1
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Turnbull A, Anthony M, Tadin D, Porsteinsson AP, Heffner K, Lin FV. Effect of online tDCS to left somatomotor cortex on neuropsychiatric symptoms among older adults at risk for dementia. Cortex 2023; 159:131-141. [PMID: 36623419 PMCID: PMC9931675 DOI: 10.1016/j.cortex.2022.10.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 09/28/2022] [Accepted: 10/19/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Neuropsychiatric symptoms (NPS) in mild cognitive impairment (MCI) cause distress to patients and caregivers, and accelerate progression to dementia. Transcranial direct current stimulation (tDCS) is a promising non-invasive treatment for NPS. OBJECTIVE/HYPOTHESIS This pilot study assessed behavioral and neural effects of a 4-week anodal tDCS intervention targeting left sensorimotor cortex (LSMC: left precentral/postcentral gyri) during visual attention (compared to online sham tDCS), in 40 older adults (24 females, mean age = 71) with MCI. METHODS A phase 0 double-blinded randomized control trial was conducted. NPS (patient-reported mood symptoms plus a caregiver-reported questionnaire) and fMRI were measured at baseline and immediately post-intervention. RESULTS Generalized Estimating Equations found no significant group by time interactions for either NPS measure. However, there was evidence of decreased patient-reported NPS (Wald's χ2 = 3.80, p = .051), decreased LSMC activation during visual attention (Wald's χ2 = 2.93, p = .087), and increased LSMC-amygdala resting-state functional connectivity (rsFC; Wald's χ2 = 3.13, p = .077) in intervention group from pre-to post-intervention. Decrease in LSMC activation (Wald's χ2 = 9.20, p = .002) and increase in LSMC-amygdala rsFC (Wald's χ2 = 4.72, p = .030) related to decreased patient-reported NPS. Increased positive valence across sessions was significantly associated with intervention-related NPS improvement (Wald's χ2 = 22.92, p < .001). There were no findings for caregiver-reported NPS. Effects were stronger for left postcentral compared to left precentral gyrus. CONCLUSION We found tentative evidence that tDCS applied to LSMC during visual attention in older adults with MCI improved NPS via changes in LSMC activation and LSMC-amygdala rsFC, suggesting improved emotion regulation. Patient-reported NPS was more sensitive to these changes than caregiver-reports, and effects were strongest for left postcentral gyrus. Follow-up studies should perform precise mechanistic investigation and efficacy testing.
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Affiliation(s)
- Adam Turnbull
- CogT Lab, Department of Psychiatry and Behavioral Sciences, Stanford University, CA, USA; Departments of Brain and Cognitive Sciences, Neuroscience and Ophthalmology, University of Rochester, NY, USA.
| | - Mia Anthony
- CogT Lab, Department of Psychiatry and Behavioral Sciences, Stanford University, CA, USA; Departments of Brain and Cognitive Sciences, Neuroscience and Ophthalmology, University of Rochester, NY, USA
| | - Duje Tadin
- Departments of Brain and Cognitive Sciences, Neuroscience and Ophthalmology, University of Rochester, NY, USA
| | - Anton P Porsteinsson
- Departments of Brain and Cognitive Sciences, Neuroscience and Ophthalmology, University of Rochester, NY, USA; Department of Psychiatry, University of Rochester Medical Center, NY, USA
| | - Kathi Heffner
- Department of Psychiatry, University of Rochester Medical Center, NY, USA; Elaine Hubbard Center for Nursing Research on Aging, School of Nursing, University of Rochester Medical Center, NY, USA; Division of Geriatrics & Aging, Department of Medicine, University of Rochester Medical Center, NY, USA
| | - Feng V Lin
- CogT Lab, Department of Psychiatry and Behavioral Sciences, Stanford University, CA, USA
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2
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Greeley B, Barnhoorn JS, Verwey WB, Seidler RD. Anodal Transcranial Direct Current Stimulation Over Prefrontal Cortex Slows Sequence Learning in Older Adults. Front Hum Neurosci 2022; 16:814204. [PMID: 35280208 PMCID: PMC8907426 DOI: 10.3389/fnhum.2022.814204] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 01/25/2022] [Indexed: 11/13/2022] Open
Abstract
Aging is associated with declines in sensorimotor function. Several studies have demonstrated that transcranial direct current stimulation (tDCS), a form of non-invasive brain stimulation, can be combined with training to mitigate age-related cognitive and motor declines. However, in some cases, the application of tDCS disrupts performance and learning. Here, we applied anodal tDCS either over the left prefrontal cortex (PFC), right PFC, supplementary motor complex (SMC), the left M1, or in a sham condition while older adults (n = 63) practiced a Discrete Sequence Production (DSP), an explicit motor sequence, task across 3 days. We hypothesized that stimulation to either the right or left PFC would enhance motor learning for older adults, based on the extensive literature showing increased prefrontal cortical activity during motor task performance in older adults. Contrary to our predictions, stimulation to the right and left PFC resulted in slowed motor learning, as evidenced by a slower reduction rate of reduction of reaction time and the number of sequence chunks across trials relative to sham in session one and session two, respectively. These findings suggest an integral role of the right PFC early in sequence learning and a role of the left PFC in chunking in older adults, and contribute to mounting evidence of the difficultly of using tDCS in an aging population.
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Affiliation(s)
- Brian Greeley
- Department of Physical Therapy, University of British Columbia, Vancouver, BC, Canada
| | - Jonathan S. Barnhoorn
- Department of Learning, Data-Analytics and Technology, University of Twente, Enschede, Netherlands
| | - Willem B. Verwey
- Department of Learning, Data-Analytics and Technology, University of Twente, Enschede, Netherlands
| | - Rachael D. Seidler
- Department of Applied Physiology and Kinesiology, University of Florida, Gainesville, FL, United States
- *Correspondence: Rachael D. Seidler,
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3
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Yan VX, Sana F. The Robustness of the Interleaving Benefit. JOURNAL OF APPLIED RESEARCH IN MEMORY AND COGNITION 2021. [DOI: 10.1016/j.jarmac.2021.05.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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4
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Jäger ATP, Huntenburg JM, Tremblay SA, Schneider U, Grahl S, Huck J, Tardif CL, Villringer A, Gauthier CJ, Bazin PL, Steele CJ. Motor sequences; separating the sequence from the motor. A longitudinal rsfMRI study. Brain Struct Funct 2021; 227:793-807. [PMID: 34704176 PMCID: PMC8930963 DOI: 10.1007/s00429-021-02412-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 10/08/2021] [Indexed: 11/29/2022]
Abstract
In motor learning, sequence specificity, i.e. the learning of specific sequential associations, has predominantly been studied using task-based fMRI paradigms. However, offline changes in resting state functional connectivity after sequence-specific motor learning are less well understood. Previous research has established that plastic changes following motor learning can be divided into stages including fast learning, slow learning and retention. A description of how resting state functional connectivity after sequence-specific motor sequence learning (MSL) develops across these stages is missing. This study aimed to identify plastic alterations in whole-brain functional connectivity after learning a complex motor sequence by contrasting an active group who learned a complex sequence with a control group who performed a control task matched for motor execution. Resting state fMRI and behavioural performance were collected in both groups over the course of 5 consecutive training days and at follow-up after 12 days to encompass fast learning, slow learning, overall learning and retention. Between-group interaction analyses showed sequence-specific decreases in functional connectivity during overall learning in the right supplementary motor area (SMA). We found that connectivity changes in a key region of the motor network, the superior parietal cortex (SPC) were not a result of sequence-specific learning but were instead linked to motor execution. Our study confirms the sequence-specific role of SMA that has previously been identified in online task-based learning studies, and extends it to resting state network changes after sequence-specific MSL.
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Affiliation(s)
- Anna-Thekla P Jäger
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany. .,Center for Stroke Research Berlin (CSB), Charité-Universitätsmedizin Berlin, Berlin, Germany.
| | | | - Stefanie A Tremblay
- Department of Physics/Perform Center, Concordia University, Montreal, QC, Canada.,Montreal Heart Institute, Montreal, QC, Canada
| | - Uta Schneider
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Sophia Grahl
- Clinic of Neurology, Technical University Munich, Munich, Germany
| | - Julia Huck
- Department of Physics/Perform Center, Concordia University, Montreal, QC, Canada
| | - Christine L Tardif
- Department of Biomedical Engineering, McGill University, Montreal, QC, Canada.,Montreal Neurological Institute, Montreal, QC, Canada
| | - Arno Villringer
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.,Center for Stroke Research Berlin (CSB), Charité-Universitätsmedizin Berlin, Berlin, Germany.,Clinic for Cognitive Neurology, Leipzig, Germany.,IFB Adiposity Diseases, Leipzig University Medical Centre, Leipzig, Germany.,Collaborative Research Centre 1052-A5, University of Leipzig, Leipzig, Germany
| | - Claudine J Gauthier
- Department of Physics/Perform Center, Concordia University, Montreal, QC, Canada.,Montreal Heart Institute, Montreal, QC, Canada
| | - Pierre-Louis Bazin
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.,Faculty of Social and Behavioral Sciences, University of Amsterdam, Amsterdam, Netherlands
| | - Christopher J Steele
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.,Department of Psychology, Concordia University, Montreal, QC, Canada
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5
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Multiple bouts of high-intensity interval exercise reverse age-related functional connectivity disruptions without affecting motor learning in older adults. Sci Rep 2021; 11:17108. [PMID: 34429472 PMCID: PMC8385059 DOI: 10.1038/s41598-021-96333-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 07/19/2021] [Indexed: 11/28/2022] Open
Abstract
Exercise has emerged as an intervention that may mitigate age-related resting state functional connectivity and sensorimotor decline. Here, 42 healthy older adults rested or completed 3 sets of high-intensity interval exercise for a total of 23 min, then immediately practiced an implicit motor task with their non-dominant hand across five separate sessions. Participants completed resting state functional MRI before the first and after the fifth day of practice; they also returned 24-h and 35-days later to assess short- and long-term retention. Independent component analysis of resting state functional MRI revealed increased connectivity in the frontoparietal, the dorsal attentional, and cerebellar networks in the exercise group relative to the rest group. Seed-based analysis showed strengthened connectivity between the limbic system and right cerebellum, and between the right cerebellum and bilateral middle temporal gyri in the exercise group. There was no motor learning advantage for the exercise group. Our data suggest that exercise paired with an implicit motor learning task in older adults can augment resting state functional connectivity without enhancing behaviour beyond that stimulated by skilled motor practice.
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6
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Kim T, Wright DL, Feng W. Commentary: Variability of Practice, Information Processing, and Decision Making-How Much Do We Know? Front Psychol 2021; 12:685749. [PMID: 34421736 PMCID: PMC8371322 DOI: 10.3389/fpsyg.2021.685749] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 07/09/2021] [Indexed: 11/13/2022] Open
Affiliation(s)
- Taewon Kim
- Department of Neurology, Duke University School of Medicine, Durham, NC, United States
| | - David L Wright
- Non-Invasive Brain Stimulation Laboratory, Division of Kinesiology, Texas A&M University, College Station, TX, United States
| | - Wuwei Feng
- Department of Neurology, Duke University School of Medicine, Durham, NC, United States
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7
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Immink MA, Pointon M, Wright DL, Marino FE. Prefrontal Cortex Activation During Motor Sequence Learning Under Interleaved and Repetitive Practice: A Two-Channel Near-Infrared Spectroscopy Study. Front Hum Neurosci 2021; 15:644968. [PMID: 34054448 PMCID: PMC8160091 DOI: 10.3389/fnhum.2021.644968] [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: 12/22/2020] [Accepted: 04/13/2021] [Indexed: 11/21/2022] Open
Abstract
Training under high interference conditions through interleaved practice (IP) results in performance suppression during training but enhances long-term performance relative to repetitive practice (RP) involving low interference. Previous neuroimaging work addressing this contextual interference effect of motor learning has relied heavily on the blood-oxygen-level-dependent (BOLD) response using functional magnetic resonance imaging (fMRI) methodology resulting in mixed reports of prefrontal cortex (PFC) recruitment under IP and RP conditions. We sought to clarify these equivocal findings by imaging bilateral PFC recruitment using functional near-infrared spectroscopy (fNIRS) while discrete key pressing sequences were trained under IP and RP schedules and subsequently tested following a 24-h delay. An advantage of fNIRS over the fMRI BOLD response is that the former measures oxygenated and deoxygenated hemoglobin changes independently allowing for assessment of cortical hemodynamics even when there is neurovascular decoupling. Despite slower sequence performance durations under IP, bilateral PFC oxygenated and deoxygenated hemoglobin values did not differ between practice conditions. During test, however, slower performance from those previously trained under RP coincided with hemispheric asymmetry in PFC recruitment. Specifically, following RP, test deoxygenated hemoglobin values were significantly lower in the right PFC. The present findings contrast with previous behavioral demonstrations of increased cognitive demand under IP to illustrate a more complex involvement of the PFC in the contextual interference effect. IP and RP incur similar levels of bilateral PFC recruitment, but the processes underlying the recruitment are dissimilar. PFC recruitment during IP supports action reconstruction and memory elaboration while RP relies on PFC recruitment to maintain task variation information in working memory from trial to trial. While PFC recruitment under RP serves to enhance immediate performance, it does not support long-term performance.
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Affiliation(s)
- Maarten A. Immink
- Sport, Health, Activity, Performance and Exercise (SHAPE) Research Centre, Flinders University, Adelaide, SA, Australia
- Alliance for Research in Exercise, Nutrition and Activity, University of South Australia, Adelaide, SA, Australia
| | - Monique Pointon
- School of Exercise Science, Sport & Health, Charles Sturt University, Bathurst, NSW, Australia
| | - David L. Wright
- Department of Health & Kinesiology, Texas A&M University, College Station, TX, United States
| | - Frank E. Marino
- School of Exercise Science, Sport & Health, Charles Sturt University, Bathurst, NSW, Australia
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8
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fMRI and transcranial electrical stimulation (tES): A systematic review of parameter space and outcomes. Prog Neuropsychopharmacol Biol Psychiatry 2021; 107:110149. [PMID: 33096158 DOI: 10.1016/j.pnpbp.2020.110149] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 08/12/2020] [Accepted: 10/17/2020] [Indexed: 12/12/2022]
Abstract
The combination of non-invasive brain stimulation interventions with human brain mapping methods have supported research beyond correlational associations between brain activity and behavior. Functional MRI (fMRI) partnered with transcranial electrical stimulation (tES) methods, i.e., transcranial direct current (tDCS), transcranial alternating current (tACS), and transcranial random noise (tRNS) stimulation, explore the neuromodulatory effects of tES in the targeted brain regions and their interconnected networks and provide opportunities for individualized interventions. Advances in the field of tES-fMRI can be hampered by the methodological variability between studies that confounds comparability/replicability. In order to explore variability in the tES-fMRI methodological parameter space (MPS), we conducted a systematic review of 222 tES-fMRI experiments (181 tDCS, 39 tACS and 2 tRNS) published before February 1, 2019, and suggested a framework to systematically report main elements of MPS across studies. Publications dedicated to tRNS-fMRI were not considered in this systematic review. We have organized main findings in terms of fMRI modulation by tES. tES modulates activation and connectivity beyond the stimulated areas particularly with prefrontal stimulation. There were no two studies with the same MPS to replicate findings. We discuss how to harmonize the MPS to promote replication in future studies.
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9
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Stewart JC, Handlery K, Baird JF, Blanck EL, Pathak G, Fritz SL. Targeted Engagement of the Action Selection Network during Task-Oriented Arm Training after Stroke. Neural Plast 2020; 2020:8814158. [PMID: 33029117 PMCID: PMC7530513 DOI: 10.1155/2020/8814158] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2020] [Revised: 08/07/2020] [Accepted: 08/24/2020] [Indexed: 11/18/2022] Open
Abstract
Action selection (AS), or selection of an action from a set of alternatives, is an important movement preparation process that engages a frontal-parietal network. The addition of AS demands to arm training after stroke could be used to engage this motor planning process and the neural network that supports it. The purpose of this case series is to describe the feasibility and outcomes associated with task-oriented arm training aimed at engaging the AS behavioral process and the related neural network in three individuals with chronic stroke. Three participants with mild to moderate motor deficits completed 13 to 15 sessions of task-oriented arm training that included AS cues for each movement repetition; cues dictated movement direction, height, or distance. Before and after training, individuals completed an AS brain-behavior probe during functional MRI. AS behavioral performance improved after training (increased accuracy, decreased reaction time) in all participants while brain activation in the AS network (dorsal premotor, parietal, dorsolateral prefrontal cortices) decreased in two participants. Gains in motor function were also found in all three participants, especially on patient-reported measures of perceived difficulty and confidence to complete upper extremity functional tasks. It was feasible to target the AS behavioral process and the related neural network through the addition of AS demands to functional, task-oriented arm training in three individuals with mild to moderate motor dysfunction poststroke.
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Affiliation(s)
- Jill Campbell Stewart
- Physical Therapy Program, Department of Exercise Science, University of South Carolina, 921 Assembly Street, Room 301D, SC, 29208 Columbia, USA
| | - Kaci Handlery
- Physical Therapy Program, Department of Exercise Science, University of South Carolina, 921 Assembly Street, Room 301D, SC, 29208 Columbia, USA
| | - Jessica F. Baird
- Department of Exercise Science, University of South Carolina, Columbia, SC 29208, USA
| | - Erika L. Blanck
- Department of Cell Biology and Anatomy, School of Medicine, University of South Carolina, Columbia, SC 29208, USA
| | - Geetanjali Pathak
- Department of Exercise Science, University of South Carolina, Columbia, SC 29208, USA
| | - Stacy L. Fritz
- Physical Therapy Program, Department of Exercise Science, University of South Carolina, 921 Assembly Street, Room 301D, SC, 29208 Columbia, USA
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10
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Beik M, Taheri H, Saberi Kakhki A, Ghoshuni M. Algorithm-Based Practice Schedule and Task Similarity Enhance Motor Learning in Older Adults. J Mot Behav 2020; 53:458-470. [PMID: 32703098 DOI: 10.1080/00222895.2020.1797620] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
According to the challenge point framework, task difficulty has to be appropriate to learner skill level. The pure blocked or random practice controls the task difficulty during practice monotonically. Therefore, the purpose of this study was to investigate the effect of algorithm-based practice schedule and task similarity on motor learning in older adults. For this purpose, 60 older adults were randomly assigned into six groups of blocked-similar, algorithm-similar, random-similar, blocked-dissimilar, algorithm-dissimilar, and random-dissimilar. Sequential motor tasks were used for learning. Participants practiced absolute timing goals in similar (1350, 1500, 1650 ms) or dissimilar (1050, 1500, 1950 ms) conditions according to their practice schedule. Twenty-four hours after the acquisition phase, retention, and transfer tests were performed. Algorithm-practice was a hybrid practice schedule (blocked, serial, and random practice in forward/backward switching) that switching the schedules was according to error trial number (n ≤ 33%) in each block based on error range of absolute timing goals (± 5%). The results showed that the blocked-practice outperforms the other groups during the acquisition phase, whereas the algorithm-practice outperforms the other groups in retention and transfer in both similar and dissimilar conditions. These findings were discussed according to the challenge point framework.
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Affiliation(s)
- Meysam Beik
- Department of Motor Behavior, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Hamidreza Taheri
- Department of Motor Behavior, Ferdowsi University of Mashhad, Mashhad, Iran
| | | | - Majid Ghoshuni
- Department of Biomedical Engineering, Mashhad Branch, Islamic Azad University, Mashhad, Iran
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11
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Beik M, Taheri H, Saberi Kakhki A, Ghoshuni M. Neural Mechanisms of the Contextual Interference Effect and Parameter Similarity on Motor Learning in Older Adults: An EEG Study. Front Aging Neurosci 2020; 12:173. [PMID: 32595488 PMCID: PMC7304442 DOI: 10.3389/fnagi.2020.00173] [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: 09/06/2019] [Accepted: 05/19/2020] [Indexed: 11/13/2022] Open
Abstract
The purpose of this study was to investigate the neural mechanisms of the contextual interference effect (CIE) and parameter similarity on motor learning in older adults. Sixty older adults (mean age, 67.68 ± 3.95 years) were randomly assigned to one of six experimental groups: blocked-similar, algorithm-similar, random-similar, blocked-dissimilar, algorithm-dissimilar, and random-dissimilar. Algorithm practice was a hybrid practice schedule (a combination of blocked, serial, and random practice) that switching between practice schedules were based on error trial number, ≤33%. The sequential motor task was used to record the absolute timing for the absolute timing goals (ATGs). In similar conditions, the participants’ performance was near ATGs (1,350, 1,500, 1,650 ms) and in dissimilar conditions, they performed far ATGs (1,050, 1,500, 1,950 ms) with the same spatial sequence for all groups. EEG signals were continuously collected during the acquisition phase and delayed retention. Data were analyzed in different bands (alpha and beta) and scalp locations (frontal: Fp1, Fp2, F3, F4; central: C3, C4; and parietal: P3, P4) with repeated measures on the last factor. The analyses were included motor preparation and intertrial interval (motor evaluation) periods in the first six blocks and the last six blocks, respectively. The results of behavioral data indicated that algorithm practice resulted in medium error related to classic blocked and random practice during the acquisition, however, algorithm practice outperformed the classic blocked and random practice in the delayed retention test. The results of EEG data demonstrated that algorithm practice, due to optimal activity in the frontal lobe (medium alpha and beta activation at prefrontal), resulted in increased activity of sensorimotor areas (high alpha activation at C3 and P4) in older adults. Also, EEG data showed that similar conditions could affect the intertrial interval period (medium alpha and beta activation in frontal in the last six-block), while the dissimilar conditions could affect the motor preparation period (medium alpha and beta activation in frontal in the first six-block). In conclusion, algorithm practice can enhance motor learning and optimize the efficiency of brain activity, resulting in the achievement of a desirable goal in older adults.
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Affiliation(s)
- Meysam Beik
- Motor Behavior Laboratory, Department of Motor Behavior, Faculty of Sport Sciences, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Hamidreza Taheri
- Motor Behavior Laboratory, Department of Motor Behavior, Faculty of Sport Sciences, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Alireza Saberi Kakhki
- Motor Behavior Laboratory, Department of Motor Behavior, Faculty of Sport Sciences, Ferdowsi University of Mashhad, Mashhad, Iran
| | - Majid Ghoshuni
- Department of Biomedical Engineering, Islamic Azad University, Mashhad Branch, Mashhad, Iran
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12
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Transcranial Direct Current Stimulation of Supplementary Motor Region Impacts the Effectiveness of Interleaved and Repetitive Practice Schedules for Retention of Motor Skills. Neuroscience 2020; 435:58-72. [DOI: 10.1016/j.neuroscience.2020.03.043] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Revised: 03/25/2020] [Accepted: 03/26/2020] [Indexed: 12/31/2022]
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13
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Cheung VCK, Zheng XC, Cheung RTH, Chan RHM. Modulating the Structure of Motor Variability for Skill Learning Through Specific Muscle Synergies in Elderlies and Young Adults. IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY 2020; 1:33-40. [PMID: 35402962 PMCID: PMC8979619 DOI: 10.1109/ojemb.2019.2963666] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2019] [Revised: 12/26/2019] [Accepted: 12/27/2019] [Indexed: 11/07/2022] Open
Abstract
Objective: Motor variability – performance variations across task repetitions – has been assumed to be undesirable. But recent studies argue that variability facilitates early motor learning by allowing exploratory search of reward-generating motion, and that variability's structure may be modulated by neural circuits for furthering learning. What are the neural sources of learning-relevant motor variability and its modulation in humans of different ages? Methods: Elderlies and young adults played a 3-session virtual bowling while multi-muscle electromyographic signals were collected. We quantified trial-to-trial variability of muscle synergies – neuromotor control modules – and of their activations. Results: In elderlies, bowling-score gain correlated with change of activation timing variability of specific synergies, but in young adults, with variability changes of synergy-activation magnitude, and of the synergies themselves. Conclusions: Variability modulation of specific muscle synergies and their activations contribute to early motor learning. Elderly and young individuals may rely on different aspects of motor variability to drive learning.
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Affiliation(s)
- Vincent C K Cheung
- 1 School of Biomedical Sciences and Gerald Choa Neuroscience Centre, and the KIZ-CUHK Joint Laboratory of Bioresources and Molecular Research of Common DiseasesThe Chinese University of Hong Kong Hong Kong China
| | - Xiao-Chang Zheng
- 1 School of Biomedical Sciences and Gerald Choa Neuroscience Centre, and the KIZ-CUHK Joint Laboratory of Bioresources and Molecular Research of Common DiseasesThe Chinese University of Hong Kong Hong Kong China
| | - Roy T H Cheung
- 2 Department of Rehabilitation SciencesThe Hong Kong Polytechnic University Hong Kong China
| | - Rosa H M Chan
- 3 Department of Electrical EngineeringCity University of Hong Kong Hong Kong China
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14
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Pauwels L, Chalavi S, Swinnen SP. Aging and brain plasticity. Aging (Albany NY) 2019; 10:1789-1790. [PMID: 30067225 PMCID: PMC6128435 DOI: 10.18632/aging.101514] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 07/25/2018] [Indexed: 11/25/2022]
Affiliation(s)
- Lisa Pauwels
- Movement Control and Neuroplasticity Research Group, Faculty of Movement and Rehabilitation Sciences, Group Biomedical Sciences, KU Leuven, Leuven, Belgium
| | - Sima Chalavi
- Movement Control and Neuroplasticity Research Group, Faculty of Movement and Rehabilitation Sciences, Group Biomedical Sciences, KU Leuven, Leuven, Belgium
| | - Stephan P Swinnen
- Movement Control and Neuroplasticity Research Group, Faculty of Movement and Rehabilitation Sciences, Group Biomedical Sciences, KU Leuven, Leuven, Belgium.,Leuven Brain Institute (LBI), KU Leuven, Leuven, Belgium
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15
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Rueda-Delgado LM, Heise KF, Daffertshofer A, Mantini D, Swinnen SP. Age-related differences in neural spectral power during motor learning. Neurobiol Aging 2019; 77:44-57. [DOI: 10.1016/j.neurobiolaging.2018.12.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 11/29/2018] [Accepted: 12/27/2018] [Indexed: 12/13/2022]
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16
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Berghuis KMM, Fagioli S, Maurits NM, Zijdewind I, Marsman JBC, Hortobágyi T, Koch G, Bozzali M. Age-related changes in brain deactivation but not in activation after motor learning. Neuroimage 2018; 186:358-368. [PMID: 30439511 DOI: 10.1016/j.neuroimage.2018.11.010] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2018] [Revised: 11/05/2018] [Accepted: 11/08/2018] [Indexed: 01/13/2023] Open
Abstract
It is poorly understood how healthy aging affects neural mechanisms underlying motor learning. We used blood-oxygen-level dependent (BOLD) contrasts to examine age-related changes in brain activation after acquisition and consolidation (24 h) of a visuomotor tracking skill. Additionally, structural magnetic resonance imaging and diffusion tensor imaging were used to examine age-related structural changes in the brain. Older adults had reduced gray matter volume (628 ± 57 ml) and mean white matter anisotropy (0.18 ± 0.03) compared with young adults (741 ± 59 ml and 0.22 ± 0.02, respectively). Although motor performance was 53% lower in older (n = 15, mean age 63.1 years) compared with young adults (n = 15, mean age 25.5 years), motor practice improved motor performance similarly in both age groups. While executing the task, older adults showed in general greater brain activation compared with young adults. BOLD activation decreased in parietal and occipital areas after skill acquisition but activation increased in these areas after consolidation in both age groups, indicating more efficient visuospatial processing immediately after skill acquisition. Changes in deactivation in specific areas were age-dependent after consolidating the motor skill into motor memory. Young adults showed greater deactivations from post-test to retention in parietal, occipital and temporal cortices, whereas older adults showed smaller deactivation in the frontal cortex. Since learning rate was similar between age groups, age-related changes in activation patterns may be interpreted as a compensatory mechanism for age-related structural decline.
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Affiliation(s)
- K M M Berghuis
- University of Groningen, University Medical Center Groningen, Center for Human Movement Sciences, Groningen, the Netherlands; IRCCS Santa Lucia Foundation, Neuroimaging Laboratory, Rome, Italy; IRCCS Santa Lucia Foundation, Non-Invasive Brain Stimulation Unit, Rome, Italy.
| | - S Fagioli
- IRCCS Santa Lucia Foundation, Neuroimaging Laboratory, Rome, Italy; University of Roma Tre, Department of Education, Rome, Italy
| | - N M Maurits
- University of Groningen, University Medical Center Groningen, Department of Neurology, Groningen, the Netherlands
| | - I Zijdewind
- University of Groningen, University Medical Center Groningen, Department of Neuroscience, Groningen, the Netherlands
| | - J B C Marsman
- University of Groningen, University Medical Center Groningen, Cognitive Neuroscience Center, Biomedical Sciences of Cells and Systems, Groningen, the Netherlands
| | - T Hortobágyi
- University of Groningen, University Medical Center Groningen, Center for Human Movement Sciences, Groningen, the Netherlands
| | - G Koch
- IRCCS Santa Lucia Foundation, Non-Invasive Brain Stimulation Unit, Rome, Italy
| | - M Bozzali
- IRCCS Santa Lucia Foundation, Neuroimaging Laboratory, Rome, Italy; University of Sussex, Brighton & Sussex Medical School, Department of Neuroscience, Brighton, United Kingdom
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17
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Modulation of Motor Learning Capacity by Transcranial Alternating Current Stimulation. Neuroscience 2018; 391:131-139. [DOI: 10.1016/j.neuroscience.2018.09.013] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2018] [Revised: 09/05/2018] [Accepted: 09/10/2018] [Indexed: 11/18/2022]
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18
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Lin CHJ, Yang HC, Knowlton BJ, Wu AD, Iacoboni M, Ye YL, Huang SL, Chiang MC. Contextual interference enhances motor learning through increased resting brain connectivity during memory consolidation. Neuroimage 2018; 181:1-15. [PMID: 29966717 DOI: 10.1016/j.neuroimage.2018.06.081] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 06/11/2018] [Accepted: 06/28/2018] [Indexed: 01/12/2023] Open
Abstract
Increasing contextual interference (CI) during practice benefits learning, making it a desirable difficulty. For example, interleaved practice (IP) of motor sequences is generally more difficult than repetitive practice (RP) during practice but leads to better learning. Here we investigated whether CI in practice modulated resting-state functional connectivity during consolidation. 26 healthy adults (11 men/15 women, age = 23.3 ± 1.3 years) practiced two sets of three sequences in an IP or RP condition over 2 days, followed by a retention test on Day 5 to evaluate learning. On each practice day, functional magnetic resonance imaging (fMRI) data were acquired during practice and also in a resting state immediately after practice. The resting-state fMRI data were processed using independent component analysis (ICA) followed by functional connectivity analysis, showing that IP on Day 1 led to greater resting connectivity than RP between the left premotor cortex and left dorsolateral prefrontal cortex (DLPFC), bilateral posterior cingulate cortices, and bilateral inferior parietal lobules. Moreover, greater resting connectivity after IP than RP on Day 1, between the left premotor cortex and the hippocampus, amygdala, putamen, and thalamus on the right, and the cerebellum, was associated with better learning following IP. Mediation analysis further showed that the association between enhanced resting premotor-hippocampal connectivity on Day 1 and better retention performance following IP was mediated by greater task-related functional activation during IP on Day 2. Our findings suggest that the benefit of CI to motor learning is likely through enhanced resting premotor connectivity during the early phase of consolidation.
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Affiliation(s)
- Chien-Ho Janice Lin
- Department of Physical Therapy and Assistive Technology, National Yang-Ming University, Taipei, 112, Taiwan; Yeong-An Orthopedic and Physical Therapy Clinic, Taipei, 112, Taiwan.
| | - Ho-Ching Yang
- Department of Biomedical Engineering, National Yang-Ming University, Taipei, 112, Taiwan.
| | - Barbara J Knowlton
- Department of Psychology, University of California, Los Angeles, CA, 90095, USA.
| | - Allan D Wu
- Department of Neurology, David Geffen School of Medicine, University of California, Los Angeles, CA, 90095, USA; Ahmanson-Lovelace Brain Mapping Center, University of California, Los Angeles, CA, 90095, USA.
| | - Marco Iacoboni
- Ahmanson-Lovelace Brain Mapping Center, University of California, Los Angeles, CA, 90095, USA; Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, 90095, USA.
| | - Yu-Ling Ye
- Department of Biomedical Engineering, National Yang-Ming University, Taipei, 112, Taiwan; Department of Diagnostic Radiology, Chang Gung Memorial Hospital, Chiayi, 613, Taiwan.
| | - Shin-Leh Huang
- Department of Biomedical Engineering, National Yang-Ming University, Taipei, 112, Taiwan.
| | - Ming-Chang Chiang
- Department of Biomedical Engineering, National Yang-Ming University, Taipei, 112, Taiwan.
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19
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Challenge to Promote Change: The Neural Basis of the Contextual Interference Effect in Young and Older Adults. J Neurosci 2018; 38:3333-3345. [PMID: 29483284 DOI: 10.1523/jneurosci.2640-17.2018] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2017] [Revised: 01/26/2018] [Accepted: 02/16/2018] [Indexed: 02/03/2023] Open
Abstract
Motor performance deteriorates with age. Hence, studying the effects of different training types on performance improvement is particularly important. Here, we investigated the neural correlates of the contextual interference (CI) effect in 32 young (YA; 16 female) and 28 older (OA; 12 female) human adults. Participants were randomly assigned to either a blocked or a random practice schedule, practiced three variations of a bimanual visuomotor task over 3 d, and were retested 6 d later. Functional magnetic resonance imaging data were acquired during the first and last training days and during retention. Although the overall performance level was lower in OA than YA, the typical CI effects were observed in both age groups, i.e., inferior performance during acquisition but superior performance during retention for random relative to blocked practice. At the neural level, blocked practice showed higher brain activity in motor-related brain regions compared with random practice across both age groups. However, although activity in these regions decreased with blocked practice in both age groups, it was either preserved (YA) or increased (OA) as a function of random practice. In contrast, random compared with blocked practice resulted in greater activations in visual processing regions across age groups. Interestingly, in OA, the more demanding random practice schedule triggered neuroplastic changes in areas of the default mode network, ultimately leading to better long-term retention. Our findings may have substantial implications for the optimization of practice schedules, and rehabilitation settings in particular.SIGNIFICANCE STATEMENT In aging societies, it is critically important to understand how motor skills can be maintained or enhanced in older adults, with the ultimate goal to prolong functional independence. Here, we demonstrated that a more challenging random as opposed to a blocked practice environment temporarily reduced performance during the acquisition phase but resulted in lasting benefits for skill retention. In older adults, learning success was critically dependent on reduction of activation in areas of the default mode network, pointing to plastic functional changes in brain regions that are vulnerable to aging effects. The random practice context led to increased economy of brain activity and better skill retention. This provides new perspectives for reversing the negative consequences of aging.
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20
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Chalavi S, Pauwels L, Heise KF, Zivari Adab H, Maes C, Puts NAJ, Edden RAE, Swinnen SP. The neurochemical basis of the contextual interference effect. Neurobiol Aging 2018; 66:85-96. [PMID: 29549874 DOI: 10.1016/j.neurobiolaging.2018.02.014] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 01/03/2018] [Accepted: 02/13/2018] [Indexed: 01/17/2023]
Abstract
Efficient practice organization maximizes learning outcome. Although randomization of practice as compared to blocked practice damages training performance, it boosts retention performance, an effect called contextual interference. Motor learning modulates the GABAergic (gamma-aminobutyric acid) system within the sensorimotor cortex (SM); however, it is unclear whether different practice regimes differentially modulate this system and whether this is impacted by aging. Young and older participants were trained on 3 variations of a visuomotor task over 3 days, following either blocked or random practice schedule and retested 6 days later. Using magnetic resonance spectroscopy, SM and occipital cortex GABA+ levels were measured before and after training during the first and last training days. We found that (1) behavioral data confirmed the contextual interference effects, (2) within-day occipital cortex GABA+ levels decreased in random and increased in blocked group. This effect was more pronounced in older adults; and (3) baseline SM GABA+ levels predicted initial performance. These findings indicate a differential modulation of GABA levels across practice groups that is amplified by aging.
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Affiliation(s)
- Sima Chalavi
- KU Leuven, Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, Group Biomedical Sciences, Leuven, Belgium
| | - Lisa Pauwels
- KU Leuven, Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, Group Biomedical Sciences, Leuven, Belgium
| | - Kirstin-Friederike Heise
- KU Leuven, Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, Group Biomedical Sciences, Leuven, Belgium
| | - Hamed Zivari Adab
- KU Leuven, Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, Group Biomedical Sciences, Leuven, Belgium
| | - Celine Maes
- KU Leuven, Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, Group Biomedical Sciences, Leuven, Belgium
| | - Nicolaas A J Puts
- Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, 600 N Wolfe St., Park 367C, Baltimore, MD, USA; F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Maryland, USA
| | - Richard A E Edden
- Russell H. Morgan Department of Radiology and Radiological Science, The Johns Hopkins University School of Medicine, 600 N Wolfe St., Park 367C, Baltimore, MD, USA; F.M. Kirby Research Center for Functional Brain Imaging, Kennedy Krieger Institute, Maryland, USA
| | - Stephan P Swinnen
- KU Leuven, Movement Control and Neuroplasticity Research Group, Department of Movement Sciences, Group Biomedical Sciences, Leuven, Belgium; Leuven Research Institute for Neuroscience & Disease (LIND), KU Leuven, Leuven, Belgium.
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21
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Henz D, John A, Merz C, Schöllhorn WI. Post-task Effects on EEG Brain Activity Differ for Various Differential Learning and Contextual Interference Protocols. Front Hum Neurosci 2018; 12:19. [PMID: 29445334 PMCID: PMC5797795 DOI: 10.3389/fnhum.2018.00019] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2017] [Accepted: 01/15/2018] [Indexed: 01/16/2023] Open
Abstract
A large body of research has shown superior learning rates in variable practice compared to repetitive practice. More specifically, this has been demonstrated in the contextual interference (CI) and in the differential learning (DL) approach that are both representatives of variable practice. Behavioral studies have indicate different learning processes in CI and DL. Aim of the present study was to examine immediate post-task effects on electroencephalographic (EEG) brain activation patterns after CI and DL protocols that reveal underlying neural processes at the early stage of motor consolidation. Additionally, we tested two DL protocols (gradual DL, chaotic DL) to examine the effect of different degrees of stochastic fluctuations within the DL approach with a low degree of fluctuations in gradual DL and a high degree of fluctuations in chaotic DL. Twenty-two subjects performed badminton serves according to three variable practice protocols (CI, gradual DL, chaotic DL), and a repetitive learning protocol in a within-subjects design. Spontaneous EEG activity was measured before, and immediately after each 20-min practice session from 19 electrodes. Results showed distinguishable neural processes after CI, DL, and repetitive learning. Increases in EEG theta and alpha power were obtained in somatosensory regions (electrodes P3, P7, Pz, P4, P8) in both DL conditions compared to CI, and repetitive learning. Increases in theta and alpha activity in motor areas (electrodes C3, Cz, C4) were found after chaotic DL compared to gradual DL, and CI. Anterior areas (electrodes F3, F7, Fz, F4, F8) showed increased activity in the beta and gamma bands after CI. Alpha activity was increased in occipital areas (electrodes O1, O2) after repetitive learning. Post-task EEG brain activation patterns suggest that DL stimulates the somatosensory and motor system, and engages more regions of the cortex than repetitive learning due to a tighter stimulation of the motor and somatosensory system during DL practice. CI seems to activate specifically executively controlled processing in anterior brain areas. We discuss the obtained patterns of post-training EEG traces as evidence for different underlying neural processes in CI, DL, and repetitive learning at the early stage of motor learning.
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Affiliation(s)
- Diana Henz
- Institute of Sport Science, University of Mainz, Mainz, Germany
| | - Alexander John
- Institute of Sport Science, University of Mainz, Mainz, Germany
| | - Christian Merz
- Institute of Sport Science, University of Mainz, Mainz, Germany
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22
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Polanía R, Nitsche MA, Ruff CC. Studying and modifying brain function with non-invasive brain stimulation. Nat Neurosci 2018; 21:174-187. [PMID: 29311747 DOI: 10.1038/s41593-017-0054-4] [Citation(s) in RCA: 496] [Impact Index Per Article: 82.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2017] [Accepted: 11/22/2017] [Indexed: 12/12/2022]
Abstract
In the past three decades, our understanding of brain-behavior relationships has been significantly shaped by research using non-invasive brain stimulation (NIBS) techniques. These methods allow non-invasive and safe modulation of neural processes in the healthy brain, enabling researchers to directly study how experimentally altered neural activity causally affects behavior. This unique property of NIBS methods has, on the one hand, led to groundbreaking findings on the brain basis of various aspects of behavior and has raised interest in possible clinical and practical applications of these methods. On the other hand, it has also triggered increasingly critical debates about the properties and possible limitations of these methods. In this review, we discuss these issues, clarify the challenges associated with the use of currently available NIBS techniques for basic research and practical applications, and provide recommendations for studies using NIBS techniques to establish brain-behavior relationships.
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Affiliation(s)
- Rafael Polanía
- Laboratory for Social and Neural Systems Research (SNS-Lab), Department of Economics, University of Zurich, Zurich, Switzerland.
| | - Michael A Nitsche
- Leibniz Research Center for Working Environment and Human Factors, Department of Psychology and Neurosciences, TU Dortmund, Dortmund, Germany.,Department of Neurology, University Medical Hospital Bergmannsheil, Bochum, Germany
| | - Christian C Ruff
- Laboratory for Social and Neural Systems Research (SNS-Lab), Department of Economics, University of Zurich, Zurich, Switzerland.
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23
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Berghuis KM, Semmler JG, Opie GM, Post AK, Hortobágyi T. Age-related changes in corticospinal excitability and intracortical inhibition after upper extremity motor learning: a systematic review and meta-analysis. Neurobiol Aging 2017; 55:61-71. [DOI: 10.1016/j.neurobiolaging.2017.03.024] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 03/17/2017] [Accepted: 03/19/2017] [Indexed: 12/14/2022]
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24
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Henz D, Schöllhorn WI. Differential Training Facilitates Early Consolidation in Motor Learning. Front Behav Neurosci 2016; 10:199. [PMID: 27818627 PMCID: PMC5073148 DOI: 10.3389/fnbeh.2016.00199] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2016] [Accepted: 10/03/2016] [Indexed: 12/19/2022] Open
Abstract
Current research demonstrates increased learning rates in differential learning (DL) compared to repetitive training. To date, little is known on the underlying neurophysiological processes in DL that contribute to superior performance over repetitive practice. In the present study, we measured electroencephalographic (EEG) brain activation patterns after DL and repetitive badminton serve training. Twenty-four semi-professional badminton players performed badminton serves in a DL and repetitive training schedule in a within-subjects design. EEG activity was recorded from 19 electrodes according to the 10–20 system before and immediately after each 20-min exercise. Increased theta activity was obtained in contralateral parieto-occipital regions after DL. Further, increased posterior alpha activity was obtained in DL compared to repetitive training. Results indicate different underlying neuronal processes in DL and repetitive training with a higher involvement of parieto-occipital areas in DL. We argue that DL facilitates early consolidation in motor learning indicated by post-training increases in theta and alpha activity. Further, brain activation patterns indicate somatosensory working memory processes where attentional resources are allocated in processing of somatosensory information in DL. Reinforcing a somatosensory memory trace might explain increased motor learning rates in DL. Finally, this memory trace is more stable against interference from internal and external disturbances that afford executively controlled processing such as attentional processes.
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Affiliation(s)
- Diana Henz
- Institute of Sport Science, Training and Movement Science, University of Mainz Mainz, Germany
| | - Wolfgang I Schöllhorn
- Institute of Sport Science, Training and Movement Science, University of Mainz Mainz, Germany
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25
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Foreknowledge of an impending startling stimulus does not affect the proportion of startle reflexes or latency of StartReact responses. Exp Brain Res 2016; 235:379-388. [PMID: 27738717 DOI: 10.1007/s00221-016-4795-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2016] [Accepted: 10/01/2016] [Indexed: 10/20/2022]
Abstract
During a simple reaction time (RT) task, movements can be initiated early and involuntarily through presentation of a loud startling acoustic stimulus (SAS), a phenomenon termed the StartReact effect. In order to infer that activity in startle-related structures led to the early response triggering, it is important to observe a concurrent startle reflex in sternocleidomastoid. It is generally accepted that to consistently elicit a startle reflex, the SAS must be both intense and unpredictable. However, it remains unclear what effect explicit foreknowledge of an impending SAS has on the effectiveness of a SAS to elicit a startle reflex when preparing a motor response. To test this, participants completed two separate blocks of a simple RT task (counterbalanced order), where the control auditory go-signal was replaced with a SAS on 20 % of trials. In an unwarned block, knowledge of the trial type (SAS vs. control) was not provided in advance, while in a warned block, the trial type was forewarned. Results revealed that while foreknowledge of an impending SAS reduced the magnitude of the startle reflex, it did not affect the proportion of startle reflexes elicited or the magnitude of the StartReact effect. An increase in control trial RT was observed during the unwarned block, but only when it was performed first. These results indicate that preparation of a motor response leads to sufficiently increased activation in startle-related neural structures such that even with explicit knowledge of an upcoming SAS, participants are unable to proactively gate the upcoming sensory input.
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26
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Consolidating behavioral and neurophysiologic findings to explain the influence of contextual interference during motor sequence learning. Psychon Bull Rev 2016; 23:1-21. [PMID: 26084879 DOI: 10.3758/s13423-015-0887-3] [Citation(s) in RCA: 49] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Motor sequence learning under high levels of contextual interference (CI) disrupts initial performance but supports delayed test and transfer performance when compared to learning under low CI. Integrating findings from early behavioral work and more recent experimental efforts that incorporated neurophysiologic measures led to a novel account of the role of CI during motor sequence learning. This account focuses on important contributions from two neural regions-the dorsal premotor area and the SMA complex-that are recruited earlier and more extensively during the planning of a motor sequence in a high CI context. It is proposed that activation of these regions is critical to early adaptation of sequence structure amenable to long-term storage. Moreover, greater CI enhances access to newly acquired motor sequence knowledge through (1) the emergence of temporary functional connectivity between neural sites previously described as crucial to successful long-term performance of sequential behaviors, and (2) heightened excitability of M1-a key constituent of the temporary coupled neural circuits, and the primary candidate for storage of motor memory.
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27
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Sidaway B, Ala B, Baughman K, Glidden J, Cowie S, Peabody A, Roundy D, Spaulding J, Stephens R, Wright DL. Contextual Interference Can Facilitate Motor Learning in Older Adults and in Individuals With Parkinson's Disease. J Mot Behav 2016; 48:509-518. [DOI: 10.1080/00222895.2016.1152221] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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28
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Benefit of interleaved practice of motor skills is associated with changes in functional brain network topology that differ between younger and older adults. Neurobiol Aging 2016; 42:189-98. [DOI: 10.1016/j.neurobiolaging.2016.03.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2015] [Revised: 12/11/2015] [Accepted: 03/13/2016] [Indexed: 11/20/2022]
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29
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Stewart JC, Dewanjee P, Shariff U, Cramer SC. Dorsal premotor activity and connectivity relate to action selection performance after stroke. Hum Brain Mapp 2016; 37:1816-30. [PMID: 26876608 DOI: 10.1002/hbm.23138] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2015] [Revised: 12/26/2015] [Accepted: 01/26/2016] [Indexed: 01/26/2023] Open
Abstract
Compensatory activation in dorsal premotor cortex (PMd) during movement execution has often been reported after stroke. However, the role of PMd in the planning of skilled movement after stroke has not been well studied. The current study investigated the behavioral and neural response to the addition of action selection (AS) demands, a motor planning process that engages PMd in controls, to movement after stroke. Ten individuals with chronic, left hemisphere stroke and 16 age-matched controls made a joystick movement with the right hand under two conditions. In the AS condition, participants moved right or left based on an abstract, visual rule; in the execution only condition, participants moved in the same direction on every trial. Despite a similar behavioral response to the AS condition (increase in reaction time), brain activation differed between the two groups: the control group showed increased activation in left inferior parietal lobule (IPL) while the stroke group showed increased activation in several right/contralesional regions including right IPL. Variability in behavioral performance between participants was significantly related to variability in brain activation. Individuals post-stroke with relatively poorer AS task performance showed greater magnitude of activation in left PMd and dorsolateral prefrontal cortex (DLPFC), increased left primary motor cortex-PMd connectivity, and decreased left PMd-DLPFC connectivity. Changes in the premotor-prefrontal component of the motor network during complex movement conditions may negatively impact the performance and learning of skilled movement and may be a prime target for rehabilitation protocols aimed at improving the function of residual brain circuits after stroke. Hum Brain Mapp 37:1816-1830, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Jill Campbell Stewart
- Department of Exercise Science, Program in Physical Therapy, University of South Carolina, Columbia
| | - Pritha Dewanjee
- Department of Anatomy & Neurobiology, University of California, Irvine
| | - Umar Shariff
- Department of Anatomy & Neurobiology, University of California, Irvine
| | - Steven C Cramer
- Department of Neurology, University of California, Irvine.,Department of Anatomy & Neurobiology, University of California, Irvine
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30
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Kim T, Rhee J, Wright DL. Allowing time to consolidate knowledge gained through random practice facilitates later novel motor sequence acquisition. Acta Psychol (Amst) 2016; 163:153-66. [PMID: 26686835 DOI: 10.1016/j.actpsy.2015.11.012] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Revised: 11/17/2015] [Accepted: 11/28/2015] [Indexed: 11/30/2022] Open
Abstract
Two experiments were conducted to examine the efficacy of random (RP) and blocked practice (BP) for enhancing later motor learning. Each experiment involved practicing three unique seven key serial reaction time (SRT) tasks in either a blocked or random format followed by practice of a novel SRT task either 2-min (Experiment 1) or 24-h (Experiment 2) later. While the expected benefit of RP for retention was present in both experiments, in Experiment 1 there was no advantage from prior RP for new learning. Experiment 2 explored the possibility that increasing the interval, from 2-min to 24-h, between BP or RP and practice of the novel motor task might allow consolidation of sequence knowledge acquired during BP or RP which in turn might facilitate new learning. As a result of the additional time between training bouts RP facilitated the rate at which the novel motor task was acquired. Interestingly, when this additional time was provided, both BP and RP supported (a) a performance saving for the first trial with the novel task, and (b) an offline improvement in performance across a 24-h interval not present when only the novel motor task was practiced. The latter benefits for new learning may have resulted from exposure to prior physical practice per se. or practice variability. These data are discussed with respect to (a) future learning benefits from prior experience training with greater CI, and (b) the importance of memory consolidation for motor learning.
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Affiliation(s)
- Taewon Kim
- Human Performance Laboratory, Department of Health and Kinesiology, Texas A&M University, College Station, TX 77843-4243, United States
| | - Joohyun Rhee
- Human Performance Laboratory, Department of Health and Kinesiology, Texas A&M University, College Station, TX 77843-4243, United States
| | - David L Wright
- Human Performance Laboratory, Department of Health and Kinesiology, Texas A&M University, College Station, TX 77843-4243, United States.
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31
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Pauwels L, Vancleef K, Swinnen SP, Beets IAM. Challenge to promote change: both young and older adults benefit from contextual interference. Front Aging Neurosci 2015; 7:157. [PMID: 26321950 PMCID: PMC4531253 DOI: 10.3389/fnagi.2015.00157] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2015] [Accepted: 07/28/2015] [Indexed: 11/13/2022] Open
Abstract
Current society has to deal with major challenges related to our constantly increasing population of older adults. Since, motor performance generally deteriorates at older age, research investigating the effects of different types of training on motor improvement is particularly important. Here, we tested the effects of contextual interference (CI) while learning a bimanual coordination task in both young and older subjects. Both age groups acquired a low and high complexity task variant following either a blocked or random practice schedule. Typical CI effects, i.e., better overall performance during acquisition but detrimental effects during retention for the blocked compared with the random groups, were found for the low complexity task variant in both age groups. With respect to the high complexity task variant, no retention differences between both practice schedules were found. However, following random practice, better skill persistence (i.e., from end of acquisition to retention) over a 1 week time interval was observed for both task complexity variants and in both age groups. The current study provides clear evidence that the effects of different practice schedules on learning a complex bimanual task are not modulated by age.
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Affiliation(s)
- Lisa Pauwels
- Movement Control and Neuroplasticity Research Group, Biomedical Sciences Group, Department of Kinesiology, KU Leuven Leuven, Belgium
| | - Kathleen Vancleef
- Movement Control and Neuroplasticity Research Group, Biomedical Sciences Group, Department of Kinesiology, KU Leuven Leuven, Belgium
| | - Stephan P Swinnen
- Movement Control and Neuroplasticity Research Group, Biomedical Sciences Group, Department of Kinesiology, KU Leuven Leuven, Belgium ; Leuven Research Institute for Neuroscience & Disease, KU Leuven Leuven, Belgium
| | - Iseult A M Beets
- Movement Control and Neuroplasticity Research Group, Biomedical Sciences Group, Department of Kinesiology, KU Leuven Leuven, Belgium
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Souza MGD, Nunes ME, Corrêa UC, Santos SD. The Contextual Interference Effect on Sport-Specific Motor Learning in Older Adults. HUMAN MOVEMENT 2015. [DOI: 10.1515/humo-2015-0036] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
AbstractPurpose. The aim of this study was to investigate the contextual interference effect on learning a sport-related task in older adults. Methods. We selected 40 physically active individuals aged 65-80 years that were randomly divided into random and blocked practice groups. The task comprised throwing a bocce ball to three targets at distances of 2, 4 and 6 m. Practice consisted of 120 trials divided into two sessions. Two retention tests at a distance of 4 m were conducted (post-10 min and 24 h) and then two transfer tests with a target at 5 m (post-24 h) were performed with the preferred and non-preferred hand. Task performance and movement patterns were measured. Results. Comparisons between the practice groups revealed no contextual interference effect (p > 0.05); the random group showed improved performance during practice (p < 0.05) but the blocked group did not. Overall, the results showed similar performance between the groups in the retention and transfer tests, although it was inferred that the blocked group made insufficient corrective adjustments. Conclusions. It was concluded that contextual interference did not affect the learning of a sport-based skill in older adults. Nonetheless, it can be argued that the parameter modifications may have negatively influenced learning this task by the practice groups and/or they may have required more practice time.
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Bezzola L, Mérillat S, Jäncke L. Motor Training-Induced Neuroplasticity. GEROPSYCH-THE JOURNAL OF GERONTOPSYCHOLOGY AND GERIATRIC PSYCHIATRY 2012. [DOI: 10.1024/1662-9647/a000070] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The present lab-review presents and discusses our previous and current research into motor training-induced neuroplasticity by classifying our work on the basis of two broad aspects: (1) the applied study design (i.e., cross-sectional vs. longitudinal) and (2) the complexity of the motor task subjected to training (i.e., elementary finger movements vs. highly complex physical activity). Together with others we demonstrate that training-induced anatomic and functional changes are evident for a wide range of motor tasks and for several age cohorts. Finally, we discuss our findings from a lifespan perspective and embed them in the context of research investigating the beneficial effect of motor training-induced neuroplasticity on brain aging.
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Affiliation(s)
- Ladina Bezzola
- International Normal Aging and Plasticity Imaging Center (INAPIC), University of Zurich, Switzerland
- Division of Neuropsychology, Institute of Psychology, University of Zurich, Switzerland
| | - Susan Mérillat
- International Normal Aging and Plasticity Imaging Center (INAPIC), University of Zurich, Switzerland
| | - Lutz Jäncke
- International Normal Aging and Plasticity Imaging Center (INAPIC), University of Zurich, Switzerland
- Division of Neuropsychology, Institute of Psychology, University of Zurich, Switzerland
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