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1.
Front Glob Womens Health ; 5: 1458553, 2024.
Article in English | MEDLINE | ID: mdl-39351346

ABSTRACT

Objective: This study investigated the relationship between years of employment and cognitive health among older non-Latinx Black, Latinx, and non-Latinx White women. We hypothesized that women who had never been formally employed (i.e., zero years of formal work experience) would exhibit a pronounced cognitive decline. Methods: Our study included 5,664 older adult women from the Health and Retirement Study (2010-2016) aged 65-101 (M = 75.41). Out of 5,664 participants, 850 identified as non-Latinx Black, 475 identified as Latinx, and 4,339 identified as non-Latinx White. Furthermore, 5,292 women indicated having a professional employment history of at least one year, whereas 372 women reported no formal work experience. The Telephone Interview for Cognitive Status-27 (TICS-27) was used to assess cognitive performance. Linear mixed effects models were conducted to assess whether employment history was associated with the rate of cognitive decline. Results: In all three racial and ethnic groups, lower age, higher education, greater number of years worked, fewer chronic conditions, and greater household income were associated with better cognitive performance at baseline (p < .05). Additionally, women who had not worked in any formal capacity had a lower baseline cognitive performance (p < .001) and a more extreme decline in cognitive performance over time (p = .04). Conclusion: In conclusion, we found that women without any formal work experience performed lower at baseline and experienced a steeper cognitive decline over time. These findings underscore the need to further explore the complex interrelationships between employment duration and cognitive trajectories, especially among older women and those from different racial and ethnic backgrounds.

2.
Alzheimers Dement ; 2024 Oct 11.
Article in English | MEDLINE | ID: mdl-39392181

ABSTRACT

INTRODUCTION: This study examines the role of lifestyle factors in cognitive reserve among older adults, focusing on the moderating effect of apolipoprotein E (APOE) ε4 status. METHODS: Data from 157 participants aged 45 and older from the Healthy Brain Initiative (HBI) were analyzed. Cognitive reserve was estimated using residual scores from Cognivue Clarity tests after accounting for brain atrophy and white matter hyperintensities (WMHs). Lifestyle factors included education, occupational attainment, physical activity, social engagement, diet, and mindfulness. Structural equation models were conducted to assess interactions. RESULTS: Significant interactions were found between APOE ε4 status and mindfulness and social engagement on cognitive reserve, indicating stronger associations for APOE ε4 carriers. DISCUSSION: APOE ε4 carriers may benefit more from certain lifestyle factors, potentially through stress reduction and anti-inflammatory pathways. These findings support integrating APOE ε4 genetic screening into personalized prevention strategies to enhance interventions aimed at preserving cognitive function and delaying dementia onset in at-risk populations. HIGHLIGHTS: Mindfulness and social engagement have increased cognitive reserve in APOE ε4 carriers. Study uses residual scores from Cognivue Clarity tests to estimate cognitive reserve. APOE ε4 carriers show stronger associations with certain lifestyle factors on cognitive reserve. Personalized interventions could enhance cognitive resilience in genetically at-risk populations. Comprehensive assessment of multiple lifestyle factors highlights targeted intervention benefits.

3.
Alzheimers Dement (N Y) ; 10(4): e12497, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39372373

ABSTRACT

INTRODUCTION: Changes to the brain due to Alzheimer's disease and other age-related neuropathologies may present with cognitive and behavioral symptoms, even during preclinical and prodromal stages. While cognitive reserve is known to mitigate cognitive decline in the preclinical stages of Alzheimer's disease, links between cognitive reserve and behavioral symptoms remain unclear. This study investigates the relationship between cognitive reserve and mild behavioral impairment (MBI), a neurodegenerative behavioral prodrome. METHODS: We analyzed cross-sectional data from 1204 participants in the Canadian Platform for Research Online to Investigate Health, Quality of Life, Cognition, Behavior, Function, and Caregiving in Aging (CAN-PROTECT) study. A cognitive reserve score (CRS) was generated based on education, occupation, and personal cognitive reserve proxies. MBI presence (MBI+) and MBI global and domain symptom severity were evaluated using the self-reported MBI Checklist. Initial analyses examined the convergent validity of the CRS through associations with objective neuropsychological test performance and self-reported cognitive symptoms (Everyday Cognition [ECog-II] scale). Models were also fitted to assess MBI status and severity as functions of the CRS. RESULTS: Higher CRS was associated with better neuropsychological test scores, lower odds of subjective cognitive decline (OR = 0.86, 95% CI: [0.76, 0.98], p = .03), and lower ECog-II total score. Likewise, higher CRS was associated with lower odds of MBI+ (OR = 0.81, 95% CI: [0.71, 0.93], p = .003), and lower MBI symptom severity globally, and in impulse dyscontrol and social inappropriateness domains. DISCUSSION: We provide preliminary evidence that engagement in activities known to preserve cognitive function in aging and disease may also preserve behavioral function. Future research should disentangle possible pathways through which cognitive reserve may preserve both cognition and behavior, explore common etiologies for these symptoms, and observe outcomes longitudinally to better understand these relationships. Highlights: Education, occupation, and personal activities are cognitive reserve proxies.Cognitive reserve is linked to lower subjective cognitive decline in older persons.Cognitive reserve is linked to lower mild behavioral impairment odds and severity.

4.
Psychiatr Danub ; 36(Suppl 2): 86-90, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39378457

ABSTRACT

BACKGROUND: Research on neurocognitive disorders and cognitive reserve in psychiatric rehabilitation patients is crucial to understanding how cognitive function impacts rehabilitation outcomes. Cognitive reserve refers to the brain's resilience to neuropathological damage, and exploring its role in psychiatric patients can provide insights into their varying responses to treatment and recovery potential. Investigating whether there are differences in cognitive reserve and neurocognitive disorders between offenders and non-offenders within psychiatric rehabilitation can help tailor interventions and improve rehabilitation strategies. This study explores cognitive reserve (CR) and neurocognitive disorders (NCDs) in a sample of psychiatric patients within a Psychiatric Rehabilitation Center, with a particular focus on differences between offenders and non-offenders following the closure of Judicial Psychiatric Hospitals in Italy (March 31, 2015). METHOD: In our observational study, were recruited a total of 59 patients (20 females and 39 males, mean age = 45.39 years) from various Psychiatric Rehabilitation Communities in Southern Italy. The patients were assessed using the Structured Clinical Interview for DSM-5 (SCID-5 CV) and a battery of tests, including in particular the Cognitive Reserve Index Questionnaire (CRIq), Brief Psychiatric Rating Scale (BPRS), Aberrant Salience Inventory (ASI) and the World Health Organization Disability Assessment Schedule 2.0 (WHODAS 2.0). RESULTS: Results indicated significant differences between offenders and non-offenders in cognitive reserve, psychopathological symptoms and personal and social functionality. CONCLUSION: Understanding these distinctions is important for developing specialized therapeutic approaches that address the rehabilitation needs of each group that also include neurocognitive aspects such as cognitive reserve.


Subject(s)
Cognitive Reserve , Psychiatric Rehabilitation , Humans , Male , Female , Cognitive Reserve/physiology , Middle Aged , Psychiatric Rehabilitation/methods , Adult , Italy , Neurocognitive Disorders/rehabilitation , Mental Disorders/rehabilitation , Neuropsychological Tests , Criminals/psychology
5.
Psychiatr Danub ; 36(Suppl 2): 176-179, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39378467

ABSTRACT

Cognitive reserve (CR) is essential in reducing natural cognitive decline. Identified in neurodegenerative pathologies, it also increasingly plays a role in the development of the symptomatic processes of numerous psychiatric pathologies. CR could help identify subgroups of elderly patients affected by primary psychosis and mood disorders and evaluate their correlation with diagnostic and therapeutic trajectories. Our observational study assessed the correlation between cognitive reserve and cognitive and psychopathological trajectories in a group of elderly inpatients in health residential centers. After two years of observation, the results indicate a correlation between cognitive reserve levels and psychopathological and cognitive trajectories. No significant variations or correlations were observed between another investigation factor, aberrant salience, and the symptoms in the above trajectories.


Subject(s)
Cognitive Reserve , Psychotic Disorders , Humans , Cognitive Reserve/physiology , Aged , Male , Psychotic Disorders/therapy , Female , Protective Factors , Aged, 80 and over
6.
Appl Neuropsychol Adult ; : 1-13, 2024 Sep 27.
Article in English | MEDLINE | ID: mdl-39327875

ABSTRACT

A new model of reserve, the Sensory, Emotional, and Cognitive Reserve (SEC) model, has been recently proposed, but so far this model has not been operationalized in instruments to evaluate the different domains of the reserve. This study introduces the SEC reserve inventory (SECri) along with preliminary data obtained from a study involving 57 adults, aged 35 and older. The SECri assesses the SEC domains using specific proxies: (a) sensory reserve (SR) through sensory acuity and sensory perception proxies; (b) emotional reserve (ER) through life events, resilience, and emotional regulation proxies; and (c) cognitive reserve (CR) through education, occupation, socioeconomic status, bilingualism, leisure activities, and personality traits proxies. Key features of SECri include self- and informant-report forms, fine-grained response scales, and the evaluation of reserve development across the lifespan. Findings on the acceptability, convergent validity between SECri domains and validated tests for the same constructs, internal consistency of each domain, and predictive validity of Montreal Cognitive Assessment scores support further research with this inventory. Future studies should consider determining SECri's psychometric properties in clinical and subclinical conditions to evaluate its prognostic value in cases of neurocognitive decline.

7.
Article in English | MEDLINE | ID: mdl-39338000

ABSTRACT

In recent years, aging has become a focal point of scientific research and health policies due to the growing demographic trend of an aging worldwide population. Understanding the protective and risk factors that influence aging trajectories is crucial for designing targeted interventions that support healthy aging and improve people's quality of life. The aim of this study was to explore the relationships between variables of aging. A total of 103 Italian participants (55-75 years old) underwent multidimensional assessments that covered cognitive, functional, emotional, and quality of life dimensions. Structural equation modeling was used to analyze the data and elucidate the relationships between depression, quality of life, cognitive reserve, executive functions, and daily autonomy. The findings revealed that a higher quality of life was associated with reduced depressive symptoms. In addition, cognitive reserve emerged as a protective factor positively correlated with both quality of life and daily autonomy. In this study, quality of life was determined using physical health, psychological, social relationships, and environmental domains. Identifying the significant relationships between these variables in a sample of late adults and young-aged people has given us useful elements for designing psycho-educational interventions that can be aimed at preventing frailty in later old age or supporting healthy longevity.


Subject(s)
Aging , Cognitive Reserve , Depression , Personal Autonomy , Quality of Life , Humans , Middle Aged , Male , Female , Aged , Depression/psychology , Aging/psychology , Latent Class Analysis , Italy , Executive Function
8.
Article in English | MEDLINE | ID: mdl-39338055

ABSTRACT

BACKGROUND: This viewpoint paper reports the state of the art at a global level on research, practice and assessment, policies, and training in the clinical psychology of aging and, more specifically, in geropsychology. The main sources of information were as follows: (1) the most recent reviews of the literature available in the scientific literature; (2) the resources on the internet referable to professional and academic associations dealing with the topic; and (3) the laws, policy initiatives, and funded programs that are aimed at the diffusion and applications of mental health in aging. METHODS: The present study aims to provide an updated and comprehensive memorandum highlighting the importance of prioritizing mental health in older adults. It seeks to promote health in general and disease prevention strategies, ensuring equitable access to mental health services integrated into primary care and designed for aging. This paper also aims to shed light on the slow development process and lack of consolidation in the adaptation of academic training at master's and doctoral levels in most developed countries, despite the long-declared importance of enhancing resources for the promotion of geropsychology. RESULTS: The results of the present study are patchy. Although the importance of enhancing resources for the promotion of geropsychology has long been declared, the development process seems very slow, and the adaptation of academic training at master's and doctoral levels in most developed countries-those that, for demographic reasons and attitudes, should be more sensitive to the issue, does not yet seem to have consolidated. CONCLUSIONS: Collaboration among diverse professionals is crucial for providing integrated and comprehensive care to older adults that addresses their physical, psychological, and social needs.


Subject(s)
Geriatrics , Healthy Aging , Humans , Geriatrics/education , Health Policy , Aged , Mental Health , Health Promotion/methods , Aging
9.
Aging Clin Exp Res ; 36(1): 190, 2024 Sep 11.
Article in English | MEDLINE | ID: mdl-39259457

ABSTRACT

BACKGROUND: Idiopathic normal pressure hydrocephalus (iNPH) is a prevalent neurological disorder, but its diagnosis remains challenging. Dual-task (DT) walking performance is a reliable indicator of iNPH but less is known about the role of cognitive reserve (CR) in predicting DT walking performance. AIMS: The objective of this study was to evaluate the contribution of CR on DT walking in healthy controls (HC) and in iNPH patients (iNPH-P). METHODS: 68 iNPH-P (77.2 +/- 6.7 years old) and 28 HC (74.5 +/- 5.7 years old) were evaluated on their single-task walking (Vsimple) and on 4 DT walking (walking and counting or counting backwards, naming animals, naming words beginning with the letter P) (Vcount, VcountB, Vanimals and Vletter respectively). The contribution of CR on the different DT walking speeds was compared between HC and iNPH-P. In iNPH-P, the contribution of CR on the walking speeds was compared with regard to other cognitive, functional, and socio-demographic variables. RESULTS: Simple linear regression demonstrated a moderate influence of CR on single and DT walking speed in iNPH-P (ß > 0.3, p < .001) but not in HC where the relation was not significant. In iNPH-P, results showed that CR played a major role in explaining each of the single and DT walking speeds with NPH-scale. CONCLUSION: As CR could be improved through the life cycle, these results support the idea of developing and supporting physical activity programs that will enrich social, physical, and cognitive resources to protect against age-related functional decline, especially in iNPH-P patients where the age-related deficits are greater.


Subject(s)
Cognitive Reserve , Hydrocephalus, Normal Pressure , Walking , Humans , Male , Aged , Female , Cognitive Reserve/physiology , Walking/physiology , Hydrocephalus, Normal Pressure/physiopathology , Hydrocephalus, Normal Pressure/psychology , Cognition/physiology , Aged, 80 and over
10.
J Affect Disord ; 368: 258-265, 2024 Sep 14.
Article in English | MEDLINE | ID: mdl-39278468

ABSTRACT

BACKGROUND: Adverse childhood experiences (ACEs) are associated with later cognitive decline. However, the mechanisms underlying the effects of different types of ACEs are unclear. This study examined how ACEs impact cognitive function, specifically deprivation-related ACEs (DrACEs) and threat-related ACEs (TrACEs). Additionally, we explored the potential role of cognitive reserve (CR) and depression in these relationships. METHODS: Data were taken from the China Health and Retirement Longitudinal Study (CHARLS) of 2014 and 2020. CR, depressive symptoms and cognitive function measures were collected from 2020. ACEs were assessed at the 2014 Life Course Survey. The main analyses included 7113 participants aged 45 years or older. To explore potential associations, linear regression and SPSS Macro PROCESS were employed. RESULTS: Among middle-aged and older adults, only exposure to DrACEs was associated with cognitive function ((ß = -0.101 [95%CI: -0.150, -0.052]) for DrACEs = 1; (ß = -0.250 [95%CI: -0.333, -0.167]) for DrACEs ≥ 2). The indirect effects mediated by CR and depressive symptoms were statistically significant. LIMITATIONS: The use of retrospective self-reported data for ACEs may introduce recall bias. CONCLUSIONS: Chinese middle-aged and older adults who have experienced DrACEs exhibit poorer cognitive function, while the association between TrACEs and cognitive function was not significant. And the impact of DrACEs on cognitive function was mediated by CR and depressive symptoms. Further research is necessary to validate our findings, establish causal links, and uncover the underlying mechanisms involved.

11.
Clin Neuropsychol ; : 1-37, 2024 Sep 22.
Article in English | MEDLINE | ID: mdl-39307973

ABSTRACT

Objective: Cognitive reserve (CR) is the brain's ability to cope with changes related to aging and/or disease. Originally introduced to explain individual differences in the clinical manifestations of dementia, CR has recently emerged as a relevant construct in stroke and traumatic brain injury (TBI). This systematic review aims to investigate whether CR could predict post-stroke and TBI clinical recovery and rehabilitation outcomes, and how different variables used to estimate CR (i.e., proxies) are related to the prognosis and effectiveness of rehabilitation in these clinical populations. Method: A search was made in Pubmed, Embase, and PsycInfo for articles published until 12 January 2023, following the Preferred Reporting Items for Systematic Reviews and Meta-analysis (PRISMA) protocol guidelines. Results: 31 studies were included after completing all screening stages. Overall, results show that a higher CR was associated with a better prognosis and a more effective rehabilitation in most of the clinical aspects considered: cognitive functioning, functional, occupational, and socio-emotional abilities, as well as psychiatric and neurological scales. Conclusions: A higher CR seems to be associated with a more favorable prognosis and a better rehabilitation outcome after stroke and TBI. Results suggest that CR should be taken into account in clinical practice to make more accurate predictions about recovery and effectiveness of rehabilitation. However, some inconsistencies suggest the need for further investigations, possibly using multiple proxies for CR.

12.
Alzheimers Dement (Amst) ; 16(3): e12634, 2024.
Article in English | MEDLINE | ID: mdl-39263246

ABSTRACT

INTRODUCTION: The influence of hippocampal connectivity on memory performance is well established in individuals with high educational attainment. However, the role of hippocampal connectivity in illiterate populations remains poorly understood. METHODS: Thirty-five illiterate adults were administered a literacy assessment (Test of Functional Health Literacy in Adults [TOFHLA]), structural and resting state functional magnetic resonance imaging, and an episodic memory test (Free and Cued Selective Reminding Test). Illiteracy was defined as a TOFHLA score < 53. We evaluated the correlation between hippocampal connectivity at rest and both free recall and literacy scores. RESULTS: Participants were mostly female (57.1%) and self-declared as being Black individuals (84.8%), with a median age of 50 years. The median TOFHLA literacy score was 28.0 [21.0; 42.5] out of 100 points and the median free recall score was 30.0 [26.2; 35] out of 48 points. The median gray matter volume of both the left and right hippocampi was 2.3 [2.1; 2.4] cm3. We observed a significant connectivity between both hippocampi and the precuneus and the ventral medial prefrontal cortex. The right hippocampal connectivity positively correlated with the literacy scores (ß = 0.58, P = 0.008). There was no significant association between episodic memory and hippocampal connectivity. Neither memory nor literacy scores correlated with hippocampal gray matter volume. DISCUSSION: Low literacy levels correlated with hippocampal connectivity in illiterate adults. The lack of association with memory scores might be associated with low brain reserve in this sample. Highlights: A significant link was found between health literacy and hippocampal connectivity.Enhanced hippocampus- ventromedial prefrontal cortex connectivity suggests potential cognitive reserve improvement.Higher cognitive reserve may protect against hippocampal atrophy and neurodegeneration.Health literacy improvements could help prevent cognitive impairment in illiterate populations.Study highlights importance of considering structural racism in brain connectivity research.

13.
Eur J Ageing ; 21(1): 25, 2024 Sep 09.
Article in English | MEDLINE | ID: mdl-39251518

ABSTRACT

Soft skills are key factors for success in multiple contexts of daily life, as well as for life satisfaction, but little is known about their role in late adulthood and older age. In this study, we aimed to investigate the relationships of soft skills, as defined by the World Economic Forum, with two indicators of successful/healthy aging: life satisfaction and cognitive reserve. A sample of 435 adults aged 50 and over completed self-reported measures of soft skills, life satisfaction, and cognitive reserve. As control, fluid (reasoning) and crystalized (vocabulary) intelligence were assessed too, along with socio-demographic characteristics. A series of regression analyses showed that soft skills were positively related to both life satisfaction and, to a lower extent, cognitive reserve, above and beyond gender, age, and both fluid and crystallized intelligence. Interestingly, these associations were independent from participants' age. Overall, these results highlight the importance of considering soft skills also over the middle-late adult life course, due to the potential role of these individual qualities in supporting an individual's well-being and an active and engaged lifestyle, with implications for the promotion of a healthy aging.

14.
Alzheimers Dement ; 2024 Sep 05.
Article in English | MEDLINE | ID: mdl-39234651

ABSTRACT

INTRODUCTION: Loneliness has a rising public health impact, but research involving neuropathology and representative cohorts has been limited. METHODS: Inverse odds of selection weights were generalized from the autopsy sample of Rush Alzheimer's Disease Center cohorts (N = 680; 89 ± 9 years old; 25% dementia) to the US-representative Health and Retirement Study (N = 8469; 76 ± 7 years old; 5% dementia) to extend external validity. Regressions tested cross-sectional associations between loneliness and (1) Alzheimer's disease (AD) and cerebrovascular pathology; (2) five cognitive domains; and (3) relationships between pathology and cognition, adjusting for depression. RESULTS: In weighted models, greater loneliness was associated with microinfarcts, lower episodic and working memory in the absence of AD pathology, lower working memory in the absence of infarcts, a stronger association of infarcts with lower episodic memory, and a stronger association of microinfarcts with lower working and semantic memory. DISCUSSION: Loneliness may relate to AD through multiple pathways involving cerebrovascular pathology and cognitive reserve. HIGHLIGHTS: Loneliness was associated with worse cognition in five domains. Loneliness was associated with the presence of microinfarcts. Loneliness moderated cognition-neuropathology associations. Transportability methods can provide insight into selection bias.

15.
Ageing Res Rev ; 101: 102487, 2024 Sep 05.
Article in English | MEDLINE | ID: mdl-39243892

ABSTRACT

BACKGROUND: Subjective cognitive decline (SCD) is considered a pre-symptomatic stage of dementia characterized by cognitive complaints. The ability of education to reduce the risk of dementia is well known. Our objective is to investigate the influence of education on the risk of progression from SCD to MCI or dementia. METHODS: Prospective longitudinal studies of adults (≥50 years) with SCD evaluating progression to objective cognitive decline, MCI, or dementia were selected. Pooled estimates (random effects model) and 95 % confidence intervals were calculated, exploring heterogeneity. Standardized education differences, Odds Ratio, or Hazard Ratio between converters and non-converters were estimated. RESULTS: The systematic review carried out showed that high education, as well as other cognitive reserve proxies, delays cognitive decline. The first meta-analysis showed a significant association of SCD with conversion in both high and low education strata. A second meta-analysis considering education as a continuous variable found that SCD converters showed two years less education than non-converters. CONCLUSIONS: Our results suggest that education has a delaying effect against cognitive decline progression. The presumed improvement in accurately detecting cognitive decline associated with better metacognitive skills in higher-educated SCD participants does not seem to neutralize the incremental risk of objective cognitive decline associated with lower educational attainment.

16.
J Clin Exp Neuropsychol ; 46(7): 683-692, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39235435

ABSTRACT

OBJECTIVE: The present study examined the cognitive reserve (CR) theory at late stages of Alzheimer's disease (AD). The objective is to replicate previous studies and examine the complex role of education and family size as indicators of CR. PARTICIPANTS AND METHODS: This is a retrospective study included 642 patients diagnosed with AD after age 65, categorized into low education (LE, ≤ 8 years, n = 141) and medium-high education (MHE, ≥ 9 years, n = 442) groups. Participants were followed up longitudinally using the Mini Mental State Examination. RESULTS: Higher education in the MHE group, but not in the LE group, correlated with delayed diagnosis. In both groups, higher education correlated with accelerated cognitive decline. In the MHE group, country of origin was associated with cognitive decline, while in the LE group, it was linked to family size. CONCLUSIONS: This study shows that in patients with MHE but not in LE, higher education resulted in delayed diagnosis. Conversely, in cases of LE, this measure may not fully reflect CR and abilities. Additionally, higher education was associated with faster deterioration, a finding that has not been replicated often in the literature. The study illustrates the complex impact of CR proxies on age of diagnosis and cognitive decline.


Subject(s)
Alzheimer Disease , Cognitive Dysfunction , Cognitive Reserve , Educational Status , Humans , Alzheimer Disease/diagnosis , Cognitive Reserve/physiology , Male , Female , Aged , Retrospective Studies , Cognitive Dysfunction/etiology , Cognitive Dysfunction/diagnosis , Cognitive Dysfunction/physiopathology , Aged, 80 and over , Longitudinal Studies , Mental Status and Dementia Tests , Neuropsychological Tests/statistics & numerical data
17.
medRxiv ; 2024 Sep 18.
Article in English | MEDLINE | ID: mdl-39228697

ABSTRACT

Cognitive resilience describes the phenomenon of individuals evading cognitive decline despite prominent Alzheimer's disease neuropathology. Operationalization and measurement of this latent construct is non-trivial as it cannot be directly observed. The residual approach has been widely applied to estimate CR, where the degree of resilience is estimated through a linear model's residuals. We demonstrate that this approach makes specific, uncontrollable assumptions and likely leads to biased and erroneous resilience estimates. We propose an alternative strategy which overcomes the standard approach's limitations using machine learning principles. Our proposed approach makes fewer assumptions about the data and construct to be measured and achieves better estimation accuracy on simulated ground-truth data.

18.
Exp Gerontol ; 196: 112568, 2024 Oct 15.
Article in English | MEDLINE | ID: mdl-39222856

ABSTRACT

Normal aging presents subtle cognitive changes that can be detected before meeting the criteria for Mild cognitive impairment (MCI). Older people with low cognitive reserve and who receive limited cognitive stimulation are at greater risk of deterioration. In this regard, cognitive stimulation (CS) has been identified as an intervention that reduces this risk, provided that its design takes into account the differences in the level of cognitive reserve (CR) acquired throughout life and the baseline level of cognitive functioning. The general objective of this study is to evaluate, through a randomized clinical trial, the effectiveness of a computerized cognitive stimulation program, designed and adapted from Occupational Therapy based on the level of cognitive reserve in older adults in Primary Care. 100 participants will be randomized in a stratified manner according to the level of cognitive reserve (low/moderate/high), assigning 50 participants to the control group and 50 participants to the intervention group. The intervention group will carry out a computerized cognitive stimulation intervention designed and adapted from occupational therapy according to the level of cognitive reserve, through the "stimulus" platform. The main result expected to be achieved is the improvement of higher brain functions. As secondary results, we expect that those cognitive aspects most vulnerable to aging will decrease more slowly (in areas such as memory, executive function, attention and processing speed), and that the cognitive reserve of the participants will increase, in addition to being able to balance gender differences in these aspects. We think that these results can have a positive impact on the creation of adapted, meaningful and stimulating CS programs in older adults to prevent MCI and experience healthier aging.


Subject(s)
Cognitive Dysfunction , Cognitive Reserve , Occupational Therapy , Primary Health Care , Humans , Aged , Occupational Therapy/methods , Male , Female , Cognitive Dysfunction/therapy , Cognitive Dysfunction/rehabilitation , Randomized Controlled Trials as Topic , Therapy, Computer-Assisted/methods , Cognition , Middle Aged , Aged, 80 and over
19.
J Alzheimers Dis ; 101(4): 1227-1235, 2024.
Article in English | MEDLINE | ID: mdl-39331100

ABSTRACT

Background: As the population ages, the concept of frailty becomes increasingly relevant and may be considered a precursor between aging and the development of dementia in later life. Similarly, the construct of cognitive reserve (CR) is an accepted model of cognitive resilience that may account for individual differences in trajectories of brain aging, mitigating the clinical expression of dementia. Objective: We aim to estimate the role of CR and frailty in moderating the prediction of dementia in the population aged over 80 who are attending an Italian outpatient memory clinic. Methods: Comprehensive Geriatric Assessment, Clinical Frailty Scale (CFS) to screen for frailty, and Cognitive Reserve Index questionnaire (CRIq) to evaluate CR, were used to assess patients systematically. We performed multivariate logistic regression to assess associations with dementia. Model performance and interaction between frailty and cognitive reserve were then evaluated. Results: 166 patients were consecutively enrolled (mean age was 85.7 years old, females composed 68%); 25% had a diagnosis of amnestic mild cognitive impairment, and 75% had a diagnosis of dementia. Multivariate regression analysis showed that CRIq and CFS were the main clinical assessment tools associated with the presence of dementia, even after collinearity adjustment. No significant interaction of CFS*CRIq was found. Conclusions: To our knowledge, this is the first study to investigate the association between CR, frailty, dementia, and their related interacting terms in a real-world population of very old patients. Our findings may suggest that both CR and frailty shape an individual's resilience throughout their lifetime. This may potentially counteract the effects of brain neuropathology, in line with the hypothesis that meaningful associations exist between CR, frailty, and cognition in later life.


Subject(s)
Cognitive Reserve , Dementia , Frailty , Geriatric Assessment , Humans , Cognitive Reserve/physiology , Female , Male , Aged, 80 and over , Dementia/psychology , Dementia/epidemiology , Frailty/psychology , Cognitive Dysfunction/psychology , Neuropsychological Tests , Aging/psychology , Aging/physiology , Frail Elderly/psychology
20.
Alzheimers Dement ; 2024 Sep 10.
Article in English | MEDLINE | ID: mdl-39254221

ABSTRACT

INTRODUCTION: We investigated distinctive factors associated with cognitive reserve (CR) based on education level. METHODS: Among 1247 participants who underwent neuropsychological assessment, amyloid positron emission tomography, and brain magnetic resonance imaging, 336 participants with low education (≤6 years) and 697 with high education (≥12 years) were selected. CR was measured as the difference between the predicted and observed value of cognitive function based on cortical thickness. Multiple linear regression was conducted in each group after controlling for age and sex. RESULTS: In the low-education group, low literacy, long sleep duration(>8 h/day), and diabetes were negatively associated with CR, whereas cognitive and physical activity were positively associated with CR. In the high-education group, cognitive activity was positively related to CR, whereas low literacy, long sleep duration (> 8 h/day), and depression were negatively related to CR. DISCUSSION: This study provides insights into different strategies for enhancing CR based on educational background. HIGHLIGHTS: Factors associated with cognitive reserve (CR) varied according to the education level. Diabetes and physical activity were associated with CR in the low-education group. Depression was related to CR in the high-education group. Low literacy, sleep duration, and cognitive activity were associated with CR in both groups. Dementia-prevention strategies should be tailored according to educational level.

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