1
|
Aznárez-Sanado M, Eudave L, Martínez M, Luis EO, Villagra F, Loayza FR, Fernández-Seara MA, Pastor MA. Brain Activity and Functional Connectivity Patterns Associated With Fast and Slow Motor Sequence Learning in Late Middle Adulthood. Front Aging Neurosci 2022; 13:778201. [PMID: 35095468 PMCID: PMC8792532 DOI: 10.3389/fnagi.2021.778201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 12/22/2021] [Indexed: 11/13/2022] Open
Abstract
The human brain undergoes structural and functional changes across the lifespan. The study of motor sequence learning in elderly subjects is of particularly interest since previous findings in young adults might not replicate during later stages of adulthood. The present functional magnetic resonance imaging (fMRI) study assessed the performance, brain activity and functional connectivity patterns associated with motor sequence learning in late middle adulthood. For this purpose, a total of 25 subjects were evaluated during early stages of learning [i.e., fast learning (FL)]. A subset of these subjects (n = 11) was evaluated after extensive practice of a motor sequence [i.e., slow learning (SL) phase]. As expected, late middle adults improved motor performance from FL to SL. Learning-related brain activity patterns replicated most of the findings reported previously in young subjects except for the lack of hippocampal activity during FL and the involvement of cerebellum during SL. Regarding functional connectivity, precuneus and sensorimotor lobule VI of the cerebellum showed a central role during improvement of novel motor performance. In the sample of subjects evaluated, connectivity between the posterior putamen and parietal and frontal regions was significantly decreased with aging during SL. This age-related connectivity pattern may reflect losses in network efficiency when approaching late adulthood. Altogether, these results may have important applications, for instance, in motor rehabilitation programs.
Collapse
Affiliation(s)
- Maite Aznárez-Sanado
- School of Education and Psychology, University of Navarra, Pamplona, Spain
- Neuroimaging Laboratory, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Luis Eudave
- School of Education and Psychology, University of Navarra, Pamplona, Spain
- Neuroimaging Laboratory, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Martín Martínez
- School of Education and Psychology, University of Navarra, Pamplona, Spain
- Neuroimaging Laboratory, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Elkin O. Luis
- School of Education and Psychology, University of Navarra, Pamplona, Spain
- Neuroimaging Laboratory, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
| | - Federico Villagra
- Neuroimaging Laboratory, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
- Institute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth University, Aberystwyth, United Kingdom
| | - Francis R. Loayza
- Neuroimaging Laboratory, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
- Faculty of Mechanical Engineering and Production Sciences (FIMCP), Escuela Superior Politecnica del Litoral (ESPOL), Guayaquil, Ecuador
| | - María A. Fernández-Seara
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- Department of Radiology, Clínica Universidad de Navarra, Pamplona, Spain
| | - María A. Pastor
- Neuroimaging Laboratory, Center for Applied Medical Research (CIMA), University of Navarra, Pamplona, Spain
- Instituto de Investigación Sanitaria de Navarra (IdiSNA), Pamplona, Spain
- School of Medicine, University of Navarra, Pamplona, Spain
| |
Collapse
|
2
|
Jelić MB, Filipović SR, Milanović SD, Stevanović VB, Konstantinović L. Bilateral sequential motor cortex stimulation and skilled task performance with non-dominant hand. Clin Neurophysiol 2017; 128:814-822. [PMID: 28340430 DOI: 10.1016/j.clinph.2017.02.020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2016] [Revised: 02/06/2017] [Accepted: 02/19/2017] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To check whether bilateral sequential stimulation (BSS) of M1 with theta burst stimulation (TBS), using facilitatory protocol over non-dominant M1 followed by inhibitory one over dominant M1, can improve skilled task performance with non-dominant hand more than either of the unilateral stimulations do. Both, direct motor cortex (M1) facilitatory non-invasive brain stimulation (NIBS) and contralateral M1 inhibitory NIBS were shown to improve motor learning. METHODS Forty right-handed healthy subjects were divided into 4 matched groups which received either ipsilateral facilitatory (intermittent TBS [iTBS] over non-dominant M1), contralateral inhibitory (continuous TBS [cTBS] over dominant M1), bilateral sequential (contralateral cTBS followed by ipsilateral iTBS), or placebo stimulation. Performance was evaluated by Purdue peg-board test (PPT), before (T0), immediately after (T1), and 30min after (T2) an intervention. RESULTS In all groups and for both hands, the PPT scores increased at T1 and T2 in comparison to T0, showing clear learning effect. However, for the target non-dominant hand only, immediately after BSS (at T1) the PPT scores improved significantly more than after either of unilateral interventions or placebo. CONCLUSION M1 BSS TBS is an effective intervention for improving motor performance. SIGNIFICANCE M1 BSS TBS seems as a promising tool for motor learning improvement with potential uses in neurorehabilitation.
Collapse
Affiliation(s)
- Milan B Jelić
- University of Belgrade, Institute for Medical Research, Department of Neurophysiology, ul. Dr Subotića 4, Belgrade, Serbia
| | - Saša R Filipović
- University of Belgrade, Institute for Medical Research, Department of Neurophysiology, ul. Dr Subotića 4, Belgrade, Serbia.
| | - Sladjan D Milanović
- University of Belgrade, Institute for Medical Research, Department of Neurophysiology, ul. Dr Subotića 4, Belgrade, Serbia
| | - Vuk B Stevanović
- University of Belgrade, Institute for Medical Research, Department of Neurophysiology, ul. Dr Subotića 4, Belgrade, Serbia
| | - Ljubica Konstantinović
- University of Belgrade, Faculty of Medicine, Department of Rehabilitation, ul. Dr. Subotića 8, Belgrade, Serbia; Klinika za Rehabilitaciju "Dr Miroslav Zotović", ul. Sokobanjska 13, Belgrade, Serbia
| |
Collapse
|
3
|
Eudave L, Aznárez-Sanado M, Luis EO, Martínez M, Fernández-Seara MA, Pastor MA. Motor sequence learning in the elderly: differential activity patterns as a function of hand modality. Brain Imaging Behav 2016; 11:986-997. [DOI: 10.1007/s11682-016-9569-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
|
4
|
Tzvi E, Verleger R, Münte TF, Krämer UM. Reduced alpha-gamma phase amplitude coupling over right parietal cortex is associated with implicit visuomotor sequence learning. Neuroimage 2016; 141:60-70. [PMID: 27403869 DOI: 10.1016/j.neuroimage.2016.07.019] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2016] [Revised: 06/23/2016] [Accepted: 07/07/2016] [Indexed: 10/21/2022] Open
Abstract
Implicit visuomotor sequence learning is important for our daily life, e.g., when writing or playing an instrument. Previous research identified a network of cortical regions that is relevant for motor sequence learning, namely primary motor cortex, premotor cortex, superior parietal cortex, and subcortical regions, including basal ganglia and cerebellum. Here, we investigated learning-related changes in oscillatory activity (theta, alpha and gamma power) and cross-frequency interactions (theta- and alpha-gamma phase-amplitude coupling) within cortical regions during sensorimotor memory formation. EEG was recorded from a large group of participants (n=73) performing the serial reaction time task (SRTT). Posterior parietal alpha power was larger early-on during sequence learning and smaller in later sessions. Alpha/low-gamma (8-13Hz and 30-48Hz) phase-amplitude coupling (PAC) was significantly smaller during sequence learning over right superior parietal cortex and frontal cortex. During the transition from sequential stimuli to random stimuli, participants made more errors, indicating that they still implicitly attempted to implement the learned motor sequence. At the same time, alpha/low-gamma phase-amplitude coupling was found to be smaller during the transition relative to later random trials. Our results show that learning and implementing a learned motor sequence reduces alpha/low-gamma PAC over parietal and frontal cortex. Fronto-parietal alpha/low-gamma PAC might be relevant for visuomotor mapping which becomes less relevant once the motor sequence has been encoded.
Collapse
Affiliation(s)
- Elinor Tzvi
- Dept. of Neurology, University of Lübeck, 23538 Lübeck, Germany.
| | - Rolf Verleger
- Dept. of Neurology, University of Lübeck, 23538 Lübeck, Germany; Inst. of Psychology II, University of Lübeck, 23538 Lübeck, Germany
| | - Thomas F Münte
- Dept. of Neurology, University of Lübeck, 23538 Lübeck, Germany; Inst. of Psychology II, University of Lübeck, 23538 Lübeck, Germany
| | - Ulrike M Krämer
- Dept. of Neurology, University of Lübeck, 23538 Lübeck, Germany; Inst. of Psychology II, University of Lübeck, 23538 Lübeck, Germany
| |
Collapse
|
5
|
Martínez M, Valencia M, Vidorreta M, Luis EO, Castellanos G, Villagra F, Fernández‐Seara MA, Pastor MA. Trade-off between frequency and precision during stepping movements: Kinematic and BOLD brain activation patterns. Hum Brain Mapp 2016; 37:1722-37. [PMID: 26857613 PMCID: PMC6867488 DOI: 10.1002/hbm.23131] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Revised: 11/17/2015] [Accepted: 01/21/2016] [Indexed: 11/11/2022] Open
Abstract
The central nervous system has the ability to adapt our locomotor pattern to produce a wide range of gait modalities and velocities. In reacting to external pacing stimuli, deviations from an individual preferred cadence provoke a concurrent decrease in accuracy that suggests the existence of a trade-off between frequency and precision; a compromise that could result from the specialization within the control centers of locomotion to ensure a stable transition and optimal adaptation to changing environment. Here, we explore the neural correlates of such adaptive mechanisms by visually guiding a group of healthy subjects to follow three comfortable stepping frequencies while simultaneously recording their BOLD responses and lower limb kinematics with the use of a custom-built treadmill device. In following the visual stimuli, subjects adopt a common pattern of symmetric and anti-phase movements across pace conditions. However, when increasing the stimulus frequency, an improvement in motor performance (precision and stability) was found, which suggests a change in the control mode from reactive to predictive schemes. Brain activity patterns showed similar BOLD responses across pace conditions though significant differences were observed in parietal and cerebellar regions. Neural correlates of stepping precision were found in the insula, cerebellum, dorsolateral pons and inferior olivary nucleus, whereas neural correlates of stepping stability were found in a distributed network, suggesting a transition in the control strategy across the stimulated range of frequencies: from unstable/reactive at lower paces (i.e., stepping stability managed by subcortical regions) to stable/predictive at higher paces (i.e., stability managed by cortical regions). Hum Brain Mapp 37:1722-1737, 2016. © 2016 Wiley Periodicals, Inc.
Collapse
Affiliation(s)
- Martin Martínez
- Division of Neuroscience, Neuroimaging Laboratory, Centre for Applied Medical Research (CIMA)University of NavarraPamplona31008Spain
| | - Miguel Valencia
- Division of Neuroscience, Neurophysiology Laboratory, Centre for Applied Medical Research (CIMA)University of NavarraPamplona31008Spain
| | - Marta Vidorreta
- Division of Neuroscience, Neuroimaging Laboratory, Centre for Applied Medical Research (CIMA)University of NavarraPamplona31008Spain
| | - Elkin O. Luis
- Division of Neuroscience, Neuroimaging Laboratory, Centre for Applied Medical Research (CIMA)University of NavarraPamplona31008Spain
| | - Gabriel Castellanos
- Division of Neuroscience, Neuroimaging Laboratory, Centre for Applied Medical Research (CIMA)University of NavarraPamplona31008Spain
- Division of ResearchFundación Universitaria de Ciencias de la Salud - Hospital de San José, Bogotá D.C.Colombia
| | - Federico Villagra
- Division of Neuroscience, Neuroimaging Laboratory, Centre for Applied Medical Research (CIMA)University of NavarraPamplona31008Spain
| | - Maria A. Fernández‐Seara
- Division of Neuroscience, Neuroimaging Laboratory, Centre for Applied Medical Research (CIMA)University of NavarraPamplona31008Spain
| | - Maria A. Pastor
- Division of Neuroscience, Neuroimaging Laboratory, Centre for Applied Medical Research (CIMA)University of NavarraPamplona31008Spain
- Centro Investigación Biomédica en Red en Enfermedades Neurodegenerativas (CIBERNED)Instituto De Salud Carlos IIIMadrid28030Spain
| |
Collapse
|
6
|
Abstract
Newell & Shanks (N&S) carry out an extremely sharp and static distinction between conscious and unconscious decisions, ignoring a process that dynamically transfers decisions and actions between the conscious and unconscious domains of the mind: habitual decision making. We propose a new categorisation and discuss the main characteristics of this process from a philosophical and neuroscientific perspective.
Collapse
|