retrospective study on 740 consecutive aortic stenosis patients who underwent SAVR in Iceland 2002-2019. Patients with stroke were compared with non-stroke patients; including preoperative risk factors of cardiovascular disease, echocardiogram-results, rate of early postoperative complications other than stroke and 30 day mortality. RESULTS: Mean age was 71 yrs (34% females) with 57% of the patients receiving stented bioprosthesis, 31% a stentless Freestyle®-valve and 12% a mechanical valve. Mean EuroSCORE-II was 3.6, with a maximum preop-gradient of 70 mmHg and an estimated valvular area of 0.73 cm2. Thirteen (1.8%) patients were diagnosed with stroke where hemiplegia (n=9), loss of consciousness (n=3) and/or aphasia (n=4) were the most common presenting symptoms. In 70% of cases the neurological symptoms resolved or disappeared in the first weeks and months after surgery. Only one patient out of 13 died within 30-days (7.7%). Stroke-patients had significantly lower BMI than non-stroke patients, but other risk factors of cardiovascular diseases, intraoperative factors or the rate of other severe postoperative complications than stroke were similar between groups. Total length of stay was 14 days vs. 10 days median, including 2 vs. 1 days in the ICU, in the stroke and non-stroke-groups, respectively. CONCLUSIONS: The rate of stroke after SAVR was low (1.8%) and in line with other similar studies. Although a severe complication, most patients with perioperative stroke survived 30 days postoperatively and in majority of cases neurological symptoms recovered.


Assuntos
Estenose da Valva Aórtica , Valva Aórtica , Implante de Prótese de Valva Cardíaca , Próteses Valvulares Cardíacas , Acidente Vascular Cerebral , Humanos , Feminino , Estenose da Valva Aórtica/cirurgia , Estenose da Valva Aórtica/mortalidade , Estenose da Valva Aórtica/diagnóstico por imagem , Masculino , Idoso , Fatores de Risco , Estudos Retrospectivos , Islândia/epidemiologia , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/mortalidade , Implante de Prótese de Valva Cardíaca/instrumentação , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/mortalidade , Acidente Vascular Cerebral/etiologia , Incidência , Fatores de Tempo , Resultado do Tratamento , Valva Aórtica/cirurgia , Valva Aórtica/diagnóstico por imagem , Medição de Risco , Idoso de 80 Anos ou mais , Pessoa de Meia-Idade
4.
PLoS One ; 19(5): e0301939, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38781278

RESUMO

BACKGROUND: Transcatheter mitral valve replacement (TMVR) has garnered interest as a viable alternative to the traditional surgical mitral valve replacement (SMVR) for high-risk patients requiring redo operations. This study aims to evaluate the association of TMVR with selected clinical and financial outcomes. METHODS: Adults undergoing isolated redo mitral valve replacement were identified in the 2016-2020 Nationwide Readmissions Database and categorized into TMVR or SMVR cohorts. Various regression models were developed to assess the association between TMVR and in-hospital mortality, as well as additional secondary outcomes. Transseptal and transapical catheter-based approaches were also compared in relation to study endpoints. RESULTS: Of an estimated 7,725 patients, 2,941 (38.1%) underwent TMVR. During the study period, the proportion of TMVR for redo operations increased from 17.8% to 46.7% (nptrend<0.001). Following adjustment, TMVR was associated with similar odds of in-hospital mortality (AOR 0.82, p = 0.48), but lower odds of stroke (AOR 0.44, p = 0.001), prolonged ventilation (AOR 0.43, p<0.001), acute kidney injury (AOR 0.61, p<0.001), and reoperation (AOR 0.29, p = 0.02). TMVR was additionally correlated with shorter postoperative length of stay (pLOS; ß -0.98, p<0.001) and reduced costs (ß -$10,100, p = 0.002). Additional analysis demonstrated that the transseptal approach had lower adjusted mortality (AOR 0.44, p = 0.02), shorter adjusted pLOS (ß -0.43, p<0.001), but higher overall costs (ß $5,200, p = 0.04), compared to transapical. CONCLUSIONS: In this retrospective cohort study, we noted TMVR to yield similar odds of in-hospital mortality as SMVR, but fewer complications and reduced healthcare expenditures. Moreover, transseptal approaches were associated with lower adjusted mortality, shorter pLOS, but higher cost, relative to the transapical. Our findings suggest that TMVR represent a cost-effective and safe treatment modality for patients requiring redo mitral valve procedures. Nevertheless, future studies examining long-term outcomes associated with SMVR and TMVR in redo mitral valve operations, are needed.


Assuntos
Implante de Prótese de Valva Cardíaca , Mortalidade Hospitalar , Valva Mitral , Humanos , Masculino , Feminino , Implante de Prótese de Valva Cardíaca/mortalidade , Implante de Prótese de Valva Cardíaca/métodos , Implante de Prótese de Valva Cardíaca/economia , Implante de Prótese de Valva Cardíaca/efeitos adversos , Idoso , Valva Mitral/cirurgia , Pessoa de Meia-Idade , Reoperação/estatística & dados numéricos , Cateterismo Cardíaco/métodos , Cateterismo Cardíaco/economia , Cateterismo Cardíaco/efeitos adversos , Cateterismo Cardíaco/mortalidade , Estudos Retrospectivos , Tempo de Internação , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/mortalidade , Complicações Pós-Operatórias/etiologia , Idoso de 80 Anos ou mais , Estados Unidos/epidemiologia
6.
Nutr Metab Cardiovasc Dis ; 34(6): 1371-1380, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38503618

RESUMO

BACKGROUND AND AIMS: Studies have demonstrated that obesity is paradoxically associated with reduced mortality following cardiac surgery. However, these studies have treated various types of cardiac surgery as a single entity. With mitral valve (MV) surgeries being the fastest-growing cardiac surgical interventions in North America, the purpose of this study was to identify the impact of body mass index (BMI) on long-term survival and cardiac remodelling of patients undergoing MV replacement (MVR). METHODS AND RESULTS: In this retrospective, single-center study, 1071 adult patients who underwent an MVR between 2004 and 2018 were stratified into five BMI groups (<20, 20-24.9, 25-29.9, 30-34.9, >35). Cox proportional hazard regression models were used to determine the association between BMI and all-cause mortality. Patients who were underweight had significantly higher all-cause mortality rates at the longest follow-up (median 8.2 years) than patients with normal weight (p = 0.01). Patients who were in the obese group had significantly higher readmission rates due to myocardial infarction (MI) at the longest follow-up (p = 0.017). Subgroup analysis revealed a significant increase in long-term all-cause mortality for female patients who were underweight. Significant changes in left atrial size, mitral valve peak and mean gradients were seen in all BMI groups. CONCLUSIONS: For patients undergoing mitral valve replacement, BMI is unrelated to operative outcomes except for patients who are underweight.


Assuntos
Índice de Massa Corporal , Implante de Prótese de Valva Cardíaca , Valva Mitral , Obesidade , Remodelação Ventricular , Humanos , Feminino , Masculino , Estudos Retrospectivos , Pessoa de Meia-Idade , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/mortalidade , Implante de Prótese de Valva Cardíaca/instrumentação , Fatores de Tempo , Valva Mitral/cirurgia , Valva Mitral/fisiopatologia , Fatores de Risco , Resultado do Tratamento , Idoso , Obesidade/mortalidade , Obesidade/fisiopatologia , Obesidade/cirurgia , Obesidade/complicações , Obesidade/diagnóstico , Medição de Risco , Adulto , Doenças das Valvas Cardíacas/cirurgia , Doenças das Valvas Cardíacas/mortalidade , Doenças das Valvas Cardíacas/fisiopatologia , Causas de Morte , Readmissão do Paciente
7.
J Cardiovasc Surg (Torino) ; 65(2): 161-168, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38332715

RESUMO

BACKGROUND: Based on worldwide registries, approximately 50% of patients who underwent aortic valve replacement (AVR) via surgical aortic valve replacement are females. Although AVR procedures have improved greatly in recent years, differences in outcome including mortality between sexes remain. We aimed to investigate the trends in SAVR outcomes in females versus males. METHODS: Using the 2011-2017 National Inpatient Sample (NIS) database, we identified hospitalizations for patients with diagnosis of aortic stenosis during which SAVR was performed. Patients' sociodemographic and clinical characteristics, procedure complications, and mortality were analyzed. Piecewise regression analyses were performed to assess temporal trends in SAVR utilization in females versus males. Multivariable analyses were performed to identify predictors of in-hospital mortality. RESULTS: A total of 392,087 hospitalizations for SAVR across the USA were analyzed. Utilization of SAVR in both sex patients decreased significantly during the years 2011-2017. Males compared to females had significantly higher rates of hyperlipidemia, chronic renal disease, peripheral artery disease, coronary artery disease and tended to be smokers. Differences in mortality rates among sexes were observed for SAVR procedures. Women had higher in-hospital mortality with 3.7% compared to men with 2.5% (OR 1.38 [95% CI 1.33-1.43, P<0.001]). In a multivariable regression model analysis adjusted for potential confounders, women had higher mortality risk with odd ratio (OR 1.38 [95% CI 1.33-1.43], P<0.001). Women had significantly higher rates of vascular complications (5.1% compared to men with 4.6%, P=0.002). CONCLUSIONS: Utilization of SAVR showed a downward trend during the study period. Higher in-hospital mortality was recorded in females compared to males.


Assuntos
Estenose da Valva Aórtica , Valva Aórtica , Bases de Dados Factuais , Implante de Prótese de Valva Cardíaca , Mortalidade Hospitalar , Humanos , Feminino , Masculino , Idoso , Mortalidade Hospitalar/tendências , Estados Unidos/epidemiologia , Fatores Sexuais , Fatores de Risco , Estenose da Valva Aórtica/cirurgia , Estenose da Valva Aórtica/mortalidade , Resultado do Tratamento , Implante de Prótese de Valva Cardíaca/mortalidade , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/tendências , Valva Aórtica/cirurgia , Fatores de Tempo , Pessoa de Meia-Idade , Idoso de 80 Anos ou mais , Complicações Pós-Operatórias/mortalidade , Complicações Pós-Operatórias/epidemiologia , Estudos Retrospectivos , Pacientes Internados , Disparidades nos Níveis de Saúde , Medição de Risco , Disparidades em Assistência à Saúde/tendências , Comorbidade
8.
Int J Surg ; 110(5): 3039-3049, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38348836

RESUMO

INTRODUCTION: This study aims to investigate the effect of concomitant tricuspid valve surgery (TVS) during left ventricular assist device (LVAD) implantation due to the controversy over the clinical outcomes of concomitant TVS in patients undergoing LVAD. METHODS: A systematic literature search was performed in PubMed and EMbase from the inception to 1 August 2023. Studies comparing outcomes in adult patients undergoing concomitant TVS during LVAD implantation (TVS group) and those who did not (no-TVS group) were included. The primary outcomes were right heart failure (RHF), right ventricular assist device (RVAD) implantation, and early mortality. All meta-analyses were performed using random-effects models, and a two-tailed P <0.05 was considered significant. RESULTS: Twenty-one studies were included, and 16 of them were involved in the meta-analysis, with 660 patients in the TVS group and 1291 in the no-TVS group. Patients in the TVS group suffered from increased risks of RHF [risk ratios (RR)=1.31, 95% CI: 1.01-1.70, P =0.04; I2 =38%, pH =0.13), RVAD implantation (RR=1.56, 95% CI: 1.16-2.11, P =0.003; I2 =0%, pH =0.74), and early mortality (RR=1.61, 95% CI: 1.07-2.42, P =0.02; I2 =0%, pH =0.75). Besides, the increased risk of RHF holds true in patients with moderate to severe tricuspid regurgitation (RR=1.36, 95% CI: 1.04-1.78, P =0.02). TVS was associated with a prolonged cardiopulmonary bypass time. No significant differences in acute kidney injury, reoperation requirement, hospital length of stay, or ICU stay were observed. CONCLUSIONS: Concomitant TVS failed to show benefits in patients undergoing LVAD, and it was associated with increased risks of RHF, RVAD implantation, and early mortality.


Assuntos
Insuficiência Cardíaca , Coração Auxiliar , Valva Tricúspide , Humanos , Valva Tricúspide/cirurgia , Insuficiência Cardíaca/cirurgia , Insuficiência Cardíaca/mortalidade , Insuficiência da Valva Tricúspide/cirurgia , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/mortalidade , Implante de Prótese de Valva Cardíaca/instrumentação
9.
JAMA ; 327(19): 1875-1887, 2022 05 17.
Artigo em Inglês | MEDLINE | ID: mdl-35579641

RESUMO

Importance: Transcatheter aortic valve implantation (TAVI) is a less invasive alternative to surgical aortic valve replacement and is the treatment of choice for patients at high operative risk. The role of TAVI in patients at lower risk is unclear. Objective: To determine whether TAVI is noninferior to surgery in patients at moderately increased operative risk. Design, Setting, and Participants: In this randomized clinical trial conducted at 34 UK centers, 913 patients aged 70 years or older with severe, symptomatic aortic stenosis and moderately increased operative risk due to age or comorbidity were enrolled between April 2014 and April 2018 and followed up through April 2019. Interventions: TAVI using any valve with a CE mark (indicating conformity of the valve with all legal and safety requirements for sale throughout the European Economic Area) and any access route (n = 458) or surgical aortic valve replacement (surgery; n = 455). Main Outcomes and Measures: The primary outcome was all-cause mortality at 1 year. The primary hypothesis was that TAVI was noninferior to surgery, with a noninferiority margin of 5% for the upper limit of the 1-sided 97.5% CI for the absolute between-group difference in mortality. There were 36 secondary outcomes (30 reported herein), including duration of hospital stay, major bleeding events, vascular complications, conduction disturbance requiring pacemaker implantation, and aortic regurgitation. Results: Among 913 patients randomized (median age, 81 years [IQR, 78 to 84 years]; 424 [46%] were female; median Society of Thoracic Surgeons mortality risk score, 2.6% [IQR, 2.0% to 3.4%]), 912 (99.9%) completed follow-up and were included in the noninferiority analysis. At 1 year, there were 21 deaths (4.6%) in the TAVI group and 30 deaths (6.6%) in the surgery group, with an adjusted absolute risk difference of -2.0% (1-sided 97.5% CI, -∞ to 1.2%; P < .001 for noninferiority). Of 30 prespecified secondary outcomes reported herein, 24 showed no significant difference at 1 year. TAVI was associated with significantly shorter postprocedural hospitalization (median of 3 days [IQR, 2 to 5 days] vs 8 days [IQR, 6 to 13 days] in the surgery group). At 1 year, there were significantly fewer major bleeding events after TAVI compared with surgery (7.2% vs 20.2%, respectively; adjusted hazard ratio [HR], 0.33 [95% CI, 0.24 to 0.45]) but significantly more vascular complications (10.3% vs 2.4%; adjusted HR, 4.42 [95% CI, 2.54 to 7.71]), conduction disturbances requiring pacemaker implantation (14.2% vs 7.3%; adjusted HR, 2.05 [95% CI, 1.43 to 2.94]), and mild (38.3% vs 11.7%) or moderate (2.3% vs 0.6%) aortic regurgitation (adjusted odds ratio for mild, moderate, or severe [no instance of severe reported] aortic regurgitation combined vs none, 4.89 [95% CI, 3.08 to 7.75]). Conclusions and Relevance: Among patients aged 70 years or older with severe, symptomatic aortic stenosis and moderately increased operative risk, TAVI was noninferior to surgery with respect to all-cause mortality at 1 year. Trial Registration: isrctn.com Identifier: ISRCTN57819173.


Assuntos
Estenose da Valva Aórtica , Substituição da Valva Aórtica Transcateter , Idoso , Idoso de 80 Anos ou mais , Valva Aórtica/cirurgia , Insuficiência da Valva Aórtica/etiologia , Estenose da Valva Aórtica/mortalidade , Estenose da Valva Aórtica/cirurgia , Feminino , Próteses Valvulares Cardíacas , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/métodos , Implante de Prótese de Valva Cardíaca/mortalidade , Humanos , Masculino , Fatores de Risco , Substituição da Valva Aórtica Transcateter/efeitos adversos , Substituição da Valva Aórtica Transcateter/mortalidade , Resultado do Tratamento
10.
J Am Coll Cardiol ; 79(1): 18-32, 2022 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-34991785

RESUMO

BACKGROUND: Transcatheter pulmonary valve (TPV) replacement (TPVR) has become the standard therapy for postoperative pulmonary outflow tract dysfunction in patients with a prosthetic conduit/valve, but there is limited information about risk factors for death or reintervention after this procedure. OBJECTIVES: This study sought to evaluate mid- and long-term outcomes after TPVR in a large multicenter cohort. METHODS: International registry focused on time-related outcomes after TPVR. RESULTS: Investigators submitted data for 2,476 patients who underwent TPVR and were followed up for 8,475 patient-years. A total of 95 patients died after TPVR, most commonly from heart failure (n = 24). The cumulative incidence of death was 8.9% (95% CI: 6.9%-11.5%) 8 years after TPVR. On multivariable analysis, age at TPVR (HR: 1.04 per year; 95% CI: 1.03-1.06 per year; P < 0.001), a prosthetic valve in other positions (HR: 2.1; 95% CI: 1.2-3.7; P = 0.014), and an existing transvenous pacemaker/implantable cardioverter-defibrillator (HR: 2.1; 95% CI: 1.3-3.4; P = 0.004) were associated with death. A total of 258 patients underwent TPV reintervention. At 8 years, the cumulative incidence of any TPV reintervention was 25.1% (95% CI: 21.8%-28.5%) and of surgical TPV reintervention was 14.4% (95% CI: 11.9%-17.2%). Risk factors for surgical reintervention included age (0.95 per year [95% CI: 0.93-0.97 per year]; P < 0.001), prior endocarditis (2.5 [95% CI: 1.4-4.3]; P = 0.001), TPVR into a stented bioprosthetic valve (1.7 [95% CI: 1.2-2.5]; P = 0.007), and postimplant gradient (1.4 per 10 mm Hg [95% CI: 1.2-1.7 per 10 mm Hg]: P < 0.001). CONCLUSIONS: These findings support the conclusion that survival and freedom from reintervention or surgery after TPVR are generally comparable to outcomes of surgical conduit/valve replacement across a wide age range.


Assuntos
Implante de Prótese de Valva Cardíaca , Valva Pulmonar/cirurgia , Reoperação/estatística & dados numéricos , Adolescente , Adulto , Fatores Etários , Criança , Pré-Escolar , Desfibriladores Implantáveis , Endocardite/epidemiologia , Feminino , Próteses Valvulares Cardíacas , Implante de Prótese de Valva Cardíaca/mortalidade , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , Marca-Passo Artificial , Sistema de Registros , Adulto Jovem
11.
J Thorac Cardiovasc Surg ; 163(2): 591-602.e1, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32620398

RESUMO

OBJECTIVE: For degenerative mitral disease, repair is superior to replacement; however, the best operative strategy for rheumatic mitral disease remains unclear. We evaluated the association between decision-making in choosing repair versus replacement and outcomes across 2 decades of rheumatic mitral surgery. METHODS: Patients undergoing isolated, first-time rheumatic mitral surgery were identified. Era 1 (1997-2008) and Era 2 (2009-2018) were distinguished by intraoperative assessment of anterior leaflet mobility/calcification (Era 2) in deciding between mitral repair versus replacement. Primary outcome was a composite of death, reoperation, and severe valve dysfunction. RESULTS: Among 180 patients, age was 59 ± 14 years, and ejection fraction was 58% ± 10%. A higher proportion in Era 1 (n = 56) compared with Era 2 (n = 124) had preoperative atrial fibrillation (68% vs 46%; P = .006); the groups were otherwise similar. Primary indication was mitral stenosis in 69% (124 out of 180; pure = 35, mixed = 89) and did not differ by era (P = .67). During Era 1, 70% (39 out of 56) underwent repair, compared with 33% (41 out of 124) during Era 2 (P < .001). Freedom from death, reoperation, or severe valve dysfunction at 5 years was higher in Era 2 (72% ± 9%) than Era 1 (54% ± 13%; P = .04). Five-year survival was higher in Era 2 than Era 1, but did not differ between repair versus replacement. Five-year cumulative incidence of reoperation with death as a competing risk did not differ by era, but was higher after repair than replacement. CONCLUSIONS: Careful assessment of anterior leaflet mobility/calcification to determine mitral repair or replacement was associated with improved outcomes. This decision-making strategy may alter the threshold for rheumatic mitral replacement in the current valve-in-valve era.


Assuntos
Implante de Prótese de Valva Cardíaca , Anuloplastia da Valva Mitral , Insuficiência da Valva Mitral/cirurgia , Estenose da Valva Mitral/cirurgia , Valva Mitral/cirurgia , Cardiopatia Reumática/cirurgia , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/mortalidade , Hemodinâmica , Humanos , Masculino , Pessoa de Meia-Idade , Valva Mitral/diagnóstico por imagem , Valva Mitral/fisiopatologia , Anuloplastia da Valva Mitral/efeitos adversos , Anuloplastia da Valva Mitral/mortalidade , Insuficiência da Valva Mitral/diagnóstico por imagem , Insuficiência da Valva Mitral/mortalidade , Insuficiência da Valva Mitral/fisiopatologia , Estenose da Valva Mitral/diagnóstico por imagem , Estenose da Valva Mitral/mortalidade , Estenose da Valva Mitral/fisiopatologia , Complicações Pós-Operatórias/mortalidade , Complicações Pós-Operatórias/cirurgia , Recuperação de Função Fisiológica , Reoperação , Estudos Retrospectivos , Cardiopatia Reumática/diagnóstico por imagem , Cardiopatia Reumática/mortalidade , Cardiopatia Reumática/fisiopatologia , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento , Adulto Jovem
12.
J Thorac Cardiovasc Surg ; 163(2): 607-622.e14, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32713629

RESUMO

BACKGROUND: Treatment of ischemic mitral regurgitation (IMR) is in evolution, as percutaneous procedures and complex surgical repair have been recently investigated in randomized clinical trials and matched studies. This study aims to review and compare the current treatment options for IMR. METHODS: A comprehensive literature search was conducted using electronic databases. The primary outcome was all-cause long-term mortality. The secondary outcomes were perioperative mortality, unplanned rehospitalization, reoperation, and composite end points as defined in the original articles. RESULTS: A total of 12 articles met the inclusion criteria and were included in the final meta-analysis. The MitraClip procedure did not confer a significant benefit in mortality and repeated hospitalization compared with medical therapy alone. In patients with moderate IMR, the adjunct of mitral procedure over coronary artery bypass graft is not associated with clinical improvements. When evaluating mitral valve (MV) replacement versus repair, hospital mortality was greater among patients undergoing replacement (odds ratio [OR], 1.91; P = .009), but both reoperation and readmission rates were lower (OR, 0.60, P = .05; and OR, 0.45, P < .02, respectively). Comparing restrictive annuloplasty alone with adjunctive subvalvular repair, subvalvular procedures resulted in fewer readmissions (OR, 0.50; P = .06) and adverse composite end points (P = .009). CONCLUSIONS: MitraClip procedure is not associated with improved outcomes compared with medical therapy. MV replacement is associated with increased early mortality but reduced reoperation rate and readmission rate compared with MV repair using annuloplasty in moderate-to-severe IMR. Despite no significant benefit in isolated outcomes comparing annular and adjunct subvalvular procedures, the adjunct of subvalvular procedures reduces the risk of major postoperative adverse events.


Assuntos
Fármacos Cardiovasculares/uso terapêutico , Implante de Prótese de Valva Cardíaca , Anuloplastia da Valva Mitral , Insuficiência da Valva Mitral/terapia , Valva Mitral/cirurgia , Isquemia Miocárdica/complicações , Idoso , Idoso de 80 Anos ou mais , Fármacos Cardiovasculares/efeitos adversos , Feminino , Próteses Valvulares Cardíacas , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/instrumentação , Implante de Prótese de Valva Cardíaca/mortalidade , Mortalidade Hospitalar , Humanos , Masculino , Pessoa de Meia-Idade , Valva Mitral/fisiopatologia , Anuloplastia da Valva Mitral/efeitos adversos , Anuloplastia da Valva Mitral/instrumentação , Anuloplastia da Valva Mitral/mortalidade , Insuficiência da Valva Mitral/etiologia , Insuficiência da Valva Mitral/mortalidade , Insuficiência da Valva Mitral/fisiopatologia , Isquemia Miocárdica/mortalidade , Isquemia Miocárdica/fisiopatologia , Readmissão do Paciente , Complicações Pós-Operatórias/mortalidade , Complicações Pós-Operatórias/cirurgia , Desenho de Prótese , Recuperação de Função Fisiológica , Reoperação , Medição de Risco , Fatores de Risco , Fatores de Tempo , Resultado do Tratamento
13.
J Thorac Cardiovasc Surg ; 163(3): 925-935.e5, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32727681

RESUMO

OBJECTIVE: This multi-institutional study compares the long-term outcome of elderly patients with severe aortic stenosis and an intermediate risk profile undergoing sutureless versus transcatheter aortic valve implantation. METHODS: From 2008 to 2015, 967 elderly patients (>75 years) with intermediate risk (Society of Thoracic Surgeons score 4%-8%) and isolated aortic stenosis were included in the study (sutureless valve = 481; transcatheter aortic valve implantation = 486). After propensity score matching, 2 matched groups of 291 patients were obtained. Transcatheter valves implanted in patients were the CoreValve (Medtronic, Minneapolis, Minn), Edwards SAPIEN-XT (Edwards Lifesciences, Irvine, Calif), and Acurate-TA (Symetis, Lausanne, Switzerland). Primary end points included all-cause death at 30 days and 5 years. Secondary end points included early and 5-year incidence of composite adverse events (major adverse cardiovascular events: all-cause death, stroke, pacemaker implant, myocardial infarction, paravalvular leak ≥II, and reoperation). RESULTS: After matching, there were no substantial differences between groups. The 30-day mortality was significantly lower in the sutureless valve group (sutureless valve = 1.7% vs transcatheter aortic valve implantation = 5.5%; P = .024) and the rate of permanent pacemaker implantation (sutureless valve = 5.5% vs transcatheter aortic valve implantation = 10.7%, P = .032). Stroke/transient ischemic attack cumulative incidence at 5 years was 1.4% in the sutureless valve group and 5.3% in the transcatheter aortic valve implantation group (P = .010). The incidence of perivalvular leak grade II or greater was 1.3% in the sutureless valve group and 9.8% in the transcatheter aortic valve implantation group (P < .001). At 60 months follow-up, the all-cause death rate was lower in the sutureless valve group than in the transcatheter aortic valve implantation group (sutureless valve = 16.1% ± 4.1% vs transcatheter aortic valve implantation = 28.9% ± 5.3%, P = .006), and the major adverse cardiovascular event rate was lower in the sutureless valve group (sutureless valve = 23.5% ± 4.1% vs transcatheter aortic valve implantation = 39.0% ± 5.6%, P = .002). Multivariable Cox regression identified transcatheter aortic valve implantation as an independent predictor for 5-year mortality and major adverse cardiovascular events (hazard ratio, 1.86; confidence interval, 1.09-3.18; P = .022) (hazard ratio, 1.73; confidence interval, 1.13-2.73; P = .010). CONCLUSIONS: Sutureless valves improved the outcomes of aortic stenosis in elderly patients with an intermediate risk profile when compared with transcatheter aortic valve implantation. The use of transcatheter aortic valve implantation in this subset population should be evaluated in further controlled randomized trials with sutureless valve use in a comparative cohort.


Assuntos
Estenose da Valva Aórtica/cirurgia , Valva Aórtica/cirurgia , Implante de Prótese de Valva Cardíaca/instrumentação , Próteses Valvulares Cardíacas , Procedimentos Cirúrgicos sem Sutura/instrumentação , Substituição da Valva Aórtica Transcateter/instrumentação , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Valva Aórtica/diagnóstico por imagem , Valva Aórtica/fisiopatologia , Estenose da Valva Aórtica/diagnóstico por imagem , Estenose da Valva Aórtica/mortalidade , Estenose da Valva Aórtica/fisiopatologia , Europa (Continente) , Feminino , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/mortalidade , Humanos , Masculino , Complicações Pós-Operatórias/mortalidade , Complicações Pós-Operatórias/cirurgia , Desenho de Prótese , Reoperação , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Procedimentos Cirúrgicos sem Sutura/efeitos adversos , Procedimentos Cirúrgicos sem Sutura/mortalidade , Fatores de Tempo , Substituição da Valva Aórtica Transcateter/efeitos adversos , Substituição da Valva Aórtica Transcateter/mortalidade , Resultado do Tratamento
14.
Ann Thorac Surg ; 113(1): 66-74, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33771501

RESUMO

BACKGROUND: With wide expansion of transcatheter aortic valve replacement (TAVR) and dissemination of multidisciplinary-based approaches to care, societies are discussing the implementation of a tier system to valve centers. This study explores the impact of tier-based systems of care on surgical aortic valve replacement (SAVR) outcomes at institutions that perform SAVR only. METHODS: Medicare beneficiaries undergoing SAVR procedures from 2012 to 2015 were included. The SAVR hospitals were stratified into either tier A, valve centers with a TAVR program; or tier B, valve centers without a TAVR program. Adjusted survival, assessed by multivariable Cox regression, controlled for program type and patient risk profile. Time-dependent analysis accounted for hospitals that initiated a TAVR program during the study period. RESULTS: Overall, there were 562 tier A and 485 tier B SAVR hospitals. Tier A hospitals had significantly higher comorbidity burden compared with tier B hospitals (all P < .05) but had significantly lower rates of 30-day mortality (3.2% vs 4.1%) and 1-year mortality (8.1% vs 9.4%; both P < .05). After risk stratification, tier B hospitals had significantly worse 30-day mortality compared with tier A hospitals for all patient risk-profiles, except for the low-risk patients (P < .01). These findings persisted in the time-dependent analysis. Adjusted midterm survival was higher in tier A vs tier B hospitals. CONCLUSIONS: Low-risk patients can safely undergo SAVR in both tier level hospitals without compromising outcomes. Establishment of quality of care measures, especially in the SAVR-only hospitals, remains paramount and should be closely integrated when designing tier-based systems for aortic valve replacement care.


Assuntos
Valva Aórtica/cirurgia , Implante de Prótese de Valva Cardíaca , Idoso , Idoso de 80 Anos ou mais , Atenção à Saúde , Feminino , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/mortalidade , Mortalidade Hospitalar , Humanos , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais
15.
Ann Thorac Surg ; 113(1): 25-32, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33705779

RESUMO

BACKGROUND: This study aims to comprehensively characterize details of aortic and aortic valve reinterventions after aortic root replacement (ARR). METHODS: Between 2005 and 2019, 882 patients underwent ARR. Indications were aneurysm in 666, aortic valve related in 116, aortic dissection in 64, and infective endocarditis (IE) in 36. Valve-sparing root replacement was performed in 290 patients, whereas a Bio-Bentall procedure was done in 528. Among them, 52 patients (5.9%) required reintervention. The incidence, cause, and time to reintervention and the outcomes after reintervention were investigated. A cause-specific Cox hazard model was performed to identify predictors for reintervention after ARR. RESULTS: The 10-year cumulative incidence of aortic and aortic valve reintervention after ARR was 10.3% (95% confidence interval, 7.3%-14.0%). Age per year decrease was the only independent predictor for reintervention (subdistribution hazard ratio, 0.97; 95% confidence interval, 0.95-0.99). The causes for 52 reinterventions were aortic valve causes in 29 patients (55.8%), including aortic stenosis/insufficiency, and prosthetic valve dysfunction; IE in 15 (28.9%); aortic-related causes in 7 (13.5%), including pseudoaneurysm, development of aneurysm, and residual dissection; and coronary button pseudoaneurysm in 1 (1.9%). Median time to reintervention was 11.0 months (interquartile range, 2.0-20.5) for IE, 24.0 months (interquartile range, 3.7-46.1) for aortic-related causes, and 77.0 months (interquartile range, 28.4-97.6) for aortic valve-related causes (P = .005). Overall in-hospital mortality after the reinterventions was 7.7% (4/52) with 20.0% for IE (3/15). CONCLUSIONS: Reintervention for IE occurred relatively early after ARR, whereas aortic valve- and aortic-related reinterventions gradually increased over time. In-hospital mortality after the reintervention was low, with the exception of IE.


Assuntos
Valva Aórtica/cirurgia , Implante de Prótese de Valva Cardíaca , Adulto , Idoso , Endocardite/mortalidade , Feminino , Implante de Prótese de Valva Cardíaca/mortalidade , Mortalidade Hospitalar , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Reoperação/mortalidade , Reoperação/estatística & dados numéricos , Estudos Retrospectivos
16.
Ann Thorac Surg ; 113(1): 83-91, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33713638

RESUMO

BACKGROUND: The Ross procedure is rarely considered in older patients. The aim of this study is to compare the perioperative and long-term outcomes of patients aged 50 years and older with younger patients after the Ross procedure. METHODS: Between 1992 and 2018, 455 patients underwent the Ross procedure utilizing the inclusion technique. Patients with redo surgery, nonaortic procedures, and unsupported root replacement were excluded. The remaining were matched for native valve morphology, valve lesion, and annular manipulation and yielded 96 matched pairs. Preoperative and operative characteristics, perioperative outcomes, survival rates, valve-related adverse events, and valve hemodynamics were assessed. RESULTS: There was no in-hospital mortality. The median follow-up was 11 years for both cohorts. Overall survival at 15 years was similar: 99% (95% confidence interval [CI] 89.8%-99.8%) for patients aged ≥50 years and 98% (95% CI 89.3-99.7%) for younger patients. Patients 50 years and older had a notable freedom from Ross-related reintervention at 15 years: 94% (95% CI 84.8%-97.7%) vs 90% (95% CI 80.2%-95.6%) in younger patients. The mixed model analysis revealed that being 50 years and older was not significantly associated with higher autograft gradient or regurgitation. Interestingly, being 50 years and older correlated with decreased allograft regurgitation and stenosis. CONCLUSIONS: Older patients undergoing the Ross procedure had comparable outcomes to younger patients. Patients aged 50 years and over who are high-functioning with minimal comorbidities should be considered for the Ross procedure.


Assuntos
Implante de Prótese de Valva Cardíaca/mortalidade , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Ecocardiografia , Feminino , Implante de Prótese de Valva Cardíaca/efeitos adversos , Mortalidade Hospitalar , Humanos , Masculino , Pessoa de Meia-Idade , Morbidade , Reoperação , Estudos Retrospectivos
17.
Ann Thorac Surg ; 113(1): 100-108, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33667456

RESUMO

BACKGROUND: The optimal prosthesis for aortic valve replacement (AVR) with concomitant coronary artery bypass grafting (CABG) is controversial. We investigated postoperative outcomes in these patients with a biological prosthesis or mechanical prosthesis. METHODS: A retrospective cohort analysis was performed of 2485 patients aged 50 to 69 years who underwent AVR+CABG in Hubei province hospitals from 2002 to 2018. The median follow-up duration was 6.5 years (interquartile range, 0-15.8 years). Propensity score matching for 18 baseline characteristics yielded 346 patient pairs between bioprosthetic and mechanical prosthetic groups. End points were death, stroke, major bleeding event, and reoperation. RESULTS: No differences in survival, stroke, or overall reoperation rates were observed between the bioprosthetic and mechanical valve groups. The 15-year cumulative incidence of reoperation due to prosthesis failure/dysfunction was higher in the bioprosthetic group (hazard ratio [HR], 2.72; 95% confidence interval [CI], 1.26-5.88; P = .011), whereas the 15-year cumulative incidence of reoperation due to coronary artery disease progression/bypass failure was similar between 2 groups (HR, 0.76; 95% CI, 0.37-1.57; P = .459). Mechanical valves were associated with a higher 15-year cumulative incidence of major bleeding events compared with bioprosthetic valves (HR, 1.92; 95% CI, 1.16-3.19; P = .012). CONCLUSIONS: Long-term survival, overall reoperation, or stroke incidence was comparable among the 2 groups, while patients with a mechanical valve showed a greater likelihood of major bleeding events. Regarding the limited durability of bioprosthetic valves, a larger sample size monitored for 15 or more years will be necessary to determine the optimal aortic valve prosthesis for patients aged 50 to 69 years undergoing concurrent AVR and CABG.


Assuntos
Valva Aórtica/cirurgia , Ponte de Artéria Coronária/mortalidade , Implante de Prótese de Valva Cardíaca/mortalidade , Idoso , Bioprótese , Ponte de Artéria Coronária/efeitos adversos , Feminino , Implante de Prótese de Valva Cardíaca/efeitos adversos , Humanos , Masculino , Pessoa de Meia-Idade , Hemorragia Pós-Operatória/epidemiologia , Pontuação de Propensão , Reoperação , Estudos Retrospectivos , Acidente Vascular Cerebral/epidemiologia
18.
J Cardiovasc Surg (Torino) ; 63(1): 85-90, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-34825793

RESUMO

BACKGROUND: Despite excellent outcomes and reduced invasiveness, the right anterolateral thoracotomy approach for aortic valve replacement (RALT-AVR) has not been broadly adopted. This study provides results regarding the initial experience and learning curve of a single surgeon performing this procedure. METHODS: Periprocedural details and postoperative outcomes of the first 100 consecutive patients who underwent RALT-AVR at our institution were retrospectively analyzed. We conducted a cumulative sum analysis of surgical failure, defined as occurrence of 30-day-mortality, surgical revision for bleeding, conversion to sternotomy, 3rd degree heart block, paravalvular leakage, postoperative stroke or mean transvalvular gradient >20 mmHg. RESULTS: The cohort was of low surgical risk (mean EuroSCORE II 1.31%±0.85, mean STS PROM 1.45%±0.97), 58% were males. Median cross-clamp time was 67.5 (57.8-76) min, median CPB time 105 (91.8-119) min, and median operation time 164.5 (144.5-183.2) min. There were no conversions to full sternotomy, 4 cases of revision for bleeding and 2 pacemaker implantations for 3rd degree heart block. Prosthesis function was good (median ΔPmean 10.9 [7.4-13.6] mmHg). Thirty-day-mortality was 0%. The log-likelihood graph never crossed the upper boundary, and after a steady decrease, crossed the lower boundary at 93 patients. CONCLUSIONS: RALT-AVR can be performed with acceptable procedural times and satisfactory outcomes. For a well-trained surgeon, adapting to this new procedure does not expose patients to an increased risk, when patient selection and procedural planning are applied appropriately. Cumulative sum failure analysis is an appropriate tool to monitor the transition from standard AVR to the technically more demanding RALT-AVR.


Assuntos
Valva Aórtica/cirurgia , Competência Clínica , Doenças das Valvas Cardíacas/cirurgia , Implante de Prótese de Valva Cardíaca , Curva de Aprendizado , Toracotomia , Valva Aórtica/diagnóstico por imagem , Valva Aórtica/fisiopatologia , Feminino , Doenças das Valvas Cardíacas/diagnóstico por imagem , Doenças das Valvas Cardíacas/mortalidade , Doenças das Valvas Cardíacas/fisiopatologia , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/instrumentação , Implante de Prótese de Valva Cardíaca/mortalidade , Humanos , Masculino , Duração da Cirurgia , Complicações Pós-Operatórias/mortalidade , Complicações Pós-Operatórias/cirurgia , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Toracotomia/efeitos adversos , Fatores de Tempo , Resultado do Tratamento
19.
CMAJ ; 193(46): E1757-E1765, 2021 11 22.
Artigo em Inglês | MEDLINE | ID: mdl-34810162

RESUMO

BACKGROUND: Coronary artery bypass grafting (CABG) and surgical aortic valve replacement (AVR) are the 2 most common cardiac surgery procedures in North America. We derived and externally validated clinical models to estimate the likelihood of death within 30 days of CABG, AVR or combined CABG + AVR. METHODS: We obtained data from the CorHealth Ontario Cardiac Registry and several linked population health administrative databases from Ontario, Canada. We derived multiple logistic regression models from all adult patients who underwent CABG, AVR or combined CABG + AVR from April 2017 to March 2019, and validated them in 2 temporally distinct cohorts (April 2015 to March 2017 and April 2019 to March 2020). RESULTS: The derivation cohorts included 13 435 patients who underwent CABG (30-d mortality 1.73%), 1970 patients who underwent AVR (30-d mortality 1.68%) and 1510 patients who underwent combined CABG + AVR (30-d mortality 3.05%). The final models for predicting 30-day mortality included 15 variables for patients undergoing CABG, 5 variables for patients undergoing AVR and 5 variables for patients undergoing combined CABG + AVR. Model discrimination was excellent for the CABG (c-statistic 0.888, optimism-corrected 0.866) AVR (c-statistic 0.850, optimism-corrected 0.762) and CABG + AVR (c-statistic 0.844, optimism-corrected 0.776) models, with similar results in the validation cohorts. INTERPRETATION: Our models, leveraging readily available, multidimensional data sources, computed accurate risk-adjusted 30-day mortality rates for CABG, AVR and combined CABG + AVR, with discrimination comparable to more complex American and European models. The ability to accurately predict perioperative mortality rates for these procedures will be valuable for quality improvement initiatives across institutions.


Assuntos
Ponte de Artéria Coronária/mortalidade , Implante de Prótese de Valva Cardíaca/mortalidade , Adulto , Idoso , Valva Aórtica/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Ontário/epidemiologia , Valor Preditivo dos Testes , Sistema de Registros , Estudos Retrospectivos
20.
J Am Coll Cardiol ; 78(6): 545-558, 2021 08 10.
Artigo em Inglês | MEDLINE | ID: mdl-34353531

RESUMO

BACKGROUND: Cardiovascular magnetic resonance (CMR) is increasingly used for risk stratification in aortic stenosis (AS). However, the relative prognostic power of CMR markers and their respective thresholds remains undefined. OBJECTIVES: Using machine learning, the study aimed to identify prognostically important CMR markers in AS and their thresholds of mortality. METHODS: Patients with severe AS undergoing AVR (n = 440, derivation; n = 359, validation cohort) were prospectively enrolled across 13 international sites (median 3.8 years' follow-up). CMR was performed shortly before surgical or transcatheter AVR. A random survival forest model was built using 29 variables (13 CMR) with post-AVR death as the outcome. RESULTS: There were 52 deaths in the derivation cohort and 51 deaths in the validation cohort. The 4 most predictive CMR markers were extracellular volume fraction, late gadolinium enhancement, indexed left ventricular end-diastolic volume (LVEDVi), and right ventricular ejection fraction. Across the whole cohort and in asymptomatic patients, risk-adjusted predicted mortality increased strongly once extracellular volume fraction exceeded 27%, while late gadolinium enhancement >2% showed persistent high risk. Increased mortality was also observed with both large (LVEDVi >80 mL/m2) and small (LVEDVi ≤55 mL/m2) ventricles, and with high (>80%) and low (≤50%) right ventricular ejection fraction. The predictability was improved when these 4 markers were added to clinical factors (3-year C-index: 0.778 vs 0.739). The prognostic thresholds and risk stratification by CMR variables were reproduced in the validation cohort. CONCLUSIONS: Machine learning identified myocardial fibrosis and biventricular remodeling markers as the top predictors of survival in AS and highlighted their nonlinear association with mortality. These markers may have potential in optimizing the decision of AVR.


Assuntos
Estenose da Valva Aórtica , Fibrose/diagnóstico por imagem , Implante de Prótese de Valva Cardíaca , Imagem Cinética por Ressonância Magnética , Miocárdio/patologia , Remodelação Ventricular , Idoso , Estenose da Valva Aórtica/complicações , Estenose da Valva Aórtica/diagnóstico , Estenose da Valva Aórtica/mortalidade , Técnicas de Imagem Cardíaca/métodos , Feminino , Testes de Função Cardíaca/métodos , Implante de Prótese de Valva Cardíaca/métodos , Implante de Prótese de Valva Cardíaca/mortalidade , Humanos , Aprendizado de Máquina , Imagem Cinética por Ressonância Magnética/métodos , Imagem Cinética por Ressonância Magnética/estatística & dados numéricos , Masculino , Prognóstico , Reprodutibilidade dos Testes , Medição de Risco/métodos , Índice de Gravidade de Doença , Análise de Sobrevida
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