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AIMS: To investigate the prevalence of metabolically healthy overweight/obesity and to study its longitudinal association with major adverse cardiovascular and renal events (MARCE). METHODS AND RESULTS: The study was conducted in 1210 young-to-middle-age subjects grouped according to their BMI and metabolic status. The risk of MARCE was evaluated during 17.4 years of follow-up. Forty-eight-percent of the participants had normal weight, 41.9% had overweight, and 9.3% had obesity. Metabolically healthy status was found in 31.1% of subjects with normal weight and in 20.0% of those with overweight/obesity. During the follow-up, there were 108 MARCE. In multivariate Cox analysis adjusted for confounders and risk factors, no association was found between MARCE and overweight/obesity (p = 0.49). In contrast, metabolic status considered as a two-class variable (0 versus at least one metabolic abnormality) was a significant predictor of MARCE (HR, 2.11; 95%CI, 1.21-3.70, p = 0.009). Exclusion of atrial fibrillation from MARCE (N = 87) provided similar results (HR, 2.11; 95%CI, 1.07-4.16, p = 0.030). Inclusion of average 24 h BP in the regression model attenuated the strength of the associations. Compared to the group with healthy metabolic status, the metabolically unhealthy overweight/obesity participants had an increased risk of MARCE with an adjusted HR of 2.33 (95%CI, 1.05-5.19, p = 0.038). Among the metabolically healthy individuals, the CV risk did not differ according to BMI group (p = 0.53). CONCLUSION: The present data show that the risk of MARCE is not increased in young metabolically healthy overweight/obesity suggesting that the clinical approach to people with high BMI should focus on parameters of metabolic health rather than on BMI.
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Fibrilación Atrial , Sistema Cardiovascular , Obesidad Metabólica Benigna , Persona de Mediana Edad , Humanos , Sobrepeso/diagnóstico , Sobrepeso/epidemiología , Prevalencia , Obesidad/diagnóstico , Obesidad/epidemiología , Obesidad Metabólica Benigna/diagnóstico , Obesidad Metabólica Benigna/epidemiologíaRESUMEN
BACKGROUND: Frontal lobe epilepsy is pharmacoresistant in 30% of cases, constituting 10-20% of epilepsy surgeries. For cases of no lesional epilepsy (negative MRI), frontal lobectomy is a crucial treatment, historically involving Frontal Anatomical Lobectomy (AFL) with a 33.3% complication risk and 55.7% seizure control. METHODS: We describe Frontal Functional Lobectomy (FFL), in which the boundaries are defined on the patient's functional cortico-subcortical areas, recognized with advanced intraoperative technologies such as tractography and navigated transcranial magnetic stimulation (nTMS). CONCLUSIONS: The FFL allows for a broader resection with a lower rate of postoperative complications than the AFL.
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Epilepsia Refractaria , Epilepsia del Lóbulo Frontal , Lóbulo Frontal , Humanos , Epilepsia Refractaria/cirugía , Epilepsia Refractaria/diagnóstico por imagen , Epilepsia del Lóbulo Frontal/cirugía , Epilepsia del Lóbulo Frontal/diagnóstico por imagen , Lóbulo Frontal/cirugía , Lóbulo Frontal/diagnóstico por imagen , Neuronavegación/métodos , Procedimientos Neuroquirúrgicos/métodos , Estimulación Magnética Transcraneal/métodos , Resultado del TratamientoRESUMEN
INTRODUCTION: Obesity is associated with a higher risk of cardiac arrhythmias. Sleeve gastrectomy (SG) is a common bariatric surgery with beneficial effects on weight loss and comorbidities. The study aimed to investigate the prevalence of arrhythmias during maximal exercise testing in patients with moderate-severe obesity and to evaluate the impact of SG on these arrhythmic events. METHODS: All patients with moderate or severe obesity who were considered suitable candidates for SG between June 2015 and September 2020 were recruited. Each patient underwent three incremental, maximal, ECG-monitored cardiopulmonary exercise test 1 month before and 6 and 12 months after SG; the frequency and complexity of ventricular premature beats (VPBs) and atrial premature beats (APBs) have been evaluated during rest, exercise and recovery phases. RESULTS: Fifty patients with severe obesity (BMI 46.39 ± 7.89 kg/m2) were included in the study. After SG, patients presented a decreased BMI (34.15 ± 6.25 kg/m2 at 6 months post-SG and 31.87 ± 5.99 kg/m2 at 12 months post-SG). At 6 months post-SG, an increase in VPBs, mainly during the recovery phase, was observed. At 12 months post-SG, a reduction in VPBs compared with the 6 months evaluation was showed. CONCLUSION: Although in the early post-surgical phase the risk of exercise-induced arrhythmias may be higher, SG does not seem to increase the occurrence of arrhythmias in the long-term. No life-threating arrhythmias were found during post-SG evaluations.
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Obesidad Mórbida , Humanos , Obesidad Mórbida/complicaciones , Obesidad Mórbida/epidemiología , Obesidad Mórbida/cirugía , Incidencia , Obesidad/complicaciones , Gastrectomía/efectos adversos , Arritmias Cardíacas/etiología , Arritmias Cardíacas/complicaciones , Complejos Cardíacos Prematuros/complicaciones , Complejos Cardíacos Prematuros/cirugía , Estudios Retrospectivos , Resultado del TratamientoRESUMEN
PURPOSE: To investigate the prevalence of orthostatic hypertension and the association of the blood pressure (BP) level, supine BP decline, and white-coat effect with the orthostatic pressor response. METHODS: We studied 1275 young-to-middle-age individuals with stage-1 hypertension. Orthostatic response was assessed three times over a 3 month period. The white-coat effect was assessed at baseline and after 3 months, and was calculated as the difference between office and average 24 h BP. In 660 participants, urinary epinephrine and norepinephrine were also measured. RESULTS: An orthostatic systolic BP increase ≥ 20 mmHg was observed in 0.6-1.2% of the subjects during the three visits. Using the 20 mmHg cut-off, the prevalence of orthostatic hypertension was 0.6%. An orthostatic BP increase of ≥ 5 mmHg was found in 14.4% of participants. At baseline, the orthostatic response to standing showed an independent negative association with the supine BP level (p < 0.001), the supine BP change from the first to third measurement (p < 0.001), and the white-coat effect (p < 0.001). Similar results were obtained in the 1080 participants assessed at the third visit. Urinary epinephrine showed higher values in the top BP response decile (systolic BP increase ≥ 6 mmHg, p = 0.002 versus rest of the group). CONCLUSION: An orthostatic systolic BP reaction ≥ 20 mmHg is rare in young adults. However, even lower BP increases may be clinically relevant. The BP level, the supine BP decline over repeated measurement, and the white-coat effect can influence the estimate of the BP response to standing and should be considered in clinical and pathogenetic studies.
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Hipertensión , Hipotensión Ortostática , Persona de Mediana Edad , Humanos , Presión Sanguínea/fisiología , Prevalencia , Hipotensión Ortostática/diagnóstico , Hipotensión Ortostática/epidemiología , Hipotensión Ortostática/complicaciones , EpinefrinaRESUMEN
Pre-participation screening is performed to identify underlying cardiac conditions that may also lead to sudden cardiac death. Our aim is to compare submaximal Harvard Step Test (HST) with incremental Maximal Exercise Test (MET) on treadmill to induce and detect arrhythmias in younger athletes. A total of 1000 athletes (mean age 14.6 ± 4.7 years) were evaluated, 500 with MET and 500 with HST, all with continuous ECG monitoring until three minutes of recovery. Pre-test evaluation includes medical history, clinical evaluation and resting electrocardiogram. Ventricular and/or supraventricular arrhythmias were observed in 2.6% of athletes performing HST and in 8.4% during MET (p < 0.001). Incidence of arrhythmias remained higher for MET also considering separately exercise phase (0.8% vs. 5.2%; p < 0.001) and recovery phase (2.0% vs. 6.0%; p < 0.01). No gender differences were observed. Results suggest that MET induces more arrhythmias than submaximal HST, regardless of test phase. Higher test intensity and longer exercise duration might influence test outcomes, making MET more arrhythmogenic.
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Electrocardiografía , Prueba de Esfuerzo , Humanos , Niño , Adolescente , Adulto Joven , Adulto , Prevalencia , Electrocardiografía/efectos adversos , Atletas , Arritmias Cardíacas/diagnóstico , Arritmias Cardíacas/epidemiología , Arritmias Cardíacas/etiologíaRESUMEN
INTRODUCTION: Infectious events are one of the leading causes of death in kidney transplant recipients (KTRs). KTRs have reduced cardiorespiratory fitness (CRF), a predictor for infections in other populations. The aim of this study was to investigate whether CRF and muscle strength are prognostic markers for infectious events in KTRs. METHODS: In this retrospective cohort study, 155 KTRs underwent an incremental, maximal cardiopulmonary exercise test (CPET) 3 months after transplantation. CRF was analyzed with peak oxygen consumption (VO2 peak) while muscle strength with isometric handgrip (HG) test. Laboratory blood samples and drug therapy were collected. The median follow-up period was 54 (interquartile range 38-62) months. Cox regression analyses were performed to evaluate predictors of infectious events adjusting for potential confounders. RESULTS: During this study, severe infectious events occurred in 41 subjects (26.5%). 15.5% (n = 24) of patients had a severely reduced CRF, defined as a VO2 peak below the 5th percentile of the reference values reported for a matched healthy population. The hazard ratio for infectious events in this subgroup was 2.389 (95% CI = 1.188-4.801, p = 0.014), independently of gender, age, BMI, time on dialysis, hemoglobin concentration, eGFR, diabetes, and immunosuppressive regimen. On the contrary, no significant association of HG strength and infections was found. CONCLUSION: Therefore, low CRF may be considered as a modifiable predictor of severe infectious events in KTRs. A CPET should thus be recommended for cardiovascular screening, evaluation of CRF, and tailored exercise prescription to reduce the risk of infections and potentially improve long-term outcomes of transplantation.
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Trasplante de Riñón , Prueba de Esfuerzo , Fuerza de la Mano , Humanos , Trasplante de Riñón/efectos adversos , Aptitud Física , Pronóstico , Estudios Retrospectivos , Receptores de TrasplantesRESUMEN
PURPOSE: Glioblastoma (GBM) is associated with a poorer prognosis when leptomeningeal dissemination (LMD) occurs. Recently, the role of both ventricular entry (VE) during surgery and subventricular zone localization of tumors in promoting LMD in GBM patients has been debated. This article investigates the role of VE in causing LMD in GBM patients. METHODS: We conducted a retrospective analysis of GBMs operated on at our Institution between March 2018 and December 2020. We collected pre- and post-surgical images, anamnestic information, and surgical reports. RESULTS: Two hundred cases were collected. The GBM localization was periventricular in 69.5% of cases, and there was a VE during the surgical procedure in 51% of cases. The risk of post-surgical LMD in the case of VE was 16%. The rate of LMD was higher in the case of VE than not-VE (27.4% vs. 4%, p < 0.0001). The rate of LMD in periventricular GBM was 19% (p = 0.1131). CONCLUSION: According to our data, VE is an independent factor associated with a higher rate of post-surgical LMD, and the periventricular localization is not independently correlated to this negative outcome. Neurosurgeons should avoid VE when possible. The correct surgical strategy should be founded on balancing the need for maximal EOR and the risks associated with VE.
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Neoplasias Encefálicas , Glioblastoma , Radiocirugia , Humanos , Glioblastoma/diagnóstico por imagen , Glioblastoma/cirugía , Glioblastoma/complicaciones , Neoplasias Encefálicas/patología , Estudios Retrospectivos , Procedimientos Neuroquirúrgicos/efectos adversos , Procedimientos Neuroquirúrgicos/métodosRESUMEN
BACKGROUND: The early repolarization pattern (ERp) is an electrocardiographic finding previously associated with arrhythmic risk in adults. The purpose of this study is to evaluate the prevalence and characteristics of ERp in a group of adolescent athletes according to gender. Furthermore, potential associations with clinical, electrocardiographic, and echocardiographic parameters are explored. METHODS: In this cross-sectional study young athletes (age < 18 years) were consecutively enrolled during the annual pre-participation evaluation, undergoing also transthoracic echocardiography assessment from January 2015 to March 2020. RESULTS: The prevalence of ERp was 27% in the whole population. Athletes with ERp were more frequently men practicing endurance sports. Women with ERp showed lower heart rate at rest, greater posterior, and relative ventricular wall thickness than those without ERp. Men with ERp presented higher systolic blood pressure at peak exercise, greater septal wall thickness, and indexed left ventricular mass than those without ERp. Both genders with ERp showed increased QRS voltage and narrower QRS duration. The ERp phenotype in men was more frequently notched with higher amplitude and ascending ST segment. Women's ERp presented more frequently a slurred morphology, especially in the inferior leads, and horizontal ST slope. No differences emerged in the occurrence of arrhythmias at rest and during maximal exercise test between groups, even considering higher risk phenotypes. CONCLUSIONS: ERp is an ECG finding compatible with normal cardiac adaptations to training in young athletes. ERp demonstrated gender differences regarding phenotypes previously associated with increased cardiovascular risk, not showing any differences in arrhythmias during maximal exercise test.
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Ecocardiografía , Electrocardiografía , Arritmias Cardíacas/epidemiología , Atletas , Estudios Transversales , Femenino , Humanos , MasculinoRESUMEN
PURPOSE: Obstructive sleep apnea (OSA) is a widespread comorbidity of obesity. Nasal continuous positive airway pressure (CPAP) has been demonstrated very effective in treating patients with OSA. The aims of this study were to investigate whether or not cardiopulmonary exercise testing (CPET) can characterize patients with OSA and to evaluate the effect of nasal CPAP therapy. METHODS: An observational study was conducted on patients with moderate to severe obesity and suspected OSA. All patients underwent cardiorespiratory sleep study, spirometry, and functional evaluation with ECG-monitored, incremental, maximal CPET. RESULTS: Of the 147 patients, 94 presented with an apnea-hypopnea index (AHI) ≥ 15 events/h and were thus considered to have OSA (52 receiving nasal CPAP treatment; 42 untreated) while 53 formed a control group (AHI < 15 events/h). Patients with untreated OSA showed significantly lower oxygen uptake (VO2), heart rate, minute ventilation (VE), and end tidal carbon dioxide (PETCO2) at peak exercise compared to controls. Patients receiving nasal CPAP showed higher VE and VO2 at peak exercise compared to untreated patients. A difference in PETCO2 between the maximum value reached during test and peak exercise (ΔPETCO2 max-peak) of 1.71 mmHg was identified as a predictor of OSA. CONCLUSION: Patients with moderate to severe obesity and untreated OSA presented a distinctive CPET-pattern characterized by lower aerobic and exercise capacity, higher PETCO2 at peak exercise associated with a lower ventilatory response. Nasal CPAP treatment was shown to positively affect these cardiorespiratory adaptations during exercise. ΔPETCO2 max-peak may be used to suggest OSA in patients with obesity.
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Obesidad Mórbida , Apnea Obstructiva del Sueño , Presión de las Vías Aéreas Positiva Contínua , Prueba de Esfuerzo , Humanos , ObesidadRESUMEN
Radiomics defines a set of techniques for extraction and quantification of digital medical data in an automated and reproducible way. Its goal is to detect features potentially related to a clinical task, like classification, diagnosis, prognosis, and response to treatment, going beyond the intrinsic limits of operator-dependency and qualitative description of conventional radiological evaluation on a mesoscopic scale. In the field of neuro-oncology, researchers have tried to create prognostic models for a better tumor diagnosis, histological and biomolecular classification, prediction of response to treatment, and identification of disease relapse. Concerning glioma surgery, the most significant aid that radiomics can give to surgery is to improve tumor extension detection and identify areas that are more prone to recurrence to increase the extent of tumor resection, thereby ameliorating the patients' prognosis. This chapter aims to review the fundamentals of radiomics models' creation, the latest advance of radiomics in neuro-oncology, and possible radiomic features associated with the extent of resection in the brain gliomas.
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Neoplasias Encefálicas , Glioma , Neoplasias Encefálicas/diagnóstico por imagen , Neoplasias Encefálicas/cirugía , Glioma/diagnóstico por imagen , Glioma/cirugía , Humanos , Aprendizaje Automático , Pronóstico , Estudios RetrospectivosRESUMEN
BACKGROUND/OBJECTIVES: Different approaches are used to classify obesity severity. Beyond classical anthropometric measurements, the Edmonton Obesity Staging System (EOSS) considers medical, physical and psychological parameters. However, this method has some limitations, principally due to the absence of an objective measure for physical impairment. The aim of our study is thus to overcome this limitation suggesting a new functional parameter obtained by cardiopulmonary exercise testing (CPET), i.e., cardiorespiratory fitness (CRF), expressed as weight-adjusted peak oxygen consumption (VO2peak/kg). SUBJECTS/METHODS: This observational cross-sectional study conducted on a population of 843 patients affected by obesity finally enrolled 500 subjects. Every patient underwent clinical, anthropometric, biochemical assessment and CPET. First, participants have been classified according to standard EOSS in five stages. Second, patients were reclassified according to the new modified EOSS (EOSS-CRF) based on their age- and gender-appropriate VO2peak/kg percentiles as reported in the healthy normal-weight population of the FRIEND registry. RESULTS: VO2peak/kg was significantly different between standard EOSS classes 1 and 2 and classes 1 and 3 (ANCOVA p model = 0.004), whereas patients in classes 2 and 3 showed similar CRF. The EOSS-CRF classification varied in number of patients in each class compared to EOSS, particularly with a shift from class 2 to class 3. Moreover, CRF showed that physical impairment is less addressed by EOSS when compared to EOSS-CRF. CONCLUSIONS: The integration of EOSS with CRF allowed us to assign to each patient a severity index that considers not only clinical parameters, but also their functional impairment through a quantitative and prognostically important parameter (VO2peak/kg). This improvement of the staging system may also provide a better approach to identify individuals at increased risk of mortality leading to targeted therapeutic management and prognostic risk stratification for patients with obesity.
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Prueba de Esfuerzo/métodos , Obesidad/clasificación , Adulto , Índice de Masa Corporal , Estudios Transversales , Prueba de Esfuerzo/normas , Prueba de Esfuerzo/estadística & datos numéricos , Femenino , Humanos , Italia/epidemiología , Masculino , Persona de Mediana Edad , Obesidad/complicaciones , Obesidad/epidemiología , Consumo de Oxígeno/fisiología , Pronóstico , Factores de Riesgo , Índice de Severidad de la EnfermedadRESUMEN
BACKGROUND AND AIMS: Ideal Cardiovascular Health (ICH), defined as optimal levels of cardiovascular (CV) health factors and behaviors, has been reported to be very low in adults and children, with consequent several negative health outcomes and higher CV risk. The present study investigated the burden of ICH among Italian adolescents and its association with carotid-femoral pulse wave velocity (cf-PWV). METHODS AND RESULTS: 387 healthy adolescents (mean age 17.1 ± 1.4 years) attending the "G. Donatelli" High School in Terni, Italy, were evaluated. ICH was assessed through clinical evaluation, laboratory measures and interviewer-administered questionnaires. Cf-PWV was measured by arterial tonometry (SphygmoCor). For each ICH metric, a score of 2 was assigned for ideal levels, 1 for intermediate, and 0 for poor. All subjects showed at least one ICH metric, whereas none showed all ICH 7 metrics. The average number of ICH metrics was 4.3 ± 1.1. The highest rates were observed for fasting blood glucose (98%), whereas an ideal healthy diet was achieved only by 8% of subjects. The Cf-PWV was inversely and linearly associated with the sum of ICH metrics (p = 0.03) and the ICH score (p < 0.01). At the multivariate analysis, the association between ICH score and cf-PWV remained significant after adjustment for age, sex, heart rate, mean arterial pressure and other confounders (p = 0.04). CONCLUSION: ICH is relatively uncommon among Italian adolescents and inversely related to cf-PWV. Our results showed a detrimental association between CV unhealthy factors and behaviors with increased aortic stiffness, which starts developing at an early stage of the lifespan.
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Conducta del Adolescente , Enfermedades Cardiovasculares/prevención & control , Conductas Relacionadas con la Salud , Estado de Salud , Estilo de Vida Saludable , Rigidez Vascular , Adolescente , Factores de Edad , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/epidemiología , Enfermedades Cardiovasculares/fisiopatología , Velocidad de la Onda del Pulso Carotídeo-Femoral , Estudios Transversales , Femenino , Encuestas Epidemiológicas , Factores de Riesgo de Enfermedad Cardiaca , Humanos , Italia/epidemiología , Masculino , Factores Protectores , Medición de Riesgo , Conducta de Reducción del Riesgo , Adulto JovenRESUMEN
PURPOSE: Aerobic exercise capacity is reduced in patients with chronic kidney disease, partly due to alterations at the muscular and microvascular level. This study evaluated oxygen uptake (VO2) kinetics as indicator of muscular oxidative metabolism in a population of Kidney Transplant Recipients (KTRs). METHODS: Two groups of KTRs enrolled 3 (n = 21) and 12 months (n = 14) after transplantation and a control group of healthy young adults (n = 16) underwent cardiopulmonary exercise testing on cycle-ergometer. The protocol consisted in two subsequent constant, moderate-load exercise phases with a final incremental test until exhaustion. RESULTS: The time constant of VO2 kinetics was slower in KTRs at 3 and 12 months after transplantation compared to controls (50.4 ± 13.1 s and 43.8 ± 11.6 s vs 28.9 ± 8.4 s, respectively; P < 0.01). Peak VO2 was lower in KTRs evaluated 3 months after transplantation compared to patients evaluated after 1 year (21.3 ± 4.3 and 26.4 ± 8.0 mL/kg/min; P = 0.04). Blood haemoglobin (Hb) concentration was higher in KTRs evaluated at 12 months (12.8 ± 1.7 vs 14.6 ± 1.7 g/dL; P < 0.01). Among KTRs, τ showed a moderate negative correlation with Peak VO2 (ρ = - 0.52) and Oxygen uptake efficiency slope (OUES) (r = - 0.57) while no significant correlation with Hb and peak heart rate. CONCLUSIONS: KTRs show slower VO2 kinetics compared to healthy controls. Hb and peak VO2 seem to improve during the first year after transplantation. VO2 kinetics were significantly associated with indices of cardiorespiratory fitness, but less with central determinants of aerobic capacity, thus suggesting a potential usefulness of adding this index of muscular oxidative metabolism to functional evaluation in KTRs.
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Trasplante de Riñón , Consumo de Oxígeno/fisiología , Adulto , Estudios de Casos y Controles , Prueba de Esfuerzo , Tolerancia al Ejercicio/fisiología , Femenino , Humanos , Masculino , Persona de Mediana EdadRESUMEN
Purpose: Previous data suggest that tronco-conical cuffs should be used for accurate blood pressure (BP) measurement in the obese. However, not only arm size but also its shape may affect the accuracy of BP measurement when a cylindrical cuff is used.Methods: In 197 subjects with arm circumference >32 cm, and 157 subjects with arm circumference ≤ 32 cm, the upper-arm was considered as formed from two truncated cones and the frustum slant angles of the proximal (upper angle) and distal (middle angle) truncated cones were measured. Five cylindrical and five tronco-conical cuffs of appropriate size in relation to arm circumference were used.Results: In the group with large arm, the upper slant angle was greater than the middle angle (86.5 ± 1.7° versus 84.7 ± 2.3°), whereas in the group with normal arm the two angles were similar. In the former group, the cylindrical cuff overestimated BP by 2.5 ± 5.4/1.7 ± 4.7 mmHg, whereas in the latter negligible between-cuff BP discrepancies were found. In the whole sample, BP discrepancies between the cylindrical and the tronco-conical cuffs correlated with both arm size and shape, considered as the difference between the upper and middle slant angles (all p < 0.0001). Among the participants with large arm, the between-cuff BP discrepancies increased progressively with increasing upper-middle angle difference (3.75 ± 0.38/2.78 ± 0.32 mmHg for the top tertile, p < 0.001/<0.001).Conclusions: These data indicate that in people with large upper arms, the tronco-conical shape of the arm is more pronounced on the lower than the upper half, a feature that amplifies the BP measurement error when cylindrical cuffs are used.
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Adiposidad , Determinación de la Presión Sanguínea/instrumentación , Presión Sanguínea , Obesidad/fisiopatología , Extremidad Superior/irrigación sanguínea , Adulto , Anciano , Diseño de Equipo , Femenino , Humanos , Masculino , Persona de Mediana Edad , Obesidad/diagnóstico , Valor Predictivo de las Pruebas , Reproducibilidad de los ResultadosRESUMEN
BACKGROUND: Shunt-dependent hydrocephalus significantly complicates subarachnoid hemorrhage (SAH), and reliable prognosis methods have been sought in recent years to reduce morbidity and costs associated with delayed treatment or neglected onset. Machine learning (ML) defines modern data analysis techniques allowing accurate subject-based risk stratifications. We aimed at developing and testing different ML models to predict shunt-dependent hydrocephalus after aneurysmal SAH. METHODS: We consulted electronic records of patients with aneurysmal SAH treated at our institution between January 2013 and March 2019. We selected variables for the models according to the results of the previous works on this topic. We trained and tested four ML algorithms on three datasets: one containing binary variables, one considering variables associated with shunt-dependency after an explorative analysis, and one including all variables. For each model, we calculated AUROC, specificity, sensitivity, accuracy, PPV, and also, on the validation set, the NPV and the Matthews correlation coefficient (Ï). RESULTS: Three hundred eighty-six patients were included. Fifty patients (12.9%) developed shunt-dependency after a mean follow-up of 19.7 (± 12.6) months. Complete information was retrieved for 32 variables, used to train the models. The best models were selected based on the performances on the validation set and were achieved with a distributed random forest model considering 21 variables, with a Ï = 0.59, AUC = 0.88; sensitivity and specificity of 0.73 (C.I.: 0.39-0.94) and 0.92 (C.I.: 0.84-0.97), respectively; PPV = 0.59 (0.38-0.77); and NPV = 0.96 (0.90-0.98). Accuracy was 0.90 (0.82-0.95). CONCLUSIONS: Machine learning prognostic models allow accurate predictions with a large number of variables and a more subject-oriented prognosis. We identified a single best distributed random forest model, with an excellent prognostic capacity (Ï = 0.58), which could be especially helpful in identifying low-risk patients for shunt-dependency.
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Derivaciones del Líquido Cefalorraquídeo , Hidrocefalia/etiología , Aprendizaje Automático , Hemorragia Subaracnoidea/complicaciones , Adulto , Anciano , Femenino , Humanos , Hidrocefalia/cirugía , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Factores de RiesgoRESUMEN
BACKGROUND: Nutraceuticals represent a new therapeutic frontier in the treatment of metabolic syndrom (MetS) and related cardiovascular risk factors. The aim of this study was to evaluate the potential beneficial effects of Armolipid Plus (AP) (berberine 500 mg, red yest rice, monacolin K 3 mg and policosanol 10 mg) on insulin resistance, lipid profile, particularly on small and dense LDL cholesterol (sdLDL-C), representing the most atherogenic components, as well as its effects on high sensitivity C-reactive protein, a notable marker of cardiovascular risk, blood pressure and cardiac remodeling in subjects affected by MetS, with left ventricular hypertrophy. METHODS: The study was a prospective, multi-center, randomized, double blind, placebo-controlled trial. One hundred and fifty eight patients, aged between 28 and 76 years old, were enrolled and randomized to receive either one tablet of AP or placebo (PL) once daily for 24 weeks. Anthropometric and vital parameters, total cholesterol (tot-C), low-density lipoprotein cholesterol (LDL-C), high density lipoprotein cholesterol (HDL-C), triglyceridemia (TG), non-HDL cholesterol (NHDL-C) and sdLDL-C were evaluated. RESULTS: After 24 weeks of treatment, the analysis performed on 141 subjects (71 in AP arm and 70 in PL arm), showed a significant improvement of lipid profile in the AP group, with reduction in tot-C (- 13.2 mg/dl), LDL-C (- 13.9 mg/dl) and NHDL-C (- 15.3 mg/dl) and increase in HDL-C (+ 2.0 mg/dl). These changes were equally significant compared with placebo (tot-C: AP - 13.2 mg/dL vs PL + 2.7 mg/dL, p < 0.01; LDL-C: AP -13.9 mg/dl vs PL + 1.5 mg/dl, p < 0.01; NHDL-C: AP -15.3 mg/dl vs PL + 2.8 mg/dl, p < 0.01), Although no significant difference was observed between the two arms in the reduction of HDL-C nevertheless it increased significantly in the AP group (AP + 2 mg/dL p < 0.05, PL 0.13 mg/dL). CONCLUSION: The results of this study, applicable to a specific local population show that, in a population of subjects affected by MetS, treatment with AP improves the lipid profile and the most atherogenic factors, thus suggesting a reduction in the risk of development and progression of atherosclerosis, particularly in subjects with high atherogenic risk, due to the presence of sdLDL-C.
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Suplementos Dietéticos , Metabolismo de los Lípidos/efectos de los fármacos , Síndrome Metabólico/dietoterapia , Adulto , Anciano , Berberina/uso terapéutico , LDL-Colesterol/sangre , Método Doble Ciego , Alcoholes Grasos/uso terapéutico , Femenino , Humanos , Hipertrofia Ventricular Izquierda/dietoterapia , Resistencia a la Insulina , Lovastatina/uso terapéutico , Masculino , Síndrome Metabólico/metabolismo , Persona de Mediana Edad , Placebos , Resultado del TratamientoRESUMEN
PURPOSE: Although both European (EACPR) and American (ACSM) Scientific Societies have devised cardiovascular protocols for the assessment of "middle-aged/older" individuals who are about to participate in sports or physical exercise, there are no data regarding the guidelines' sensitivity of these measures. The aim of this study was to compare the outcomes of different international screening protocols. METHODS: This observational cross-sectional study evaluated 525 subjects (80% males; median age 50 [35-85] years) seeking medical certification before participating in sports or regular exercise. The screening protocol consisted in completing a personal history profile, a physical examination, a resting ECG, a maximal exercise test, and, when required, additional instrumental evaluations. The effectiveness of the current EACPR as well as the former and new ACSM guidelines was thereby analyzed. RESULTS: The full screening protocol uncovered 100 previously undetected cardiovascular conditions (main pathologies detected: 21 coronary artery disease (CAD), 14 arterial hypertension, 38 complex arrhythmias). When the European guideline was used, 49% of these conditions went undetected, including 10 CAD. When the former American guideline was used, 29% (6 CAD) went undetected; when the recently updated edition was used, 50% including 11 CAD went undetected. CONCLUSION: The former ACSM guideline demonstrated a higher diagnostic sensitivity than the newer version and the EACPR guideline. Current screening protocols might be adapted for subjects performing high-intensity exercise due to their higher risk for cardiovascular and exercise-associated adverse events. The use of an incremental ECG-monitored maximal exercise test seems to improve these screening outcomes.
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Enfermedades Cardiovasculares/diagnóstico , Prueba de Esfuerzo , Guías de Práctica Clínica como Asunto , Medicina Deportiva/normas , Adulto , Anciano , Anciano de 80 o más Años , Arritmias Cardíacas/diagnóstico , Enfermedad de la Arteria Coronaria/diagnóstico , Estudios Transversales , Electrocardiografía , Femenino , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Medición de Riesgo , Sensibilidad y Especificidad , Sociedades Médicas , DeportesRESUMEN
OBJECTIVE: Arterial switch operation (ASO) is nowadays the standard of care for neonates with D-transposition of the great arteries (D-TGA). We evaluated our early and late results with ASO for D-TGA. MATERIALS AND METHODS: We collected data on 267 patients with D-TGA, either with intact ventricular septum (D-TGA/IVS; n = 182, 68%) and with other associated congenital heart malformations (complex D-TGA; n = 85, 32%) that underwent ASO between January 1987 and July 2018. RESULTS: Median age at ASO was 8 days (interquartile range [IQR], 6-12 days). Fifteen patients (5.6%) died in hospital (6/182 with D-TGA/IVS, 3.3% and 9/85 with complex D-TGA, 11%; P = 0.02). Median follow-up time was 10.2 years (IQR, 3.7-18 years). There were 2 (0.8%) late sudden deaths. Overall survival at 10 and 20 years was 94% and 93%, respectively. Thirty-five patients (14%) required either reoperations or reinterventions, mainly for right ventricular outflow tract obstruction (n = 28, 11%). Freedom from reoperation/reintervention at 10 and 20 years was 87% and 78%, respectively. All patients were in NYHA I at latest clinical examination. Six over 173 patients (3.4%) who underwent a postoperative evaluation of their coronaries presented acquired anomalies. Forty-four patients (17%) who performed a cardiopulmonary exercise testing (CPET) have a predicted VO 2 comparable to normal peers. CONCLUSIONS: The results of ASO for D-TGA are excellent, with a fairly low mortality and reoperation/reintervention rate. Functional capacity evaluated with CPET is comparable to normal peers. Continuous follow-up for detecting asymptomatic acquired coronary artery disease is mandatory. A reassessment of competitive sport eligibility criteria for specific D-TGA patients should be considered.
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Transposición de los Grandes Vasos/cirugía , Procedimientos Quirúrgicos Vasculares/métodos , HumanosRESUMEN
Metabolic syndrome (MS), a cluster of metabolic abnormalities linked to insulin-resistance and abdominal obesity, is associated with an increased risk of Type II diabetes mellitus (DM) and cardiovascular (CV) disease. Its prevalence is high, affecting 20%-30% of the general population, and increases with age in a sex-specific manner: in fact, while below 50 years it is slightly higher in men, it reverses after 50 years. The pronounced age-related increase in the prevalence of MS in women occurs as the result of several factors, which may be classified into sex- and gender-related factors. Sex-related factors, linked to genetical and biological pathways, are mainly driven by hyperandrogenism, insulin-resistance, and the associated increase in abdominal obesity and HDL-cholesterol reduction occurring after menopause. Gender-related factors are sensitive to social and cultural behaviors, dietary habits and psychosocial factors. Women are more prone than men to develop MS in response to work stress and low socio-economic status. Sex and gender differences in the prevalence of MS may translate in different CV risk associated. Prospective studies suggest that the CV risk in women with MS is not only equal but also superior to the CV risk of men with MS. This difference is mostly attenuated when adjusting for the presence of overt DM. Despite similar odds for CV events, the number of CV events may be higher in elderly women because of the higher prevalence of MS compared to men in this age group. Men and women may also have a differential response to treatments for MS, such as lifestyle measures and weight loss. Recent observations suggest that men are better responders than women to non-pharmaceutical therapeutic strategies aimed at reducing the prevalence of MS, although this should be confirmed in large-scale studies. The present review describes the impact of sex and gender on the prevalence, clinical presentation, prognostic significance and treatment of the MS. Attention to gender specificities should be a mandatory pre-requisite of clinical and epidemiological research on MS and CV disease, for a better knowledge and development of health strategies.
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Enfermedades Cardiovasculares/epidemiología , Síndrome Metabólico/epidemiología , Síndrome Metabólico/terapia , Femenino , Humanos , Estilo de Vida , Masculino , Síndrome Metabólico/complicaciones , Prevalencia , Factores de Riesgo , Factores SexualesRESUMEN
Obesity is a disease that is assuming pandemic proportions in recent decades. With the advancement of medicine and increased access to care, average survival has increased, resulting in a larger number of elderly people. As a result, the amount of elderly people living with obesity is increasing, and the morbidity and impact of obesity on ageing implies severe limitations for these people. The link between obesity and ageing is not only epidemiological, but also strictly pathophysiological. Obesity accelerates the ageing process and ageing is characterised by pathophysiological mechanisms shared by obesity itself. Some examples of alterations shared by ageing and obesity are metabolic changes, sarcopenia and reduced functional capacity related to both loss of muscle strength and reduced cardiorespiratory fitness, as well as a general reduction in the perception of quality of life. The specific ability to antagonize these mechanisms through non-pharmacological treatment based on nutrition and exercise has always been one of the focal points of the international literature. Therefore, this review provides the state of the art on scientific knowledge regarding the main effects of an adequate nutritional plan and an individualised exercise prescription on the general health of elderly with obesity. In particular, this paper addresses the effect of nutrition and physical exercise on pathophysiological changes peculiar of ageing and obesity, providing also the scientific rational for nutritional and exercise prescription in the population.