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1.
Artif Intell Med ; 92: 34-42, 2018 11.
Article in English | MEDLINE | ID: mdl-26563776

ABSTRACT

BACKGROUND: Nutritional screening procedures followed by regular nutrition monitoring for oncological outpatients are no standard practice in many European hospital wards and outpatient settings. As a result, early signs of malnutrition are missed and nutritional treatment is initiated when patients have already experienced severe weight loss. OBJECTIVE: We report on a novel clinical decision support system (CDSS) for the global assessment and nutritional triage of the nutritional condition of oncology outpatients. The system combines clinical and laboratory data collected in the clinical setting with patient-generated data from a smartphone application for monitoring the patients' nutritional status. Our objective is to assess the feasibility of a CDSS that combines the aforementioned data sources and describe its integration into a hospital information system. Furthermore, we collected patients' opinions on the value of the system, and whether they would regard the system as a useful aid in coping with their condition. MATERIALS AND METHODS: The system implements the Patient-Generated Subjective Global Assessment (PG-SGA) to monitor nutritional status in the outpatient setting. A smartphone application is used to collect patient-generated data by performing weekly mini-surveys on patients concerning their eating habits, weight, and overall well-being. Data are uploaded on completion of each mini-survey and stored on a secure server at the Medical University of Vienna (MUV). The data are then combined with relevant clinical information from the Vienna General Hospital (VGH) information system. The knowledge base for the CDSS is implemented in medical logic modules (MLMs) using Arden Syntax. A three-month pilot clinical trial was performed to test the feasibility of the system. Qualitative questionnaires were used to obtain the patients' opinions on the usability and personal value of the system during the four-week test period. RESULTS: We used the existing separation between the scientific and clinical data domains in the secured network environment (SNE) at the MUV and VGH to our advantage by importing, storing, and processing both patient-generated and routine data in the scientific data domain. To limit exposure to the SNE, patient-generated data stored outside the SNE were imported to the scientific domain once a day. The CDSS created for nutritional assessment and triage comprised ten MLMs, each including either a sub-assessment or the final results of the PG-SGA. Finally, an interface created for the hospital information system showed the results directly in clinical routine. In all 22 patients completed the clinical study. The results of the questionnaires showed that 91% of the patients were generally happy with the usability of the system, 91% believed that the application was of additional value in detecting cancer-related malnutrition, and 82% found it helpful as a long-term monitoring tool. DISCUSSION AND CONCLUSION: Despite strict protection of the clinical data domain, a CDSS employing patient-generated data can be integrated into clinical routine. The CDSS discussed in this report combined the information entered into a smartphone application with clinical data in order to inform the physician of a patient's nutritional status and thus permit suitable and timely intervention. The initial results show that the smartphone application was well accepted by patients, who considered it useful, but not many oncological outpatients were willing to participate in the clinical study because they did not possess an Android phone or lacked smartphone expertise. Furthermore, the results indicate that patient-generated data could be employed to augment clinical data and calculate metrics such as the PG-SGA without excessive effort by using a secure intermediate location as the locus of data storage and processing.


Subject(s)
Cachexia/prevention & control , Decision Support Systems, Clinical/organization & administration , Expert Systems , Mobile Applications , Nutrition Assessment , Artificial Intelligence , Body Weight , Cachexia/etiology , Diet , Health Status , Humans , Information Systems/organization & administration , Medical Informatics , Neoplasms/complications , Nutritional Status , Programming Languages , Telemedicine , Triage
2.
PLoS One ; 12(1): e0169613, 2017.
Article in English | MEDLINE | ID: mdl-28085913

ABSTRACT

A randomized controlled trial was performed to compare the effects of a home-based physical and nutritional intervention program carried out by lay-volunteers to home visits with social support alone. Buddies visited 80 prefrail or frail older persons at home twice a week for 12 weeks. The physical training and nutrition group (PTN, n = 39) performed two sets of six strength exercises, discussed nutritional topics and received social support. The social support group (SoSu, n = 41) received home visits with social support only. In the PTN group, handgrip strength increased significantly by 2.4 kg (95% CI: 1.0-3.8). In the SoSu group we did not see a significant improvement. However, no significant between-group difference was found. Physical performance increased in both groups, although with a higher increase of 1.0 point (95% CI: 0.1-2.0) in the PTN group. In none of the groups muscle mass changed. Further results showed that frail individuals benefit more from the intervention than prefrail individuals (OR: 2.78; 95% CI: 1.01-7.66). Handgrip strength in the intervention group increased by a clinically relevant value and this effect is comparable to that obtained by health-care professionals. Therefore, home visits with a physical training and nutritional program could offer a new perspective in the care of community-dwelling prefrail and frail older persons.


Subject(s)
Early Intervention, Educational , Exercise Therapy/methods , Hand Strength/physiology , Home Care Services , Muscle Strength/physiology , Physical Education and Training/methods , Adult , Aged , Aged, 80 and over , Female , Frail Elderly , Geriatric Assessment , Humans , Male , Middle Aged , Nutritional Status , Quality of Life , Volunteers
3.
Qual Life Res ; 25(12): 3129-3138, 2016 12.
Article in English | MEDLINE | ID: mdl-27363692

ABSTRACT

PURPOSE: The aim of this study was to examine the associations between daily physical activity (DPA), handgrip strength, appendicular skeletal muscle mass (ASMM) and physical performance (balance, gait speed, chair stands) with quality of life in prefrail and frail community-dwelling older adults. METHODS: Prefrail and frail individuals were included, as determined by SHARE-FI. Quality of life (QoL) was measured with WHOQOL-BREF and WHOQOL-OLD, DPA with PASE, handgrip strength with a dynamometer, ASMM with bioelectrical impedance analysis and physical performance with the SPPB test. Linear regression models adjusted for sex and age were developed: In model 1, the associations between each independent variable and QoL were assessed separately; in model 2, all the independent variables were included simultaneously. RESULTS: Eighty-three participants with a mean age of 83 (SD: 8) years were analysed. Model 1: DPA (ß = 0.315), handgrip strength (ß = 0.292) and balance (ß = 0.178) were significantly associated with 'overall QoL'. Balance was related to the QoL domains of 'physical health' (ß = 0.371), 'psychological health' (ß = 0.236), 'environment' (ß = 0.253), 'autonomy' (ß = 0.276) and 'social participation' (ß = 0.518). Gait speed (ß = 0.381) and chair stands (ß = 0.282) were associated with 'social participation' only. ASMM was not related to QoL. Model 2: independent variables explained 'overall QoL' (R 2 = 0.309), 'physical health' (R 2 = 0.200), 'autonomy' (R 2 = 0.247) and 'social participation' (R 2 = 0.356), among which balance was the strongest indicator. CONCLUSION: ASMM did not play a role in the QoL context of the prefrail and frail older adults, whereas balance and DPA were relevant. These parameters were particularly associated with 'social participation' and 'autonomy'.


Subject(s)
Exercise/psychology , Hand Strength/physiology , Sickness Impact Profile , Aged, 80 and over , Cross-Sectional Studies , Female , Frail Elderly , Geriatric Assessment , Humans , Male , Residence Characteristics
4.
J Am Med Dir Assoc ; 17(7): 671.e9-671.e16, 2016 07 01.
Article in English | MEDLINE | ID: mdl-27346650

ABSTRACT

OBJECTIVES: The aim of this study was to examine the effects of a home-based and volunteer-administered physical training and nutritional intervention program compared with social support intervention on nutritional and frailty status in prefrail and frail community-dwelling older persons. DESIGN: This was a randomized controlled trial in which community-dwelling persons (mean age = 83 years) were recruited and randomly assigned to the physical training and nutritional intervention group (PTN, n = 39) and the social support group (SoSu, n = 41). The study was conducted by trained lay nonprofessionals. SETTING: The community-dwelling older persons in both groups were visited twice a week by trained nonprofessional volunteers (buddies) in Vienna, Austria. PARTICIPANTS: Eighty prefrail and frail adults aged 65 years or older. INTERVENTION: In the PTN group, both the buddies and older persons performed 6 strength exercises within a circuit training session and discussed nutrition-related aspects. The active control group (SoSu) had the opportunity to perform cognitive training in addition to the social contact. MEASUREMENTS: Outcome measures as nutritional (Mini Nutritional Assessment long form [MNA-LF]) and frailty status (Frailty Instrument for Primary Care of the Survey of Health, Ageing and Retirement in Europe [SHARE-FI]) were obtained at baseline and after 12 weeks. RESULTS: Significant improvements in the MNA-LF score (1.54 points, 95% confidence interval [CI] 0.51-2.56; P = .004) and the SHARE-FI score (-0.71 discrete factor score values, 95% CI -1.07, -0.35; P < .001) were observed in the PTN group after 12 weeks. In both groups, the prevalence of impaired nutritional status and frailty decreased significantly over time. The prevalence of impaired nutritional status decreased by 25% in the PTN group and by 23% in the SoSu group. Moreover, the prevalence of frailty decreased by 17% in the PTN group and by 16% in the SoSu group. The presence of impaired nutritional status at baseline was independently associated with greater changes in the nutritional (adjusted odds ratio [OR] 3.18, 95% CI 1.26-7.98; P = .014) and frailty status (adjusted OR 3.16, 95% CI 1.01-9.93; P = .049) after 12 weeks. CONCLUSION: The results indicate that a home-based physical training, nutritional, and social support intervention conducted by nonprofessionals is feasible and can help to tackle malnutrition and frailty in older persons living at home. Furthermore, social support alone also can result in improvement. In particular, older adults with impaired nutritional status at baseline can benefit more from the intervention. Such a home visit program might also have the potential to prevent future health risks and could allay isolation and loneliness.


Subject(s)
Frail Elderly , House Calls , Malnutrition/prevention & control , Nutrition Assessment , Social Support , Volunteers , Aged , Aged, 80 and over , Exercise Therapy , Female , Geriatric Assessment , Humans , Male , Program Evaluation
5.
Public Health Nutr ; 19(7): 1211-21, 2016 May.
Article in English | MEDLINE | ID: mdl-26411757

ABSTRACT

OBJECTIVE: To examine the weight-loss success associated with distinct dietary patterns and to determine changes of these dietary patterns during participation in a web-based weight-reduction programme. DESIGN: Factor analysis was used to identify the dietary patterns of twenty-two food groups that were administered in 14 d dietary protocols at baseline and after 3 months. Successful weight loss (≥5% of initial weight) and BMI were calculated. Logistic regression analyses were used to assess the rates of weight-loss success from each dietary pattern and changing or remaining in the initial dietary pattern. A generalised linear mixed model was used to estimate the effects of changing or staying in a dietary pattern on change in BMI. SUBJECTS: Adults (n 1635) aged 18-81 years. SETTING: Users of a web-based weight-reduction programme (2006-2012). RESULTS: Participants who aligned to a healthful dietary pattern at baseline (OR=1·8; 95% CI 1·5, 2·3) and after 3 months (OR=1·5; 95% CI 1·2, 1·9) had a greater chance of successfully losing weight. After adjusting for age, sex, initial dietary pattern and BMI, participants who started with or changed to the healthful dietary pattern had a greater chance of being successful (OR=1·4; 95% CI 1·1, 1·7) and a higher BMI reduction of 0·30 (95% CI 0·2, 0·5) kg/m(2) compared with those who started with or changed to the energy-dense or high-carbohydrate dietary pattern. CONCLUSIONS: A favourable healthful dietary pattern at the beginning and after 3 months was positively associated with anthropometry. However, successful weight loss was feasible in each dietary pattern.


Subject(s)
Diet, Healthy , Internet , Weight Reduction Programs/methods , Adolescent , Adult , Aged , Aged, 80 and over , Body Mass Index , Diet, Carbohydrate-Restricted , Energy Intake , Exercise , Female , Humans , Logistic Models , Male , Middle Aged , Prospective Studies , Weight Loss , Young Adult
6.
J Occup Environ Med ; 57(12): 1353-9, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26641834

ABSTRACT

OBJECTIVE: This investigation aims to determine cardiovascular disease risk profile in a cohort of employees. METHODS: In 704 participants, within the Special Institute for Preventive Cardiology And Nutrition health-check-program, body mass index, waist circumference, blood pressure (BP), lipids, glucose, and 10-year cardiovascular disease risk were assessed. RESULTS: Mean age was 37 (10) years (20% women) with 25.5 (3.9)  kg/m. A total of 38% demonstrated overweight, 44% abdominal obesity, 12% obesity, and 19% metabolic syndrome. We found a significant difference in increased BP versus diagnosed hypertension (47% vs. 14%; P < 0.001). Increasing age was a significant predictor of metabolic syndrome (odds ratio [95% confidence interval] = 1.08 [1.06 to 1.10]; P < 0.001). Ten percent had intermediate and 8% high cardiovascular disease risk. A total of 79% demonstrated at least one risk factor. CONCLUSIONS: We detected high prevalence of risk factors particularly increased BP and abdominal obesity. Workplace prevention programs should aim in initially identifying risk factors and subsequently improving lifestyle.


Subject(s)
Hypertension/epidemiology , Metabolic Syndrome/epidemiology , Occupational Diseases/epidemiology , Overweight/epidemiology , Adolescent , Adult , Age Factors , Austria/epidemiology , Female , Humans , Hypertension/diagnosis , Logistic Models , Male , Metabolic Syndrome/diagnosis , Middle Aged , Obesity/diagnosis , Obesity/epidemiology , Occupational Diseases/diagnosis , Occupational Health Services , Overweight/diagnosis , Prevalence , Retrospective Studies , Risk Assessment , Risk Factors , Sex Factors , Young Adult
7.
Trials ; 16: 328, 2015 Aug 05.
Article in English | MEDLINE | ID: mdl-26242295

ABSTRACT

BACKGROUND: Beyond its classical role in calcium homoeostasis and bone metabolism, vitamin D deficiency has been found to be associated with several diseases, including diabetes, non-alcoholic fatty liver disease, and even obesity itself. Importantly, there are limited data on therapeutic strategies for vitamin D deficiency in bariatric patients, and the procedure-specific guidelines may not be sufficient. To improve long-term outcomes, nutritional screening and appropriate supplementation to prevent nutrient deficiencies are urgently needed. Therefore, the aim of this study is to examine effects and safety of a forced dosing regimen of vitamin D versus conventional dose supplementation on vitamin D levels and other parameters in bariatric patients. METHODS/DESIGN: The study includes loading plus repeat dosing compared with repeated administration of vitamin D without a loading dose, according to guidelines, in a prospective, double-blind, randomized controlled trial. Up to a triple oral loading dose is given on day 1, then 2 and 4 weeks after surgery (100,000 IU dose each time), followed by an oral maintenance dose (3420 IU/day). The control group (n = 25) will receive placebo, followed by administration of a standard dose (3420 IU/day). We hypothesize that a significant increase in vitamin D levels will occur in patients in the treatment group (n = 25) by 24 weeks after surgery. Further measurements are aimed at evaluating changes in inflammation, bone turnover, insulin resistance, blood pressure, liver, mental health, and gut microbiota of patients undergoing omega-loop gastric bypass surgery. Furthermore, possible associations between concentrations of vitamin D, the involved enzymes, or vitamin D receptor in adipose and/or liver tissues will be determined. DISCUSSION: To our knowledge, this trial is the first of its kind with this type of vitamin D supplementation in bariatric patients. Its major strength is the design and implementation of evaluation of influencing factors such as liver function, bone health, inflammation, insulin resistance, blood pressure, symptoms of depression, or microbiota. This alternative vitamin D dosing regimen has the potential to be a safe, fast, evidence-based treatment of vitamin D deficiency in bariatric patients. Owing to the increasing number of bariatric patients, it is also of interest to elucidate the link between obesity and vitamin D. TRIAL REGISTRATION: ClinicalTrials.gov identifier: NCT02092376 . Registered on 17 March 2014.


Subject(s)
Cholecalciferol/administration & dosage , Dietary Supplements , Gastric Bypass/methods , Obesity/surgery , Vitamin D Deficiency/drug therapy , Administration, Oral , Biomarkers/blood , Cholecalciferol/adverse effects , Clinical Protocols , Dietary Supplements/adverse effects , Double-Blind Method , Drug Administration Schedule , Female , Gastric Bypass/adverse effects , Humans , Male , Obesity/diagnosis , Postoperative Care , Prospective Studies , Research Design , Time Factors , Treatment Outcome , Vitamin D/analogs & derivatives , Vitamin D/blood , Vitamin D Deficiency/blood , Vitamin D Deficiency/diagnosis
8.
Eur J Anaesthesiol ; 32(8): 543-8, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26066773

ABSTRACT

BACKGROUND: Stress related to surgery and critical illness depletes thiamine, essential in energy metabolism, and might result in high blood lactate concentrations and higher mortality. OBJECTIVES: We hypothesised that thiamine supplementation would increase blood concentration of thiamine and reduce blood lactate concentration postoperatively. Moreover, we aimed to identify the prevalence of, and risk factors for, high blood lactate concentrations. DESIGN: This was a double-blind, randomised controlled pilot study from February to July 2012 including 30 patients scheduled for cardiac surgery with cardiopulmonary bypass. INTERVENTIONS: Patients were assigned randomly to receive thiamine (300 mg in 0.9% Normal saline solution) or placebo (0.9% Normal saline) preoperatively. MAIN OUTCOME MEASURES: One arterial blood sample was taken preoperatively and another postoperatively to measure thiamine concentration, and multiple samples were taken during surgery and ICU stay to determine lactate concentrations. Twenty-four hour urine samples were collected to measure urinary thiamine concentration. Preoperatively, we assessed extracellular mass to body cell mass ratio (ECM/BCM). RESULTS: The mean (SD) age of the patients was 58 (12) years, 73% were overweight, 10% were malnourished and the prevalence of thiamine deficiency was 10%. Patients in the thiamine group had significantly higher blood thiamine concentrations 2 days postoperatively [805.2 ± 289.8 ng g(-1) haemoglobin (Hb)] than those in the placebo group (591.2 ± 100.7 ng g(-1) Hb, P < 0.01). The mean blood lactate concentration changed significantly over time, but did not differ significantly between the groups. Patients with ECM/BCM more than 1 had higher lactate concentrations on admission to ICU than those with ECM/BCM less than 1 (2.1 ± 0.7 vs. 1.7 ± 0.6, P = 0.09) and were at a significantly greater risk of having a higher lactate concentration on ICU admission [odds ratio (OR) 13.5, 95% confidence interval (95% CI) 1.0 to 179.4, P < 0.05]. On the basis of these results, a sample size calculation for a larger study has been facilitated. CONCLUSION: Thiamine supplementation caused normalisation of blood and urine concentrations postoperatively but without a significant reduction in lactate concentration or clinical outcome. Body composition played an important role in lactate formation. Further research focusing on preoperative screening and optimal treatment of high lactate concentrations in this specific population is warranted. TRIAL REGISTRATION: Clinicaltrials.gov identifier: NCT01524315.


Subject(s)
Cardiopulmonary Bypass/methods , Dietary Supplements , Lactic Acid/blood , Thiamine/administration & dosage , Adult , Aged , Double-Blind Method , Female , Humans , Infusions, Intravenous , Male , Middle Aged , Pilot Projects
9.
BMC Public Health ; 13: 1232, 2013 Dec 27.
Article in English | MEDLINE | ID: mdl-24369785

ABSTRACT

BACKGROUND: In elderly persons frailty and malnutrition are very common and can lead to serious health hazards such as increased mortality, morbidity, dependency, institutionalization and a reduced quality of life. In Austria, the prevalence of frailty and malnutrition are increasing steadily and are becoming a challenge for our social system. Physical training and adequate nutrition may improve this situation. METHODS/DESIGN: In this randomized controlled trial, 80 malnourished frail community-dwelling patients (≥ 65 years) hospitalized at wards for internal medicine are recruited. Additionally, 80 lay volunteers (≥ 50 years), named buddies are recruited and subsequently trained regarding health enhancing physical activity and nutrition in four standardized training sessions. These buddies visit the malnourished frail persons at home twice a week for about one hour during an initial period of 10-12 weeks. While participants allocated to the intervention group (n = 40) receive intervention to improve their fluid intake, protein and energy intake, perform strength training and try to increase their baseline activities, the control group (n = 40) only gets home visits without any intervention. After 10-12 weeks, both, the intervention and the control group, receive the nutritional intervention and the physical training. Health, nutritional and frailty status, physical fitness, body composition and chronic inflammation of buddies and frail persons are recorded before the intervention, after 10-12 weeks, 6 and 12 months. DISCUSSION: To your knowledge this trial is the first of its kind to provide nutritional and physical activity interventions to malnourished frail community-dwelling persons by trained lay buddies, in which an improvement of the frail persons' and the buddies' health status is measured. This study assesses the efficacy of such an intervention and may offer new perspectives for the management of frailty and malnutrition. TRIAL REGISTRATION: [corrected] ClinicalTrials.gov, NCT01991639.


Subject(s)
Frail Elderly , Health Services for the Aged , Malnutrition/therapy , Physical Education and Training/methods , Aged , Austria , Diet/methods , Feeding Behavior , Geriatric Assessment/methods , Humans , Independent Living , Resistance Training/methods
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