1
|
Fernández-Palacios FG, Tejera-Alonso A, Pacho-Hernández JC, Naeimi A, de-la-Llave-Rincón AI, Ambite-Quesada S, Ortega-Santiago R, Fernández-de-Las-Peñas C, Valera-Calero JA, Cigarán-Mendez M. Effects of aging on experimentally induced pain perception during a distraction task. Sci Rep 2025; 15:10574. [PMID: 40148424 PMCID: PMC11950647 DOI: 10.1038/s41598-025-94849-7] [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: 10/24/2024] [Accepted: 03/17/2025] [Indexed: 03/29/2025] Open
Abstract
To investigate the effects of psychological (anxiety, depression, pain catastrophizing) aspects, pain sensitivity, cognitive performance and executive functions, on pain perception during a distraction task in an acute pain laboratory in young and elderly adults. Twenty-six young (age: 20.0 ± 1.6 years) and thirty-three elderly (age: 68.0 ± 3.8 years) adults completed four self-reported questionnaires (Hospital Anxiety and Depression Scale-HADS, Pain Anxiety Symptoms Scale-20-PASS/20, Pain Catastrophizing Scale-PCS, and Pittsburgh Sleep Quality Index-PSQI), pressure pain thresholds (PPTs), a battery of executive functions (working memory, cognitive flexibility, mental inhibition), and attention levels before performing two distraction tasks (1-back, 2-back). Pain was experimentally induced with a thermal stimulus applied at the non-dominant forearm to provoke moderate pain (70/100 points) before and during the distraction tasks. Age (young, elderly), psychological and psychophysical variables, and neurocognitive test performance levels (low, medium, high) were included in separate ANCOVAs to compare pain intensity at baseline and during distraction tasks. All ANOVAs revealed a main effect of distraction task, indicating that perceived pain intensity scores were lower during both distraction tasks (p < 0.001) compared to baseline. Overall, there was no significant effect of age on perceived pain intensity after distraction tasks, except for an interaction effect between the distraction task and age group depending on PPTs levels (F [2,49] = 3.7, p = 0.03). Elderly adults (with higher PPTs) reported lower perceived pain intensity during both distraction tasks compared to younger adults (lower PPTs). This study found that the hypoalgesic effect of a distraction task is not directly associated with age or neurocognitive function and attention levels in pain-free subjects, but it was related with higher PPTs (lower pressure pain hyperalgesia).
Collapse
Affiliation(s)
- Francisco G Fernández-Palacios
- Department of Psychology, Universidad Rey Juan Carlos, Alcorcón, Spain
- Escuela Internacional de Doctorado, Universidad Rey Juan Carlos, Alcorcón, Spain
| | - Angela Tejera-Alonso
- Department of Psychology, Universidad Rey Juan Carlos, Alcorcón, Spain
- Escuela Internacional de Doctorado, Universidad Rey Juan Carlos, Alcorcón, Spain
| | - Juan C Pacho-Hernández
- Department of Psychology, Universidad Rey Juan Carlos, Alcorcón, Spain.
- Facultad de Ciencias de la Salud, Universidad Rey Juan Carlos, Avenida de Atenas s/n, 28922, Alcorcón, Madrid, Spain.
| | - Arvin Naeimi
- Department of Psychology, Universidad Rey Juan Carlos, Alcorcón, Spain
- Student Research Committee, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Ana I de-la-Llave-Rincón
- Department of Physical Therapy, Occupational Therapy, Rehabilitation, and Physical Medicine, University Rey Juan Carlos, Alcorcón, Spain
| | - Silvia Ambite-Quesada
- Department of Physical Therapy, Occupational Therapy, Rehabilitation, and Physical Medicine, University Rey Juan Carlos, Alcorcón, Spain
| | - Ricardo Ortega-Santiago
- Department of Physical Therapy, Occupational Therapy, Rehabilitation, and Physical Medicine, University Rey Juan Carlos, Alcorcón, Spain
| | - César Fernández-de-Las-Peñas
- Department of Physical Therapy, Occupational Therapy, Rehabilitation, and Physical Medicine, University Rey Juan Carlos, Alcorcón, Spain
| | - Juan A Valera-Calero
- Department of Radiology, Rehabilitation and Physiotherapy, Faculty of Nursery, Physiotherapy and Podiatry, Complutense University of Madrid, Madrid, Spain
- Grupo InPhysio, Instituto de Investigación Sanitaria del Hospital Clínico San Carlos (IdISSC), Madrid, 28040, Spain
| | | |
Collapse
|
2
|
Tubiolo PN, Williams JC, Van Snellenberg JX. Tale of Two n-Backs: Diverging Associations of Dorsolateral Prefrontal Cortex Activation With n-Back Task Performance. J Neurosci Res 2025; 103:e70021. [PMID: 39902779 PMCID: PMC11913012 DOI: 10.1002/jnr.70021] [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: 06/20/2024] [Revised: 12/30/2024] [Accepted: 01/16/2025] [Indexed: 02/06/2025]
Abstract
In studying the neural correlates of working memory (WM) ability via functional magnetic resonance imaging (fMRI) in health and disease, it is relatively uncommon for investigators to report associations between brain activation and measures of task performance. Additionally, how the choice of WM task impacts observed activation-performance relationships is poorly understood. We sought to illustrate the impact of WM task on brain-behavior correlations using two large, publicly available datasets. We conducted between-participants analyses of task-based fMRI data from two publicly available datasets: The Human Connectome Project (HCP; n = 866) and the Queensland Twin Imaging (QTIM) Study (n = 459). Participants performed two distinct variations of the n-back WM task with different stimuli, timings, and response paradigms. Associations between brain activation ([2-back - 0-back] contrast) and task performance (2-back % correct) were investigated separately in each dataset, as well as across datasets, within the dorsolateral prefrontal cortex (dlPFC), medial prefrontal cortex, and whole cortex. Global patterns of activation to task were similar in both datasets. However, opposite associations between activation and task performance were observed in bilateral pre-supplementary motor area and left middle frontal gyrus. Within the dlPFC, HCP participants exhibited a significantly greater activation-performance relationship in bilateral middle frontal gyrus relative to QTIM Study participants. The observation of diverging activation-performance relationships between two large datasets performing variations of the n-back task serves as a critical reminder for investigators to exercise caution when selecting WM tasks and interpreting neural activation in response to a WM task.
Collapse
Affiliation(s)
- Philip N Tubiolo
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York, USA
- Department of Psychiatry and Behavioral Health, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
- Scholars in BioMedical Sciences Training Program, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - John C Williams
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York, USA
- Department of Psychiatry and Behavioral Health, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
- Medical Scientist Training Program, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
| | - Jared X Van Snellenberg
- Department of Biomedical Engineering, Stony Brook University, Stony Brook, New York, USA
- Department of Psychiatry and Behavioral Health, Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA
- Department of Psychology, Stony Brook University, Stony Brook, New York, USA
| |
Collapse
|
3
|
Zhu S, Wang Q, Kan C, Geng A, Sui Y, Zhuang R, Zhu Y, Wang T, Zhu L, Guo C. Age-related cerebral changes during different n-back tasks: a functional near-infrared spectroscopy study. Front Aging Neurosci 2024; 16:1437587. [PMID: 39478697 PMCID: PMC11521811 DOI: 10.3389/fnagi.2024.1437587] [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: 05/24/2024] [Accepted: 10/02/2024] [Indexed: 11/02/2024] Open
Abstract
Background The n-back task is a widely used paradigm to assess working memory and is commonly applied in research on age-related cognitive decline. However, studies utilizing functional near-infrared spectroscopy (fNIRS) to explore this area are limited. Objective This study aims to investigate age-related differences in brain activation during the n-back task using fNIRS. Methods fNIRS data were collected from 18 elderly and 19 young participants while performing different n-back tasks. Brain activation patterns and peripheral performance were compared between the two groups. Results Significant differences in brain activation patterns were observed between elderly and young participants. Under the 3-back condition, the older group exhibited reduced activation in brain regions adjacent to prefrontal cognitive areas compared to the younger group. Additionally, the older group's performance plateaued at the 2-back level, along with a decline in prefrontal activation. Conclusion These findings may suggest potential markers for cognitive decline, providing a new target for future screening.
Collapse
Affiliation(s)
- Shizhe Zhu
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Qinglei Wang
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chaojie Kan
- Department of Rehabilitation Medicine, Changzhou Dean Hospital, Changzhou, China
| | - Ayan Geng
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Youxin Sui
- Department of Rehabilitation Sciences, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR, China
| | - Ren Zhuang
- Department of Rehabilitation Medicine, Changzhou Dean Hospital, Changzhou, China
| | - Yi Zhu
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Tong Wang
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Lan Zhu
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chuan Guo
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| |
Collapse
|
4
|
Gonzalez C, Ranchod S, Rakobowchuk M. Using multivariate partial least squares on fNIRS data to examine load-dependent brain-behaviour relationships in aging. PLoS One 2024; 19:e0312109. [PMID: 39401216 PMCID: PMC11472942 DOI: 10.1371/journal.pone.0312109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2024] [Accepted: 09/30/2024] [Indexed: 10/17/2024] Open
Abstract
Researchers implementing non-invasive neuroimaging have reported distinct load-dependent brain activity patterns in older adults compared with younger adults. Although findings are mixed, these age-related patterns are often associated with compensatory mechanisms of cognitive decline even in the absence of direct comparisons between brain activity and cognitive performance. This study investigated the effects of cognitive load on brain-behavior relationships in younger and older adults using a data-driven, multivariate partial least squares (PLS) analysis of functional near-infrared spectroscopy (fNIRS) data. We measured bilateral prefrontal brain activity in 31 older and 27 younger adults while they performed single and dual 2-back tasks. Behavioral PLS analysis was used to determine relationships between performance metrics (reaction time and error rate) and brain oxygenation (HbO) and deoxygenation (HbR) patterns across groups and task loads. Results revealed significant age-group differences in brain-behavior relationships. In younger adults, increased brain activity (i.e., increased HbO and decreased HbR) was associated with faster reaction times and better accuracy in the single task, indicating sufficient neural capacity. Conversely, older adults showed a negative correlation between HbR and error rates in the single task; however, in the dual task, they demonstrated a positive relationship between HbO and performance, indicative of compensatory mechanisms under the higher cognitive load. Overall, older adults' showed relationships with either HbR or HbO, but not both, indicating that the robustness of the relationship between brain activity and behavior varies across task load conditions. Our PLS approach revealed distinct load-dependent brain activity between age groups, providing further insight into neurocognitive aging patterns, such as compensatory mechanisms, by emphasizing the variability and complexity of brain-behavior relationships. Our findings also highlight the importance of considering task complexity and cognitive demands in interpreting age-related brain activity patterns.
Collapse
Affiliation(s)
- Claudia Gonzalez
- Psychology Department, Faculty of Arts, Thompson Rivers University, Kamloops, British Columbia, Canada
| | - Supreeta Ranchod
- Biology Department, Faculty of Science, Thompson Rivers University, Kamloops, British Columbia, Canada
| | - Mark Rakobowchuk
- Biology Department, Faculty of Science, Thompson Rivers University, Kamloops, British Columbia, Canada
| |
Collapse
|
5
|
Gellersen HM, McMaster J, Abdurahman A, Simons JS. Demands on perceptual and mnemonic fidelity are a key determinant of age-related cognitive decline throughout the lifespan. J Exp Psychol Gen 2024; 153:200-223. [PMID: 38236240 PMCID: PMC10795485 DOI: 10.1037/xge0001476] [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: 02/13/2023] [Revised: 07/07/2023] [Accepted: 07/16/2023] [Indexed: 01/19/2024]
Abstract
Aging results in less detailed memories, reflecting reduced fidelity of remembered compared to real-world representations. We tested whether poorer representational fidelity across perception, short-term memory (STM), and long-term memory (LTM) are among the earliest signs of cognitive aging. Our paradigm probed target-lure object mnemonic discrimination and precision of object-location binding. Across the lifespan, cognitive deficits were observed in midlife when detailed stimulus representations were required for perceptual and short/long-term forced choice mnemonic discrimination. A continuous metric of object-location source memory combined with computational modeling demonstrated that errors in STM and LTM in middle-aged adults were largely driven by a loss of precision for retrieved memories, not necessarily by forgetting. On a trial-by-trial basis, fidelity of item and spatial information was more tightly bound in LTM compared to STM with this association being unaffected by age. Standard neuropsychological tests without demands on memory quality (digit span, verbal learning) were less sensitive to age effects than STM and LTM precision. Perceptual discrimination predicted mnemonic discrimination. Neuropsychological proxies for prefrontal executive functions correlated with STM, but not LTM fidelity. Conversely, neuropsychological indicators of hippocampal integrity correlated with mnemonic discrimination and precision of both STM and LTM, suggesting partially dissociable mechanisms of interindividual variability in STM and LTM fidelity. These findings suggest that reduced representational fidelity is a hallmark of cognitive aging across perception, STM, and LTM and can be observed from midlife onward. Continuous memory precision tasks may be promising for the early detection of subtle age-related cognitive decline. (PsycInfo Database Record (c) 2024 APA, all rights reserved).
Collapse
Affiliation(s)
| | | | | | - Jon S Simons
- Department of Psychology, University of Cambridge
| |
Collapse
|
6
|
Ranchod S, Rakobowchuk M, Gonzalez C. Distinct age-related brain activity patterns in the prefrontal cortex when increasing cognitive load: A functional near-infrared spectroscopy study. PLoS One 2023; 18:e0293394. [PMID: 38091335 PMCID: PMC10718428 DOI: 10.1371/journal.pone.0293394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 10/11/2023] [Indexed: 12/18/2023] Open
Abstract
Researchers have long observed distinct brain activity patterns in older adults compared with younger adults that correlate with cognitive performance. Mainly, older adults tend to show over-recruitment of bilateral brain regions during lower task loads and improved performance interpreted as compensation, but not observed at higher loads. However, there are discrepancies about whether increases in activity are compensatory and whether older adults can show compensation at higher loads. Our aim was to examine age-related differences in prefrontal cortex (PFC) activity and cognitive performance using functional near-infrared spectroscopy (fNIRS) during single and dual N-back tasks. Twenty-seven young adults (18-27 years) and 31 older adults (64-84 yrs) took part in the study. We used a robust fNIRS data methodology consisting of channel and region of interest analyses. Results showed differences in performance between task load conditions and age-related differences in reaction times but no age-group effects for accuracy. Older adults exhibited more bilateral PFC activation compared with young adults across all tasks and showed increases in brain activity in high compared to low load conditions. Our findings further support previous reports showing that older adults use compensatory recruitment of additional brain regions in PFC to maintain cognitive performance but go against the notion that such compensation is not present at higher cognitive loads. Additionally, our results indicate that fNIRS is a sensitive tool that can characterize adaptive cortical changes in healthy aging.
Collapse
Affiliation(s)
- Supreeta Ranchod
- Biology Department, Faculty of Science, Thompson Rivers University, Kamloops, British Columbia, Canada
- Psychology Department, Faculty of Arts, Thompson Rivers University, Kamloops, British Columbia, Canada
| | - Mark Rakobowchuk
- Biology Department, Faculty of Science, Thompson Rivers University, Kamloops, British Columbia, Canada
| | - Claudia Gonzalez
- Psychology Department, Faculty of Arts, Thompson Rivers University, Kamloops, British Columbia, Canada
| |
Collapse
|
7
|
Argiris G, Stern Y, Habeck C. Neural similarity across task load relates to cognitive reserve and brain maintenance measures on the Letter Sternberg task: a longitudinal study. Brain Imaging Behav 2023; 17:100-113. [PMID: 36484923 PMCID: PMC9925407 DOI: 10.1007/s11682-022-00746-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/08/2022] [Indexed: 12/13/2022]
Abstract
The aging process is characterized by change across several measures that index cognitive status and brain integrity. In the present study, 54 cognitively-healthy younger and older adults, were analyzed, longitudinally, on a verbal working memory task to investigate the effect of brain maintenance (i.e., cortical thickness) and cognitive reserve (i.e., NART IQ as proxy) factors on a derived measure of neural efficiency. Participants were scanned using fMRI while presented with the Letter Sternberg task, a verbal working memory task consisting of encoding, maintenance and retrieval phases, where cognitive load is manipulated by varying the number of presented items (i.e., between one and six letters). Via correlation analysis, we looked at region-level and whole-brain relationships between load levels within each phase and then computed a global task measure, what we term phase specificity, to analyze how similar neural responses were across load levels within each phase compared to between each phase. We found that longitudinal change in phase specificity was positively related to longitudinal change in cortical thickness, at both the whole-brain and regional level. Additionally, baseline NART IQ was positively related to longitudinal change in phase specificity over time. Furthermore, we found a longitudinal effect of sex on change in phase specificity, such that females displayed higher phase specificity over time. Cross-sectional findings aligned with longitudinal findings, with the notable exception of behavioral performance being positively linked to phase specificity cross-sectionally at baseline. Taken together, our findings suggest that phase specificity positively relates to brain maintenance and reserve factors and should be better investigated as a measure of neural efficiency.
Collapse
Affiliation(s)
- Georgette Argiris
- Cognitive Neuroscience Division, Columbia University, New York, NY, USA
- Taub Institute, Columbia University, New York, NY, USA
- Columbia University Irving Medical Center, Neurological Institute, 710 West 168th Street, 3rd floor, NY, 10032, New York, USA
| | - Yaakov Stern
- Cognitive Neuroscience Division, Columbia University, New York, NY, USA
- Taub Institute, Columbia University, New York, NY, USA
- Columbia University Irving Medical Center, Neurological Institute, 710 West 168th Street, 3rd floor, NY, 10032, New York, USA
| | - Christian Habeck
- Cognitive Neuroscience Division, Columbia University, New York, NY, USA.
- Taub Institute, Columbia University, New York, NY, USA.
- Columbia University Irving Medical Center, Neurological Institute, 710 West 168th Street, 3rd floor, NY, 10032, New York, USA.
| |
Collapse
|
8
|
Chu NCW, Sturnieks DL, Lord SR, Menant JC. Visuospatial working memory and obstacle crossing in young and older people. Exp Brain Res 2022; 240:2871-2883. [PMID: 36112172 PMCID: PMC9587940 DOI: 10.1007/s00221-022-06458-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Accepted: 09/02/2022] [Indexed: 12/05/2022]
Abstract
Obstacle crossing requires visuospatial working memory to guide the trailing leg trajectory when vision in unavailable. Visuospatial working memory, as assessed with neuropsychological tests, declines with age, however, this remains to be investigated functionally in obstacle crossing. There is also evidence that visuospatial encoding during a secondary task interferes with balance control during stepping and walking in older people. Here, we studied the interaction effects of age by delay (study 1) and age by secondary visuospatial task (study 2) conditions on obstacle clearance in a visuospatial working memory -guided obstacle crossing task. Healthy young adults aged 19 to 36 years (n = 20 in study 1 and n = 17 in study 2) and healthy older adults aged 66 to 83 years (n = 29 in study 1 and n = 21 in study 2) were instructed to step over an obstacle with their leading leg and straddle it for a delay period before completing the crossing with their trailing leg. In study 1, two obstacle height conditions (12 cm, 18 cm) and two delay durations (20 s, 60 s) were presented in random order. In study 2, participants were required to attend to either no secondary task (control), a visuospatial secondary (star movement) task, or a nonspatial secondary (arithmetic) task, while straddling the obstacle for a delay duration of 20 s, at obstacle heights of 12 cm and 18 cm, randomly presented. Trailing leg kinematics (mean and variability of maximum toe clearance over the obstacle) were determined via motion capture. There were no statistically significant age by delay or age by secondary task interactions. In study 1, toe clearance variability was significantly greater in young adults and increased with increasing delay duration in both groups. In study 2, compared with the control condition, toe clearance variability was significantly greater in the non-spatial secondary task condition but not in the visuospatial condition. Contrary to our hypotheses, these findings suggest that young and older adults alike can store an obstacle representation via visuospatial working memory for durations of at least 60 s and use this information to safely scale their trailing leg over an obstacle. However, the increase in trailing leg toe clearance variability with delay duration suggests that obstacle representation starts to deteriorate even within the first 20 s regardless of age. The finding that undertaking a concurrent arithmetic task impaired visuospatial working memory-guided obstacle clearance suggests a potential increased risk of tripping during obstacle crossing while dual-tasking in both young and older people.
Collapse
Affiliation(s)
- N C W Chu
- Neuroscience Research Australia, University of New South Wales, Sydney, NSW, Australia
| | - D L Sturnieks
- Neuroscience Research Australia, University of New South Wales, Sydney, NSW, Australia
- School of Medical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - S R Lord
- Neuroscience Research Australia, University of New South Wales, Sydney, NSW, Australia
- School of Population Health, University of New South Wales, Sydney, NSW, Australia
| | - J C Menant
- Neuroscience Research Australia, University of New South Wales, Sydney, NSW, Australia.
- School of Population Health, University of New South Wales, Sydney, NSW, Australia.
| |
Collapse
|
9
|
St George RJ, Jayakody O, Healey R, Breslin M, Hinder MR, Callisaya ML. Cognitive inhibition tasks interfere with dual-task walking and increase prefrontal cortical activity more than working memory tasks in young and older adults. Gait Posture 2022; 95:186-191. [PMID: 35525151 DOI: 10.1016/j.gaitpost.2022.04.021] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 04/18/2022] [Accepted: 04/24/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Prior work suggests there may be greater reliance on executive function for walking in older people. The pre-frontal cortex (PFC), which controls aspects of executive function, is known to be active during dual-task walking (DTW). However, there is debate on how PFC activity during DTW is impacted by ageing and the requirements of the cognitive task. RESEARCH QUESTION Functional near infrared spectroscopy, was used to investigate how PFC activity during walking was affected by (i) healthy ageing; and (ii) dual-tasks that utilise inhibition or working memory aspects of executive function. METHODS Young (n = 26, 16 females, mean 20.9 years) and older (n = 26, 16 females, mean 70.3 years) adults performed five conditions: normal walking; Reciting Alternate Letters of the alphabet (RAL, requiring cognitive inhibition and working memory) during standing and walking; and serial subtraction by threes (SS3, requiring working memory alone) during standing and walking. Walking speed, cognitive performance, the PFC haemodynamic response, and fear of falling ratings were analysed using linear mixed-effects modelling. RESULTS Compared to quiet standing, PFC activity increased during normal walking for older adults but decreased for young adults (p < 0.01). Across both groups, fear of falling contributed to higher PFC activity levels when walking (p < 0.01). PFC activity increased during DTW, and this increase was greater when performing RAL compared to the SS3 task (p < 0.01). Although the rate of correct responses was higher for RAL, walking speed reduced more with RAL than SS3 in the young group (p = 0.01), and the rate of correct responses reduced more when walking with RAL than SS3 in the older group (p < 0.01). SIGNIFICANCE Older adults have increased levels of PFC activation during walking compared to younger adults and fear of falling is a cofounding factor. The interference between gait and a concurrent cognitive task is higher when the cognitive task requires inhibition.
Collapse
Affiliation(s)
- Rebecca J St George
- School of Psychological Sciences, College of Health and Medicine, University of Tasmania, Sandy Bay, Australia; Wicking Dementia Research and Education Centre, University of Tasmania, Hobart, Australia.
| | - Oshadi Jayakody
- Department of Medicine, Albert Einstein College of Medicine, New York, USA
| | - Rebecca Healey
- School of Psychological Sciences, College of Health and Medicine, University of Tasmania, Sandy Bay, Australia
| | - Monique Breslin
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Mark R Hinder
- School of Psychological Sciences, College of Health and Medicine, University of Tasmania, Sandy Bay, Australia
| | - Michele L Callisaya
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia; Peninsula Clinical School, Central Clinical School, Monash University, Melbourne, Victoria, Australia
| |
Collapse
|
10
|
Luis EO, Akrivou K, Bermejo-Martins E, Scalzo G, Orón JV. The Interprocessual-Self Theory in Support of Human Neuroscience Studies. Front Psychol 2022; 12:686928. [PMID: 35153881 PMCID: PMC8832125 DOI: 10.3389/fpsyg.2021.686928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Accepted: 12/20/2021] [Indexed: 11/16/2022] Open
Abstract
Rather than occurring abstractly (autonomously), ethical growth occurs in interpersonal relationships (IRs). It requires optimally functioning cognitive processes [attention, working memory (WM), episodic/autobiographical memory (AM), inhibition, flexibility, among others], emotional processes (physical contact, motivation, and empathy), processes surrounding ethical, intimacy, and identity issues, and other psychological processes (self-knowledge, integration, and the capacity for agency). Without intending to be reductionist, we believe that these aspects are essential for optimally engaging in IRs and for the personal constitution. While they are all integrated into our daily life, in research and academic work, it is hard to see how they are integrated. Thus, we need better theoretical frameworks for studying them. That study and integration thereof are undertaken differently depending on different views of what it means to live as a human being. We rely on neuroscientific data to support the chosen theory to offer knowledge to understand human beings and interpersonal relational growth. We should of course note that to describe what makes up the uniqueness of being, acting, and growing as a human person involves something much more profound which requires too, a methodology that opens the way for a theory of the person that responds to the concerns of philosophy and philosophical anthropology from many disciplines and methods (Orón Semper, 2015; Polo, 2015), but this is outside the scope of this study. With these in mind, this article aims to introduce a new explanatory framework, called the Interprocessual-self (IPS), for the neuroscientific findings that allow for a holistic consideration of the previously mentioned processes. Contributing to the knowledge of personal growth and avoiding a reductionist view, we first offer a general description of the research that supports the interrelation between personal virtue in IRs and relevant cognitive, emotional, and ethic-moral processes. This reveals how relationships allow people to relate ethically and grow as persons. We include conceptualizations and descriptions of their neural bases. Secondly, with the IPS model, we explore neuroscientific findings regarding self-knowledge, integration, and agency, all psychological processes that stimulate inner exploration of the self concerning the other. We find that these fundamental conditions can be understood from IPS theory. Finally, we explore situations that involve the integration of two levels, namely the interpersonal one and the social contexts of relationships.
Collapse
Affiliation(s)
- Elkin O. Luis
- Psychological Processes in Education and Health Group, School of Education and Psychology, University of Navarra, Pamplona, Spain
- Navarra Institute for Health Research, Pamplona, Spain
| | - Kleio Akrivou
- Henley Business School, University of Reading, Reading, United Kingdom
| | - Elena Bermejo-Martins
- Navarra Institute for Health Research, Pamplona, Spain
- Department of Community Nursing and Midwifery, School of Nursing, University of Navarra, Pamplona, Spain
| | - Germán Scalzo
- School of Business, Universidad Panamericana, Mexico City, Mexico
| | - José Víctor Orón
- Fundación UpToYou Educación, Zaragoza, Spain
- *Correspondence: José Víctor Orón,
| |
Collapse
|
11
|
Yamashita M, Suzuki M, Kawagoe T, Asano K, Futada M, Nakai R, Abe N, Sekiyama K. Impact of Early-Commenced and Continued Sports Training on the Precuneus in Older Athletes. Front Hum Neurosci 2021; 15:766935. [PMID: 34955788 PMCID: PMC8692267 DOI: 10.3389/fnhum.2021.766935] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 10/12/2021] [Indexed: 01/17/2023] Open
Abstract
Intervention studies on sedentary older adults have demonstrated that commencing physical exercise at an older age has a positive effect on brain structure. Although this suggests that older athletes with lifelong sports training have larger gray matter volume (GMV) in some brain regions compared to age-matched non-athletes, evidence in the literature is scarce. Moreover, it remains unclear whether a larger GMV is associated with training intensity or period of training in life. To address these gaps in the literature, we compared regional brain GMV between 24 older athletes (mean age, 71.4 years; age at the commencement of sports training, 31.2 years, continuous sports training, 40.0 years; current training time, 7.9 h/week) and 24 age-matched non-athletes (mean age, 71.0 years). The period of sports training and the current training time of the athletes were assessed. Both groups were evaluated for physical activity intensity as well as cognitive and motor performance. Although no group differences were noted in cognitive and motor performance, athletes reported higher physical activity intensity than non-athletes. Whole-brain structural analysis revealed a significantly larger GMV in several brain regions in athletes. Notably, the GMV of the precuneus in athletes was positively correlated with earlier commencement of sports training and training duration but was negatively correlated with current training time. Our findings demonstrate that early-commenced and continued sports training predicts structural maintenance of the precuneus in old age. Our results also suggest that excessive training time in old age may have a negative impact on the GMV of the precuneus; thereby delineating how the precuneus is associated with lifelong sports training in older athletes.
Collapse
Affiliation(s)
- Masatoshi Yamashita
- Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Kyoto, Japan
| | - Maki Suzuki
- Department of Behavioral Neurology and Neuropsychiatry, Osaka University United Graduate School of Child Development, Osaka, Japan.,Faculty of Letters, Kumamoto University, Kumamoto, Japan
| | - Toshikazu Kawagoe
- Faculty of Letters, Kumamoto University, Kumamoto, Japan.,Liberal Arts Education Center, Kyushu Campuses, Tokai University, Kumamoto, Japan
| | - Kohei Asano
- Faculty of Child Care and Education, Osaka University of Comprehensive Children Education, Osaka, Japan.,Kokoro Research Center, Kyoto University, Kyoto, Japan
| | | | - Ryusuke Nakai
- Kokoro Research Center, Kyoto University, Kyoto, Japan
| | - Nobuhito Abe
- Kokoro Research Center, Kyoto University, Kyoto, Japan
| | - Kaoru Sekiyama
- Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Kyoto, Japan.,Faculty of Letters, Kumamoto University, Kumamoto, Japan
| |
Collapse
|
12
|
Rossi C, Roemmich RT, Schweighofer N, Bastian AJ, Leech KA. Younger and Late Middle-Aged Adults Exhibit Different Patterns of Cognitive-Motor Interference During Locomotor Adaptation, With No Disruption of Savings. Front Aging Neurosci 2021; 13:729284. [PMID: 34899267 PMCID: PMC8664558 DOI: 10.3389/fnagi.2021.729284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2021] [Accepted: 10/21/2021] [Indexed: 11/13/2022] Open
Abstract
It has been proposed that motor adaptation and subsequent savings (or faster relearning) of an adapted movement pattern are mediated by cognitive processes. Here, we evaluated the pattern of cognitive-motor interference that emerges when young and late middle-aged adults perform an executive working memory task during locomotor adaptation. We also asked if this interferes with savings of a newly learned walking pattern, as has been suggested by a study of reaching adaptation. We studied split-belt treadmill adaptation and savings in young (21 ± 2 y/o) and late middle-aged (56 ± 6 y/o) adults with or without a secondary 2-back task during adaptation. We found that young adults showed similar performance on the 2-back task during baseline and adaptation, suggesting no effect of the dual-task on cognitive performance; however, dual-tasking interfered with adaptation over the first few steps. Conversely, dual-tasking caused a decrement in cognitive performance in late middle-aged adults with no effect on adaptation. To determine if this effect was specific to adaptation, we also evaluated dual-task interference in late middle-aged adults that dual-tasked while walking in a complex environment that did not induce motor adaptation. This group exhibited less cognitive-motor interference than late middle-aged adults who dual-tasked during adaptation. Savings was unaffected by dual-tasking in both young and late middle-aged adults, which may indicate different underlying mechanisms for savings of reaching and walking. Collectively, our findings reveal an age-dependent effect of cognitive-motor interference during dual-task locomotor adaptation and no effect of dual-tasking on savings, regardless of age. Young adults maintain cognitive performance and show a mild decrement in locomotor adaptation, while late middle-aged adults adapt locomotion at the expense of cognitive performance.
Collapse
Affiliation(s)
- Cristina Rossi
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, MD, United States
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Ryan T. Roemmich
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, MD, United States
- Department of Physical Medicine and Rehabilitation, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Nicolas Schweighofer
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA, United States
| | - Amy J. Bastian
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, MD, United States
- Department of Neuroscience, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Kristan A. Leech
- Center for Movement Studies, Kennedy Krieger Institute, Baltimore, MD, United States
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles, CA, United States
| |
Collapse
|
13
|
Stress in pregnancy: Clinical and adaptive behavior of offspring following Superstorm Sandy. Dev Psychopathol 2021; 34:1249-1259. [PMID: 34596500 DOI: 10.1017/s0954579421000304] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The current study investigated 304 children from a longitudinal project (the Stress in Pregnancy (SIP) Study) who were exposed and unexposed to Superstorm Sandy ("Sandy") in utero. They were prospectively followed from 2 to 6 years of age and their clinical and adaptive behaviors were assessed annually. Using a hierarchical linear model, the study found that in utero Sandy exposure was associated with greater clinical (anxiety, depression, and somatization) and lower adaptive behaviors (social skills and functional communication) at age 2 years. However, the trajectories were notably different between the two groups. Anxiety increased more rapidly among the exposed than unexposed group at ages 2-4, and depression increased only among the exposed. In contrast, social skills and functional communication were lower in exposed compared to unexposed children at age 2, but quickly increased and exceeded the capacities of unexposed children by age 3. The findings confirm that prenatal Sandy exposure is not only associated with an increase in anxiety, depression, and somatization in offspring, but also with greater adaptive skills as the children got older. Our study demonstrates that while children who have experienced stress in utero demonstrate elevated suboptimal clinical behaviors related to affective disorders, they nevertheless have the potential to learn adaptive skills.
Collapse
|
14
|
Evangelista ND, O’Shea A, Kraft JN, Hausman HK, Boutzoukas EM, Nissim NR, Albizu A, Hardcastle C, Van Etten EJ, Bharadwaj PK, Smith SG, Song H, Hishaw GA, DeKosky S, Wu S, Porges E, Alexander GE, Marsiske M, Cohen R, Woods AJ. Independent Contributions of Dorsolateral Prefrontal Structure and Function to Working Memory in Healthy Older Adults. Cereb Cortex 2021; 31:1732-1743. [PMID: 33188384 PMCID: PMC7869098 DOI: 10.1093/cercor/bhaa322] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 10/06/2020] [Accepted: 10/07/2020] [Indexed: 12/25/2022] Open
Abstract
Age-related differences in dorsolateral prefrontal cortex (DLPFC) structure and function have each been linked to working memory. However, few studies have integrated multimodal imaging to simultaneously investigate relationships among structure, function, and cognition. We aimed to clarify how specifically DLPFC structure and function contribute to working memory in healthy older adults. In total, 138 participants aged 65-88 underwent 3 T neuroimaging and were divided into higher and lower groups based on a median split of in-scanner n-back task performance. Three a priori spherical DLPFC regions of interest (ROIs) were used to quantify blood-oxygen-level-dependent (BOLD) signal and FreeSurfer-derived surface area, cortical thickness, and white matter volume. Binary logistic regressions adjusting for age, sex, education, and scanner type revealed that greater left and right DLPFC BOLD signal predicted the probability of higher performing group membership (P values<.05). Binary logistic regressions also adjusting for total intracranial volume revealed left DLPFC surface area that significantly predicted the probability of being in the higher performing group (P = 0.017). The left DLPFC BOLD signal and surface area were not significantly associated and did not significantly interact to predict group membership (P values>.05). Importantly, this suggests BOLD signal and surface area may independently contribute to working memory performance in healthy older adults.
Collapse
Affiliation(s)
- Nicole D Evangelista
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, 32611, USA
| | - Andrew O’Shea
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, 32611, USA
| | - Jessica N Kraft
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Neuroscience, College of Medicine, University of Florida
| | - Hanna K Hausman
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, 32611, USA
| | - Emanuel M Boutzoukas
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, 32611, USA
| | - Nicole R Nissim
- Department of Neurology, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Alejandro Albizu
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Neuroscience, College of Medicine, University of Florida
| | - Cheshire Hardcastle
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, 32611, USA
| | - Emily J Van Etten
- Department of Psychology and McKnight Brain Institute, University of Arizona, Tucson, AZ, 85721, USA
| | - Pradyumna K Bharadwaj
- Department of Psychology and McKnight Brain Institute, University of Arizona, Tucson, AZ, 85721, USA
| | - Samantha G Smith
- Department of Psychology and McKnight Brain Institute, University of Arizona, Tucson, AZ, 85721, USA
| | - Hyun Song
- Department of Psychology and McKnight Brain Institute, University of Arizona, Tucson, AZ, 85721, USA
| | - Georg A Hishaw
- Department of Psychiatry, Department of Neurology, College of Medicine, University of Arizona, Tucson, AZ, 85721, USA
| | - Steven DeKosky
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Neurology, College of Medicine, University of Florida
| | - Samuel Wu
- Department of Biostatistics, College of Public Health and Health Professions, College of Medicine, University of Florida, Gainesville, FL, 32611, USA
| | - Eric Porges
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, 32611, USA
| | - Gene E Alexander
- Department of Psychology and McKnight Brain Institute, University of Arizona, Tucson, AZ, 85721, USA
- Brain Imaging, Behavior and Aging Laboratory, Departments of Psychology and Psychiatry, Neuroscience and Physiological Sciences Graduate Interdisciplinary Programs, BIO5 Institute and McKnight Brain Institute, University of Arizona, Tucson, AZ, 85721, USA
| | - Michael Marsiske
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, 32611, USA
| | - Ronald Cohen
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, 32611, USA
| | - Adam J Woods
- Center for Cognitive Aging and Memory Clinical Translational Research, McKnight Brain Institute, University of Florida, Gainesville, FL, 32611, USA
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, 32611, USA
- Department of Neuroscience, College of Medicine, University of Florida
| |
Collapse
|
15
|
Trenado C, Pedroarena-Leal N, Ruge D. Considering the Role of Neurodidactics in Medical Education as Inspired by Learning Studies and Music Education. MEDICAL SCIENCE EDUCATOR 2021; 31:267-272. [PMID: 34457881 PMCID: PMC8368535 DOI: 10.1007/s40670-020-01176-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/20/2020] [Indexed: 06/13/2023]
Affiliation(s)
- Carlos Trenado
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich Heine University, Moorenstr. 5, 40225 Duesseldorf, Germany
| | - Nicole Pedroarena-Leal
- UCL-Institute of Neurology, University College London (UCL), Queen Square, London, WC1N 3BG UK
| | - Diane Ruge
- UCL-Institute of Neurology, University College London (UCL), Queen Square, London, WC1N 3BG UK
| |
Collapse
|
16
|
Frost NJ, Weinborn M, Gignac GE, Rainey-Smith SR, Markovic S, Gordon N, Sohrabi HR, Laws SM, Martins RN, Peiffer JJ, Brown BM. A Randomized Controlled Trial of High-Intensity Exercise and Executive Functioning in Cognitively Normal Older Adults. Am J Geriatr Psychiatry 2021; 29:129-140. [PMID: 32732104 DOI: 10.1016/j.jagp.2020.06.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 06/17/2020] [Accepted: 06/17/2020] [Indexed: 02/04/2023]
Abstract
BACKGROUND There is a paucity of interventional research that systematically assesses the role of exercise intensity and cardiorespiratory fitness, and their relationship with executive function in older adults. To address this limitation, we have examined the effect of a systematically manipulated exercise intervention on executive function. METHODS Ninety-nine cognitively normal participants (age = 69.10 ± 5.2 years; n = 54 female) were randomized into either a high-intensity cycle-based exercise, moderate-intensity cycle-based exercise, or no-intervention control group. All participants underwent neuropsychological testing and fitness assessment at baseline (preintervention), 6-month follow-up (postintervention), and 12-month postintervention. Executive function was measured comprehensively, including measures of each subdomain: Shifting, Updating/ Working Memory, Inhibition, Verbal Generativity, and Nonverbal Reasoning. Cardiorespiratory fitness was measured by analysis of peak aerobic capacity; VO2peak. RESULTS First, the exercise intervention was found to increase cardiorespiratory fitness (VO2peak) in the intervention groups, in comparison to the control group (F =10.40, p≤0.01). However, the authors failed to find mean differences in executive function scores between the high-intensity, moderate intensity, or inactive control group. On the basis of change scores, cardiorespiratory fitness was found to associate positively with the executive function (EF) subdomains of Updating/Working Memory (β = 0.37, p = 0.01, r = 0.34) and Verbal Generativity (β = 0.30, p = 0.03, r = 0.28) for intervention, but not control participants. CONCLUSION At the aggregate level, the authors failed to find evidence that 6-months of high-intensity aerobic exercise improves EF in older adults. However, it remains possible that individual differences in experimentally induced changes in cardiorespiratory fitness may be associated with changes in Updating/ Working Memory and Verbal Generativity.
Collapse
Affiliation(s)
- Natalie J Frost
- School of Psychological Science (NF, MW, GG), University of Western Australia, Crawley, Western Australia, Australia; Australian Alzheimer's Research Foundation (NF, MW, SRRS, SM, HRS, RNM, BMB), Sarich Neurosciences Research Institute, Nedlands, Western Australia, Australia; Ageing, Cognition and Exercise Research Group (NF, SRRS, SM, NG, HRS, JJP, BMB), School of Psychology and Exercise Science, Murdoch University, Murdoch, Western Australia, Australia.
| | - Michael Weinborn
- School of Psychological Science (NF, MW, GG), University of Western Australia, Crawley, Western Australia, Australia; Australian Alzheimer's Research Foundation (NF, MW, SRRS, SM, HRS, RNM, BMB), Sarich Neurosciences Research Institute, Nedlands, Western Australia, Australia; School of Medical and Health Sciences (MW, SRRS, HRS, SML, RNM), Edith Cowan University, Joondalup, Western Australia, Australia
| | - Gilles E Gignac
- School of Psychological Science (NF, MW, GG), University of Western Australia, Crawley, Western Australia, Australia
| | - Stephanie R Rainey-Smith
- Australian Alzheimer's Research Foundation (NF, MW, SRRS, SM, HRS, RNM, BMB), Sarich Neurosciences Research Institute, Nedlands, Western Australia, Australia; Ageing, Cognition and Exercise Research Group (NF, SRRS, SM, NG, HRS, JJP, BMB), School of Psychology and Exercise Science, Murdoch University, Murdoch, Western Australia, Australia; School of Medical and Health Sciences (MW, SRRS, HRS, SML, RNM), Edith Cowan University, Joondalup, Western Australia, Australia
| | - Shaun Markovic
- Exercise Science, College of Science, Health, Engineering and Education (SM, NG, JJP, BMB), Murdoch University, Murdoch, Western Australia, Australia; Australian Alzheimer's Research Foundation (NF, MW, SRRS, SM, HRS, RNM, BMB), Sarich Neurosciences Research Institute, Nedlands, Western Australia, Australia; Ageing, Cognition and Exercise Research Group (NF, SRRS, SM, NG, HRS, JJP, BMB), School of Psychology and Exercise Science, Murdoch University, Murdoch, Western Australia, Australia
| | - Nicole Gordon
- Exercise Science, College of Science, Health, Engineering and Education (SM, NG, JJP, BMB), Murdoch University, Murdoch, Western Australia, Australia; Ageing, Cognition and Exercise Research Group (NF, SRRS, SM, NG, HRS, JJP, BMB), School of Psychology and Exercise Science, Murdoch University, Murdoch, Western Australia, Australia
| | - Hamid R Sohrabi
- Australian Alzheimer's Research Foundation (NF, MW, SRRS, SM, HRS, RNM, BMB), Sarich Neurosciences Research Institute, Nedlands, Western Australia, Australia; School of Medical and Health Sciences (MW, SRRS, HRS, SML, RNM), Edith Cowan University, Joondalup, Western Australia, Australia; School of Biomedical Sciences, Faculty of Medicine and Health Sciences (HRS, RNM), Macquarie University, New South Wales, Australia; Centre for Healthy Ageing, School of Psychology and Exercise Science (HRS), Murdoch University, Murdoch, WA, Australia
| | - Simon M Laws
- School of Medical and Health Sciences (MW, SRRS, HRS, SML, RNM), Edith Cowan University, Joondalup, Western Australia, Australia; Collaborative Genomics and Translation Group, School of Medical and Health Sciences (SML), Edith Cowan University, Joondalup, Western Australia, Australia; School of Pharmacy and Biomedical Sciences (SML), Faculty of Health Sciences, Curtin Health Innovation Research Institute, Curtin University, Bentley, Western Australia, Australia
| | - Ralph N Martins
- Australian Alzheimer's Research Foundation (NF, MW, SRRS, SM, HRS, RNM, BMB), Sarich Neurosciences Research Institute, Nedlands, Western Australia, Australia; School of Medical and Health Sciences (MW, SRRS, HRS, SML, RNM), Edith Cowan University, Joondalup, Western Australia, Australia; School of Biomedical Sciences, Faculty of Medicine and Health Sciences (HRS, RNM), Macquarie University, New South Wales, Australia
| | - Jeremiah J Peiffer
- Exercise Science, College of Science, Health, Engineering and Education (SM, NG, JJP, BMB), Murdoch University, Murdoch, Western Australia, Australia; Ageing, Cognition and Exercise Research Group (NF, SRRS, SM, NG, HRS, JJP, BMB), School of Psychology and Exercise Science, Murdoch University, Murdoch, Western Australia, Australia
| | - Belinda M Brown
- Exercise Science, College of Science, Health, Engineering and Education (SM, NG, JJP, BMB), Murdoch University, Murdoch, Western Australia, Australia; Australian Alzheimer's Research Foundation (NF, MW, SRRS, SM, HRS, RNM, BMB), Sarich Neurosciences Research Institute, Nedlands, Western Australia, Australia; Ageing, Cognition and Exercise Research Group (NF, SRRS, SM, NG, HRS, JJP, BMB), School of Psychology and Exercise Science, Murdoch University, Murdoch, Western Australia, Australia
| |
Collapse
|
17
|
Guo X, Yamashita M, Suzuki M, Ohsawa C, Asano K, Abe N, Soshi T, Sekiyama K. Musical instrument training program improves verbal memory and neural efficiency in novice older adults. Hum Brain Mapp 2020; 42:1359-1375. [PMID: 33617124 PMCID: PMC7927292 DOI: 10.1002/hbm.25298] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 11/10/2020] [Accepted: 11/16/2020] [Indexed: 11/08/2022] Open
Abstract
Previous studies indicate that musical instrument training may improve the cognitive function of older adults. However, little is known about the neural origins of training‐related improvement in cognitive function. Here, we assessed the effects of instrumental training program on cognitive functions and neural efficiency in musically naïve older adults (61–85 years old). Participants were assigned to either the intervention group, which received a 4‐month instrumental training program using keyboard harmonica, or a control group without any alternative training. Cognitive measurements and functional magnetic resonance imaging during visual working memory (VWM) task were administered before and after the intervention in both groups. Behavioral data revealed that the intervention group significantly improved memory performance on the test that measures verbal recall compared to the control group. Neuroimaging data revealed that brain activation in the right supplementary motor area, left precuneus, and bilateral posterior cingulate gyrus (PCgG) during the VWM task decreased after instrumental training only in the intervention group. Task‐related functional connectivity (FC) analysis revealed that the intervention group showed decreased FC between the right PCgG and left middle temporal gyrus, and between the left putamen and right superior temporal gyrus (lPu‐rSTG) during a VWM task after the intervention. Furthermore, a greater improvement in memory performance in the intervention group was associated with a larger reduction in lPu‐rSTG FC, which might be interpreted as improved neural efficiency. Our results indicate that the musical instrument training program may contribute to improvements in verbal memory and neural efficiency in novice older adults.
Collapse
Affiliation(s)
- Xia Guo
- Graduate School of Social and Cultural Sciences, Kumamoto University, Kumamoto, Japan.,Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Kyoto, Japan.,Japan Society for the Promotion of Science, Tokyo, Japan
| | - Masatoshi Yamashita
- Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Kyoto, Japan
| | - Maki Suzuki
- Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Kyoto, Japan.,Department of Behavioral Neurology and Neuropsychiatry, Osaka University United Graduate School of Child Development, Osaka, Japan
| | - Chie Ohsawa
- Kokoro Research Center, Kyoto University, Kyoto, Japan.,School of Music, Mukogawa Women's University, Hyogo, Japan
| | - Kohei Asano
- Kokoro Research Center, Kyoto University, Kyoto, Japan.,Faculty of Child Care and Education, Osaka University of Comprehensive Children Education, Osaka, Japan
| | - Nobuhito Abe
- Kokoro Research Center, Kyoto University, Kyoto, Japan
| | - Takahiro Soshi
- Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Kyoto, Japan
| | - Kaoru Sekiyama
- Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Kyoto, Japan
| |
Collapse
|
18
|
Boujut A, Mellah S, Lussier M, Maltezos S, Verty LV, Bherer L, Belleville S. Assessing the Effect of Training on the Cognition and Brain of Older Adults: Protocol for a Three-Arm Randomized Double-Blind Controlled Trial (ACTOP). JMIR Res Protoc 2020; 9:e20430. [PMID: 33231556 PMCID: PMC7723746 DOI: 10.2196/20430] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 10/16/2020] [Accepted: 10/20/2020] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND To prevent age-related cognitive impairment, many intervention programs offer exercises targeting different central cognitive processes. However, the effects of different process-based training programs are rarely compared within equivalent experimental designs. OBJECTIVE Using a randomized double-blind controlled trial, this project aims to examine and compare the impact of 2 process-based interventions, inhibition and updating, on the cognition and brain of older adults. METHODS A total of 90 healthy older adults were randomly assigned to 1 of 3 training conditions: (1) inhibition (Stroop-like exercises), (2) updating (N-back-type exercises), and (3) control active (quiz game exercise). Training was provided in 12 half-hour sessions over 4 weeks. First, the performance gain observed will be measured on the trained tasks. We will then determine the extent of transfer of gain on (1) untrained tasks that rely on the same cognitive process, (2) complex working memory (WM) measurements hypothesized to involve 1 of the 2 trained processes, and (3) virtual reality tasks that were designed to mimic real-life situations that require WM. We will assess whether training increases cortical volume given that the volume of the cortex is determined by cortical area and thickness in regions known to be involved in WM or changes task-related brain activation patterns measured with functional magnetic resonance imaging. Dose effects will be examined by measuring outcomes at different time points during training. We will also determine whether individual characteristics moderate the effect of training on cognitive and cerebral outcomes. Finally, we will evaluate whether training reduces the age-related deficit on transfer and brain outcomes, by comparing study participants to a group of 30 younger adults. RESULTS The project was funded in January 2017; enrollment began in October 2017 and data collection was completed in April 2019. Data analysis has begun in June 2020 and the first results should be published by the end of 2020 or early 2021. CONCLUSIONS The results of this study will help understand the relative efficacy of 2 attentional control interventions on the cognition and the brain of older adults, as well as the moderating role of individual characteristics on training efficiency and transfer. TRIAL REGISTRATION ClinicalTrials.gov NCT03532113; https://clinicaltrials.gov/ct2/show/NCT03532113. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/20430.
Collapse
Affiliation(s)
- Arnaud Boujut
- Research Center, Institut universitaire de Gériatrie de Montréal, Montréal, QC, Canada.,Department of Psychology, Université de Montréal, Montréal, QC, Canada
| | - Samira Mellah
- Research Center, Institut universitaire de Gériatrie de Montréal, Montréal, QC, Canada
| | - Maxime Lussier
- Research Center, Institut universitaire de Gériatrie de Montréal, Montréal, QC, Canada.,Department of Medicine, Université de Montréal, Montréal, QC, Canada
| | - Samantha Maltezos
- Research Center, Institut universitaire de Gériatrie de Montréal, Montréal, QC, Canada.,Department of Psychology, Université de Montréal, Montréal, QC, Canada
| | - Lynn Valeyry Verty
- Research Center, Institut universitaire de Gériatrie de Montréal, Montréal, QC, Canada.,Department of Psychology, Université de Montréal, Montréal, QC, Canada
| | - Louis Bherer
- Research Center, Institut universitaire de Gériatrie de Montréal, Montréal, QC, Canada.,Department of Medicine, Université de Montréal, Montréal, QC, Canada.,Research Center, Institut de cardiologie de Montréal, Montréal, QC, Canada
| | - Sylvie Belleville
- Research Center, Institut universitaire de Gériatrie de Montréal, Montréal, QC, Canada.,Department of Psychology, Université de Montréal, Montréal, QC, Canada.,Department of Neuroscience, Université de Montréal, Montréal, QC, Canada
| |
Collapse
|
19
|
Hardcastle C, O’Shea A, Kraft JN, Albizu A, Evangelista ND, Hausman HK, Boutzoukas EM, Van Etten EJ, Bharadwaj PK, Song H, Smith SG, Porges EC, Dekosky S, Hishaw GA, Wu SS, Marsiske M, Cohen R, Alexander GE, Woods AJ. Contributions of Hippocampal Volume to Cognition in Healthy Older Adults. Front Aging Neurosci 2020; 12:593833. [PMID: 33250765 PMCID: PMC7674177 DOI: 10.3389/fnagi.2020.593833] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Accepted: 10/05/2020] [Indexed: 12/14/2022] Open
Abstract
Objective: The association between hippocampal volume and memory is continuing to be characterized in healthy older adults. Prior research suggests smaller hippocampal volume in healthy older adults is associated with poorer episodic memory and processing speed, as well as working memory, verbal learning, and executive functioning as measured by the NIH Toolbox Fluid (Fluid Cognition Composite, FCC) and Crystalized Cognition Composites (CCC). This study aimed to replicate these findings and to evaluate the association between: (1) hippocampal asymmetry index and cognition; and (2) independent contributions of the left and right hippocampal volume and cognition in a large sample of healthy older adults. Participants and Methods: One-hundred and eighty-three healthy older adults (M age = 71.72, SD = 5.3) received a T1-weighted sequence on a 3T scanner. Hippocampal subfields were extracted using FreeSurfer 6.0 and combined to provide left, right, and total hippocampal volumes. FCC subtests include Dimensional Change Card Sort, Flanker Inhibitory Control and Attention, List Sorting, Picture Sequence Memory, and Pattern Comparison. CCC subtests include Picture Vocabulary and Oral Reading Recognition. Multiple linear regressions were performed predicting cognition composites from the total, left and right, and asymmetry of hippocampal volume, controlling for sex, education, scanner, and total intracranial volume. Multiple comparisons in primary analyses were corrected using a false discovery rate (FDR) of p < 0.05. Results: FCC scores were positively associated with total (β = 0.226, FDR q = 0.044) and left (β = 0.257, FDR q = 0.024) hippocampal volume. Within FCC, Picture Sequence Memory scores positively associated with total (β = 0.284, p = 0.001) and left (β = 0.98, p = 0.001) hippocampal volume. List Sorting scores were also positively associated with left hippocampal volume (β = 0.189, p = 0.029). Conclusions: These results confirm previous research suggesting that bilateral hippocampal volume is associated with FCC, namely episodic memory. The present study also suggests the left hippocampal volume may be more broadly associated with both episodic and working memory. Studies should continue to investigate lateralized hippocampal contributions to aging processes to better identify predictors of cognitive decline.
Collapse
Affiliation(s)
- Cheshire Hardcastle
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Andrew O’Shea
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Jessica N. Kraft
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Neuroscience, College of Medicine, University of Florida, Gainesville, FL, United States
| | - Alejandro Albizu
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Neuroscience, College of Medicine, University of Florida, Gainesville, FL, United States
| | - Nicole D. Evangelista
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Hanna K. Hausman
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Emanuel M. Boutzoukas
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Emily J. Van Etten
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ, United States
- Department of Psychology, School of Mind, Brain and Behavior, College of Science, University of Arizona, Tucson, AZ, United States
| | - Pradyumna K. Bharadwaj
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ, United States
- Department of Psychology, School of Mind, Brain and Behavior, College of Science, University of Arizona, Tucson, AZ, United States
| | - Hyun Song
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ, United States
- Department of Psychology, School of Mind, Brain and Behavior, College of Science, University of Arizona, Tucson, AZ, United States
| | - Samantha G. Smith
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ, United States
- Department of Psychology, School of Mind, Brain and Behavior, College of Science, University of Arizona, Tucson, AZ, United States
| | - Eric C. Porges
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Steven Dekosky
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Neurology, College of Medicine, University of Florida, Gainesville, FL, United States
| | - Georg A. Hishaw
- Department of Neurology, University of Arizona, Tucson, AZ, United States
- Department of Psychiatry, University of Arizona, Tucson, AZ, United States
| | - Samuel S. Wu
- Department of Biostatistics, University of Florida, Gainesville, FL, United States
| | - Michael Marsiske
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Ronald Cohen
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
| | - Gene E. Alexander
- Evelyn F. McKnight Brain Institute, University of Arizona, Tucson, AZ, United States
- Department of Psychology, School of Mind, Brain and Behavior, College of Science, University of Arizona, Tucson, AZ, United States
- Department of Psychiatry, University of Arizona, Tucson, AZ, United States
- Neuroscience Graduate Interdisciplinary Program, University of Arizona, Tucson, AZ, United States
- Physiological Sciences Graduate Interdisciplinary Program, University of Arizona, Tucson, AZ, United States
- Arizona Alzheimer’s Consortium (AAC), Phoenix, AZ, United States
| | - Adam J. Woods
- Center for Cognitive Aging and Memory, College of Public Health and Health Professions, McKnight Brain Institute, University of Florida, Gainesville, FL, United States
- Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida, Gainesville, FL, United States
- Department of Neuroscience, College of Medicine, University of Florida, Gainesville, FL, United States
| |
Collapse
|
20
|
Crowell CA, Davis SW, Beynel L, Deng L, Lakhlani D, Hilbig SA, Palmer H, Brito A, Peterchev AV, Luber B, Lisanby SH, Appelbaum LG, Cabeza R. Older adults benefit from more widespread brain network integration during working memory. Neuroimage 2020; 218:116959. [PMID: 32442638 PMCID: PMC7571507 DOI: 10.1016/j.neuroimage.2020.116959] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 05/06/2020] [Accepted: 05/14/2020] [Indexed: 01/05/2023] Open
Abstract
Neuroimaging evidence suggests that the aging brain relies on a more distributed set of cortical regions than younger adults in order to maintain successful levels of performance during demanding cognitive tasks. However, it remains unclear how task demands give rise to this age-related expansion in cortical networks. To investigate this issue, functional magnetic resonance imaging was used to measure univariate activity, network connectivity, and cognitive performance in younger and older adults during a working memory (WM) task. Here, individuals performed a WM task in which they held letters online while reordering them alphabetically. WM load was titrated to obtain four individualized difficulty levels with different set sizes. Network integration-defined as the ratio of within-versus between-network connectivity-was linked to individual differences in WM capacity. The study yielded three main findings. First, as task difficulty increased, network integration decreased in younger adults, whereas it increased in older adults. Second, age-related increases in network integration were driven by increases in right hemisphere connectivity to both left and right cortical regions, a finding that helps to reconcile existing theories of compensatory recruitment in aging. Lastly, older adults with higher WM capacity demonstrated higher levels of network integration in the most difficult task condition. These results shed light on the mechanisms of age-related network reorganization by demonstrating that changes in network connectivity may act as an adaptive form of compensation, with older adults recruiting a more distributed cortical network as task demands increase.
Collapse
Affiliation(s)
- C A Crowell
- Department of Neurology, Duke University School of Medicine, Durham, NC, 27708, USA; Department of Psychiatry and Behavioral Science, Duke University School of Medicine, Durham, NC, 27708, USA
| | - S W Davis
- Department of Neurology, Duke University School of Medicine, Durham, NC, 27708, USA; Department of Psychiatry and Behavioral Science, Duke University School of Medicine, Durham, NC, 27708, USA; Center for Cognitive Neuroscience, Duke University, Durham, NC, 27710, USA.
| | - L Beynel
- Department of Psychiatry and Behavioral Science, Duke University School of Medicine, Durham, NC, 27708, USA
| | - L Deng
- Center for Cognitive Neuroscience, Duke University, Durham, NC, 27710, USA
| | - D Lakhlani
- Department of Neurology, Duke University School of Medicine, Durham, NC, 27708, USA
| | - S A Hilbig
- Department of Psychiatry and Behavioral Science, Duke University School of Medicine, Durham, NC, 27708, USA
| | - H Palmer
- Department of Psychiatry and Behavioral Science, Duke University School of Medicine, Durham, NC, 27708, USA
| | - A Brito
- Department of Psychiatry and Behavioral Science, Duke University School of Medicine, Durham, NC, 27708, USA
| | - A V Peterchev
- Department of Psychiatry and Behavioral Science, Duke University School of Medicine, Durham, NC, 27708, USA; Department of Biomedical Engineering, Duke University, Durham, NC, 27708, USA; Department of Electrical and Computer Engineering, Duke University, Durham, NC, 27708, USA; Department of Neurosurgery, Duke University School of Medicine, Durham, NC, 27710, USA
| | - B Luber
- National Institute of Mental Health, Bethesda, MD, 20852, USA
| | - S H Lisanby
- National Institute of Mental Health, Bethesda, MD, 20852, USA
| | - L G Appelbaum
- Department of Psychiatry and Behavioral Science, Duke University School of Medicine, Durham, NC, 27708, USA
| | - R Cabeza
- Department of Psychiatry and Behavioral Science, Duke University School of Medicine, Durham, NC, 27708, USA; Department of Psychology & Neuroscience, Duke University, Durham, NC, 27708, USA
| |
Collapse
|
21
|
Giehl K, Ophey A, Hammes J, Rehberg S, Lichtenstein T, Reker P, Eggers C, Kalbe E, van Eimeren T. Working memory training increases neural efficiency in Parkinson's disease: a randomized controlled trial. Brain Commun 2020; 2:fcaa115. [PMID: 32954349 PMCID: PMC7472906 DOI: 10.1093/braincomms/fcaa115] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 06/23/2020] [Accepted: 06/26/2020] [Indexed: 12/16/2022] Open
Abstract
Impairment of working memory and executive functions is already frequently observed in early stages of Parkinson's disease. Improvements in working memory performance in this cohort could potentially be achieved via working memory training. However, the specific neural mechanisms underlying different working memory processes such as maintenance as opposed to manipulation are largely under-investigated in Parkinson's disease. Moreover, the plasticity of these correlates as a function of working memory training is currently unknown in this population. Thus, the working memory subprocesses of maintenance and manipulation were assessed in 41 cognitively healthy patients with Parkinson's disease using a newly developed working memory paradigm and functional MRI. Nineteen patients were randomized to a 5-week home-based digital working memory training intervention while the remaining patients entered a control, wait list condition. Working memory task-related activation patterns and context-dependent functional connectivity, as well as the change of these neural correlates as a function of training, were assessed. While both working memory processes activated an extended frontoparietal-cerebellar network, only the manipulation of items within working memory also recruited the anterior striatum. The intervention effect on the neural correlates was small, but decreased activation in areas relevant for working memory could be observed, with activation changes correlating with behavioural change. Moreover, training seemed to result in decreased functional connectivity when pure maintenance was required, and in a reorganization of functional connectivity when items had to be manipulated. In accordance with the neural efficacy hypothesis, training resulted in overall reduced activation and reorganized functional connectivity, with a differential effect on the different working memory processes under investigation. Now, larger trials including follow-up examinations are needed to further explore the long-term effects of such interventions on a neural level and to estimate the clinical relevance to potentially delay cognitive decline in cognitively healthy patients with Parkinson's disease.
Collapse
Affiliation(s)
- Kathrin Giehl
- Faculty of Medicine and University Hospital of Cologne, Department of Nuclear Medicine, University of Cologne, Cologne, Germany
- Research Centre Jülich, Institute of Neuroscience and Medicine (INM-2), Jülich, Germany
| | - Anja Ophey
- Faculty of Medicine and University Hospital of Cologne, Department of Medical Psychology, Neuropsychology and Gender Studies and Center for Neuropsychological Diagnostics and Intervention (CeNDI), University of Cologne, Cologne, Germany
| | - Jochen Hammes
- Faculty of Medicine and University Hospital of Cologne, Department of Nuclear Medicine, University of Cologne, Cologne, Germany
| | - Sarah Rehberg
- Faculty of Medicine and University Hospital of Cologne, Department of Medical Psychology, Neuropsychology and Gender Studies and Center for Neuropsychological Diagnostics and Intervention (CeNDI), University of Cologne, Cologne, Germany
| | - Thorsten Lichtenstein
- Faculty of Medicine and University Hospital of Cologne, Department for Radiology, University of Cologne, Cologne, Germany
| | - Paul Reker
- Faculty of Medicine and University Hospital of Cologne, Department of Neurology, University of Cologne, Cologne, Germany
| | - Carsten Eggers
- Faculty of Medicine and University Hospital of Marburg, Department of Neurology and Center for Mind, Brain and Behavior, University of Marburg, Marburg, Germany
| | - Elke Kalbe
- Faculty of Medicine and University Hospital of Cologne, Department of Medical Psychology, Neuropsychology and Gender Studies and Center for Neuropsychological Diagnostics and Intervention (CeNDI), University of Cologne, Cologne, Germany
| | - Thilo van Eimeren
- Faculty of Medicine and University Hospital of Cologne, Department of Nuclear Medicine, University of Cologne, Cologne, Germany
- Faculty of Medicine and University Hospital of Cologne, Department of Neurology, University of Cologne, Cologne, Germany
- German Center for Neurodegenerative Diseases (DZNE), Bonn-Cologne, Germany
| |
Collapse
|