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González-Roldán AM, Delgado-Bitata M, Dorado A, Costa da Silva I, Montoya P. Chronic pain and its association with cognitive decline and brain function abnormalities in older adults: Insights from EEG and neuropsychological assessment. Neurobiol Aging 2025; 150:172-181. [PMID: 40147351 DOI: 10.1016/j.neurobiolaging.2025.03.009] [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: 05/22/2024] [Revised: 03/12/2025] [Accepted: 03/13/2025] [Indexed: 03/29/2025]
Abstract
Studies examining the interplay between chronic pain, cognitive function, and functional brain abnormalities in older adults are scarce. To address this gap, we administered a series of neuropsychological tests and recorded electroencephalography (EEG) data during resting-state conditions in 26 older adults with chronic pain (CPOA), 30 pain-free older adults (OA), and 31 younger adults (YA). CPOA demonstrated poorer performance compared to OA on the Stroop test, the Wisconsin Card Sorting Test (WCST) and Digit Span. Both groups of older adults exhibited higher beta activity compared to younger adults, with CPOA displaying particularly elevated beta-2 activity localized in the posterior cingulate cortex compared to OA. Correlational analyses indicated that in CPOA participants, heightened beta activity was linked to decreased performance on the WCST. Conversely, in OA, we observed a positive correlation between beta activity and performance on the WCST. Overall, our findings suggest that the cumulative impact of pain in aging would diminish the effectiveness of the functional compensatory mechanisms that occur during healthy aging, exacerbating cognitive decline.
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Affiliation(s)
- A M González-Roldán
- Cognitive and Affective Neuroscience and Clinical Psychology, Research Institute of Health Sciences (IUNICS) and Balearic Islands Health Research Institute (IdISBa), University of the Balearic Islands (UIB), Palma, Spain.
| | - M Delgado-Bitata
- Cognitive and Affective Neuroscience and Clinical Psychology, Research Institute of Health Sciences (IUNICS) and Balearic Islands Health Research Institute (IdISBa), University of the Balearic Islands (UIB), Palma, Spain
| | - A Dorado
- Cognitive and Affective Neuroscience and Clinical Psychology, Research Institute of Health Sciences (IUNICS) and Balearic Islands Health Research Institute (IdISBa), University of the Balearic Islands (UIB), Palma, Spain
| | - I Costa da Silva
- Cognitive and Affective Neuroscience and Clinical Psychology, Research Institute of Health Sciences (IUNICS) and Balearic Islands Health Research Institute (IdISBa), University of the Balearic Islands (UIB), Palma, Spain
| | - P Montoya
- Cognitive and Affective Neuroscience and Clinical Psychology, Research Institute of Health Sciences (IUNICS) and Balearic Islands Health Research Institute (IdISBa), University of the Balearic Islands (UIB), Palma, Spain
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2
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Rysop AU, Williams KA, Schmitt LM, Meinzer M, Obleser J, Hartwigsen G. Aging modulates large-scale neural network interactions during speech comprehension. Neurobiol Aging 2025; 150:109-121. [PMID: 40088622 DOI: 10.1016/j.neurobiolaging.2025.02.005] [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: 09/18/2024] [Revised: 01/22/2025] [Accepted: 02/19/2025] [Indexed: 03/17/2025]
Abstract
Speech comprehension in noisy environments constitutes a critical challenge in everyday life and affects people of all ages. This challenging listening situation can be alleviated using semantic context to predict upcoming words (i.e., predictability gain)-a process associated with the domain-specific semantic network. When no such context can be used, speech comprehension in challenging listening conditions relies on cognitive control functions, underpinned by domain-general networks. Most previous studies focused on regional activity of pre-selected cortical regions or networks in healthy young listeners. Thus, it remains unclear how domain-specific and domain-general networks interact during speech comprehension in noise and how this may change across the lifespan. Here, we used correlational psychophysiological interaction (cPPI) to investigate functional network interactions during sentence comprehension under noisy conditions with varying predictability in healthy young and older listeners. Relative to young listeners, older adults showed increased task-related activity in several domain-general networks but reduced between-network connectivity. Across groups, higher predictability was associated with increased positive coupling between semantic and attention networks and increased negative coupling between semantic and control networks. These results highlight the complex interplay between the semantic network and several domain-general networks underlying the predictability gain. The observed differences in connectivity profiles with age inform the current debate on whether age-related changes in neural activity and functional connectivity reflect compensation or dedifferentiation.
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Affiliation(s)
- Anna Uta Rysop
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany; Research Group Cognition and Plasticity, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstrasse 1a, Leipzig 04103, Germany.
| | - Kathleen Anne Williams
- Research Group Cognition and Plasticity, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstrasse 1a, Leipzig 04103, Germany; Wilhelm Wundt Institute for Psychology, Leipzig University, Germany
| | - Lea-Maria Schmitt
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, Kapittelweg 29, Nijmegen 6525 EN, the Netherlands
| | - Marcus Meinzer
- Department of Neurology, University Medicine Greifswald, Greifswald, Germany
| | - Jonas Obleser
- Department of Psychology, University of Lübeck, Ratzeburger Allee 160, Lübeck 23562, Germany; Center of Brain, Behavior and Metabolism, University of Lübeck, Ratzeburger Allee 160, Lübeck 23562, Germany
| | - Gesa Hartwigsen
- Research Group Cognition and Plasticity, Max Planck Institute for Human Cognitive and Brain Sciences, Stephanstrasse 1a, Leipzig 04103, Germany; Wilhelm Wundt Institute for Psychology, Leipzig University, Germany.
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3
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Guo H, Liu YX, Li Y, Guo QL, Hao ZP, Yang YL, Wei J. Self-organizing dynamic research based on phase coherence graph autoencoders: Analysis of brain metastable states across the lifespan. Neuroimage 2025; 310:121119. [PMID: 40049301 DOI: 10.1016/j.neuroimage.2025.121119] [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: 10/11/2024] [Revised: 02/21/2025] [Accepted: 03/04/2025] [Indexed: 03/14/2025] Open
Abstract
The development of the human brain is a complex, lifelong process during which collective behaviors of neurons exhibit self-organizing dynamics. Metastable states play a crucial role in understanding the complex dynamical mechanisms of the brain, and analyzing them helps to reveal the mechanisms of functional changes in the brain throughout development and aging. Specifically, global metastable state provides a overall perspective on the flexibility of brain reorganization, while the evolution trajectories of transient functional patterns capture detailed changes in brain activity. The leading eigenvector dynamics analysis (LEiDA) method significantly reduces the dimensionality of data and is widely used to capture the temporal trajectory characteristics of transient functional patterns, i.e., metastable brain states. However, LEiDA's linear dimensionality reduction of high-dimensional raw brain data may overlook non-linear information and lose some relationships between features. We developed a framework based on Phase Coherence Graph Autoencoder (PCGAE) that employs graph autoencoders (GAE) for non-linear dimensionality reduction of phase coherence matrices. This approach clusters to identify more distinct metastable brain states and is applied to the analysis of resting-state functional magnetic resonance imaging (rs-fMRI) data across the human lifespan. This paper investigates age-related differences and continuity changes from different perspectives: metastable state indicators and state trajectory indicators (occurrence probability, lifetime, and state transition metrics). Global metastable state shows a linear decline with age, while both linear and quadratic effects of age-related changes are observed in detailed state metastable and state trajectory indicators. Finally, the proposed feature extraction scheme demonstrates good classification performance for categorizing brain age groups. These findings can help us understand the self-organizing reorganization characteristics associated with aging and their complex dynamic changes, providing new insights into brain development throughout the entire lifespan.
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Affiliation(s)
- Hao Guo
- College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan 030024, China
| | - Yu-Xuan Liu
- College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan 030024, China
| | - Yao Li
- School of Software, Taiyuan University of Technology, Taiyuan 030024, China
| | - Qi-Li Guo
- College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan 030024, China
| | - Zhi-Peng Hao
- College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan 030024, China
| | - Yan-Li Yang
- College of Computer Science and Technology, Taiyuan University of Technology, Taiyuan 030024, China.
| | - Jing Wei
- School of Information, Shanxi University of Finance and Economics, Taiyuan 030024, China.
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Moore IL, Smith DE, Long NM. Mnemonic brain state engagement is diminished in healthy aging. Neurobiol Aging 2025; 151:76-88. [PMID: 40245780 DOI: 10.1016/j.neurobiolaging.2025.03.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 03/13/2025] [Accepted: 03/26/2025] [Indexed: 04/19/2025]
Abstract
Healthy older adults typically show impaired episodic memory - memory for when and where an event occurred. This selective episodic memory deficit may arise from differential engagement in the retrieval state, a brain state in which attention is focused internally in an attempt to access prior knowledge, and the encoding state, a brain state which supports the formation of new memories and that trades off with the retrieval state. We hypothesize that older adults are biased toward a retrieval state. We recorded scalp electroencephalography while young, middle-aged and older adults performed a memory task in which they were explicitly directed to either encode or retrieve on a given trial. We used multivariate pattern analysis of spectral activity to decode retrieval vs. encoding state engagement. We find that whereas all age groups can follow task demands to selectively engage in encoding or retrieval, mnemonic brain state engagement is diminished for older adults relative to young and middle-aged adults. These findings suggest that differential mnemonic state engagement may underlie age-related memory changes.
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Affiliation(s)
- Isabelle L Moore
- Department of Psychology, University of Virginia, 485 McCormick Road, Charlottesville, VA, 22904, USA.
| | - Devyn E Smith
- Department of Psychology, University of Virginia, 485 McCormick Road, Charlottesville, VA, 22904, USA
| | - Nicole M Long
- Department of Psychology, University of Virginia, 485 McCormick Road, Charlottesville, VA, 22904, USA.
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López-Rodriguez R, Ring C, Díaz-García J. The Detrimental Effects of Mental Fatigue on Cognitive and Physical Performance in Older Adults Are Accentuated by Age and Attenuated by Habitual Physical Activity. J Aging Phys Act 2025:1-12. [PMID: 40185479 DOI: 10.1123/japa.2024-0227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2024] [Revised: 01/09/2025] [Accepted: 03/01/2025] [Indexed: 04/07/2025]
Abstract
OBJECTIVE Our research objectives were to evaluate the extent to which cognitive and physical performance in older adults, when fresh, and when fatigued vary with age and habitual physical activity. METHODS We employed experimental study designs, with between- (Study 1: age: 51-64 and 65-80 years and Study 2: habitual physical activity: active and sedentary) and within-participants factors (Study 1: test: before cognitive task and after cognitive task and Study 2: session: fatigue and control and test: before and after cognitive task). In testing sessions, participants performed exercise (6-min walk, 30-s sit stand, and 30-s arm curl) and cognitive (response inhibition and vigilance) tasks before and after a 20-min demanding cognitive task (time load dual back [TLDB] task). In Study 2, participants completed a paced breathing task (control session) as well as the TLDB (fatigue session). Ratings of mental fatigue and exercise-related perceived exertion were obtained. RESULTS The 20-min TLDB task elicited a state of mental fatigue. Cognitive and physical performance was worse after than before the TLDB task. These impairments in performance were moderated by age (Study 1) and habitual physical activity (Study 2). CONCLUSION The deleterious effects of mental fatigue on cognitive and physical performance were accentuated by aging and attenuated by habitual physical activity. IMPLICATIONS Cognitive and/or physical training could mitigate the negative effects of mental fatigue on performance in older adults.
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Affiliation(s)
| | - Christopher Ring
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Jesús Díaz-García
- Faculty of Sport Sciences, University of Extremadura, Cáceres, Spain
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Merenstein JL, Zhao J, Madden DJ. Depthwise cortical iron relates to functional connectivity and fluid cognition in healthy aging. Neurobiol Aging 2025; 148:27-40. [PMID: 39893877 DOI: 10.1016/j.neurobiolaging.2025.01.006] [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] [Received: 06/27/2024] [Revised: 11/28/2024] [Accepted: 01/08/2025] [Indexed: 02/04/2025]
Abstract
Age-related differences in fluid cognition have been associated with both the merging of functional brain networks, defined from resting-state functional magnetic resonance imaging (rsfMRI), and with elevated cortical iron, assessed by quantitative susceptibility mapping (QSM). Limited information is available, however, regarding the depthwise profile of cortical iron and its potential relation to functional connectivity. Here, using an adult lifespan sample (n = 138; 18-80 years), we assessed relations among graph theoretical measures of functional connectivity, column-based depthwise measures of cortical iron, and fluid cognition (i.e., tests of memory, perceptual-motor speed, executive function). Increased age was related both to less segregated functional networks and to increased cortical iron, especially for superficial depths. Functional network segregation mediated age-related differences in memory, whereas depthwise iron mediated age-related differences in general fluid cognition. Lastly, higher mean parietal iron predicted lower network segregation for adults younger than 45 years of age. These findings suggest that functional connectivity and depthwise cortical iron have distinct, complementary roles in the relation between age and fluid cognition in healthy adults.
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Affiliation(s)
- Jenna L Merenstein
- Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC 27710, USA.
| | - Jiayi Zhao
- Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC 27710, USA
| | - David J Madden
- Brain Imaging and Analysis Center, Duke University Medical Center, Durham, NC 27710, USA; Department of Psychiatry and Behavioral Sciences, Duke University Medical Center, Durham, NC 27710, USA; Center for Cognitive Neuroscience, Duke University, Durham, NC 27708, USA
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Deschwanden PF, Hotz I, Mérillat S, Jäncke L. Functional connectivity-based compensation in the brains of non-demented older adults and the influence of lifestyle: A longitudinal 7-year study. Neuroimage 2025; 308:121075. [PMID: 39914511 DOI: 10.1016/j.neuroimage.2025.121075] [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: 11/13/2024] [Revised: 01/16/2025] [Accepted: 02/03/2025] [Indexed: 02/09/2025] Open
Abstract
INTRODUCTION The aging brain is characterized by structural decline and functional connectivity changes towards dedifferentiation, leading to cognitive decline. To some degree, the brain can compensate for structural deterioration. In this study, we aim to answer two questions: Where can we detect longitudinal functional connectivity-based compensation in the brains of cognitively healthy older adults? Can lifestyle predict the strength of this functional compensation? METHODS Using longitudinal data from 228 cognitively healthy older adults, we analyzed five measurement points over 7 years. Network-based statistics and latent growth modeling were employed to examine changes in structural and functional connectivity, as well as potential functional compensation for declines in processing speed and memory. Random forest and linear regression were used to predict the amplitude of compensation based on demographic, biological, and lifestyle factors. RESULTS Both functional and structural connectivity showed increases and decreases over time, depending on the specific connection and measure. Increased functional connectivity of 27 connections was linked to smaller declines in cognition. Five of those connections showed simultaneous decreases in fractional anisotropy, indicating direct compensation. The degree of compensation depended on the type of compensation and the cognitive ability, with demographic, biological, and lifestyle factors explaining 3.4-8.9% of the variance. CONCLUSIONS There are widespread changes in structural and functional connectivity in older adults. Despite the trend of dedifferentiation in functional connectivity, we detected both direct and indirect compensatory subnetworks that mitigated the decline in cognitive performance. The degree of compensation was influenced by demographic, biological, and lifestyle factors.
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Affiliation(s)
- Pascal Frédéric Deschwanden
- University Research Priority Program "Dynamics of Healthy Aging", University of Zurich, Stampfenbachstrasse 73, Zurich CH-8006, Switzerland.
| | - Isabel Hotz
- University Research Priority Program "Dynamics of Healthy Aging", University of Zurich, Stampfenbachstrasse 73, Zurich CH-8006, Switzerland
| | - Susan Mérillat
- University Research Priority Program "Dynamics of Healthy Aging", University of Zurich, Stampfenbachstrasse 73, Zurich CH-8006, Switzerland; Healthy Longevity Center, University of Zurich, Stampfenbachstrasse 73, Zurich CH-8006, Switzerland
| | - Lutz Jäncke
- University Research Priority Program "Dynamics of Healthy Aging", University of Zurich, Stampfenbachstrasse 73, Zurich CH-8006, Switzerland
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Perez DC, Hernandez JJ, Wulfekuhle G, Gratton C. Variation in brain aging: A review and perspective on the utility of individualized approaches to the study of functional networks in aging. Neurobiol Aging 2025; 147:68-87. [PMID: 39709668 PMCID: PMC11793866 DOI: 10.1016/j.neurobiolaging.2024.11.010] [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] [Received: 02/28/2024] [Revised: 11/15/2024] [Accepted: 11/26/2024] [Indexed: 12/24/2024]
Abstract
Healthy aging is associated with cognitive decline across multiple domains, including executive function, memory, and attention. These cognitive changes can often influence an individual's ability to function and quality of life. However, the degree to which individuals experience cognitive decline, as well as the trajectory of these changes, exhibits wide variability across people. These cognitive abilities are thought to depend on the coordinated activity of large-scale networks. Like behavioral effects, large variation can be seen in brain structure and function with aging, including in large-scale functional networks. However, tracking this variation requires methods that reliably measure individual brain networks and their changes over time. Here, we review the literature on age-related cognitive decline and on age-related differences in brain structure and function. We focus particularly on functional networks and the individual variation that exists in these measures. We propose that novel individual-centered fMRI approaches can shed new light on patterns of inter- and intra-individual variability in aging. These approaches may be instrumental in understanding the neural bases of cognitive decline.
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Affiliation(s)
- Diana C Perez
- Department of Psychology, Northwestern University, Evanston, IL, USA.
| | - Joanna J Hernandez
- Department of Psychology, Northwestern University, Evanston, IL, USA; Department of Psychology, Harvard University, Cambridge, MA, USA
| | - Gretchen Wulfekuhle
- Department of Psychology, Florida State University, Tallahassee, FL, USA; University of North Carolina, Chapel Hill, NC, USA
| | - Caterina Gratton
- Department of Psychology, Northwestern University, Evanston, IL, USA; Department of Psychology, Florida State University, Tallahassee, FL, USA; University of Illinois Urbana-Champaign, Champaign, IL, USA
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Suárez-Pellicioni M, McDonough IM. Separating neurocognitive mechanisms of maintenance and compensation to support financial ability in middle-aged and older adults: The role of language and the inferior frontal gyrus. Arch Gerontol Geriatr 2025; 130:105705. [PMID: 39616875 DOI: 10.1016/j.archger.2024.105705] [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: 09/23/2024] [Revised: 11/13/2024] [Accepted: 11/24/2024] [Indexed: 01/11/2025]
Abstract
This study investigated the role of brain regions involved in arithmetic processing in explaining individual differences in financial ability in 67 50-74-year-old cognitively normal adults. Structural integrity and resting-state functional connectivity measures were collected in the MRI scanner. Outside the scanner, participants performed financial ability and other cognitive tasks, and answered questionnaires to determine dementia risk, and financial risk and protective factors. Regions of interest involved in arithmetic processing were defined, focusing on language- and quantity-processing areas in temporo-frontal and parieto-frontal cortices, respectively. Our results showed that structural integrity and functional connectivity in brain regions associated with arithmetic retrieval were positively associated with financial ability, with language skill mediating left IFG structural integrity and financial ability. Connectivity patterns suggested that reliance on quantity mechanisms (i.e. calculation) was associated with poorer financial ability. Analyses revealed that reliance on these brain mechanisms did not depend on participants' age or risk of dementia and that protective factors such as household income or financial literacy supported the maintenance of connectivity related to financial abilities.
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Affiliation(s)
- Macarena Suárez-Pellicioni
- Department of Educational Studies in Psychology, Research Methodology, and Counseling, The University of Alabama, BOX 870348, Tuscaloosa, AL 35487, USA
| | - Ian M McDonough
- Department of Psychology, Binghamton University, 4400 Vestal Parkway East, Binghamton, NY 13902, USA.
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Pelegrini LNDC, Casemiro FG, Bregola A, Ottaviani AC, Pavarini SCI. Performance of older adults in a digital change detection task: The role of heterogeneous education. APPLIED NEUROPSYCHOLOGY. ADULT 2025; 32:529-537. [PMID: 36966732 DOI: 10.1080/23279095.2023.2189520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/28/2023]
Abstract
The influence of education on traditional paper-and-pen cognitive assessments is widely reported. However, a minimal amount of evidence is available regarding the role of education in digital tasks. This study aimed to compare the performance of older adults with different educational attainment in a digital change detection task, as well as to relate their performance on the digital task and traditional paper-based tests. Participants (n = 180) were recruited in primary health care settings from a countryside city in the state of Sao Paulo-Brazil and were assigned to three different groups according to their educational background. Traditional paper-based neuropsychological instruments (i.e., ACE-R, Digit Span, Bells test) were used in addition to a digital change detection task. There was no difference in reaction time on the change detection task between the groups; however, participants with higher educational levels performed better than illiterates or lower education groups. The digital test was correlated to ACE-R total score as well as to its language domain. Our results suggested that the performance in the digital task was different for older adults with heterogeneous educational attainment. Technology is a promising pathway in cognitive assessment, and education should be considered in the interpretation of the results.
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Affiliation(s)
| | | | - Allan Bregola
- Department of Gerontology, Federal University of São Carlos, São Carlos, Brazil
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11
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Dorado A, Sitges C, van der Meulen M, González-Roldán AM. Impaired somatosensory habituation in older adults with chronic pain during an affective oddball task. Eur J Pain 2025; 29:e4732. [PMID: 39290200 DOI: 10.1002/ejp.4732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 09/05/2024] [Accepted: 09/08/2024] [Indexed: 09/19/2024]
Abstract
BACKGROUND Chronic pain is one of the most common health conditions among older adults, triggering various disruptions in information processing across attentional, emotional, and somatosensory domains. However, there is insufficient information about how these aspects interact and their potential contribution to the vulnerability of older adults to chronic pain. This study aimed to investigate potential alterations induced by chronic pain during aging in attentional aspects of tactile stimulation and to observe the influence of affective context. METHOD Twenty-six older adults with chronic pain (70.00 ± 5.07 years; 11 males), 28 pain-free older adults (69.57 ± 3.96 years; 13 males) and 27 healthy younger adults (21.48 ± 1.80 years; 14 males) participated in the study. We compared the somatosensory evoked potentials elicited by frequent and deviant stimulation (probability 14%) applied when participants were viewing blocks of pleasant, unpleasant, and neutral images from the International Affective Picture System. RESULTS During frequent stimulation, older adults with chronic pain showed higher P50 and N100 amplitudes compared to pain-free older adults and younger individuals. Furthermore, the older group with pain exhibited higher P300 amplitude during emotional contexts compared to neutral scenarios. During deviant stimulation, older adults with chronic pain exhibited higher P50 and N100 amplitudes compared to pain-free older adults but displayed typical age-related flattening during P300. CONCLUSIONS These findings indicate that chronic pain leads to a decline in the ability to habituate to non-painful irrelevant somatosensory stimuli, especially when it is presented in an emotional context. SIGNIFICANCE STATEMENT In the present study, we have observed how older individuals suffering from chronic pain exhibit a decline in the habituation capacity of irrelevant somatosensory information. Furthermore, we have observed how the affective context in which these individuals are situated leads to an exacerbation of this deficit. Enhancing our comprehension of how aging and chronic pain interact to impact somatosensory processing could facilitate the tailoring of novel intervention strategies.
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Affiliation(s)
- Alejandro Dorado
- Cognitive and Affective Neuroscience and Clinical Psychology, Research Institute of Health Sciences (IUNICS) and Balearic Islands Health Research Institute (IdISBa), University of the Balearic Islands (UIB), Palma, Spain
| | - Carolina Sitges
- Cognitive and Affective Neuroscience and Clinical Psychology, Research Institute of Health Sciences (IUNICS) and Balearic Islands Health Research Institute (IdISBa), University of the Balearic Islands (UIB), Palma, Spain
| | - Marian van der Meulen
- Institute of Health and Behaviour, Department of Behavioural and Cognitive Sciences, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Ana M González-Roldán
- Cognitive and Affective Neuroscience and Clinical Psychology, Research Institute of Health Sciences (IUNICS) and Balearic Islands Health Research Institute (IdISBa), University of the Balearic Islands (UIB), Palma, Spain
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12
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Guo SJ, Wang P, Cao LZ, Li HJ. The unity/diversity framework of executive functions: behavioral and neural evidence in older adults. GeroScience 2025:10.1007/s11357-025-01542-8. [PMID: 39890745 DOI: 10.1007/s11357-025-01542-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2024] [Accepted: 01/20/2025] [Indexed: 02/03/2025] Open
Abstract
Executive functions (EFs), encompassing inhibition, shifting, and updating as three fundamental subdomains, are typically characterized by a unity/diversity construct. However, given the dedifferentiation trend observed in aging, it remains controversial whether the construct of EFs in older adults becomes unidimensional or maintains unity/diversity. This study aims to explore and validate the construct of EFs in older adults. At the behavioral level, we conducted confirmatory factor analysis on data from 222 older adults who completed six tasks specifically targeting inhibition, shifting, and updating. One unidimensional model and six unity/diversity models of EFs were evaluated. Our results indicated that the EFs of older adults demonstrated greater congruence with the unity/diversity construct. At neural level, thirty older adults completed three thematically consistent fMRI tasks, targeting three subdomains of EFs respectively. Multivariate pattern analysis showed that rostromedial prefrontal cortex robustly showed similar neural representation across different tasks (unity). Meanwhile, the three EF domains were encoded by distinct global neural representation and the lateral prefrontal cortex play a crucial role in classification (diversity). These findings underscore the unity/diversity framework of EFs in older adults and offer important insights for designing interventions aimed at improving EFs in this population.
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Affiliation(s)
- Sheng-Ju Guo
- State Key Laboratory of Cognitive Science and Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Ping Wang
- State Key Laboratory of Cognitive Science and Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Li-Zhi Cao
- School of Medical Technology, Beijing Institute of Technology, Beijing, 100081, China
| | - Hui-Jie Li
- State Key Laboratory of Cognitive Science and Mental Health, Institute of Psychology, Chinese Academy of Sciences, Beijing, 100101, China.
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, 100049, China.
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Thovinakere N, Ghosh SS, Itturia-Medina Y, Geddes MR. Social Determinants of Health and Functional Brain Connectivity Predict Long-Term Physical Activity in Older Adults with a New Cardiovascular Diagnosis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2024.09.30.24314678. [PMID: 39830285 PMCID: PMC11741470 DOI: 10.1101/2024.09.30.24314678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
Background Physical activity is essential for preventing cognitive decline, stroke and dementia in older adults. A new cardiovascular diagnosis offers a critical window for positive lifestyle changes. However, sustaining physical activity behavior change remains challenging and the underlying mechanisms are poorly understood. Methods To identify the neural, behavioral and contextual predictors of successful longer-term behavior change after a new cardiovascular diagnosis, we used support vector machine learning to predict changes in moderate-to-vigorous physical activity over four years in 295 cognitively unimpaired older adults from the UK Biobank, testing three models that incorporated baseline: (i) demographic, cognitive, and contextual factors, (ii) baseline resting-state functional connectivity alone, and (iii) combined multimodal features across all predictors. Results The combined multi-modal model had the highest predictive power (r=0.28, p=0.001). Key predictors included greenspace access, social support, retirement status, executive function, and between-network functional connectivity within the default mode, frontoparietal control and salience/ventral attention networks. Conclusions These findings underscore the importance of social and structural determinants of health and uncover neural mechanisms that may support lifestyle modifications. In addition to furthering our understanding of the mechanisms underlying successful physical activity behavior change, these findings help to guide the design of interventions and health policy with the ultimate goal of preventing cardiovascular disease burden and late-life cognitive decline.
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Affiliation(s)
- Nagashree Thovinakere
- The Neuro, Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, QC, Canada
- Rotman Research Institute, University of Toronto, Toronto, Canada
| | - Satrajit S. Ghosh
- Program in Speech and Hearing Bioscience and Technology, Harvard Medical School, Boston, MA, USA
- Department of Otolaryngology-Head and Neck Surgery, Harvard Medical School, Boston, MA, USA
- McGovern Institute for Brain Research, MIT, Cambridge, MA, USA
| | - Yasser Itturia-Medina
- The Neuro, Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, QC, Canada
- McConnell Brain Imaging Centre (BIC), MNI, Faculty of Medicine, McGill University, Montreal, QC, Canada
- Ludmer Centre for Neuroinformatics & Mental Health, Montreal, Canada
| | - Maiya R. Geddes
- The Neuro, Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, QC, Canada
- Rotman Research Institute, University of Toronto, Toronto, Canada
- McGovern Institute for Brain Research, MIT, Cambridge, MA, USA
- McConnell Brain Imaging Centre (BIC), MNI, Faculty of Medicine, McGill University, Montreal, QC, Canada
- Centre for Studies in the Prevention of Alzheimer’s Disease, Douglas Mental Health Institute, McGill University, Montreal, QC, Canada
- McGill University Research Centre for Studies in Aging, McGill University, Montreal, QC, Canada
- Department of Psychology, Northeastern University, Boston, MA, USA
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14
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Deng M, Lv J, Guo C, Yang Y, Song H, Wang Z, Yu M. Health locus of control and associated factors among community-dwelling older adults: a cross-sectional descriptive study. Psychogeriatrics 2025; 25:e13228. [PMID: 39814076 DOI: 10.1111/psyg.13228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 11/06/2024] [Accepted: 11/30/2024] [Indexed: 01/18/2025]
Abstract
BACKGROUND To know the level of health locus of control (HLC) and investigate the factors associated with HLC among community-dwelling older adults. METHOD A total of 470 older adults completed the Multidimensional Health Locus of Control Scale, the Activities of Daily Living Scale, the Geriatric Depression Scale, and the Lubben Social Network Scale. Hierarchical multiple regression was used to explore the factors associated with HLC. RESULTS Gender, marital status, income and the number of chronic diseases were associated with internal HLC; age, educational level, income, activities of daily living and social networks were associated with powerful others HLC; social networks were associated with chance HLC (P < 0.05). CONCLUSION As modifiable factors, physical function and social support are essential for improving HLC in older adults and interventional programs aiming at changing them could help older adults maintain acceptable levels of HLC.
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Affiliation(s)
- Mengying Deng
- School of Nursing, Peking University, Beijing, People's Republic of China
| | - Jinghong Lv
- School of Nursing, Peking University, Beijing, People's Republic of China
| | - Chenming Guo
- School of Nursing, Peking University, Beijing, People's Republic of China
| | - Yufan Yang
- School of Nursing, Peking University, Beijing, People's Republic of China
| | - Hongdan Song
- School of Nursing, Peking University, Beijing, People's Republic of China
| | - Zhiwen Wang
- School of Nursing, Peking University, Beijing, People's Republic of China
| | - Mingming Yu
- School of Nursing, Peking University, Beijing, People's Republic of China
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15
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Banjac S, Baciu M. Unveiling the hemispheric specialization of language: Organization and neuroplasticity. HANDBOOK OF CLINICAL NEUROLOGY 2025; 208:351-365. [PMID: 40074406 DOI: 10.1016/b978-0-443-15646-5.00008-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2025]
Abstract
The advancements in understanding hemispheric specialization of language (HSL) have been following two primary avenues: the development of neuroimaging techniques and the study of its reorganizations in patients with various neuropathologic conditions. Hence, the objectives of this chapter are twofold. First, to provide an overview of the key neuroimaging techniques employed to investigate HSL, along with the notable findings derived from them in the healthy population. Second, it focuses on the reorganization of HSL in physiologic (healthy aging) and pathologic (poststroke aphasia and temporal lobe epilepsy) conditions. The chapter emphasizes the importance of employing multimodal methodologies to comprehend the complex relationship between underlying HSL mechanisms affected by disease and resulting language impairments. Combining the neuroimaging techniques can help us understand how different characteristics of language networks combine into general mechanisms that support their plasticity. Nevertheless, it highlights the need for standardized HSL metrics, as the absence of such metrics poses challenges in synthesizing findings across studies. Additionally, while HSL findings are being accumulated, albeit multimodal, there is a lack of integration within a robust theoretical framework. In conclusion, there is a need for novel models acknowledging multimodal aspects of HSL while positioning it within the context of other cognitive functions.
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Affiliation(s)
- Sonja Banjac
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LPNC, Grenoble, France
| | - Monica Baciu
- Université Grenoble Alpes, Université Savoie Mont Blanc, CNRS, LPNC, Grenoble, France.
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16
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Hughes C, Pehlivanoglu D, Heemskerk A, Polk R, Turner GR, Ebner NC, Spreng RN. Age Differences in Mental State Inference of Sarcasm: Contributions of Facial Emotion Recognition and Cognitive Performance. J Gerontol B Psychol Sci Soc Sci 2024; 80:gbae188. [PMID: 39533851 PMCID: PMC11672109 DOI: 10.1093/geronb/gbae188] [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] [Received: 05/07/2024] [Indexed: 11/16/2024] Open
Abstract
OBJECTIVES Older age is associated with poorer ability to accurately infer mental states, but some mental states are more complex than others. Sarcasm is a complex mental state because the literal and intended meaning of a speaker's words are in opposition. Individuals must rely on additional cues (e.g., facial expressions, intonation) for accurate inference. We hypothesized that understanding of sarcastic versus sincere exchanges would be more sensitive to age-related difficulty in mental state understanding. METHODS We examined accuracy at identifying sarcasm among 263 adults (ages 18-90 years) using videos of social interactions in The Awareness of Social Inference Test. Hypotheses were tested using a logistic linear mixed effects model predicting correct/incorrect trial-level responses. To characterize why sarcasm differed with age, we measured 2 abilities commonly implicated in mental state understanding: facial emotion recognition and cognitive performance. RESULTS Sarcasm understanding declined with age, whereas understanding of sincere exchanges did not. Both better emotion recognition and cognitive performance related to better understanding of sarcastic but not sincere exchanges. Only cognitive performance showed an age-related effect such that the cognitive performance among the oldest participants facilitated their understanding of both sarcastic and sincere exchanges. DISCUSSION We showed that individual variation related to age and social and cognitive performance is more pronounced when the use of multiple mental state cues is more (sarcasm) or less (sincerity) necessary for accurate understanding of social interactions. Naturalistic paradigms involving multiple mental state cues can address important questions about how older adults make decisions in the real world.
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Affiliation(s)
- Colleen Hughes
- Psychological and Brain Sciences Department, Indiana University, Bloomington, Indiana, USA
| | - Didem Pehlivanoglu
- Department of Psychology, University of Florida, Gainesville, Florida, USA
| | - Amber Heemskerk
- School of Interdisciplinary Forensics, Arizona State University, Phoenix, Arizona, USA
| | - Rebecca Polk
- Department of Psychology, University of Florida, Gainesville, Florida, USA
| | - Gary R Turner
- Department of Psychology, York University, Toronto, Ontario, Canada
| | - Natalie C Ebner
- Department of Psychology, University of Florida, Gainesville, Florida, USA
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, Florida, USA
| | - R Nathan Spreng
- Montreal Neurological Institute, McGill University, Montreal, Quebec, Canada
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17
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Guichet C, Roger É, Attyé A, Achard S, Mermillod M, Baciu M. Midlife dynamics of white matter architecture in lexical production. Neurobiol Aging 2024; 144:138-152. [PMID: 39357455 DOI: 10.1016/j.neurobiolaging.2024.09.013] [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: 02/09/2024] [Revised: 09/20/2024] [Accepted: 09/21/2024] [Indexed: 10/04/2024]
Abstract
We aimed to examine the white matter changes associated with lexical production difficulties, beginning in midlife with increased naming latencies. To delay lexical production decline, middle-aged adults may rely on domain-general and language-specific compensatory mechanisms proposed by the LARA model (Lexical Access and Retrieval in Aging). However, the white matter changes supporting these mechanisms remains largely unknown. Using data from the CAMCAN cohort, we employed an unsupervised and data-driven methodology to examine the relationships between diffusion-weighted imaging and lexical production. Our findings indicate that midlife is marked by alterations in brain structure within distributed dorsal, ventral, and anterior cortico-subcortical networks, marking the onset of lexical production decline around ages 53-54. Middle-aged adults may initially adopt a "semantic strategy" to compensate for lexical production challenges, but this strategy seems compromised later (ages 55-60) as semantic control declines. These insights underscore the interplay between domain-general and language-specific processes in the trajectory of lexical production performance in healthy aging and hint at potential biomarkers for language-related neurodegenerative pathologies.
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Affiliation(s)
- Clément Guichet
- Univ. Grenoble Alpes, CNRS LPNC UMR 5105, Grenoble 38000, France
| | - Élise Roger
- Institut Universitaire de Gériatrie de Montréal, Communication and Aging Lab, Montreal, Quebec, Canada; Faculty of Medicine, University of Montreal, Montreal, Quebec, Canada
| | | | - Sophie Achard
- Univ. Grenoble Alpes, CNRS, Inria, Grenoble INP, LJK, Grenoble 38000, France
| | | | - Monica Baciu
- Univ. Grenoble Alpes, CNRS LPNC UMR 5105, Grenoble 38000, France; Neurology Department, CMRR, Grenoble Hospital, Grenoble 38000, France.
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18
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Garcia A, Cohen RA, Langer KG, O'Neal AG, Porges EC, Woods AJ, Williamson JB. Semantic processing in older adults is associated with distributed neural activation which varies by association and abstractness of words. GeroScience 2024; 46:6195-6212. [PMID: 38822124 PMCID: PMC11493883 DOI: 10.1007/s11357-024-01216-x] [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] [Received: 01/07/2024] [Accepted: 05/20/2024] [Indexed: 06/02/2024] Open
Abstract
The extent to which the neural systems underlying semantic processes degrade with advanced age remains unresolved, which motivated the current study of neural activation on functional magnetic resonance imaging (fMRI) during semantic judgments of associated vs. unassociated, semantic vs. rhyme, and abstract vs. rhyme word pairs. Thirty-eight older adults, 55-85 years of age, performed semantic association decision tasks in a mixed event-related block fMRI paradigm involving binary judgments as to whether word pairs were related (i.e., semantically associated). As hypothesized, significantly greater activation was evident during processing of associated (vs. unassociated) word pairs in cortical areas implicated in semantic processing, including the angular gyrus, temporal cortex, and inferior frontal cortex. Cortical areas showed greater activation to unassociated (vs. associated) word pairs, primarily within a large occipital cluster. Greater activation was evident in cortical areas when response to semantic vs. phonemic word pairs. Contrasting activation during abstract vs. concrete semantic processing revealed areas of co-activation to both semantic classes, and areas that had greater response to either abstract or concrete word pairs. Neural activation across conditions did not vary as a function of greater age, indicating only minimal age-associated perturbation in neural activation during semantic processing. Therefore, the response of the semantic hubs, semantic control, and secondary association areas appear to be largely preserved with advanced age among older adults exhibiting successful cognitive aging. These findings may provide a useful clinical contrast if compared to activation among adults experiencing cognitive decline due Alzheimer's, frontal-temporal dementia, and other neurodegenerative diseases.
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Affiliation(s)
- Amanda Garcia
- Behavioral Sciences Department, James A. Haley Veterans' Hospital, Tampa, FL, USA
| | - Ronald A Cohen
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, FL, USA.
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA.
- Brain Rehabilitation and Research Center, Malcom Randall VAMC, Gainesville, FL, USA.
| | - Kailey G Langer
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA
| | - Alexandria G O'Neal
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA
- Center for OCD and Anxiety Related Disorders, Department of Psychiatry, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
| | - Eric C Porges
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA
- Brain Rehabilitation and Research Center, Malcom Randall VAMC, Gainesville, FL, USA
| | - Adam J Woods
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA
- Center for OCD and Anxiety Related Disorders, Department of Psychiatry, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
| | - John B Williamson
- Center for Cognitive Aging and Memory, McKnight Brain Institute, University of Florida, Gainesville, FL, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, USA
- Brain Rehabilitation and Research Center, Malcom Randall VAMC, Gainesville, FL, USA
- Center for OCD and Anxiety Related Disorders, Department of Psychiatry, McKnight Brain Institute, College of Medicine, University of Florida, Gainesville, FL, USA
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19
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Yu L, Zhang Q, Li X, Zhang M, Chen X, Lu M, Ouyang Z. Age-related changes of node degree in the multiple-demand network predict fluid intelligence. IBRO Neurosci Rep 2024; 17:245-251. [PMID: 39297127 PMCID: PMC11409069 DOI: 10.1016/j.ibneur.2024.06.005] [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: 02/26/2024] [Accepted: 06/13/2024] [Indexed: 09/21/2024] Open
Abstract
Fluid intelligence is an individual's innate ability to cope with complex situations and is gradually reduced across adults aging. The realization of fluid intelligence requires the simultaneous activity of multiple brain regions and depends on the structural connection of distributed brain regions. Uncovering the structural features of brain connections associated with fluid intelligence decline will provide reference for the development of intervention and treatment programs for cognitive decline. Using structural magnetic resonance imaging data of 454 healthy participants (18-87 years) from the Cam-CAN dataset, we constructed structural similarity network for each participant and calculated the node degree. Spearman correlation analysis showed that age was positively correlated with degree centrality in the cingulate cortex, left insula and subcortical regions, while negatively correlated with that in the orbito-frontal cortex, right middle temporal and precentral regions. Partial least squares (PLS) regression showed that the first PLS components explained 32 % (second PLS component: 20 %, p perm < 0.001) of the variance in fluid intelligence. Additionally, the degree centralities of anterior insula, supplementary motor area, prefrontal, orbito-frontal and anterior cingulate cortices, which are critical nodes of the multiple-demand network (MDN), were linked to fluid intelligence. Increased degree centrality in anterior cingulate cortex and left insula partially mediated age-related decline in fluid intelligence. Collectively, these findings suggest that the structural stability of MDN might contribute to the maintenance of fluid intelligence.
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Affiliation(s)
- Lizhi Yu
- Department of Radiology, Taian Municipal Hospital, Taian, Shandong, China
| | - Qin Zhang
- Department of Radiology, Taian Municipal Hospital, Taian, Shandong, China
| | - Xiaoyang Li
- Department of Radiology, Taian Municipal Hospital, Taian, Shandong, China
| | - Mei Zhang
- Department of Radiology, Taian Municipal Hospital, Taian, Shandong, China
| | - Xiaolin Chen
- Physical examination department, Taian Municipal Hospital, Taian, Shandong, China
| | - Mingchun Lu
- Department of Radiology, Taian Municipal Hospital, Taian, Shandong, China
| | - Zhen Ouyang
- Department of Radiology, Taian Municipal Hospital, Taian, Shandong, China
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20
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Cross ZR, Gray SM, Dede AJO, Rivera YM, Yin Q, Vahidi P, Rau EMB, Cyr C, Holubecki AM, Asano E, Lin JJ, McManus OK, Sattar S, Saez I, Girgis F, King-Stephens D, Weber PB, Laxer KD, Schuele SU, Rosenow JM, Wu JY, Lam SK, Raskin JS, Chang EF, Shaikhouni A, Brunner P, Roland JL, Braga RM, Knight RT, Ofen N, Johnson EL. The development of aperiodic neural activity in the human brain. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.08.622714. [PMID: 39574667 PMCID: PMC11581045 DOI: 10.1101/2024.11.08.622714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
The neurophysiological mechanisms supporting brain maturation are fundamental to attention and memory capacity across the lifespan. Human brain regions develop at different rates, with many regions developing into the third and fourth decades of life. Here, in this preregistered study (https://osf.io/gsru7), we analyzed intracranial EEG (iEEG) recordings from widespread brain regions in a large developmental cohort. Using task-based (i.e., attention to-be-remembered visual stimuli) and task-free (resting-state) data from 101 children and adults (5.93 - 54.00 years, 63 males; n electrodes = 5691), we mapped aperiodic (1/ƒ-like) activity, a proxy of excitation:inhibition (E:I) balance with steeper slopes indexing inhibition and flatter slopes indexing excitation. We reveal that aperiodic slopes flatten with age into young adulthood in both association and sensorimotor cortices, challenging models of early sensorimotor development based on brain structure. In prefrontal cortex (PFC), attentional state modulated age effects, revealing steeper task-based than task-free slopes in adults and the opposite in children, consistent with the development of cognitive control. Age-related differences in task-based slopes also explained age-related gains in memory performance, linking the development of PFC cognitive control to the development of memory. Last, with additional structural imaging measures, we reveal that age-related differences in gray matter volume are differentially associated with aperiodic slopes in association and sensorimotor cortices. Our findings establish developmental trajectories of aperiodic activity in localized brain regions and illuminate the development of PFC inhibitory control during adolescence in the development of attention and memory.
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Affiliation(s)
| | | | | | | | - Qin Yin
- Wayne State University
- University of Texas, Dallas
| | | | | | | | | | | | | | | | - Shifteh Sattar
- University of California, San Diego, and Rady Children’s Hospital
| | - Ignacio Saez
- University of California, Davis
- University of Calgary
| | - Fady Girgis
- University of California, Davis
- University of Calgary
| | | | | | | | | | | | - Joyce Y. Wu
- Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
| | - Sandi K. Lam
- Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
| | - Jeffrey S. Raskin
- Northwestern University
- Ann & Robert H. Lurie Children’s Hospital of Chicago
| | | | | | | | - Jarod L. Roland
- Washington University in St. Louis
- Department of Neurosurgery, Washington University in St Louis
| | | | | | - Noa Ofen
- Wayne State University
- University of Texas, Dallas
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21
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Herd P, Walsemann KM. Underestimating the Relationship: Unpacking Both Socioeconomic Resources and Cognitive Function and Decline in Midlife to Later Life. JOURNAL OF HEALTH AND SOCIAL BEHAVIOR 2024:221465241276818. [PMID: 39417545 DOI: 10.1177/00221465241276818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2024]
Abstract
Although there is robust evidence that socioeconomic position influences later-life cognitive function, two issues limit knowledge regarding the nature and magnitude of these relationships and potential policy interventions. First, most social science research tends to treat cognition as a unitary concept despite evidence that cognitive outcomes are not interchangeable. Second, most biomedical research focuses exclusively on education, with limited attention to economic resources despite robust social science theoretical and empirical rationales for their role. Relatedly, there has been limited attention to how these relationships may vary across cohorts, even as educational and economic contexts have changed. Using the Health and Retirement Study (N = 36,494), we show that failing to attend to different facets of cognition, socioeconomic resources, and cohort differences leads to underestimates in the magnitude of educational and economic disparities in cognitive function and decline. This has important implications for appropriate policy interventions to address these disparities.
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22
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Bätz LR, Ye S, Lan X, Ziaei M. Increased functional integration of emotional control network in late adulthood. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.10.588823. [PMID: 38659752 PMCID: PMC11040603 DOI: 10.1101/2024.04.10.588823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
Across the adult lifespan, emotion regulation ability remains stable or even improves. The corresponding effects, however, in the emotion regulation networks in the brain remain underexplored. By utilizing large-scale datasets such as the Human Connectome Project (HCP-Aging, N=621, 349 females) and Cambridge Centre for Ageing and Neuroscience (Cam-CAN, N=333, 155 females), we were able to investigate how emotion regulation networks' functional topography differs across the entire adult lifespan. Based on previous meta-analytic work that identified four large-scale functional brain networks involved in emotion generation and regulation, we investigated the association between the integration of these emotion regulation networks and measures of mental wellbeing with age in the HCP-Aging dataset. We found an increase in the functional integration of the emotional control network among older adults, which was replicated using the Cam-CAN data set. Further we found that the network that is mediating emotion generative and regulative processes, and carries our introspective and reflective functions, is less integrated in higher age. Our study highlights the importance of identifying topological changes in the functional emotion network architecture across the lifespan, as it allows for a better understanding of functional brain network changes that accompany emotional aging.
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Affiliation(s)
- Leona Rahel Bätz
- Kavli Institute for Systems Neuroscience, Norwegian University of
Science and Technology, Trondheim, Norway
| | - Shuer Ye
- Kavli Institute for Systems Neuroscience, Norwegian University of
Science and Technology, Trondheim, Norway
| | - Xiaqing Lan
- Kavli Institute for Systems Neuroscience, Norwegian University of
Science and Technology, Trondheim, Norway
| | - Maryam Ziaei
- Kavli Institute for Systems Neuroscience, Norwegian University of
Science and Technology, Trondheim, Norway
- Queensland Brain Institute, University of Queensland, Brisbane,
Australia
- K.G. Jebsen Centre for Alzheimer’s disease, Norwegian
University of Science and Technology, Trondheim, Norway
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23
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Xia H, Hou Y, Li Q, Chen A. A meta-analysis of cognitive flexibility in aging: Perspective from functional network and lateralization. Hum Brain Mapp 2024; 45:e70031. [PMID: 39360550 PMCID: PMC11447525 DOI: 10.1002/hbm.70031] [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] [Received: 04/16/2024] [Revised: 08/21/2024] [Accepted: 09/10/2024] [Indexed: 10/04/2024] Open
Abstract
Cognitive flexibility, the ability to switch between mental processes to generate appropriate behavioral responses, is reduced with typical aging. Previous studies have found that age-related declines in cognitive flexibility are often accompanied by variations in the activation of multiple regions. However, no meta-analyses have examined the relationship between cognitive flexibility in aging and age-related variations in activation within large-scale networks. Here, we conducted a meta-analysis employing multilevel kernel density analysis to identify regions with different activity patterns between age groups, and determined how these regions fall into functional networks. We also employed lateralization analysis to explore the spatial distribution of regions exhibiting group differences in activation. The permutation tests based on Monte Carlo simulation were used to determine the significance of the activation and lateralization results. The results showed that cognitive flexibility in aging was associated with both decreased and increased activation in several functional networks. Compared to young adults, older adults exhibited increased activation in the default mode, dorsal attention, ventral attention, and somatomotor networks, while displayed decreased activation in the visual network. Moreover, we found a global-level left lateralization for regions with decreased activation, but no lateralization for regions with higher activation in older adults. At the network level, the regions with decreased activation were left-lateralized, while the regions with increased activation showed varying lateralization patterns within different networks. To sum up, we found that networks that support various mental functions contribute to age-related variations in cognitive flexibility. Additionally, the aging brain exhibited network-dependent activation and lateralization patterns in response to tasks involving cognitive flexibility. We highlighted that the comprehensive meta-analysis in this study offered new insights into understanding cognitive flexibility in aging from a network perspective.
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Affiliation(s)
- Haishuo Xia
- Faculty of PsychologySouthwest UniversityChongqingChina
| | - Yongqing Hou
- Faculty of PsychologySouthwest UniversityChongqingChina
| | - Qing Li
- Faculty of PsychologySouthwest UniversityChongqingChina
| | - Antao Chen
- School of Psychology, Research Center for Exercise and Brain ScienceShanghai University of SportChina
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24
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Liu Y, Ai Y, Cao J, Cheng Q, Hu H, Luo J, Zeng L, Zhang S, Fang J, Huang L, Zheng H, Hu X. High-Frequency rTMS Broadly Ameliorates Working Memory and Cognitive Symptoms in Stroke Patients: A Randomized Controlled Trial. Neurorehabil Neural Repair 2024; 38:729-741. [PMID: 39162240 PMCID: PMC11528952 DOI: 10.1177/15459683241270022] [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: 08/21/2024]
Abstract
OBJECTIVE To explore the efficacy and tolerability of high-frequency repetitive transcranial magnetic stimulation (rTMS) in the treatment of post-stroke working memory (WM) impairment and its changes in brain function. METHODS In the present randomized, double-blinded, sham-controlled design, 10 Hz rTMS was administered to the left dorsolateral prefrontal cortex (DLPFC) of patients with post-stroke WM impairment for 14 days. Measures included WM (primary outcome), comprehensive neuropsychological tests, and the functional near-infrared spectroscopy test. Patients were assessed at baseline, after the intervention (week 2), and 4 weeks after treatment cessation (week 6). RESULTS Of 123 stroke patients, 82 finished the trial. The rTMS group showed more WM improvement at week 2 (t = 5.55, P < .001) and week 6 (t = 2.11, P = .045) than the sham group. Most of the neuropsychological test scores were markedly improved in the rTMS group. In particular, the rTMS group exhibited significantly higher oxygenated hemoglobin content and significantly stronger functional connectivity in the left DLPFC, right pre-motor cortex (PMC), and right superior parietal lobule (SPL) at weeks 2 and 6. Dropout rates were equal (18% [9/50 cases] in each group), and headaches were the most common side effect (rTMS: 36% [18/50 cases]; sham: 30% [15/50 cases]). CONCLUSIONS High-frequency rTMS was effective in improving post-stroke WM impairment, with good tolerability, and the efficacy lasted up to 4 weeks, which may be due to the activation of the left DLPFC, right PMC, and right SPL brain regions and their synergistic enhancement of neural remodeling.
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Affiliation(s)
- Yuanwen Liu
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Yinan Ai
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Jie Cao
- Department of Education, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
| | - Qilin Cheng
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Hongwu Hu
- Department of Acupuncture Rehabilitation, Guangdong Second Traditional Chinese Medicine Hospital, Guangdong Provincial Key Laboratory of Research and Development in Traditional Chinese Medicine, Guangzhou, Guangdong, China
| | - Jing Luo
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Lei Zeng
- Fifth Clinical Medical College, Guangzhou Medical University, Guangzhou, Guangdong, China
| | - Shuxian Zhang
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Jie Fang
- Department of Rehabilitation Medicine, Xiamen Humanity Rehabilitation Hospital, Xiamen, China
| | - Li Huang
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Haiqing Zheng
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
| | - Xiquan Hu
- Department of Rehabilitation Medicine, Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong, China
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25
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Gaubert F, Borg C, Saint-Martin H, de Chalvron S, Chainay H. The Impact of Episodic Memory on Decision-Making in Aging: Scenarios from Everyday Life Situations. Brain Sci 2024; 14:998. [PMID: 39452012 PMCID: PMC11506795 DOI: 10.3390/brainsci14100998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 09/26/2024] [Accepted: 09/26/2024] [Indexed: 10/26/2024] Open
Abstract
Background: Decision-making is a highly complex process that depends on numerous cognitive functions, such as episodic memory. It is also influenced by aging. However, how changes in episodic memory with age contribute to changes in decision-making is not clear yet. Objective: This work aimed to examine the role of two memory processes, recollection and familiarity, in decision-making in ageing. Method: Thirty young adults and 30 older adults performed two episodic memory tasks: recognition, which allowed for the measurement of recollection and familiarity, and recall, which allowed for the measurement of recollection. In both tasks, they first viewed a series of pictures and then were asked to recognise or recall them respectively. They also performed an original scenario task based on situations inspired by everyday life, evaluating decision-making under conditions of either risk or ambiguity. In this task, participants were presented with short descriptions of situations requiring a decision and had to choose between two given options. Results: Lower performances was observed in recall and recognition tasks in older than in young adults. In the scenarios task, young adults sought significantly more risk and ambiguity than older adults. In both young and older adults, recollection and familiarity processes were involved differently in decision-making. The former is more involved in decision-making under ambiguity, and the latter in decision-making under risk. Conclusions: The results suggest that decision-making changes with age, but that the involvement of the episodic memory, familiarity and recollection processes, does not appear to vary with age.
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Affiliation(s)
- Fanny Gaubert
- Laboratoire d’Etude des Mécanismes Cognitifs, Université Lumière Lyon 2, 69007 Lyon, France; (F.G.); (H.S.-M.)
| | - Céline Borg
- Centre Hospitalier Universitaire de Saint-Etienne, Hôpital Nord, 42270 Saint-Priest-en-Jarez, France;
- Unité de Recherche Confluence EA 1598, Campus Carnot Institut Catholique de Lyon, 69002 Lyon, France
- Laboratoire de Psychologie et Neurocognition, Université Grenoble Alpes, 38400 Saint-Martin-d’Hères, France
| | - Hélène Saint-Martin
- Laboratoire d’Etude des Mécanismes Cognitifs, Université Lumière Lyon 2, 69007 Lyon, France; (F.G.); (H.S.-M.)
| | | | - Hanna Chainay
- Laboratoire d’Etude des Mécanismes Cognitifs, Université Lumière Lyon 2, 69007 Lyon, France; (F.G.); (H.S.-M.)
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26
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Gourlay C, Collin P, D'Auteuil C, Jacques M, Scherzer PB. A further study of the psychometric qualities of the Strange Stories-Revised across the three stages of aging. APPLIED NEUROPSYCHOLOGY. ADULT 2024; 31:1096-1104. [PMID: 35940197 DOI: 10.1080/23279095.2022.2109419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
INTRODUCTION Happé's Strange Stories task was developed in 1994 to assess theory of mind, the ability to infer mental states in oneself and others. Since then, it has undergone revisions, translations, and adaptations. A modified version of the task, the Strange Stories-Revised (SS-R), previously showed satisfactory qualities in a study aiming at identifying psychometrically acceptable social cognitive measures. OBJECTIVE The current study expands upon the psychometric evaluation study by examining the qualities of a short version of the SS-R in a sample of healthy adult subjects. METHODS One hundred and eighteen healthy adults completed the task along with neurocognitive measures. Mean scores of the long and short versions were compared. Associations between ToM as measured by performance on this abbreviated version of the SS-R, and potential confounders were explored. Internal consistency, dimensionality of the short version, and performance comparisons across three stages of aging (18-34; 35-59; 60-85 years old) were investigated, and standard measurement error was calculated to improve precision and data interpretation. RESULTS Reliability coefficients were comparable in the short and long versions. Principal component analysis showed that a one-factor structure best fits the data. Significant differences were observed in ToM performance across the three age groups, indicating a decline with time that was also captured by the long version, starting during midlife and increasing in significance with age. CONCLUSION The short version of the SS-R is a promising measure that can be profitably used in time-limited settings to assess theory of mind.
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Affiliation(s)
- Catherine Gourlay
- Département de psychologie, Université du Québec à Montréal, Montréal, Canada
| | - Pascal Collin
- Département de psychologie, Université du Québec à Montréal, Montréal, Canada
| | - Camille D'Auteuil
- Département de psychologie, Université du Québec à Montréal, Montréal, Canada
| | - Marie Jacques
- Département de psychologie, Université du Québec à Montréal, Montréal, Canada
| | - Peter B Scherzer
- Département de psychologie, Université du Québec à Montréal, Montréal, Canada
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27
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Wu W, Hoffman P. Functional integration and segregation during semantic cognition: Evidence across age groups. Cortex 2024; 178:157-173. [PMID: 39013249 DOI: 10.1016/j.cortex.2024.06.015] [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: 11/02/2023] [Revised: 04/05/2024] [Accepted: 06/24/2024] [Indexed: 07/18/2024]
Abstract
Semantic cognition is underpinned by ventral anterior temporal lobe (vATL) which encodes knowledge representations and inferior frontal gyrus (IFG), which controls activation of knowledge based on the needs of the current context. This core semantic network has been validated in substantial empirical findings in the past. However, it remains unclear how these core semantic areas dynamically communicate with each other, and with other neural networks, to achieve successful semantic processing. Here, we investigated this question by testing functional connectivity in the core semantic network during semantic tasks and whether these connections were affected by cognitive ageing. Compared to a non-semantic task, semantic tasks increased the connectivity between left and right IFGs, indicating a bilateral semantic control system. Strengthened connectivity was also found between left IFG and left vATL, and this effect was stronger in the young group. At a whole-brain scale, IFG and vATL increased their coupling with multiple-demand regions during semantic tasks, even though these areas were deactivated relative to non-semantic tasks. This suggests that the domain-general executive network contributes to semantic processing. In contrast, IFG and vATL decreased their interaction with default mode network (DMN) areas during semantic tasks, even though these areas were positively activated by the task. This suggests that DMN areas do not contribute to all semantic tasks: their activation may sometimes reflect automatic retrieval of task-irrelevant memories and associations. Taken together, our study characterizes a dynamic connectivity mechanism supporting semantic cognition within and beyond core semantic regions.
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Affiliation(s)
- Wei Wu
- School of Philosophy, Psychology & Language Sciences, University of Edinburgh, Edinburgh, UK; Department of Music, Durham University, Durham, UK.
| | - Paul Hoffman
- School of Philosophy, Psychology & Language Sciences, University of Edinburgh, Edinburgh, UK.
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28
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Hennessee JP, Schorn JM, Walsh C, Castel AD, Knowlton BJ. Goal-directed remembering in older adults. NEUROPSYCHOLOGY, DEVELOPMENT, AND COGNITION. SECTION B, AGING, NEUROPSYCHOLOGY AND COGNITION 2024; 31:891-913. [PMID: 37982211 PMCID: PMC11102934 DOI: 10.1080/13825585.2023.2282223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 11/06/2023] [Indexed: 11/21/2023]
Abstract
Compared to younger adults, older adults show a reduced difference in memory between items they are directed to remember and items they are directed to forget. This effect may result from increased processing of goal-irrelevant information in aging. In contrast, healthy older adults are often able to selectively remember valuable information, suggesting preservation of goal-directed encoding in aging. Here, we examined how value may differentially affect directed-forgetting and memory for irrelevant details for younger and older adults in a value-directed remembering task. In Experiment 1, participants studied words paired with a directed-forgetting cue and a point-value they earned for later recognition. Participants' memory was then tested, either after an 8-min or 24-hr retention interval. In Experiment 2 words were presented in two colors and the recognition test assessed whether the participant could retrieve the incidentally-presented point value and the color of each recognized words. In both experiments, older and younger adults displayed a comparable ability to selectively encode valuable items. However, older adults showed a reduced directed-forgetting effect compared to younger adults that was maintained across the 24-hr retention interval. In Experiment 2, older adults showed both intact directed-forgetting and similar incidental detail retrieval compared to younger adults. These findings suggest that older adults maintained selectivity to value, demonstrating that aging does not impact the differential encoding of valuable information. Furthermore, younger and older adults may be similarly goal-directed in terms of item features to encode, but that instructions to forget presented items are less effective in older adults.
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Affiliation(s)
- Joseph P Hennessee
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
- Center for Vital Longevity, School of Behavioral and Brain Sciences, University of Texas at Dallas, Dallas, TX, USA
| | - Julia M Schorn
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Catherine Walsh
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Alan D Castel
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
| | - Barbara J Knowlton
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
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29
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Zhu H, Hei B, Zhou W, Tan J, Zeng Y, Li M, Liu Z. Association between Life's Essential 8 and cognitive function among older adults in the United States. Sci Rep 2024; 14:19773. [PMID: 39187530 PMCID: PMC11347626 DOI: 10.1038/s41598-024-70112-3] [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] [Received: 02/05/2024] [Accepted: 08/13/2024] [Indexed: 08/28/2024] Open
Abstract
The American Heart Association (AHA) recently redefined cardiovascular health (CVH) with the introduction of Life's Essential 8 (LE8), which encompasses eight areas (diet, physical activity, nicotine exposure, sleep duration body mass index, non-HDL cholesterol, blood glucose, and blood pressure). This study aimed to explore the relationships between both the aggregate and individual CVH metrics, as defined by Life's Essential 8, and cognitive function in older adults in the United States. This cross-sectional, population-based study analyzed data from the National Health and Nutrition Examination Survey conducted between 2011 and 2014, focusing on individuals aged 60 years and older. CVH was categorized as low (0-49), moderate (50-79), or high (80-100). Cognitive function was assessed through the CERAD tests, Animal Fluency test, and Digit Symbol Substitution test. Multivariable logistic models and restricted cubic spline models were employed to investigate these associations. This study included a total of 2279 older adults in the United States. Only 11% of adults achieved a high total CVH score, while 12% had a low score. After further adjustment for potential confounding factors, higher LE8 scores were significantly associated with higher scores on CERAD: delayed recall score (0.02[0.01, 0.03]; P < 0.001), CERAD: total score (3 recall trials) (0.04[0.02, 0.06]; P < 0.001), animal fluency: total score (0.09[0.05, 0.12]; P < 0.001), and digit symbol: score (0.29[0.18, 0.41]; P < 0.001), demonstrating a linear dose-response relationship. Similar patterns were also observed in the associations between health behavior and health factor scores with cognitive function tests. LE8 scores exhibited positive linear associations with cognitive function. Maintaining better levels of CVH may be associated with higher levels of cognitive function in older Americans, but further research is needed to confirm the causal and temporal relationships between LE8 and cognitive function.
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Affiliation(s)
- Huaxin Zhu
- Department of Neurosurgery, the 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17 Yongwaizheng Street, Nanchang, 330006, Jiangxi, China
| | - Bo Hei
- Department of Neurosurgery, the 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17 Yongwaizheng Street, Nanchang, 330006, Jiangxi, China
- Department of Neurosurgery, Peking University People's Hospital, Peking University, No.11 Xizhimen South Street, Beijing, 100044, China
| | - Wu Zhou
- Department of Neurosurgery, the 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17 Yongwaizheng Street, Nanchang, 330006, Jiangxi, China
| | - Jiacong Tan
- Department of Neurosurgery, the 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17 Yongwaizheng Street, Nanchang, 330006, Jiangxi, China
| | - Yanyang Zeng
- Department of Neurosurgery, the 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17 Yongwaizheng Street, Nanchang, 330006, Jiangxi, China
| | - Meihua Li
- Department of Neurosurgery, the 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17 Yongwaizheng Street, Nanchang, 330006, Jiangxi, China
| | - Zheng Liu
- Department of Neurosurgery, the 1st Affiliated Hospital, Jiangxi Medical College, Nanchang University, No. 17 Yongwaizheng Street, Nanchang, 330006, Jiangxi, China.
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30
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Goodhew SC, Edwards M. Reduced low-prevalence visual search detriment with increasing age: Implications for cognitive theories of aging and real-world search tasks. Psychon Bull Rev 2024; 31:1789-1797. [PMID: 38289580 PMCID: PMC11358340 DOI: 10.3758/s13423-024-02457-9] [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] [Accepted: 01/07/2024] [Indexed: 08/29/2024]
Abstract
When performing multiple successive visual searches, low-prevalence targets are at elevated risk of being missed. This has important implications for real-world visual search tasks, such as diagnostic medical imaging (e.g., searching for a cancer) and airport baggage security screening (e.g., searching for a weapon), which are characterized by low-prevalence targets and potentially dire consequences of target misses. Previous work on low-prevalence visual search indicates that individuals who spontaneously respond more slowly miss fewer targets, which has been attributed to higher quitting thresholds predicting better performance. Previous aging research indicates that older adults typically respond more slowly across multiple task contexts. This has been attributed to both intrinsic limitations in processing speed and a strategic trade-off to prioritize accuracy with increasing age. Synthesizing these two separate lines of research, here we tested whether older adults had a higher quitting threshold and/or slower processing speed in low-prevalence visual search, and the consequences of these for the magnitude of the low-prevalence visual search detriment. We recruited a large sample (N = 380) across a range of ages (20-80 years) and had them search for targets under low- and high-prevalence conditions. Older adults had both slower processing speed and higher quitting thresholds. Older adults were moderately less susceptible to the low-prevalence detriment, and this relationship was mediated by countervailing effects: slower processing speed exacerbated older adults' low-prevalence detriment, whereas elevated quitting threshold mitigated it. Theoretical implications for cognitive aging and practical implications for professional visual search tasks are discussed.
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Affiliation(s)
- Stephanie C Goodhew
- School of Medicine and Psychology, Psychology Building (building 39), The Australian National University, Canberra, ACT 2601, Australia.
| | - Mark Edwards
- School of Medicine and Psychology, Psychology Building (building 39), The Australian National University, Canberra, ACT 2601, Australia
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31
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Swirsky LT, Spaniol J. Consequences of curiosity for recognition memory in younger and older adults. Psychon Bull Rev 2024; 31:1527-1535. [PMID: 38097888 DOI: 10.3758/s13423-023-02414-y] [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] [Accepted: 10/17/2023] [Indexed: 08/29/2024]
Abstract
Older adults are more prone to false recognition than younger adults, particularly when new information is semantically related to old information. Curiosity, which guides information-seeking behavior and has beneficial effects on memory across the life span, may offer protection against false recognition, but this hypothesis has not been tested experimentally to date. The current study investigated the effect of curiosity on correct and false recognition in younger and older adults (total N = 102) using a trivia paradigm. On Day 1 of the study, participants encoded trivia questions and answers while rating their curiosity levels. On Day 2, participants completed a surprise old/new recognition test in which they saw the same trivia questions. Half of the questions were paired with old (correct) answers, and half were paired with new (incorrect) answers. New answers were either semantically related or unrelated to correct answers. For both age groups, curiosity at encoding was positively associated with correct recognition. For older adults, semantically related lures produced more false recognition than unrelated lures. However, this effect was mitigated by curiosity, such that older adults were less likely to endorse semantically related lures for high- versus low-curiosity questions. Overall, these results extend prior findings of curiosity-related memory benefits to the domain of recognition memory, and they provide novel evidence that curiosity may protect against false memory formation in older adults.
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Affiliation(s)
- Liyana T Swirsky
- Department of Psychology, Toronto Metropolitan University, 350 Victoria Street, Toronto, ON, M5B 2K3, Canada.
| | - Julia Spaniol
- Department of Psychology, Toronto Metropolitan University, 350 Victoria Street, Toronto, ON, M5B 2K3, Canada
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32
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Klug S, Murgaš M, Godbersen GM, Hacker M, Lanzenberger R, Hahn A. Synaptic signaling modeled by functional connectivity predicts metabolic demands of the human brain. Neuroimage 2024; 295:120658. [PMID: 38810891 DOI: 10.1016/j.neuroimage.2024.120658] [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] [Received: 01/15/2024] [Revised: 04/22/2024] [Accepted: 05/27/2024] [Indexed: 05/31/2024] Open
Abstract
PURPOSE The human brain is characterized by interacting large-scale functional networks fueled by glucose metabolism. Since former studies could not sufficiently clarify how these functional connections shape glucose metabolism, we aimed to provide a neurophysiologically-based approach. METHODS 51 healthy volunteers underwent simultaneous PET/MRI to obtain BOLD functional connectivity and [18F]FDG glucose metabolism. These multimodal imaging proxies of fMRI and PET were combined in a whole-brain extension of metabolic connectivity mapping. Specifically, functional connectivity of all brain regions were used as input to explain glucose metabolism of a given target region. This enabled the modeling of postsynaptic energy demands by incoming signals from distinct brain regions. RESULTS Functional connectivity input explained a substantial part of metabolic demands but with pronounced regional variations (34 - 76%). During cognitive task performance this multimodal association revealed a shift to higher network integration compared to resting state. In healthy aging, a dedifferentiation (decreased segregated/modular structure of the brain) of brain networks during rest was observed. Furthermore, by including data from mRNA maps, [11C]UCB-J synaptic density and aerobic glycolysis (oxygen-to-glucose index from PET data), we show that whole-brain functional input reflects non-oxidative, on-demand metabolism of synaptic signaling. The metabolically-derived directionality of functional inputs further marked them as top-down predictions. In addition, the approach uncovered formerly hidden networks with superior efficiency through metabolically informed network partitioning. CONCLUSIONS Applying multimodal imaging, we decipher a crucial part of the metabolic and neurophysiological basis of functional connections in the brain as interregional on-demand synaptic signaling fueled by anaerobic metabolism. The observed task- and age-related effects indicate promising future applications to characterize human brain function and clinical alterations.
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Affiliation(s)
- Sebastian Klug
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health (C3NMH), Medical University of Vienna, Austria
| | - Matej Murgaš
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health (C3NMH), Medical University of Vienna, Austria
| | - Godber M Godbersen
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health (C3NMH), Medical University of Vienna, Austria
| | - Marcus Hacker
- Department of Biomedical Imaging and Image-guided Therapy, Division of Nuclear Medicine, Medical University of Vienna, Austria
| | - Rupert Lanzenberger
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health (C3NMH), Medical University of Vienna, Austria
| | - Andreas Hahn
- Department of Psychiatry and Psychotherapy, Medical University of Vienna, Austria; Comprehensive Center for Clinical Neurosciences and Mental Health (C3NMH), Medical University of Vienna, Austria.
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Lin GJ, Xu JJ, Peng XR, Yu J. Subjective sleep more predictive of global cognitive function than objective sleep in older adults: A specification curve analysis. Sleep Med 2024; 119:155-163. [PMID: 38678759 DOI: 10.1016/j.sleep.2024.04.025] [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: 02/27/2024] [Revised: 04/03/2024] [Accepted: 04/21/2024] [Indexed: 05/01/2024]
Abstract
OBJECTIVES Sleep is associated with cognitive function in older adults. In the current study, we examined this relationship from subjective and objective perspectives, and determined the robustness and dimensional specificity of the associations using a comprehensive modelling approach. METHODS Multiple dimensions of subjective (sleep quality and daytime sleepiness) and objective sleep (sleep stages, sleep parameters, sleep spindles, and slow oscillations), as well as subjectively reported and objectively measured cognitive function were collected from 55 older adults. Specification curve analysis was used to examine the robustness of correlations for the effects of sleep on cognitive function. RESULTS Robust associations were found between sleep and objectively measured cognitive function, but not with subjective cognitive complaints. In addition, subjective sleep showed robust and consistent associations with global cognitive function, whereas objective sleep showed a more domain-specific association with episodic memory. Specifically, subjective sleep quality and daytime sleepiness correlated with global cognitive function, and objective sleep parameters correlated with episodic memory. CONCLUSIONS Overall, associations between sleep and cognitive function in older adults depend on how they are measured and which specific dimensions of sleep and domains of cognitive function are considered. It highlights the importance of focusing on specific associations to ameliorate the detrimental effects of sleep disturbance on cognitive function in later life.
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Affiliation(s)
- Guo-Jun Lin
- Faculty of Psychology, Southwest University, Tiansheng Road, Beibei District, Chongqing, 400715, China
| | - Jia-Jie Xu
- Faculty of Psychology, Southwest University, Tiansheng Road, Beibei District, Chongqing, 400715, China
| | - Xue-Rui Peng
- Chair of Lifespan Developmental Neuroscience, Faculty of Psychology, Technische Universität Dresden, Dresden 01062, Germany; Centre for Tactile Internet with Human-in-the-Loop, Technische Universität Dresden, Dresden 01062, Germany; Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig 04103, Germany
| | - Jing Yu
- Faculty of Psychology, Southwest University, Tiansheng Road, Beibei District, Chongqing, 400715, China.
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Yue WL, Ng KK, Liu S, Qian X, Chong JSX, Koh AJ, Ong MQW, Ting SKS, Ng ASL, Kandiah N, Yeo BTT, Zhou JH. Differential spatial working memory-related functional network reconfiguration in young and older adults. Netw Neurosci 2024; 8:395-417. [PMID: 38952809 PMCID: PMC11142455 DOI: 10.1162/netn_a_00358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 01/05/2024] [Indexed: 07/03/2024] Open
Abstract
Functional brain networks have preserved architectures in rest and task; nevertheless, previous work consistently demonstrated task-related brain functional reorganization. Efficient rest-to-task functional network reconfiguration is associated with better cognition in young adults. However, aging and cognitive load effects, as well as contributions of intra- and internetwork reconfiguration, remain unclear. We assessed age-related and load-dependent effects on global and network-specific functional reconfiguration between rest and a spatial working memory (SWM) task in young and older adults, then investigated associations between functional reconfiguration and SWM across loads and age groups. Overall, global and network-level functional reconfiguration between rest and task increased with age and load. Importantly, more efficient functional reconfiguration associated with better performance across age groups. However, older adults relied more on internetwork reconfiguration of higher cognitive and task-relevant networks. These reflect the consistent importance of efficient network updating despite recruitment of additional functional networks to offset reduction in neural resources and a change in brain functional topology in older adults. Our findings generalize the association between efficient functional reconfiguration and cognition to aging and demonstrate distinct brain functional reconfiguration patterns associated with SWM in aging, highlighting the importance of combining rest and task measures to study aging cognition.
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Affiliation(s)
- Wan Lin Yue
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore
- Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore
| | - Kwun Kei Ng
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore
| | - Siwei Liu
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore
| | - Xing Qian
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore
| | - Joanna Su Xian Chong
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore
| | - Amelia Jialing Koh
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore
| | - Marcus Qin Wen Ong
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore
| | | | | | - Nagaendran Kandiah
- National Neuroscience Institute, Singapore
- Neuroscience and Behavioural Disorders Programme, Duke-NUS Medical School, Singapore
| | - B. T. Thomas Yeo
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore
- Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore
- Martinos Center for Biomedical Imaging, Massachusetts General Hospital
- Department of Electrical and Computer Engineering, N.1 Institute for Health and Memory Networks Program, National University of Singapore
| | - Juan Helen Zhou
- Centre for Sleep and Cognition & Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, National University of Singapore
- Integrative Sciences and Engineering Programme, NUS Graduate School, National University of Singapore
- Neuroscience and Behavioural Disorders Programme, Duke-NUS Medical School, Singapore
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35
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Rogers B. Evaluating frontoparietal network topography for diagnostic markers of Alzheimer's disease. Sci Rep 2024; 14:14135. [PMID: 38898075 PMCID: PMC11187222 DOI: 10.1038/s41598-024-64699-w] [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: 04/05/2024] [Accepted: 06/12/2024] [Indexed: 06/21/2024] Open
Abstract
Numerous prospective biomarkers are being studied for their ability to diagnose various stages of Alzheimer's disease (AD). High-density electroencephalogram (EEG) methods show promise as an accurate, economical, non-invasive approach to measuring the electrical potentials of brains associated with AD. Event-related potentials (ERPs) may serve as clinically useful biomarkers of AD. Through analysis of secondary data, the present study examined the performance and distribution of N4/P6 ERPs across the frontoparietal network (FPN) using EEG topographic mapping. ERP measures and memory as a function of reaction time (RT) were compared between a group of (n = 63) mild untreated AD patients and a control group of (n = 73) healthy age-matched adults. Based on the literature presented, it was expected that healthy controls would outperform patients in peak amplitude and mean component latency across three parameters of memory when measured at optimal N4 (frontal) and P6 (parietal) locations. It was also predicted that the control group would exhibit neural cohesion through FPN integration during cross-modal tasks, thus demonstrating healthy cognitive functioning consistent with older healthy adults. By targeting select frontal and parietal EEG reference channels based on N4/P6 component time windows and positivity, our findings demonstrated statistically significant group variations between controls and patients in N4/P6 peak amplitudes and latencies during cross-modal testing. Our results also support that the N4 ERP might be stronger than its P6 counterpart as a possible candidate biomarker. We conclude through topographic mapping that FPN integration occurs in healthy controls but is absent in AD patients during cross-modal memory tasks.
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Affiliation(s)
- Bayard Rogers
- Department of Psychology, University of Glasgow, School of Psychology and Neuroscience, Glasgow, Scotland, UK.
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36
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Kries J, De Clercq P, Gillis M, Vanthornhout J, Lemmens R, Francart T, Vandermosten M. Exploring neural tracking of acoustic and linguistic speech representations in individuals with post-stroke aphasia. Hum Brain Mapp 2024; 45:e26676. [PMID: 38798131 PMCID: PMC11128780 DOI: 10.1002/hbm.26676] [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] [Received: 11/16/2023] [Revised: 03/04/2024] [Accepted: 03/21/2024] [Indexed: 05/29/2024] Open
Abstract
Aphasia is a communication disorder that affects processing of language at different levels (e.g., acoustic, phonological, semantic). Recording brain activity via Electroencephalography while people listen to a continuous story allows to analyze brain responses to acoustic and linguistic properties of speech. When the neural activity aligns with these speech properties, it is referred to as neural tracking. Even though measuring neural tracking of speech may present an interesting approach to studying aphasia in an ecologically valid way, it has not yet been investigated in individuals with stroke-induced aphasia. Here, we explored processing of acoustic and linguistic speech representations in individuals with aphasia in the chronic phase after stroke and age-matched healthy controls. We found decreased neural tracking of acoustic speech representations (envelope and envelope onsets) in individuals with aphasia. In addition, word surprisal displayed decreased amplitudes in individuals with aphasia around 195 ms over frontal electrodes, although this effect was not corrected for multiple comparisons. These results show that there is potential to capture language processing impairments in individuals with aphasia by measuring neural tracking of continuous speech. However, more research is needed to validate these results. Nonetheless, this exploratory study shows that neural tracking of naturalistic, continuous speech presents a powerful approach to studying aphasia.
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Affiliation(s)
- Jill Kries
- Experimental Oto‐Rhino‐Laryngology, Department of Neurosciences, Leuven Brain InstituteKU LeuvenLeuvenBelgium
- Department of PsychologyStanford UniversityStanfordCaliforniaUSA
| | - Pieter De Clercq
- Experimental Oto‐Rhino‐Laryngology, Department of Neurosciences, Leuven Brain InstituteKU LeuvenLeuvenBelgium
| | - Marlies Gillis
- Experimental Oto‐Rhino‐Laryngology, Department of Neurosciences, Leuven Brain InstituteKU LeuvenLeuvenBelgium
| | - Jonas Vanthornhout
- Experimental Oto‐Rhino‐Laryngology, Department of Neurosciences, Leuven Brain InstituteKU LeuvenLeuvenBelgium
| | - Robin Lemmens
- Experimental Neurology, Department of NeurosciencesKU LeuvenLeuvenBelgium
- Laboratory of Neurobiology, VIB‐KU Leuven Center for Brain and Disease ResearchLeuvenBelgium
- Department of NeurologyUniversity Hospitals LeuvenLeuvenBelgium
| | - Tom Francart
- Experimental Oto‐Rhino‐Laryngology, Department of Neurosciences, Leuven Brain InstituteKU LeuvenLeuvenBelgium
| | - Maaike Vandermosten
- Experimental Oto‐Rhino‐Laryngology, Department of Neurosciences, Leuven Brain InstituteKU LeuvenLeuvenBelgium
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37
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Walker CS, Li L, Baracchini G, Tremblay-Mercier J, Spreng RN, Geddes MR. Neurobehavioral Mechanisms Influencing the Association Between Generativity, the Desire to Promote Well-Being of Younger Generations, and Purpose in Life in Older Adults at Risk for Alzheimer's Disease. J Gerontol B Psychol Sci Soc Sci 2024; 79:gbae060. [PMID: 38623965 PMCID: PMC11138215 DOI: 10.1093/geronb/gbae060] [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] [Received: 09/14/2023] [Indexed: 04/17/2024] Open
Abstract
OBJECTIVES Generativity, the desire and action to improve the well-being of younger generations, is associated with purpose in life among older adults. However, the neurobehavioral factors supporting the relationship between generativity and purpose in life remain unknown. This study aims to identify the functional neuroanatomy of generativity and mechanisms linking generativity with purpose in life in at-risk older adults. METHODS Fifty-eight older adults (mean age = 70.8, SD = 5.03, 45 females) with a family history of Alzheimer's disease (AD) were recruited from the PREVENT-AD cohort. Participants underwent brain imaging and completed questionnaires assessing generativity, social support, and purpose in life. Mediation models examined whether social support mediated the association between generativity and purpose in life. Seed-to-voxel analyses investigated the association between generativity and resting-state functional connectivity (rsFC) to the ventromedial prefrontal cortex (vmPFC) and ventral striatum (VS), and whether this rsFC moderated the relationship between generativity and purpose in life. RESULTS Affectionate social support mediated the association between generative desire and purpose in life. Generative desire was associated with rsFC between VS and precuneus, and, vmPFC and right dorsolateral prefrontal cortex (rdlPFC). The vmPFC-rdlPFC rsFC moderated the association between generative desire and purpose in life. DISCUSSION These findings provide insight into how the brain supports complex social behavior and, separately, purpose in life in at-risk aging. Affectionate social support may be a putative target process to enhance purpose in life in older adults. This knowledge contributes to future developments of personalized interventions that promote healthy aging.
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Affiliation(s)
- Caitlin S Walker
- Faculty of Medicine, Department of Neurology and Neurosurgery, Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada
| | - Linda Li
- Department of Pharmacology and Therapeutics, McGill University, Montreal, Quebec, Canada
| | - Giulia Baracchini
- Faculty of Medicine, Department of Neurology and Neurosurgery, Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada
- Centre for Studies in the Prevention of Alzheimer’s Disease, Douglas Mental Health Institute, McGill University, Montreal, Quebec, Canada
| | - Jennifer Tremblay-Mercier
- Centre for Studies in the Prevention of Alzheimer’s Disease, Douglas Mental Health Institute, McGill University, Montreal, Quebec, Canada
| | - R Nathan Spreng
- Faculty of Medicine, Department of Neurology and Neurosurgery, Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada
- Centre for Studies in the Prevention of Alzheimer’s Disease, Douglas Mental Health Institute, McGill University, Montreal, Quebec, Canada
| | - Maiya R Geddes
- Faculty of Medicine, Department of Neurology and Neurosurgery, Montreal Neurological Institute (MNI), McGill University, Montreal, Quebec, Canada
- Centre for Studies in the Prevention of Alzheimer’s Disease, Douglas Mental Health Institute, McGill University, Montreal, Quebec, Canada
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38
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Stoica T, Andrews ES, Deffner AM, Griffith C, Grilli MD, Andrews-Hanna JR. Speaking Well and Feeling Good: Age-Related Differences in the Affective Language of Resting State Thought. AFFECTIVE SCIENCE 2024; 5:141-159. [PMID: 39050037 PMCID: PMC11264499 DOI: 10.1007/s42761-024-00239-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 05/01/2024] [Indexed: 07/27/2024]
Abstract
Despite the prevalence and importance of resting state thought for daily functioning and psychological well-being, it remains unclear how such thoughts differ between young and older adults. Age-related differences in the affective tone of resting state thoughts, including the affective language used to describe them, could be a novel manifestation of the positivity effect, with implications for well-being. To examine this possibility, a total of 77 young adults (M = 24.9 years, 18-35 years) and 74 cognitively normal older adults (M = 68.6 years, 58-83 years) spoke their thoughts freely during a think-aloud paradigm across two studies. The emotional properties of spoken words and participants' retrospective self-reported affective experiences were computed and examined for age differences and relationships with psychological well-being. Study 1, conducted before the start of the COVID-19 pandemic, revealed that older adults exhibited more diversity of positive, but not negative, affectively tinged words compared to young adults and more positive self-reported thoughts. Despite being conducted virtually during the COVID-19 pandemic, study 2 replicated many of study 1's findings, generalizing results across samples and study contexts. In an aggregated analysis of both samples, positive diversity predicted higher well-being beyond other metrics of affective tone, and the relationship between positive diversity and well-being was not moderated by age. Considering that older adults also exhibited higher well-being, these results hint at the possibility that cognitively healthy older adults' propensity to experience more diverse positive concepts during natural periods of restful thought may partly underlie age-related differences in well-being and reveal a novel expression of the positivity effect. Supplementary Information The online version contains supplementary material available at 10.1007/s42761-024-00239-z.
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Affiliation(s)
- Teodora Stoica
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
| | - Eric S. Andrews
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
| | - Austin M. Deffner
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
| | - Christopher Griffith
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
| | - Matthew D. Grilli
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucso, AZ USA
- Department of Neurology, University of Arizona, Tucson, AZ USA
| | - Jessica R. Andrews-Hanna
- Department of Psychology, University of Arizona, 1503 E. University Blvd, Tucson, AZ 85721 USA
- Cognitive Science, University of Arizona, Tucson, AZ USA
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucso, AZ USA
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39
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Baciu M, Roger E. Finding the Words: How Does the Aging Brain Process Language? A Focused Review of Brain Connectivity and Compensatory Pathways. Top Cogn Sci 2024. [PMID: 38734967 DOI: 10.1111/tops.12736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 04/30/2024] [Accepted: 05/02/2024] [Indexed: 05/13/2024]
Abstract
As people age, there is a natural decline in cognitive functioning and brain structure. However, the relationship between brain function and cognition in older adults is neither straightforward nor uniform. Instead, it is complex, influenced by multiple factors, and can vary considerably from one person to another. Reserve, compensation, and maintenance mechanisms may help explain why some older adults can maintain high levels of performance while others struggle. These mechanisms are often studied concerning memory and executive functions that are particularly sensitive to the effects of aging. However, language abilities can also be affected by age, with changes in production fluency. The impact of brain changes on language abilities needs to be further investigated to understand the dynamics and patterns of aging, especially successful aging. We previously modeled several compensatory profiles of language production and lexical access/retrieval in aging within the Lexical Access and Retrieval in Aging (LARA) model. In the present paper, we propose an extended version of the LARA model, called LARA-Connectivity (LARA-C), incorporating recent evidence on brain connectivity. Finally, we discuss factors that may influence the strategies implemented with aging. The LARA-C model can serve as a framework to understand individual performance and open avenues for possible personalized interventions.
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Affiliation(s)
- Monica Baciu
- LPNC, Psychology Department, Grenoble Alps University
- Neurology Department, Grenoble Alps University Hospital
| | - Elise Roger
- LPNC, Psychology Department, Grenoble Alps University
- Communication and Aging Laboratory, Research Center of the University Institute of Geriatrics of Montreal
- Faculty of Medicine, University of Montreal
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40
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Krethlow G, Fargier R, Atanasova T, Ménétré E, Laganaro M. Asynchronous behavioral and neurophysiological changes in word production in the adult lifespan. Cereb Cortex 2024; 34:bhae187. [PMID: 38715409 PMCID: PMC11077060 DOI: 10.1093/cercor/bhae187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 04/05/2024] [Accepted: 04/18/2024] [Indexed: 05/12/2024] Open
Abstract
Behavioral and brain-related changes in word production have been claimed to predominantly occur after 70 years of age. Most studies investigating age-related changes in adulthood only compared young to older adults, failing to determine whether neural processes underlying word production change at an earlier age than observed in behavior. This study aims to fill this gap by investigating whether changes in neurophysiological processes underlying word production are aligned with behavioral changes. Behavior and the electrophysiological event-related potential patterns of word production were assessed during a picture naming task in 95 participants across five adult lifespan age groups (ranging from 16 to 80 years old). While behavioral performance decreased starting from 70 years of age, significant neurophysiological changes were present at the age of 40 years old, in a time window (between 150 and 220 ms) likely associated with lexical-semantic processes underlying referential word production. These results show that neurophysiological modifications precede the behavioral changes in language production; they can be interpreted in line with the suggestion that the lexical-semantic reorganization in mid-adulthood influences the maintenance of language skills longer than for other cognitive functions.
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Affiliation(s)
- Giulia Krethlow
- Faculty of Psychology and Educational Sciences, University of Geneva, Bd du Pont d’Arve 40, 1205, Geneva, Switzerland
| | | | - Tanja Atanasova
- Faculty of Psychology and Educational Sciences, University of Geneva, Bd du Pont d’Arve 40, 1205, Geneva, Switzerland
| | - Eric Ménétré
- Faculty of Psychology and Educational Sciences, University of Geneva, Bd du Pont d’Arve 40, 1205, Geneva, Switzerland
| | - Marina Laganaro
- Faculty of Psychology and Educational Sciences, University of Geneva, Bd du Pont d’Arve 40, 1205, Geneva, Switzerland
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41
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Chang M, Hong B, Savel K, Du J, Meade ME, Martin CB, Barense MD. Spatial context scaffolds long-term episodic richness of weaker real-world autobiographical memories in both older and younger adults. Memory 2024; 32:431-448. [PMID: 38557252 DOI: 10.1080/09658211.2024.2334008] [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: 08/06/2023] [Accepted: 03/11/2024] [Indexed: 04/04/2024]
Abstract
Remembering life experiences involves recalling not only what occurred (episodic details), but also where an event took place (spatial context), both of which decline with age. Although spatial context can cue episodic detail recollection, it is unknown whether initially recalling an event alongside greater reinstatement of spatial context protects memory for episodic details in the long term, and whether this is affected by age. Here, we analysed 1079 personally-experienced, real-world events from 29 older adults and 12 younger adults. Events were recalled first on average 6 weeks after they occurred and then again on average 24 weeks after they occurred. We developed a novel scoring protocol to quantify spatial contextual details and used the established Autobiographical Interview to quantify episodic details. We found improved recall of episodic details after a delay if those details had initially been recalled situated in greater spatial context. Notably, for both older and younger adults, this preservation was observed for memories initially recalled with low, but not high, numbers of episodic details, suggesting that spatial context aided episodic retrieval for memories that required more support. This work supports the notion that spatial context scaffolds detail-rich event recollection and inspires memory interventions that leverage this spatial scaffold.
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Affiliation(s)
- Miranda Chang
- Department of Psychology, University of Toronto, Toronto, Canada
- Department of Psychology, Simon Fraser University, Burnaby, Canada
| | - Bryan Hong
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Katarina Savel
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Jialin Du
- Department of Psychology, University of Toronto, Toronto, Canada
| | - Melissa E Meade
- Department of Psychology, Huron University College, London, Canada
| | - Chris B Martin
- Department of Psychology, Florida State University, Tallahassee, FL, USA
| | - Morgan D Barense
- Department of Psychology, University of Toronto, Toronto, Canada
- Rotman Research Institute, Baycrest Hospital, Toronto, Canada
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42
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Goodman ZT, Nomi JS, Kornfeld S, Bolt T, Saumure RA, Romero C, Bainter SA, Uddin LQ. Brain signal variability and executive functions across the life span. Netw Neurosci 2024; 8:226-240. [PMID: 38562287 PMCID: PMC10918754 DOI: 10.1162/netn_a_00347] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 10/23/2023] [Indexed: 04/04/2024] Open
Abstract
Neural variability is thought to facilitate survival through flexible adaptation to changing environmental demands. In humans, such capacity for flexible adaptation may manifest as fluid reasoning, inhibition of automatic responses, and mental set-switching-skills falling under the broad domain of executive functions that fluctuate over the life span. Neural variability can be quantified via the BOLD signal in resting-state fMRI. Variability of large-scale brain networks is posited to underpin complex cognitive activities requiring interactions between multiple brain regions. Few studies have examined the extent to which network-level brain signal variability across the life span maps onto high-level processes under the umbrella of executive functions. The present study leveraged a large publicly available neuroimaging dataset to investigate the relationship between signal variability and executive functions across the life span. Associations between brain signal variability and executive functions shifted as a function of age. Limbic-specific variability was consistently associated with greater performance across subcomponents of executive functions. Associations between executive function subcomponents and network-level variability of the default mode and central executive networks, as well as whole-brain variability, varied across the life span. Findings suggest that brain signal variability may help to explain to age-related differences in executive functions across the life span.
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Affiliation(s)
| | - Jason S. Nomi
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA, USA
| | - Salome Kornfeld
- Department of Psychology, University of Miami, Coral Gables, FL, USA
- REHAB Basel, Klinik für Neurorehabilitation und Paraplegiologie, Basel, Switzerland
| | - Taylor Bolt
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA, USA
| | - Roger A. Saumure
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | - Celia Romero
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | - Sierra A. Bainter
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | - Lucina Q. Uddin
- Semel Institute for Neuroscience and Human Behavior, Department of Psychiatry and Biobehavioral Sciences, University of California Los Angeles, Los Angeles, CA, USA
- Department of Psychology, University of California Los Angeles, Los Angeles, CA, USA
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43
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von Bastian CC, Hyde ERA, Jiang S. Tackling cognitive decline in late adulthood: Cognitive interventions. Curr Opin Psychol 2024; 56:101780. [PMID: 38176281 DOI: 10.1016/j.copsyc.2023.101780] [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: 09/05/2023] [Revised: 11/29/2023] [Accepted: 12/06/2023] [Indexed: 01/06/2024]
Abstract
Affordable and easy-to-administer interventions such as cognitive training, cognitively stimulating everyday leisure activities, and non-invasive brain stimulation techniques, are promising avenues to counteract age-related cognitive decline and support people in maintaining cognitive health into late adulthood. However, the same pattern of findings emerges across all three fields of cognitive intervention research: whereas improvements within the intervention context are large and often reliable, generalisation to other cognitive abilities and contexts are severely limited. These findings suggest that while cognitive interventions can enhance the efficiency with which people use their existing cognitive capacity, these interventions are unlikely to expand existing capacity limits. Therefore, future research investigating generalisation of enhanced efficiency constitutes a promising avenue for developing reliably effective cognitive interventions.
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Affiliation(s)
- Claudia C von Bastian
- Department of Psychology and Neuroscience Institute, University of Sheffield, United Kingdom.
| | - Eleanor R A Hyde
- Department of Psychology and Neuroscience Institute, University of Sheffield, United Kingdom
| | - Shuangke Jiang
- Department of Psychology and Neuroscience Institute, University of Sheffield, United Kingdom
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44
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Gaubert F, Borg C, Roux JC, Chainay H. Decision-making and ageing: everyday life situations under risk and under ambiguity. Q J Exp Psychol (Hove) 2024; 77:747-766. [PMID: 37277919 DOI: 10.1177/17470218231182403] [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: 06/07/2023]
Abstract
Cognitive modifications during ageing can affect decision-making competence (DMC). As this ability is central to the preservation of autonomy, our study aims to investigate how it changes in elderly adults and to determine whether such changes are linked to the deterioration of executive functions and working memory. To this end, 50 young adults and 50 elderly adults were assessed with executive, working memory, and DMC tasks. The latter comprised the Iowa Gambling Task (IGT) and a scenario task based on situations inspired by everyday life, under conditions of both risk and ambiguity. The results revealed lower performances in old than in young adults for the updating, inhibition, and working memory tasks. The IGT failed to distinguish between the two age groups. However, the scenario task did permit such a distinction, with young adults seeking more risky and ambiguous choices than elderly adults. Moreover, updating and inhibition capacities appeared to influence DMC.
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Affiliation(s)
- Fanny Gaubert
- Laboratoire d'Etude des Mécanismes Cognitifs (EMC), Université Lyon 2, Bron, France
| | - Céline Borg
- CMRR, Hôpital Nord, Saint Priest-en Jarez, France
- Psychology Faculty, Catholic University of Lyon, Lyon, France
- Laboratoire de Psychologie et Neurocognition, University of Grenoble Alpes, Saint Priest-en Jarez, France
| | - Jean-Christophe Roux
- Laboratoire de Tribologie et Dynamique des Systèmes (LTDS), Ecole Nationale d'Ingénieurs Saint-Etienne (ENISE), Saint-Etienne cedex 2, France
| | - Hanna Chainay
- Laboratoire d'Etude des Mécanismes Cognitifs (EMC), Université Lyon 2, Bron, France
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45
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Guichet C, Banjac S, Achard S, Mermillod M, Baciu M. Modeling the neurocognitive dynamics of language across the lifespan. Hum Brain Mapp 2024; 45:e26650. [PMID: 38553863 PMCID: PMC10980845 DOI: 10.1002/hbm.26650] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Revised: 02/08/2024] [Accepted: 02/26/2024] [Indexed: 04/02/2024] Open
Abstract
Healthy aging is associated with a heterogeneous decline across cognitive functions, typically observed between language comprehension and language production (LP). Examining resting-state fMRI and neuropsychological data from 628 healthy adults (age 18-88) from the CamCAN cohort, we performed state-of-the-art graph theoretical analysis to uncover the neural mechanisms underlying this variability. At the cognitive level, our findings suggest that LP is not an isolated function but is modulated throughout the lifespan by the extent of inter-cognitive synergy between semantic and domain-general processes. At the cerebral level, we show that default mode network (DMN) suppression coupled with fronto-parietal network (FPN) integration is the way for the brain to compensate for the effects of dedifferentiation at a minimal cost, efficiently mitigating the age-related decline in LP. Relatedly, reduced DMN suppression in midlife could compromise the ability to manage the cost of FPN integration. This may prompt older adults to adopt a more cost-efficient compensatory strategy that maintains global homeostasis at the expense of LP performances. Taken together, we propose that midlife represents a critical neurocognitive juncture that signifies the onset of LP decline, as older adults gradually lose control over semantic representations. We summarize our findings in a novel synergistic, economical, nonlinear, emergent, cognitive aging model, integrating connectomic and cognitive dimensions within a complex system perspective.
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Affiliation(s)
| | - Sonja Banjac
- Université Grenoble Alpes, CNRS LPNC UMR 5105GrenobleFrance
| | - Sophie Achard
- LJK, UMR CNRS 5224, Université Grenoble AlpesGrenobleFrance
| | | | - Monica Baciu
- Université Grenoble Alpes, CNRS LPNC UMR 5105GrenobleFrance
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46
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Snytte J, Setton R, Mwilambwe-Tshilobo L, Natasha Rajah M, Sheldon S, Turner GR, Spreng RN. Structure-Function Interactions in the Hippocampus and Prefrontal Cortex Are Associated with Episodic Memory in Healthy Aging. eNeuro 2024; 11:ENEURO.0418-23.2023. [PMID: 38479810 PMCID: PMC10972739 DOI: 10.1523/eneuro.0418-23.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 12/11/2023] [Accepted: 12/15/2023] [Indexed: 04/01/2024] Open
Abstract
Aging comes with declines in episodic memory. Memory decline is accompanied by structural and functional alterations within key brain regions, including the hippocampus and lateral prefrontal cortex, as well as their affiliated default and frontoparietal control networks. Most studies have examined how structural or functional differences relate to memory independently. Here we implemented a multimodal, multivariate approach to investigate how interactions between individual differences in structural integrity and functional connectivity relate to episodic memory performance in healthy aging. In a sample of younger (N = 111; mean age, 22.11 years) and older (N = 78; mean age, 67.29 years) adults, we analyzed structural MRI and multiecho resting-state fMRI data. Participants completed measures of list recall (free recall of words from a list), associative memory (cued recall of paired words), and source memory (cued recall of the trial type, or the sensory modality in which a word was presented). The findings revealed that greater structural integrity of the posterior hippocampus and middle frontal gyrus were linked with a pattern of increased within-network connectivity, which together were related to better associative and source memory in older adulthood. Critically, older adults displayed better memory performance in the context of decreased hippocampal volumes when structural differences were accompanied by functional reorganization. This functional reorganization was characterized by a pruning of connections between the hippocampus and the limbic and frontoparietal control networks. Our work provides insight into the neural mechanisms that underlie age-related compensation, revealing that the functional architecture associated with better memory performance in healthy aging is tied to the structural integrity of the hippocampus and prefrontal cortex.
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Affiliation(s)
- Jamie Snytte
- Department of Psychology, McGill University, Montreal, Quebec H3A 1G1, Canada
| | - Roni Setton
- Department of Psychology, Harvard University, Cambridge, Massachusetts 02138
| | - Laetitia Mwilambwe-Tshilobo
- Annenberg School for Communication, University of Pennsylvania, Philadelphia, Pennsylvania 19104
- Department of Psychology, Princeton University, Princeton, New Jersey 08540
| | - M Natasha Rajah
- Department of Psychology, McGill University, Montreal, Quebec H3A 1G1, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Signy Sheldon
- Department of Psychology, McGill University, Montreal, Quebec H3A 1G1, Canada
| | - Gary R Turner
- Department of Psychology, York University, Toronto, Ontario M3J 1P3, Canada
| | - R Nathan Spreng
- Department of Psychology, McGill University, Montreal, Quebec H3A 1G1, Canada
- Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
- Montreal Neurological Institute, Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec H3A 2B4, Canada
- McConnell Brain Imaging Centre, McGill University, Montreal, Quebec H3A 2B4, Canada
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Liu X, Zhang L, Yu S, Bai Z, Qi T, Mao H, Zhen Z, Dong Q, Liu L. The Effects of Age and Reading Experience on the Lifespan Neurodevelopment for Reading Comprehension. J Cogn Neurosci 2024; 36:239-260. [PMID: 38010312 DOI: 10.1162/jocn_a_02086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Reading comprehension is a vital cognitive skill that individuals use throughout their lives. The neurodevelopment of reading comprehension across the lifespan, however, remains underresearched. Furthermore, factors such as maturation and experience significantly influence functional brain development. Given the complexity of reading comprehension, which incorporates lower-level word reading process and higher-level semantic integration process, our study aims to investigate how age and reading experience influence the neurobiology underpinning these two processes across the lifespan. fMRI data of 158 participants aged from 7 to 77 years were collected during a passive word viewing task and a sentence comprehension task to engage the lower- and higher-level processes, respectively. We found that the neurodevelopment of the lower-level process was primarily influenced by age, showing increased activation and connectivity with age in parieto-occipital and middle/inferior frontal lobes related to morphological-semantic mapping while decreased activation in the temporoparietal regions linked to phonological processing. However, the brain function of the higher-level process was primarily influenced by reading experience, exhibiting a greater reliance on the frontotemporal semantic network with enhanced sentence-level reading performance. Furthermore, reading experience did not significantly affect the brain function of children, but had a positive effect on young adults in the lower-level process and on middle-aged and older adults in the higher-level process. These findings indicate that the brain function for lower- and higher-level processes of reading comprehension is differently affected by maturation and reading experience, and the experience effect is contingent on age regarding the two processes.
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Affiliation(s)
| | | | | | | | - Ting Qi
- Beijing University of Posts and Telecommunications
| | | | | | | | - Li Liu
- Beijing Normal University
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48
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Lockrow AW, Setton R, Spreng KAP, Sheldon S, Turner GR, Spreng RN. Taking stock of the past: A psychometric evaluation of the Autobiographical Interview. Behav Res Methods 2024; 56:1002-1038. [PMID: 36944860 DOI: 10.3758/s13428-023-02080-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/01/2023] [Indexed: 03/23/2023]
Abstract
Autobiographical memory (AM) involves a rich phenomenological re-experiencing of a spatio-temporal event from the past, which is challenging to objectively quantify. The Autobiographical Interview (AI; Levine et al. Psychology and Aging, 17(4), 677-689, 2002) is a manualized performance-based assessment designed to quantify episodic (internal) and semantic (external) features of recalled and verbally conveyed prior experiences. The AI has been widely adopted, yet has not undergone a comprehensive psychometric validation. We investigated the reliability, validity, association to individual differences measures, and factor structure in healthy younger and older adults (N = 352). Evidence for the AI's reliability was strong: the subjective scoring protocol showed high inter-rater reliability and previously identified age effects were replicated. Internal consistency across timepoints was robust, suggesting stability in recollection. Central to our validation, internal AI scores were positively correlated with standard, performance-based measures of episodic memory, demonstrating convergent validity. The two-factor structure for the AI was not well supported by confirmatory factor analysis. Adjusting internal and external detail scores for the number of words spoken (detail density) improved trait estimation of AM performance. Overall, the AI demonstrated sound psychometric properties for inquiry into the qualities of autobiographical remembering.
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Affiliation(s)
- Amber W Lockrow
- Department of Neurology and Neurosurgery, Laboratory of Brain and Cognition, Montréal Neurological Institute, McGill University, Montréal, QC, H3A 2B4, Canada
| | - Roni Setton
- Department of Neurology and Neurosurgery, Laboratory of Brain and Cognition, Montréal Neurological Institute, McGill University, Montréal, QC, H3A 2B4, Canada
| | | | - Signy Sheldon
- Department of Psychology, McGill University, Montréal, QC, Canada
| | - Gary R Turner
- Department of Psychology, York University, Toronto, ON, Canada
| | - R Nathan Spreng
- Department of Neurology and Neurosurgery, Laboratory of Brain and Cognition, Montréal Neurological Institute, McGill University, Montréal, QC, H3A 2B4, Canada.
- Department of Psychology, McGill University, Montréal, QC, Canada.
- Department of Psychiatry, McGill University, Montréal, QC, Canada.
- McConnell Brain Imaging Centre, Montréal Neurological Institute, McGill University, Montréal, QC, Canada.
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Wang X, Huang CC, Tsai SJ, Lin CP, Cai Q. The aging trajectories of brain functional hierarchy and its impact on cognition across the adult lifespan. Front Aging Neurosci 2024; 16:1331574. [PMID: 38313436 PMCID: PMC10837851 DOI: 10.3389/fnagi.2024.1331574] [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: 11/01/2023] [Accepted: 01/09/2024] [Indexed: 02/06/2024] Open
Abstract
Introduction The hierarchical network architecture of the human brain, pivotal to cognition and behavior, can be explored via gradient analysis using restingstate functional MRI data. Although it has been employed to understand brain development and disorders, the impact of aging on this hierarchical architecture and its link to cognitive decline remains elusive. Methods This study utilized resting-state functional MRI data from 350 healthy adults (aged 20-85) to investigate the functional hierarchical network using connectome gradient analysis with a cross-age sliding window approach. Gradient-related metrics were estimated and correlated with age to evaluate trajectory of gradient changes across lifespan. Results The principal gradient (unimodal-to-transmodal) demonstrated a significant non-linear relationship with age, whereas the secondary gradient (visual-to-somatomotor) showed a simple linear decreasing pattern. Among the principal gradient, significant age-related changes were observed in the somatomotor, dorsal attention, limbic and default mode networks. The changes in the gradient scores of both the somatomotor and frontal-parietal networks were associated with greater working memory and visuospatial ability. Gender differences were found in global gradient metrics and gradient scores of somatomotor and default mode networks in the principal gradient, with no interaction with age effect. Discussion Our study delves into the aging trajectories of functional connectome gradient and its cognitive impact across the adult lifespan, providing insights for future research into the biological underpinnings of brain function and pathological models of atypical aging processes.
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Affiliation(s)
- Xiao Wang
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), Institute of Brain and Education Innovation, School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Chu-Chung Huang
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), Institute of Brain and Education Innovation, School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
- Shanghai Center for Brain Science and Brain-Inspired Technology, Shanghai, China
- NYU-ECNU Institute of Brain and Cognitive Science, New York University Shanghai, Shanghai, China
| | - Shih-Jen Tsai
- Brain Research Center, National Yang-Ming Chiao-Tung University, Taipei, Taiwan
- Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan
- Division of Psychiatry, School of Medicine, National Yang-Ming Chiao-Tung University, Taipei, Taiwan
| | - Ching-Po Lin
- Brain Research Center, National Yang-Ming Chiao-Tung University, Taipei, Taiwan
- Institute of Neuroscience, National Yang-Ming Chiao-Tung University, Taipei, Taiwan
- Department of Education and Research, Taipei City Hospital, Taipei, Taiwan
| | - Qing Cai
- Shanghai Key Laboratory of Brain Functional Genomics (Ministry of Education), Institute of Brain and Education Innovation, School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
- Shanghai Center for Brain Science and Brain-Inspired Technology, Shanghai, China
- NYU-ECNU Institute of Brain and Cognitive Science, New York University Shanghai, Shanghai, China
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50
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Wyatt LE, Hewan PA, Hogeveen J, Spreng RN, Turner GR. Exploration versus exploitation decisions in the human brain: A systematic review of functional neuroimaging and neuropsychological studies. Neuropsychologia 2024; 192:108740. [PMID: 38036246 DOI: 10.1016/j.neuropsychologia.2023.108740] [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] [Received: 01/28/2023] [Revised: 10/15/2023] [Accepted: 11/21/2023] [Indexed: 12/02/2023]
Abstract
Thoughts and actions are often driven by a decision to either explore new avenues with unknown outcomes, or to exploit known options with predictable outcomes. Yet, the neural mechanisms underlying this exploration-exploitation trade-off in humans remain poorly understood. This is attributable to variability in the operationalization of exploration and exploitation as psychological constructs, as well as the heterogeneity of experimental protocols and paradigms used to study these choice behaviours. To address this gap, here we present a comprehensive review of the literature to investigate the neural basis of explore-exploit decision-making in humans. We first conducted a systematic review of functional magnetic resonance imaging (fMRI) studies of exploration-versus exploitation-based decision-making in healthy adult humans during foraging, reinforcement learning, and information search. Eleven fMRI studies met inclusion criterion for this review. Adopting a network neuroscience framework, synthesis of the findings across these studies revealed that exploration-based choice was associated with the engagement of attentional, control, and salience networks. In contrast, exploitation-based choice was associated with engagement of default network brain regions. We interpret these results in the context of a network architecture that supports the flexible switching between externally and internally directed cognitive processes, necessary for adaptive, goal-directed behaviour. To further investigate potential neural mechanisms underlying the exploration-exploitation trade-off we next surveyed studies involving neurodevelopmental, neuropsychological, and neuropsychiatric disorders, as well as lifespan development, and neurodegenerative diseases. We observed striking differences in patterns of explore-exploit decision-making across these populations, again suggesting that these two decision-making modes are supported by independent neural circuits. Taken together, our review highlights the need for precision-mapping of the neural circuitry and behavioural correlates associated with exploration and exploitation in humans. Characterizing exploration versus exploitation decision-making biases may offer a novel, trans-diagnostic approach to assessment, surveillance, and intervention for cognitive decline and dysfunction in normal development and clinical populations.
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Affiliation(s)
- Lindsay E Wyatt
- Department of Psychology, York University, Toronto, ON, Canada
| | - Patrick A Hewan
- Department of Psychology, York University, Toronto, ON, Canada
| | - Jeremy Hogeveen
- Department of Psychology, The University of New Mexico, Albuquerque, NM, USA
| | - R Nathan Spreng
- Montréal Neurological Institute, Department of Neurology and Neurosurgery, McGill University, Montréal, QC, H3A 2B4, Canada; Department of Psychology, McGill University, Montréal, QC, Canada; Department of Psychiatry, McGill University, Montréal, QC, Canada; McConnell Brain Imaging Centre, Montréal Neurological Institute, McGill University, Montréal, QC, Canada.
| | - Gary R Turner
- Department of Psychology, York University, Toronto, ON, Canada.
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