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Bell MJ, Sauerteig-Rolston MR, Ferraro KF. Is Early-Life Enrichment Associated With Better Cognitive Function Among Older Adults? Examining Home and School Environments. J Aging Health 2025; 37:156-166. [PMID: 38410953 PMCID: PMC11347713 DOI: 10.1177/08982643241232718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Objectives: We examine whether early-life enrichment, involving varied and stimulating activities to enhance cognitive function during childhood and adolescence, is associated with cognitive function in later life and whether the benefits persist over time. Methods: Growth curve models were used to examine up to five waves of data from the Health and Retirement Study-a nationally representative survey of adults 50 years and older (N = 10,070). We constructed separate measures of early-life enrichment to distinguish sources of influence (i.e., enriched home environment and enriched school environment). Global cognitive function was assessed with a modified version of the Telephone Interview for Cognitive Status. Results: Greater enrichment in each environment was incrementally associated with better cognitive function at baseline, but enrichment was not associated with change in cognitive function over time. Discussion: Receiving enrichment from multiple environments during sensitive periods of cognitive development may be advantageous for cognitive functioning in later life.
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Affiliation(s)
- Mallory J. Bell
- Department of Sociology, Purdue University, West Lafayette, IN, USA
- Center on Aging and the Life Course, Purdue University, West Lafayette, IN, USA
| | - Madison R. Sauerteig-Rolston
- Department of Sociology, Purdue University, West Lafayette, IN, USA
- Center on Aging and the Life Course, Purdue University, West Lafayette, IN, USA
| | - Kenneth F. Ferraro
- Department of Sociology, Purdue University, West Lafayette, IN, USA
- Center on Aging and the Life Course, Purdue University, West Lafayette, IN, USA
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Skoblow HF, Proulx CM, Akpolat R, Palermo F. Early-life socioeconomic position and later-life cognitive functioning: A meta-analysis. Soc Sci Med 2024; 359:117267. [PMID: 39321663 DOI: 10.1016/j.socscimed.2024.117267] [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: 03/22/2024] [Revised: 07/30/2024] [Accepted: 08/22/2024] [Indexed: 09/27/2024]
Abstract
OBJECTIVES This meta-analysis aimed to quantify the association between childhood SEP and later-life cognitive functioning and identify possible moderators. METHOD We conducted random-effects meta-analyses of 39 reports, contributing 49 independent subsamples from 229,824 respondents. Moderators were analyzed using meta-regression and subgroup analyses. RESULTS There was a small, positive correlation between childhood socioeconomic position (SEP) and cognitive functioning in older adulthood across the overall summary effect (r = 0.161), global cognitive functioning (r = 0.183), verbal episodic memory (r = 0.148), verbal fluency (r = 0.196), and processing speed (r = 0.130), but not inhibition (r = 0.058). An older mean sample age was linked with a weaker correlation for the overall summary effect and verbal episodic memory. Higher sample education was a significant moderator for verbal episodic memory only, such that the association between childhood SEP and verbal episodic memory was weaker at higher levels of education. Across all domains, mother's education was more strongly linked with cognitive functioning than other SEP constructs were. There was no significant moderation by gender, national income inequality, study design (whether prospective or retrospective), or the age of the childhood SEP measure (ages 0-4 or 9-15). Minimal publication bias was present. DISCUSSION The socioeconomic conditions of one's childhood are related to cognitive performance in older adulthood. Policymakers should consider legislation and programs to improve circumstances for low-income children and families, particularly those that increase women's educational access, as targets for improving cognitive outcomes in later life.
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Affiliation(s)
- Hanamori F Skoblow
- Department of Human Development and Family Science, University of Missouri, 102 Gwynn Hall, Columbia, MO, 65211, USA.
| | - Christine M Proulx
- Department of Counseling, Human Development and Family Science, University of Vermont, 201 Mann Hall, 208 Colchester Ave, Burlington, VT, 05401, USA
| | - Rahmet Akpolat
- Department of Human Development and Family Science, University of Missouri, 102 Gwynn Hall, Columbia, MO, 65211, USA
| | - Francisco Palermo
- Department of Human Development and Family Science, University of Missouri, 102 Gwynn Hall, Columbia, MO, 65211, USA
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Covey TJ, Shucard JL, Wang X, Gregory MA, Shucard DW. Cognitive skill learning in multiple sclerosis: A meaningful component of the neuropsychological profile. Brain Cogn 2023; 166:105959. [PMID: 36842286 DOI: 10.1016/j.bandc.2023.105959] [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: 08/15/2022] [Revised: 01/31/2023] [Accepted: 02/02/2023] [Indexed: 02/27/2023]
Abstract
Cognitive skill learning (CSL) refers to the capacity to improve performance on specific cognitive operations through repeated practice. We hypothesized that high CSL aptitude may promote accumulation of cognitive reserve, and resiliency to cognitive decline, in people with Multiple Sclerosis (MS). Using an adaptive working memory training paradigm, we obtained CSL aptitude indices (amount of improvement on the training task over time) in MS patients for a single session of practice (25-30 min), and longer-term practice (twenty sessions). Neuropsychological performance was assessed with the Symbol Digit Modalities Test (SDMT), Paced Auditory Serial Addition Test (PASAT), and the Raven's Advanced Progressive Matrices (RAPM). CSL aptitude measures were positively correlated with neuropsychological performance, and had high diagnostic accuracy for classifying cognitive impairment in MS, defined as 1.5 SD below the demographics-corrected normative mean of the SDMT. Positive relationships between CSL aptitude measures and neuropsychological performance tended to be more pronounced for individuals with high estimated cognitive reserve, suggesting that high CSL aptitude is a a factor that promotes the protective effects of cognitive reserve. Furthermore, regression analyses indicated that CSL aptitude is separable from baseline cognitive capacity. The findings suggest that CSL aptitude impacts the neuropsychological profile in MS, and may be a factor underlying variance in cognitive resiliency.
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Affiliation(s)
- Thomas J Covey
- Division of Cognitive and Behavioral Neurosciences, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States; Neuroscience Program, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States.
| | - Janet L Shucard
- Division of Cognitive and Behavioral Neurosciences, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States; Neuroscience Program, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States
| | - Xuedi Wang
- Division of Cognitive and Behavioral Neurosciences, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States; Neuroscience Program, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States
| | - Madeline A Gregory
- Division of Cognitive and Behavioral Neurosciences, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States; Neuroscience Program, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States
| | - David W Shucard
- Division of Cognitive and Behavioral Neurosciences, Department of Neurology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States; Neuroscience Program, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, United States
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Seixas AA, Rajabli F, Pericak-Vance MA, Jean-Louis G, Harms RL, Tarnanas I. Associations of digital neuro-signatures with molecular and neuroimaging measures of brain resilience: The altoida large cohort study. Front Psychiatry 2022; 13:899080. [PMID: 36061297 PMCID: PMC9435312 DOI: 10.3389/fpsyt.2022.899080] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 07/06/2022] [Indexed: 01/08/2023] Open
Abstract
Background Mixed results in the predictive ability of traditional biomarkers to determine cognitive functioning and changes in older adults have led to misdiagnosis and inappropriate treatment plans to address mild cognitive impairment and dementia among older adults. To address this critical gap, the primary goal of the current study is to investigate whether a digital neuro signature (DNS-br) biomarker predicted global cognitive functioning and change over time relative among cognitively impaired and cognitive healthy older adults. The secondary goal is to compare the effect size of the DNS-br biomarker on global cognitive functioning compared to traditional imaging and genomic biomarkers. The tertiary goal is to investigate which demographic and clinical factors predicted DNS-br in cognitively impaired and cognitively healthy older adults. Methods We conducted two experiments (Study A and Study B) to assess DNS for brain resilience (DNS-br) against the established FDG-PET brain imaging signature for brain resilience, based on a 10 min digital cognitive assessment tool. Study A was a semi-naturalistic observational study that included 29 participants, age 65+, with mild to moderate mild cognitive impairment and AD diagnosis. Study B was also a semi-naturalistic observational multicenter study which included 496 participants (213 mild cognitive impairment (MCI) and 283 cognitively healthy controls (HC), a total of 525 participants-cognitively healthy (n = 283) or diagnosed with MCI (n = 213) or AD (n = 29). Results DNS-br total score and majority of the 11 DNS-br neurocognitive subdomain scores were significantly associated with FDG-PET resilience signature, PIB ratio, cerebral gray matter and white matter volume after adjusting for multiple testing. DNS-br total score predicts cognitive impairment for the 80+ individuals in the Altoida large cohort study. We identified a significant interaction between the DNS-br total score and time, indicating that participants with higher DNS-br total score or FDG-PET in the resilience signature would show less cognitive decline over time. Conclusion Our findings highlight that a digital biomarker predicted cognitive functioning and change, which established biomarkers are unable to reliably do. Our findings also offer possible etiologies of MCI and AD, where education did not protect against cognitive decline.
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Affiliation(s)
- Azizi A. Seixas
- Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Farid Rajabli
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Margaret A. Pericak-Vance
- John P. Hussman Institute for Human Genomics, University of Miami Miller School of Medicine, Miami, FL, United States
| | - Girardin Jean-Louis
- Department of Psychiatry and Behavioral Sciences, University of Miami Miller School of Medicine, Miami, FL, United States
| | | | - Ioannis Tarnanas
- Altoida Inc., Washington, DC, United States
- Global Brain Health Institute, Trinity College Dublin, Dublin, Ireland
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Buka SL, Beers LS, Biel MG, Counts NZ, Hudziak J, Parade SH, Paris R, Seifer R, Drury SS. The Family is the Patient: Promoting Early Childhood Mental Health in Pediatric Care. Pediatrics 2022; 149:186907. [PMID: 35503309 PMCID: PMC9847420 DOI: 10.1542/peds.2021-053509l] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/27/2021] [Indexed: 01/21/2023] Open
Abstract
Advances in developmental psychology, child psychiatry, and allied disciplines have pointed to events and experiences in the early years as the origin of many adult mental health challenges. Yet, children's mental health services still largely lack a developmental or prevention-focused orientation, with most referrals to mental health professionals occurring late, once problems are well established. An early childhood mental health system rooted in the principles of life-course health development would take a very different approach to designing, testing, and implementing prevention and intervention strategies directed toward early child mental health. Priorities for such a system include supporting healthy family environments, parent-child and family relationships, parents' emotional/behavioral health, and family routines as a means of providing the best possible neurobiological foundation for mental health across the life span. The system would include proactive, trauma-informed, multidisciplinary care, with integrated mental health and social services support embedded in pediatric primary care settings. Novel intervention approaches in need of further research include 2-generational dyadic interventions designed to improve the mental health of parents and children, mental health-oriented telemedicine, and contingency management (CM) strategies. Integral to this Life Course Health Development reformulation is a commitment by all organizations supporting children to primordial and primary prevention strategies to reduce racial and socioeconomic disparities in all settings. We contend that it is the family, not the individual child, that ought to be the identified target of these redesigned approaches, delivered through a transformed pediatric system with anticipated benefits for multiple health outcomes across the life course.
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Affiliation(s)
- Stephen L. Buka
- Department of Epidemiology, Brown University School of Public Health, Providence, Rhode Island,Address correspondence to Stephen Buka, ScD, Department of Epidemiology, Brown University School of Public Health, 121 South Main St, Providence, RI 02912. E-mail:
| | - Lee S. Beers
- Children’s National Hospital, Washington, District of Columbia,Child Health Advocacy Institute, Washington, District of Columbia
| | - Matthew G. Biel
- Departments of Psychiatry and Pediatrics, Georgetown University School of Medicine, Georgetown University Medical Center, Washington, District of Columbia
| | - Nathaniel Z. Counts
- Mental Health America, Alexandria, Virginia,Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, The Bronx, New York
| | - James Hudziak
- Division of Child Psychiatry, Vermont Center for Children, Youth, and Families, Larner College of Medicine, University of Vermont, Burlington, Vermont
| | - Stephanie H. Parade
- Department of Psychiatry and Human Behavior, Brown University, Providence, Rhode Island,Bradley/Hasbro Children’s Research Center, Bradley Hospital, East Providence, Rhode Island
| | - Ruth Paris
- Boston University School of Social Work, Boston, Massachusetts
| | - Ronald Seifer
- Frank Porter Graham Child Development Institute, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Stacy S. Drury
- Departments of Psychiatry,Pediatrics, Tulane University, New Orleans, Louisiana,Children’s Hospital New Orleans, New Orleans, Louisiana
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Greenfield EA, Reynolds A, Moorman SM. Life course linkages between enriching early-life activities and later life cognition: Evidence from the Wisconsin Longitudinal Study. Soc Sci Med 2022; 294:114673. [PMID: 34974386 PMCID: PMC8821159 DOI: 10.1016/j.socscimed.2021.114673] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Revised: 12/17/2021] [Accepted: 12/18/2021] [Indexed: 02/03/2023]
Abstract
Prior research suggests that participation in enriching early-life activities (EELAs) has long-term benefits for cognitive health and aging. This study aims to examine the life course processes underlying these associations by drawing on theoretical models from life course epidemiology. Specifically, we tested sensitive-period effects, social pathways, and selection effects as potential explanations for linkages between greater participation in EELAs and better later life cognition. We drew on data from the Wisconsin Longitudinal Study (WLS), which is among the longest-running cohort studies in the U.S. that has followed graduates (all identified as non-Hispanic White) from Wisconsin high schools since 1957. We used prospective measures of key variables, including information from high school yearbooks, with assessments of cognitive performance at ages 65 and 72. Results from multilevel modeling indicated that greater participation in cognitively oriented extracurricular activities (but not physically nor socially oriented activities) was associated with both better language/executive functioning and memory at age 65. Although the size of these associations was reduced when accounting for other cognitive resources in adolescence (childhood socioeconomic status and adolescent cognitive ability) and in midlife (adult socioeconomic status and formal group participation), there remained small, yet statistically robust, associations. We did not find robust associations between greater EELA engagement and slower rates of decline in cognition between ages 65 and 72, nor did we find evidence of gender differences. Results suggest that for this cohort of older adults, EELA participation is part of life course "protective chains," whereby exposures to assets at one point in the life course increase the likelihood of subsequent exposures, each sequentially and in their own right, toward better later life cognition. We discuss how results support the importance of policies and practices to promote healthy cognitive development among youth for the long-term cognitive health of a rapidly aging U.S. population.
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Affiliation(s)
- Emily A. Greenfield
- Corresponding author. Telephone number: 732-391-4986.,Rutgers, The State University of New Jersey; 390 George Street; New Brunswick, NJ 08901 U.S
| | - Addam Reynolds
- Rutgers, The State University of New Jersey; 390 George Street; New Brunswick, NJ 08901 U.S
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