Advances in the science of objective physical activity monitoring : 3rd International Conference on Ambulatory Monitoring of Physical Activity and Movement

Editorial: This theme issue of BJSM presents key papers from the 3rd International Conference on Ambulatory Monitoring of Physical Activity and Movement (ICAMPAM). The July 2013 conference was hosted by the University of Massachusetts and was attended by researchers, clinicians, students and technology vendors for North America, Europe, Australasia and Asia...

State affective instability in borderline personality disorder assessed by ambulatory monitoring

BACKGROUND: Although affective instability is an essential criterion for borderline personality disorder (BPD), it has rarely been reported as an outcome criterion. To date, most of the studies assessing state affective instability in BPD using paper-pencil diaries did not find indications of this characteristic, whereas in others studies, the findings were conflicting. Furthermore, the pattern of instability that characterizes BPD has not yet been identified. METHOD: We assessed the affective states of 50 female patients with BPD and 50 female healthy controls (HC) during 24 hours of their everyday life using electronic diaries. RESULTS: In contrast to previous paper-and-pencil diary studies, heightened affective instability for both emotional valence and distress was clearly exhibited in the BPD group but not in the HC group. Inconsistencies in previous papers can be explained by the methods used to calculate instability (see Appendix). In additional, we were able to identify a group-specific pattern of instability in the BPD group characterized by sudden large decreases from positive mood states. Furthermore, 48% of the declines from a very positive mood state in BPD were so large that they reached a negative mood state. This was the case in only 9% of the HC group, suggesting that BPD patients, on average, take less time to fluctuate from a very positive mood state to a negative mood state. CONCLUSION: Future ambulatory monitoring studies will be useful in clarifying which events lead to the reported, sudden decrease in positive mood in BPD patients.

Ambulatory EEG monitoring in the diagnosis and treatment of epilepsy and related disorders

Ambulatory EEG recording enables patients with epilepsy and related disorders to be monitored in an unrestricted environment for prolonged periods. Attacks can therefore be recorded and EEG changes at the time can aid diagnosis. The relevant Iiterature is reviewed and a study made of' 250 clinical investigations. A study was also made of the artefacts,encountered during ambulatory recording. Three quarters of referrals were for distinguishing between epileptic and non-epileptic attacks. Over 60% of patients showed no abnormality during attacks. In comparison with the basic EEG the ambulatory EEG provided about ten times as much information. A preliminary follow-up study showed that results, of ambulatory monitoring agreed with the final diagnosis in 8 of 12 patients studied. Of 10 patients referred, for monitoring the occurrence of absence seizures, 8 showed abnormality during the baslcJ EEG .and 10 during the ambulatory EEG. Other patients. were referred: for sleep recording and to clarify the seizure type. An investigation into once daily (OD) versus twice daily administration of sodium valproate in patients with absence seizures showed that an OD regime was equally as effective as a BD regime. Circadian variations in spike and wave activity in patients on and off treatment were also examined. There was significant agreement between subjects on the time of occurrence of abnormality during sleep only, This pattern was not ,affected with treatment nor was there any difference in the daily pattern of occurrence of abnormality between the two regimes. Overall findings suggested that ambulatory monitoring was a valuable tool in the diagnosis and treatment of epilepsy which with careful planning and patient selection could be used in any EEG department and would benefit a:wide range of patients.

Ambulatory blood pressure measurement and antihypertensive therapy.

The traditional basis for assessing the effect of antihypertensive therapy is the blood pressure reading taken by a physician. However, several recent trials have been designed to evaluate the blood pressure lowering effect of various therapeutic agents during the patients' normal daytime activities, using a portable, semi-automatic blood pressure recorder. The results have shown that in a given patient, blood pressure measured at the physician's office often differs greatly from that prevailing during the rest of the day. This is true both in treated and untreated hypertensive patients. The difference between office and ambulatory recorded pressures cannot be predicted from blood pressure levels measured by the physician. Therefore, a prospective study was carried out in patients with diastolic blood pressures that were uncontrolled at the physician's office despite antihypertensive therapy. The purpose was to evaluate the response of recorded ambulatory blood pressure to treatment adjustments aimed at reducing office blood pressure below a pre-set target level. Only patients with high ambulatory blood pressures at the outset appeared to benefit from further changes in therapy. Thus, ambulatory blood pressure monitoring can be used to identify those patients who remain hypertensive only when facing the physician, despite antihypertensive therapy. Ambulatory monitoring could thus help to evaluate the efficacy of antihypertensive therapy and allow individual treatment.

Psychophysiological ambulatory assessment of affective dysregulation in borderline personality disorder

Many experts now believe that pervasive problems in affect regulation constitute the central area of dysfunction in borderline personality disorder (BPD). However, data is sparse and inconclusive. We hypothesized that patients with BPD, in contrast to healthy gender and nationality-matched controls, show a higher frequency and intensity of self-reported emotions, altered physiological indices of emotions, more complex emotions and greater problems in identifying specific emotions. We took a 24-hour psychophysiological ambulatory monitoring approach to investigate affect regulation during everyday life in 50 patients with BPD and in 50 healthy controls. To provide a typical and unmanipulated sample, we included only patients who were currently in treatment and did not alter their medication schedule. BPD patients reported more negative emotions, fewer positive emotions, and a greater intensity of negative emotions. A subgroup of non-medicated BPD patients manifested higher values of additional heart rate. Additional heart rate is that part of a heart rate increase that does not directly result from metabolic activity, and is used as an indicator of emotional reactivity. Borderline participants were more likely to report the concurrent presence of more than one emotion, and those patients who just started treatment in particular had greater problems in identifying specific emotions. Our findings during naturalistic ambulatory assessment support emotional dysregulation in BPD as defined by the biosocial theory of [Linehan, M.M., 1993. Cognitive-Behavioral Treatment of Borderline Personality Disorder. The Guildford Press, New York.] and suggest the potential utility for evaluating treatment outcome.

Expected values for steps/day in special populations

Objective To assemble expected values for free-living steps/day in special populations living with chronic illnesses and disabilities. Method Studies identified since 2000 were categorized into similar illnesses and disabilities, capturing the original reference, sample descriptions, descriptions of instruments used (i.e., pedometers, piezoelectric pedometers, accelerometers), number of days worn, and mean and standard deviation of steps/day. Results Sixty unique studies represented: 1) heart and vascular diseases, 2) chronic obstructive lung disease, 3) diabetes and dialysis, 4) breast cancer, 5) neuromuscular diseases, 6) arthritis, joint replacement, and fibromyalgia, 7) disability (including mental retardation/intellectual difficulties), and 8) other special populations. A median steps/day was calculated for each category. Waist-mounted and ankle-mounted instruments were considered separately due to fundamental differences in assessment properties. For waist-mounted instruments, the lowest median values for steps/day are found in disabled older adults (1214 steps/day) followed by people living with COPD (2237 steps/day). The highest values were seen in individuals with Type 1 diabetes (8008 steps/day), mental retardation/intellectual disability (7787 steps/day), and HIV (7545 steps/day). Conclusion This review will be useful to researchers/practitioners who work with individuals living with chronic illness and disability and require such information for surveillance, screening, intervention, and program evaluation purposes. Keywords: Exercise; Walking; Ambulatory monitoring

Calibration and validation of wearable monitors

Background Wearable monitors are increasingly being used to objectively monitor physical activity in research studies within the field of exercise science. Calibration and validation of these devices are vital to obtaining accurate data. This article is aimed primarily at the physical activity measurement specialist, although the end user who is conducting studies with these devices also may benefit from knowing about this topic. Best Practices Initially, wearable physical activity monitors should undergo unit calibration to ensure interinstrument reliability. The next step is to simultaneously collect both raw signal data (e.g., acceleration) from the wearable monitors and rates of energy expenditure, so that algorithms can be developed to convert the direct signals into energy expenditure. This process should use multiple wearable monitors and a large and diverse subject group and should include a wide range of physical activities commonly performed in daily life (from sedentary to vigorous). Future Directions New methods of calibration now use "pattern recognition" approaches to train the algorithms on various activities, and they provide estimates of energy expenditure that are much better than those previously available with the single-regression approach. Once a method of predicting energy expenditure has been established, the next step is to examine its predictive accuracy by cross-validating it in other populations. In this article, we attempt to summarize the best practices for calibration and validation of wearable physical activity monitors. Finally, we conclude with some ideas for future research ideas that will move the field of physical activity measurement forward.

Comparison of accelerometer cut points for predicting activity intensity in youth

The absence of comparative validity studies has prevented researchers from reaching consensus regarding the application of intensity-related accelerometer cut points for children and adolescents. PURPOSE This study aimed to evaluate the classification accuracy of five sets of independently developed ActiGraph cut points using energy expenditure, measured by indirect calorimetry, as a criterion reference standard. METHODS A total of 206 participants between the ages of 5 and 15 yr completed 12 standardized activity trials. Trials consisted of sedentary activities (lying down, writing, computer game), lifestyle activities (sweeping, laundry, throw and catch, aerobics, basketball), and ambulatory activities (comfortable walk, brisk walk, brisk treadmill walk, running). During each trial, participants wore an ActiGraph GT1M, and VO 2 was measured breath-by-breath using the Oxycon Mobile portable metabolic system. Physical activity intensity was estimated using five independently developed cut points: Freedson/Trost (FT), Puyau (PU), Treuth (TR), Mattocks (MT), and Evenson (EV). Classification accuracy was evaluated via weighted κ statistics and area under the receiver operating characteristic curve (ROC-AUC). RESULTS Across all four intensity levels, the EV (κ = 0.68) and FT (κ = 0.66) cut points exhibited significantly better agreement than TR (κ = 0.62), MT (κ = 0.54), and PU (κ = 0.36). The EV and FT cut points exhibited significantly better classification accuracy for moderate-to vigorous-intensity physical activity (ROC-AUC = 0.90) than TR, PU, or MT cut points (ROC-AUC = 0.77-0.85). Only the EV cut points provided acceptable classification accuracy for all four levels of physical activity intensity and performed well among children of all ages. The widely applied sedentary cut point of 100 counts per minute exhibited excellent classification accuracy (ROC-AUC = 0.90). CONCLUSIONS On the basis of these findings, we recommend that researchers use the EV ActiGraph cut points to estimate time spent in sedentary, light-, moderate-, and vigorous-intensity activity in children and adolescents. Copyright © 2011 by the American College of Sports Medicine.

Avaliação da função endotelial em pacientes com hipertensão arterial resistente

A hipertensão arterial resistente (HAR) é definida pela persistência da pressão arterial (PA)≥140/90mmHg a despeito do uso de 3 anti-hipertensivos em doses plenas, incluindo diurético. Revisão recente da literatura mostra poucos estudos avaliando o perfil e o comportamento da função endotelial em pacientes com HAR. Objetiva avaliar a função endotelial em pacientes hipertensos resistentes. Estudo transversal com 60 pacientes que foram avaliados em uma visita (V3) de um estudo longitudinal, onde numa primeira fase todos pacientes tiveram padronização do tratamento anti-hipertensivo. Foram incluídos pacientes (V0) com PA>160/100mmHg e <220mmHg e todos receberam clortalidona 25mg/dia e enalapril 20mg 2x/dia ou losartana 50mg 2x/dia (intolerantes ao enalapril). Visita 1: se PA>140/90mmHg acrescentou-se anlodipino 5mg/dia, foi realizado avaliação laboratorial de rotina do hipertenso e monitorização ambulatorial da PA-24h (MAPA). Visita 2: se PA>140/90mmHganlodipino foi titulado para 10mg/dia. Visita 3: todos os pacientes receberam avaliação clínica, da pressão arterial por MAPA, laboratorial de rotina e da função endotelial. Formaram-se dois grupos: os que controlaram a PA, grupo hipertensão arterial controlada (HAC); e os que permaneceram com PA de consultório>140/90mmHg e PA na MAPA-24h>130/80mmHg, foram considerados resistentes. O grupo HAR recebeu aleatoriamente espironolactona ou clonidina por mais 12 semanas para tentar controlar a PA e o grupo HAC teve assistência farmacológica mantida no mesmo período. A PA foi avaliada por método oscilométrico com aparelho digital semi-automático Microlife modelo BP3AC1-1PC e MAPA por aparelho SpaceLabs 90207. A função endotelial avaliada através de tonometria arteriolar periférica (PAT) pelo Endo-PAT2000 e por biomarcadores (I-CAM-1, V-CAM-1, VEGF, MCP-1, IL-6, adiponectina) através da técnica LuminexTMxMAP. Dos 60 pacientes avaliados, 36 controlaram a PA, grupo HAC, e 24 permaneceram resistentes ao tratamento, grupo HAR, na visitaV3. Na avaliação da PA pela MAPA-24h observamos que no grupo HAC a PAS-24h foi de 121,1+1,7mmHg e no grupo HAR 147+3,3mmHg, enquanto a PAD-24h no grupo HAC foi de 76,64+1,5mmHg e no grupo HAR 88,58+2,4mmHg (p<0,0001). O descenso noturno, apesar de maior no grupo HAC, não apresentou significância estatística entre os dois grupos (p> 0,05). A função endotelial avaliada através do PAT mostrou índice de hiperemia reativa de 1,850,056 e 1,65+0,074 nos grupos HAC e HAR respectivamente (p= 0,036) e quando avaliada através dos biomarcadores observamos: ICAM-1 (HAC= 186,6+12,65 vs HAR= 240,9+23,76ng/ml, p= 0,038), VCAM-1 (HAC= 627,137,09vs HAR= 706,086,10ng/ml, p= 0,372),VEGF (HAC= 403,394,91 vs HAR= 612,788,27pg/ml, p= 0,123) e MCP-1 (HAC= 694,969,09 vs HAR= 787,052,80pg/ml, p= 0,315). Na avaliação dos biomarcadores inflamatórios, observamos IL-6 no grupo HAC= 1,8970,2165pg/mle no HAR= 9,7934,421pg/ml (p= 0,027) e adiponectina no grupo HAC= 105701516pg/ml e HAR= 84221295pg/ml (p=0,301). A razão de prevalência do comprometimento da função endotelial no grupo HAR foi de 54% (OR= 3,55; 95% IC 1,18- 10.67; p= 0,029). No presente trabalho, as análises das variáveis estudadas na visita V3, mostraram que os pacientes com HAR têm maior comprometimento da função endotelial que os pacientes com HAC.

A benchmark comparison between reconfigurable, intelligent and autonomous wireless inertial measurement and photonic technologies in rehabilitation

Advanced sensory systems address a number of major obstacles towards the provision for cost effective and proactive rehabilitation. Many of these systems employ technologies such as high-speed video or motion capture to generate quantitative measurements. However these solutions are accompanied by some major limitations including extensive set-up and calibration, restriction to indoor use, high cost and time consuming data analysis. Additionally many do not quantify improvement in a rigorous manner for example gait analysis for 5 minutes as opposed to 24 hour ambulatory monitoring. This work addresses these limitations using low cost, wearable wireless inertial measurement as a mobile and minimal infrastructure alternative. In cooperation with healthcare professionals the goal is to design and implement a reconfigurable and intelligent movement capture system. A key component of this work is an extensive benchmark comparison with the 'gold standard' VICON motion capture system.

Validity and reliability of cardiorespiratory measurements recorded by the LifeShirt during exercise tests

The LifeShirt is a novel ambulatory monitoring system that records cardio respiratory measurements outside the laboratory. Validity and reliability of cardiorespiratory measurements recorded by the LifeShirt were assessed and two methods of calibrating the LifeShirt were compared. Participants performed an incremental treadmill test and a constant work rate test (65% peak oxygen uptake) on four occasions (>48 In apart) and wore the LifeShirt, COSMED system and Polar Sport Tester simultaneously. The LifeShirt was calibrated using two methods: comparison to a spirometer; and 800 ml fixed-volume bag. Ventilation, respiratory rate, expiratory time and heart rate recorded by the LifeShirt were compared to measurements recorded by laboratory equipment. Sixteen adults participated (6M: 10F); mean (SD) age 23.1 (2.9) years. Agreement between the LifeShirt and laboratory equipment was acceptable. Agreement for ventilation was improved by calibrating the LifeShirt using a spirometer. Reliability was similar for the LifeShirt and the laboratory equipment. This study suggests that the LifeShirt provides a valid and reliable method of ambulatory monitoring. (C) 2009 Elsevier B.V. All rights reserved.

Sleep patterns of day-working, evening high-schooled adolescents of São Paulo, Brazil

Children who grow up in developing countries of the world must work to help financially support their families, and they must also attend school. We investigated the impact of work on the sleep of working vs. nonworking high school students. Twenty-seven São Paulo, Brazil, public high school students (eight male and eight female working students plus six nonworking female and five nonworking male students) 14-18 yrs of age who attended school Monday-Friday between 19:00 to 22:30h participated. A comprehensive questionnaire about work and living conditions, health status, and diseases and their symptoms was also answered. The activity level and rest pattern (sleep at night and napping during the day) were continuously assessed by wrist actigraphy (Ambulatory Monitoring, USA). The main variables were analyzed by a two-factor ANOVA with application of the Tukey HSD test for multiple comparisons, and the length of sleep during weekdays vs. weekends was compared by Student t-test. Working students went to sleep earlier weekends [F-(1,F-23) = 6.1; p = 0.02] and woke up earlier work days than nonworking students [F-(1,F-23) = 17.3; p = 0.001]. The length of nighttime sleep during weekdays was shorter among all the working [F-(1,F-23) = 16.7; p < 0.001] than all the nonworking students. The sleep duration of boys was shorter than of girls during weekends [F-(1,F-23) = 10.8; P < 0.001]. During weekdays, the duration of napping by working and nonworking male students was shorter than nonworking female students. During weekdays, working girls took the shortest naps [F-(1,F-23) = 5.6; p = 0.03]. The most commonly reported sleep complaint during weekdays was difficulty waking up in the morning [F-(1.23) = 6.5; p = 0.02]. During weekdays, the self-perceived sleep quality of working students was worse than nonworking students [F-(1,F-23) = 6.2; p = 0.02]. The findings of this study show that work has negative effects on the sleep of adolescents, with the possible build-up of a chronic sleep debt with potential consequent impact on quality of life and school learning.

Desenvolvimento de métodos de processamento e inteligência computacional no ECG ambulatorial

A monitorização ambulatorial do eletrocardiograma (ECG) permite seguir as atividades cotidianas do paciente durante períodos de 24 horas (ou ainda maiores) possibilitando o estudo de casos que pudessem ter episódios arrítmicos fatais. Entretanto, o maior desafio tecnológico que este tipo de monitorização enfrenta é a perda de informação pela presença de ruídos e artefatos quando o paciente se move. A análise do intervalo QT de despolarização e repolarização ventricular do eletrocardiograma superficial é uma técnica não invasiva com um grande valor para a diagnose e prognósticos de cardiopatias e neuropatias, assim como para a predição da morte cardíaca súbita. A análise do desvio padrão do intervalo QT proporciona informação sobre a dispersão (temporal ou espacial) da repolarização ventricular, entretanto a influencia do ruído provoca erros na detecção do final da onda T que são apreciáveis devido ao fato dos valores pequenos do desvio padrão do QT tanto para sujeitos patológicos e quanto para os sãos. O objetivo geral desta tese é melhorar os métodos de processamento do sinal de ECG ambulatorial usando inteligência computacional, especificamente os métodos relacionados com a detecção do final da onda T, e os de reconhecimento morfológico de batimentos que invalidam a análise da variabilidade do intervalo QT. É proposto e validado (em termos de exatidão e precisão) um novo método e algoritmo para estimar o final da onda T baseado no calculo de áreas de trapézios, empregando sinais da base de dados QT da Physionet. O desempenho do método proposto foi testado e comparado com um dos métodos mais usados para detectar o final da onda T: o método baseado no limiar na primeira derivada. O método de inteligência computacional sugerido combina a extração de características usando o método de análise de componentes principais não lineares e a rede neural de tipo perceptron multicamada. O método de áreas de trapézios teve um bom desempenho em condições ruidosas e não depende de nenhum limiar empírico, sendo adequado para situações com níveis de elevados de ruído de banda larga. O método de reconhecimento morfológico de batimentos foi avaliado com sinais ambulatoriais com e sem artefatos pertencentes a bases de dados de prestigio internacional, e mostrou um bom desempenho.

Tratamento ambulatorial e hospitalar na monitorização glicêmica de gestantes diabéticas em uso de insulina

Pós-graduação em Ginecologia, Obstetrícia e Mastologia - FMB