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Nutritional Interventions in Older, Frail Persons with Heart Failure-A Systematic Narrative Review. 年老体弱的心力衰竭患者的营养干预--系统叙述性综述。
JAR life Pub Date : 2024-11-05 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.15
K Belqaid, G F Irving, N Waldréus
{"title":"Nutritional Interventions in Older, Frail Persons with Heart Failure-A Systematic Narrative Review.","authors":"K Belqaid, G F Irving, N Waldréus","doi":"10.14283/jarlife.2024.15","DOIUrl":"https://doi.org/10.14283/jarlife.2024.15","url":null,"abstract":"<p><p>Frailty is a clinical condition common among older persons with heart failure (HF) and has been associated with an increased risk of adverse outcomes such as falls, disability, long-term care, and death. Malnutrition in terms of weight loss and sarcopenia is closely related to frailty. This review summarises nutritional interventions to improve components of frailty in older persons with HF. The online databases of Medline, Embase, Web of Science and Cinahl were searched in 2022 to identify studies of nutritional interventions among older persons with HF with outcomes related to frailty (e.g., body composition or functional measures). The records were screened, and eligible articles identified. In addition, reference lists of eligible articles and of four previously published reviews regarding HF and nutrition were screened. Eight articles were included in the review, of which seven were controlled trials and one was a feasibility study. Nutritional interventions included: vitamin D supplementation (n =2), protein supplementation (n =3), enteral nutrition (EN) or oral nutritional supplements (ONS) (n =2), or a low carbohydrate diet (n =1). The studies using protein supplementation, ONS or EN reported improvements on functional measures or body composition. Furthermore, the results from this review add to the evidence of the importance of combining nutritional support with physical activity to improve muscle mass and functional outcomes among older persons with HF.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"99-107"},"PeriodicalIF":0.0,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11549435/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142633910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Sedentary Behaviour and Fall-related Injuries in Aging Adults: Results from the Canadian Longitudinal Study on Aging (CLSA). 老年人的久坐行为与跌倒相关伤害:加拿大老龄化纵向研究(CLSA)的结果。
JAR life Pub Date : 2024-07-17 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.14
M Gallibois, C Hennah, M Sénéchal, M F Fuentes Diaz, B Leadbetter, D R Bouchard
{"title":"Sedentary Behaviour and Fall-related Injuries in Aging Adults: Results from the Canadian Longitudinal Study on Aging (CLSA).","authors":"M Gallibois, C Hennah, M Sénéchal, M F Fuentes Diaz, B Leadbetter, D R Bouchard","doi":"10.14283/jarlife.2024.14","DOIUrl":"10.14283/jarlife.2024.14","url":null,"abstract":"<p><strong>Background: </strong>Falls, and more specifically, fall-related injuries, are costly to the healthcare system and can harm one's autonomy.</p><p><strong>Objectives: </strong>To study the impact of sedentary behaviour associated with fall-related injuries and how a change in sedentary behaviour may impact the risk of a fall-related injury.</p><p><strong>Design: </strong>From baseline to the first follow-up, cross-sectional and longitudinal data analysis from the Canadian Longitudinal Study of Aging (CLSA) cohort.</p><p><strong>Participants: </strong>CLSA data from 43,558 Canadians aged 45-85 were included in this study.</p><p><strong>Measurements: </strong>At baseline and follow-up, sedentary behaviour time was categorized as low (<1,080 minutes/week), moderate (1,080-1,440), or high (>1,440). Sedentary behaviour was estimated via the Physical Activity Scale for the Elderly (PASE). At follow-up, participants were dichotomized as either increased or decreased/no change in sedentary behaviour according to their categorical change between time points.</p><p><strong>Results: </strong>Sedentary behaviour was associated with fall-related injuries independently of age, sex, number of chronic conditions, and total physical activity levels OR (95%CI) 1.10 (1.05-1.15). In contrast, a change in sedentary behaviour was not associated with the risk of fall-related injury 1.00 (0.92-1.01).</p><p><strong>Conclusion: </strong>A higher level of sedentary behaviour is associated with injurious falls for people between 40 and 80 years old. However, a short-term change in sedentary behaviour does not influence the risk of injury-related falls. Despite the results, a more precise measure of sedentary behaviour is needed for epidemiology studies to capture changes over time better.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"93-98"},"PeriodicalIF":0.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11258374/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141735896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of Modifiable Lifestyle Factors on Biological Aging. 可改变的生活方式因素对生物老化的影响。
JAR life Pub Date : 2024-06-05 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.13
W-H Lu
{"title":"Effect of Modifiable Lifestyle Factors on Biological Aging.","authors":"W-H Lu","doi":"10.14283/jarlife.2024.13","DOIUrl":"10.14283/jarlife.2024.13","url":null,"abstract":"<p><p>Biological age is a concept that uses bio-physiological parameters to account for individual heterogeneity in the biological processes driving aging and aims to enhance the prediction of age-related clinical conditions compared to chronological age. Although engaging in healthy lifestyle behaviors has been linked to a lower mortality risk and a reduced incidence of chronic diseases, it remains unclear to what extent these health benefits result from slowing the pace of the biological aging process. This short review summarized how modifiable lifestyle factors - including diet, physical activity, smoking, alcohol consumption, and the aggregate of multiple healthy behaviors - were associated with established estimates of biological age based on clinical or cellular/molecular markers, including Klemera-Doubal Method biological age, homeostatic dysregulation, phenotypic age, DNA methylation age, and telomere length. In brief, the available studies tend to show a consistent association of lifestyle factors with physiological measures of biological age, while findings regarding molecular-based metrics vary. The limited evidence highlights the need for further research in this field, particularly with a life-course approach.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"88-92"},"PeriodicalIF":0.0,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11161669/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141297496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Metabolic Syndrome and Positive Frailty Screening: A Cross-Sectional Study with Community-Dwelling Older Adults. 代谢综合征与虚弱筛查阳性:社区老年人横断面研究》。
JAR life Pub Date : 2024-05-27 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.12
M C B de Souza, G da Silva Rocha, E de Souza Sampaio, P C de Oliveira Garcia Rodrigues, R A Vieira, A F Souza Gomes, T R Pereira de Brito
{"title":"Metabolic Syndrome and Positive Frailty Screening: A Cross-Sectional Study with Community-Dwelling Older Adults.","authors":"M C B de Souza, G da Silva Rocha, E de Souza Sampaio, P C de Oliveira Garcia Rodrigues, R A Vieira, A F Souza Gomes, T R Pereira de Brito","doi":"10.14283/jarlife.2024.12","DOIUrl":"10.14283/jarlife.2024.12","url":null,"abstract":"<p><strong>Background: </strong>Metabolic Syndrome is a set of disorders that characterized by the association of three or more risk factors, like the obesity central, dyslipidemia, borderline blood pressure, hyperglycemia, and the increase of triglycerides. However, these factors also can be associated with pathophysiology of frailty.</p><p><strong>Objectives: </strong>verifying whether the metabolic syndrome is associated to the positive frailty screening in the older people.</p><p><strong>Design: </strong>Cross-sectional study. Participants: 443 older people living in Rio Branco, Brazil.</p><p><strong>Setting: </strong>Data collection was carried out in two stages: a personal interview and blood collection.</p><p><strong>Measurements: </strong>The diagnosis of metabolic syndrome was based on the criteria of the Third Report of the National Cholesterol Education Program Expert Panel on Detection, Evaluation and Treatment of High Blood Cholesterol in Adults. The frailty screening was performed using subjective questions validated in a previous study. Descriptive statistics and multinomial logistic regression were used for data analyses.</p><p><strong>Results: </strong>There was a predominance of female older people (69.07%), aged between 60 and 79 years (87.13%), with an income greater than or equal to one minimum wage (72.09%), no cognitive decline (75.94%) and depressive symptoms (63.31%), independent for BADL (86.46%) and dependent for IADL (51.69%). From the total sample, 56.88% of the older people were identified as frail, 34.09% pre-frail and 9.03% non frail. The prevalence of metabolic syndrome was 51.69%. After adjusting by the independent variables, an association between metabolic syndrome and pre-frailty was observed, and older people with metabolic syndrome were more likely to be prefrail (RRR=2.36; 95%CI=1.08-5.18).</p><p><strong>Conclusion: </strong>The metabolic syndrome was associated to the increase chance of screening for prefrailty in the older people evaluated, which reinforces the needy to establish preventive measures in relation to the metabolic syndrome to avoid frailty in the older people.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"82-87"},"PeriodicalIF":0.0,"publicationDate":"2024-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11137116/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141180185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does Nutritional Supplementation Have a Disease-Modifying Effect on the Alzheimer's Disease Neurodegenerative Process? 营养补充剂对阿尔茨海默病的神经退行性过程有疾病调节作用吗?
JAR life Pub Date : 2024-05-22 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.10
K V Giudici
{"title":"Does Nutritional Supplementation Have a Disease-Modifying Effect on the Alzheimer's Disease Neurodegenerative Process?","authors":"K V Giudici","doi":"10.14283/jarlife.2024.10","DOIUrl":"10.14283/jarlife.2024.10","url":null,"abstract":"<p><p>Because nutrition is one of the main factors related to Alzheimer's disease (AD), questions arise about how taking nutrients as supplements can affect its pathophysiological process. In the present study, an overview of the potential effects of nutritional supplementation on the main biomarkers related to the AD pathophysiology (i.e., amyloid-β and tau) is explored. Trials testing the supplementation of single or combined nutrients versus placebo identified effects on some AD biomarkers, but changes were not always accompanied by positive effects on cognitive function. Differences in characteristics of studied populations (cognitive status, age, educational level), choice of nutrient combinations and doses, duration of intervention, and adjustments for potential confounders are some factors that may explain discrepancies in findings.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"73-76"},"PeriodicalIF":0.0,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11129676/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141158921","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does Physical Exercise Modify the Pathophysiology of Alzheimer's Disease in Older Persons? 体育锻炼会改变老年人阿尔茨海默病的病理生理学吗?
JAR life Pub Date : 2024-05-22 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.11
J Raffin
{"title":"Does Physical Exercise Modify the Pathophysiology of Alzheimer's Disease in Older Persons?","authors":"J Raffin","doi":"10.14283/jarlife.2024.11","DOIUrl":"10.14283/jarlife.2024.11","url":null,"abstract":"<p><p>Physical exercise is well known for its benefits on brain health. However, the mechanisms through which these benefits occur remain discussed, especially in the context of cognitive conditions such as Alzheimer's disease. The present short review summarizes the findings of interventional studies that examined the effects of exercise training on the specific and non-specific biomarkers of Alzheimer's disease. Controlled exercise intervention studies published in the English language were selected if they assessed the effects of a physical exercise intervention of at least 2 weeks in middle-aged or older adults on one of the following biomarkers measured either in the brain, the cerebrospinal fluid or the blood: beta-amyloid, tau, neurofilament light chain, and glial fibrillary acidic protein. Overall, there was no strong evidence of significant effects of exercise interventions on any of the selected biomarkers. However, in specific populations, such as women with obesity, pre-diabetes, or depression, favorable changes in blood beta-amyloid concentrations were reported. Further benefits on cerebrospinal fluid beta-amyloid were also demonstrated in <i>APOE-ε4</i> allele carriers with Alzheimer's disease. In conclusion, the current evidence suggests that physical exercise does not modulate the pathophysiology of Alzheimer's disease in the overall population of middle-aged and older adults. Nonetheless, some specific populations, such as women with metabolic disorders and Alzheimer's disease patients with <i>APOE-ε4</i> genotype, seem to be favorably affected. Further studies, including long follow-ups, large sample sizes, and concomitantly assessing the effects of other factors such as sedentary behavior and diet, are required to bring further evidence to the field.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"77-81"},"PeriodicalIF":0.0,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11129780/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141158922","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cognitive Interventions: Symptomatic or Disease-Modifying Treatments in the Brain? 认知干预:大脑中的症状治疗还是疾病修饰治疗?
JAR life Pub Date : 2024-05-22 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.8
F Bellelli
{"title":"Cognitive Interventions: Symptomatic or Disease-Modifying Treatments in the Brain?","authors":"F Bellelli","doi":"10.14283/jarlife.2024.8","DOIUrl":"10.14283/jarlife.2024.8","url":null,"abstract":"<p><p>Recent findings suggest that brain-stimulating activities may have beneficial effects on both Mild Cognitive Impairment (MCI) and Alzheimer's Disease (AD). However, whether cognitive interventions merely enhance cognitive reserve or truly attenuate, or even reverse, the disease's pathophysiology is still controversial. The aim of the present article is to discuss the potential for brain-stimulating activities, including cognitive stimulation (CS), cognitive rehabilitation (CR), and cognitive training (CT), to be symptomatic or disease-modifying interventions in the context of cognitive decline. While emerging evidence indicates that CT can enhance synaptic plasticity, suggesting a potential role in augmenting cognitive reserve, its impact on AD pathology remains uncertain. Small-scale studies suggest that CT and CS may slow down neurodegeneration in MCI patients and that multidomain interventions combining physical activity with CT may benefit Aβ pathology. However, the considerable heterogeneity across studies limits the comparability of findings. It underscores the necessity for a more standardized approach to cognitive interventions in future guidelines for preventing and managing cognitive decline.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"60-64"},"PeriodicalIF":0.0,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11130643/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141163081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of Multidomain Interventions on Sarcopenia. 多领域干预对 "肌肉疏松症 "的影响
JAR life Pub Date : 2024-05-22 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.9
M Nunes-Pinto, R G Bandeira de Mello
{"title":"Effects of Multidomain Interventions on Sarcopenia.","authors":"M Nunes-Pinto, R G Bandeira de Mello","doi":"10.14283/jarlife.2024.9","DOIUrl":"10.14283/jarlife.2024.9","url":null,"abstract":"<p><p>Sarcopenia, a complex muscular condition driven by multi-systemic dysregulation and its interactions with lifestyle, physical attributes, and mental health, lacks effective drug treatments, relying primarily on non-pharmacological interventions. Fragmented approaches may prove suboptimal due to its complexity, underscoring the potential for multidomain interventions-a combination of two or more strategies to improve individual health-as a promising treatment option. This review examines the possible roles of multidomain interventions in sarcopenia, specifically addressing their effects on muscle mass and quality, muscle strength, and physical performance in older adults. While the updated literature highlights the beneficial consequences of multidomain interventions in enhancing physical performance outcomes, gaps persist in understanding their influence on the biological aspects of sarcopenia. Promising initial findings suggest changes in plasma inflammatory markers or muscle turnover networks, but further research is necessary to clarify the disease-modifying effects of multidomain intervention in sarcopenic patients.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"65-72"},"PeriodicalIF":0.0,"publicationDate":"2024-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11130642/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141163082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Medical-Grade Honey Is a Versatile Wound Care Product for the Elderly. 医用级蜂蜜是一种适用于老年人的多功能伤口护理产品。
JAR life Pub Date : 2024-05-17 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.7
D Chrysostomou, A Pokorná, N A J Cremers, L J F Peters
{"title":"Medical-Grade Honey Is a Versatile Wound Care Product for the Elderly.","authors":"D Chrysostomou, A Pokorná, N A J Cremers, L J F Peters","doi":"10.14283/jarlife.2024.7","DOIUrl":"10.14283/jarlife.2024.7","url":null,"abstract":"<p><strong>Introduction: </strong>Ageing of the global population has led to an increase in the demand for the treatment of wounds, especially considering the challenges of managing wounds in the elderly. Therefore, more effective treatment strategies need to be explored. In this article, we aimed to compare medical-grade honey (MGH) products with other wound care products and to provide guidelines on using MGH in wounds commonly found in the elderly.</p><p><strong>Methods: </strong>Based on literature research and expert opinion, an overview of commonly used wound care products and their wound healing characteristics is provided. In addition, literature-based classification of wounds in the elderly and the recommendations for treatments are provided.</p><p><strong>Results: </strong>Frequently used wound care products include povidone-iodine, enzymatic products, absorbing dressings, larvae, silver dressings, and MGH dressings. Supported by systematic reviews and meta-analyses, MGH dressings were identified as the most potent and all-round wound care product compared to the others. Next, we provided basic guidelines for managing the most common wounds in the elderly, both acute and chronic, and specified how and which MGH products can be used in these wounds.</p><p><strong>Conclusion: </strong>MGH is a widely applicable, safe, easy-to-use, and cost-effective product to manage wounds in the elderly. In case of doubt, refer to a trained wound care specialist who can support the treatment of difficult-to-heal wounds.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"51-59"},"PeriodicalIF":0.0,"publicationDate":"2024-05-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11106090/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141077374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Machine Learning-Based Prediction Models for Cognitive Decline Progression: A Comparative Study in Multilingual Settings Using Speech Analysis. 基于机器学习的认知能力衰退预测模型:在多语言环境中使用语音分析的比较研究。
JAR life Pub Date : 2024-05-16 eCollection Date: 2024-01-01 DOI: 10.14283/jarlife.2024.6
B Ceyhan, S Bek, T Önal-Süzek
{"title":"Machine Learning-Based Prediction Models for Cognitive Decline Progression: A Comparative Study in Multilingual Settings Using Speech Analysis.","authors":"B Ceyhan, S Bek, T Önal-Süzek","doi":"10.14283/jarlife.2024.6","DOIUrl":"10.14283/jarlife.2024.6","url":null,"abstract":"<p><strong>Background: </strong>Mild cognitive impairment (MCI) is a condition commonly associated with dementia. Therefore, early prediction of progression from MCI to dementia is essential for preventing or alleviating cognitive decline. Given that dementia affects cognitive functions like language and speech, detecting disease progression through speech analysis can provide a cost-effective solution for patients and caregivers.</p><p><strong>Design-participants: </strong>In our study, we examined spontaneous speech (SS) and written Mini Mental Status Examination (MMSE) scores from a 60-patient dataset obtained from the Mugla University Dementia Outpatient Clinic (MUDC) and a 153-patient dataset from the Alzheimer's Dementia Recognition through Spontaneous Speech (ADRess) challenge. Our study, for the first time, analyzed the impact of audio features extracted from SS in distinguishing between different degrees of cognitive impairment using both an Indo-European language and a Turkic language, which exhibit distinct word order, agglutination, noun cases, and grammatical markers.</p><p><strong>Results: </strong>When each machine learning model was tested on its respective trained language, we attained a 95% accuracy using the random forest classifier on the ADRess dataset and a 94% accuracy on the MUDC dataset employing the multilayer perceptron (MLP) neural network algorithm. In our second experiment, we evaluated the effectiveness of each language-specific machine learning model on the dataset of the other language. We achieved accuracies of 72% for English and 76% for Turkish, respectively.</p><p><strong>Conclusion: </strong>These findings underscore the cross-language potential of audio features for automated tracking of cognitive impairment progression in MCI patients, offering a convenient and cost-effective option for clinicians or patients.</p>","PeriodicalId":73537,"journal":{"name":"JAR life","volume":"13 ","pages":"43-50"},"PeriodicalIF":0.0,"publicationDate":"2024-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11106089/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141077370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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