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"Geriatric Assessment - statistics "
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NMD-12: A new machine-learning derived screening instrument to detect mild cognitive impairment and dementia
2019
Using machine learning techniques, we developed a brief questionnaire to aid neurologists and neuropsychologists in the screening of mild cognitive impairment (MCI) and dementia.
With the reduction of the survey size as a goal of this research, feature selection based on information gain was performed to rank the contribution of the 45 items corresponding to patient responses to the specified questions. The most important items were used to build the optimal screening model based on the accuracy, practicality, and interpretability. The diagnostic accuracy for discriminating normal cognition (NC), MCI, very mild dementia (VMD) and dementia was validated in the test group.
The screening model (NMD-12) was constructed with the 12 items that were ranked the highest in feature selection. The receiver-operator characteristic (ROC) analysis showed that the area under the curve (AUC) in the test group was 0.94 for discriminating NC vs. MCI, 0.88 for MCI vs. VMD, 0.97 for MCI vs. dementia, and 0.96 for VMD vs. dementia, respectively.
The NMD-12 model has been developed and validated in this study. It provides healthcare professionals with a simple and practical screening tool which accurately differentiates NC, MCI, VMD, and dementia.
Journal Article
Effects of Monitoring Frailty Through a Mobile/Web-Based Application and a Sensor Kit to Prevent Functional Decline in Frail and Prefrail Older Adults: FACET (Frailty Care and Well Function) Pilot Randomized Controlled Trial
by
Oviedo-Briones, Myriam
,
Rodríguez-Mañas, Leocadio
,
Pérez-Rodríguez, Rodrigo
in
Aged
,
Aged, 80 and over
,
E-health
2024
Frailty represents a state of susceptibility to stressors and constitutes a dynamic process. Untreated, this state can progress to disability. Hence, timely detection of alterations in patients' frailty status is imperative to institute prompt clinical interventions and impede frailty progression. With this aim, the FACET (Frailty Care and Well Function) technological ecosystem was developed to provide clinically gathered data from the home to a medical team for early intervention.
The aim of this study was to assess whether the FACET technological ecosystem prevents frailty progression and improves frailty status, according to the frailty phenotype criteria and Frailty Trait Scale-5 items (FTS-5) at 3 and 6 months of follow-up.
This randomized clinical trial involved 90 older adults aged ≥70 years meeting 2 or more Fried frailty phenotype criteria, having 4 or more comorbidities, and having supervision at home. This study was conducted between August 2018 and June 2019 at the geriatrics outpatient clinics in Getafe University Hospital and Albacete University Hospital. Participants were randomized into a control group receiving standard treatment and the intervention group receiving standard treatment along with the FACET home monitoring system. The system monitored functional tests at home (gait speed, chair stand test, frailty status, and weight). Outcomes were assessed using multivariate linear regression models for continuous response and multivariate logistic models for dichotomous response. P values less than .05 were considered statistically significant.
The mean age of the participants was 82.33 years, with 28% (25/90) being males. Participants allocated to the intervention group showed a 74% reduction in the risk of deterioration in the FTS-5 score (P=.04) and 92% lower likelihood of worsening by 1 point according to Fried frailty phenotype criteria compared to the control group (P=.02) at 6 months of follow-up. Frailty status, when assessed through FTS-5, improved in the intervention group at 3 months (P=.004) and 6 months (P=.047), while when the frailty phenotype criteria were used, benefits were shown at 3 months of follow-up (P=.03) but not at 6 months.
The FACET technological ecosystem helps in the early identification of changes in the functional status of prefrail and frail older adults, facilitating prompt clinical interventions, thereby improving health outcomes in terms of frailty and functional status and potentially preventing disability and dependency.
ClinicalTrials.gov NCT03707145; https://clinicaltrials.gov/study/NCT03707145.
Journal Article
Maintenance cognitive stimulation therapy for dementia: single-blind, multicentre, pragmatic randomised controlled trial
by
Woods, Robert T.
,
Orrell, Martin
,
Knapp, Martin
in
Acetylcholinesterase
,
Activities of daily living
,
Activities of Daily Living - psychology
2014
There is good evidence for the benefits of short-term cognitive stimulation therapy for dementia but little is known about possible long-term effects.
To evaluate the effectiveness of maintenance cognitive stimulation therapy (CST) for people with dementia in a single-blind, pragmatic randomised controlled trial including a substudy with participants taking acetylcholinesterase inhibitors (AChEIs).
The participants were 236 people with dementia from 9 care homes and 9 community services. Prior to randomisation all participants received the 7-week, 14-session CST programme. The intervention group received the weekly maintenance CST group programme for 24 weeks. The control group received usual care. Primary outcomes were cognition and quality of life (clinical trial registration: ISRCTN26286067).
For the intervention group at the 6-month primary end-point there were significant benefits for self-rated quality of life (Quality of Life in Alzheimer's Disease (QoL-AD) P = 0.03). At 3 months there were improvements for proxy-rated quality of life (QoL-AD P = 0.01, Dementia Quality of Life scale (DEMQOL) P = 0.03) and activities of daily living (P = 0.04). The intervention subgroup taking AChEIs showed cognitive benefits (on the Mini-Mental State Examination) at 3 (P = 0.03) and 6 months (P = 0.03).
Continuing CST improves quality of life; and improves cognition for those taking AChEIs.
Journal Article
Multiple approaches to associations of physical activity and adherence to the Mediterranean diet with all-cause mortality in older adults: the PREvención con DIeta MEDiterránea study
2019
PurposeAlthough evidence indicates that both physical activity and adherence to the Mediterranean diet (MedDiet) reduce the risk of all-cause mortality, a little is known about optimal intensities of physical activity and their combined effect with MedDiet in older adults. We assessed the separate and combined associations of leisure-time physical activity (LTPA) and MedDiet adherence with all-cause mortality.MethodsWe prospectively studied 7356 older adults (67 ± 6.2 years) at high vascular risk from the PREvención con DIeta MEDiterránea study. At baseline and yearly thereafter, adherence to the MedDiet and LTPA were measured using validated questionnaires.ResultsAfter 6.8 years of follow-up, we documented 498 deaths. Adherence to the MedDiet and total, light, and moderate-to-vigorous LTPA were inversely associated with all-cause mortality (p < 0.01 for all) in multiple adjusted Cox regression models. The adjusted hazard of all-cause mortality was 73% lower (hazard ratio 0.27, 95% confidence interval 0.19–0.38, p < 0.001) for the combined category of highest adherence to the MedDiet (3rd tertile) and highest total LTPA (3rd tertile) compared to lowest adherence to the MedDiet (1st tertile) and lowest total LTPA (1st tertile). Reductions in mortality risk did not meaningfully differ between total, light intensity, and moderate-to-vigorous LTPA.ConclusionsWe found that higher levels of LTPA, regardless of intensity (total, light and moderate-to-vigorous), and greater adherence to the MedDiet were associated separately and jointly with lower all-cause mortality. The finding that light LTPA was inversely associated with mortality is relevant because this level of intensity is a feasible option for older adults.
Journal Article
Sertraline for the Treatment of Depression in Alzheimer Disease: Week-24 Outcomes
by
Martin, Barbara K.
,
Frangakis, Constantine
,
Porsteinsson, Anton P.
in
Activities of Daily Living
,
Aged
,
Alzheimer disease
2010
Depression and antidepressant use are common in Alzheimer disease (AD), but the effect of antidepressant treatment for depression on longer term outcomes is unknown. The authors report the Week-24 outcomes of patients who participated in a 12-week efficacy study of sertraline for depression of AD.
One hundred thirty-one participants (sertraline = 67, placebo = 64) with mild-moderate AD and depression participated in the study. Patients who showed improvement on the modified Alzheimer's Disease Cooperative Study Clinical Global Impression-Change (mADCS-CGIC) after 12 weeks of randomized treatment with sertraline or placebo continued double-blinded treatment for an additional 12 weeks. Depression response and remission at 24 weeks were based on mADCS-CGIC score and change in Cornell Scale for Depression in Dementia (CSDD) score. Secondary outcome measures included time to remission, nonmood neuropsychiatric symptoms, global cognition, function, and quality of life.
One hundred seventeen (89.3%) participants completed all study assessments and 74 (56.5%; sertraline = 38, placebo = 36) completed all 24 weeks on randomized treatment. By 24 weeks, there were no between-group differences in depression response (sertraline = 44.8%, placebo = 35.9%; odds ratio [95% CI] = 1.23 [0.64–2.35]), change in CSDD score (median difference = 0.6 [95% CI: −2.26 to 3.46], χ2 [df = 2] = 1.03), remission rates (sertraline = 32.8%, placebo = 21.8%; odds ratio [95% CI] = 1.61 [0.70–3.68]), or secondary outcomes. Common selective serotonin reuptake inhibitor-associated adverse events, specifically diarrhea, dizziness, and dry mouth, and pulmonary serious adverse events were more frequent in sertraline-randomized patients than in placebo subjects.
Sertraline treatment is not associated with delayed improvement between 12 and 24 weeks of treatment and may not be indicated for the treatment of depression of AD.
Journal Article
Dairy products intake and the risk of incident cataracts surgery in an elderly Mediterranean population: results from the PREDIMED study
by
Martínez-González, Miguel A
,
Toledo, Estefanía
,
Gómez-Gracia, Enrique
in
Cardiovascular diseases
,
Cataracts
,
Cheese
2019
ProposalThe aim of this study was to examine the association between the consumption of total and specific types of dairy products and the risk of incident cataracts in an elderly Mediterranean population at high cardiovascular risk.MethodsWe prospectively analyzed 5860 subjects from the PREvención con DIeta MEDiterránea (PREDIMED) Study. The time to cataract surgery was calculated as the time between recruitment and the date of the surgery, last visit of the follow-up, date of death, or until the end of the study. Dairy products intake was assessed using validated food frequency questionnaires. We used Cox proportional hazard regression to assess the risk of cataract surgery according to average dietary energy-adjusted total dairy products, milk, yogurt and cheese consumption.ResultsWe documented a total of 768 new cataract events after a median of 5.6 years of follow-up. Subjects in the second [hazard ratio (HR) 0.62; 95% CI 0.52, 0.74] and third tertile (HR: 0.71; 95% CI 0.60, 0.85) of skimmed yogurt intake had a significantly lower risk of cataracts after adjusting for potential confounders. No significant associations were observed for total dairy products, whole and skimmed milk, whole yogurt and cheese consumption.ConclusionThe intake of skimmed yogurt was associated with a reduced risk of cataracts in an elderly Mediterranean population with high cardiovascular risk. No significant associations were observed for other type of dairy product.Clinical Trial registrationInternational Standard Randomized Controlled Trial Number (ISRCTN): 35739639. Registration date: 5 October 2005.
Journal Article
Acute care of severely frail elderly patients in a CGA-unit is associated with less functional decline than conventional acute care
by
Karlson, Björn
,
Johansson, Maria
,
Husberg, Magnus
in
Activities of Daily Living
,
acute care
,
Aged
2017
A high percentage of individuals treated in specialized acute care wards are frail and elderly. Our aim was to study whether the acute care of such patients in a comprehensive geriatric assessment (CGA) unit is superior to care in a conventional acute medical care unit when it comes to activities of daily living (ADLs), frailty, and use of municipal help services.
A clinical, prospective, controlled trial with two parallel groups was conducted in a large county hospital in West Sweden and included 408 frail elderly patients, age 75 or older (mean age 85.7 years; 56% female). Patients were assigned to the intervention group (n=206) or control group (n=202). Primary outcome was decline in functional activity ADLs assessed by the ADL Staircase 3 months after discharge from hospital. Secondary outcomes were degree of frailty and use of municipal help services.
After adjustment by regression analyses, treatment in a CGA unit was independently associated with lower risk of decline in ADLs [odds ratio (OR) 0.093; 95% confidence interval (CI) 0.052-0.164;
<0.0001], and with a less prevalent increase in the degree of frailty (OR 0.229; 95% CI 0.131-0.400;
<0.0001). When ADLs were classified into three strata (independence, instrumental ADL-dependence, and personal ADL-dependence), changes to a more dependence-associated stratum were less prevalent in the intervention group (OR 0.194; 95% CI 0.085-0.444;
=0.0001). There was no significant difference between the groups in increased use of municipal help services (OR 0.682; 95% CI 0.395-1.178;
=0.170).
Acute care of frail elderly patients in a CGA unit was independently associated with lesser loss of functional ability and lesser increase in frailty after 3 months.
Journal Article
Mobile Geriatric Teams – A Cost-Effective Way Of Improving Patient Safety And Reducing Traditional Healthcare Utilization Among The Frail Elderly? A Randomized Controlled Trial
2019
Demographic changes combined with costly technological progress put a financial strain on the healthcare sector in the industrialized world. Hence, there is a constant need to develop new cost-effective treatment procedures in order to optimize the use of available resources. As a response, the concept of a Mobile Geriatric Team (MGT) has emerged not only nationally but also internationally during the last decade; however, scientific evaluation of this initiative has been very scarce. Thus, the objective of this study was to perform a mixed methods analysis, including a prospective, controlled and randomized quantitative evaluation, in combination with an interview-based qualitative assessment, to measure the effectiveness and user satisfaction of MGT.
Community-dwelling, frail elderly people were randomized to an intervention group (n=31, mean age 84) and a control group (n=31, mean age 86). A two-year retrospective quantitative data collection and a prospective one-year follow-up on healthcare utilization were combined with qualitative interviews. Non-parametric statistics and difference-in-difference (DiD) analyses were applied to the quantitative data. Qualitative data were analyzed using content analysis.
No significant group differences in healthcare utilization were found before inclusion. Post intervention, primary care contact (including MGTs) increased for the MGT group. Inpatient care decreased dramatically for both groups. Hence, the increase in primary care contact for MGT patients was not accompanied by a reduction in inpatient care compared to the control group. Utilization of non-primary care was lower (p< 0.01) post-intervention in both groups.
There appears to be a \"natural\" variation in healthcare needs over time among frail elderly people. Hence, it is vital to perform open, controlled clinical studies in tandem with the implementation of new caregiving strategies. The MGT initiative was clearly appreciated but did not fully achieve the desired reduction in healthcare utilization in this study.
Retrospectively registered 09/10/2018, ClinicalTrials.gov ID NCT03662945.
Journal Article
Evaluation of a frailty index based on a comprehensive geriatric assessment in a population based study of elderly Canadians
2005
Objectives were to develop a frailty index (FI) based on a standard comprehensive geriatric assessment (CGA) derived from a clinical examination; to assess the validity of the FI-CGA and to compare its precision with other frailty measures.
Secondary analysis of a prospective cohort study, with five-year follow-up data.
Second phase of the Canadian Study of Health and Aging (CSHA-2); clinical examinations were performed in clinics, nursing homes, and patients' homes.
People selected (as either cognitively impaired cases or unimpaired controls) to receive the CSHA-2 clinical examination (n = 2305; women = 1431).
Clinical and performance-based measures and diagnostic data were extracted to correspond to the 10 impairment domains and the single comorbidity domain of a CGA. The proportion of deficits accumulated in each domain was calculated to yield the FI-CGA. The FI-CGA was validated and its predictive ability compared with other frailty measures.
Within the seven grades of fitness/frailty identified, subjects with greater frailty were older, less educated, and more likely to be women. The FI-CGA correlated highly with a previously validated, empirically-derived frailty index (r = 0.76). Frailty was associated with higher risk of death (for each increment in frailty, the hazard ratio, adjusted for age, sex and education, was 1.23 (95% CI 1.18-1.29) and institutionalization (HR 1.20; 1.10-1.32).
In a population survey, the FI-CGA is a valid means of quantifying frailty from routinely collected data.
Journal Article
Evaluation of Falls Risk in Community-Dwelling Older Adults Using Body-Worn Sensors
by
Greene, Barry R.
,
Walsh, Cathal
,
Doheny, Emer P.
in
Accidental Falls - prevention & control
,
Adults
,
Aged
2012
Background: Falls are the most common cause of injury and hospitalization and one of the principal causes of death and disability in older adults worldwide. This study aimed to determine if a method based on body-worn sensor data can prospectively predict falls in community-dwelling older adults, and to compare its falls prediction performance to two standard methods on the same data set. Methods: Data were acquired using body-worn sensors, mounted on the left and right shanks, from 226 community-dwelling older adults (mean age 71.5 ± 6.7 years, 164 female) to quantify gait and lower limb movement while performing the ‘Timed Up and Go’ (TUG) test in a geriatric research clinic. Participants were contacted by telephone 2 years following their initial assessment to determine if they had fallen. These outcome data were used to create statistical models to predict falls. Results: Results obtained through cross-validation yielded a mean classification accuracy of 79.69% (mean 95% CI: 77.09–82.34) in prospectively identifying participants that fell during the follow-up period. Results were significantly (p < 0.0001) more accurate than those obtained for falls risk estimation using two standard measures of falls risk (manually timed TUG and the Berg balance score, which yielded mean classification accuracies of 59.43% (95% CI: 58.07–60.84) and 64.30% (95% CI: 62.56–66.09), respectively). Conclusion: Results suggest that the quantification of movement during the TUG test using body-worn sensors could lead to a robust method for assessing future falls risk.
Journal Article