Efeitos do treinamento aeróbico e combinado na distância percorrida sem dor e na qualidade de vida relacionada à saúde em pacientes com doença arterial periférica : um ensaio clínico randomizado

Background: Decreased walking ability in patients with peripheral arterial disease is often a clinical problem and limits the quality of life and daily activities of these subjects. physical exercise is important in this scenario, as it improves both the daily walking distance and the ability to withstand intermittent claudication related to the limitations of the peripheral disease. Objectives: Our aim was to compare the effects of two types of exercise training (aerobic training and aerobic training combined with resistance exercises) on pain-free walking distance (PFWD) and health-related quality of life (HRQoL) in a sample composed of patients with peripheral artery disease (PAD). Methods: Twenty patients with claudication symptoms were randomized to either aerobic control (AC) N= 9, or combined training (CT) N= 8, (24 sixty-minute sessions, twice a week). The total walking distance until onset of pain due to claudication was assessed using the 6-minute walk test and HRQoL was measured using the WHOQOL-bref questionnaire (general and specific domains) at baseline and after training. We used generalized estimating equations (GEE) to assess the differences between groups for the PFWD and HRQoL domains, testing the main group and time effects and their respective interaction effects. P values < 0.05 were considered statistically significant. Results: Seventeen patients (mean age 63±9 years; 53% male) completed the study. Both groups experienced improvement in claudication, as reflected by a significant increase in PFWD: AC, 149 m to 299 m (P<0.001); CT, 156 m to 253 m (P<0.001). HRQoL domains also improved similarly in both groups (physical capacity, psychological aspects, and self-reported quality of life; P=0.001, P=0.003, and P=0.011 respectively). Conclusions: Both aerobic and combined training similarly improved PFWD and HRQoL in PAD patients. There are no advantages in adding strength training to conventional aerobic training. This study does not support the conclusion that combined training is a good strategy for these patients when compared with classic training.Contexto: A diminuição da capacidade de marcha em pacientes com doença arterial periférica é frequentemente um problema clínico e limita a qualidade de vida e as atividades diárias desses indivíduos. O exercício físico é importante nesse cenário, pois melhora tanto a distância caminhada diária quanto a capacidade de suportar a claudicação intermitente relacionada às limitações da doença periférica. Objetivos: Comparar os efeitos do treinamento aeróbico (TA) e do treinamento aeróbico combinado com exercícios de resistência (TC) na distância percorrida livre de dor (DPLD) e na qualidade de vida relacionada à saúde (QVRS) em pacientes com doença arterial periférica (DAP). Métodos: Vinte pacientes com sintomas de claudicação foram randomizados para TA ou TC. Os treinamentos foram realizados em 24 sessões, duas vezes por semana. A DPLD foi avaliada por meio do teste de caminhada de 6 minutos, e a QVRS foi medida pelo instrumento da avaliação de qualidade de vida da Organização Mundial da Saúde (WHOQOL-BREF), no início e após o treinamento. Para avaliar as diferenças entre os grupos para DPLD e os domínios da QVRS, foi utilizado o modelo de equações de estimativa generalizada, testando os efeitos principais do grupo e tempo, bem como os respectivos efeitos de interação. Valores de p < 0,05 foram considerados estatisticamente significativos. Resultados: Dezessete pacientes (idade média: 63±9 anos; 53% do sexo masculino) completaram o estudo. Ambos os grupos apresentaram melhora na claudicação, refletida por um aumento significativo na DPLD: grupo controle aeróbico - de 149 m para 299 m (P < 0,001); grupo de treinamento combinado - de 156 m para 253 m (P < 0,001). Os domínios da QVRS também melhoraram de forma semelhante em ambos os grupos (capacidade física, aspectos psicológicos e qualidade de vida autorreferida; P = 0,001, P = 0,003 e P = 0,011, respectivamente). Conclusões: Ambos os treinamentos melhoraram de forma semelhante a DPLD e a QVRS em pacientes com DAP. Não há vantagens em associar o treinamento de força ao treinamento aeróbico convencional. O estudo não permite concluir que o TC é uma boa estratégia para esses pacientes quando comparado ao treinamento clássico

Fingerlings mass estimation: A comparison between deep and shallow learning algorithms

The paper presents some results regarding the automatic mass estimation of Pintado Real fingerlings, using machine learning techniques to support the fish production process. For this purpose, an image dataset called FISHCV1206FSEG, was created which is composed of 1206 images of fingerlings with their respective annotated masses. Through the fish contours, the area and perimeter were extracted, and submitted to the J48, SVM, and KNN classification algorithms and a linear regression algorithm. The images were also submitted to ResNet50, In- ceptionV3, Exception, VGG16, and VGG19 convolutional neural networks. As a result, the classification algorithm J48 reached an accuracy of 58.2% and a linear regression model capable of predicting the mass of a Pintado Real fingerling with a mean squared error of 1.5 g. The convolutional neural network ResNet50 obtained an accuracy of 67.08%. We can highlight the contributions of this work through the presentation of a methodology to classify the mass of fingerlings in a non-invasive way and by the analyses and comparing results of different machine learning algorithms for classification and regression

Vasodilation and reduction of systolic blood pressure after one session of high-intensity interval training in patients with heart failure with preserved ejection fraction

Fundamento: Insuficiência cardíaca com fração de ejeção preservada (ICFEP) é uma síndrome multifatorial caracterizada por limitação ao exercício. O treinamento intervalado de alta intensidade (HIIT) é uma estratégia emergente para a reabilitação do exercício em diferentes contextos. Em pacientes com ICFEP, os efeitos subagudos do HIIT sobre a função endotelial e a pressão arterial ainda são desconhecidos. Objetivo: Avaliar o efeito subagudo de uma única sessão do HIIT sobre a função endotelial e a pressão arterial em pacientes com ICFEP. Métodos: Dezesseis pacientes com ICFEP foram submetidos a uma sessão de 36 minutos de HIIT em esteira rolante, alternando quatro minutos de intervalos de alta intensidade com três minutos de recuperação ativa. O diâmetro da artéria braquial, a dilatação mediada pelo fluxo e a pressão arterial foram avaliados imediatamente antes e 30 minutos após a sessão de HIIT. Em todas as análises, p <0,05 foi considerado estatisticamente significativo. Resultados: Houve aumento do diâmetro da artéria braquial (pré-exercício: 3,96 ± 0,57 mm; pós-exercício: 4,33 ± 0,69 mm; p < 0,01), e diminuição da pressão arterial sistólica (pré-exercício: 138 ± 21 mmHg; pós-exercício: 125 ± 20 mmHg; p < 0,01). A dilatação mediada por fluxo (pré-exercício: 5,91 ± 5,20%; pós-exercício: 3,55 ± 6,59%; p = 0,162) e pressão arterial diastólica (pré-exercício: 81 ± 11 mmHg; pós-exercício: 77 ± 8 mmHg; p = 1,000) não se alteraram significativamente. Não houve eventos adversos durante o experimento. Conclusões: Uma única sessão do HIIT promoveu aumento do diâmetro da artéria braquial e redução da pressão arterial sistólica, mas não alterou a dilatação mediada pelo fluxo e a pressão arterial diastólica.Background: Heart failure with preserved ejection fraction (HFpEF) is a multifactorial syndrome characterized by a limited exercising capacity. High-intensity interval training (HIIT) is an emerging strategy for exercise rehabilitation in different settings. In patients with HFpEF, HIIT subacute effects on endothelial function and blood pressure are still unknown. Objective: To evaluate the subacute effect of one HIIT session on endothelial function and blood pressure in patients with HFpEF. Methods: Sixteen patients with HFpEF underwent a 36-minute session of HIIT on a treadmill, alternating four minutes of high-intensity intervals with three minutes of active recovery. Brachial artery diameter, flow-mediated dilation, and blood pressure were assessed immediately before and 30 minutes after the HIIT session. In all analyses, p <0.05 was considered statistically significant. Results: There was an increase in brachial artery diameter (pre-exercise: 3.96 ± 0.57 mm; post-exercise: 4.33 ± 0.69 mm; p < 0.01) and a decrease in systolic blood pressure (pre-exercise: 138 ± 21 mmHg; post-exercise: 125 ± 20 mmHg; p < 0.01). Flow-mediated dilation (pre‑exercise: 5.91 ± 5.20%; post-exercise: 3.55 ± 6.59%; p = 0.162) and diastolic blood pressure (pre-exercise: 81 ± 11 mmHg; post‑exercise: 77 ± 8mmHg; p = 1.000) did not change significantly. There were no adverse events throughout the experiment. Conclusions: One single HIIT session promoted an increase in brachial artery diameter and reduction in systolic blood pressure, but it did not change flow-mediated dilation and diastolic blood pressure

Energy Estimation of Cosmic Rays with the Engineering Radio Array of the Pierre Auger Observatory

The Auger Engineering Radio Array (AERA) is part of the Pierre Auger Observatory and is used to detect the radio emission of cosmic-ray air showers. These observations are compared to the data of the surface detector stations of the Observatory, which provide well-calibrated information on the cosmic-ray energies and arrival directions. The response of the radio stations in the 30 to 80 MHz regime has been thoroughly calibrated to enable the reconstruction of the incoming electric field. For the latter, the energy deposit per area is determined from the radio pulses at each observer position and is interpolated using a two-dimensional function that takes into account signal asymmetries due to interference between the geomagnetic and charge-excess emission components. The spatial integral over the signal distribution gives a direct measurement of the energy transferred from the primary cosmic ray into radio emission in the AERA frequency range. We measure 15.8 MeV of radiation energy for a 1 EeV air shower arriving perpendicularly to the geomagnetic field. This radiation energy -- corrected for geometrical effects -- is used as a cosmic-ray energy estimator. Performing an absolute energy calibration against the surface-detector information, we observe that this radio-energy estimator scales quadratically with the cosmic-ray energy as expected for coherent emission. We find an energy resolution of the radio reconstruction of 22% for the data set and 17% for a high-quality subset containing only events with at least five radio stations with signal.Comment: Replaced with published version. Added journal reference and DO

Measurement of the Radiation Energy in the Radio Signal of Extensive Air Showers as a Universal Estimator of Cosmic-Ray Energy

We measure the energy emitted by extensive air showers in the form of radio emission in the frequency range from 30 to 80 MHz. Exploiting the accurate energy scale of the Pierre Auger Observatory, we obtain a radiation energy of 15.8 \pm 0.7 (stat) \pm 6.7 (sys) MeV for cosmic rays with an energy of 1 EeV arriving perpendicularly to a geomagnetic field of 0.24 G, scaling quadratically with the cosmic-ray energy. A comparison with predictions from state-of-the-art first-principle calculations shows agreement with our measurement. The radiation energy provides direct access to the calorimetric energy in the electromagnetic cascade of extensive air showers. Comparison with our result thus allows the direct calibration of any cosmic-ray radio detector against the well-established energy scale of the Pierre Auger Observatory.Comment: Replaced with published version. Added journal reference and DOI. Supplemental material in the ancillary file

Measurement of the cosmic ray spectrum above 4×10184{\times}10^{18} eV using inclined events detected with the Pierre Auger Observatory

A measurement of the cosmic-ray spectrum for energies exceeding $4{\times}10^{18}$ eV is presented, which is based on the analysis of showers with zenith angles greater than $60^{\circ}$ detected with the Pierre Auger Observatory between 1 January 2004 and 31 December 2013. The measured spectrum confirms a flux suppression at the highest energies. Above $5.3{\times}10^{18}$ eV, the "ankle", the flux can be described by a power law $E^{-\gamma}$ with index $\gamma=2.70 \pm 0.02 \,\text{(stat)} \pm 0.1\,\text{(sys)}$ followed by a smooth suppression region. For the energy ($E_\text{s}$) at which the spectral flux has fallen to one-half of its extrapolated value in the absence of suppression, we find $E_\text{s}=(5.12\pm0.25\,\text{(stat)}^{+1.0}_{-1.2}\,\text{(sys)}){\times}10^{19}$ eV.Comment: Replaced with published version. Added journal reference and DO

Pervasive gaps in Amazonian ecological research

Biodiversity loss is one of the main challenges of our time,1,2 and attempts to address it require a clear un derstanding of how ecological communities respond to environmental change across time and space.3,4 While the increasing availability of global databases on ecological communities has advanced our knowledge of biodiversity sensitivity to environmental changes,5–7 vast areas of the tropics remain understudied.8–11 In the American tropics, Amazonia stands out as the world’s most diverse rainforest and the primary source of Neotropical biodiversity,12 but it remains among the least known forests in America and is often underrepre sented in biodiversity databases.13–15 To worsen this situation, human-induced modifications16,17 may elim inate pieces of the Amazon’s biodiversity puzzle before we can use them to understand how ecological com munities are responding. To increase generalization and applicability of biodiversity knowledge,18,19 it is thus crucial to reduce biases in ecological research, particularly in regions projected to face the most pronounced environmental changes. We integrate ecological community metadata of 7,694 sampling sites for multiple or ganism groups in a machine learning model framework to map the research probability across the Brazilian Amazonia, while identifying the region’s vulnerability to environmental change. 15%–18% of the most ne glected areas in ecological research are expected to experience severe climate or land use changes by 2050. This means that unless we take immediate action, we will not be able to establish their current status, much less monitor how it is changing and what is being lostinfo:eu-repo/semantics/publishedVersio