ABSTRACT
Measurement of blood pressure (BP) through manual auscultation and the observation of Korotkoff sounds (KSs) remains the gold standard in BP methodology. Critical to determining BP levels via auscultation is the determination of KS audibility. While absolute sound level audibility is well researched, the problem has not been approached from the point of view of psychoacoustic masking of the sounds. Here, during manual auscultation of BP, a direct comparison is made between what an observer perceives as audible and the electronic analysis of audibility level determined from masking of sound signal levels. KSs are collected during auscultation with an electronic stethoscope, which allows simultaneously observing sound audibility and recording the sound electronically. By time-segmenting the recorded sound around Korotkoff peaks into a test segment and a masking segment, performing Fourier transforms on the segments, and comparing frequency-band sound energy levels, signal-to-noise ratios of a sound to its masking counterpart can be defined. Comparing these ratios to difference limen in the psychoacoustic masking literature, an approximate threshold for sound audibility is obtained. It is anticipated that this approach could have profound effects on future development of automated auscultation BP measurements.
Subject(s)
Auscultation , Blood Pressure Determination , Blood Pressure/physiology , Blood Pressure Determination/methods , Auscultation/methods , Fourier Analysis , SoundABSTRACT
BACKGROUND: Hospital readmissions are one of the costliest challenges facing healthcare systems, but conventional models fail to predict readmissions well. Many existing models use exclusively manually-engineered features, which are labor intensive and dataset-specific. Our objective was to develop and evaluate models to predict hospital readmissions using derived features that are automatically generated from longitudinal data using machine learning techniques. METHODS: We studied patients discharged from acute care facilities in 2015 and 2016 in Alberta, Canada, excluding those who were hospitalized to give birth or for a psychiatric condition. We used population-level linked administrative hospital data from 2011 to 2017 to train prediction models using both manually derived features and features generated automatically from observational data. The target value of interest was 30-day all-cause hospital readmissions, with the success of prediction measured using the area under the curve (AUC) statistic. RESULTS: Data from 428,669 patients (62% female, 38% male, 27% 65 years or older) were used for training and evaluating models: 24,974 (5.83%) were readmitted within 30 days of discharge for any reason. Patients were more likely to be readmitted if they utilized hospital care more, had more physician office visits, had more prescriptions, had a chronic condition, or were 65 years old or older. The LACE readmission prediction model had an AUC of 0.66 ± 0.0064 while the machine learning model's test set AUC was 0.83 ± 0.0045, based on learning a gradient boosting machine on a combination of machine-learned and manually-derived features. CONCLUSION: Applying a machine learning model to the computer-generated and manual features improved prediction accuracy over the LACE model and a model that used only manually-derived features. Our model can be used to identify high-risk patients, for whom targeted interventions may potentially prevent readmissions.
Subject(s)
Patient Discharge , Patient Readmission , Humans , Male , Female , Aged , Hospitalization , Machine Learning , Alberta/epidemiologyABSTRACT
SOURCE CITATION: Rubino D, Abrahamsson N, Davies M, et al. Effect of continued weekly subcutaneous semaglutide vs placebo on weight loss maintenance in adults with overweight or obesity: the STEP 4 randomized clinical trial. JAMA. 2021;325:1414-25. 33755728.
Subject(s)
Overweight , Weight Loss , Adult , Double-Blind Method , Glucagon-Like Peptides , Humans , Injections, Subcutaneous , Obesity/drug therapy , Overweight/drug therapyABSTRACT
As the leading risk for death, population control of increased blood pressure represents a major challenge for all countries of the Americas. In the early 1990's, Canada had a hypertension control rate of 13%. The control rate increased to 68% in 2010, accompanied by a sharp decline in cardiovascular disease. The unprecedented improvement in hypertension control started around the year 2000 when a comprehensive program to implement annually updated hypertension treatment recommendations started. The program included a comprehensive monitoring system for hypertension control. After 2011, there was a marked decrease in emphasis on implementation and evaluation and the hypertension control rate declined, driven by a reduction in control in women from 69% to 49%. A coalition of health and scientific organizations formed in 2011 with a priority to develop advocacy positions for dietary policies to prevent and control hypertension. By 2015, the positions were adopted by most federal political parties, but implementation has been slow. This manuscript reviews key success factors and learnings. Some key success factors included having broad representation on the program steering committee, multidisciplinary engagement with substantive primary care involvement, unbiased up to date credible recommendations, development and active adaptation of education resources based on field experience, extensive implementation of primary care resources, annual review of the program and hypertension indicators and developing and emphasizing the few interventions important for hypertension control. Learnings included the need for having strong national and provincial government engagement and support, and retaining primary care organizations and clinicians in the implementation and evaluation.
La hipertensión arterial representa el principal riesgo de muerte; controlarla a nivel de la población constituye un desafío importante para todos los países de la Región de las Américas. A principios de la década de 1990, Canadá presentaba una tasa de control de la hipertensión del 13%. La tasa de control aumentó al 68% en el 2010, lo que vino acompañado por una disminución importante de las enfermedades cardiovasculares. Esta mejora sin precedentes en el control de la hipertensión empezó alrededor del año 2000 cuando se inició un programa integral para aplicar las recomendaciones sobre el tratamiento de la hipertensión, actualizadas anualmente. El programa incluyó un sistema de monitoreo integral para el control de la hipertensión. Después del 2011, hubo una marcada disminución del énfasis en la implementación y la evaluación, y la tasa de control de la hipertensión disminuyó, impulsada por una reducción en el control en las mujeres, que pasó del 69% al 49%. En el 2011, se formó una coalición de organizaciones científicas y de salud con la prioridad de elaborar una campaña de defensa y promoción de las políticas alimentarias para prevenir y controlar la hipertensión. Para el año 2015, esta postura fue adoptada por la mayoría de los partidos políticos federales, aunque la implementación ha sido lenta.En este artículo se revisan los factores clave de éxito y las lecciones aprendidas. Algunos factores clave de éxito fueron tener una amplia representación en el comité directivo del programa; el compromiso multidisciplinario con la participación sustantiva del sector de la atención primaria; unas recomendaciones creíbles, imparciales y actualizadas; el desarrollo y la adaptación activa de recursos educativos basados en la experiencia en el terreno; la amplia implementación de los recursos de la atención primaria; la revisión anual del programa y de los indicadores de hipertensión; y el desarrollo y el énfasis en unas pocas intervenciones importantes para el control de la hipertensión. Entre las lecciones aprendidas se encontró la necesidad de contar con un fuerte compromiso y apoyo del gobierno nacional y provincial, y de mantener a las organizaciones de atención primaria y al personal médico en la implementación y la evaluación.
O controle populacional da hipertensão arterial o maior fator de risco de morte representa um grande desafio para todos os países das Américas. No início da década de 1990, o Canadá tinha uma taxa de controle de hipertensão de 13%. Esse índice aumentou para 68% em 2010, acompanhado por um declínio acentuado das doenças cardiovasculares. A melhoria sem precedentes no controle da hipertensão começou por volta do ano 2000, quando teve início um programa abrangente para implementar recomendações de tratamento de hipertensão atualizadas anualmente. O programa incluía um sistema integral de monitoramento do controle da hipertensão. Após 2011, houve uma acentuada redução da ênfase na implementação e avaliação, e a taxa de controle de hipertensão caiu, principalmente às custas de uma redução deste controle em mulheres (de 69% para 49%). Uma coalizão de organizações científicas e de saúde formou-se em 2011 com a prioridade de desenvolver posições de defesa de políticas alimentares para prevenir e controlar a hipertensão. Até 2015, essas posições haviam sido adotadas pela maioria dos partidos políticos federais, mas a implementação tem sido lenta.Este manuscrito examina fatores-chave de sucesso e aprendizados. Alguns fatores-chave de sucesso incluíram uma ampla representatividade no comitê diretor do programa, engajamento multidisciplinar (com envolvimento significativo da atenção primária), recomendações imparciais e confiáveis, elaboração e adaptação ativa de recursos didáticos com base na experiência de campo, ampla implementação dos recursos da atenção primária, revisão anual do programa e dos indicadores de hipertensão e desenvolvimento e ênfase das poucas intervenções realmente importantes para o controle da hipertensão. As lições aprendidas incluíram a necessidade de ter forte envolvimento e apoio dos governos nacional e subnacionais e manter organizações e médicos da atenção primária engajados na implementação e avaliação.
ABSTRACT
High blood pressure (BP) is a highly prevalent modifiable cause of cardiovascular disease, stroke, and death. Accurate BP measurement is critical, given that a 5-mmHg measurement error may lead to incorrect hypertension status classification in 84 million individuals worldwide. This position statement summarizes procedures for optimizing observer performance in clinic BP measurement, with special attention given to low-tomiddle- income settings, where resource limitations, heavy workloads, time constraints, and lack of electrical power make measurement more challenging. Many measurement errors can be minimized by appropriate patient preparation and standardized techniques. Validated semi-automated/automated upper arm cuff devices should be used instead of auscultation to simplify measurement and prevent observer error. Task sharing, creating a dedicated measurement workstation, and using semi-automated or solar-charged devices may help. Ensuring observer training, and periodic re-training, is critical. Low-cost, easily accessible certification programs should be considered to facilitate best BP measurement practice.
A hipertensão é uma causa altamente prevalente de doença cardiovascular, acidente vascular cerebral e morte. A medição precisa da pressão arterial (PA) é um aspecto crítico, uma vez que erros de mensuração da ordem de 5 mmHg podem levar a uma classificação incorreta do status de hipertensão em 84 milhões de pessoas em todo o mundo. O presente posicionamento resume os procedimentos para otimizar o desempenho do observador (o indivíduo responsável pela mensuração da PA) na mensuração clínica da PA, com atenção especial para contextos de baixa a média renda, onde recursos limitados, cargas de trabalho pesadas, restrições de tempo e falta de energia elétrica tornam mais desafiadora a tarefa de medir a PA. Muitos erros de mensuração podem ser minimizados pela preparação adequada do paciente e pelo uso de técnicas padronizadas. Para simplificar a mensuração e evitar erros do observador, devem-se utilizar dispositivos semiautomatizados ou automatizados validados, com manguito para braço, ao invés de auscultação. O compartilhamento de tarefas, a criação de uma estação de trabalho dedicada à mensuração e o uso de dispositivos semiautomatizados ou com carga solar podem ajudar. É essencial que seja assegurado o treinamento e retreinamento periódico do observador. Programas de certificação de baixo custo e de fácil acesso devem ser considerados para facilitar a adoção das melhores práticas na mensuração da PA.
ABSTRACT
The Lancet Commission on Hypertension identified that a key action to address the worldwide burden of high blood pressure (BP) was to improve the quality of BP measurements by using BP devices that have been validated for accuracy. Currently, there are over 3 000 commercially available BP devices, but many do not have published data on accuracy testing according to established scientific standards. This problem is enabled through weak or absent regulations that allow clearance of devices for commercial use without formal validation. In addition, new BP technologies have emerged (e.g. cuffless sensors) for which there is no scientific consensus regarding BP measurement accuracy standards. Altogether, these issues contribute to the widespread availability of clinic and home BP devices with limited or uncertain accuracy, leading to inappropriate hypertension diagnosis, management and drug treatment on a global scale. The most significant problems relating to the accuracy of BP devices can be resolved by the regulatory requirement for mandatory independent validation of BP devices according to the universally-accepted International Organization for Standardization Standard. This is a primary recommendation for which there is an urgent international need. Other key recommendations are development of validation standards specifically for new BP technologies and online lists of accurate devices that are accessible to consumers and health professionals. Recommendations are aligned with WHO policies on medical devices and universal healthcare. Adherence to recommendations would increase the global availability of accurate BP devices and result in better diagnosis and treatment of hypertension, thus decreasing the worldwide burden from high BP.
A Comissão Lancet sobre Hipertensão Arterial identificou que uma iniciativa central para enfrentar a carga mundial da hipertensão arterial seria a melhoria na qualidade da mensuração da pressão arterial pelo uso aparelhos de pressão arterial validados quanto à acurácia. Atualmente, existem mais de 3 000 aparelhos de pressão arterial disponíveis comercialmente; entretanto, muitos não têm dados publicados sobre testes de acurácia realizados de acordo com padrões científicos estabelecidos. Este problema resulta de regulamentação fraca ou inexistente, o que permite a aprovação para uso comercial de dispositivos sem validação formal. Além disso, surgiram novas tecnologias de mensuração da pressão arterial (por exemplo, sensores sem algemas) sem consenso científico quanto aos padrões de acurácia. No conjunto, essas questões contribuem para a oferta generalizada de dispositivos de pressão arterial clínica e domiciliar com acurácia limitada ou incerta, levando a diagnóstico, gerenciamento e tratamento inadequados da hipertensão em escala global. Os problemas mais significativos relacionados com a acurácia dos dispositivos de pressão arterial podem ser resolvidos por regulamentação que imponha a obrigatoriedade de validação independente dos aparelhos de pressão arterial, de acordo com a norma universalmente aceita pela Organização Internacional de Normalização. Esta é uma recomendação fundamental para a qual existe uma necessidade internacional urgente. Outras recomendações essenciais incluem o desenvolvimento de padrões de validação especificamente para novas tecnologias de mensuração da pressão arterial e listas on-line de aparelhos com acurácia adequada que sejam acessíveis aos consumidores e profissionais de saúde. As recomendações estão alinhadas com as políticas da Organização Mundial da Saúde (OMS) sobre dispositivos médicos e atenção universal à saúde. A adesão às recomendações aumentaria a oferta global de dispositivos de pressão arterial com acurácia adequada e resultaria em melhor diagnóstico e tratamento da hipertensão arterial, diminuindo assim a carga mundial dessa doença.
ABSTRACT
AIMS: Obesity is associated with high rates of cardiac fatty acid oxidation, low rates of glucose oxidation, cardiac hypertrophy and heart failure. Whether weight loss can lessen the severity of heart failure associated with obesity is not known. We therefore determined the effect of weight loss on cardiac energy metabolism and the severity of heart failure in obese mice with heart failure. MATERIALS AND METHODS: Obesity and heart failure were induced by feeding mice a high-fat (HF) diet and subjecting them to transverse aortic constriction (TAC). Obese mice with heart failure were then switched for 8 weeks to either a low-fat (LF) diet (HF TAC LF) or caloric restriction (CR) (40% caloric intake reduction, HF TAC CR) to induce weight loss. RESULTS: Weight loss improved cardiac function (%EF was 38 ± 6% and 36 ± 6% in HF TAC LF and HF TAC CR mice vs 25 ± 3% in HF TAC mice, P < 0.05) and it decreased cardiac hypertrophy post TAC (left ventricle mass was 168 ± 7 and 171 ± 10 mg in HF TAC LF and HF TAC CR mice, respectively, vs 210 ± 8 mg in HF TAC mice, P < 0.05). Weight loss enhanced cardiac insulin signalling, insulin-stimulated glucose oxidation rates (1.5 ± 0.1 and 1.5 ± 0.1 µmol/g dry wt/min in HF TAC LF and HF TAC CR mice, respectively, vs 0.2 ± 0.1 µmol/g dry wt/min in HF TAC mice, P < 0.05) and it decreased pyruvate dehydrogenase phosphorylation. Cardiac fatty acid oxidation rates, AMPKTyr172 /ACCSer79 signalling and the acetylation of ß-oxidation enzymes, were attenuated following weight loss. CONCLUSIONS: Weight loss is an effective intervention to improve cardiac function and energy metabolism in heart failure associated with obesity.
Subject(s)
Energy Metabolism , Heart Failure/physiopathology , Myocardium/metabolism , Obesity/physiopathology , Weight Loss/physiology , Animals , Caloric Restriction , Diet, High-Fat/adverse effects , Disease Models, Animal , Energy Intake , Fatty Acids/metabolism , Heart/physiopathology , Heart Failure/etiology , Mice , Mice, Obese , Obesity/complications , Oxidation-ReductionABSTRACT
BACKGROUND: Frailty is a state of vulnerability to diverse stressors. We assessed the impact of frailty on outcomes after discharge in older surgical patients. METHODS: We prospectively followed patients 65 years of age or older who underwent emergency abdominal surgery at either of 2 tertiary care centres and who needed assistance with fewer than 3 activities of daily living. Preadmission frailty was defined according to the Canadian Study of Health and Aging Clinical Frailty Scale as "well" (score 1 or 2), "vulnerable" (score 3 or 4) or "frail" (score 5 or 6). We assessed composite end points of 30-day and 6-month all-cause readmission or death by multivariable logistic regression. RESULTS: Of 308 patients (median age 75 [range 65-94] yr, median Clinical Frailty Score 3 [range 1-6]), 168 (54.5%) were classified as vulnerable and 68 (22.1%) as frail. Ten (4.2%) of those classified as vulnerable or frail received a geriatric consultation. At 30 days after discharge, the proportions of patients who were readmitted or had died were greater among vulnerable patients (n = 27 [16.1%]; adjusted odds ratio [OR] 4.60, 95% confidence interval [CI] 1.29-16.45) and frail patients (n = 12 [17.6%]; adjusted OR 4.51, 95% CI 1.13-17.94) than among patients who were well (n = 3 [4.2%]). By 6 months, the degree of frailty independently and dose-dependently predicted readmission or death: 56 (33.3%) of the vulnerable patients (adjusted OR 2.15, 95% CI 1.01-4.55) and 37 (54.4%) of the frail patients (adjusted OR 3.27, 95% CI 1.32-8.12) were readmitted or had died, compared with 11 (15.3%) of the patients who were well. INTERPRETATION: Vulnerability and frailty were prevalent in older patients undergoing surgery and unlikely to trigger specialized geriatric assessment, yet remained independently associated with greater risk of readmission for as long as 6 months after discharge. Therefore, the degree of frailty has important prognostic value for readmission. TRIAL REGISTRATION FOR PRIMARY STUDY: ClinicalTrials.gov, no. NCT02233153.
Subject(s)
Frailty/mortality , Patient Discharge/statistics & numerical data , Patient Readmission/statistics & numerical data , Postoperative Complications/mortality , Surgical Procedures, Operative , Activities of Daily Living , Aged , Aged, 80 and over , Canada/epidemiology , Female , Frail Elderly , Geriatric Assessment , Humans , Logistic Models , Male , Multivariate Analysis , Prospective Studies , Risk Assessment , Risk Factors , Severity of Illness Index , Time FactorsABSTRACT
BACKGROUND: In Canada, demand for multidisciplinary bariatric (obesity) care far outstrips capacity. Consequently, prolonged wait times exist that contribute to substantial health impairments. A supportive, educational, self-management intervention (with in-person and web-based versions) for patients wait-listed for bariatric care has already been implemented in Northern and Central Alberta, Canada, but its effectiveness is unknown. The objective of this trial is to evaluate the clinical and economic outcomes of two self-management programs of varying intensity that are currently in use. METHODS: We conducted a pragmatic, prospective, parallel-arm, randomized controlled trial of 651 wait-listed patients from two regional bariatric programs. Patients were randomized to (1) an in-person, group-based intervention (13 sessions; n = 215) or (2) a web-based intervention (13 modules; n = 225) or (3) control group (printed educational materials; n = 211). After randomization, subjects had 3 months to review the content assigned to them (the intervention period) prior to bariatric clinic entry. The primary outcome was the proportion of patients achieving 5% weight loss at 9 months. Intention-to-treat two-way comparisons were performed and adjusted for baseline age, sex, site and body mass index. RESULTS: At baseline, mean age was 40.4 ± 9.8 years, mean weight was 134.7 ± 25.2 kg, mean body mass index was 47.7 ± 7.0 kg/m2 and 83% of participants were female. A total of 463 patients (71%) completed 9 months follow-up. At least 5% weight loss was achieved by 24.2% of those in the in-person strategy, 24.9% for the web-based strategy and 21.3% for controls (adjusted p value = 0.26 for in-person vs. controls, 0.28 for web-based vs. controls, 0.96 for in-person vs. web-based). Absolute and relative (% of baseline) mean weight reductions were 3.7 ± 7.1 kg (2.7 ± 5.4%) for in-person strategy, 2.8 ± 6.7 kg (2.0 ± 4.8%) for web-based and 2.9 ± 8.8 kg (1.9 ± 5.9%) for controls (p > 0.05 for all comparisons). No between-group differences were apparent for any clinical or humanistic secondary outcomes. Total annual costs in Canadian dollars were estimated at $477,000.00 for the in-person strategy, $9456.78 for the web-based strategy and $2270.31 for provision of printed materials. DISCUSSION: Two different self-management interventions were no more effective and were more costly than providing printed education materials to severely obese patients. Our findings underscore the need to develop more potent interventions and the importance of comprehensively evaluating self-management strategies before widespread implementation. TRIAL REGISTRATION: ClinicalTrials.gov, NCT01860131 . Registered 17 May 2013.
Subject(s)
Bariatrics/methods , Obesity , Patient Education as Topic/methods , Self Care/methods , Adult , Bariatrics/economics , Canada , Female , Humans , Male , Middle Aged , Patient Education as Topic/economics , Prospective Studies , Self Care/economicsABSTRACT
BACKGROUND: The obesity epidemic is linked to substantial health care resource use, reduction in workforce and home productivity, and poor health-related quality of life (HRQOL). Changes in body mass index (BMI) are associated with improvements in HRQOL; the nature of this relationship, however, has not been reliably described. OBJECTIVES: To determine the independent association between changes in BMI and change in utility-based HRQOL. METHODS: Data were prospectively collected on 500 severely obese adult patients enrolled in a single-center obesity management clinic. Univariable and multivariable linear regressions were performed, adjusting for the effect of the intervention itself, obesity-related comorbidities, BMI at enrollment, age, and sex. RESULTS: A 1-unit reduction in BMI was associated with a 0.0075 (95% confidence interval 0.0041-0.0109) increase in the EuroQol five-dimensional questionnaire score. This relationship was unaltered in various analyses, and is likely applicable to any health-care-induced changes in BMI. CONCLUSIONS: The quantification of this association advances the understanding of the clinical benefits of interventions that affect BMI, and can inform more robust cost-utility analyses.
Subject(s)
Obesity/therapy , Patient Preference , Quality of Life , Weight Loss , Adult , Alberta , Body Mass Index , Comorbidity , Female , Humans , Least-Squares Analysis , Linear Models , Male , Middle Aged , Multivariate Analysis , Obesity/diagnosis , Obesity/physiopathology , Obesity/psychology , Prospective Studies , Severity of Illness Index , Time Factors , Treatment OutcomeABSTRACT
BACKGROUND: Prior mortality studies have concluded that elevated body mass index (BMI) may improve survival. These studies were limited because they did not measure adiposity directly. OBJECTIVE: To examine associations of BMI and body fat percentage (separately and together) with mortality. DESIGN: Observational study. SETTING: Manitoba, Canada. PARTICIPANTS: Adults aged 40 years or older referred for bone mineral density (BMD) testing. MEASUREMENTS: Participants had dual-energy x-ray absorptiometry (DXA), entered a clinical BMD registry, and were followed using linked administrative databases. Adjusted, sex-stratified Cox models were constructed. Body mass index and DXA-derived body fat percentage were divided into quintiles, with quintile 1 as the lowest, quintile 5 as the highest, and quintile 3 as the reference. RESULTS: The final cohort included 49 476 women (mean age, 63.5 years; mean BMI, 27.0 kg/m2; mean body fat, 32.1%) and 4944 men (mean age, 65.5 years; mean BMI, 27.4 kg/m2; mean body fat, 29.5%). Death occurred in 4965 women over a median of 6.7 years and 984 men over a median of 4.5 years. In fully adjusted mortality models containing both BMI and body fat percentage, low BMI (hazard ratio [HR], 1.44 [95% CI, 1.30 to 1.59] for quintile 1 and 1.12 [CI, 1.02 to 1.23] for quintile 2) and high body fat percentage (HR, 1.19 [CI, 1.08 to 1.32] for quintile 5) were associated with higher mortality in women. In men, low BMI (HR, 1.45 [CI, 1.17 to 1.79] for quintile 1) and high body fat percentage (HR, 1.59 [CI, 1.28 to 1.96] for quintile 5) were associated with increased mortality. LIMITATIONS: All participants were referred for BMD testing, which may limit generalizability. Serial measures of BMD and weight were not used. Some measures, such as physical activity and smoking, were unavailable. CONCLUSION: Low BMI and high body fat percentage are independently associated with increased mortality. These findings may help explain the counterintuitive relationship between BMI and mortality. PRIMARY FUNDING SOURCE: None.
Subject(s)
Adiposity , Body Mass Index , Mortality , Absorptiometry, Photon , Aged , Cohort Studies , Female , Humans , Male , Manitoba/epidemiology , Middle Aged , Obesity/mortality , Overweight/mortality , Proportional Hazards ModelsABSTRACT
BACKGROUND: Bariatric surgery in Canada is primarily delivered within publicly funded specialty clinics. Previous studies have demonstrated that bariatric surgery is superior to intensive medical management for reduction of weight and obesity-related comorbidities. Our objective was to compare the effectiveness and safety of laparoscopic Roux-en-Y gastric bypass (RYGB), sleeve gastrectomy (LSG) and adjustable gastric banding (LAGB) in a publicly funded, population-based bariatric treatment program. METHODS: We followed consecutive bariatric surgery patients for 2 years. The primary outcome was weight change (in kilograms). Between-group changes were analyzed using multivariable regression. Last-observation-carried-forward imputation was used for missing data. RESULTS: We included 150 consecutive patients (51 RYGB; 51 LSG; 48 LAGB) in our study. At baseline, mean age was 43.5 ± 9.5 years, 87.3% of patients were women, and preoperative body mass index (BMI) was 46.2 ± 7.4. Absolute and relative (% of baseline) weight loss at 2 years were 36.6 ± 19.5 kg (26.1 ± 12.2%) for RYGB, 21.4 ± 16.0 kg (16.4 ± 11.6%) for LSG and 7.0 ± 9.7 kg (5.8 ± 7.9%) for LAGB (p < 0.001). Change in BMI was greater for the RYGB (-13.0 ± 6.6) than both the LSG (-7.6 ± 5.7) and the LAGB (-2.6 ± 3.5) groups (p < 0.001). The reduction in diabetes, hypertension and dyslipidemia was greater after RYGB than after LAGB (all p < 0.05). There were no deaths. The anastomotic and staple leakage rate was 1.3%. CONCLUSION: In a publicly funded, population-based bariatric surgery program, RYGB and LSG demonstrated greater weight loss than the LAGB procedure. Bypass resulted in the greatest reduction in obesity-related comorbidities. All procedures were safe.
BACKGROUND: Au Canada, la chirurgie bariatrique est effectuée principalement dans des cliniques spécialisées financées par le secteur public. Des études ont démontré que les interventions de cette nature sont supérieures à la prise en charge médicale intensive pour la perte de poids et la réduction des affections comorbides liées à l'obésité. L'objectif de notre étude était de comparer l'efficacité et l'innocuité de la dérivation gastrique Roux-en-Y par laparoscopie (DGRY), de la gastrectomie longitudinale (GL) et de la gastroplastie par anneau gastrique modulable (GAGM) dans le cadre d'un programme de traitement bariatrique basé sur la population financé par les deniers publics. METHODS: Nous avons suivi pendant 2 ans des patients ayant subi une chirurgie bariatrique. Le résultat primaire à l'étude était la variation pondérale (en kilogrammes). Nous avons analysé la variation intergroupe au moyen d'une régression multivariable et utilisé la méthode d'imputation des données manquantes par report de la dernière observation. RESULTS: Nous avons retenu 150 patients consécutifs (51 DGRY; 51 GL; 48 GAGM). Au début de l'étude, l'âge moyen était de 43,5 ± 9,5 ans, 87,3 % des patients étaient des femmes, et leur indice de masse corporelle (IMC) avant l'opération était de 46,2 ± 7,4. Après 2 ans, la perte de poids moyenne (pourcentage du poids de départ) était de 36,6 ± 19,5 kg (26,1 ± 12,2 %) pour la DGRY, de 21,4 ± 16,0 kg (16,4 ± 11,6 %) pour la GL, et de 7,0 ± 9,7 kg (5,8 ± 7,9 %) pour la GAGM (p < 0,001). La variation de l'IMC était plus grande pour le groupe DGRY (13,0 ± 6,6) que pour les 2 autres groupes (7,6 ± 5,7 pour la GL et 2,6 ± 3,5 pour la GAGM; p < 0,001). L'incidence sur le diabète, l'hypertension et la dyslipidémie était également plus grande après la DGRY qu'après la GAGM (p < 0,05 pour tous). Il n'y a eu aucun décès. Le taux de fuites anastomotiques et liées aux sutures était de 1,3 %. CONCLUSION: Dans le cadre d'un programme de chirurgie bariatrique basé sur une population et financé par le secteur public, la DGRY et la GL ont entraîné une plus grande perte de poids que la GAGM. La dérivation a donné lieu à la plus forte réduction des affections comorbides liées à l'obésité. Toutes les interventions se sont avérées sécuritaires.
Subject(s)
Gastrectomy/methods , Gastric Bypass/methods , Gastroplasty/methods , Obesity/surgery , Outcome Assessment, Health Care , Weight Loss , Adult , Canada , Female , Follow-Up Studies , Gastrectomy/adverse effects , Gastric Bypass/adverse effects , Gastroplasty/adverse effects , Humans , Male , Middle AgedABSTRACT
BACKGROUND: Nearly one-third of Canadian children can be categorized as overweight or obese. There is a growing interest in applying e-health approaches to prevent unhealthy weight gain in children, especially in settings that families access regularly. Our objective was to develop and refine an e-health screening, brief intervention, and referral to treatment (SBIRT) for parents to help prevent childhood obesity in primary care. MATERIALS AND METHODS: Our SBIRT, titled the Resource Information Program for Parents on Lifestyle and Education (RIPPLE), was developed by our research team and an e-health intervention development company. RIPPLE was based on existing SBIRT models and contemporary literature on children's lifestyle behaviors. Refinements to RIPPLE were guided by feedback from five focus groups (6-10 participants per group) that documented perceptions of the SBIRT by participants (healthcare professionals [n = 20], parents [n = 10], and researchers and graduate trainees [n = 8]). Focus group commentaries were transcribed in real time using a court reporter. Data were analyzed thematically. RESULTS: Participants viewed RIPPLE as a practical, well-designed, and novel tool to facilitate the prevention of childhood obesity in primary care. However, they also perceived that RIPPLE may elicit negative reactions from some parents and suggested improvements to specific elements (e.g., weight-related terms). CONCLUSIONS: RIPPLE may enhance parents' awareness of children's weight status and motivation to change their children's lifestyle behaviors but should be improved prior to implementation. Findings from this research directly informed revisions to our SBIRT, which will undergo preliminary testing in a randomized controlled trial.
Subject(s)
Health Behavior , Health Education/organization & administration , Pediatric Obesity/prevention & control , Primary Health Care/organization & administration , Telemedicine/organization & administration , Adolescent , Canada , Child , Diet , Exercise , Female , Focus Groups , Health Knowledge, Attitudes, Practice , Humans , Life Style , Male , Motivation , Parents/educationABSTRACT
BACKGROUND: Readmissions after hospital discharge are common and costly, but prediction models are poor at identifying patients at high risk of readmission. We evaluated the impact of frailty on readmission or death within 30 days after discharge from general internal medicine wards. METHODS: We prospectively enrolled patients discharged from 7 medical wards at 2 teaching hospitals in Edmonton. Frailty was defined by means of the previously validated Clinical Frailty Scale. The primary outcome was the composite of readmission or death within 30 days after discharge. RESULTS: Of the 495 patients included in the study, 162 (33%) met the definition of frailty: 91 (18%) had mild, 60 (12%) had moderate, and 11 (2%) had severe frailty. Frail patients were older, had more comorbidities, lower quality of life, and higher LACE scores at discharge than those who were not frail. The composite of 30-day readmission or death was higher among frail than among nonfrail patients (39 [24.1%] v. 46 [13.8%]). Although frailty added additional prognostic information to predictive models that included age, sex and LACE score, only moderate to severe frailty (31.0% event rate) was an independent risk factor for readmission or death (adjusted odds ratio 2.19, 95% confidence interval 1.12-4.24). INTERPRETATION: Frailty was common and associated with a substantially increased risk of early readmission or death after discharge from medical wards. The Clinical Frailty Scale could be useful in identifying high-risk patients being discharged from general internal medicine wards.
Subject(s)
Cause of Death , Patient Discharge/statistics & numerical data , Patient Outcome Assessment , Patient Readmission/statistics & numerical data , Severity of Illness Index , Adult , Aged , Aged, 80 and over , Canada , Cohort Studies , Female , Follow-Up Studies , Frail Elderly , Hospitalization/statistics & numerical data , Hospitals, Teaching , Humans , Length of Stay , Male , Middle Aged , Predictive Value of Tests , Prospective Studies , Risk Assessment , Survival Analysis , Time FactorsABSTRACT
BACKGROUND: It is estimated that seniors (≥65 years old) account for >50% of acute inpatient hospital days and are presenting for surgical evaluation of acute illness in increasing numbers. Unfortunately, conventional acute care models rarely take into account needs of the elderly population. The failure to consider these special needs have resulted in poor outcomes, longer lengths of hospital stay and have likely increased the need for institutional care. Acute Care for the Elderly models on medical wards have demonstrated decreased cost, length of hospital stay, readmissions and improved cognition, function and patient/staff satisfaction. We hypothesize that specific Elder-friendly Approaches to the Surgical Environment (EASE) interventions will similarly improve health outcomes in a cost-effective manner. METHODS/DESIGN: Prospective, before-after study with a concurrent control group. Four cohorts of 140 consecutively-screened older patients (≥65 years old) will be enrolled (560 patients in total). The EASE interventions involves co-locating all older surgical patients on a single unit, involving an interdisciplinary care team (including a geriatric specialist) in the development of individual care plans, implementing evidence-informed elder-friendly practices, use of a reconditioning program, and optimizing discharge planning. Subjects will be followed via chart review for their hospital stay, and will then complete in-person or telephone interviews at 6 weeks and 6 months after discharge. Measured outcomes include clinical (postoperative major in-hospital complication or death [primary composite outcome]; death or readmission within 30-days of initial discharge; length of hospital stay), humanistic (quality of life; functional, cognitive, and nutritional status) and economic (health care resource utilization and costs) endpoints. Within-site mean change scores will be computed for the composite primary outcome and the overall covariate-adjusted between-site pre-post difference will be the dependent variable analyzed using generalized linear mixed model procedures including adjustment for clustering. DISCUSSION: Our findings will generate new knowledge on outcomes from acute surgical care in older patients and validate a novel elder-friendly surgical model including assessment of both clinical and economic benefits. If effective, we expect the EASE initiatives to be generalizable to other surgical centres. TRIAL REGISTRATION: Clinicaltrials.govidentifier: NCT02233153.
Subject(s)
General Surgery/organization & administration , Hospitalization , Patient Satisfaction , Aged , Aged, 80 and over , Canada , Cost-Benefit Analysis , Databases, Factual , General Surgery/economics , Humans , Patient Discharge , Prospective Studies , Quality of Life , Surveys and QuestionnairesABSTRACT
OBJECTIVE: To highlight the 2015 Canadian Hypertension Education Program (CHEP) recommendations for the diagnosis and assessment of hypertension. QUALITY OF EVIDENCE: A systematic search was performed current to August 2014 by a Cochrane Collaboration librarian using the MEDLINE and PubMed databases. The search results were critically appraised by the CHEP subcommittee on blood pressure (BP) measurement and diagnosis, and evidence-based recommendations were presented to the CHEP Central Review Committee for independent review and grading. Finally, the findings and recommendations were presented to the Recommendations Task Force for discussion, debate, approval, and voting. The main recommendations are based on level II evidence. MAIN MESSAGE: Based on the most recent evidence, CHEP has made 4 recommendations in 2 broad categories for 2015 to improve BP measurement and the way hypertension is diagnosed. A strong recommendation is made to use electronic BP measurement in the office setting to replace auscultatory BP measurement. For patients with elevated office readings, CHEP is recommending early use of out-of-office BP measurement, preferably ambulatory BP measurement, in order to identify early in the process those patients with white-coat hypertension. CONCLUSION: Improvements in diagnostic accuracy are critical to optimizing hypertension management in Canada. The annual updates provided by CHEP ensure that practitioners have up-to-date evidence-based information to inform practice.
Subject(s)
Blood Pressure Determination/standards , Hypertension/diagnosis , Practice Guidelines as Topic , Blood Pressure Determination/methods , Canada , Humans , White Coat Hypertension/diagnosisABSTRACT
OBJECTIVE: To develop clinical practice guidelines for a simplified approach to primary prevention of cardiovascular disease (CVD), concentrating on CVD risk estimation and lipid management for primary care clinicians and their teams; we sought increased contribution from primary care professionals with little or no conflict of interest and focused on the highest level of evidence available. METHODS: Nine health professionals (4 family physicians, 2 internal medicine specialists, 1 nurse practitioner, 1 registered nurse, and 1 pharmacist) and 1 nonvoting member (pharmacist project manager) comprised the overarching Lipid Pathway Committee (LPC). Member selection was based on profession, practice setting, and location, and members disclosed any actual or potential conflicts of interest. The guideline process was iterative through online posting, detailed evidence review, and telephone and online meetings. The LPC identified 12 priority questions to be addressed. The Evidence Review Group answered these questions. After review of the answers, key recommendations were derived through consensus of the LPC. The guidelines were drafted, refined, and distributed to a group of clinicians (family physicians, other specialists, pharmacists, nurses, and nurse practitioners) and patients for feedback, then refined again and finalized by the LPC. RECOMMENDATIONS: Recommendations are provided on screening and testing, risk assessments, interventions, follow-up, and the role of acetylsalicylic acid in primary prevention. CONCLUSION: These simplified lipid guidelines provide practical recommendations for prevention and treatment of CVD for primary care practitioners. All recommendations are intended to assist with, not dictate, decision making in conjunction with patients.
Subject(s)
Cardiovascular Diseases/prevention & control , Cardiovascular Diseases/therapy , Disease Management , Lipids/blood , Primary Health Care/standards , Humans , Mass Screening , Risk Factors , SpecializationABSTRACT
BACKGROUND: Guidelines and experts describe 5% to 10% reductions in body weight as 'clinically important'; however, it is not clear if 5% to 10% weight reductions correspond to clinically important improvements in health-related quality of life (HRQL). Our objective was to calculate the amount of weight loss required to attain established minimal clinically important differences (MCIDs) in HRQL, measured using three validated instruments. METHODS: Data from the Alberta Population-based Prospective Evaluation of Quality of Life Outcomes and Economic Impact of Bariatric Surgery (APPLES) study, a population-based, prospective Canadian cohort including 150 wait-listed, 200 medically managed and 150 surgically treated patients were examined. Two-year changes in weight and HRQL measures (Short-Form (SF)-12 physical (PCS; MCID = 5) and mental (MCS; MCID = 5) component summary score, EQ-5D Index (MCID = 0.03) and Visual Analog Scale (VAS; MCID = 10), Impact of Weight on Quality of Life (IWQOL)-Lite total score (MCID = 12)) were calculated. Separate multivariable linear regression models were constructed within medically and surgically treated patients to determine if weight changes achieved HRQL MCIDs. Pooled analysis in all 500 patients was performed to estimate the weight reductions required to achieve the pre-defined MCID for each HRQL instrument. RESULTS: Mean age was 43.7 (SD 9.6) years, 88% were women, 92% were white, and mean initial body mass index was 47.9 (SD 8.1) kg/m2. In surgically treated patients (two-year weight loss = 16%), HRQL MCIDs were reached for all instruments except the SF-12 MCS. In medically managed patients (two-year weight loss = 3%), MCIDs were attained in the EQ-index but not the other instruments. In all patients, percent weight reductions to achieve MCIDs were: 23% (95% confidence interval (CI): 17.5, 32.5) for PCS, 25% (17.5, 40.2) for MCS, 9% (6.2, 15.0) for EQ-Index, 23% (17.3, 36.1) for EQ-VAS, and 17% (14.1, 20.4) for IWQOL-Lite total score. CONCLUSIONS: Weight reductions to achieve MCIDs for most HRQL instruments are markedly higher than the conventional threshold of 5% to 10%. Surgical, but not medical treatment, consistently led to clinically important improvements in HRQL over two years. TRIAL REGISTRATION: Clinicaltrials.gov NCT00850356.