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Aloufi AE, Rowe FJ, Meyer GF. Behavioural performance improvement in visuomotor learning correlates with functional and microstructural brain changes. Neuroimage 2020; 227:117673. [PMID: 33359355 DOI: 10.1016/j.neuroimage.2020.117673] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 12/11/2020] [Accepted: 12/14/2020] [Indexed: 01/01/2023] Open
Abstract
A better understanding of practice-induced functional and structural changes in our brains can help us design more effective learning environments that provide better outcomes. Although there is growing evidence from human neuroimaging that experience-dependent brain plasticity is expressed in measurable brain changes that are correlated with behavioural performance, the relationship between behavioural performance and structural or functional brain changes, and particularly the time course of these changes, is not well characterised. To understand the link between neuroplastic changes and behavioural performance, 15 healthy participants in this study followed a systematic eye movement training programme for 30 min daily at home, 5 days a week and for 6 consecutive weeks. Behavioural performance statistics and eye tracking data were captured throughout the training period to evaluate learning outcomes. Imaging data (DTI and fMRI) were collected at baseline, after two and six weeks of continuous training, and four weeks after training ended. Participants showed significant improvements in behavioural performance (faster task completion time, lower fixation number and fixation duration). Spatially overlapping reductions in microstructural diffusivity measures (MD, AD and RD) and functional activation increases (BOLD signal) were observed in two main areas: extrastriate visual cortex (V3d) and the frontal part of the cerebellum/Fastigial Oculomotor Region (FOR), which are both involved in visual processing. An increase of functional activity was also recorded in the right frontal eye field. Behavioural, structural and functional changes were correlated. Microstructural change is a better predictor for long-term behavioural change than functional activation is, whereas the latter is superior in predicting instantaneous performance. Structural and functional measures at week 2 of the training programme also predict performance at week 6 and 10, which suggests that imaging data at an early stage of training may be useful in optimising practice environments or rehabilitative training programmes.
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Affiliation(s)
- A E Aloufi
- Department of Psychology, University of Liverpool, Eleanor Rathbone Building, Bedford Street South, Liverpool L69 7ZA, UK
| | - F J Rowe
- Institute of Population Health, University of Liverpool, Liverpool, UK
| | - G F Meyer
- Department of Psychology, University of Liverpool, Eleanor Rathbone Building, Bedford Street South, Liverpool L69 7ZA, UK.
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2
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White Matter and Neuroprotection in Alzheimer's Dementia. Molecules 2020; 25:molecules25030503. [PMID: 31979414 PMCID: PMC7038211 DOI: 10.3390/molecules25030503] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 01/20/2020] [Accepted: 01/21/2020] [Indexed: 12/12/2022] Open
Abstract
Myelin is the main component of the white matter of the central nervous system (CNS), allowing the proper electrical function of the neurons by ensheathing and insulating the axons. The extensive use of magnetic resonance imaging has highlighted the white matter alterations in Alzheimer’s dementia (AD) and other neurodegenerative diseases, alterations which are early, extended, and regionally selective. Given that the white matter turnover is considerable in the adulthood, and that myelin repair is currently recognized as being the only true reparative capability of the mature CNS, oligodendrocyte precursor cells (OPCs), the cells that differentiate in oligodendrocyte, responsible for myelin formation and repair, are regarded as a potential target for neuroprotection. In this review, several aspects of the OPC biology are reviewed. The histology and functional role of OPCs in the neurovascular-neuroglial unit as described in preclinical and clinical studies on AD is discussed, such as the OPC vulnerability to hypoxia-ischemia, neuroinflammation, and amyloid deposition. Finally, the position of OPCs in drug discovery strategies for dementia is discussed.
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LeBourgeois MK, Dean DC, Deoni SCL, Kohler M, Kurth S. A simple sleep EEG marker in childhood predicts brain myelin 3.5 years later. Neuroimage 2019; 199:342-350. [PMID: 31170459 PMCID: PMC6688908 DOI: 10.1016/j.neuroimage.2019.05.072] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2018] [Revised: 05/22/2019] [Accepted: 05/28/2019] [Indexed: 10/26/2022] Open
Abstract
Epidemiological research reveals that insufficient sleep in children has negative cognitive and emotional consequences; however, the physiological underpinnings of these observations remain understudied. We tested the hypothesis that the topographical distribution of deep sleep slow wave activity during the childhood predicts brain white matter microstructure (myelin) 3.5 y later. Healthy children underwent sleep high-density EEG at baseline (n = 13; ages 2.4-8.0 y) and follow-up (n = 14; ages 5.5-12.2 y). At follow-up, myelin (myelin water fraction) and cortical morphology were also quantified. Our investigation revealed 3 main findings. (1) The Frontal/Occipital (F/O)-ratio at baseline strongly predicted whole brain myelin at follow-up. (2) At follow-up, the F/O-ratio was only minimally (negatively) linked to brain myelin. (3) Cortical morphology was not related to the F/O-ratio, neither at baseline nor at follow-up. Our results support the hypothesis that during child development EEG markers during sleep longitudinally predict brain myelin content. Data extend previous findings reporting a link between EEG markers of sleep need and cortical morphology, by supporting the hypothesis that sleep is a necessary component to underlying processes of brain, and specifically myelin, maturation. In line with the overarching theory that sleep contributes to neurodevelopmental processes, it remains to be investigated whether chronic sleep loss negatively affects white matter myelin microstructure growth during sensitive periods of development.
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Affiliation(s)
- Monique K LeBourgeois
- Sleep and Development Laboratory, Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO, USA
| | - Douglas C Dean
- Waisman Center, University of Wisconsin-Madison, Madison, WI, USA
| | - Sean C L Deoni
- Advanced Baby Imaging Laboratory, School of Engineering, Brown University, Providence, RI, USA
| | - Malcolm Kohler
- Pulmonary Clinic, University Hospital Zurich, Zurich, CH, Switzerland
| | - Salome Kurth
- Pulmonary Clinic, University Hospital Zurich, Zurich, CH, Switzerland.
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Abstract
Oligodendrocyte form myelin around the axons to regulate the conduction velocity. Myelinated axons are composed of white matter to act as cables to connect distinct brain regions. Recent human MRI studies showed that the signal from white matter change in the people with special skills such as taxi driver, piano player, and juggling. The change of the white matter suggested that (1) The plasticity of myelination depends on neuronal activity (activity-dependent myelination) and (2) White matter plasticity is essential for brain functions. In this session, we discussed that how the un-electrical components, oligodendrocytes, and its precursor cells receive the signal from electrically active neurons and differentiate, proliferate, and myelinate the axons to modulate the activity of neuronal circuits, ultimately affect on their behaviors. In this review, we highlight the physiological functions of oligodendrocyte and their neuronal activity-dependent functions and thus show new insight for their contribution to brain functions.
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Kelley P, Evans MDR, Kelley J. Making Memories: Why Time Matters. Front Hum Neurosci 2018; 12:400. [PMID: 30386221 PMCID: PMC6198140 DOI: 10.3389/fnhum.2018.00400] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2017] [Accepted: 09/18/2018] [Indexed: 11/29/2022] Open
Abstract
In the last decade advances in human neuroscience have identified the critical importance of time in creating long-term memories. Circadian neuroscience has established biological time functions via cellular clocks regulated by photosensitive retinal ganglion cells and the suprachiasmatic nuclei. Individuals have different circadian clocks depending on their chronotypes that vary with genetic, age, and sex. In contrast, social time is determined by time zones, daylight savings time, and education and employment hours. Social time and circadian time differences can lead to circadian desynchronization, sleep deprivation, health problems, and poor cognitive performance. Synchronizing social time to circadian biology leads to better health and learning, as demonstrated in adolescent education. In-day making memories of complex bodies of structured information in education is organized in social time and uses many different learning techniques. Research in the neuroscience of long-term memory (LTM) has demonstrated in-day time spaced learning patterns of three repetitions of information separated by two rest periods are effective in making memories in mammals and humans. This time pattern is based on the intracellular processes required in synaptic plasticity. Circadian desynchronization, sleep deprivation, and memory consolidation in sleep are less well-understood, though there has been considerable progress in neuroscience research in the last decade. The interplay of circadian, in-day and sleep neuroscience research are creating an understanding of making memories in the first 24-h that has already led to interventions that can improve health and learning.
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Affiliation(s)
- Paul Kelley
- Sleep, Circadian and Memory Neuroscience, The Open University, Milton Keynes, United Kingdom
| | - M. D. R. Evans
- Sociology and Applied Statistics Program, University of Nevada, Reno, Reno, NV, United States
- Sociology, University of Nevada, Reno, Reno, NV, United States
| | - Jonathan Kelley
- Sociology, University of Nevada, Reno, Reno, NV, United States
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Devan BD, Berger K, McDonald RJ. The Emergent Engram: A Historical Legacy and Contemporary Discovery. Front Behav Neurosci 2018; 12:168. [PMID: 30131682 PMCID: PMC6090515 DOI: 10.3389/fnbeh.2018.00168] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Accepted: 07/16/2018] [Indexed: 01/10/2023] Open
Affiliation(s)
- Bryan D Devan
- Laboratory of Comparative Neuropsychology, Psychology Department, Towson University, Towson, MD, United States
| | - Kyle Berger
- Laboratory of Comparative Neuropsychology, Psychology Department, Towson University, Towson, MD, United States
| | - Robert J McDonald
- Canadian Center for Behavioural Neuroscience, University of Lethbridge, Lethbridge, AB, Canada
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7
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Birey F, Kokkosis AG, Aguirre A. Oligodendroglia-lineage cells in brain plasticity, homeostasis and psychiatric disorders. Curr Opin Neurobiol 2017; 47:93-103. [PMID: 29073529 DOI: 10.1016/j.conb.2017.09.016] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 09/20/2017] [Accepted: 09/25/2017] [Indexed: 12/11/2022]
Abstract
Adult oligodendrocyte progenitor cells are uniformly distributed in both gray and white matter, displaying robust proliferative and migratory potential during health and disease. Recently, developments in new experimental approaches have brought about several novel insights about NG2-glia and myelinating oligodendrocytes, indicating a diverse toolkit of functions in experience-dependent myelination and homeostasis in the adult CNS. In this review, we summarize some of the topical studies that highlight newly emerging findings implicating oligodendroglia-lineage cells in brain plasticity, homeostasis and pathophysiology of neuropsychiatric disorders.
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Affiliation(s)
- F Birey
- Stanford University, Department of Psychiatry and Behavioral Sciences, United States
| | - A G Kokkosis
- SUNY, Stony Brook, Department of Pharmacological Sciences, United States
| | - A Aguirre
- SUNY, Stony Brook, Department of Pharmacological Sciences, United States.
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Seáñez-González I, Pierella C, Farshchiansadegh A, Thorp EB, Wang X, Parrish T, Mussa-Ivaldi FA. Body-Machine Interfaces after Spinal Cord Injury: Rehabilitation and Brain Plasticity. Brain Sci 2016; 6:E61. [PMID: 27999362 PMCID: PMC5187575 DOI: 10.3390/brainsci6040061] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Revised: 12/06/2016] [Accepted: 12/12/2016] [Indexed: 01/07/2023] Open
Abstract
The purpose of this study was to identify rehabilitative effects and changes in white matter microstructure in people with high-level spinal cord injury following bilateral upper-extremity motor skill training. Five subjects with high-level (C5-C6) spinal cord injury (SCI) performed five visuo-spatial motor training tasks over 12 sessions (2-3 sessions per week). Subjects controlled a two-dimensional cursor with bilateral simultaneous movements of the shoulders using a non-invasive inertial measurement unit-based body-machine interface. Subjects' upper-body ability was evaluated before the start, in the middle and a day after the completion of training. MR imaging data were acquired before the start and within two days of the completion of training. Subjects learned to use upper-body movements that survived the injury to control the body-machine interface and improved their performance with practice. Motor training increased Manual Muscle Test scores and the isometric force of subjects' shoulders and upper arms. Moreover, motor training increased fractional anisotropy (FA) values in the cingulum of the left hemisphere by 6.02% on average, indicating localized white matter microstructure changes induced by activity-dependent modulation of axon diameter, myelin thickness or axon number. This body-machine interface may serve as a platform to develop a new generation of assistive-rehabilitative devices that promote the use of, and that re-strengthen, the motor and sensory functions that survived the injury.
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Affiliation(s)
- Ismael Seáñez-González
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA.
- Sensory Motor Performance Program, Rehabilitation Institute of Chicago, Chicago, IL 60611, USA.
| | - Camilla Pierella
- Sensory Motor Performance Program, Rehabilitation Institute of Chicago, Chicago, IL 60611, USA.
- Department of Physiology, Physical Medicine and Rehabilitation, Northwestern University, Evanston, IL 60208, USA.
- Department of Informatics, Bioengineering, Robotics, and Systems Engineering at the University of Genoa, 16145 Genoa, Italy.
| | - Ali Farshchiansadegh
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA.
- Sensory Motor Performance Program, Rehabilitation Institute of Chicago, Chicago, IL 60611, USA.
| | - Elias B Thorp
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA.
- Sensory Motor Performance Program, Rehabilitation Institute of Chicago, Chicago, IL 60611, USA.
| | - Xue Wang
- Department of Radiology, Northwestern University, Evanston, IL 60208, USA.
| | - Todd Parrish
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA.
- Department of Radiology, Northwestern University, Evanston, IL 60208, USA.
| | - Ferdinando A Mussa-Ivaldi
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA.
- Sensory Motor Performance Program, Rehabilitation Institute of Chicago, Chicago, IL 60611, USA.
- Department of Physiology, Physical Medicine and Rehabilitation, Northwestern University, Evanston, IL 60208, USA.
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Kurth S, Dean DC, Achermann P, O'Muircheartaigh J, Huber R, Deoni SCL, LeBourgeois MK. Increased Sleep Depth in Developing Neural Networks: New Insights from Sleep Restriction in Children. Front Hum Neurosci 2016; 10:456. [PMID: 27708567 PMCID: PMC5030292 DOI: 10.3389/fnhum.2016.00456] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2016] [Accepted: 08/30/2016] [Indexed: 12/25/2022] Open
Abstract
Brain networks respond to sleep deprivation or restriction with increased sleep depth, which is quantified as slow-wave activity (SWA) in the sleep electroencephalogram (EEG). When adults are sleep deprived, this homeostatic response is most pronounced over prefrontal brain regions. However, it is unknown how children’s developing brain networks respond to acute sleep restriction, and whether this response is linked to myelination, an ongoing process in childhood that is critical for brain development and cortical integration. We implemented a bedtime delay protocol in 5- to 12-year-old children to obtain partial sleep restriction (1-night; 50% of their habitual sleep). High-density sleep EEG was assessed during habitual and restricted sleep and brain myelin content was obtained using mcDESPOT magnetic resonance imaging. The effect of sleep restriction was analyzed using statistical non-parametric mapping with supra-threshold cluster analysis. We observed a localized homeostatic SWA response following sleep restriction in a specific parieto-occipital region. The restricted/habitual SWA ratio was negatively associated with myelin water fraction in the optic radiation, a developing fiber bundle. This relationship occurred bilaterally over parieto-temporal areas and was adjacent to, but did not overlap with the parieto-occipital region showing the most pronounced homeostatic SWA response. These results provide evidence for increased sleep need in posterior neural networks in children. Sleep need in parieto-temporal areas is related to myelin content, yet it remains speculative whether age-related myelin growth drives the fading of the posterior homeostatic SWA response during the transition to adulthood. Whether chronic insufficient sleep in the sensitive period of early life alters the anatomical generators of deep sleep slow-waves is an important unanswered question.
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Affiliation(s)
- Salome Kurth
- Sleep and Development Laboratory, Department of Integrative Physiology, University of Colorado Boulder, BoulderCO, USA; Pulmonary Clinic, Division of Pulmonology, University Hospital ZurichZurich, Switzerland
| | - Douglas C Dean
- Advanced Baby Imaging Laboratory, School of Engineering, Brown University, ProvidenceRI, USA; Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, MadisonWI, USA
| | - Peter Achermann
- Chronobiology and Sleep Research, Institute of Pharmacology and Toxicology, University of Zurich Zurich, Switzerland
| | - Jonathan O'Muircheartaigh
- Advanced Baby Imaging Laboratory, School of Engineering, Brown University, ProvidenceRI, USA; Centre for the Developing Brain, Division of Imaging Sciences & Biomedical Engineering, King's College LondonLondon, UK; Department of Neuroimaging, Institute of Psychiatry, Psychology & Neuroscience, King's College LondonLondon, UK
| | - Reto Huber
- Child Development Center, University Children's Hospital ZurichZurich, Switzerland; Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric Hospital University of ZurichZurich, Switzerland
| | - Sean C L Deoni
- Advanced Baby Imaging Laboratory, School of Engineering, Brown University, ProvidenceRI, USA; Children's Hospital Colorado, School of Medicine, University of Colorado, AuroraCO, USA
| | - Monique K LeBourgeois
- Sleep and Development Laboratory, Department of Integrative Physiology, University of Colorado Boulder, Boulder CO, USA
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10
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A new mechanism of nervous system plasticity: activity-dependent myelination. Nat Rev Neurosci 2016; 16:756-67. [PMID: 26585800 DOI: 10.1038/nrn4023] [Citation(s) in RCA: 441] [Impact Index Per Article: 55.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
The synapse is the focus of experimental research and theory on the cellular mechanisms of nervous system plasticity and learning, but recent research is expanding the consideration of plasticity into new mechanisms beyond the synapse, notably including the possibility that conduction velocity could be modifiable through changes in myelin to optimize the timing of information transmission through neural circuits. This concept emerges from a confluence of brain imaging that reveals changes in white matter in the human brain during learning, together with cellular studies showing that the process of myelination can be influenced by action potential firing in axons. This Opinion article summarizes the new research on activity-dependent myelination, explores the possible implications of these studies and outlines the potential for new research.
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11
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Braak H, Del Tredici K. The preclinical phase of the pathological process underlying sporadic Alzheimer’s disease. Brain 2015; 138:2814-33. [DOI: 10.1093/brain/awv236] [Citation(s) in RCA: 293] [Impact Index Per Article: 32.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 07/21/2015] [Indexed: 12/13/2022] Open
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Bauer AJ, Just MA. Monitoring the growth of the neural representations of new animal concepts. Hum Brain Mapp 2015; 36:3213-26. [PMID: 26032608 DOI: 10.1002/hbm.22842] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2015] [Accepted: 05/08/2015] [Indexed: 11/09/2022] Open
Abstract
Although enormous progress has recently been made in identifying the neural representations of individual object concepts, relatively little is known about the growth of a neural knowledge representation as a novel object concept is being learned. In this fMRI study, the growth of the neural representations of eight individual extinct animal concepts was monitored as participants learned two features of each animal, namely its habitat (i.e., a natural dwelling or scene) and its diet or eating habits. Dwelling/scene information and diet/eating-related information have each been shown to activate their own characteristic brain regions. Several converging methods were used here to capture the emergence of the neural representation of a new animal feature within these characteristic, a priori-specified brain regions. These methods include statistically reliable identification (classification) of the eight newly acquired multivoxel patterns, analysis of the neural representational similarity among the newly learned animal concepts, and conventional GLM assessments of the activation in the critical regions. Moreover, the representation of a recently learned feature showed some durability, remaining intact after another feature had been learned. This study provides a foundation for brain research to trace how a new concept makes its way from the words and graphics used to teach it, to a neural representation of that concept in a learner's brain.
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Affiliation(s)
- Andrew James Bauer
- Department of Psychology, Center for Cognitive Brain Imaging, Baker Hall, Carnegie Mellon University, Pittsburgh, Pennsylvania, 15213
| | - Marcel Adam Just
- Department of Psychology, Center for Cognitive Brain Imaging, Baker Hall, Carnegie Mellon University, Pittsburgh, Pennsylvania, 15213
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Mason RA, Just MA. Physics instruction induces changes in neural knowledge representation during successive stages of learning. Neuroimage 2015; 111:36-48. [PMID: 25665967 DOI: 10.1016/j.neuroimage.2014.12.086] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2014] [Revised: 11/19/2014] [Accepted: 12/29/2014] [Indexed: 11/18/2022] Open
Abstract
Incremental instruction on the workings of a set of mechanical systems induced a progression of changes in the neural representations of the systems. The neural representations of four mechanical systems were assessed before, during, and after three phases of incremental instruction (which first provided information about the system components, then provided partial causal information, and finally provided full functional information). In 14 participants, the neural representations of four systems (a bathroom scale, a fire extinguisher, an automobile braking system, and a trumpet) were assessed using three recently developed techniques: (1) machine learning and classification of multi-voxel patterns; (2) localization of consistently responding voxels; and (3) representational similarity analysis (RSA). The neural representations of the systems progressed through four stages, or states, involving spatially and temporally distinct multi-voxel patterns: (1) initially, the representation was primarily visual (occipital cortex); (2) it subsequently included a large parietal component; (3) it eventually became cortically diverse (frontal, parietal, temporal, and medial frontal regions); and (4) at the end, it demonstrated a strong frontal cortex weighting (frontal and motor regions). At each stage of knowledge, it was possible for a classifier to identify which one of four mechanical systems a participant was thinking about, based on their brain activation patterns. The progression of representational states was suggestive of progressive stages of learning: (1) encoding information from the display; (2) mental animation, possibly involving imagining the components moving; (3) generating causal hypotheses associated with mental animation; and finally (4) determining how a person (probably oneself) would interact with the system. This interpretation yields an initial, cortically-grounded, theory of learning of physical systems that potentially can be related to cognitive learning theories by suggesting links between cortical representations, stages of learning, and the understanding of simple systems.
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Affiliation(s)
- Robert A Mason
- Center for Cognitive Brain Imaging, Psychology Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA.
| | - Marcel Adam Just
- Center for Cognitive Brain Imaging, Psychology Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA
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Kurth S, Olini N, Huber R, LeBourgeois M. Sleep and Early Cortical Development. CURRENT SLEEP MEDICINE REPORTS 2015; 1:64-73. [PMID: 26807347 DOI: 10.1007/s40675-014-0002-8] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Sleep is increasingly recognized as a key process in neurodevelopment. Animal data show that sleep is essential for the maturation of fundamental brain functions, and growing epidemiological findings indicate that children with early sleep disturbance suffer from later cognitive, attentional, and psychosocial problems. Still, major gaps exist in understanding processes underlying links between sleep and neurodevelopment. One challenge is to translate findings from animal research to humans. In this review, we describe parallels and differences in sleep and development of the cortex in humans and animals and discuss emerging questions.
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Affiliation(s)
- Salome Kurth
- Sleep and Development Laboratory, Department of Integrative Physiology, University of Colorado Boulder, Clare Small Room 114, 354 UCB, Boulder, CO 80309-5003, USA,
| | - Nadja Olini
- Child Development Center, University Children's Hospital Zurich, Zurich, Switzerland,
| | - Reto Huber
- Child Development Center, University Children's Hospital Zurich, Zurich, Switzerland
| | - Monique LeBourgeois
- Sleep and Development Laboratory, Department of Integrative Physiology, University of Colorado Boulder, Clare Small Room 114, 354 UCB, Boulder, CO 80309-5003, USA,
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15
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Coppola G, Di Renzo A, Tinelli E, Iacovelli E, Lepre C, Di Lorenzo C, Di Lorenzo G, Di Lenola D, Parisi V, Serrao M, Pauri F, Fiermonte G, Bianco F, Pierelli F. Evidence for brain morphometric changes during the migraine cycle: a magnetic resonance-based morphometry study. Cephalalgia 2014; 35:783-91. [PMID: 25414472 DOI: 10.1177/0333102414559732] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2014] [Accepted: 10/15/2014] [Indexed: 01/09/2023]
Abstract
Neurophysiological investigations have demonstrated that there are unique fluctuations in the migraine brain functional activity between the ictal and interictal periods. Here we investigated the possibility that there are fluctuations over time also in whole brain morphometry of patients affected by episodic migraine without aura (MO).Twenty-four patients with untreated MO underwent 3T MRI scans during (n = 10) or between attacks (n = 14) and were compared to a group of 15 healthy volunteers (HVs). We then performed voxel-based-morphometry (VBM) analysis of structural T1-weighted MRI scans to determine if changes in brain structure were observed over the course of the migraine cycle.Interictally, MO patients had a significantly lower gray matter (GM) density within the right inferior parietal lobule, right temporal inferior gyrus, right superior temporal gyrus, and left temporal pole than did HVs. Ictally, GM density increased within the left temporal pole, bilateral insula, and right lenticular nuclei, but no areas exhibited decreased GM density.These morphometric GM changes between ictal and interictal phases suggest that abnormal structural plasticity may be an important mechanism of migraine pathology. Given the functional neuroanatomy of these areas, our findings suggest that migraine is a condition associated with global dysfunction of multisensory integration and memory processing.
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Affiliation(s)
- Gianluca Coppola
- G.B. Bietti Foundation IRCCS, Department of Neurophysiology of Vision and Neurophthalmology, Italy
| | - Antonio Di Renzo
- G.B. Bietti Foundation IRCCS, Department of Neurophysiology of Vision and Neurophthalmology, Italy
| | - Emanuele Tinelli
- "Sapienza" University of Rome, Department of Neurology and Psychiatry, Neuroradiology Section, Italy
| | - Elisa Iacovelli
- "Sapienza" University of Rome, Department of Medico-Surgical Sciences and Biotechnologies, Neurology Section, Italy
| | - Chiara Lepre
- "Sapienza" University of Rome, Department of Medico-Surgical Sciences and Biotechnologies, Neurology Section, Italy
| | | | - Giorgio Di Lorenzo
- University of Rome "Tor Vergata," Laboratory of Psychophysiology, Psychiatric Clinic, Department of Systems Medicine, Italy
| | - Davide Di Lenola
- "Sapienza" University of Rome Polo Pontino, Department of Medico-Surgical Sciences and Biotechnologies, Italy
| | - Vincenzo Parisi
- G.B. Bietti Foundation IRCCS, Department of Neurophysiology of Vision and Neurophthalmology, Italy
| | - Mariano Serrao
- "Sapienza" University of Rome Polo Pontino, Department of Medico-Surgical Sciences and Biotechnologies, Italy
| | - Flavia Pauri
- "Sapienza" University of Rome, Department of Medico-Surgical Sciences and Biotechnologies, Neurology Section, Italy
| | - Giancarlo Fiermonte
- "Sapienza" University of Rome, Department of Medico-Surgical Sciences and Biotechnologies, Neurology Section, Italy
| | - Federico Bianco
- "Sapienza" University of Rome, Department of Medico-Surgical Sciences and Biotechnologies, Neurology Section, Italy
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Kalamangalam GP, Ellmore TM. Focal cortical thickness correlates of exceptional memory training in Vedic priests. Front Hum Neurosci 2014; 8:833. [PMID: 25368566 PMCID: PMC4202711 DOI: 10.3389/fnhum.2014.00833] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Accepted: 09/30/2014] [Indexed: 11/13/2022] Open
Abstract
The capacity for semantic memory-the ability to acquire and store knowledge of the world-is highly developed in the human brain. In particular, semantic memory assimilated through an auditory route may be a uniquely human capacity. One method of obtaining neurobiological insight into memory mechanisms is through the study of experts. In this work, we study a group of Hindu Vedic priests, whose religious training requires the memorization of vast tracts of scriptural texts through an oral tradition, recalled spontaneously during a lifetime of subsequent spiritual practice. We demonstrate focal increases of cortical thickness in regions of the left prefrontal lobe and right temporal lobe in Vedic priests, in comparison to a group of matched controls. The findings are relevant to current hypotheses regarding cognitive processes underlying storage and recall of long-term declarative memory.
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Affiliation(s)
- Giridhar P Kalamangalam
- Department of Neurology, The University of Texas Health Science Center at Houston Houston, TX, USA
| | - Timothy M Ellmore
- Department of Psychology, The City College of New York New York, NY, USA
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Hamann JM, Dayan E, Hummel FC, Cohen LG. Baseline frontostriatal-limbic connectivity predicts reward-based memory formation. Hum Brain Mapp 2014; 35:5921-31. [PMID: 25078102 DOI: 10.1002/hbm.22594] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 05/27/2014] [Accepted: 07/14/2014] [Indexed: 11/08/2022] Open
Abstract
Reward mediates the acquisition and long-term retention of procedural skills in humans. Yet, learning under rewarded conditions is highly variable across individuals and the mechanisms that determine interindividual variability in rewarded learning are not known. We postulated that baseline functional connectivity in a large-scale frontostriatal-limbic network could predict subsequent interindividual variability in rewarded learning. Resting-state functional MRI was acquired in two groups of subjects (n = 30) who then trained on a visuomotor procedural learning task with or without reward feedback. We then tested whether baseline functional connectivity within the frontostriatal-limbic network predicted memory strength measured immediately, 24 h and 1 month after training in both groups. We found that connectivity in the frontostriatal-limbic network predicted interindividual variability in the rewarded but not in the unrewarded learning group. Prediction was strongest for long-term memory. Similar links between connectivity and reward-based memory were absent in two control networks, a fronto-parieto-temporal language network and the dorsal attention network. The results indicate that baseline functional connectivity within the frontostriatal-limbic network successfully predicts long-term retention of rewarded learning.
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Affiliation(s)
- Janne M Hamann
- Human Cortical Physiology and Neurorehabilitation Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, 10 Center Drive, Bethesda, Maryland, 20892; BrainImaging and NeuroStimulation (BINS) Laboratory, University Medical Center Hamburg-Eppendorf, Martinistrasse 52, 20251, Hamburg, Germany
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18
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Draganski B, Kherif F, Lutti A. Computational anatomy for studying use-dependant brain plasticity. Front Hum Neurosci 2014; 8:380. [PMID: 25018716 PMCID: PMC4072968 DOI: 10.3389/fnhum.2014.00380] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2013] [Accepted: 05/14/2014] [Indexed: 11/13/2022] Open
Abstract
In this article we provide a comprehensive literature review on the in vivo assessment of use-dependant brain structure changes in humans using magnetic resonance imaging (MRI) and computational anatomy. We highlight the recent findings in this field that allow the uncovering of the basic principles behind brain plasticity in light of the existing theoretical models at various scales of observation. Given the current lack of in-depth understanding of the neurobiological basis of brain structure changes we emphasize the necessity of a paradigm shift in the investigation and interpretation of use-dependent brain plasticity. Novel quantitative MRI acquisition techniques provide access to brain tissue microstructural properties (e.g., myelin, iron, and water content) in-vivo, thereby allowing unprecedented specific insights into the mechanisms underlying brain plasticity. These quantitative MRI techniques require novel methods for image processing and analysis of longitudinal data allowing for straightforward interpretation and causality inferences.
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Affiliation(s)
- Bogdan Draganski
- LREN - Department for Clinical Neurosciences, CHUV, University of Lausanne Lausanne, Switzerland ; Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany
| | - Ferath Kherif
- LREN - Department for Clinical Neurosciences, CHUV, University of Lausanne Lausanne, Switzerland
| | - Antoine Lutti
- LREN - Department for Clinical Neurosciences, CHUV, University of Lausanne Lausanne, Switzerland
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19
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Abstract
BACKGROUND An increasing number of studies have examined the effects of training of cognitive and other tasks on brain structure, using magnetic resonance imaging. METHODS Studies combining cognitive and other tasks training with longitudinal imaging designs were reviewed, with a view to identify paradigms potentially applicable to treatment of cognitive impairment. RESULTS We identified 36 studies, employing training as variable as juggling, working memory, meditation, learning abstract information, and aerobic exercise. There were training-related structural changes, increases in gray matter volume, decreases, increases and decreases in different regions, or no change at all. There was increased integrity in white matter following training, but other patterns of results were also reported. CONCLUSIONS Questions still to be answered are: Are changes due to use-dependent effects or are they specific to learning? What are the underlying neural correlates of learning, the temporal dynamics of changes, the relations between structure and function, and the upper limits of improvement? How can gains be maintained? The question whether neuroplasticity will contribute to the treatment of dementia will need to be posed again at that stage.
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20
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Hill RA, Nishiyama A. NG2 cells (polydendrocytes): listeners to the neural network with diverse properties. Glia 2014; 62:1195-210. [PMID: 24753030 PMCID: PMC4282324 DOI: 10.1002/glia.22664] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2013] [Revised: 02/18/2014] [Accepted: 03/11/2014] [Indexed: 01/23/2023]
Abstract
NG2 cells (polydendrocytes) are the fourth major non-neuronal cell type in the central nervous system parenchyma. They exhibit diverse properties, ranging from their well-established role as oligodendrocyte precursors to their ability to respond to neurotransmitters released by synaptic and non-synaptic mechanisms. The functional diversity of NG2 cells has prompted the question of whether they represent a single cellular entity or multiple distinct cell populations. This review first summarizes recent findings on the nature and mechanism underlying the diversity of NG2 cells with regard to their proliferative and differentiation behavior. This will be followed by a synopsis of observations on how their microenvironment, particularly neuronal activity, influences their dynamic behavior, and how these changes in NG2 cells could in turn influence neural function and animal behavior.
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Affiliation(s)
- Robert A Hill
- Department of Physiology and Neurobiology, University of Connecticut, Storrs, Connecticut; Department of Neurology, Yale University School of Medicine, New Haven, Connecticut
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21
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Wang X, Casadio M, Weber KA, Mussa-Ivaldi FA, Parrish TB. White matter microstructure changes induced by motor skill learning utilizing a body machine interface. Neuroimage 2014; 88:32-40. [PMID: 24220038 PMCID: PMC4016193 DOI: 10.1016/j.neuroimage.2013.10.066] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2012] [Revised: 10/15/2013] [Accepted: 10/29/2013] [Indexed: 10/26/2022] Open
Abstract
The purpose of this study is to identify white matter microstructure changes following bilateral upper extremity motor skill training to increase our understanding of learning-induced structural plasticity and enhance clinical strategies in physical rehabilitation. Eleven healthy subjects performed two visuo-spatial motor training tasks over 9 sessions (2-3 sessions per week). Subjects controlled a cursor with bilateral simultaneous movements of the shoulders and upper arms using a body machine interface. Before the start and within 2days of the completion of training, whole brain diffusion tensor MR imaging data were acquired. Motor training increased fractional anisotropy (FA) values in the posterior and anterior limbs of the internal capsule, the corona radiata, and the body of the corpus callosum by 4.19% on average indicating white matter microstructure changes induced by activity-dependent modulation of axon number, axon diameter, or myelin thickness. These changes may underlie the functional reorganization associated with motor skill learning.
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Affiliation(s)
- Xue Wang
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Maura Casadio
- Rehabilitation Institute of Chicago, Chicago, IL, USA; Department of Informatics, Bioengineering, Robotics and Systems Engineering, University of Genova, Genova, Italy
| | - Kenneth A Weber
- Interdepartmental Neuroscience Program, Northwestern University, Chicago, IL, USA
| | - Ferdinando A Mussa-Ivaldi
- Rehabilitation Institute of Chicago, Chicago, IL, USA; Department of Physiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Todd B Parrish
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA; Interdepartmental Neuroscience Program, Northwestern University, Chicago, IL, USA; Department of Biomedical Engineering, Northwestern University, Evanston, IL, USA.
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22
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Kurth S, Achermann P, Rusterholz T, Lebourgeois MK. Development of Brain EEG Connectivity across Early Childhood: Does Sleep Play a Role? Brain Sci 2013; 3:1445-60. [PMID: 24535935 PMCID: PMC3925344 DOI: 10.3390/brainsci3041445] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Revised: 10/21/2013] [Accepted: 10/29/2013] [Indexed: 11/17/2022] Open
Abstract
Sleep has beneficial effects on brain function and learning, which are reflected in plastic changes in the cortex. Early childhood is a time of rapid maturation in fundamental skills-e.g., language, cognitive control, working memory-that are predictive of future functioning. Little is currently known about the interactions between sleep and brain maturation during this developmental period. We propose coherent electroencephalogram (EEG) activity during sleep may provide unique insight into maturational processes of functional brain connectivity. Longitudinal sleep EEG assessments were performed in eight healthy subjects at ages 2, 3 and 5 years. Sleep EEG coherence increased across development in a region- and frequency-specific manner. Moreover, although connectivity primarily decreased intra-hemispherically across a night of sleep, an inter-hemispheric overnight increase occurred in the frequency range of slow waves (0.8-2 Hz), theta (4.8-7.8 Hz) and sleep spindles (10-14 Hz), with connectivity changes of up to 20% across a night of sleep. These findings indicate sleep EEG coherence reflects processes of brain maturation-i.e., programmed unfolding of neuronal networks-and moreover, sleep-related alterations of brain connectivity during the sensitive maturational window of early childhood.
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Affiliation(s)
- Salome Kurth
- Sleep and Development Laboratory, Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA; (S.K.); (T.R.)
| | - Peter Achermann
- Institute of Pharmacology and Toxicology, Section of Chronobiology and Sleep Research, University of Zurich, 8057 Zurich, Switzerland; ; Zurich Center for Integrative Human Physiology, University of Zurich, 8057 Zurich, Switzerland ; Neuroscience Center Zurich, ETH and University of Zurich, 8057 Zurich, Switzerland
| | - Thomas Rusterholz
- Sleep and Development Laboratory, Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA; (S.K.); (T.R.)
| | - Monique K Lebourgeois
- Sleep and Development Laboratory, Department of Integrative Physiology, University of Colorado Boulder, Boulder, CO 80309, USA; (S.K.); (T.R.)
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Kelley P, Whatson T. Making long-term memories in minutes: a spaced learning pattern from memory research in education. Front Hum Neurosci 2013; 7:589. [PMID: 24093012 PMCID: PMC3782739 DOI: 10.3389/fnhum.2013.00589] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2013] [Accepted: 09/01/2013] [Indexed: 12/23/2022] Open
Abstract
Memory systems select from environmental stimuli those to encode permanently. Repeated stimuli separated by timed spaces without stimuli can initiate Long-Term Potentiation (LTP) and long-term memory (LTM) encoding. These processes occur in time scales of minutes, and have been demonstrated in many species. This study reports on using a specific timed pattern of three repeated stimuli separated by 10 min spaces drawn from both behavioral and laboratory studies of LTP and LTM encoding. A technique was developed based on this pattern to test whether encoding complex information into LTM in students was possible using the pattern within a very short time scale. In an educational context, stimuli were periods of highly compressed instruction, and spaces were created through 10 min distractor activities. Spaced Learning in this form was used as the only means of instruction for a national curriculum Biology course, and led to very rapid LTM encoding as measured by the high-stakes test for the course. Remarkably, learning at a greatly increased speed and in a pattern that included deliberate distraction produced significantly higher scores than random answers (p < 0.00001) and scores were not significantly different for experimental groups (one hour spaced learning) and control groups (four months teaching). Thus learning per hour of instruction, as measured by the test, was significantly higher for the spaced learning groups (p < 0.00001). In a third condition, spaced learning was used to replace the end of course review for one of two examinations. Results showed significantly higher outcomes for the course using spaced learning (p < 0.0005). The implications of these findings and further areas for research are briefly considered.
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Affiliation(s)
- Paul Kelley
- Science + Technology in LearningWhitley Bay, UK
| | - Terry Whatson
- Life, Health and Chemical Sciences, The Open UniversityMilton Keynes, UK
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24
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Ruddy KL, Carson RG. Neural pathways mediating cross education of motor function. Front Hum Neurosci 2013; 7:397. [PMID: 23908616 PMCID: PMC3725409 DOI: 10.3389/fnhum.2013.00397] [Citation(s) in RCA: 125] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2013] [Accepted: 07/07/2013] [Indexed: 12/24/2022] Open
Abstract
Cross education is the process whereby training of one limb gives rise to enhancements in the performance of the opposite, untrained limb. Despite interest in this phenomenon having been sustained for more than a century, a comprehensive explanation of the mediating neural mechanisms remains elusive. With new evidence emerging that cross education may have therapeutic utility, the need to provide a principled evidential basis upon which to design interventions becomes ever more pressing. Generally, mechanistic accounts of cross education align with one of two explanatory frameworks. Models of the “cross activation” variety encapsulate the observation that unilateral execution of a movement task gives rise to bilateral increases in corticospinal excitability. The related conjecture is that such distributed activity, when present during unilateral practice, leads to simultaneous adaptations in neural circuits that project to the muscles of the untrained limb, thus facilitating subsequent performance of the task. Alternatively, “bilateral access” models entail that motor engrams formed during unilateral practice, may subsequently be utilized bilaterally—that is, by the neural circuitry that constitutes the control centers for movements of both limbs. At present there is a paucity of direct evidence that allows the corresponding neural processes to be delineated, or their relative contributions in different task contexts to be ascertained. In the current review we seek to synthesize and assimilate the fragmentary information that is available, including consideration of knowledge that has emerged as a result of technological advances in structural and functional brain imaging. An emphasis upon task dependency is maintained throughout, the conviction being that the neural mechanisms that mediate cross education may only be understood in this context.
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Affiliation(s)
- Kathy L Ruddy
- School of Psychology, Queen's University Belfast Belfast, UK ; Trinity College Institute of Neuroscience and School of Psychology, Trinity College Dublin Dublin, Ireland
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25
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Dong M, Zhao L, Yuan K, Zeng F, Sun J, Liu J, Yu D, von Deneen KM, Liang F, Qin W, Tian J. Length of Acupuncture Training and Structural Plastic Brain Changes in Professional Acupuncturists. PLoS One 2013; 8:e66591. [PMID: 23840505 PMCID: PMC3686711 DOI: 10.1371/journal.pone.0066591] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2012] [Accepted: 05/09/2013] [Indexed: 11/18/2022] Open
Abstract
Background The research on brain plasticity has fascinated researchers for decades. Use/training serves as an instrumental factor to influence brain neuroplasticity. Parallel to acquisition of behavioral expertise, extensive use/training is concomitant with substantial changes of cortical structure. Acupuncturists, serving as a model par excellence to study tactile-motor and emotional regulation plasticity, receive intensive training in national medical schools following standardized training protocol. Moreover, their behavioral expertise is corroborated during long-term clinical practice. Although our previous study reported functional plastic brain changes in the acupuncturists, whether or not structural plastic changes occurred in acupuncturists is yet elusive. Methodology/Principal Findings Cohorts of acupuncturists (N = 22) and non-acupuncturists (N = 22) were recruited. Behavioral tests were delivered to assess the acupuncturists’ behavioral expertise. The results confirmed acupuncturists’ tactile-motor skills and emotion regulation proficiency compared to non-acupuncturists. Using the voxel-based morphometry technique, we revealed larger grey matter volumes in acupuncturists in the hand representation of the contralateral primary somatosensory cortex (SI), the right lobule V/VI and the bilateral ventral anterior cingulate cortex/ventral medial prefrontal cortex. Grey matter volumes of the SI and Lobule V/VI positively correlated with the duration of acupuncture practice. Conclusions To our best knowledge, this study provides first evidence for the anatomical alterations in acupuncturists, which would possibly be the neural correlates underlying acupuncturists’ exceptional skills. On one hand, we suggest our findings may have ramifications for tactile-motor rehabilitation. On the other hand, our results in emotion regulation domain may serve as a target for our future studies, from which we can understand how modulations of aversive emotions elicited by empathic pain develop in the context of expertise. Future longitudinal study is necessary to establish the presence and direction of a causal link between practice/use and brain anatomy.
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Affiliation(s)
- Minghao Dong
- School of Life Sciences and Technology, Xidian University, Xi’an, Shaanxi, China
| | - Ling Zhao
- The 3rd Teaching Hospital, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Kai Yuan
- School of Life Sciences and Technology, Xidian University, Xi’an, Shaanxi, China
| | - Fang Zeng
- The 3rd Teaching Hospital, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Jinbo Sun
- School of Life Sciences and Technology, Xidian University, Xi’an, Shaanxi, China
| | - Jixin Liu
- School of Life Sciences and Technology, Xidian University, Xi’an, Shaanxi, China
| | - Dahua Yu
- School of Life Sciences and Technology, Xidian University, Xi’an, Shaanxi, China
- Information Processing Laboratory, School of Information Engineering, Inner Mongolia University of Science and Technology, Baotou, Inner Mongolia, China
| | - Karen M. von Deneen
- School of Life Sciences and Technology, Xidian University, Xi’an, Shaanxi, China
| | - Fanrong Liang
- The 3rd Teaching Hospital, Chengdu University of Traditional Chinese Medicine, Chengdu, Sichuan, China
| | - Wei Qin
- School of Life Sciences and Technology, Xidian University, Xi’an, Shaanxi, China
- * E-mail: (WQ); (JT)
| | - Jie Tian
- School of Life Sciences and Technology, Xidian University, Xi’an, Shaanxi, China
- Institute of Automation, Chinese Academy of Sciences, Beijing, China
- * E-mail: (WQ); (JT)
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26
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Fan Q, Palaniyappan L, Tan L, Wang J, Wang X, Li C, Zhang T, Jiang K, Xiao Z, Liddle PF. Surface anatomical profile of the cerebral cortex in obsessive-compulsive disorder: a study of cortical thickness, folding and surface area. Psychol Med 2013; 43:1081-1091. [PMID: 22935427 DOI: 10.1017/s0033291712001845] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Studying the distribution of anatomical abnormalities over the entire cortical surface can help to identify key neural circuits implicated in generating symptoms of neuropsychiatric disorders. There is a significant inconsistency among studies investigating the neuroanatomy of obsessive-compulsive disorder (OCD) because of the confounding influence of co-morbid depression and medication use and the lack of unbiased estimation of whole-brain morphometric changes. It is also unknown whether the distinct surface anatomical properties of thickness, surface area and gyrification, which collectively contribute to grey matter volume (GMV), are independently affected in OCD. Method The cortical maps of thickness, gyrification and surface areal change were acquired from 23 unmedicated OCD patients and 20 healthy controls using an unbiased whole-brain surface-based morphometric (SBM) method to detect regional changes in OCD. Subcortical structures were not assessed in this study. RESULTS Patients showed a significant increase in the right inferior parietal cortical thickness. Significant increases in gyrification were also noted in the left insula, left middle frontal and left lateral occipital regions extending to the precuneus and right supramarginal gyrus in OCD. Areal contraction/expansion maps revealed no significant regional differences between the patients and controls. In patients, gyrification of the insula significantly predicted the symptom severity measured using Yale-Brown Obsessive-Compulsive Scale (YBOCS). CONCLUSIONS An alteration in the cortical surface anatomy is an important feature of OCD seen in unmedicated samples that relates to the severity of the illness. The results underscore the presence of a neurodevelopmental aberration underlying the pathophysiology of OCD.
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Affiliation(s)
- Q Fan
- Shanghai Mental Health Centre, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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27
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Dong M, Qin W, Zhao L, Yang X, Yuan K, Zeng F, Sun J, Yu D, von Deneen KM, Liang F, Tian J. Expertise modulates local regional homogeneity of spontaneous brain activity in the resting brain: an fMRI study using the model of skilled acupuncturists. Hum Brain Mapp 2013; 35:1074-84. [PMID: 23633412 DOI: 10.1002/hbm.22235] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2012] [Revised: 10/29/2012] [Accepted: 11/07/2012] [Indexed: 11/08/2022] Open
Abstract
Studies on training/expertise-related effects on human brain in context of neuroplasticity have revealed that plastic changes modulate not only task activations but also patterns and strength of internetworks and intranetworks functional connectivity in the resting state. Much has known about plastic changes in resting state on global level; however, how training/expertise-related effect affects patterns of local spontaneous activity in resting brain remains elusive. We investigated the homogeneity of local blood oxygen level-dependent fluctuations in the resting state using a regional homogeneity (ReHo) analysis among 16 acupuncturists and 16 matched nonacupuncturists (NA). To prove acupuncturists' expertise, we used a series of psychophysical tests. Our results demonstrated that, acupuncturists significantly outperformed NA in tactile-motor and emotional regulation domain and the acupuncturist group showed increased coherence in local BOLD signal fluctuations in the left primary motor cortex (MI), the left primary somatosensory cortex (SI) and the left ventral medial prefrontal cortex/orbitofrontal cortex (VMPFC/OFC). Regression analysis displayed that, in the acupuncturists group, ReHo of VMPFC/OFC could predict behavioral outcomes, evidenced by negative correlation between unpleasantness ratings and ReHo of VMPFC/OFC and ReHo of SI and MI positively correlated with the duration of acupuncture practice. We suggest that expertise could modulate patterns of local resting state activity by increasing regional clustering strength, which is likely to contribute to advanced local information processing efficiency. Our study completes the understanding of neuroplasticity changes by adding the evidence of local resting state activity alterations, which is helpful for elucidating in what manner training effect extends beyond resting state.
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Affiliation(s)
- Minghao Dong
- School of Life Sciences and Technology, Xidian University, Xi'an, Shaanxi, China
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28
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A longitudinal study of the long-term consequences of drinking during pregnancy: heavy in utero alcohol exposure disrupts the normal processes of brain development. J Neurosci 2013; 32:15243-51. [PMID: 23115162 DOI: 10.1523/jneurosci.1161-12.2012] [Citation(s) in RCA: 126] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Exposure to alcohol in utero can cause birth defects, including face and brain abnormalities, and is the most common preventable cause of intellectual disabilities. Here we use structural magnetic resonance imaging to measure cortical volume change longitudinally in a cohort of human children and youth with prenatal alcohol exposure (PAE) and a group of unexposed control subjects, demonstrating that the normal processes of brain maturation are disrupted in individuals whose mothers drank heavily during pregnancy. Trajectories of cortical volume change within children and youth with PAE differed from those of unexposed control subjects in posterior brain regions, particularly in the parietal cortex. In these areas, control children appear to show a particularly plastic cortex with a prolonged pattern of cortical volume increases followed by equally vigorous volume loss during adolescence, while the alcohol-exposed participants showed primarily volume loss, demonstrating decreased plasticity. Furthermore, smaller volume changes between scans were associated with lower intelligence and worse facial morphology in both groups, and were related to the amount of PAE during each trimester of pregnancy in the exposed group. This demonstrates that measures of IQ and facial dysmorphology predict, to some degree, the structural brain development that occurs in subsequent years. These results are encouraging in that interventions aimed at altering "experience" over time may improve brain trajectories in individuals with heavy PAE and possibly other neurodevelopmental disorders.
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Short SJ, Elison JT, Goldman BD, Styner M, Gu H, Connelly M, Maltbie E, Woolson S, Lin W, Gerig G, Reznick JS, Gilmore JH. Associations between white matter microstructure and infants' working memory. Neuroimage 2013; 64:156-66. [PMID: 22989623 PMCID: PMC3838303 DOI: 10.1016/j.neuroimage.2012.09.021] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2012] [Revised: 08/25/2012] [Accepted: 09/05/2012] [Indexed: 12/16/2022] Open
Abstract
Working memory emerges in infancy and plays a privileged role in subsequent adaptive cognitive development. The neural networks important for the development of working memory during infancy remain unknown. We used diffusion tensor imaging (DTI) and deterministic fiber tracking to characterize the microstructure of white matter fiber bundles hypothesized to support working memory in 12-month-old infants (n=73). Here we show robust associations between infants' visuospatial working memory performance and microstructural characteristics of widespread white matter. Significant associations were found for white matter tracts that connect brain regions known to support working memory in older children and adults (genu, anterior and superior thalamic radiations, anterior cingulum, arcuate fasciculus, and the temporal-parietal segment). Better working memory scores were associated with higher FA and lower RD values in these selected white matter tracts. These tract-specific brain-behavior relationships accounted for a significant amount of individual variation above and beyond infants' gestational age and developmental level, as measured with the Mullen Scales of Early Learning. Working memory was not associated with global measures of brain volume, as expected, and few associations were found between working memory and control white matter tracts. To our knowledge, this study is among the first demonstrations of brain-behavior associations in infants using quantitative tractography. The ability to characterize subtle individual differences in infant brain development associated with complex cognitive functions holds promise for improving our understanding of normative development, biomarkers of risk, experience-dependent learning and neuro-cognitive periods of developmental plasticity.
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Affiliation(s)
- Sarah J Short
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC 27599, USA.
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Steele CJ, Scholz J, Douaud G, Johansen-Berg H, Penhune VB. Structural correlates of skilled performance on a motor sequence task. Front Hum Neurosci 2012; 6:289. [PMID: 23125826 PMCID: PMC3486688 DOI: 10.3389/fnhum.2012.00289] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2012] [Accepted: 10/01/2012] [Indexed: 11/29/2022] Open
Abstract
The brain regions functionally engaged in motor sequence performance are well-established, but the structural characteristics of these regions and the fiber pathways involved have been less well studied. In addition, relatively few studies have combined multiple magnetic resonance imaging (MRI) and behavioral performance measures in the same sample. Therefore, the current study used diffusion tensor imaging (DTI), probabilistic tractography, and voxel-based morphometry (VBM) to determine the structural correlates of skilled motor performance. Further, we compared these findings with fMRI results in the same sample. We correlated final performance and rate of improvement measures on a temporal motor sequence task (TMST) with skeletonized fractional anisotropy (FA) and whole brain gray matter (GM) volume. Final synchronization performance was negatively correlated with FA in white matter (WM) underlying bilateral sensorimotor cortex—an effect that was mediated by a positive correlation with radial diffusivity. Multi-fiber tractography indicated that this region contained crossing fibers from the corticospinal tract (CST) and superior longitudinal fasciculus (SLF). The identified SLF pathway linked parietal and auditory cortical regions that have been shown to be functionally engaged in this task. Thus, we hypothesize that enhanced synchronization performance on this task may be related to greater fiber integrity of the SLF. Rate of improvement on synchronization was positively correlated with GM volume in cerebellar lobules HVI and V—regions that showed training-related decreases in activity in the same sample. Taken together, our results link individual differences in brain structure and function to motor sequence performance on the same task. Further, our study illustrates the utility of using multiple MR measures and analysis techniques to specify the interpretation of structural findings.
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Affiliation(s)
- Christopher J Steele
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences Leipzig, Germany
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Gaser C, Schmidt S, Metzler M, Herrmann KH, Krumbein I, Reichenbach JR, Witte OW. Deformation-based brain morphometry in rats. Neuroimage 2012; 63:47-53. [DOI: 10.1016/j.neuroimage.2012.06.066] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2012] [Revised: 06/26/2012] [Accepted: 06/28/2012] [Indexed: 01/03/2023] Open
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Fields RD. Changes in brain structure during learning: fact or artifact? Reply to Thomas and Baker. Neuroimage 2012; 73:260-4; discussion 265-7. [PMID: 22982725 DOI: 10.1016/j.neuroimage.2012.08.085] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2012] [Revised: 08/28/2012] [Accepted: 08/31/2012] [Indexed: 12/30/2022] Open
Abstract
In their review in this issue, Thomas and Baker question the validity of longitudinal human neuroimaging studies that have claimed to demonstrate structural plasticity. This commentary identifies problems with some of the arguments raised in their review and suggests that there is strong evidence, from both animal and human studies, that experience can alter brain structure.
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Affiliation(s)
- R Douglas Fields
- Nervous System Development and Plasticity Section, The Eunice Kennedy Shriver National Institute of Child Health and Human Development, 35 Lincoln Drive, Bldg. 35, Room 2A211, Bethesda, MD 20892, USA.
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How chunks, long-term working memory and templates offer a cognitive explanation for neuroimaging data on expertise acquisition: A two-stage framework. Brain Cogn 2012; 79:221-44. [PMID: 22546731 DOI: 10.1016/j.bandc.2012.01.010] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2011] [Revised: 10/04/2011] [Accepted: 01/19/2012] [Indexed: 11/23/2022]
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Abstract
Recent years have seen significant progress in our understanding of the neural substrates of motor skill learning. Advances in neuroimaging provide new insight into functional reorganization associated with the acquisition, consolidation, and retention of motor skills. Plastic changes involving structural reorganization in gray and white matter architecture that occur over shorter time periods than previously thought have been documented as well. Data from experimental animals provided crucial information on plausible cellular and molecular substrates contributing to brain reorganization underlying skill acquisition in humans. Here, we review findings demonstrating functional and structural plasticity across different spatial and temporal scales that mediate motor skill learning while identifying converging areas of interest and possible avenues for future research.
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Affiliation(s)
- Eran Dayan
- Human Cortical Physiology and Stroke Neurorehabilitation Section, National Institute of Neurological Disorders and Stroke, NIH, 10 Center Drive MSC 1428, Bethesda, MD 20892-1428, USA
| | - Leonardo G. Cohen
- Human Cortical Physiology and Stroke Neurorehabilitation Section, National Institute of Neurological Disorders and Stroke, NIH, 10 Center Drive MSC 1428, Bethesda, MD 20892-1428, USA
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