Detection of seizures with ictal tachycardia, using heart rate variability and patient adaptive logistic regression machine learning methods: A hospital-based validation study.

OBJECTIVE: Automated seizure detection of focal epileptic seizures is needed for objective seizure quantification to optimize the treatment of patients with epilepsy. Heart rate variability (HRV)-based seizure detection using patient-adaptive threshold with logistic regression machine learning (LRML) methods has presented promising performance in a study with a Danish patient cohort. The objective of this study was to assess the generalizability of the novel LRML seizure detection algorithm by validating it in a dataset recorded from long-term video-EEG monitoring (LTM) in a Brazilian patient cohort. METHODS: Ictal and inter-ictal ECG-data epochs recorded during LTM were analyzed retrospectively. Thirty-four patients had 107 seizures (79 focal, 28 generalized tonic-clonic [GTC] including focal-to-bilateral-tonic-clonic seizures) eligible for analysis, with a total of 185.5 h recording. Because HRV-based seizure detection is only suitable in patients with marked ictal autonomic change, patients with >50 beats/min change in heart rate during seizures were selected as responders. The patient-adaptive LRML seizure detection algorithm was applied to all elected ECG data, and results were computed separately for responders and non-responders. RESULTS: The patient-adaptive LRML seizure detection algorithm yielded a sensitivity of 84.8% (95% CI: 75.6-93.9) with a false alarm rate of .25/24 h in the responder group (22 patients, 59 seizures). Twenty-five of the 26 GTC seizures were detected (96.2%), and 25 of the 33 focal seizures without bilateral convulsions were detected (75.8%). SIGNIFICANCE: The study confirms in a new, independent external dataset the good performance of seizure detection from a previous study and suggests that the method is generalizable. This method seems useful for detecting both generalized and focal epileptic seizures. The algorithm can be embedded in a wearable seizure detection system to alert patients and caregivers of seizures and generate objective seizure counts helping to optimize the treatment of the patients.

Differences in motor unit behavior during isometric contractions in patients with diabetic peripheral neuropathy at various disease severities.

The aim of this study was to determine whether HD-sEMG is sensitive to detecting changes in motor unit behavior amongst healthy adults and type 2 diabetes mellitus (T2DM) patients presenting diabetic peripheral neuropathy (DPN) at different levels. Healthy control subjects (CON, n = 8) and T2DM patients presenting no DPN symptoms (ABS, n = 8), moderate DPN (MOD, n = 18), and severe DPN (SEV, n = 12) performed isometric ankle dorsiflexion at 30 % maximum voluntary contraction while high-density surface EMG (HD-sEMG) was recorded from the tibialis anterior muscle. HD-sEMG signals were decomposed, providing estimates of discharge rate, motor unit conduction velocity (MUCV), and motor unit territory area (MUTA). As a result, the ABS group presented reduced MUCV compared to CON. The groups with diabetes presented significantly larger MUTA compared to the CON group (p < 0.01), and the SEV group presented a significantly lower discharge rate compared to CON and ABS (p < 0.01). In addition, the SEV group presented significantly higher CoVforce compared to CON and MOD. These results support the use of HD-SEMG as a method to detect peripheral and central changes related to DPN.

Use of Machine Learning and Routine Laboratory Tests for Diabetes Mellitus Screening.

Most patients with diabetes mellitus are asymptomatic, which leads to delayed and more complex treatment. At the same time, most individuals are routinely subjected to standard clinical laboratory examinations, which create large health datasets over a lifetime. Computer processing has been used to search for health anomalies and predict diseases using clinical examinations. This work studied machine learning models to support the screening of diabetes through routine laboratory tests using data from laboratory tests of 62,496 patients. The classification and regression models used were the K-nearest neighbor, support vector machines, Bayes naïve, random forest models, and artificial neural networks. Glycated hemoglobin, a test used for diabetes diagnosis, was used as the target. Regression models calculated glycated hemoglobin directly and were later classified. The performance of classification computer models has been studied under various subdataset partitions and combinations (e.g., healthy, prediabetic, and diabetes, as well as no healthy and no diabetes). The best single performance was achieved with the artificial neural network model when detecting prediabetes or diabetes. The artificial neural network classification model scored 78.1%, 78.7%, and 78.4% for sensitivity, precision, and F1 scores, respectively, when identifying no healthy group. Other models also had good results, depending on what is desired. Machine learning-based models can predict glycated hemoglobin values from routine laboratory tests and can be used as a screening tool to refer a patient for further testing.

How predictable is heart rate variability in Brazilian patients with drug-resistant mesial temporal lobe epilepsy?

This study aimed to compare heart rate variability (HRV) in patients with drug-resistant mesial temporal lobe epilepsy (MTLE) with healthy controls and to analyze their clinical and sociodemographic variables predictive for HRV. Thirty-nine consecutive patients with drug-resistant MTLE were included in the study. The control group included twenty-seven healthy participants matched by age and gender. Seven HRV indices (HR, RR, rMSSD, SDNN, LF, HF, and LF/HF) were compared between patients and controls. The clinical and sociodemographic variables independently associated with the HRV indices were identified by multiple linear regression. In comparison with controls, the patients with MTLE showed a significant reduction in RR, rMSSD, SDNN, LF, HF, and LF/HF indices (t value 1.97-5.97, p < 0.05). Multiple regression models showed that disease duration predicted 11-22% of the analyzed HRV indices. Time domain indices showed higher association with disease duration than coefficients in frequency domain. Patients with drug-resistant MTLE present cardiac autonomic tone dysfunction, showing a significant reduction in their HRV indices (RR, SDNN, rMSSD, LF, HF, and LF/HF). Disease duration has a negative association with all HRV indices. This study contributes to understanding the relationship between MTLE and the cardiac autonomic tone, with possible implications for sudden unexpected death in epilepsy.

Use of Artificial Intelligence in the Search for New Information Through Routine Laboratory Tests: Systematic Review.

Background: In recent decades, the use of artificial intelligence has been widely explored in health care. Similarly, the amount of data generated in the most varied medical processes has practically doubled every year, requiring new methods of analysis and treatment of these data. Mainly aimed at aiding in the diagnosis and prevention of diseases, this precision medicine has shown great potential in different medical disciplines. Laboratory tests, for example, almost always present their results separately as individual values. However, physicians need to analyze a set of results to propose a supposed diagnosis, which leads us to think that sets of laboratory tests may contain more information than those presented separately for each result. In this way, the processes of medical laboratories can be strongly affected by these techniques. Objective: In this sense, we sought to identify scientific research that used laboratory tests and machine learning techniques to predict hidden information and diagnose diseases. Methods: The methodology adopted used the population, intervention, comparison, and outcomes principle, searching the main engineering and health sciences databases. The search terms were defined based on the list of terms used in the Medical Subject Heading database. Data from this study were presented descriptively and followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses; 2020) statement flow diagram and the National Institutes of Health tool for quality assessment of articles. During the analysis, the inclusion and exclusion criteria were independently applied by 2 authors, with a third author being consulted in cases of disagreement. Results: Following the defined requirements, 40 studies presenting good quality in the analysis process were selected and evaluated. We found that, in recent years, there has been a significant increase in the number of works that have used this methodology, mainly because of COVID-19. In general, the studies used machine learning classification models to predict new information, and the most used parameters were data from routine laboratory tests such as the complete blood count. Conclusions: Finally, we conclude that laboratory tests, together with machine learning techniques, can predict new tests, thus helping the search for new diagnoses. This process has proved to be advantageous and innovative for medical laboratories. It is making it possible to discover hidden information and propose additional tests, reducing the number of false negatives and helping in the early discovery of unknown diseases.

Papel do strain no diagnóstico precoce da cardiomiopatia diabética / Role of strain in the early diagnosis of diabetic cardiomyopathy

Fundamento: A ecocardiografia avançada com utilização de strain miocárdico bi e tridimensional propõe identificar a disfunção sistólica subclínica em diversas condições clínicas. No diabetes mellitus, seu papel é de grande interesse para diagnóstico precoce de cardiomiopatia diabética. Contudo, há grande heterogeneidade nos artigos publicados. Objetivo: Realizar uma revisão sistemática, para avaliar o papel atual da avaliação com strain nos pacientes com diabetes mellitus. Métodos: Após revisão sistemática em cinco bancos de dados, 19 estudos que utilizaram strain bidimensional e oito estudos que utilizaram strain tridimensional foram incluídos. Resultados:Na avaliação por strain bidimensional, a amostra totalizou 1.774 indivíduos com diabetes mellitus, com idade média de 57,1 anos e mediana de 55 anos, com equilíbrio em relação ao sexo dos participantes (47,5% do sexo feminino). Nos estudos que utilizaram strain tridimensional, foram incluídos 488 indivíduos com diabetes, com idade média de 55,7 anos e mediana de 63 anos, também com equilíbrio entre o sexo dos pacientes (51% do sexo feminino). O strain global longitudinal foi o marcador de deformação miocárdica que mais frequentemente conseguiu demonstrar diferença entre grupos com indivíduos diabéticos e controles. Conclusão: O strain miocárdico por speckle tracking bi e tridimensional permite identificar disfunção sistólica subclínica em pacientes diabéticos, o que se torna mais marcante nos pacientes com mais fatores de risco associados e com remodelamento ventricular.(AU)

Background: Advanced echocardiography using two- and three-dimensional myocardial strain proposes to identify subclinical systolic dysfunction in different clinical conditions. Strain assessment plays an important role in the early diagnosis of diabetic cardiomyopathy in diabetes mellitus (DM). However, the findings of published articles are heterogeneous. Here we conducted a systematic review to analyze the current role of strain assessment in patients with DM. Methods: This systematic review of five databases identified 19 studies that used twodimensional strain and 8 studies that used three-dimensional strain. Results: The studies of two-dimensional strain included 1,774 DM patients (mean age, 57.1 years; median age, 55 years; 47.5% women), while those of three-dimensional strain included 488 DM patients (mean age, 55.7 years; median age, 63 years; 51% women). Global longitudinal strain was the myocardial deformation marker that differed most frequently between the DM and control groups. Conclusion: Myocardial strain imaging by two- and three-dimensional speckle tracking echocardiography allows the identification of subclinical systolic dysfunction in DM patients, and differences become more marked when associated with risk factors and ventricular remodeling.(AU)

Cardiac autonomic function in Chagas disease: a narrative review / Função autonômica cardíaca na doença de Chagas: uma revisão narrativa / Función autonómica cardíaca en la enfermedad de Chagas: una revisión narrativa

Chagas disease (CD) is a severe health problem in countries of Latin America, including Brazil, and is characterised as an acute and chronic infection. CD can affect several organs and cellular tissues, in particular the heart, which can lead to sudden death. This work aimed to review the literature regarding cardiac autonomic function assessed by Heart Rate Variability (HRV) in CD in adult individuals. The search was carried out using the electronic databases PubMed, SciELO, and Web of Science between January 2013 and October 2020. A total of 19 articles were found, of which 14 were included in this review. HRV was demonstrated at baseline conditions, physical exercise, and cardiac rehabilitation. Quantifying CD progression assessed by HRV is an effective method to detect changes in the cardiac autonomic nervous system, even in asymptomatic individuals. Physical exercise can improve autonomic function in CD. Further clinical studies are needed to assess the anatomical-functional, metabolic, and immunological parameters associated with CD evaluated by HRV.

A doença de Chagas (DC) é um grave problema de saúde em países da América Latina, incluindo o Brasil, sendo caracterizada como infecção aguda e crônica. A DC pode afetar vários órgãos e tecidos celulares, em particular o coração, podendo levar à morte súbita. O objetivo deste trabalho foi revisar a literatura relacionada à função autonômica cardíaca avaliada pela Variabilidade da Frequência Cardíaca (VFC) na DC em indivíduos adultos. A busca foi realizada nas bases de dados eletrônicas PubMed, SciELO e Web of Science entre o período de janeiro de 2013 a outubro de 2020. Foram encontrados 19 artigos, dos quais 14 foram incluídos nesta revisão. A VFC foi demonstrada em condições basais, exercícios físicos e reabilitação cardíaca. Quantificar a progressão da DC avaliada pela VFC é um método eficaz para detectar alterações no sistema nervoso autônomo cardíaco, mesmo em indivíduos assintomáticos. O exercício físico pode melhorar a função autonômica na DC. Mais estudos clínicos são necessários para avaliar os parâmetros anátomo-funcionais, metabólicos e imunológicos associados à DC e avaliados pela VFC.

La enfermedad de Chagas (EC) es un grave problema de salud que enfrenta los países de América Latina y se caracteriza por ser una infección aguda y crónica. La EC puede afectar varios órganos y tejidos celulares, en particular el corazón, y puede provocar la muerte súbita. El objetivo de este estudio fue revisar la literatura que relaciona la función autónoma cardíaca evaluada por la Variabilidad de la Frecuencia Cardíaca (VFC) en la EC en individuos adultos. La búsqueda se realizó en las bases de datos electrónicas PubMed, SciELO y Web of Science desde enero de 2013 hasta octubre de 2020. Se encontraron 19 artículos, de los cuales 14 fueron incluidos en esta revisión. La VFC se ha demostrado en condiciones basales, ejercicio físico y rehabilitación cardíaca. La cuantificación de la progresión de la EC evaluada por la VFC es un método eficaz para detectar cambios en el sistema nervioso autónomo cardíaco, incluso en individuos asintomáticos. El ejercicio físico puede mejorar la función autónoma en la EC. Se necesitan más estudios clínicos para evaluar los parámetros anatómico-funcionales, metabólicos e inmunológicos asociados con la EC y evaluados por la VFC.

The use of echocardiography in type 1 diabetes. / Avaliação ecocardiográfica na diabetes mellitus tipo 1.

INTRODUCTION: Type 1 diabetes (T1D) is a chronic disease with peak incidence in adolescence; it has a major impact on morbidity and mortality, especially cardiovascular. Diabetic cardiomyopathy is characterized by structural and functional lesions in the absence of other diseases and is involved in the progression to heart failure. Echocardiography has led to the identification of early cardiac lesions, despite controversial results in the literature in patients with T1D. OBJECTIVE: The objective of this study is to assess cardiac changes in individuals with TD1 compared to the control group using conventional two-dimensional Doppler and advanced speckle tracking echocardiography. METHODS: This is a case-control study with 40 asymptomatic, normotensive T1D patients aged 20 to 50 years and 40 healthy subjects. Two-dimensional echocardiography was performed to measure myocardial thickness and cardiac chambers. Tissue Doppler echocardiography was used for diastolic analysis and speckle tracking echocardiography to quantify ventricular systolic function. RESULTS: The mean age was 33 years in both groups, with an average T1D duration of 18 years; 20% of patients with T1D had diabetic retinopathy; 12.5% kidney injury; and 10% peripheral neuropathy. There were differences in the left ventricular diastolic function parameters (lateral E', middle E' and S/D ratio) and right ventricle (tricuspid E and tricuspid E'/A' ratio). The mean value of the global longitudinal strain was -21.7% (+- 2.3) in the T1D group and -21.0% (+-2.0) in the control group (p=0.21). CONCLUSION: Echocardiography revealed a reduction in indices of diastolic function in T1D compared to the control group, which may be the initial cardiac lesion in diabetes.

AMPAr GluA1 Phosphorylation at Serine 845 in Limbic System Is Associated with Cardiac Autonomic Tone.

The central autonomic network, which is connected to the limbic system structures including the amygdala (AMY) and anterior hippocampus (aHIP), regulates the sympathetic and parasympathetic modulation of visceromotor, neuroendocrine, pain, and behavior manifestations during stress responses. Heart rate variability (HRV) is useful to estimate the cardiac autonomic tone. The levels of phosphorylation on the Ser831 and Ser845 sites of the GluA1 subunit of the AMPAr (P-GluA1-Ser845 and P-GluA1-Ser831) are useful markers of synaptic plasticity. The relation between synaptic plasticity in the human limbic system structures and autonomic regulation in humans is unknown. This study investigated the association between HRV and neurochemistry biomarkers of synaptic plasticity in AMY and aHIP. HRV indices were obtained from the resting state electrocardiogram of patients with drug-resistant mesial temporal lobe epilepsy (MTLE, n = 18) and the levels of P-GluA1-Ser845 and P-GluA1-Ser831 in the AMY and aHIP resected during the epilepsy surgery. A backward stepwise multiple linear regression models were used to analyze the association between HRV and synaptic plasticity biomarkers controlling for imbalances in the distribution of sociodemographic, clinical, neuroimaging, and neurosurgical variables. P-GluA1-Ser845 levels in AMY show a negative association (p < 0.05) with the 3 investigated parasympathetic autonomic HRV indices (SDNN, rMSSD, and HF) predicting 24 to 40% of their variation. The final multiple linear regression models include disease duration and levels of P-GluA1-Ser845 and predict 24 to 56% of cardiac autonomic tone variation (p < 0.01). P-GluA1-Ser845 levels in AMY and aHIP are negatively associated with the resting HRV in MTLE-HS indicating that increased synaptic efficiency in amygdala is associated with a parasympathetic cardiac autonomic tone impairment. The results suggest that specific changes in synaptic plasticity may be involved in the brain-heart axis regulation by the limbic system.

Capsaicin-sensitive fibers mediate periorbital allodynia and activation of inflammatory cells after traumatic brain injury in rats: Involvement of TRPV1 channels in post-traumatic headache.

Post-traumatic headache (PTH) is a condition that frequently affects individuals after traumatic brain injury (TBI). Inflammation is one of the major causes of this disability. However, little is known about the trigger for, and endurance of, this painful process. Thus, the involvement of fibers containing the transient receptor potential vanilloid 1 (TRPV1) channels on the PTH and inflammation after TBI through neonatal treatment with capsaicin are investigated. Fluid percussion injury (FPI) in adult male Wistar rats caused periorbital allodynia in one, three and seven days after injury, and the neonatal treatment reversed the painful sensation in seven days. The lack of TRPV1 channels reduced the activation of macrophages and glial cells induced by TBI in the trigeminal system, which were characterized by glial fibrillary acidic protein (GFAP) and ionized calcium binding adapter molecule-1 (IBA-1) immune content in the ipsilateral trigeminal ganglion, brainstem, and perilesional cortex. Immunofluorescence analyses of the ipsilateral Sp5C nucleus demonstrated a hypertrophic astrocytes profile after TBI which was reduced with treatment. Moreover, effects of succinate sumatriptan (SUMA - 1 mg/kg), TRPV1 selective antagonist capsazepine (CPZ - 2 mg/kg), and TRP non-selective antagonist ruthenium red (RR - 3 mg/kg) were evaluated. Although all mentioned drugs reduced the painful sensation, SUMA and CPZ demonstrated a stronger effect compared to the RR treatment, reinforcing the involvement of TRPV1 channels in periorbital allodynia after TBI. Hence, this report suggests that TRPV1-containing fibers and TRPV1 channels are able to induce inflammation of the trigeminal system and maintain the painful sensation after TBI.

Inductive temperature measurement: A new sensor improvement for industrial applications.

A remote temperature sensing technique was developed by measuring exponential decay current pulses in a Helmholtz coil. After an initial calibration to extract a mathematical function relating the time constant (τ) to the temperature of the object sensed, the temperature of other similar objects can be estimated with less power, less strict positioning of the object, and more sensitivity than previous techniques, even inside a water-based fluid.

Linear mixed-effects models for the analysis of high-density electromyography with application to diabetic peripheral neuropathy.

This article demonstrates the power and flexibility of linear mixed-effects models (LMEMs) to investigate high-density surface electromyography (HD-sEMG) signals. The potentiality of the model is illustrated by investigating the root mean squared value of HD-sEMG signals in the tibialis anterior muscle of healthy (n = 11) and individuals with diabetic peripheral neuropathy (n = 12). We started by presenting the limitations of traditional approaches by building a linear model with only fixed effects. Then, we showed how the model adequacy could be increased by including random effects, as well as by adding alternative correlation structures. The models were compared with the Akaike information criterion and the Bayesian information criterion, as well as the likelihood ratio test. The results showed that the inclusion of the random effects of intercept and slope, along with an autoregressive moving average correlation structure, is the one that best describes the data (p < 0.01). Furthermore, we demonstrate how the inclusion of additional variance structures can accommodate heterogeneity in the residual analysis and therefore increase model adequacy (p < 0.01). Thus, in conclusion, we suggest that adopting LMEM to repeated measures such as electromyography can provide additional information from the data (e.g. test for alternative correlation structures of the RMS value), and hence provide new insights into HD-sEMG-related work.

Correlação entre intensidade dolorosa e limitação de membro superior em sujeitos com tendinopatia do manguito / Correlation between pain intensity and upper limb limitation in subjects with cuff tendinopathy

INTRODUÇÃO: A Tendinopatia do Manguito Rotador (TMR) acarreta dor e prejuízo na função do ombro, porém não se sabe se ambas na mesma proporção. OBJETIVO: Verificar se a intensidade dolorosa se correlaciona com a função do membro superior em sujeitos com TMR. MÉTODOS: Estudo observacional transversal, com 60 indivíduos com TMR. Utilizou-se a Escala Visual Analógica (EVA) para avaliar a dor e o questionário Disabilities of the Arm, Shoulder and Hand Questionnaire (DASH) para função do ombro. Para análise dos dados foi realizada estatística descritiva (médias e desvio-padrão, apresentação numérica e percentual) e aplicada a correlação de Spearman utilizando nível de significância de 5%. RESULTADOS: A dor média pela EVA foi de 5,02 (moderada). Verificou-se limitação leve (pontuação média de 34,43) nas 30 questões do questionário DASH. Em relação aos módulos opcionais, no módulo destinado a atletas/músicos, não houve limitação dos sujeitos que praticavam este (média de pontuação de 11,82). No módulo referente ao trabalho houve limitação leve (média de pontuação de 35,38). Houve correlação baixa entre dor e a função do ombro (rs=0,2949; p=0,0222). CONCLUSÃO: Embora os sujeitos com TMR apresentassem dor moderada, a correlação foi fraca entre dor e função do ombro.

INTRODUCTION: Rotator Cuff Tendinopathy (RMR) causes pain and impairment in shoulder function, but it is not known if both in the same proportion. OBJECTIVE: Verify whether pain intensity correlates with upper limb function in subjects with RMR. METHODS: Cross-sectional observational study of 60 individuals with RMR. The Visual Analogue Scale (VAS) was used to assess pain and the Disabilities of the Arm, Shoulder and Hand Questionnaire (DASH) for shoulder function. For data analysis, descriptive statistics (means and standard deviation, numerical and percentage presentation) were performed and Spearman correlation was applied using a significance level of 5%. RESULTS: The average pain by VAS was 5.02 (moderate). Mild limitation (mean score 34.43) was found in the 30 questions of the DASH questionnaire. Regarding the optional modules, in the module intended for athletes/musicians, there was no limitation of the subjects who practiced this (average score of 11.82). In the work module there was a slight limitation (average score 35.38). There was a low correlation between pain and shoulder function (rs=0.2949; p=0.0222). CONCLUSION: Although subjects with RMR had moderate pain, the correlation was weak between pain and shoulder function.

Comparison of the ankle-brachial index with parameters of stiffness and peripheral arterial resistance assessed by photoplethysmography in elderly patients.

BACKGROUND: The ankle-brachial index (ABI) uses the ratio between systolic blood pressures at the ankle and the arm to diagnose peripheral arterial disease (PAD) noninvasively. Photoplethysmography (PPG) measures and records changes to the blood volume in the human body using optical techniques. OBJECTIVES: The objective of this study was to compare ABI with arterial stiffness and peripheral resistance parameters assessed using PPG in elderly patients and to propose a model for prediction of ABI. METHODS: A cross-sectional, quantitative study was conducted. The sample comprised elderly patients seen at a medical specialties clinic at the Universidade do Sul de Santa Catarina (UNISUL), Brazil. Age, sex, body mass index (BMI), comorbidities, smoking, and physical activity were recorded. The variables obtained using PPG and ABI were compared using bivariate and multivariate linear regression, with an α error of 0.05. RESULTS: A total of 93 elderly patients were assessed, 63.4% of whom were women. In 98.9% of cases, ABI was within normal limits. Comparison of ABI with variables acquired by PPG revealed significant associations with age. However, no significant associations were observed between ABI and PPG. The multivariate model indicated that only age, sex, and smoking were associated with ABI. CONCLUSIONS: In conclusion, ABI and PPG exhibited associations with arterial aging, considering its correlation with age. However, ABI was only related to age, sex, and smoking. More studies are needed to evaluate the potential uses of PPG for screening for vascular diseases in ambulatory settings.

Immediate Effects of Spinal Manipulation on Shoulder Motion Range and Pain in Individuals With Shoulder Pain: A Randomized Trial.

OBJECTIVE: The purpose of this study was to investigate the influence of thoracic spinal manipulation (SM) on shoulder pain and ranges of motion in individuals with shoulder pain. METHODS: The sample was composed of 60 individuals, randomly allocated into the manipulation group (n = 30), who received the SM, and the placebo group (n = 30) who received a placebo manipulation. Pain evaluation was performed using the visual analog scale, and evaluation of shoulder flexion and abduction ranges of motion was assessed using a goniometer pre- and post-intervention. The intervention was performed by either upper thoracic SM or a placebo manipulation. RESULTS: The manipulation group demonstrated increased flexion and abduction of the painful shoulder (P < .01) and increased abduction of the nonpainful shoulder (P = .03), but only the abduction of the painful shoulder reached the minimal detectable change. The placebo group showed a post-intervention increase in the flexion (P = .03) and abduction (P < .01) movement of the painful shoulder. Both groups presented a statistically significant reduction in post-intervention pain (P < .01), but not clinically significant. CONCLUSION: Although the SM demonstrated a statistically significant difference for shoulder pain, this was not over the clinically meaningful change. Only the abduction of the painful shoulder reached the minimal detectable change.

Avaliação do conhecimento e dos fatores de risco do melanoma cutâneo: visão da fisioterapia preventiva / Assessment of knowledge and risk factors of cutaneous melanoma: view of preventive physical therapy

O melanoma cutâneo é o tipo mais agressivo de câncer de pele por se espalhar pelo corpo rapidamente e por ser de difícil tratamento. Embora seja uma doença fácil de ser detectada na sua fase inicial, pode passar despercebido e quando diagnosticado tardiamente pode resultar em um prognóstico pobre em expectativa de vida. O objetivo deste estudo foi avaliar o conhecimento sobre o câncer de pele e os fatores de risco para desenvolver câncer de pele (principalmente melanoma). Os indivíduos responderam a um questionário traduzido e validado apresentando nível médio e alto sobre o conhecimento do câncer de pele. 80% dos participantes responderam que têm pele clara, 60% bronzeiam-se intencionalmente, 65% tomam banho de sol em horário inapropriado, 74% ficam com a pele avermelhada após exposição solar, 52% possuem mais de 20 sinais na pele, entretanto 78% não ficam expostos à radiação solar para praticar esportes e o trabalho não exige exposição solar prolongada. Mesmo apresentando conhecimento sobre o câncer de pele, 53,5% apresentaram risco médio para o desenvolvimento do melanoma e 46,5% dos participantes apresentaram risco mínimo. Mais estudos e campanhas abordando a fisioterapia na prevenção do câncer de pele são necessários atuando em conjunto com um grupo de saúde multiprofissional. (AU)

Cutaneous melanoma is the most aggressive type of skin cancer as it spreads throughout the body quickly and can be difficult to treat. While this disease is easily detected in its early stages, it can go unnoticed and when diagnosed late can result in a poor prognosis in life expectancy. The aim of this study was to evaluate the knowledge of skin cancer and the risk factors for developing skin cancer (particularly melanoma). Individuals answered a translated and validated questionnaire presenting medium and high level of knowledge about skin cancer. 80% of respondents have fair skin, 60% tan intentionally 65% sunbathe in inappropriate time, 74% have skin burn after sun exposure, 52% have more than 20 spots on the skin, however 78% are not exposed to sunlight to play sports, and work does not require prolonged sun exposure. Even having some knowledge about skin cancer, 53.5% showed medium risk for developing melanoma and 46.5% of the participants showed minimal risk. More studies and campaigns addressing physiotherapy in the prevention of skin cancer are necessary acting together with a group of multidisciplinary health professionals.(AU)

Comparação do índice tornozelo-braquial com parâmetros de rigidez e resistência arterial periférica avaliados por fotopletismografia em idosos / Comparison of the ankle-brachial index with parameters of stiffness and peripheral arterial resistance assessed by photoplethysmography in elderly patients

O índice tornozelo-braquial (ITB) utiliza a razão entre a pressão arterial sistólica do tornozelo e do braço para diagnosticar de forma não invasiva a doença arterial periférica (DAP). A fotopletismografia (photoplethysmography, PPG) faz a medição e o registro das modificações de volume sanguíneo do corpo humano por meio de técnicas ópticas. Objetivos O objetivo deste estudo foi comparar o ITB com parâmetros de rigidez arterial e resistência periférica avaliados pela PPG em idosos e propor um modelo de predição para o ITB. Métodos Foi realizado um estudo transversal quantitativo. A amostra foi composta por idosos atendidos no ambulatório médico de especialidades da Universidade do Sul de Santa Catarina (UNISUL). Foram verificados: idade, sexo, índice de massa corporal (IMC), presença de comorbidades, tabagismo e atividade física. Para comparação das variáveis obtidas com a PPG com o ITB, foi realizada regressão linear bivariada e multivariada, considerando erro α = 0,05. Resultados Foram avaliados 93 idosos, sendo 63,4% mulheres. Em 98,9% dos casos, o ITB apresentou-se dentro da normalidade. Na comparação do ITB e variáveis derivadas da PPG em relação à idade, foram demonstradas associações significativas. Contudo, não foram observadas associações significativas entre ITB e PPG. O modelo multivariado indicou que apenas idade, sexo e tabagismo foram associados ao ITB. Conclusões Como conclusão, o ITB e a PPG demonstraram associação com o envelhecimento arterial, tendo em vista sua correlação com a idade; contudo, o ITB foi relacionado apenas com idade, sexo e tabagismo. Mais estudos são necessários para avaliar o potencial uso da PPG como rastreio de doenças vasculares em rotinas ambulatórias

The ankle-brachial index (ABI) uses the ratio between systolic blood pressures at the ankle and the arm to diagnose peripheral arterial disease (PAD) noninvasively. Photoplethysmography (PPG) measures and records changes to the blood volume in the human body using optical techniques. Objectives The objective of this study was to compare ABI with arterial stiffness and peripheral resistance parameters assessed using PPG in elderly patients and to propose a model for prediction of ABI. Methods A cross-sectional, quantitative study was conducted. The sample comprised elderly patients seen at a medical specialties clinic at the Universidade do Sul de Santa Catarina (UNISUL), Brazil. Age, sex, body mass index (BMI), comorbidities, smoking, and physical activity were recorded. The variables obtained using PPG and ABI were compared using bivariate and multivariate linear regression, with an α error of 0.05. Results A total of 93 elderly patients were assessed, 63.4% of whom were women. In 98.9% of cases, ABI was within normal limits. Comparison of ABI with variables acquired by PPG revealed significant associations with age. However, no significant associations were observed between ABI and PPG. The multivariate model indicated that only age, sex, and smoking were associated with ABI. Conclusions In conclusion, ABI and PPG exhibited associations with arterial aging, considering its correlation with age. However, ABI was only related to age, sex, and smoking. More studies are needed to evaluate the potential uses of PPG for screening for vascular diseases in ambulatory settings

Use of photoplethysmography to predict mortality in intensive care units.

PURPOSE: The aim of this study was to evaluate and compare the capacity to predict hemodynamic variables obtained with photoplethysmography (PPG) and Acute Physiology and Chronic Health Evaluation (APACHE II) in patients hospitalized in the intensive care unit (ICU). MATERIALS AND METHODS: A prospective cohort study was conducted in the adult ICU of Hospital Nossa Senhora da Conceição, located in Tubarão, Santa Catarina, Brazil. The data collected included the diagnosis for hospitalization, age, gender, clinical or surgical profile, PPG pulse curve signal, and APACHE II score in the first 24 hours. A bivariate and a multivariate logistic regressions were performed, with death as an outcome. A mortality model using artificial neural networks (ANNs) was proposed. RESULTS: A total of 190 individuals were evaluated. Most of them were males (6:5), with a median age of 67 (54-75) years, and the main reasons for hospitalization were cardiovascular and neurological causes; half of them were surgical cases. APACHE II median score was 14 (8-19), with a median length of stay of 6 (3-15) days, and 28.4% of the patients died. The following factors were associated with mortality: age (OR=1.023; 95% CI 1.001-1.044; P=0.039), clinical profile (OR=5.481; 95% CI 2.646-11.354; P<0.001), APACHE II (OR=1.168; 95% CI 1.106-1.234; P<0.001), heart rate in the first 24 hours (OR=1.020; 95% CI 1.001-1.039; P=0.036), and time between the systolic and diastolic peak (∆T) intervals obtained with PPG (OR=0.989; 95% CI 0.979-0.998; P=0.015). Compared with the accuracy (area under the receiver-operating characteristic curve) 0.780 of APACHE II (95% CI 0.711-0.849; P<0.001), the multivariate logistic model showed a larger area of 0.858 (95% CI 0.803-0.914; P<0.001). In the model using ANNs, the accuracy was 0.895 (95% CI 0.851-0.940; P<0.001). CONCLUSION: The mortality models using variables obtained with PPG, with the inclusion of epidemiological parameters, are very accurate and, if associated to APACHE II, improve prognostic accuracy. The use of ANN was even more accurate, indicating that this tool is important to help in the clinical judgment of the intensivist.

Influence of Spinal Manipulation on Autonomic Modulation and Heart Rate in Patients With Rotator Cuff Tendinopathy.

OBJECTIVE: The purpose of this study was to analyze the influence of thoracic spinal manipulation (SM) on autonomic modulation and heart rate in patients with rotator cuff tendinopathy. METHODS: The design of the study was quasi-experimental. Participants were divided into 3 study groups: the asymptomatic group (n = 30), which received SM; the tendinitis group (TG, n = 30), which received SM; and the placebo group (PG, n = 30), which received placebo manipulation. Heart rate variability was analyzed with an electrocardiogram before and after intervention. For intragroup analysis, the paired Wilcoxon test was used to compare the means (pre vs post) of sex and age divided into 5 age groups. The Kruskal-Wallis test was employed for analysis between the groups, and a significance level of 5% was adopted. RESULTS: The TG demonstrated an increase in respiratory rate (mean of the selected intervals corresponding to parasympathetic activity) post intervention for both sexes (P = .04). Heart rate exhibited reduction post intervention in women in the TG (P = .05). The PG demonstrated an increase in respiratory rate post intervention for both sexes (female P = .01; male P = .02). In the age groups, only the PG presented any difference in the 40- to 50-year and 50- to 60-year age groups (P = .03) for the same variable. Heart rate exhibited a reduction post intervention in women in the PG (P = .01) and a reduction in the 50- to 60-year age group (P = .04). No difference in the studied variables was observed in the asymptomatic group, and there were no differences among the groups. CONCLUSIONS: Upper thoracic SM does not directly influence autonomic modulation or heart rate.

Avaliação da modulação autonômica cardíaca no processo de enchimento da bexiga em mulheres com incontinência urinária: perspectiva da fisioterapia / Evaluación de la modulación autonómica cardiaca en el proceso de llenado de la vejiga en mujeres con incontinencia urinaria: perspectiva de la fisioterapia / Assessment of cardiac autonomic modulation in the bladder filling process of women with urinary incontinence: the perspective of physiotherapy

RESUMO Comparou-se o comportamento do sistema nervoso autônomo, por meio da variabilidade da frequência cardíaca (VFC), durante as fases de enchimento vesical de mulheres com e sem incontinência urinária (IU). Aplicou-se o International Consultation on Incontinence Questionnaire - Short Form, para autodiagnóstico de IU. Para análise da VFC utilizaram-se registros de eletrocardiograma (ECG), sendo 6 registros durante o enchimento vesical. Para quantificar a VFC utilizaram-se os métodos: domínio do tempo (milissegundos); frequência (Hertz) e medidas não lineares. A estes parâmetros aplicou-se transformação logarítmica (Log). Na comparação de médias de dados normais utilizou-se teste t e para os dados não normais o teste de Mann-Whitney. Participaram 64 mulheres (64,8±6,73 anos), 33 com IU e 31 continentes. A variável logaritmo da razão dos componentes LF e HF (LogLH/HF) foi significativamente maior (p<0,05) no grupo continente em todos os momentos do enchimento vesical. A capacidade volumétrica vesical foi significativamente maior nas mulheres continentes (p=0,0015). A análise no domínio da frequência demonstrou redução da função simpática e aumento do parassimpático nas mulheres incontinentes. As mulheres continentes apresentaram melhor balanço autonômico durante todo processo de enchimento vesical, em comparação às incontinentes. A redução da função simpática, bem como o aumento da função parassimpática nas incontinentes, pôde ser reportada para uma diminuição da capacidade de relaxamento do detrusor e um aumento das contrações, ainda na fase de enchimento vesical, ambos associados à IU.

RESUMEN Se comparó el comportamiento del sistema nervioso autónomo, a través de la variabilidad de la frecuencia cardíaca (VFC), durante las fases de llenado vesical de mujeres con y sin incontinencia urinaria (IU). Se aplicó el International Consultation on Incontinence Questionnaire - Short Form, para autodiagnóstico de IU. Para el análisis de la VFC se utilizaron registros de electrocardiograma (ECG), considerándose 6 registros durante el llenado vesical. Para cuantificar la VFC se utilizaron los métodos: dominio del tiempo (milisegundos); frecuencia (Hertz) y medidas no lineales. A estos parámetros se aplicó la transformación logarítmica (Log). En la comparación de promedios de datos normales se utilizó la prueba t y para los datos no normales la prueba de Mann-Whitney. Participaron 64 mujeres (64.8±6.73 años), 33 con IU y 31 continentes. La variable logaritmo de la razón de los componentes LF y HF (LogLH/HF) ha sido significativamente mayor (p<0.05) en el grupo continente en todos los momentos del llenado vesical. La capacidad volumétrica vesical ha sido significativamente mayor en las mujeres continentes (p=0.0015). El análisis en el dominio de la frecuencia demostró reducción de la función simpática y aumento del parasimpático en las mujeres incontinentes. Las mujeres continentes presentaron mejor balance autonómico durante todo el proceso de llenado vesical, en comparación a las incontinentes. La reducción de la función simpática, así como el aumento de la función parasimpática en las incontinentes, pudo ser reportada para una disminución de la capacidad de relajación del detrusor y un aumento de las contracciones, aún en la fase de llenado vesical, ambos asociados a la IU.

ABSTRACT The behavior of the Autonomic Nervous System, through Heart Rate Variability (HRV), during the bladder filling phases of women with and without urinary incontinence (UI) was compared. The International Consultation on Incontinence Questionnaire - Short Form was applied for UI self-diagnosis. For the HRV analysis, electrocardiogram (ECG) records were used, 6 of them were recorded during bladder filling. To quantify HRV, the following methods were used: time domain (milliseconds); frequency (Hertz) and non-linear measurements. Logarithmic transformation (Log) was applied to these parameters. In the comparison of normal data means, the t-test was applied and the Mann-Whitney test was applied for the non-normal data. The participants consisted of 64 women (64.8±6.73 years), 33 with UI and 31 without. The logarithm of the LF and HF ratio (LogLH/HF) was significantly higher (p<0.05) in the continent group at all phases of the bladder filling. Bladder volumetric capacity was significantly higher in the continent women (p=0.0015). Frequency analysis demonstrated a reduction in sympathetic function and an increase in parasympathetic function in incontinent women. The continent women presented better autonomic balance, during the whole process of bladder filling compared to incontinent ones. The reduction of sympathetic function as well as the increase of the parasympathetic function in the incontinent women could be reported for a decrease of the detrusor relaxation capacity and an increase of the contractions, still in the bladder filling phase, both associated with UI.