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The generalization of deep neural network algorithms to a broader population is an important challenge in the medical field. We aimed to apply self-supervised learning using masked autoencoders (MAEs) to improve the performance of the 12-lead electrocardiography (ECG) analysis model using limited ECG data. We pretrained Vision Transformer (ViT) models by reconstructing the masked ECG data with MAE. We fine-tuned this MAE-based ECG pretrained model on ECG-echocardiography data from The University of Tokyo Hospital (UTokyo) for the detection of left ventricular systolic dysfunction (LVSD), and then evaluated it using multi-center external validation data from seven institutions, employing the area under the receiver operating characteristic curve (AUROC) for assessment. We included 38,245 ECG-echocardiography pairs from UTokyo and 229,439 pairs from all institutions. The performances of MAE-based ECG models pretrained using ECG data from UTokyo were significantly higher than that of other Deep Neural Network models across all external validation cohorts (AUROC, 0.913-0.962 for LVSD, p < 0.001). Moreover, we also found improvements for the MAE-based ECG analysis model depending on the model capacity and the amount of training data. Additionally, the MAE-based ECG analysis model maintained high performance even on the ECG benchmark dataset (PTB-XL). Our proposed method developed high performance MAE-based ECG analysis models using limited ECG data.
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Eletrocardiografia , Redes Neurais de Computação , Humanos , Eletrocardiografia/métodos , Masculino , Feminino , Aprendizado de Máquina Supervisionado , Pessoa de Meia-Idade , Curva ROC , Disfunção Ventricular Esquerda/fisiopatologia , Disfunção Ventricular Esquerda/diagnóstico , Idoso , Algoritmos , Ecocardiografia/métodos , Aprendizado Profundo , AdultoRESUMO
Background: Percutaneous left atrial appendage closure (LAAC) is an effective therapy to prevent thromboembolic events among patients with atrial fibrillation (AF). However, since the left atrial appendage (LAA) contributes to left atrial volume and serves as a buffer for increasing left atrial pressure, this procedure may impair left atrium (LA) compliance, enlarge LA, and deteriorate diastolic function. In this study, we sought to investigate the change in left atrial volume index (LAVI) following LAAC and its effect on prognosis. Methods and Results: We analyzed 225 patients from the OCEAN-LAAC registry, an ongoing, multicenter Japanese study. Comparing LAVI measurements at baseline and 6 months after LAAC, no significant increase was observed (55.0 [44.0, 70.0] ml/m2 vs. 55.0 [42.0, 75.6] ml/m2; P = 0.31). However, some patients underwent LAVI increase. Particularly, a smaller LAVI (odds ratio [OR]: 0.98 [95 % confidence interval (CI): 0.97-0.996]) and elevated tricuspid regurgitation pressure (TRPG) at baseline (OR: 1.04 [95 % CI: 1.00 - 1.08]) were significantly related to the increase in LAVI at 6-month follow-up. In addition, a 5 ml/m2 increase in LAVI was significantly associated with subsequent heart failure hospitalization (HFH) (hazard ratio: 3.37 [95 % CI: 1.18-9.65]). This association, however, was not observed in patients with lower baseline LAVI (≤55 ml/m2) but was only seen in those with a baseline LAVI over 55 ml/m2. Conclusion: Our study demonstrated an increase in LAVI after LAAC was related to smaller LAVI or elevated TRPG at baseline. The LAVI increase was significantly associated with subsequent HFH.
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Background: Although takotsubo syndrome (TTS) is characterized by transient systolic dysfunction of the left ventricle (LV), the time course and mechanism of LV function recovery remain elusive. The aim of this study is to evaluate cardiac functional recovery in TTS via serial cardiac magnetic resonance feature tracking (CMR-FT). Methods: In this Japanese multicenter registry, patients with newly diagnosed TTS were prospectively enrolled. In patients who underwent serial cardiovascular magnetic resonance (CMR) imaging at 1 month and 1 year after the onset, CMR-FT was performed to determine the global circumferential strain (GCS), global radial strain (GRS) and global longitudinal strain (GLS). We compared LV ejection fraction, GCS, GRS and GLS at 1 month and 1 year after the onset of TTS. Results: Eighteen patients underwent CMR imaging in one month and one year after the onset in the present study. LV ejection fraction had already normalized at 1 month after the onset, with no significant difference between 1 month and 1 year (55.8 ± 9.2% vs. 58.9 ± 7.3%, p = 0.09). CMR-FT demonstrated significant improvement in GCS from 1 month to 1 year (-16.7 ± 3.4% vs. -18.5 ± 3.2%, p < 0.01), while there was no significant difference in GRS and GLS between 1 month and year (GRS: 59.6 ± 24.2% vs. 59.4 ± 17.3%, p = 0.95, GLS: -12.8 ± 5.9% vs. -13.8 ± 4.9%, p = 0.42). Conclusions: Serial CMR-FT analysis revealed delayed improvement of GCS compared to GRS and GLS despite of rapid recovery of LV ejection fraction. CMR-FT can detect subtle impairment of LV systolic function during the recovery process in patients with TTS.
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BACKGROUND: The comparative efficacy and safety of adjusted- and standard-dose prasugrel in East Asian patients with acute myocardial infarction (AMI) undergoing percutaneous coronary intervention (PCI) remain unclear. This study aimed to comparatively assess the ischaemic and bleeding outcomes of adjusted-dose (maintenance dose: 3.75 mg) and standard-dose (maintenance dose: 10 mg) prasugrel in East Asian patients with AMI undergoing PCI. METHODS: From a combined dataset sourced from nationwide AMI registries in Japan and South Korea (n = 17,118), patients treated with either adjusted- or standard-dose prasugrel were identified. Patients who did not undergo emergent PCI, those on oral anticoagulants, and those meeting the criteria of contraindication of prasugrel in South Korea (age ≥ 75 years, body weight < 60 kg, or history of stroke) were excluded. Major adverse cardiovascular events (MACE) and Thrombolysis in Myocardial Infarction (TIMI) major bleeding events were compared between the adjusted-dose (n = 1160) and standard-dose (n = 1086) prasugrel groups. RESULTS: Within the propensity-matched cohort (n = 702 in each group), no significant difference was observed in the in-hospital MACE between the adjusted- and standard-dose prasugrel groups (1.85% vs. 2.71%, odds ratio [OR] 0.68, 95% confidence interval [CI] 0.33-1.38, p = 0.286). However, the incidence of in-hospital major bleeding was significantly lower in the adjusted-dose prasugrel group than in the standard-dose group (0.43% vs. 1.71%, OR 0.25, 95% CI 0.07-0.88, p = 0.031). The cumulative 12-month incidence of MACE was equivalent in both groups (4.70% vs. 4.70%, OR 1.00, 95% CI 0.61-1.64, p = 1.000). CONCLUSIONS: Among East Asian patients with AMI undergoing PCI, those administered adjusted-dose prasugrel exhibited a lower risk of in-hospital bleeding events than those administered standard-dose prasugrel, while maintaining a comparable 1-year incidence of MACE.
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Infarto do Miocárdio , Intervenção Coronária Percutânea , Cloridrato de Prasugrel , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos de Coortes , Relação Dose-Resposta a Droga , População do Leste Asiático , Hemorragia/induzido quimicamente , Hemorragia/epidemiologia , Japão/epidemiologia , Infarto do Miocárdio/epidemiologia , Intervenção Coronária Percutânea/métodos , Inibidores da Agregação Plaquetária/administração & dosagem , Inibidores da Agregação Plaquetária/efeitos adversos , Cloridrato de Prasugrel/administração & dosagem , Cloridrato de Prasugrel/efeitos adversos , Sistema de Registros , República da Coreia/epidemiologia , Resultado do TratamentoRESUMO
BACKGROUND: Limited data are available regarding clinical outcomes after percutaneous left atrial appendage closure using WATCHMAN FLX (WM-FLX) and WATCHMAN-2.5 (WM2.5) devices in Asian patients. METHODSâANDâRESULTS: Data of 1,464 consecutive patients (WM-FLX, n=909; WM2.5, n=555) were extracted from a Japanese multicenter registry, and clinical data were compared between the 2 groups. No in-hospital deaths, periprocedural stroke, or device embolization occurred. Procedural success was significantly higher in the WM-FLX than WM2.5 group (95.8% vs. 91.9%; P=0.002) owing to the lower incidence of periprocedural pericardial effusion (0.55% vs. 1.8%; P=0.021). No significant differences in all-cause death, postprocedural stroke, and device-related thrombus were observed between the 2 groups. However, the cumulative bleeding rate at 1 year was substantially lower in the WM-FLX group (7.8% vs. 16.4%; P<0.001). Landmark analysis of bleeding events highlighted lower bleeding rates in the WM-FLX than WM2.5 group within the first 6 months (6.4% vs. 14.8%; P<0.001), with comparable bleeding rates over the 6- to 12-month period (1.5% vs. 3.2%, respectively; P=0.065). CONCLUSIONS: This study demonstrated higher early safety and lower 1-year bleeding rates in the WM-FLX than WM2.5 group. The lower bleeding events with WM-FLX are likely due to multiple factors other than purely difference in devices, such as postprocedural drug regimen.
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Apêndice Atrial , Fibrilação Atrial , Sistema de Registros , Humanos , Idoso , Apêndice Atrial/cirurgia , Masculino , Feminino , Idoso de 80 Anos ou mais , Fibrilação Atrial/cirurgia , Japão , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/prevenção & controle , Resultado do Tratamento , Pessoa de Meia-Idade , Oclusão do Apêndice Atrial EsquerdoRESUMO
Low body weight and advanced age are among the best predictors of osteoporosis. Osteoporosis Self-Assessment Tool (OST) values are calculated by a simple formula [(body weight in kilograms - age in years) × 0.2] to identify patients at increased risk of osteoporosis. In our recent single-center study, we demonstrated an association between OST and poor outcomes in postmenopausal women after transcatheter aortic valve replacement (TAVR). We aimed to investigate the impact of osteoporotic risk in men with aortic stenosis who underwent TAVR in a large cohort. In this multi-center study, 1,339 men who underwent TAVR between April 2010 and July 2023 were retrospectively analyzed. Women were excluded from the present study. All patients were deemed appropriate for TAVR after a review by a multidisciplinary team. Baseline characteristics of patients were compared by dividing patients into three tertiles, based on the OST value: ≤ - 6.16, - 6.16 to - 4.14, and - 4.14 < for tertiles 1, 2, and 3, respectively. Primary endpoint was all-cause mortality after TAVR. Tertile 1 (patients with the lowest OST values) included older patients with smaller body mass index, lower hemoglobin and albumin levels. In addition, they had greater clinical frailty scale, slower 5-meter walk test, weaker hand grip strength, and more cognitive impairment, indicating increased frailty. They were more severely symptomatic, with lower ejection fractions, smaller aortic valve areas, and more tricuspid regurgitation than were patients in the other two groups. Multivariate analysis revealed that OST tertiles 3 was associated with decreased risk of all-cause mortality (hazard ratio, 0.66; 95% confidence interval, 0.48-0.90), compared with OST tertile 1 as a reference. For OST tertiles 1, 2, and 3, the estimated 1-year survival rates of all-cause mortality post-TAVR were 83.6% ± 1.9%, 91.1% ± 1.4%, and 93.1% ± 1.3%, respectively, (log-rank, p < 0.001).ãIn conclusions, in men as same as women, osteoporotic risk assessed by OST values was overlapped with increased frailty. The simple OST formula was useful for predicting all-cause mortality in patients undergoing TAVR in large registry datasets.
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AIMS: The incidence and prognosis of symptomatic heart failure following acute myocardial infarction (AMI) in the primary percutaneous coronary intervention era have rarely been reported in the literature. This study aimed to (i) determine the incidence of heart failure admission among AMI survivors, (ii) compare 1 year outcomes between patients with heart failure admission and those without, and (iii) identify the independent risk factors associated with heart failure admission. METHODS AND RESULTS: The Japan Acute Myocardial Infarction Registry is a prospective multicentre registry from which data on consecutively enrolled patients with AMI from 50 institutions between 2015 and 2017 were obtained. Among the 3411 patients enrolled, 3226 who survived until discharge were included in this study. The primary endpoint was all-cause mortality. The secondary endpoints were major adverse cardiovascular events (defined as cardiovascular mortality, non-fatal myocardial infarction, or non-fatal cerebral infarction) and major bleeding events corresponding to Bleeding Academic Research Consortium Type 3 or 5. Clinical outcomes were compared between the patients who were and were not admitted for heart failure. Over a median follow-up of 12 months, 124 patients (3.8%) were admitted due to heart failure. Independent risk factors for heart failure admission included older age, female sex, Killip class ≥2 on admission, left ventricular ejection fraction <40%, estimated glomerular filtration rate ≤30 mL/min/1.73 m2, a history of malignancy, and non-use of angiotensin-converting enzyme inhibitors at discharge. The cumulative incidence of all-cause mortality was significantly higher in the heart failure admission group than in the no heart failure admission group (11.3% vs. 2.5%, P < 0.001). The rates of major adverse cardiovascular events (16.9% vs. 2.7%, P < 0.001) and major bleeding (6.5% vs. 1.6%, P < 0.001) were significantly higher in the heart failure admission group. Heart failure admission was associated with a higher risk of all-cause mortality, even after adjusting for potential confounders (adjusted hazard ratio: 2.41, 95% confidence interval: 1.33-4.39, P = 0.004). CONCLUSIONS: Utilizing real-world data of the contemporary percutaneous coronary intervention era from the Japan Acute Myocardial Infarction Registry database, this study demonstrates that the heart failure admission of AMI survivors was significantly associated with higher all-cause mortality rates.
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Insuficiência Cardíaca , Infarto do Miocárdio , Sistema de Registros , Humanos , Masculino , Insuficiência Cardíaca/complicações , Insuficiência Cardíaca/epidemiologia , Feminino , Idoso , Infarto do Miocárdio/complicações , Infarto do Miocárdio/epidemiologia , Infarto do Miocárdio/mortalidade , Prognóstico , Japão/epidemiologia , Estudos Prospectivos , Incidência , Seguimentos , Fatores de Risco , Pessoa de Meia-Idade , Taxa de Sobrevida/tendências , Hospitalização/estatística & dados numéricos , Causas de Morte/tendências , Intervenção Coronária Percutânea , Sobreviventes/estatística & dados numéricosRESUMO
BACKGROUND: The extent of cardiac damage and its association with clinical outcomes in patients undergoing transcatheter edge-to-edge repair (TEER) for degenerative mitral regurgitation remains unclear. This study was aimed to investigate cardiac damage in patients with degenerative mitral regurgitation treated with TEER and its association with outcomes. METHODS: We analyzed patients with degenerative mitral regurgitation treated with TEER in the Optimized Catheter Valvular Intervention-Mitral registry, which is a prospective, multicenter observational data collection in Japan. The study subjects were classified according to the extent of cardiac damage at baseline: no extravalvular cardiac damage (stage 0), mild left ventricular or left atrial damage (stage 1), moderate left ventricular or left atrial damage (stage 2), or right heart damage (stage 3). Two-year mortality after TEER was compared using Kaplan-Meier analysis. RESULTS: Out of 579 study participants, 8 (1.4%) were classified as stage 0, 76 (13.1%) as stage 1, 319 (55.1%) as stage 2, and 176 (30.4%) as stage 3. Two-year survival was 100% in stage 0, 89.5% in stage 1, 78.9% in stage 2, and 75.3% in stage 3 (P=0.013). Compared with stage 0 to 1, stage 2 (hazard ratio, 3.34 [95% CI, 1.03-10.81]; P=0.044) and stage 3 (hazard ratio, 4.51 [95% CI, 1.37-14.85]; P=0.013) were associated with increased risk of 2-year mortality after TEER. Significant reductions in heart failure rehospitalization rate and New York Heart Association functional scale were observed following TEER (both, P<0.001), irrespective of the stage of cardiac damage. CONCLUSIONS: Advanced cardiac damage is associated with an increased risk of mortality in patients undergoing TEER for degenerative mitral regurgitation. REGISTRATION: URL: https://www.clinicaltrials.gov; Unique identifier: UMIN000023653.
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Cateterismo Cardíaco , Implante de Prótese de Valva Cardíaca , Insuficiência da Valva Mitral , Valva Mitral , Sistema de Registros , Humanos , Insuficiência da Valva Mitral/cirurgia , Insuficiência da Valva Mitral/diagnóstico por imagem , Insuficiência da Valva Mitral/mortalidade , Insuficiência da Valva Mitral/fisiopatologia , Masculino , Feminino , Idoso , Valva Mitral/cirurgia , Valva Mitral/fisiopatologia , Valva Mitral/diagnóstico por imagem , Japão , Cateterismo Cardíaco/efeitos adversos , Cateterismo Cardíaco/mortalidade , Resultado do Tratamento , Fatores de Tempo , Estudos Prospectivos , Fatores de Risco , Idoso de 80 Anos ou mais , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/mortalidade , Implante de Prótese de Valva Cardíaca/instrumentação , Medição de Risco , Recuperação de Função Fisiológica , Traumatismos Cardíacos/mortalidade , Traumatismos Cardíacos/etiologia , Traumatismos Cardíacos/terapia , Traumatismos Cardíacos/diagnóstico por imagemRESUMO
Background: Transcatheter edge-to-edge mitral valve repair (TEER) has emerged as a viable approach to addressing substantial secondary mitral regurgitation. In the contemporary landscape where ultimate heart failure-specific therapies, such as cardiac replacement modalities, are available, prognosticating a high-risk cohort susceptible to early cardiac mortality post-TEER is pivotal for formulating an effective therapeutic regimen. Methods: Our study encompassed individuals with secondary mitral regurgitation and chronic heart failure enlisted in the multi-center (Optimized CathEter vAlvular iNtervention (OCEAN)-Mitral registry. We conducted an assessment of baseline variables associated with cardiac death within one year following TEER. Results: Amongst the 1517 patients (median age: 78 years, 899 males), 101 experienced cardiac mortality during the 1-year observation period after undergoing TEER. Notably, a history of heart failure-related admissions within the preceding year, utilization of intravenous inotropes, and elevated plasma B-type natriuretic peptide levels emerged as independent prognosticators for the primary outcome (p < 0.05 for all). Subsequently, we devised a novel risk-scoring system encompassing these variables, which significantly stratified the cumulative incidence of the 1-year primary outcome (16%, 8%, and 4%, p < 0.001). Conclusions: Our study culminated in the development of a new risk-scoring system aimed at predicting 1-year cardiac mortality post-TEER.
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Patients with hypertrophic cardiomyopathy (HCM) often have atrial fibrillation, and empiric anticoagulation is recommended in these patients, regardless of other risk factors. However, anticoagulation is not recommended for patients who require hemodialysis (HD) because of the high bleeding risk. We herein report a case of left atrial appendage closure (LAAC) using the Watchman FLX system for a dilated phase HCM patient complicated by persistent atrial fibrillation and requiring HD. LAAC with the Watchman FLX system may be an alternative to antithrombotic medications in patients with dilated HCM complicated by atrial fibrillation and requiring HD.
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Apêndice Atrial , Fibrilação Atrial , Cardiomiopatia Hipertrófica , Falência Renal Crônica , Acidente Vascular Cerebral , Humanos , Fibrilação Atrial/complicações , Fibrilação Atrial/cirurgia , Anticoagulantes/uso terapêutico , Acidente Vascular Cerebral/etiologia , Oclusão do Apêndice Atrial Esquerdo , Resultado do Tratamento , Diálise Renal/efeitos adversos , Apêndice Atrial/diagnóstico por imagem , Apêndice Atrial/cirurgia , Falência Renal Crônica/complicações , Falência Renal Crônica/terapiaAssuntos
Apêndice Atrial , Fibrilação Atrial , Acidente Vascular Cerebral , Humanos , Apêndice Atrial/diagnóstico por imagem , Apêndice Atrial/cirurgia , Oclusão do Apêndice Atrial Esquerdo , Fibrilação Atrial/cirurgia , Ecocardiografia Transesofagiana , Resultado do Tratamento , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/prevenção & controle , Cateterismo CardíacoRESUMO
BACKGROUND: When frailty is considered in patient selection, better outcomes are achieved in transcatheter aortic valve replacement (TAVR) procedures. This study investigated whether patient photographs could be utilized to qualitatively assess patient frailty and independently predict poor outcomes following TAVR. METHODS: This study included 1345 patients with severe aortic stenosis who underwent TAVR at the Sakakibara Heart Institute, Japan, between 2013 and 2022. Patient photographs were taken prior to the initial outpatient clinic examination or at discharge in case the patient's first visit was unplanned admission. Frailty was assessed from patient photographs using a four-point photographic frailty scale; 1 (non-frail), 2 (vulnerable), 3 (mild frail), and 4 (frail). Photographic frailty scale of 3 and 4 were defined as high. The primary endpoint was all-cause mortality following TAVR. RESULTS: Seven hundred ninety-six patients who had their facial photographs taken within six months before the TAVR procedure were analyzed. Patients with a higher photographic frailty scale belonged to New York Heart Association classes III/IV, and had higher Society of Thoracic Surgeons scores, higher incidence of wheelchair usage, lower hemoglobin, and smaller aortic valve areas. According to the frailty assessment, patients with a higher photographic frailty scale exhibited slower performance in the 5-m walk test, reduced hand grip strength, more severe dementia, had a higher clinical frailty scale, and lower serum albumin level. Multivariable Cox regression analysis revealed that the high photographic frailty scale was independently associated with all-cause mortality (adjusted hazard ratio 1.62, 95â¯% confidence interval 1.12-2.33, pâ¯=â¯0.010). Kaplan-Meier analysis indicated that patients with high photographic frailty scale had higher all-cause mortality rates compared to those with low scale (log-rank pâ¯=â¯0.011). CONCLUSIONS: Patient registration photographs can be used to obtain qualitative assessments of frailty in severe aortic stenosis cases, and such assessments can independently predict poor outcomes following TAVR.
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Estenose da Valva Aórtica , Fragilidade , Substituição da Valva Aórtica Transcateter , Humanos , Substituição da Valva Aórtica Transcateter/métodos , Fragilidade/diagnóstico , Fragilidade/complicações , Estenose da Valva Aórtica/complicações , Força da Mão , Resultado do Tratamento , Fatores de Risco , Valva Aórtica/cirurgiaRESUMO
Low body weight and advanced age are reported to be among the best predictors of osteoporosis, and osteoporosis self-assessment tool (OST) values are calculated using a simple formula to identify postmenopausal women at increased risk of osteoporosis. In our recent study, we demonstrated an association between fractures and poor outcomes in postmenopausal women following transcatheter aortic valve replacement (TAVR). In this study, we aimed to investigate the osteoporotic risk in women with severe aortic stenosis and determined whether an OST could predict all-cause mortality following TAVR. The study population comprised 619 women who underwent TAVR. Compared to a quarter of patients with diagnosis of osteoporosis, 92.4% of participants were at high risk of osteoporosis based on OST criteria. When divided into tertiles based on OST values, patients in tertile 1 (lowest OST) displayed increased frailty, a higher incidence of multiple fractures, and greater Society of Thoracic Surgeons scores. Estimated all-cause mortality survival rates 3 years post-TAVR were 84.2 ± 3.0%, 89.5 ± 2.6%, and 96.9 ± 1.7% for OST tertiles 1, 2, and 3, respectively (p = 0.001). Multivariate analysis showed that the OST tertile 3 was associated with decreased risk of all-cause mortality compared with OST tertile 1 as the referent. Notably, a history of osteoporosis was not associated with all-cause mortality. Patients with high osteoporotic risk are highly prevalent among those with aortic stenosis according to the OST criteria. OST value is a useful marker for predicting all-cause mortality in patients undergoing TAVR.
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Estenose da Valva Aórtica , Osteoporose , Substituição da Valva Aórtica Transcateter , Humanos , Feminino , Substituição da Valva Aórtica Transcateter/efeitos adversos , Resultado do Tratamento , Fatores de Risco , Estenose da Valva Aórtica/complicações , Osteoporose/complicações , Osteoporose/cirurgia , Valva Aórtica/cirurgiaRESUMO
Background: Transcatheter edge-to-edge repair (TEER) is a less invasive treatment for patients with mitral regurgitation (MR). Limited safety and efficacy data of TEER with MitraClip, including the fourth-generation (G4) system, in a large cohort, are available. Objectives: This study aimed to summarize the initial experience of the TEER system in patients with MR from a large registry in Japan. Methods: The OCEAN (Optimized CathEter vAlvular iNtervention)-Mitral Registry is an ongoing, prospective, investigator-initiated, multicenter, observational registry for patients with primary and secondary MR undergoing transcatheter mitral valve therapies. A total of 21 centers participated in the registry. Patients undergoing TEER were enrolled, and their characteristics, procedural details, and clinical outcomes were recorded. Results: In total, 2,150 patients including 1,605 patients (75.0%) with secondary MR, were enrolled between April 2018 and June 2021. The median age was 80 years, and 43.7% were women. The median device and fluoroscopy times were 60 and 26 minutes, respectively. Those with the G4 system (618/2,150 [28.7%]) were significantly shorter than those with the second generation (G2) system (1,532/2,150 [71.3%]). Overall, 94.6% met acute procedural success without significant differences between the 2 systems (G2 94.7% vs G4 94.6%; P = 0.961). Conclusions: The OCEAN-Mitral registry has demonstrated the short-term outcomes of TEER systems, including the G4 system, in symptomatic patients with primary and secondary MR. The acute procedural success rate in the G2 system was excellent, and that in the G4 system was expected to improve with the multidisciplinary heart valve team approach. (Japanese Registry study of valvular heart diseases treatment and prognosis; UMIN000023653).
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BACKGROUND AND AIMS: Artificial intelligence quantitative CT (AI-QCT) determines coronary plaque morphology with high efficiency and accuracy. Yet, its performance to quantify lipid-rich plaque remains unclear. This study investigated the performance of AI-QCT for the detection of low-density noncalcified plaque (LD-NCP) using near-infrared spectroscopy-intravascular ultrasound (NIRS-IVUS). METHODS: The INVICTUS Registry is a multi-center registry enrolling patients undergoing clinically indicated coronary CT angiography and IVUS, NIRS-IVUS, or optical coherence tomography. We assessed the performance of various Hounsfield unit (HU) and volume thresholds of LD-NCP using maxLCBI4mm ≥ 400 as the reference standard and the correlation of the vessel area, lumen area, plaque burden, and lesion length between AI-QCT and IVUS. RESULTS: This study included 133 atherosclerotic plaques from 47 patients who underwent coronary CT angiography and NIRS-IVUS The area under the curve of LD-NCP<30HU was 0.97 (95% confidence interval [CI]: 0.93-1.00] with an optimal volume threshold of 2.30 mm3. Accuracy, sensitivity, and specificity were 94% (95% CI: 88-96%], 93% (95% CI: 76-98%), and 94% (95% CI: 88-98%), respectively, using <30 HU and 2.3 mm3, versus 42%, 100%, and 27% using <30 HU and >0 mm3 volume of LD-NCP (p < 0.001 for accuracy and specificity). AI-QCT strongly correlated with IVUS measurements; vessel area (r2 = 0.87), lumen area (r2 = 0.87), plaque burden (r2 = 0.78) and lesion length (r2 = 0.88), respectively. CONCLUSIONS: AI-QCT demonstrated excellent diagnostic performance in detecting significant LD-NCP using maxLCBI4mm ≥ 400 as the reference standard. Additionally, vessel area, lumen area, plaque burden, and lesion length derived from AI-QCT strongly correlated with respective IVUS measurements.
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Doença da Artéria Coronariana , Placa Aterosclerótica , Humanos , Placa Aterosclerótica/diagnóstico , Doença da Artéria Coronariana/diagnóstico , Inteligência Artificial , Espectroscopia de Luz Próxima ao Infravermelho , Ultrassonografia de Intervenção/métodos , Tomografia Computadorizada por Raios X/métodos , Angiografia Coronária/métodos , Angiografia por Tomografia Computadorizada , Vasos Coronários/diagnóstico por imagem , Vasos Coronários/patologia , Lipídeos , Valor Preditivo dos TestesRESUMO
BACKGROUND: Left heart abnormalities are risk factors for heart failure. However, echocardiography is not always available. Electrocardiograms (ECGs), which are now available from wearable devices, have the potential to detect these abnormalities. Nevertheless, whether a model can detect left heart abnormalities from single Lead I ECG data remains unclear.MethodsâandâResults: We developed Lead I ECG models to detect low ejection fraction (EF), wall motion abnormality, left ventricular hypertrophy (LVH), left ventricular dilatation, and left atrial dilatation. We used a dataset comprising 229,439 paired sets of ECG and echocardiography data from 8 facilities, and validated the model using external verification with data from 2 facilities. The area under the receiver operating characteristic curves of our model was 0.913 for low EF, 0.832 for wall motion abnormality, 0.797 for LVH, 0.838 for left ventricular dilatation, and 0.802 for left atrial dilatation. In interpretation tests with 12 cardiologists, the accuracy of the model was 78.3% for low EF and 68.3% for LVH. Compared with cardiologists who read the 12-lead ECGs, the model's performance was superior for LVH and similar for low EF. CONCLUSIONS: From a multicenter study dataset, we developed models to predict left heart abnormalities using Lead I on the ECG. The Lead I ECG models show superior or equivalent performance to cardiologists using 12-lead ECGs.
Assuntos
Aprendizado Profundo , Cardiopatias Congênitas , Dispositivos Eletrônicos Vestíveis , Humanos , Eletrocardiografia , Ecocardiografia , Hipertrofia Ventricular Esquerda/diagnósticoRESUMO
BACKGROUND: This post hoc subanalysis aimed to investigate the impact of polyvascular disease (PolyVD) in patients with acute myocardial infarction (AMI) in the contemporary era of percutaneous coronary intervention (PCI).MethodsâandâResults: The Japan Acute Myocardial Infarction Registry (JAMIR), a multicenter prospective registry, enrolled 3,411 patients with AMI between December 2015 and May 2017. Patients were classified according to complications of a prior stroke and/or peripheral artery disease into an AMI-only group (involvement of 1 vascular bed [1-bed group]; n=2,980), PolyVD with one of the complications (2-bed group; n=383), and PolyVD with both complications (3-bed group; n=48). The primary endpoint was all-cause death. Secondary endpoints were major adverse cardiovascular events (MACE), including cardiovascular death, non-fatal myocardial infarction, non-fatal stroke, and major bleeding. In the 1-, 2-, and 3-bed groups, the cumulative incidence of all-cause death was 6.8%, 17.5%, and 23.7%, respectively (P<0.001); that of MACE was 7.4%, 16.4%, and 33.8% (P<0.001), respectively; and that of major bleeding was 4.8%, 10.0%, and 13.9% (P<0.001), respectively. PolyVD was independently associated with all-cause death (hazard ratio [HR] 2.21; 95% confidence interval [CI], 1.48-3.29), MACE (HR 2.07; 95% CI 1.40-3.07), and major bleeding (HR 1.68; 95% CI 1.04-2.71). CONCLUSIONS: PolyVD was significantly associated with worse outcomes, including thrombotic and bleeding events, in the contemporary era of PCI in AMI patients.
RESUMO
Background Limited data are available about clinical outcomes and residual mitral regurgitation (MR) after transcatheter edge-to-edge repair in the large Asian-Pacific cohort. Methods and Results From the Optimized Catheter Valvular Intervention (OCEAN-Mitral) registry, a total of 2150 patients (primary cause of 34.6%) undergoing transcatheter edge-to-edge repair were analyzed and classified into 3 groups according to the residual MR severity at discharge: MR 0+/1+, 2+, and 3+/4+. The mortality and heart failure hospitalization rates at 1 year were 12.3% and 15.0%, respectively. Both MR and symptomatic improvement were sustained at 1 year with MR ≤2+ in 94.1% of patients and New York Heart Association functional class I/II in 95.0% of patients. Compared with residual MR 0+/1+ (20.4%) at discharge, both residual MR 2+ (30.2%; P < 0.001) and 3+/4+ (32.4%; P = 0.007) were associated with the higher incidence of death or heart failure hospitalization (adjusted hazard ratio [HR], 1.59; P < 0.001, and adjusted HR, 1.73; P = 0.008). New York Heart Association class III/IV at 1 year was more common in the MR 3+/4+ group (20.0%) than in the MR 0+/1+ (4.6%; P < 0.001) and MR 2+ (6.4%; P < 0.001) groups, and the proportion of New York Heart Association class I is significantly higher in the MR 1+ group (57.8%) than in the MR 2+ group (48.3%; P = 0.02). Conclusions The OCEAN-Mitral registry demonstrated favorable clinical outcomes and sustained MR reduction at 1 year in patients undergoing transcatheter edge-to-edge repair. Both residual MR 2+ and 3+/4+ after transcatheter edge-to-edge repair at discharge were associated with worse clinical outcomes compared with residual MR 0+/1+. Registration Information https://upload.umin.ac.jp. Identifier: UMIN000023653.