EEG windowed statistical wavelet scoring for evaluation and discrimination of muscular artifacts

EEG recordings are usually corrupted by spurious extra-cerebral artifacts, which should be rejected or cleaned up by the practitioner. Since manual screening of human EEGs is inherently error prone and might induce experimental bias, automatic artifact detection is an issue of importance. Automatic artifact detection is the best guarantee for objective and clean results. We present a new approach, based on the time–frequency shape of muscular artifacts, to achieve reliable and automatic scoring. The impact of muscular activity on the signal can be evaluated using this methodology by placing emphasis on the analysis of EEG activity. The method is used to discriminate evoked potentials from several types of recorded muscular artifacts—with a sensitivity of 98.8% and a specificity of 92.2%. Automatic cleaning ofEEGdata are then successfully realized using this method, combined with independent component analysis. The outcome of the automatic cleaning is then compared with the Slepian multitaper spectrum based technique introduced by Delorme et al (2007 Neuroimage 34 1443–9).

Continuous monitoring and quantification of multiple parameters of daily physical activity in ambulatory Duchenne muscular dystrophy patients.

Multiple motor function and strength assessment tools exist for the evaluation of neuromuscular diseases, but most do not directly assess functional ability in the patients' daily physical activity in their home environment. In this study our aim was to assess: 1) the feasibility and accuracy of physical activity monitoring during two days in a home environment of five DMD patients using a non-commercialized monitor containing a 3D accelerometer and a gyroscope, 2) if a difference in the physical activity parameters could be measured before and one month after starting prednisolone. We reliably quantified the time spend sitting, standing, lying, walking, the number of steps taken, the cadence, the number of walking episodes and their duration as well as how these were distributed over the day. Parameters possibly reflecting endurance, such as the duration of the walking episodes or the succession of two or three walking episodes lasting more than 30 s were the most improved after prednisolone treatment. This degree of detailed determination of physical activity in a home environment has not been previously reported in neuromuscular disorders to our knowledge and some of the reported parameters are potential new outcome measures in clinical trials.

The anticancer drug tamoxifen counteracts the pathology in a mouse model of duchenne muscular dystrophy.

Duchenne muscular dystrophy (DMD) is a severe disorder characterized by progressive muscle wasting,respiratory and cardiac impairments, and premature death. No treatment exists so far, and the identification of active substances to fight DMD is urgently needed. We found that tamoxifen, a drug used to treat estrogen-dependent breast cancer, caused remarkable improvements of muscle force and of diaphragm and cardiac structure in the mdx(5Cv) mouse model of DMD. Oral tamoxifen treatment from 3 weeks of age for 15 months at a dose of 10 mg/kg/day stabilized myofiber membranes, normalized whole body force, and increased force production and resistance to repeated contractions of the triceps muscle above normal values. Tamoxifen improved the structure of leg muscles and diminished cardiac fibrosis by~ 50%. Tamoxifen also reduced fibrosis in the diaphragm, while increasing its thickness,myofiber count, and myofiber diameter, thereby augmenting by 72% the amount of contractile tissue available for respiratory function. Tamoxifen conferred a markedly slower phenotype to the muscles.Tamoxifen and its metabolites were present in nanomolar concentrations in plasma and muscles,suggesting signaling through high-affinity targets. Interestingly, the estrogen receptors ERa and ERb were several times more abundant in dystrophic than in normal muscles, and tamoxifen normalized the relative abundance of ERb isoforms. Our findings suggest that tamoxifen might be a useful therapy for DMD.

The TREAT-NMD DMD Global Database: Analysis of More than 7,000 Duchenne Muscular Dystrophy Mutations.

Analyzing the type and frequency of patient-specific mutations that give rise to Duchenne muscular dystrophy (DMD) is an invaluable tool for diagnostics, basic scientific research, trial planning, and improved clinical care. Locus-specific databases allow for the collection, organization, storage, and analysis of genetic variants of disease. Here, we describe the development and analysis of the TREAT-NMD DMD Global database (http://umd.be/TREAT_DMD/). We analyzed genetic data for 7,149 DMD mutations held within the database. A total of 5,682 large mutations were observed (80% of total mutations), of which 4,894 (86%) were deletions (1 exon or larger) and 784 (14%) were duplications (1 exon or larger). There were 1,445 small mutations (smaller than 1 exon, 20% of all mutations), of which 358 (25%) were small deletions and 132 (9%) small insertions and 199 (14%) affected the splice sites. Point mutations totalled 756 (52% of small mutations) with 726 (50%) nonsense mutations and 30 (2%) missense mutations. Finally, 22 (0.3%) mid-intronic mutations were observed. In addition, mutations were identified within the database that would potentially benefit from novel genetic therapies for DMD including stop codon read-through therapies (10% of total mutations) and exon skipping therapy (80% of deletions and 55% of total mutations).

Low penetrance in facioscapulohumeral muscular dystrophy type 1 with large pathological D4Z4 alleles: a cross-sectional multicenter study.

BackgroundFacioscapulohumeral muscular dystrophy type 1(FSHD1) is an autosomal dominant disorder associated with the contraction of D4Z4 less than 11 repeat units (RUs) on chromosome 4q35. Penetrance in the range of the largest alleles is poorly known. Our objective was to study the penetrance of FSHD1 in patients carrying alleles ranging between 6 to10 RUs and to evaluate the influence of sex, age, and several environmental factors on clinical expression of the disease. Methods A cross-sectional multicenter study was conducted in six French and one Swiss neuromuscular centers. 65 FSHD1 affected patients carrying a 4qA allele of 6¿10 RUs were identified as index cases (IC) and their 119 at-risk relatives were included. The age of onset was recorded for IC only. Medical history, neurological examination and manual muscle testing were performed for each subject. Genetic testing determined the allele size (number of RUs) and the 4qA/4qB allelic variant. The clinical status of relatives was established blindly to their genetic testing results. The main outcome was the penetrance defined as the ratio between the number of clinically affected carriers and the total number of carriers. Results Among the relatives, 59 carried the D4Z4 contraction. At the clinical level, 34 relatives carriers were clinically affected and 25 unaffected. Therefore, the calculated penetrance was 57% in the range of 6¿10 RUs. Penetrance was estimated at 62% in the range of 6¿8 RUs, and at 47% in the range of 9¿10 RUs. Moreover, penetrance was lower in women than men. There was no effect of drugs, anesthesia, surgery or traumatisms on the penetrance. Conclusions Penetrance of FSHD1 is low for largest alleles in the range of 9¿10 RUs, and lower in women than men. This is of crucial importance for genetic counseling and clinical management of patients and families.

EEG Windowed statitical wavelet deviation for estimation of muscular artifacts

Electroencephalographic (EEG) recordings are, most of the times, corrupted by spurious artifacts, which should be rejected or cleaned by the practitioner. As human scalp EEG screening is error-prone, automatic artifact detection is an issue of capital importance, to ensure objective and reliable results. In this paper we propose a new approach for discrimination of muscular activity in the human scalp quantitative EEG (QEEG), based on the time-frequency shape analysis. The impact of the muscular activity on the EEG can be evaluated from this methodology. We present an application of this scoring as a preprocessing step for EEG signal analysis, in order to evaluate the amount of muscular activity for two set of EEG recordings for dementia patients with early stage of Alzheimer’s disease and control age-matched subjects.

La coordinación muscular del cuádriceps en pacientes con el síndrome del dolor femoropatelar.

Introducción: el síndrome del dolor femoropatelar es un conjunto de signos y síntomas común entre adolescentes y adultos jóvenes caracterizada por un dolor retropatelar o peripatelar en actividades tales como subir o bajar escaleras. Su etiología y métodos de tratamiento han sido ampliamente estudiados en la literatura. Se piensa que es una patología multifactorial y el tratamiento que más se prescribe es la terapia física haciendo hincapié en el fortalecimiento del cuádriceps, aunque su eficacia es aún confusa. Objetivos: esta revisión tiene como objetivo obtener información sobre la posible relación del cuádriceps como causa o consecuencia del síndrome femoropatelar y evidenciar si el tratamiento basado en el fortalecimiento de dicho músculo es efectivo para reducir los síntomas en pacientes con esta patología. Metodología: en la búsqueda bibliográfica se han revisado las bases de datos Pubmed, Cochrane y ScienceDirect de las cuales se han extraído un total de veintiún artículos siguiendo los criterios de inclusión y exclusión. Las palabras clave han sido en inglés y no han sido aceptados artículos con fecha de publicación anterior al año 2003. Resultados: se han encontrado diversidad de resultados donde el trabajo del cuádriceps y sus modalidades siguen sin estar claras respecto a sus beneficios en pacientes con síndrome del dolor femoropatelar. Aun así en la literatura revisada se observa cómo hay autores que apoyan totalmente el trabajo del cuádriceps basándose en la reducción del dolor y mejora de la funcionalidad y otros, en cambio, discrepan en algunos resultados. Conclusiones: el retardo en la activación del vasto medial oblicuo respecto al vasto lateral y la posible atrofia del vasto medial son apoyados en la literatura revisada aunque aún faltan estudios para averiguar si son causa o consecuencia del síndrome del dolor femoropatelar. La terapia física y el fortalecimiento del cuádriceps sigue siendo el tratamiento de elección para este síndrome. Respecto a las modalidades de ejercicios, tanto los ejercicios en CCC y en CCA son mencionados como beneficios para esta patología aunque no existen estudios concisos que hagan decantarse por uno de ellos. En cambio, en la realización de los ejercicios con carga o sin carga se observa que losdos tipos de ejercicios son igual de beneficiosos aunque los ejercicios con carga provocan un mayor reclutamiento en el vasto medial oblicuo.

Evaluación de la efectividad de las Técnicas de Activación Muscular® en la resolución de la fasciosis plantar en corredores habituales: ensayo clínico aleatorizado.

Pregunta clínica de investigación: ¿es efectiva la Técnica de Activación Muscular® (MAT®) en la resolución de la fasciosis plantar (FP) en personas corredoras habituales? Objetivo: determinar si la terapia combinada mediante ejercicios de MAT® mejora los resultados obtenidos con el procedimiento convencional en el tratamiento de la FP en personas deportistas en la ciudad de Lleida. Metodología: En este ensayo clínico experimental ha participado un total de 264 pacientes, corredores habituales con FP de más de un mes y menos de un año de evolución, que han sido derivados por sus médicos de atención primaria. La muestra se ha dividido de forma aleatoria en dos grupos, uno control que sigue un protocolo convencional (educación sanitaria, AINEs y estiramietos) y el grupo experimental, al que se le ha aplicado la intervención de MAT®. La duración del estudio es de dos años, y cada intervención dura 4 semanas con un seguimiento a 6 y 12 meses. Un analista externo es el encargado del análisis de la información mediante el programa SPSS 15.0. Los resultados se miden mediante las variables de: dolor a la presión, grosor de la aponeurosis, percepción del estado de los pies, rango de movimiento articular (RMA) de tobillo y 1era metetarsofalángica (MTF) y tiempo de vuelta a la carrera entre otras.

Calidad de vida y cáncer de próstata: un programa progresivo de fuerza-resistencia = Quality of life and prostate cancer: a progressive resistance strength program

This article presents the design and implementation of a progressive resistance strength program adapted to prostate cancer. The initial model corresponds to the guide of the American College Sports Medicine Position Stand (ACSM, 2009). This program includes the most habitual symptoms related to the illness and its treatments. The study design is quasi-experimental. The sample is 33 subjects in treatment phase. Study variables are tumour classification TNM, anthropometric measures, resistance strength, hypertension, fatigue, incontinence, pain and quality of life. After 24 weeks a significant improvement on resistance strength capacity is observed. This result is more consistent in lower extremities. Also improves hypertension, urinary incontinence, pain and quality of life. As conclusion, the improvement of the quality of life is mediated by the functional and physical capacity of the ill person

Entrenamiento de la fuerza orientado a la mejora de la velocidad de golpeo en tenis

El golpeo de la bola a velocidades elevadas, es un factor determinante para el rendimiento en el tenis moderno. Durante los últimos 20 años se ha producido una gran evolución del juego y los cambios en el juego moderno se han traducido en el uso de poderosos servicios y golpes de fondo. Aunque la fuerza es una capacidad determinante desde la perspectiva de la condición física, ha habido poca investigación para fundamentar la eficacia de los programas de entrenamiento de fuerza para los jugadores de tenis. El objetivo de este estudio es realizar una revisión sobre los criterios básicos para dirigir correctamente el entrenamiento de la fuerza orientado a la mejora de la de la velocidad de golpeo de la pelota. Aunque las necesidades de fuerza dinámica máxima (FDM) en los golpeos son bajas, la literatura científica parece apuntar que unos adecuados niveles de FDM ejercen efectos positivos sobre el aumento de velocidad de golpeo en el tenis. La mejora y mantenimiento de esta manifestación de fuerza se busca a expensas de factores neurales. Los entrenamientos de fuerza útil deben utilizar medios que permitan ejecutar el gesto técnico, implicar las mismas cadenas musculares, rango de movimiento o velocidades de ejecución. En este sentido, se han propuesto la utilización de pelotas medicinales, mancuernas de peso ligero, gomas elásticas, máquinas multifuncionales de resistencia neumática o poleas.

Avaliação tardia da mucosectomia esofágica com conservação da túnica muscular em pacientes com megaesôfago avançado

OBJETIVO: Estudar retrospectivamente, por meio de uma avaliação tardia, a técnica de mucosectomia esofágica em pacientes com megaesôfago avançado. MÉTODO: Foram estudados 50 pacientes portadores de megaesôfago avançado submetidos à mucosectomia esofágica com conservação da túnica muscular no período de janeiro de 1991 a dezembro de 1997. Em todos os pacientes foi realizada avaliação tardia entre 6 e 15 anos de pós-operatório. A idade variou de 30 a 69 anos, com média de 53,5 anos, com predominância do sexo masculino em 32 pacientes (64%). Em todos os doentes, o estudo se fez em relação à avaliação clínica no que concerne à qualidade da deglutição, à presença ou não de regurgitação, a alterações no hábito intestinal, à evolução ponderal, à satisfação com a cirurgia e ao retorno à atividade normal. Também foi realizada a avaliação morfológica e funcional pelo estudo radiológico contrastado, pela endoscopia digestiva alta e pela tomografia computadorizada de tórax. Na avaliação clínica, morfológica e funcional foi realizada uma avaliação global representada pela somatória dos valores numéricos decorrentes da análise de cada um dos parâmetros, sendo o resultado final considerado bom, ótimo e regular e mau de acordo com o total dos pontos obtidos. RESULTADOS: Na avaliação clínica global, 44 pacientes (88%) apresentaram classificação entre ótima e boa, e o restante regular para mau. Na avaliação radiológica global, ótima e boa estiveram presentes em 47 pacientes (94%) e regular e mau no restante. Na avaliação endoscópica global, 45 pacientes (90%) obtiveram resultados ótimos para bons, e o restante regular para mau. Em relação à tomografia computadorizada de tórax, a avaliação global foi realizada em 31 pacientes sendo considerada ótima e boa em todos os pacientes. CONCLUSÃO: A avaliação tardia do pós-operatório evidenciou que a maioria dos pacientes apresentou avaliação boa e ótima, tanto na avaliação clínica como na morfológica e funcional.

Comportamento da função pulmonar, força muscular respiratória e qualidade de vida em pacientes submetidos às toracotomias eletivas

OBJETIVO: Avaliar o comportamento da função pulmonar, força muscular respiratória e qualidade de vida no pré e pós-operatório de pacientes submetidos às toracotomias eletivas. MÉTODOS: Foram avaliados 19 pacientes submetidos à toracotomia eletiva para obtenção dos parâmetros: capacidade vital forçada (CVF), volume expiratório forçado no primeiro segundo (VEF1), pressão inspiratória máxima (PImax), pressão expiratória máxima (PEmax) e qualidade de vida mediante aplicação do questionário SF-36. Os exames foram realizados no pré-operatório, 2°, 10°, 15°, 30° e 60° dia de pós-operatório. Foram feitas análises de normalidade dos dados utilizando-se o teste de Shapiro-Wilk, análise descritiva das variáveis de estudo, bem como, análise de variância com comparações múltiplas utilizando-se os testes ANOVA e Friedman, com valor de p <0,05. RESULTADOS: Houve significativa redução nas variáveis espirométricas e nas pressões respiratórias máximas no 2° pós-operatório. CVF retornou aos valores pré-operatórios entre o 15° e o 30° pós-operatório, enquanto que VEF1 retornou entre o 10° e 15°. PImax e PEmax retornam aos valores pré-operatórios entre o 10° e 15° pós-operatório. Houve redução da qualidade de vida nos domínios capacidade funcional e aspectos físicos, que retornaram aos valores pré-operatórios em até dois meses após o procedimento cirúrgico. CONCLUSÃO: Foi verificada significativa redução na função pulmonar e na força muscular respiratória, que retornaram aos valores basais em até 30 dias após o procedimento cirúrgico. Houve queda na qualidade de vida, que persistiu por até 60 dias após a operação.