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1.
Eur J Appl Physiol ; 2024 Aug 07.
Artículo en Inglés | MEDLINE | ID: mdl-39110159

RESUMEN

PURPOSE: The aim of this study was to examine the effect of vibration on motor unit (MU) firing behavior and physical performance of antagonist muscles in healthy young adult males. METHODS: Fourteen males (age = 24.3 ± 3.6 years) were included in this study. There were two conditions, one in which participants received 80 Hz vibration in the distal tendon of the hamstring for 30 s and the control condition (no vibration). High-density surface electromyography (HD-SEMG) signals and maximal voluntary contraction (MVC) of knee extensor muscles were evaluated before and after the respective conditions and recorded from the vastus lateralis muscle during submaximal ramp-up and sustained contractions at 30% MVC. Convolution blind source separation was used to decompose the HD-SEMG signals into individual MU firing behaviors. RESULTS: In total, 739 MUs were detected (control; 360 MUs and vibration; 379 MUs), and a total of 312 matched MUs were identified across both submaximal contraction conditions (control: 150 MUs; vibration: 162 MUs). Vibration significantly increased the discharge rate (p = 0.047) and decreased the recruitment threshold before and after intervention (p = 0.001) but not in the control condition. Furthermore, the recruitment threshold is a factor that influences discharge rate. Significant correlations were observed between the recruitment threshold and both the ∆ discharge rate and the ∆ recruitment threshold under the vibration condition (p < 0.001). CONCLUSION: Vibration increased in the discharge rate and decreased the recruitment threshold of the antagonist muscle. These findings suggested that vibration contributes to immediate changes in the neural control of antagonist muscles.

2.
Endocr J ; 2024 Aug 07.
Artículo en Inglés | MEDLINE | ID: mdl-39111873

RESUMEN

Testosterone production is important in males, and various physical and psychological abnormalities occur in individuals with low testosterone levels. In the present study, we aimed to examine the effects of longitudinal changes in total testosterone levels in the same cohort. We included 178 male subjects who visited our hospital multiple times between 2018 and 2023 for medical checkups for at least 3 years. The median baseline age and total testosterone level (TT) of the cohort were 61 years and 4.74 ng/mL, respectively. The patients were divided into four groups based on the difference in TT (ΔTT) between baseline and last visit (Q1, n = 45; Q2, n = 45; Q3, n = 44; Q4, n = 44). ΔTT values ranged from -3.07 to -0.78 ng/mL in Q1, from -0.75 to -0.05 ng/mL in Q2, from -0.03 to 0.73 ng/mL in Q3, and from 0.75 ng/mL to 3.4 ng/mL in Q4. The median ΔTT were -1.22 for Q1, -0.35 for Q2, +0.19 for Q3, and +1.43 for Q4. Decreased TT tended to increase body weight, body mass index, waist circumference, and visceral fat (p for trend 0.0136, 0.0272, 0.0354, and 0.0032, respectively), and decrease adiponectin level (p for trend 0.0219). Herein, we found that decreased TT increases visceral fat and decreases adiponectin levels.

3.
J Am Heart Assoc ; 13(15): e034412, 2024 Aug 06.
Artículo en Inglés | MEDLINE | ID: mdl-39082425

RESUMEN

BACKGROUND: There have been limited data on the changes in clinical outcomes after the introduction of direct oral anticoagulants (DOACs) for venous thromboembolism (VTE) in real clinical practice. We evaluated the changes in management strategies and long-term outcomes from the warfarin era to the DOAC era. METHODS AND RESULTS: We compared the 2 series of multicenter COMMAND VTE (Contemporary Management and Outcomes in Patients With Venous Thromboembolism) registries in Japan enrolling consecutive patients with acute symptomatic VTE: Registry 1: 3027 patients in the warfarin era (2010-2014) and Registry 2: 5197 patients in the DOAC era (2015-2020). The prevalence of DOAC use increased more in Registry 2 than in the Registry 1 (Registry 1: 2.6% versus Registry 2: 79%, P<0.001). The cumulative 5-year incidence of recurrent VTE was significantly lower in Registry 2 than in Registry 1 (10.5% versus 9.5%, P=0.02), and the risk reduction of recurrent VTE in Registry 2 remained significant even after adjusting the confounders (hazard ratio [HR], 0.78 [95% CI, 0.65-0.93]; P=0.005). The cumulative 5-year incidence of major bleeding was not significantly different between the 2 registries (12.1% versus 13.7%, P=0.26), and the risk of major bleeding between the 2 registries was not significantly different even after adjusting the confounders (HR, 1.04 [95% CI, 0.89-1.21]; P=0.63). CONCLUSIONS: Along with the shift from warfarin to DOACs, there was a lower risk of recurrent VTE in the DOAC era than in the warfarin era, whereas there was no apparent change in the risk of major bleeding, which might still be an unmet need even in the DOAC era.


Asunto(s)
Anticoagulantes , Inhibidores del Factor Xa , Hemorragia , Recurrencia , Sistema de Registros , Tromboembolia Venosa , Warfarina , Humanos , Tromboembolia Venosa/epidemiología , Tromboembolia Venosa/tratamiento farmacológico , Tromboembolia Venosa/diagnóstico , Masculino , Femenino , Warfarina/efectos adversos , Warfarina/uso terapéutico , Japón/epidemiología , Anciano , Persona de Mediana Edad , Administración Oral , Anticoagulantes/efectos adversos , Anticoagulantes/uso terapéutico , Hemorragia/inducido químicamente , Hemorragia/epidemiología , Incidencia , Inhibidores del Factor Xa/efectos adversos , Inhibidores del Factor Xa/uso terapéutico , Factores de Tiempo , Resultado del Tratamiento , Factores de Riesgo
4.
Artículo en Inglés | MEDLINE | ID: mdl-38981977

RESUMEN

BACKGROUND: Initial hemodynamic status in patients with acute pulmonary embolism (PE) concerns their acute clinical outcomes. Nevertheless, the characteristics of initial hemodynamic dysfunction and acute mortality in PE patients with active cancer is still controversial. METHODS: We analyzed the data of 1715 PE patients in the COMMAND VTE Registry to compare initial hemodynamic dysfunction, management strategies, and mortality outcomes at 30 days after PE diagnosis between patients with and without active cancer (N = 393 and N = 1322). RESULTS: The patients with active cancer showed lower prevalence of right ventricular dysfunction (35.4% vs. 49.5%, P < 0.001), shock (6.4% vs. 11.6%, P = 0.003), and cardiac arrest (1.8% vs. 5.5%, P = 0.002) at PE diagnosis, compared with those without. The patients with active cancer less frequently received systemic thrombolysis (4.1% vs. 12.6%, P < 0.001) than those without. There was no significant difference in the cumulative 30-day incidence of PE-related death between patients with and without active cancer (4.1% vs. 4.2%, P = 0.89). The cumulative 30-day incidence of all-cause death was significantly higher in patients with active cancer than in those without (11.5% vs. 4.9%, P < 0.001). CONCLUSIONS: PE patients with active cancer less frequently present with initial hemodynamic dysfunction at PE diagnosis, compared with those without. Nevertheless, PE patients with active cancer still show a similar risk of PE-related death and a higher risk of all-cause death at 30 days after PE diagnosis, suggesting the importance of prudent management for this patient population even if their initial hemodynamic status are not compromised.

5.
J Thromb Haemost ; 22(10): 2784-2796, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-38944241

RESUMEN

BACKGROUND: There is no established risk score for anticoagulant-related bleeding during the acute phase in patients with pulmonary embolism (PE). The PE-Syncope, Anemia, and Renal Dysfunction (PE-SARD) bleeding score was developed to predict early major bleeding but has not yet been fully externally validated. OBJECTIVES: To externally validate the PE-SARD bleeding score. METHODS: Using the COntemporary ManageMent AND outcomes in patients with Venous ThromboEmbolism (COMMAND VTE) Registry-2 database, which enrolled 5197 consecutive acute symptomatic venous thromboembolism patients among 31 centers in Japan between January 2015 and August 2020, we identified acute PE patients. We divided them into 3 groups by the score: high-risk (>2.5 points), intermediate-risk (1-2.5 points), and low-risk (0 points). The discriminating and calibration performances of the score for 30-day major bleeding were assessed. Subgroup analyses based on active cancer were also performed. RESULTS: Of 2781 eligible patients, the high-risk group accounted for 557 patients (20%), intermediate-risk group for 1412 (51%), and low-risk group for 812 (29%). Major bleeding occurred in 121 patients within 30 days. The cumulative 30-day incidence of major bleeding substantially increased in the higher risk categories by the score (high-risk group, 8.2% [95% CI, 5.9%-10.5%]; intermediate-risk group, 4.6% [95% CI, 3.5%-5.7%]; and low-risk group, 1.8% [95% CI, 0.8%-2.7%]). The discriminating power of the score was modest with a C statistic of 0.65 (95% CI, 0.61-0.70), with a good calibration performance with a score of <4 points, except for that in active cancer patients. CONCLUSION: The PE-SARD bleeding score had a modest discriminating performance with a limited calibration performance in acute PE patients without active cancer.


Asunto(s)
Anemia , Hemorragia , Embolia Pulmonar , Sistema de Registros , Humanos , Hemorragia/diagnóstico , Embolia Pulmonar/diagnóstico , Embolia Pulmonar/epidemiología , Masculino , Femenino , Anciano , Persona de Mediana Edad , Japón/epidemiología , Medición de Riesgo , Factores de Riesgo , Anemia/diagnóstico , Anemia/complicaciones , Reproducibilidad de los Resultados , Anticoagulantes/efectos adversos , Anticoagulantes/uso terapéutico , Valor Predictivo de las Pruebas , Factores de Tiempo , Anciano de 80 o más Años , Enfermedad Aguda , Enfermedades Renales/diagnóstico , Enfermedades Renales/complicaciones , Técnicas de Apoyo para la Decisión
6.
J Thromb Thrombolysis ; 57(6): 907-917, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38762713

RESUMEN

Statins were reported to have a potential effect of primary prevention of venous thromboembolism (VTE), although that of secondary prevention remains uncertain. To investigate the association between statins use and recurrent VTE in the current era. The COMMAND VTE Registry-2 is a multicenter registry enrolling 5,197 consecutive VTE patients among 31 centers in Japan between January 2015 and August 2020. We divided the entire cohort into 2 groups according to statins use at the time of discharge; the statins (N = 865) and no statins groups (N = 4332). The statins group was older (72.9 vs. 66.7 years, P < 0.001), and less often had active cancer (22.0% vs. 30.4%, P < 0.001). The cumulative incidence of discontinuation of anticoagulation was significantly lower in the statins group (60.3% vs. 52.6%, Log-rank P < 0.001). The cumulative 5-year incidence of recurrent VTE was significantly lower in the statins group (6.8% vs. 10.1%, Log-rank P = 0.01). Even after adjusting for the confounders, the lower risk of the statins group relative to the no statins group remained significant for recurrent VTE (HR 0.65, 95% CI 0.45-0.91, P = 0.01). The cumulative 5-year incidence of major bleeding was significantly lower in the statins group (12.2% vs. 14.1%, Log-rank P = 0.04), although, after adjusting for the confounders, the risk of the statins group relative to the no statins group turned to be insignificant (HR 0.77, 95% CI 0.59-1.00, P = 0.054). In this large real-world VTE registry, statins use was significantly associated with a lower risk for the recurrent VTE in the current era.


Asunto(s)
Inhibidores de Hidroximetilglutaril-CoA Reductasas , Recurrencia , Sistema de Registros , Tromboembolia Venosa , Humanos , Tromboembolia Venosa/epidemiología , Tromboembolia Venosa/prevención & control , Tromboembolia Venosa/tratamiento farmacológico , Inhibidores de Hidroximetilglutaril-CoA Reductasas/uso terapéutico , Inhibidores de Hidroximetilglutaril-CoA Reductasas/efectos adversos , Inhibidores de Hidroximetilglutaril-CoA Reductasas/administración & dosificación , Anciano , Masculino , Femenino , Japón/epidemiología , Persona de Mediana Edad , Prevención Secundaria/métodos , Incidencia , Anticoagulantes/uso terapéutico , Anticoagulantes/efectos adversos , Anticoagulantes/administración & dosificación , Anciano de 80 o más Años , Administración Oral
7.
Cardiovasc Eng Technol ; 15(4): 394-404, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38782877

RESUMEN

PURPOSE: To enhance the performance of machine learning (ML) models for the post-embolization recanalization of cerebral aneurysms, we evaluated the impact of hemodynamic feature derivation and selection method on six ML algorithms. METHODS: We utilized computational fluid dynamics (CFD) to simulate hemodynamics in 66 cerebral aneurysms from 65 patients, including 57 stable and nine recanalized aneurysms. We derived a total of 107 features for each aneurysm, encompassing four clinical features, 12 morphological features, and 91 hemodynamic features. To investigate the influence of feature derivation and selection methods on the ML models, we employed two derivation methods, simplified and fully derived, in combination with four selection methods: all features, statistically significant analysis, stepwise multivariate logistic regression analysis (stepwise-LR), and recursive feature elimination (RFE). Model performance was assessed using the area under the receiver operating characteristic curve (AUROC) and precision-recall curve (AUPRC) on both the training and testing datasets. RESULTS: The AUROC values on the testing dataset exhibited a wide-ranging spectrum, spanning from 0.373 to 0.863. Fully derived features and the RFE selection method demonstrated superior performance in intra-model comparisons. The multi-layer perceptron (MLP) model, trained with RFE-selected fully derived features, achieved the best performance on the testing dataset, with an AUROC value of 0.863 (95% CI: 0.684- 1.000). CONCLUSION: Our study demonstrated the importance of feature derivation and selection in determining the performance of ML models. This enabled the development of accurate decision-making models without the need to invade the patient.


Asunto(s)
Embolización Terapéutica , Hemodinámica , Aneurisma Intracraneal , Aprendizaje Automático , Modelos Cardiovasculares , Valor Predictivo de las Pruebas , Humanos , Aneurisma Intracraneal/fisiopatología , Aneurisma Intracraneal/terapia , Aneurisma Intracraneal/diagnóstico por imagen , Persona de Mediana Edad , Masculino , Femenino , Anciano , Resultado del Tratamiento , Circulación Cerebrovascular , Factores de Tiempo , Modelación Específica para el Paciente , Toma de Decisiones Clínicas , Técnicas de Apoyo para la Decisión , Adulto
8.
Thromb Res ; 238: 27-36, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38653180

RESUMEN

BACKGROUND: Patients with unprovoked venous thromboembolisms (VTEs) can be sub-classified based on the different phenotypes using a latent class analysis (LCA), which might be useful for selecting individual management strategies. METHODS: In the COMMAND VTE Registry-2 database enrolling 5197 VTE patients, the current derivation cohort consisted of 1556 patients with unprovoked VTEs. We conducted clustering with an LCA, and the patients were classified into subgroups with the highest probability. We compared the clinical characteristics and outcomes among the developed subgroups. RESULTS: This LCA model proposed 3 subgroups based on 8 clinically relevant variables, and classified 592, 813, and 151 patients as Class I, II, and III, respectively. Based on the clinical features, we named Class I the younger, Class II the older with a few comorbidities, and Class III the older with many comorbidities. The cumulative 3-year anticoagulation discontinuation rate was highest in the older with many comorbidities (Class III) (39.9 %, 36.1 %, and 48.4 %, P = 0.02). There was no significant difference in the cumulative 5-year incidence of recurrent VTEs among the 3 classes (12.8 %, 11.1 %, and 4.0 % P = 0.20), whereas the cumulative 5-year incidence of major bleeding was significantly higher in the older with many comorbidities (Class III) (7.8 %, 12.7 %, and 17.8 %, P = 0.04). CONCLUSION: The current LCA revealed that patients with unprovoked VTEs could be sub-classified into further phenotypes depending on the patient characteristics. Each subclass phenotype could have different clinical outcomes risks especially a bleeding risk, which could have a potential benefit when considering the individual anticoagulation strategies. CLINICAL TRIAL REGISTRATION: URL: http://www.umin.ac.jp/ctr/index.htm COMMAND VTE Registry-2: Unique identifier, UMIN000044816 COMMAND VTE Registry: Unique identifier, UMIN000021132.


Asunto(s)
Análisis de Clases Latentes , Fenotipo , Tromboembolia Venosa , Humanos , Tromboembolia Venosa/tratamiento farmacológico , Masculino , Femenino , Persona de Mediana Edad , Anciano , Sistema de Registros , Anticoagulantes/uso terapéutico , Adulto
9.
Thromb Haemost ; 2024 May 24.
Artículo en Inglés | MEDLINE | ID: mdl-38684190

RESUMEN

BACKGROUND: Real-world data on clinical characteristics and outcomes related to the use of different direct oral anticoagulants (DOACs) for cancer-associated venous thromboembolism (VTE) is lacking. METHODS: The COMMAND VTE Registry-2 is a multicenter registry enrolling 5,197 consecutive patients with acute symptomatic VTE from 31 centers in Japan from January 2015 to August 2020. Our study population comprised 1,197 patients with active cancer who were divided into the edoxaban (N = 643, 54%), rivaroxaban (N = 297, 25%), and apixaban (N = 257, 22%) groups. RESULTS: The cumulative 5-year incidence of recurrent VTE (9.3, 10.2, and 8.5%, respectively, p = 0.82) and all-cause death (67.5, 66.8, and 63.8%, respectively, p = 0.22) did not differ among the groups. Despite adjusting for confounders, the risks of recurrent VTE and all-cause death did not differ significantly among the groups. The cumulative 5-year incidence of major and clinically relevant bleeding was significantly lower in the rivaroxaban group than those in the other groups (22.6, 14.0, and 22.8%, p = 0.04; and 37.6, 26.8, and 38.3%, p = 0.01, respectively). After adjusting for confounders, in the rivaroxaban group, the risk for major bleeding was numerically lower (hazard ratio [HR]: 0.65, 95% confidence interval [CI]: 0.40-1.01) and that of clinically relevant all bleeding was significantly lower (HR: 0.67, 95% CI: 0.48-0.92) than those in the edoxaban group. CONCLUSION: The risks of recurrent VTE and all-cause death did not differ significantly among the different DOACs ; however, the risk of bleeding events could differ, with a potentially lower risk of bleeding with rivaroxaban.

10.
J Cardiol ; 84(4): 253-259, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-38490639

RESUMEN

BACKGROUND: The ratio of early diastolic mitral inflow velocity to mitral annular velocity (E/e') is a prognostic factor in patients with ST-segment elevation myocardial infarction (STEMI). However, data are lacking on long-term outcomes and longitudinal changes in E/e' in patients with preserved left ventricular ejection fraction (LVEF) in the reperfusion era. METHODS: This is a pre-specified echocardiographic substudy of a randomized controlled trial evaluating the efficacy of beta-blockers in STEMI patients with LVEF ≥40 % after primary percutaneous coronary intervention (PCI). Patients were divided into 2 groups according to E/e' at discharge: ≤14 (normal E/e' group) or > 14 (high E/e' group). The primary outcome was a composite of all-cause death, myocardial infarction, stroke, acute coronary syndrome, and heart failure hospitalization. We also assessed longitudinal changes in E/e' and conducted a landmark analysis using E/e' at 1 year after STEMI. RESULTS: There were 173 and 38 patients in the normal and high E/e' groups, respectively. During a median follow-up of 3.9 years, the primary outcome occurred in 19 patients (11.0 %) and 10 patients (26.3 %) in the normal and high E/e' groups, respectively. The cumulative incidence of the primary outcome was higher in the high E/e' group than in the normal E/e' group (21.9 % vs. 7.1 % at 3 years; log-rank p = 0.013). E/e' in the high E/e' group decreased over time (p < 0.001), but remained higher than in the normal E/e' group at 1 year after STEMI (13.7 ±â€¯5.3 vs. 8.6 ±â€¯2.3, p < 0.001). E/e' > 14 at 1 year was also associated with poor outcomes (log-rank p = 0.008). A sensitivity analysis using multivariate Cox proportional hazards regression models yielded consistent results. CONCLUSION: High E/e' at discharge is associated with poor long-term outcomes in STEMI patients with preserved LVEF after primary PCI, which may be explained by persistent high E/e' late after STEMI.


Asunto(s)
Intervención Coronaria Percutánea , Infarto del Miocardio con Elevación del ST , Volumen Sistólico , Función Ventricular Izquierda , Humanos , Infarto del Miocardio con Elevación del ST/fisiopatología , Masculino , Femenino , Persona de Mediana Edad , Anciano , Pronóstico , Ecocardiografía , Válvula Mitral/diagnóstico por imagen , Factores de Tiempo , Antagonistas Adrenérgicos beta/uso terapéutico , Estudios de Seguimiento , Insuficiencia Cardíaca/fisiopatología
11.
Thromb Res ; 236: 191-200, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38461613

RESUMEN

INTRODUCTION: There is limited data on the safety of direct oral anticoagulants (DOACs) in fragile patients with venous thromboembolism (VTE). MATERIALS AND METHODS: We used the COMMAND VTE Registry-2 enrolling patients with acute symptomatic VTE. The study population consisted of 3928 patients receiving DOACs, who were divided into fragile (2136 patients) and non-fragile groups (1792 patients). Fragility was defined as patients of age ≥ 75 years, creatinine clearance level ≤ 50 ml/min, and/or body weight ≤ 50 kg. RESULTS: The fragile group significantly more often received reduced doses of DOACs compared to the non-fragile group (51 % and 19 %, P < 0.001). The cumulative 5-year incidence of major bleeding was numerically higher in the fragile group than the non-fragile group (15.0 % and 11.1 %, P = 0.052), even with no significant excess risk after adjusting for confounders (HR 1.03, 95%CI 0.81-1.31, P = 0.78). The cumulative 5-year incidence of clinically relevant bleeding was significantly higher in the fragile group than the non-fragile group (28.6 % and 19.6 %, P < 0.001), even after adjusting for confounders (HR 1.28, 95%CI 1.08-1.53, P = 0.005). There was no significant difference in cumulative 5-year incidence of recurrent VTE between the groups (9.6 % and 8.9 %, P = 0.68), which was consistent after adjusting for confounders (HR 1.13, 95%CI 0.84-1.51, P = 0.41). CONCLUSIONS: Among VTE patients receiving DOACs, fragile patients were associated with a numerically higher rate of major bleeding and a significantly increased risk of clinically relevant bleeding, but not an increased risk of recurrent VTE.


Asunto(s)
Tromboembolia Venosa , Humanos , Anciano , Tromboembolia Venosa/tratamiento farmacológico , Tromboembolia Venosa/inducido químicamente , Anticoagulantes/efectos adversos , Administración Oral , Recurrencia , Hemorragia/inducido químicamente , Hemorragia/tratamiento farmacológico , Sistema de Registros
12.
Circ J ; 2024 Mar 08.
Artículo en Inglés | MEDLINE | ID: mdl-38462535

RESUMEN

BACKGROUND: Patients with appropriately selected low-risk pulmonary embolism (PE) can be treated at home, although it has been controversial whether applies to patients with cancer, who are considered not to be at low risk.Methods and Results: The current predetermined companion report from the ONCO PE trial evaluated the 3-month clinical outcomes of patients with home treatment and those with in-hospital treatment. The ONCO PE trial was a multicenter, randomized clinical trial among 32 institutions in Japan investigating the optimal duration of rivaroxaban treatment in cancer-associated PE patients with a score of 1 using the simplified version of the Pulmonary Embolism Severity Index (sPESI). Among 178 study patients, there were 66 (37%) in the home treatment group and 112 (63%) in the in-hospital treatment group. The primary endpoint of a composite of PE-related death, recurrent venous thromboembolism (VTE) and major bleeding occurred in 3 patients (4.6% [0.0-9.6%]) in the home treatment group and in 2 patients (1.8% [0.0-4.3%]) in the in-hospital treatment group. In the home treatment group, there were no cases of PE-related death or recurrent VTE, but major bleeding occurred in 3 patients (4.6% [0.0-9.6%]), and 2 patients (3.0% [0.0-7.2%]) required hospitalization due to bleeding events. CONCLUSIONS: Active cancer patients with PE of sPESI score=1 could be potential candidates for home treatment.

13.
World Neurosurg ; 184: e166-e177, 2024 04.
Artículo en Inglés | MEDLINE | ID: mdl-38246531

RESUMEN

BACKGROUND: Recanalization poses challenges after coil embolization in cerebral aneurysms. Establishing predictive models for postembolization recanalization is important for clinical decision making. However, conventional statistical and machine learning (ML) models may overlook critical parameters during the initial selection process. METHODS: In this study, we automated the identification of significant hemodynamic parameters using a PointNet-based deep neural network (DNN), leveraging their three-dimensional spatial features. Further feature analysis was conducted using saliency mapping, an explainable artificial intelligence (XAI) technique. The study encompassed the analysis of velocity, pressure, and wall shear stress in both precoiling and postcoiling models derived from computational fluid dynamics simulations for 58 aneurysms. RESULTS: Velocity was identified as the most pivotal parameter, supported by the lowest P value from statistical analysis and the highest area under the receiver operating characteristic curves/precision-recall curves values from the DNN model. Moreover, visual XAI analysis showed that robust injection flow zones, with notable impingement points in precoiling models, as well as pronounced interplay between flow dynamics and the coiling plane, were important three-dimensional features in identifying the recanalized aneurysms. CONCLUSIONS: The combination of DNN and XAI was found to be an accurate and explainable approach not only at predicting postembolization recanalization but also at discovering unknown features in the future.


Asunto(s)
Embolización Terapéutica , Aneurisma Intracraneal , Humanos , Inteligencia Artificial , Aneurisma Intracraneal/diagnóstico por imagen , Aneurisma Intracraneal/terapia , Embolización Terapéutica/métodos , Hemodinámica , Prótesis Vascular
14.
Thromb Res ; 234: 86-93, 2024 02.
Artículo en Inglés | MEDLINE | ID: mdl-38190788

RESUMEN

BACKGROUND: There is a paucity of data on real-world management strategies and clinical outcomes of cancer-associated venous thromboembolism (VTE) in the direct oral anticoagulants (DOACs) era. OBJECTIVES: To investigate the status of cancer-associated VTE in the DOAC era. METHODS: This multicenter, retrospective cohort study among 31 centers in Japan between 2015 and 2020 enrolled 5197 consecutive patients with acute symptomatic VTE, who were divided into 1507 patients (29 %) with active cancer and 3690 patients (71 %) without. RESULTS: The cumulative 3-year rate of anticoagulation discontinuation was significantly higher in patients with active cancer than in those without (62.7 % vs. 59.1 %, P < 0.001). The cumulative 5-year incidence of recurrent VTE was higher in patients with active cancer than in those without (10.1 % vs. 9.1 %, P = 0.01), however, after adjusting for the confounders and competing risk of mortality, the excess risk of the active cancer group relative to the no active cancer group was no longer significant (HR: 0.95, 95 % CI: 0.73-1.24). The cumulative 5-year incidence of major bleeding was much higher in the active cancer group (20.4 % vs. 11.6 %, P < 0.001). Even after adjusting for the confounders and competing risk of mortality, the risk of the active cancer group relative to the no active cancer group remained significant (HR: 1.36, 95 % CI: 1.11-1.66). CONCLUSIONS: The current large real-world registry revealed that the risk of major bleeding was still higher in patients with active cancer than in those without, leading to the frequent anticoagulation discontinuation, which has been still a huge challenge to overcome in the DOAC era.


Asunto(s)
Neoplasias , Tromboembolia Venosa , Humanos , Tromboembolia Venosa/tratamiento farmacológico , Tromboembolia Venosa/etiología , Tromboembolia Venosa/epidemiología , Anticoagulantes/uso terapéutico , Estudios Retrospectivos , Hemorragia/complicaciones , Sistema de Registros , Neoplasias/complicaciones , Neoplasias/tratamiento farmacológico , Recurrencia
15.
Heliyon ; 10(1): e22801, 2024 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-38226254

RESUMEN

Purpose: Hemodynamics play a key role in the management of cerebral aneurysm recanalization after coil embolization; however, the most reliable hemodynamic parameter remains unknown. Previous studies have explored the use of both spatiotemporally averaged and maximal definitions for hemodynamic parameters, based on computational fluid dynamics (CFD) analysis, to build predictive models for aneurysmal recanalization. In this study, we aimed to assess the influence of different spatiotemporal characteristics of hemodynamic parameters on predictive performance. Methods: Hemodynamics were simulated using CFD for 66 cerebral aneurysms from 65 patients. We evaluated 14 types of spatiotemporal definitions for two hemodynamic parameters in the pre-coiling model and five in virtual post-coiling model (VM) created by cutting the aneurysm from the pre-coiling model. A total of 91 spatiotemporal hemodynamic features were derived and utilized to develop univariate predictor (UP) and multivariate logistic regression (LR) models. The model's performance was assessed using two metrics: the area under the receiver operating characteristic curve (AUROC) and the area under the precision-recall curve (AUPRC). Results: Different spatiotemporal hemodynamic features exhibited a wide range of AUROC values ranging from 0.224 to 0.747, with 22 feature pairs showing a significant difference in AUROC value (P-value <0.05), despite being derived from the same hemodynamic parameter. PDave,q1 was identified as the strongest UP with AUROC/AUPRC values of 0.747/0.385, yielding sensitivity and specificity value of 0.889 and 0.614 at the optimal cut-off value, respectively. The LR model further improved the prediction performance, having AUROC/AUPRC values of 0.890/0.903. At the optimal cut-off value, the LR model achieved a specificity of 0.877, sensitivity of 0.719, outperforming the UP model. Conclusion: Our research indicated that the characteristics of hemodynamic parameters in terms of space and time had a significant impact on the development of predictive model. Our findings suggest that LR model based on spatiotemporal hemodynamic features could be clinically useful in predicting recanalization after coil embolization in patients, without the need for invasive procedures.

16.
Eur Respir J ; 62(6)2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-38061784

RESUMEN

BACKGROUND: Peripheral pulmonary artery stenosis (PPS) refers to stenosis of the pulmonary artery from the trunk to the peripheral arteries. Although paediatric PPS is well described, the clinical characteristics of adult-onset idiopathic PPS have not been established. Our objectives in this study were to characterise the disease profile of adult-onset PPS. METHODS: We collected data in Japanese centres. This cohort included patients who underwent pulmonary angiography (PAG) and excluded patients with chronic thromboembolic pulmonary hypertension or Takayasu arteritis. Patient backgrounds, right heart catheterisation (RHC) findings, imaging findings and treatment profiles were collected. RESULTS: 44 patients (median (interquartile range) age 39 (29-57) years; 29 females (65.9%)) with PPS were enrolled from 20 centres. In PAG, stenosis of segmental and peripheral pulmonary arteries was observed in 41 (93.2%) and 36 patients (81.8%), respectively. 35 patients (79.5%) received medications approved for pulmonary arterial hypertension (PAH) and 22 patients (50.0%) received combination therapy. 25 patients (56.8%) underwent transcatheter pulmonary angioplasty. RHC data showed improvements in both mean pulmonary arterial pressure (44 versus 40 mmHg; p<0.001) and pulmonary vascular resistance (760 versus 514 dyn·s·cm-5; p<0.001) from baseline to final follow-up. The 3-, 5- and 10-year survival rates of patients with PPS were 97.5% (95% CI 83.5-99.6%), 89.0% (95% CI 68.9-96.4%) and 67.0% (95% CI 41.4-83.3%), respectively. CONCLUSIONS: In this study, patients with adult-onset idiopathic PPS presented with segmental and peripheral pulmonary artery stenosis. Although patients had severe pulmonary hypertension at baseline, they showed a favourable treatment response to PAH drugs combined with transcatheter pulmonary angioplasty.


Asunto(s)
Hipertensión Pulmonar , Hipertensión Arterial Pulmonar , Estenosis de Arteria Pulmonar , Adulto , Femenino , Humanos , Niño , Estenosis de Arteria Pulmonar/diagnóstico por imagen , Estenosis de Arteria Pulmonar/terapia , Hipertensión Pulmonar/terapia , Constricción Patológica , Arteria Pulmonar/diagnóstico por imagen , Hipertensión Pulmonar Primaria Familiar/tratamiento farmacológico
17.
Thromb Res ; 232: 35-42, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37922657

RESUMEN

BACKGROUND: The RIETE score could be specifically useful for identification of low-risk pulmonary embolism (PE) patients for home treatment. However, the external validation of the RIETE score has been limited. METHODS: The COMMAND VTE Registry is a multicenter registry enrolling consecutive patients with acute symptomatic venous thromboembolism (VTE). The current study population consisted of 1479 patients with acute PE, who were divided into 2 groups; RIETE scores of 0 (N = 260) and ≥ 1 (N = 1219). RESULTS: The cumulative 10-day and 30-day incidences of a composite endpoint of all-cause death, recurrent PE, or major bleeding were lower in patients with the RIETE score of 0 than in those with the RIETE score of ≥1 (10-day: 0.4 % vs. 6.7 %, P < 0.001, and 30-day: 0.4 % vs. 10.0 %, P < 0.001). The area under the receiver-operating characteristic curve (AUC) in the RIETE score for the 10-day composite endpoint showed numerically better predictive ability than that in the sPESI score (0.77 vs. 0.73, P = 0.07), and the AUC in the RIETE score for the 30-day composite endpoint showed significantly better predictive ability than that in the sPESI score (0.77 vs. 0.71, P = 0.003). CONCLUSIONS: The RIETE score was well validated in the current large real-world registry. The RIETE score of 0 could identify patients with reasonably low risks of the 10-day and 30-day composite endpoint of all-cause death, recurrent PE, or major bleeding.


Asunto(s)
Embolia Pulmonar , Tromboembolia Venosa , Trombosis de la Vena , Humanos , Tromboembolia Venosa/diagnóstico , Embolia Pulmonar/epidemiología , Riesgo , Sistema de Registros , Hemorragia/diagnóstico , Hemorragia/etiología , Hemorragia/epidemiología , Recurrencia , Anticoagulantes , Factores de Riesgo
18.
Int J Cardiol ; 383: 89-95, 2023 07 15.
Artículo en Inglés | MEDLINE | ID: mdl-37156304

RESUMEN

BACKGROUND: There is still a scarcity of data on the relation between age and long-term clinical outcomes of patients with venous thromboembolism (VTE). METHODS: The COMMAND VTE Registry was a multicenter registry enrolling 3027 consecutive patients with acute symptomatic VTE in Japan between January 2010 and August 2014. We divided the entire cohort into 3 groups: patients aged <65 years (N = 1100, 36.7%), patients aged 65 ≤ and ≤ 80 years (N = 1314, 43.4%), and patients aged >80 years (N = 603, 19.9%). RESULTS: Discontinuation of anticoagulation therapy during the follow-up period was most frequent in patients aged <65 years (44%, 38% and 33%, P < 0.001). The cumulative 5-year incidences were 12.7%, 9.8% and 7.4% for recurrent VTE, 10.8%, 12.2% and 14.9% for major bleeding, and 23.0%, 31.4%, and 38.6% for all-cause death. Adjusting for cofounders and taking into account the competing risk of all-cause death, the lower risk of patients aged >80 years, and those aged 65 ≤ and ≤ 80 years relative to those aged <65 years remained significant for recurrent VTE (65 ≤ age ≤ 80 years, HR: 0.71, 95%CI: 0.53-0.94, P = 0.02; age > 80 years, HR: 0.59, 95%CI: 0.39-0.89, P = 0.01), and the risk remained insignificant for major bleeding (65 ≤ age ≤ 80 years, HR: 1.00, 95%CI: 0.76-1.31, P = 0.98; age > 80 years, HR: 1.17, 95%CI: 0.83-1.65, P = 0.37). CONCLUSIONS: In the current real-world VTE registry, there was no significant difference in the risk of major bleeding depending on different age groups, while younger patients showed an excess risk for recurrent VTE compared with older patients.


Asunto(s)
Tromboembolia Venosa , Humanos , Tromboembolia Venosa/diagnóstico , Tromboembolia Venosa/tratamiento farmacológico , Tromboembolia Venosa/epidemiología , Factores de Riesgo , Recurrencia , Hemorragia/inducido químicamente , Hemorragia/diagnóstico , Hemorragia/epidemiología , Sistema de Registros , Anticoagulantes/uso terapéutico
19.
Eur J Cardiothorac Surg ; 63(2)2023 02 03.
Artículo en Inglés | MEDLINE | ID: mdl-36322816

RESUMEN

OBJECTIVES: There are no data on long-term outcomes beyond 30 years after the Glenn procedure without the subsequent Fontan procedure in patients with single-ventricle physiology. Hence, this study aimed to clarify the very long-term outcomes of these patients. METHODS: This single-centre, retrospective cohort study investigated the clinical outcomes of patients with single-ventricle physiology who underwent the Glenn procedure between 1970 and 1999. Those who underwent the subsequent Fontan procedure were excluded. The primary outcome was all-cause death. The secondary outcome was a composite of all-cause death, arrhythmic events, neurological events or infective endocarditis. The prognostic factors associated with the long-term outcomes were also evaluated. RESULTS: In total, 36 patients were enrolled (median age at Glenn procedure: 6.2 years, 56% male). During a median follow-up of 17.6 years (interquartile range: 6.1-33.4), 21 patients died and 29 experienced the composite outcome. The 20-, 30- and 40-year overall survival after the Glenn procedure was 51.2%, 44.4% and 40.3%, respectively. The 20-, 30- and 40-year event-free survival was 36.0%, 25.5% and 14.5%, respectively. Patients with dominant left ventricular morphology had better overall survival than those with dominant right ventricular morphology (hazard ratio: 0.24, 95% confidence interval: 0.08-0.76, P = 0.014). None of the patients had liver cirrhosis but 1 had protein-losing enteropathy. CONCLUSIONS: The 40-year overall survival after the Glenn procedure without the subsequent Fontan procedure in patients with single-ventricle physiology was 40.3%. Dominant left ventricular morphology may be associated with better long-term overall survival than dominant right ventricular morphology.


Asunto(s)
Procedimiento de Fontan , Cardiopatías Congénitas , Corazón Univentricular , Humanos , Masculino , Lactante , Niño , Femenino , Procedimiento de Fontan/métodos , Cardiopatías Congénitas/cirugía , Resultado del Tratamiento , Estudios Retrospectivos , Ventrículos Cardíacos/cirugía
20.
Am J Cardiol ; 187: 38-47, 2023 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-36459746

RESUMEN

Data on the impact of heart rate (HR) at diagnosis on clinical outcomes in patients with acute pulmonary embolism (PE) remain scarce. The present study population consisted of 1,532 patients with PE; the patients were divided into 4 groups, including (1) HR <80 beats/min (n = 451, 29%), (2) 80 ≤HR <100 beats/min (n = 620, 40%), (3) 100 ≤HR <110 beats/min (n = 215, 14%), and (4) HR ≥110 beats/min (n = 246, 16%). The cumulative 30-day incidences of all-cause death were significantly higher in the 100 ≤HR <110 and HR ≥110 beats/min groups than in the HR <80 beats/min group. Incidences were 2.7%, 3.6%, 6.6%, and 5.7% (p = 0.04) in the HR <80 beats/min, 80 ≤HR <100 beats/min, 100 ≤HR <110 beats/min, and HR ≥110 beats/min groups, respectively. With the HR <80 beats/min group as reference, the 100 ≤HR <110 and HR ≥110 groups, but not the 80 ≤HR <100 group, were significantly associated with an increased risk of 30-day all-cause death. Hazard ratio was 2.53 (95% confidence interval [CI] 1.17 to 5.56, p = 0.02) for the 80 ≤HR <100 beats/min group, 2.20 (95% CI 1.02 to 4.84, p = 0.046) for the 100 ≤HR <110 beats/min group, and 1.34 (95% CI 0.67 to 2.79, p = 0.41) for the HR ≥110 beats/min group. The cumulative 30-day incidences of all-cause death in patients with simplified Pulmonary Embolism Severity Index score = 0 were 0.6%, 0.3%, and 0.7% when based on cut-off values of HR ≥110 beats/min, HR ≥100 beats/min, and ≥80 beats/min, respectively. Patients with moderate tachycardia (100 ≤HR <110) seemed to be at comparable risk of 30-day all-cause death to those with HR ≥110 beats/min and at higher risk of 30-day all-cause death than those with HR <80 beats/min; this may suggest a potential benefit of the alternative cut-off value of HR ≥100 beats/min in the simplified Pulmonary Embolism Severity Index score for identification of low-risk patients.


Asunto(s)
Embolia Pulmonar , Humanos , Frecuencia Cardíaca/fisiología , Pronóstico , Embolia Pulmonar/complicaciones , Taquicardia/complicaciones , Modelos de Riesgos Proporcionales , Enfermedad Aguda
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