1
|
Albuloshi T, Kamel AM, Alsaber AR, Alawadhi B, Pan J, Abd-El-Gawad WM, Bouhaimed M, Spencer JPE. Factors associated with cognitive function outcomes among older adults in Kuwait: A cross-sectional study. BMC Geriatr 2025; 25:249. [PMID: 40229670 PMCID: PMC11995643 DOI: 10.1186/s12877-025-05882-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 03/24/2025] [Indexed: 04/16/2025] Open
Abstract
BACKGROUND The number of people living with dementia and/or cognitive impairment worldwide is rising with a negative effect on quality of life for many older adults. This study aims to examine the factors associated with cognitive function among older adults in Kuwait. METHODS This cross-sectional study recruited 253 older adults ≥ 60 years from a Geriatric outpatient unit in Kuwait. Cognitive function (dependent variable) was assessed using the Arabic version of the Mini-Mental State Examination (MMSE) with scores < 24 indicative of cognitive impairment. Biochemical, nutritional, clinical, lifestyle, anthropometric, and sociodemographic independent variables were included. RESULTS A normal MMSE score was reported for 51.0% (n = 129) of the sample, with 34.7% and 14.2% of participants having mild and moderate/severe cognitive impairment, respectively. Multivariate ordinal logistic regression analysis indicated that Type 2 diabetes was associated with more than double the odds of cognitive impairment (OR = 2.15, 95% CI: 1.19-3.94; P = 0.01). Each additional level of education was associated with a lower likelihood of cognitive impairment (OR = 0.34, 95% CI: 0.26-0.43; P < 0.001). CONCLUSION This study identifies key risk factors associated with cognitive impairment in older Kuwaiti adults. These findings underscore the need for targeted interventions to mitigate cognitive decline in aging populations and provide context-specific data to support policy decisions.
Collapse
Affiliation(s)
- Thurayya Albuloshi
- Palliative Care Center, Kuwait, Ministry of Health, Al Sabah Medical Area, P.O. Box 5, Kuwait City, 13001, Kuwait
| | - Ahmed M Kamel
- Department of Clinical Pharmacy, Faculty of Pharmacy, Cairo University, Kasr El-Aini, Cairo, 11562, Egypt
| | - Ahmad R Alsaber
- Department of Management, College of Business and Economics, American University of Kuwait, 15 Salem Al Mubarak St, Salmiya, Kuwait.
| | - Balqees Alawadhi
- Faculty of Health Sciences, The Public Authority for Applied Education Training, Shuwaikh Industrial, Kuwait
| | - Jiazhu Pan
- Department of Mathematics and Statistics, Faculty of Science, University of Strathclyde, 26 Richmond, Glasgow, G1 1XH, UK.
| | - Wafaa Mostafa Abd-El-Gawad
- Palliative Care Center, Kuwait, Ministry of Health, Al Sabah Medical Area, P.O. Box 5, Kuwait City, 13001, Kuwait
- Department of Geriatrics and Gerontology, Faculty of Medicine, Ain Shams University, Al-Abbasseya, Cairo, Egypt
| | - Manal Bouhaimed
- Department of Community Medicine and Behavioral Sciences, Faculty of Medicine, Kuwait University, P.O. Box 24923, Safat, 13110, Kuwait
| | - Jeremy P E Spencer
- Hugh Sinclair, Unit of Human Nutrition, Department of Food and Nutritional Sciences, School of Chemistry, Food and Pharmacy, University of Reading, Reading, RG6 6AP, UK
| |
Collapse
|
2
|
Dryjanska L, Giua R. Leaders at Italian Alzheimer's Cafés addressing ethical issues: from advocacy response against human trafficking to Dolcezza approach with persons living with dementia. Aging Ment Health 2024:1-11. [PMID: 39660580 DOI: 10.1080/13607863.2024.2439547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 11/28/2024] [Indexed: 12/12/2024]
Abstract
OBJECTIVES This article features results of a qualitative research conducted with twenty-nine men and women responsible for Alzheimer's cafés in Italy, on the topic of ethical issues in dementia care. The goal was to identify the sources of moral distress for caregivers, exploring some bottom-up solutions that have been implemented shared with others in informal settings. METHOD During the in-depth interviews participants shared about challenges and opportunities related to dementia care and ethics, informed by the symbolic interactionist approach to the theory of social representations. RESULTS The analysis of interviews resulted in identification of six main themes, each with some sub-themes: awareness, personhood, social connectedness, isolation, access, and institutional dimension. CONCLUSION The results pointed out the importance of culturally appropriate approach and advocacy for tackling ethical issues, especially in the light of morally wrong egregious abuse of persons with dementia (as related by participants), which can be classified as benefits trafficking, a form of human trafficking.
Collapse
Affiliation(s)
- Laura Dryjanska
- Department of Psychology, Asbury University, Wilmore, KY, USA
- Institute of Psychology, University of Cardinal Stefan Wyszynski, Warsaw, Poland
| | - Roberto Giua
- Alzheimer's Impact Movement, Washington D.C., USA
| |
Collapse
|
3
|
Salazar-Londoño S, Silva-Buriticá C, Herrera-Velez L, Rosselli D. Using Routinely Collected Health Data to Estimate the Prevalence of Alzheimer's Disease and Potentially Modifiable Risk Factors in Colombia. Int J Geriatr Psychiatry 2024; 39:e70029. [PMID: 39643588 DOI: 10.1002/gps.70029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 10/21/2024] [Accepted: 12/01/2024] [Indexed: 12/09/2024]
Abstract
OBJECTIVE With an increasing prevalence, Alzheimer's Disease (AD) is the most common cause of dementia. However, a percentage of potentially modifiable cases have been reported. This article describes the prevalence of four of these potentially modifiable risk factors: hearing loss, diabetes mellitus (DM), obesity, and hypertension. METHODS Descriptive cross-sectional study with data from 2018 to 2022, using the Colombian health system database SISPRO. The population of this study consisted of all people within the age range 50-100 with a main diagnosis of AD according to the ICD-10 codes. Subjects were divided by decades, and the prevalence ratio (PR) for the outcome of AD and each of its potentially modifiable risk factors was then calculated and adjusted by age using the Mantel-Haenszel formula. RESULTS 167,556 cases of AD were identified, with 66.4% being females. Peak age was in octogenarians, and the five-years period prevalence for people older than 50 was 12.6 cases/1000 people. The PRs showed a positive association for all risk factors, except obesity. Following age correction, obesity's PR value shifted to positive in males and overall population but remained negative for females. The highest post-correction PR in the overall population was hypertension (1.44), followed by DM (1.34), hearing loss (1.31) and obesity (1.12). Notably, PRs had a greater magnitude in younger and male age groups. CONCLUSION The results of this study are consistent with the fact that the prevalence of potentially modifiable risk factors is higher within the group of people with AD as their main diagnosis.
Collapse
Affiliation(s)
| | | | | | - Diego Rosselli
- Clinical Epidemiology and Biostatistics Department, Medical School, Pontificia Universidad Javeriana, Bogotá, Colombia
| |
Collapse
|
4
|
Rutkowski TM, Komendziński T, Otake-Matsuura M. Mild cognitive impairment prediction and cognitive score regression in the elderly using EEG topological data analysis and machine learning with awareness assessed in affective reminiscent paradigm. Front Aging Neurosci 2024; 15:1294139. [PMID: 38239487 PMCID: PMC10794306 DOI: 10.3389/fnagi.2023.1294139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/27/2023] [Indexed: 01/22/2024] Open
Abstract
Introduction The main objective of this study is to evaluate working memory and determine EEG biomarkers that can assist in the field of health neuroscience. Our ultimate goal is to utilize this approach to predict the early signs of mild cognitive impairment (MCI) in healthy elderly individuals, which could potentially lead to dementia. The advancements in health neuroscience research have revealed that affective reminiscence stimulation is an effective method for developing EEG-based neuro-biomarkers that can detect the signs of MCI. Methods We use topological data analysis (TDA) on multivariate EEG data to extract features that can be used for unsupervised clustering, subsequent machine learning-based classification, and cognitive score regression. We perform EEG experiments to evaluate conscious awareness in affective reminiscent photography settings. Results We use EEG and interior photography to distinguish between healthy cognitive aging and MCI. Our clustering UMAP and random forest application accurately predict MCI stage and MoCA scores. Discussion Our team has successfully implemented TDA feature extraction, MCI classification, and an initial regression of MoCA scores. However, our study has certain limitations due to a small sample size of only 23 participants and an unbalanced class distribution. To enhance the accuracy and validity of our results, future research should focus on expanding the sample size, ensuring gender balance, and extending the study to a cross-cultural context.
Collapse
Affiliation(s)
- Tomasz M. Rutkowski
- RIKEN Center for Advanced Intelligence Project, Tokyo, Japan
- Graduate School of Education, The University of Tokyo, Tokyo, Japan
- Department of Cognitive Science, Institute of Information and Communication Research, Nicolaus Copernicus University, Toruń, Poland
| | - Tomasz Komendziński
- Department of Cognitive Science, Institute of Information and Communication Research, Nicolaus Copernicus University, Toruń, Poland
| | | |
Collapse
|
5
|
Carcavilla-González N, Escalada San Adrián G, Minobes-Molina E, Pàmies-Tejedor S, Roncal-Belzunce V, Atarés-Rodríguez L, García-Navarro JA. A Paradigm Shift on Deinstitutionalization and Dementia Care: A Narrative Review. J Alzheimers Dis 2024; 99:829-841. [PMID: 38759003 DOI: 10.3233/jad-231180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/19/2024]
Abstract
This narrative explores the impact of deinstitutionalization policies on the quality of life and care outcomes for individuals with Alzheimer's disease and related dementias. We offer a historical perspective on these policies, their implications on dementia care, and the barriers to deinstitutionalization. The potential benefits of deinstitutionalization, such as improved quality of life and access to community-based support and services, are highlighted. Challenges and controversies surrounding safety, caregiver burden, and resource allocation are also examined. Ethical considerations related to the autonomy and decision-making capacity of people living with dementia are discussed. We present best practices and innovative models in dementia care that balance deinstitutionalization with appropriate care. We further put forth recommendations for future research and policy development in dementia care and deinstitutionalization, emphasizing the need for a balanced approach that respects the autonomy and preferences of people living with dementia while ensuring their safety and well-being.
Collapse
Affiliation(s)
- Nuria Carcavilla-González
- Department of Health Sciences, Public University of Navarra, Campus de Arrosadia, Pamplona, Spain
- Spanish Society of Geriatrics and Gerontology, Madrid, Spain
| | | | - Eduard Minobes-Molina
- Spanish Society of Geriatrics and Gerontology, Madrid, Spain
- Research group on Methodology, Methods, Models and Outcomes of Health and Social Sciences (M3O), Faculty of Health Sciences and Welfare. Center for Health and Social Care Research (CESS), University of Vic-Central University of Catalonia (UVIC-UCC), Victoria, Spain
- Institute for Research and Innovation in Life Sciences and Health in Central Catalonia (IRIS-CC), Victoria, Spain
| | | | | | | | | |
Collapse
|
6
|
Siette J, Meka A, Antoniades J. Breaking the barriers: overcoming dementia-related stigma in minority communities. Front Psychiatry 2023; 14:1278944. [PMID: 38179250 PMCID: PMC10765564 DOI: 10.3389/fpsyt.2023.1278944] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 12/04/2023] [Indexed: 01/06/2024] Open
Abstract
Dementia is a global health concern that affects individuals irrespective of their cultural or linguistic backgrounds. However, research has long recognized the pronounced stigma associated with dementia, particularly within Culturally and Linguistically Diverse (CALD) communities. This article seeks to summarize the underlying factors contributing to the heightened levels of dementia stigma within CALD communities, through a review of the literature. Our examination shows that cultural beliefs, language barriers, limited awareness, and the impact of migration on perceptions of aging and cognitive decline are contributing factors. Consequently, our analysis highlights the need for tailored, culturally appropriate interventions aimed at mitigating stigma and enhancing dementia care within CALD populations. Our proposed solutions, built on a social-ecological approach, highlights the critical role of collaborative efforts involving policymakers, healthcare providers, community organizations, and CALD community members in fostering a more dementia-inclusive society. This perspective piece aims to shed light on the distinct challenges faced by CALD communities, while advocating for a holistic approach to redefine perceptions and care strategies tailored to these populations.
Collapse
Affiliation(s)
- Joyce Siette
- The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Westmead, NSW, Australia
- Australian Institute for Health Innovation, Macquarie University, Macquarie Park, NSW, Australia
| | - Anjani Meka
- Australian Institute for Health Innovation, Macquarie University, Macquarie Park, NSW, Australia
| | - Josefine Antoniades
- National Ageing Research Institute, Affiliate Global and Women’s Health, School of Public Health and Preventive Medicine, Monash University, Royal Melbourne Hospital, Parkville, VIC, Australia
| |
Collapse
|
7
|
Ali K, Sakowitz S, Chervu NL, Verma A, Bakhtiyar SS, Curry J, Cho NY, Benharash P. Association of dementia with clinical and financial outcomes following lobectomy for lung cancer. JTCVS OPEN 2023; 16:965-975. [PMID: 38204693 PMCID: PMC10775042 DOI: 10.1016/j.xjon.2023.09.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Revised: 09/09/2023] [Accepted: 09/18/2023] [Indexed: 01/12/2024]
Abstract
Objective The number of adults with dementia is rising worldwide. Although dementia has been linked with inferior outcomes following various operations, this phenomenon has not been fully elucidated among patients undergoing elective lung resection. Using a national cohort, we evaluated the association of dementia with clinical and financial outcomes following lobectomy for cancer. Methods Adults undergoing lobectomy for lung cancer were identified within the 2010-2020 Nationwide Readmissions Database. Patients with a comorbid diagnosis of dementia were considered the Dementia cohort (others: Non-Dementia). Multivariable regressions were developed to evaluate the association between dementia and key outcomes. Results Of ∼314,436 patients, 2863 (0.9%) comprised the Dementia cohort. Compared with Non-Dementia, the Dementia cohort was older (75 vs 68 years, P < .001), less commonly female (49.4 vs 53.9%, P = .01), and had a greater burden of comorbid conditions. After adjustment, dementia remained associated with similar odds of in-hospital mortality (adjusted odds ratio [aOR], 0.86; 95% confidence interval [CI], 0.54-1.38) but greater likelihood of pneumonia (aOR, 1.31; CI, 1.04-1.65) and infectious complications (aOR, 1.37; CI, 1.01-1.87). Further, dementia was associated with longer length of stay (β +0.96 days; CI, 0.51-1.41), but no difference in hospitalization cost (β $1528; CI, -92 to 3148). Conclusions Patients with dementia faced similar odds of mortality, but greater complications and resource use following lobectomy for lung cancer. Novel interventions are needed to improve care coordination and develop standardized recovery pathways for this growing cohort.
Collapse
Affiliation(s)
- Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Calif
| | - Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Calif
| | - Nikhil L. Chervu
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Calif
- Department of Surgery, University of California, Los Angeles, Calif
| | - Arjun Verma
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Calif
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Calif
- Department of Surgery, University of Colorado, Aurora, Colo
| | - Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Calif
| | - Nam Yong Cho
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Calif
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), University of California, Los Angeles, Calif
- Department of Surgery, University of California, Los Angeles, Calif
| |
Collapse
|
8
|
Kuo YC, De S. Development of carbon dots to manage Alzheimer's disease and Parkinson's disease. J Taiwan Inst Chem Eng 2023. [DOI: 10.1016/j.jtice.2023.104799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/12/2023]
|
9
|
Billeci L, Sanmartin C, Tonacci A, Taglieri I, Bachi L, Ferroni G, Braceschi GP, Odello L, Venturi F. Wearable Sensors to Evaluate Autonomic Response to Olfactory Stimulation: The Influence of Short, Intensive Sensory Training. BIOSENSORS 2023; 13:bios13040478. [PMID: 37185553 PMCID: PMC10136665 DOI: 10.3390/bios13040478] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 03/27/2023] [Accepted: 04/14/2023] [Indexed: 05/17/2023]
Abstract
In the last few decades, while the sensory evaluation of edible products has been leveraged to make strategic decisions about many domains, the traditional descriptive analysis performed by a skilled sensory panel has been seen to be too complex and time-consuming for the industry needs, making it largely unsustainable in most cases. In this context, the study of the effectiveness of different methods for sensory training on panel performances represents a new trend in research activity. With this purpose, wearable sensors are applied to study physiological signals (ECG and skin conductance) concerned with the emotions in a cohort of volunteers undergoing a short, two-day (16 h) sensory training period related to wine tasting. The results were compared with a previous study based on a conventional three-month (65 h) period of sensory training. According to what was previously reported for long panel training, it was seen that even short, intensive sensory training modulated the ANS activity toward a less sympathetically mediated response as soon as odorous compounds become familiar. A large-scale application of shorter formative courses in this domain appears possible without reducing the effectiveness of the training, thus leading to money saving for academia and scientific societies, and challenging dropout rates that might affect longer courses.
Collapse
Affiliation(s)
- Lucia Billeci
- Institute of Clinical Physiology, National Research Council of Italy (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy
| | - Chiara Sanmartin
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124 Pisa, Italy
- Interdepartmental Research Centre "Nutraceuticals and Food for Health", University of Pisa, Via del Borghetto 80, 56124 Pisa, Italy
| | - Alessandro Tonacci
- Institute of Clinical Physiology, National Research Council of Italy (IFC-CNR), Via Moruzzi 1, 56124 Pisa, Italy
| | - Isabella Taglieri
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124 Pisa, Italy
| | - Lorenzo Bachi
- Institute of Life Sciences, Sant'Anna School of Advanced Studies, 56127 Pisa, Italy
| | - Giuseppe Ferroni
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124 Pisa, Italy
| | | | - Luigi Odello
- Centro Studi Assaggiatori Società Cooperativa, Galleria V. Veneto, 9, 25128 Brescia, Italy
| | - Francesca Venturi
- Department of Agriculture, Food and Environment, University of Pisa, Via del Borghetto 80, 56124 Pisa, Italy
- Interdepartmental Research Centre "Nutraceuticals and Food for Health", University of Pisa, Via del Borghetto 80, 56124 Pisa, Italy
- Interdepartmental Centre for Complex Systems Studies, University of Pisa, Largo Bruno Pontecorvo, 2, 56126 Pisa, Italy
| |
Collapse
|
10
|
Golzari-Sorkheh M, Weaver DF, Reed MA. COVID-19 as a Risk Factor for Alzheimer's Disease. J Alzheimers Dis 2023; 91:1-23. [PMID: 36314211 DOI: 10.3233/jad-220800] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Severe acute respiratory disease coronavirus 2 (SARS-CoV-2) is responsible for the coronavirus disease 2019 (COVID-19) pandemic. Although a primarily respiratory disease, recent reports indicate that it also affects the central nervous system (CNS). Over 25% of COVID-19 patients report neurological symptoms such as memory loss, anosmia, hyposmia, confusion, and headaches. The neurological outcomes may be a result of viral entry into the CNS and/or resulting neuroinflammation, both of which underlie an elevated risk for Alzheimer's disease (AD). Herein, we ask: Is COVID-19 a risk factor for AD? To answer, we identify the literature and review mechanisms by which COVID-19-mediated neuroinflammation can contribute to the development of AD, evaluate the effects of acute versus chronic phases of infection, and lastly, discuss potential therapeutics to address the rising rates of COVID-19 neurological sequelae.
Collapse
Affiliation(s)
| | - Donald F Weaver
- Krembil Research Institute, University Health Network, Toronto, ON, Canada.,Department of Chemistry, University of Toronto, Toronto, ON, Canada.,Department of Pharmaceutical Chemistry, University of Toronto, Toronto, ON, Canada
| | - Mark A Reed
- Krembil Research Institute, University Health Network, Toronto, ON, Canada.,Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
| |
Collapse
|
11
|
Murdaca G, Banchero S, Casciaro M, Tonacci A, Billeci L, Nencioni A, Pioggia G, Genovese S, Monacelli F, Gangemi S. Potential Predictors for Cognitive Decline in Vascular Dementia: A Machine Learning Analysis. Processes (Basel) 2022; 10:2088. [DOI: 10.3390/pr10102088] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/03/2025] Open
Abstract
Vascular dementia (VD) is a cognitive impairment typical of advanced age with vascular etiology. It results from several vascular micro-accidents involving brain vessels carrying less oxygen and nutrients than it needs. This being a degenerative disease, the diagnosis often arrives too late, when the brain tissue is already damaged. Thus, prevention is the best solution to avoid irreversible cognitive impairment in patients with specific risk factors. Using the machine learning (ML) approach, our group evaluated Mini-Mental State Examination (MMSE) changes in patients affected by Alzheimer’s disease by considering different clinical parameters. We decided to apply a similar ML scheme to VD due to the consistent data obtained from the first work, including the assessment of various ML models (LASSO, RIDGE, Elastic Net, CART, Random Forest) for the outcome prediction (i.e., the MMSE modification throughout time). MMSE at recruitment, folate, MCV, PTH, creatinine, vitamin B12, TSH, and hemoglobinwere the best predictive parameters individuated by the best ML model: Random Forest. ML results can be useful inidentify predictive biomarkers for cognitive worsening in VD early and also for focusing on necessary examinations at the first visits to draw the most predictive features, saving time and money and reducethe burden on the patients themselves. Such results should be integrated with brain imaging, physiological signal measurements, and sensory patterns, particularly forthose senses already demonstrated to have a significant link with neurodegeneration. Adjusting compound deficit by administering nutraceuticals could support treatment effectiveness and lead to a better quality of life for patients, families, and caregivers, with a consistent impact on the national health systems load.
Collapse
Affiliation(s)
- Giuseppe Murdaca
- Department of Internal Medicine, University of Genoa, 16132 Genoa, Italy
- IRCCS OspedalePoliclinico San Martino, 16132 Genoa, Italy
| | - Sara Banchero
- Department of Internal Medicine, University of Genoa, 16132 Genoa, Italy
- IRCCS OspedalePoliclinico San Martino, 16132 Genoa, Italy
| | - Marco Casciaro
- School and Operative Unit of Allergy and Clinical Immunology, Department of Clinical and Experimental Medicine, University of Messina, 98125 Messina, Italy
| | - Alessandro Tonacci
- Clinical Physiology Institute, National Research Council of Italy (IFC-CNR), 56124 Pisa, Italy
| | - Lucia Billeci
- Clinical Physiology Institute, National Research Council of Italy (IFC-CNR), 56124 Pisa, Italy
| | - Alessio Nencioni
- Department of Internal Medicine, University of Genoa, 16132 Genoa, Italy
- IRCCS OspedalePoliclinico San Martino, 16132 Genoa, Italy
| | - Giovanni Pioggia
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
| | - Sara Genovese
- Institute for Biomedical Research and Innovation (IRIB), National Research Council of Italy (CNR), 98164 Messina, Italy
| | - Fiammetta Monacelli
- Department of Internal Medicine, University of Genoa, 16132 Genoa, Italy
- IRCCS OspedalePoliclinico San Martino, 16132 Genoa, Italy
| | - Sebastiano Gangemi
- School and Operative Unit of Allergy and Clinical Immunology, Department of Clinical and Experimental Medicine, University of Messina, 98125 Messina, Italy
| |
Collapse
|
12
|
Effect of Obesity and High-Density Lipoprotein Concentration on the Pathological Characteristics of Alzheimer's Disease in High-Fat Diet-Fed Mice. Int J Mol Sci 2022; 23:ijms232012296. [PMID: 36293147 PMCID: PMC9603479 DOI: 10.3390/ijms232012296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2022] [Revised: 10/12/2022] [Accepted: 10/12/2022] [Indexed: 12/05/2022] Open
Abstract
The typical pathological features of Alzheimer's disease (AD) are the accumulation of amyloid plaques in the brain and reactivity of glial cells such as astrocytes and microglia. Clinically, the development of AD and obesity are known to be correlated. In this study, we analyzed the changes in AD pathological characteristics in 5XFAD mice after obesity induction through a high-fat diet (HFD). Surprisingly, high-density lipoprotein and apolipoprotein AI (APOA-I) serum levels were increased without low-density lipoprotein alteration in both HFD groups. The reactivity of astrocytes and microglia in the dentate gyrus of the hippocampus and fornix of the hypothalamus in 5XFAD mice was decreased in the transgenic (TG)-HFD high group. Finally, the accumulation of amyloid plaques in the dentate gyrus region of the hippocampus was also significantly decreased in the TG-HFD high group. These results suggest that increased high-density lipoprotein level, especially with increased APOA-I serum level, alleviates the pathological features of AD and could be a new potential therapeutic strategy for AD treatment.
Collapse
|
13
|
Yap AC, Mahendran R, Kua EH, Zhou W, Wang DY. Olfactory dysfunction is associated with mild cognitive impairment in community-dwelling older adults. Front Aging Neurosci 2022; 14:930686. [PMID: 36004001 PMCID: PMC9393534 DOI: 10.3389/fnagi.2022.930686] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/18/2022] [Indexed: 12/02/2022] Open
Abstract
Background Olfactory impairment is aging related and is associated with cognitive decline in older adults. However, it remains unclear if an olfactory impairment is associated with mild cognitive impairment (MCI) and the degree of impairment in the MCI subtypes. Materials and methods In a cohort of community-living older adults aged 60 years and above, 670 participants were recruited from the Community Health and Intergenerational (CHI) Study. Olfactory function was assessed using a locally developed nine-item smell test in association with neurocognitive assessments. Analysis of covariance (ANCOVA) was used to examine the association of smell identification score and clinical cognitive status while considering demographic, clinical, and neuropsychological factors with Bonferroni correction for group comparisons. Results Age-related smell detection between normal aging (NA) and MCI participants had no significant difference. The overall mean smell identification score in older adults was negatively correlated with age. The mean smell identification score of MCI participants was also not significantly different as compared with NA, but an amnestic MCI multiple domain (aMCI_MD) subgroup had significantly lower (impaired) mean smell identification scores compared with the NA and MCI single domain (amnestic and non-amnestic) group. Conclusion This study demonstrated that olfactory identification impairment is a comorbidity in older adults with amnestic MCI (aMCI) and is a potential marker associated with an early stage of a neurocognitive disorder. The smell test could act as a screening tool to help in the early detection of smell impairment for heterogeneous syndromes of MCI among community-dwelling older adults. Clinicians and researchers could benefit from utilizing the locally developed smell test to screen their patients or research participants before the initiation of an appropriate health intervention or in a clinical trial.
Collapse
Affiliation(s)
- Ai Che Yap
- Department of Food Science and Technology, National University of Singapore, Singapore, Singapore
| | - Rathi Mahendran
- Department of Psychological Medicine, Mind Science Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Ee Heok Kua
- Department of Psychological Medicine, Mind Science Centre, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Department of Psychological Medicine, National University Hospital, Singapore, Singapore
- *Correspondence: Ee Heok Kua,
| | - Weibiao Zhou
- Department of Food Science and Technology, National University of Singapore, Singapore, Singapore
- Weibiao Zhou,
| | - De Yun Wang
- Department of Otolaryngology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- De Yun Wang,
| |
Collapse
|