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Wade BSC, Tate DF, Kennedy E, Bigler ED, York GE, Taylor BA, Troyanskaya M, Hovenden ES, Goodrich-Hunsaker N, Newsome MR, Dennis EL, Abildskov T, Pugh MJ, Walker WC, Kenney K, Betts A, Shih R, Welsh RC, Wilde EA. Microstructural Organization of Distributed White Matter Associated With Fine Motor Control in US Service Members With Mild Traumatic Brain Injury. J Neurotrauma 2024; 41:32-40. [PMID: 37694678 DOI: 10.1089/neu.2022.0094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/12/2023] Open
Abstract
Mild traumatic brain injury (mTBI) is the most common form of brain injury. While most individuals recover from mTBI, roughly 20% experience persistent symptoms, potentially including reduced fine motor control. We investigate relationships between regional white matter organization and subcortical volumes associated with performance on the Grooved Pegboard (GPB) test in a large cohort of military Service Members and Veterans (SM&Vs) with and without a history of mTBI(s). Participants were enrolled in the Long-term Impact of Military-relevant Brain Injury Consortium-Chronic Effects of Neurotrauma Consortium. SM&Vs with a history of mTBI(s) (n = 847) and without mTBI (n = 190) underwent magnetic resonance imaging and the GPB test. We first examined between-group differences in GPB completion time. We then investigated associations between GPB performance and regional structural imaging measures (tractwise diffusivity, subcortical volumes, and cortical thickness) in SM&Vs with a history of mTBI(s). Lastly, we explored whether mTBI history moderated associations between imaging measures and GPB performance. SM&Vs with mTBI(s) performed worse than those without mTBI(s) on the non-dominant hand GPB test at a trend level (p < 0.1). Higher fractional anisotropy (FA) of tracts including the posterior corona radiata, superior longitudinal fasciculus, and uncinate fasciculus were associated with better GPB performance in the dominant hand in SM&Vs with mTBI(s). These findings support that the organization of several white matter bundles are associated with fine motor performance in SM&Vs. We did not observe that mTBI history moderated associations between regional FA and GPB test completion time, suggesting that chronic mTBI may not significantly influence fine motor control.
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Affiliation(s)
- Benjamin S C Wade
- TBI and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, Utah, USA
- Ahmanson-Lovelace Brain Mapping Center, Department of Neurology, University of California, Los Angeles, Los Angeles, California, USA
| | - David F Tate
- TBI and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, Utah, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, Utah, USA
| | - Eamonn Kennedy
- TBI and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, Utah, USA
- Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Erin D Bigler
- TBI and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, Utah, USA
- Department of Psychology, Brigham Young University, Provo, Utah, USA
| | | | - Brian A Taylor
- Department of Imaging Physics, the University of Texas M. D. Anderson Cancer Center, Houston, Texas, USA
| | - Maya Troyanskaya
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas, USA
- Michael E. Debakey Veterans Affairs Medical Center, Houston, Texas, USA
| | - Elizabeth S Hovenden
- TBI and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Naomi Goodrich-Hunsaker
- TBI and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Mary R Newsome
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas, USA
- Michael E. Debakey Veterans Affairs Medical Center, Houston, Texas, USA
| | - Emily L Dennis
- TBI and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, Utah, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, Utah, USA
| | - Tracy Abildskov
- TBI and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, Utah, USA
| | - Mary Jo Pugh
- Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
- Decision-Enhancement and Analytic Sciences Center, Department of Informatics, VA Salt Lake City Health Care System, Salt Lake City, Utah, USA
| | - William C Walker
- Physical Medicine & Rehabilitation, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Kimbra Kenney
- National Intrepid Center of Excellence, Walter Reed National Military Medical Center, Bethesda, Maryland, USA
- Center for Neuroscience and Regenerative Medicine, Department of Neurology, Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA
| | - Aaron Betts
- San Antonio Military Medical Center, San Antonio, Texas, USA
| | - Robert Shih
- American Institute for Radiologic Pathology, Silver Spring, Maryland, USA
| | - Robert C Welsh
- Department of Psychiatry, University of Utah, Salt Lake City, Utah, USA
| | - Elisabeth A Wilde
- TBI and Concussion Center, Department of Neurology, University of Utah, Salt Lake City, Utah, USA
- George E. Wahlen Veterans Affairs Medical Center, Salt Lake City, Utah, USA
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, Texas, USA
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Malek-Ahmadi M, Duff K, Chen K, Su Y, King JB, Koppelmans V, Schaefer SY. Volumetric regional MRI and neuropsychological predictors of motor task variability in cognitively unimpaired, Mild Cognitive Impairment, and probable Alzheimer's disease older adults. Exp Gerontol 2023; 173:112087. [PMID: 36639062 PMCID: PMC9974847 DOI: 10.1016/j.exger.2023.112087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 12/24/2022] [Accepted: 01/09/2023] [Indexed: 01/12/2023]
Abstract
INTRODUCTION The mechanisms linking motor function to Alzheimer's disease (AD) progression have not been well studied, despite evidence of AD pathology within motor brain regions. Thus, there is a need for new motor measure that is sensitive and specific to AD. METHODS In a sample of 121 older adults (54 cognitive unimpaired [CU], 35 amnestic Mild Cognitive Impairment [aMCI], and 32 probable mild AD), intrasubject standard deviation (ISD) across six trials of a novel upper-extremity motor task was predicted with volumetric regional gray matter and neuropsychological scores using classification and regression tree (CART) analyses. RESULTS Both gray matter and neuropsychological CART models indicated that motor task ISD (our measure of motor learning) was related to cortical regions and cognitive test scores associated with memory, executive function, and visuospatial skills. CART models also accurately distinguished motor task ISD of MCI and probable mild AD from CU. DISCUSSION Variability in motor task performance across practice trials may be valuable for understanding preclinical and early-stage AD.
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Affiliation(s)
- Michael Malek-Ahmadi
- Banner Alzheimer's Institute, Phoenix, AZ 85006, United States of America; Department of Biomedical Informatics, University of Arizona College of Medicine-Phoenix, Phoenix, AZ 85006, United States of America
| | - Kevin Duff
- Center for Alzheimer's Care, Imaging, & Research, University of Utah, Salt Lake City, UT 84108, United States of America
| | - Kewei Chen
- Banner Alzheimer's Institute, Phoenix, AZ 85006, United States of America
| | - Yi Su
- Banner Alzheimer's Institute, Phoenix, AZ 85006, United States of America
| | - Jace B King
- Center for Alzheimer's Care, Imaging, & Research, University of Utah, Salt Lake City, UT 84108, United States of America
| | - Vincent Koppelmans
- Department of Psychiatry, University of Utah, Salt Lake City, UT 84108, United States of America
| | - Sydney Y Schaefer
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, United States of America.
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Chettouf S, Triebkorn P, Daffertshofer A, Ritter P. Unimanual sensorimotor learning-A simultaneous EEG-fMRI aging study. Hum Brain Mapp 2022; 43:2348-2364. [PMID: 35133058 PMCID: PMC8996364 DOI: 10.1002/hbm.25791] [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: 06/09/2021] [Revised: 12/24/2021] [Accepted: 01/09/2022] [Indexed: 11/06/2022] Open
Abstract
Sensorimotor coordination requires orchestrated network activity in the brain, mediated by inter‐ and intra‐hemispheric interactions that may be affected by aging‐related changes. We adopted a theoretical model, according to which intra‐hemispheric inhibition from premotor to primary motor cortex is mandatory to compensate for inter‐hemispheric excitation through the corpus callosum. To test this as a function of age we acquired electroencephalography (EEG) simultaneously with functional magnetic resonance imaging (fMRI) in two groups of healthy adults (younger N = 13: 20–25 year and older N = 14: 59–70 year) while learning a unimanual motor task. On average, quality of performance of older participants stayed significantly below that of the younger ones. Accompanying decreases in motor‐event‐related EEG β‐activity were lateralized toward contralateral motor regions, albeit more so in younger participants. In this younger group, the mean β‐power during motor task execution was significantly higher in bilateral premotor areas compared to the older adults. In both groups, fMRI blood oxygen level dependent (BOLD) signals were positively correlated with source‐reconstructed β‐amplitudes: positive in primary motor and negative in premotor cortex. This suggests that β‐amplitude modulation is associated with primary motor cortex “activation” (positive BOLD response) and premotor “deactivation” (negative BOLD response). Although the latter results did not discriminate between age groups, they underscore that enhanced modulation in primary motor cortex may be explained by a β‐associated excitatory crosstalk between hemispheres.
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Affiliation(s)
- Sabrina Chettouf
- Berlin Institute of Health at Charité, Universitätsmedizin Berlin, Charitéplatz 1, Berlin, Germany.,Department of Neurology with Experimental Neurology, Charité, Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Charitéplatz 1, Berlin, Germany.,Amsterdam Movement Sciences & Institute for Brain and Behavior Amsterdam, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam
| | - Paul Triebkorn
- Berlin Institute of Health at Charité, Universitätsmedizin Berlin, Charitéplatz 1, Berlin, Germany.,Department of Neurology with Experimental Neurology, Charité, Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Charitéplatz 1, Berlin, Germany.,Institut de Neurosciences des Systèmes, Aix Marseille Université, Marseille, France
| | - Andreas Daffertshofer
- Amsterdam Movement Sciences & Institute for Brain and Behavior Amsterdam, Faculty of Behavioural and Movement Sciences, Vrije Universiteit, Amsterdam
| | - Petra Ritter
- Berlin Institute of Health at Charité, Universitätsmedizin Berlin, Charitéplatz 1, Berlin, Germany.,Department of Neurology with Experimental Neurology, Charité, Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Charitéplatz 1, Berlin, Germany.,Bernstein Center for Computational Neuroscience Berlin, Berlin, Germany.,Einstein Center for Neuroscience Berlin, Berlin, Germany.,Einstein Center Digital Future, Berlin, Germany
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Rowland RS, Jenkinson N, Chiou SY. Age-Related Differences in Corticospinal Excitability and Anticipatory Postural Adjustments of the Trunk. Front Aging Neurosci 2021; 13:718784. [PMID: 34483887 PMCID: PMC8416077 DOI: 10.3389/fnagi.2021.718784] [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: 06/01/2021] [Accepted: 07/26/2021] [Indexed: 11/13/2022] Open
Abstract
Anticipatory postural adjustments (APAs) are a feedforward mechanism for the maintenance of postural stability and are delayed in old adults. We previously showed in young adults that APAs of the trunk induced by a fast shoulder movement were mediated, at least in part, by a cortical mechanism. However, it remains unclear the relationship between delayed APAs and motor cortical excitability in ageing. Using transcranial magnetic stimulation we examined motor evoked potentials (MEPs) of the erector spinae (ES) muscles in healthy young and old adults prior to a fast shoulder flexion task. A recognition reaction time (RRT) paradigm was used where participants responded to a visual stimulus by flexing their shoulders bilaterally as fast as possible. The activity of bilateral anterior deltoid (AD) and ES muscles was recorded using electromyography (EMG). The onset of AD and ES EMG was measured to represent RRT and APAs, respectively. We found increases in amplitudes of ES MEPs at 40 ms than 50 ms prior to the EMG onset of the AD in both groups. The amplitude of ES MEPs at 40 ms prior to the onset of AD EMG correlated with the onset of ES activity counterbalancing the perturbation induced by the shoulder task in the elderly participants only. Our findings suggest that timing of increasing corticospinal excitability prior to a self-paced perturbation becomes more relevant with ageing in modulating postural control of the trunk.
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Affiliation(s)
- Rebecca S Rowland
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom
| | - Ned Jenkinson
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom.,Centre for Human Brain Health, University of Birmingham, Birmingham, United Kingdom.,Medical Research Council 'Versus' Arthritis Centre for Musculoskeletal Ageing Research, University of Birmingham, Birmingham, United Kingdom
| | - Shin-Yi Chiou
- School of Sport, Exercise, and Rehabilitation Sciences, University of Birmingham, Birmingham, United Kingdom.,Centre for Human Brain Health, University of Birmingham, Birmingham, United Kingdom.,Medical Research Council 'Versus' Arthritis Centre for Musculoskeletal Ageing Research, University of Birmingham, Birmingham, United Kingdom
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Chen TC, Cheng DH, Hsu ML, Lei YP. Application of masticatory control in dental treatment for elderly individuals. J Chin Med Assoc 2021; 84:125-128. [PMID: 33306597 DOI: 10.1097/jcma.0000000000000467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Taiwan transitioned to an aged society in 2018. Appropriate dental treatment is important for elderly individuals. Previously, reconstruction of the dentition was thought to help regain chewing function. However, concerns of the elderly population, such as decline in learning ability and saliva secretion, complicate dental reconstruction. Overlooking the special needs of elderly individuals may lead to impaired chewing function, resulting in nutritional imbalances and increased burden on the digestive tract, causing more health disorders. For the elderly population, treatment must be aimed at restoring as much chewing function as possible with minimal changes. Additionally, regular oral hygiene care, proper design of fixed partial dentures, and implant placement greatly reduce the difficulty in adapting to a new prosthesis. These measures allow us to provide better quality of life for elderly individuals.
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Affiliation(s)
- Ta-Chung Chen
- Division of Prosthodontics, Department of Stomatology, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
| | - Dong-Hui Cheng
- Division of Prosthodontics, Department of Stomatology, Taipei Veterans General Hospital, Taipei, Taiwan, ROC
| | - Ming-Lun Hsu
- Department of Dentistry, School of Dentistry, National Yang-Ming University, Taipei, Taiwan, ROC
| | - Yen-Ping Lei
- Department of Dentistry, School of Dentistry, National Yang-Ming University, Taipei, Taiwan, ROC
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6
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Disrupted white matter integrity and network connectivity are related to poor motor performance. Sci Rep 2020; 10:18369. [PMID: 33110225 PMCID: PMC7591496 DOI: 10.1038/s41598-020-75617-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 10/15/2020] [Indexed: 11/24/2022] Open
Abstract
Motor impairment is common in the elderly population. Disrupted white matter tracts and the resultant loss of connectivity between cortical regions play an essential role in motor control. Using diffusion tensor imaging (DTI), we investigated the effect of white matter microstructure on upper-extremity and lower-extremity motor function in a community-based sample. A total of 766 participants (57.3 ± 9.2 years) completed the assessment of motor performance, including 3-m walking speed, 5-repeat chair-stand time, 10-repeat hand pronation-supination time, and 10-repeat finger-tapping time. Fractional anisotropy (FA), mean diffusivity (MD), and structural network connectivity parameters were calculated based on DTI. Lower FA and higher MD were associated with poor performance in walking, chair-stand, hand pronation-supination, and finger-tapping tests, independent of the presence of lacunes, white matter hyperintensities volume, and brain atrophy. Reduced network density, network strength, and global efficiency related to slower hand pronation-supination and finger-tapping, but not related to walking speed and chair-stand time. Disrupted white matter integrity and reduced cerebral network connectivity were associated with poor motor performance. Diffusion-based methods provide a more in-depth insight into the neural basis of motor dysfunction.
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7
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Endo H, Ohmori N, Chikai M, Miwa H, Ino S. Effects of age and gender on swallowing activity assessed by electromyography and laryngeal elevation. J Oral Rehabil 2020; 47:1358-1367. [PMID: 32895952 DOI: 10.1111/joor.13089] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 08/19/2020] [Accepted: 08/25/2020] [Indexed: 11/26/2022]
Abstract
BACKGROUND Quantitative assessment of swallowing function is necessary to prevent swallowing impairment due to ageing. Though surface electromyography (EMG) has been widely used to measure swallowing activity, the relationship between EMG results and swallowing function is unclear. OBJECTIVE This study examined the relationship between the temporal characteristics of muscle activity and laryngeal elevation (LE) during swallowing. METHODS This study analysed 60 healthy volunteers in two age groups (young, between 20 and 38 years; old, between 65 and 75 years), each containing the same number of male and female participants. Surface EMG signals were recorded from the suprahyoid and infrahyoid muscle groups (SH-EMG and IH-EMG, respectively). LE was measured using an array of pressure sensors. The participants swallowed 3 mL of water under three swallowing speed conditions: fast, normal and slow swallowing. The EMG duration, EMG time intervals before and after the onset of LE (pre-LE and post-LE intervals, respectively), and the LE velocity were analysed. RESULTS Both EMG duration and the post-LE interval of IH-EMG were significantly longer in the older group. As for the gender effect, the pre-LE interval of SH-EMG was significantly longer and the LE velocity was significantly higher in men than in women. Furthermore, there was a negative correlation between pre-LE interval and LE velocity in the fast swallowing condition. CONCLUSION Though ageing slightly prolonged the muscle activity time, gender influenced swallowing activity in a more complex manner. Therefore, it is important to take gender into account when examining swallowing function with increasing age.
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Affiliation(s)
- Hiroshi Endo
- Human Informatics Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
| | - Nobuyuki Ohmori
- Human Informatics Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan.,Material Technology Department, Nagano Prefecture General Industrial Technology Nagano, Japan
| | - Manabu Chikai
- Human Informatics Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
| | - Hiroyasu Miwa
- Human Augmentation Research Center, National Institute of Advanced Industrial Science and Technology (AIST), Kashiwa, Japan
| | - Shuichi Ino
- Human Informatics Research Institute, National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan
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8
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On the merits of non-invasive myelin imaging in epilepsy, a literature review. J Neurosci Methods 2020; 338:108687. [DOI: 10.1016/j.jneumeth.2020.108687] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 03/09/2020] [Accepted: 03/11/2020] [Indexed: 01/10/2023]
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9
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Sessle BJ. Can you be too old for oral implants? An update on ageing and plasticity in the oro‐facial sensorimotor system. J Oral Rehabil 2019; 46:936-951. [DOI: 10.1111/joor.12830] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2019] [Revised: 05/06/2019] [Accepted: 05/26/2019] [Indexed: 12/24/2022]
Affiliation(s)
- Barry J. Sessle
- Faculty of Dentistry University of Toronto Toronto Ontario Canada
- Department of Physiology, Faculty of Medicine University of Toronto Toronto Ontario Canada
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10
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Baird JF, Hubbard EA, Sutton BP, Motl RW. The relationship between corticospinal tract integrity and lower-extremity strength is attenuated when controlling for age and sex in multiple sclerosis. Brain Res 2018; 1701:171-176. [PMID: 30213666 PMCID: PMC7906425 DOI: 10.1016/j.brainres.2018.09.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Revised: 09/07/2018] [Accepted: 09/08/2018] [Indexed: 11/25/2022]
Abstract
Muscle weakness, particularly in the lower-extremities, is common in multiple sclerosis (MS) and seemingly results from damage along white matter pathways in the central nervous system including the corticospinal tract (CST). This study examined CST structural integrity indicated by diffusion tensor imaging (DTI) related metrics (fractional anisotropy [FA], mean diffusivity [MD], radial diffusivity [RD], and axial diffusivity [AD]) as correlates of knee flexor (KF) and knee extensor (KE) muscle strength in MS. We included 36 persons with MS who underwent MRI and measurements of peak KE and KF strength using an isokinetic dynamometer. We examined associations using bivariate Spearman (rs) and partial Spearman correlation (prs) analyses controlling for age and sex. Peak KF strength was significantly associated with FA (rs = 0.42) and RD (rs = -0.36) and peak KE strength was significantly associated with MD (rs = -0.47) and RD (rs = -0.36). The correlations were attenuated after controlling for age and sex, but the relationship between KF strength and FA demonstrated a trend towards significance (prs = 0.33, p = 0.056). We provide evidence that the anatomical integrity of the CST may be associated with lower-extremity strength in MS. The attenuated correlations when controlling for age and sex suggest these factors, rather than MS per se, may be important contributors toward an association between CST DTI-metrics and KF and KE strength. Future rehabilitation trials of resistance training should consider including CST integrity as an outcome and/or predictor of strength adaptations.
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Affiliation(s)
- Jessica F Baird
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Elizabeth A Hubbard
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Bradley P Sutton
- Bioengineering and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Robert W Motl
- Department of Physical Therapy, University of Alabama at Birmingham, Birmingham, AL, USA.
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11
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Drenthen GS, Backes WH, Aldenkamp AP, Op 't Veld GJ, Jansen JFA. A new analysis approach for T 2 relaxometry myelin water quantification: Orthogonal Matching Pursuit. Magn Reson Med 2018; 81:3292-3303. [PMID: 30444019 PMCID: PMC6587563 DOI: 10.1002/mrm.27600] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 10/09/2018] [Accepted: 10/18/2018] [Indexed: 12/19/2022]
Abstract
Purpose In vivo myelin quantification can provide valuable noninvasive information on neuronal maturation and development, as well as insights into neurological disorders. Multiexponential analysis of multiecho T2 relaxation is a powerful and widely applied method for the quantification of the myelin water fraction (MWF). In recent literature, the MWF is most commonly estimated using a regularized nonnegative least squares algorithm. Methods The orthogonal matching pursuit algorithm is proposed as an alternative method for the estimation of the MWF. The orthogonal matching pursuit is a greedy sparse reconstruction algorithm with a low computation complexity. For validation, both methods are compared to a ground truth using numerical simulations and a phantom model using comparable computation times. The numerical simulations were used to measure the theoretical errors, as well as the effects of varying the SNR, strength of the regularization, and resolution of the basis set. Additionally, a phantom model was used to estimate the performance of the 2 methods while including errors occurring due to the MR measurement. Lastly, 4 healthy subjects were scanned to evaluate the in vivo performance. Results The results in simulations and phantoms demonstrate that the MWFs determined with the orthogonal matching pursuit are 1.7 times more accurate as compared to the nonnegative least squares, with a comparable precision. The remaining bias of the MWF is shown to be related to the regularization of the nonnegative least squares algorithm and the Rician noise present in magnitude MR images. Conclusion The orthogonal matching pursuit algorithm provides a more accurate alternative for T2 relaxometry myelin water quantification.
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Affiliation(s)
- Gerhard S Drenthen
- School for Mental Health and Neuroscience, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands.,Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands.,Department of Electrical Engineering, Eindhoven University of Technology, De Rondom 70, Eindhoven, the Netherlands
| | - Walter H Backes
- School for Mental Health and Neuroscience, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands.,Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands
| | - Albert P Aldenkamp
- School for Mental Health and Neuroscience, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands.,Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands.,Department of Behavioral Sciences, Epilepsy Center Kempenhaeghe, Sterkselseweg 65, Heeze, the Netherlands
| | - Giel J Op 't Veld
- School of Computer and Communication Sciences, École Polytechnique Fédérale de Lausanne, Station 14, Lausanne, Switzerland
| | - Jacobus F A Jansen
- School for Mental Health and Neuroscience, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands.,Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, P. Debyelaan 25, Maastricht, the Netherlands.,Department of Electrical Engineering, Eindhoven University of Technology, De Rondom 70, Eindhoven, the Netherlands
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12
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Avivi-Arber L, Sessle BJ. Jaw sensorimotor control in healthy adults and effects of ageing. J Oral Rehabil 2017; 45:50-80. [DOI: 10.1111/joor.12554] [Citation(s) in RCA: 45] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/23/2017] [Indexed: 12/22/2022]
Affiliation(s)
- L. Avivi-Arber
- Faculty of Dentistry; University of Toronto; Toronto ON Canada
| | - B. J. Sessle
- Faculty of Dentistry; University of Toronto; Toronto ON Canada
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13
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Weiss Lucas C, Tursunova I, Neuschmelting V, Nettekoven C, Oros-Peusquens AM, Stoffels G, Faymonville AM, Jon SN, Langen KJ, Lockau H, Goldbrunner R, Grefkes C. Functional MRI vs. navigated TMS to optimize M1 seed volume delineation for DTI tractography. A prospective study in patients with brain tumours adjacent to the corticospinal tract. NEUROIMAGE-CLINICAL 2016; 13:297-309. [PMID: 28050345 PMCID: PMC5192048 DOI: 10.1016/j.nicl.2016.11.022] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Revised: 11/18/2016] [Accepted: 11/19/2016] [Indexed: 01/01/2023]
Abstract
BACKGROUND DTI-based tractography is an increasingly important tool for planning brain surgery in patients suffering from brain tumours. However, there is an ongoing debate which tracking approaches yield the most valid results. Especially the use of functional localizer data such as navigated transcranial magnetic stimulation (nTMS) or functional magnetic resonance imaging (fMRI) seem to improve fibre tracking data in conditions where anatomical landmarks are less informative due to tumour-induced distortions of the gyral anatomy. We here compared which of the two localizer techniques yields more plausible results with respect to mapping different functional portions of the corticospinal tract (CST) in brain tumour patients. METHODS The CSTs of 18 patients with intracranial tumours in the vicinity of the primary motor area (M1) were investigated by means of deterministic DTI. The core zone of the tumour-adjacent hand, foot and/or tongue M1 representation served as cortical regions of interest (ROIs). M1 core zones were defined by both the nTMS hot-spots and the fMRI local activation maxima. In addition, for all patients, a subcortical ROI at the level of the inferior anterior pons was implemented into the tracking algorithm in order to improve the anatomical specificity of CST reconstructions. As intra-individual control, we additionally tracked the CST of the hand motor region of the unaffected, i.e., non-lesional hemisphere, again comparing fMRI and nTMS M1 seeds. The plausibility of the fMRI-ROI- vs. nTMS-ROI-based fibre trajectories was assessed by a-priori defined anatomical criteria. Moreover, the anatomical relationship of different fibre courses was compared regarding their distribution in the anterior-posterior direction as well as their location within the posterior limb of the internal capsule (PLIC). RESULTS Overall, higher plausibility rates were observed for the use of nTMS- as compared to fMRI-defined cortical ROIs (p < 0.05) in tumour vicinity. On the non-lesional hemisphere, however, equally good plausibility rates (100%) were observed for both localizer techniques. fMRI-originated fibres generally followed a more posterior course relative to the nTMS-based tracts (p < 0.01) in both the lesional and non-lesional hemisphere. CONCLUSION NTMS achieved better tracking results than fMRI in conditions when the cortical tract origin (M1) was located in close vicinity to a brain tumour, probably influencing neurovascular coupling. Hence, especially in situations with altered BOLD signal physiology, nTMS seems to be the method of choice in order to identify seed regions for CST mapping in patients.
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Key Words
- APB, Abductor pollicis brevis muscle
- BOLD, Blood-oxygenation-level dependent
- CST
- CST, Corticospinal tract
- DCS, Direct cortical stimulation
- DTI, Diffusion tensor imaging
- Deterministic
- EF, Electric field
- EMG, Electromyography
- FA(T), Fractional anisotropy (threshold)
- FACT, Fibre assignment by continuous tracking
- FOV, Field-of-view
- FWE, Family-wise error
- KPS, Karnofsky performance scale
- LT, Lateral tongue muscle, anterior third
- M1, Primary motor cortex
- MEP, Motor-evoked potential
- MFL, Minimal fibre length
- MPRAGE, Magnetization prepared rapid acquisition gradient echo (T1 MR seq.)
- OR, Odd's ratio
- PLIC, Posterior limb of the internal capsule
- PM, Plantar muscle
- Pyramidal tract
- RMT, Resting motor threshold
- ROI
- ROI, Region-of-interest
- SD, Standard deviation
- SE, Standard error
- Somatotopic
- X-sq, X-squared (Pearson's chi-square test)
- dMRI, Diffusion magnetic resonance imaging (i.e., diffusion-weighted imaging, DWI)
- fMRI
- fMRI, Functional magnetic resonance imaging
- nTMS
- nTMS, Neuronavigated transcranial magnetic stimulation
- pxsq, p-value according to Pearson's chi-square test
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Affiliation(s)
| | - Irada Tursunova
- University of Cologne, Center of Neurosurgery, 50924 Cologne, Germany
| | | | | | | | - Gabriele Stoffels
- Institute of Neuroscience and Medicine, Research Centre Jülich, 52425 Jülich, Germany
| | | | - Shah N Jon
- Institute of Neuroscience and Medicine, Research Centre Jülich, 52425 Jülich, Germany; RWTH Aachen University, University Clinic Aachen, Departments of Nuclear Medicine and Neurology, 52074 Aachen, Germany; Department of Electrical and Computer Systems Engineering, Monash University, Melbourne, Victoria, Australia; Monash Institute of Medical Engineering, Monash University, Melbourne, Victoria, Australia; Monash Biomedical Imaging, School of Psychological Sciences, Monash University, Melbourne, Victoria, Australia
| | - Karl Josef Langen
- Institute of Neuroscience and Medicine, Research Centre Jülich, 52425 Jülich, Germany; RWTH Aachen University, University Clinic Aachen, Departments of Nuclear Medicine and Neurology, 52074 Aachen, Germany
| | - Hannah Lockau
- University of Cologne, Department of Radiology, 50937 Cologne, Germany
| | | | - Christian Grefkes
- Institute of Neuroscience and Medicine, Research Centre Jülich, 52425 Jülich, Germany; University of Cologne, Department of Neurology, 50924 Cologne, Germany
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14
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Hua J, Duan T, Gu G, Wo D, Zhu Q, Liu JQ, Liu M, Wu Z, Meng W. Effects of home and education environments on children's motor performance in China. Dev Med Child Neurol 2016; 58:868-76. [PMID: 26893014 DOI: 10.1111/dmcn.13073] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/18/2015] [Indexed: 11/29/2022]
Abstract
AIM The aim of this study was to examine the effects of home and educational environments on children's motor performance in China. METHOD We conducted a cross-sectional study of 4001 preschool children selected from 160 classes. The children's motor performance was assessed using the Movement Assessment Battery for Children, 2nd edition (MABC-2). Home and educational environments were evaluated using validated checklists. The effects of home and educational environments on motor performance were analysed using mixed and multilevel logistic regression models. RESULTS The results showed that one score increase in the outside space of the family home was positively associated with the increase in total test score (0.104) subtest score of aiming and catching (0.037), and balance (0.034) of the MABC-2, after adjusting for potential confounders (each p<0.05). Possession of motor toys at home and parental rearing behaviours were also related to total test score, manual dexterity, and balance (β=0.022-0.104, each p<0.05). Space and furnishings, activity, and interaction in the classroom had a significant positive association with total test score (β=0.069-0.201), and with subtest scores of manual dexterity, aiming and catching, and balance respectively (β=0.115-0.206). Space and furnishings of classrooms and possession of toys in the household were protective factors for 'at risk' or significant poor performance (odds ratio 0.942-0.973, each p<0.05). INTERPRETATION A permissive and accepting family and educational environment made a positive contribution to children's motor performance. Access to sufficient space and furnishings within the classroom, as well as toys in the family, were protective factors for poor motor performance. Future assistance is needed to support an advantageous environment in early childhood programmes in China.
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Affiliation(s)
- Jing Hua
- Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine, Shanghai, China
| | - Tao Duan
- Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine, Shanghai, China
| | - Guixiong Gu
- Pediatrics Research Institution of Suzhou University, Jiangsu, China
| | - Da Wo
- Research Center for Translational Medicine, East Hospital, Tongji University School of Medicine, Shanghai, China
| | - Qinqin Zhu
- Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine, Shanghai, China
| | - Jiang-Qin Liu
- Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine, Shanghai, China
| | - Ming Liu
- Shanghai First Maternity and Infant Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zhuochun Wu
- Public Health School of Fudan University, Shanghai, China
| | - Wei Meng
- Public Health School of Fudan University, Shanghai, China
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15
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Hubbard EA, Wetter NC, Sutton BP, Pilutti LA, Motl RW. Diffusion tensor imaging of the corticospinal tract and walking performance in multiple sclerosis. J Neurol Sci 2016; 363:225-31. [PMID: 27000254 DOI: 10.1016/j.jns.2016.02.044] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Revised: 01/17/2016] [Accepted: 02/16/2016] [Indexed: 12/13/2022]
Abstract
Research has identified a significant relationship between DTI (Diffusion Tensor Imaging) indices in the Corticospinal Tract (CST) and disability status in persons with multiple sclerosis (MS). To date, there is little known about the association between DTI indices of the CST with walking and gait outcomes in MS. This study examined the associations among DTI indices [fractional anisotropy (FA), radial diffusivity (RD), and axial diffusivity (AD)] of the CST with walking and gait outcomes in persons with MS. We enrolled 69 persons with MS who underwent 3T brain magnetic resonance imaging (MRI) and examined white matter structural integrity in the CST in the brain with DTI. Participants completed three walking performance assessments: 6-minute walk (6MW), timed 25-foot walk (T25FW), and gait testing. We examined associations using Spearman (r(s)) and partial Spearman correlation (pr(s)) analyses, using the entire sample and stratifying by disability status after controlling for age and sex. After controlling for age, sex, and disease duration, RD was significantly correlated (p<0.05) with step time (pr(s)=0.30). AD was significantly correlated (p<0.05) with step length (pr(s)=-0.32). MD was significantly associated (p<0.05) with 6MW (pr(s)=-0.35), T25FW (pr(s)=-0.34), gait velocity (pr(s)=-0.31), step time (pr(s)=0.29), and step length (pr(s)=-0.36). FA was not significantly correlated with any of the walking parameters (p>0.05). We provide novel evidence of possible motor pathway damage involved in walking performance in MS. There may be subtle differences in associations between MD, AD, and RD with walking outcomes, and these could be assessed in future longitudinal examinations and clinical trials of motor rehabilitation.
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Affiliation(s)
- Elizabeth A Hubbard
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, United States.
| | - Nathan C Wetter
- Department of Bioengineering, University of Illinois at Urbana-Champaign, United States; Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, United States
| | - Bradley P Sutton
- Department of Bioengineering, University of Illinois at Urbana-Champaign, United States; Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, United States
| | - Lara A Pilutti
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, United States
| | - Robert W Motl
- Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, United States
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16
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Wittich W, Nadon C. The Purdue Pegboard test: normative data for older adults with low vision. Disabil Rehabil Assist Technol 2016; 12:272-279. [DOI: 10.3109/17483107.2015.1129459] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Walter Wittich
- School of Optometry, University of Montreal, CRIR/MAB-Mackay Rehabilitation Centre du CIUSSS du Centre-Ouest-de-l’Île-de-Montréal, Montreal, Quebec, Canada
| | - Christina Nadon
- School of Optometry, University of Montreal, CRIR/MAB-Mackay Rehabilitation Centre du CIUSSS du Centre-Ouest-de-l’Île-de-Montréal, Montreal, Quebec, Canada
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17
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Neural synchrony indexes impaired motor slowing after errors and novelty following white matter damage. Neurobiol Aging 2015; 38:205-213. [PMID: 26563990 DOI: 10.1016/j.neurobiolaging.2015.10.014] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2015] [Revised: 10/06/2015] [Accepted: 10/16/2015] [Indexed: 11/21/2022]
Abstract
In humans, action errors and perceptual novelty elicit activity in a shared frontostriatal brain network, allowing them to adapt their ongoing behavior to such unexpected action outcomes. Healthy and pathologic aging reduces the integrity of white matter pathways that connect individual hubs of such networks and can impair the associated cognitive functions. Here, we investigated whether structural disconnection within this network because of small-vessel disease impairs the neural processes that subserve motor slowing after errors and novelty (post-error slowing, PES; post-novel slowing, PNS). Participants with intact frontostriatal circuitry showed increased right-lateralized beta-band (12-24 Hz) synchrony between frontocentral and frontolateral electrode sites in the electroencephalogram after errors and novelty, indexing increased neural communication. Importantly, this synchrony correlated with PES and PNS across participants. Furthermore, such synchrony was reduced in participants with frontostriatal white matter damage, in line with reduced PES and PNS. The results demonstrate that behavioral change after errors and novelty result from coordinated neural activity across a frontostriatal brain network and that such cognitive control is impaired by reduced white matter integrity.
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18
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Superficial white matter as a novel substrate of age-related cognitive decline. Neurobiol Aging 2015; 36:2094-106. [PMID: 25834938 DOI: 10.1016/j.neurobiolaging.2015.02.022] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2014] [Revised: 01/20/2015] [Accepted: 02/21/2015] [Indexed: 12/11/2022]
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19
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Nyquist PA, Yanek LR, Bilgel M, Cuzzocreo JL, Becker LC, Chevalier-Davis K, Yousem D, Prince J, Kral BG, Vaidya D, Becker DM. Effect of white matter lesions on manual dexterity in healthy middle-aged persons. Neurology 2015; 84:1920-6. [PMID: 25862800 DOI: 10.1212/wnl.0000000000001557] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2014] [Accepted: 12/15/2014] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVES We hypothesized that integrated motor-visual functions measured by manipulative manual dexterity are affected by white matter lesion (WML) burden as measured on cranial MRI across relevant brain regions in subjects at risk of preclinical occult vascular disease. METHODS A real-time cross-sectional study of healthy subjects aged 29 to 74 years with a family history of early-onset coronary artery disease (n = 714; mean age, 51 ± 11 years; mean education, 14 ± 3 years; 42% male; 38% black) were identified from probands with coronary artery disease diagnosed before age 60 years. WMLs on 3-tesla brain MRI and Grooved Pegboard scores were measured. RESULTS WMLs were observed at all ages. Mean pegboard scores were 108 ± 18, similar to normal populations. In unadjusted analysis, WMLs and pegboard scores were significantly correlated by region (total WMLs, r = 0.34, p = 0.0001; frontal [r = 0.34, p < 0.0001], insula [r = 0.31, p < 0.0001], parietal [r = 0.31, p < 0.0001], and temporal [r = 0.17, p < 0.0001]). In multivariate analysis predicting (log) pegboard score adjusted for age, sex, race, education, regional or total volumes, and familial non-independence, total WML volume (p = 5.79E - 05) and regional WML volumes (p < 0.01) retained statistical significance in all but the youngest age quartile (29-43 years). CONCLUSIONS Greater WML volumes in different brain regions are associated with higher pegboard scores (worse performance) independent of age, sex, race, education, and total or regional volumes. This suggests that small vessel cerebrovascular disease may be present in healthy individuals in a preclinical state with measurable impact on complex integrative functions in individuals with excess risk of clinical vascular disease.
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Affiliation(s)
- Paul A Nyquist
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD.
| | - Lisa R Yanek
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
| | - Murat Bilgel
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
| | - Jennifer L Cuzzocreo
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
| | - Lewis C Becker
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
| | - Karinne Chevalier-Davis
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
| | - David Yousem
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
| | - Jerry Prince
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
| | - Brian G Kral
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
| | - Dhananjay Vaidya
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
| | - Diane M Becker
- From the Departments of Neurology (P.A.N.), Anesthesiology and Critical Care Medicine (P.A.N.), and Neurosurgery (P.A.N.), and Department of Medicine, Division of General Internal Medicine (L.R.Y., L.C.B., K.C.-D., B.G.K., D.V., D.M.B.), GeneSTAR Research Program; Department of Biomedical Engineering (M.B., J.L.C., J.P.), Johns Hopkins School of Medicine; and Department of Medicine, Division of Cardiology (L.C.B., B.G.K.), and Department of Radiology, Divisions of Diagnostic Radiology and Neuroradiology (D.Y.), The Johns Hopkins Medical Institutions, Baltimore, MD
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Rojkova K, Volle E, Urbanski M, Humbert F, Dell'Acqua F, Thiebaut de Schotten M. Atlasing the frontal lobe connections and their variability due to age and education: a spherical deconvolution tractography study. Brain Struct Funct 2015; 221:1751-66. [PMID: 25682261 DOI: 10.1007/s00429-015-1001-3] [Citation(s) in RCA: 206] [Impact Index Per Article: 22.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2014] [Accepted: 02/02/2015] [Indexed: 12/13/2022]
Abstract
In neuroscience, there is a growing consensus that higher cognitive functions may be supported by distributed networks involving different cerebral regions, rather than by single brain areas. Communication within these networks is mediated by white matter tracts and is particularly prominent in the frontal lobes for the control and integration of information. However, the detailed mapping of frontal connections remains incomplete, albeit crucial to an increased understanding of these cognitive functions. Based on 47 high-resolution diffusion-weighted imaging datasets (age range 22-71 years), we built a statistical normative atlas of the frontal lobe connections in stereotaxic space, using state-of-the-art spherical deconvolution tractography. We dissected 55 tracts including U-shaped fibers. We further characterized these tracts by measuring their correlation with age and education level. We reported age-related differences in the microstructural organization of several, specific frontal fiber tracts, but found no correlation with education level. Future voxel-based analyses, such as voxel-based morphometry or tract-based spatial statistics studies, may benefit from our atlas by identifying the tracts and networks involved in frontal functions. Our atlas will also build the capacity of clinicians to further understand the mechanisms involved in brain recovery and plasticity, as well as assist clinicians in the diagnosis of disconnection or abnormality within specific tracts of individual patients with various brain diseases.
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Affiliation(s)
- K Rojkova
- CNRS UMR 7225, Inserm, UPMC-Paris6, UMR_S 1127, CRICM, GH Pitié-Salpêtrière, 75013, Paris, France.,Natbrainlab, Brain and Spine Institute, Paris, France
| | - E Volle
- CNRS UMR 7225, Inserm, UPMC-Paris6, UMR_S 1127, CRICM, GH Pitié-Salpêtrière, 75013, Paris, France
| | - M Urbanski
- CNRS UMR 7225, Inserm, UPMC-Paris6, UMR_S 1127, CRICM, GH Pitié-Salpêtrière, 75013, Paris, France.,Service de Médecine et de Réadaptation Gériatrique et Neurologique, Hôpitaux de Saint-Maurice, Saint-Maurice, France
| | - F Humbert
- Centre de Neuroimagerie de Recherche CENIR, Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - F Dell'Acqua
- Department of Neuroimaging, Institute of Psychiatry, Natbrainlab, King's College London, London, UK
| | - M Thiebaut de Schotten
- CNRS UMR 7225, Inserm, UPMC-Paris6, UMR_S 1127, CRICM, GH Pitié-Salpêtrière, 75013, Paris, France. .,Natbrainlab, Brain and Spine Institute, Paris, France. .,Natbrainlab, Sackler Institute of Translational Neurodevelopment, Institute of Psychiatry, King's College London, London, UK.
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21
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Weiss C, Tursunova I, Neuschmelting V, Lockau H, Nettekoven C, Oros-Peusquens AM, Stoffels G, Rehme AK, Faymonville AM, Shah NJ, Langen KJ, Goldbrunner R, Grefkes C. Improved nTMS- and DTI-derived CST tractography through anatomical ROI seeding on anterior pontine level compared to internal capsule. NEUROIMAGE-CLINICAL 2015; 7:424-37. [PMID: 25685709 PMCID: PMC4314616 DOI: 10.1016/j.nicl.2015.01.006] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2014] [Revised: 01/07/2015] [Accepted: 01/08/2015] [Indexed: 12/16/2022]
Abstract
Imaging of the course of the corticospinal tract (CST) by diffusion tensor imaging (DTI) is useful for function-preserving tumour surgery. The integration of functional localizer data into tracking algorithms offers to establish a direct structure–function relationship in DTI data. However, alterations of MRI signals in and adjacent to brain tumours often lead to spurious tracking results. We here compared the impact of subcortical seed regions placed at different positions and the influences of the somatotopic location of the cortical seed and clinical co-factors on fibre tracking plausibility in brain tumour patients. The CST of 32 patients with intracranial tumours was investigated by means of deterministic DTI and neuronavigated transcranial magnetic stimulation (nTMS). The cortical seeds were defined by the nTMS hot spots of the primary motor area (M1) of the hand, the foot and the tongue representation. The CST originating from the contralesional M1 hand area was mapped as intra-individual reference. As subcortical region of interests (ROI), we used the posterior limb of the internal capsule (PLIC) and/or the anterior inferior pontine region (aiP). The plausibility of the fibre trajectories was assessed by a-priori defined anatomical criteria. The following potential co-factors were analysed: Karnofsky Performance Scale (KPS), resting motor threshold (RMT), T1-CE tumour volume, T2 oedema volume, presence of oedema within the PLIC, the fractional anisotropy threshold (FAT) to elicit a minimum amount of fibres and the minimal fibre length. The results showed a higher proportion of plausible fibre tracts for the aiP-ROI compared to the PLIC-ROI. Low FAT values and the presence of peritumoural oedema within the PLIC led to less plausible fibre tracking results. Most plausible results were obtained when the FAT ranged above a cut-off of 0.105. In addition, there was a strong effect of somatotopic location of the seed ROI; best plausibility was obtained for the contralateral hand CST (100%), followed by the ipsilesional hand CST (>95%), the ipsilesional foot (>85%) and tongue (>75%) CST. In summary, we found that the aiP-ROI yielded better tracking results compared to the IC-ROI when using deterministic CST tractography in brain tumour patients, especially when the M1 hand area was tracked. In case of FAT values lower than 0.10, the result of the respective CST tractography should be interpreted with caution with respect to spurious tracking results. Moreover, the presence of oedema within the internal capsule should be considered a negative predictor for plausible CST tracking. Somatotopic CST tractography was done in 32 patients with eloquent brain tumours. Seeding ROIs were defined by navigated TMS of the M1 hot spot (hand, foot, tongue). Using the anterior pons as a second ROI yielded more plausible tracts than the PLIC. Low FAT and oedema of the internal capsule were negative predictors.
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Key Words
- ANOVA, analysis of variance
- APB, abductor pollicis brevis muscle
- AUC, area under the curve
- BOLD, blood oxygenation level dependent
- CST
- CST, corticospinal tract
- DTI
- DTI, diffusion tensor imaging
- FA(T), fractional anisotropy (threshold)
- FACT, fibre assignment by continuous tracking
- FMRI, functional magnetic resonance imaging
- FOV, field-of-view
- FWE, family-wise error
- Fractional anisotropy
- KPS, Karnofsky performance scale
- LDA/C, linear discriminant analysis/coefficient
- LT, lateral tongue muscle, anterior third
- M1, primary motor cortex
- MEP, motor evoked potential
- MFL, minimal fibre length
- MPRAGE, magnetization prepared rapid acquisition gradient echo (T1 MR sequence)
- OR, odd's ratio
- PLIC, posterior limb of the internal capsule
- PM, plantar muscle
- RMT, resting motor threshold
- ROI
- ROI, region-of-interest
- SD, standard deviation
- SE, standard error
- Somatotopic
- X-sq, X-squared (Pearson's chi-square test)
- aiP, anterior inferior pons
- nTMS
- nTMS, neuronavigated transcranial magnetic stimulation
- pxsq, p-value according to Pearson's chi-square test.
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Affiliation(s)
- Carolin Weiss
- Department of Neurosurgery, University of Cologne, Cologne 50924, Germany
| | - Irada Tursunova
- Department of Neurosurgery, University of Cologne, Cologne 50924, Germany ; Department of Neurosurgery, University of Cologne, Cologne 50924, Germany
| | | | - Hannah Lockau
- Department of Radiology, University of Cologne, Cologne 50937, Germany
| | - Charlotte Nettekoven
- Institute of Neuroscience and Medicine, Research Centre Jülich, Jülich 52425, Germany
| | | | - Gabriele Stoffels
- Institute of Neuroscience and Medicine, Research Centre Jülich, Jülich 52425, Germany
| | - Anne K Rehme
- Institute of Neuroscience and Medicine, Research Centre Jülich, Jülich 52425, Germany ; Department of Neurology, University of Cologne, Cologne 50924, Germany
| | | | - N Jon Shah
- Institute of Neuroscience and Medicine, Research Centre Jülich, Jülich 52425, Germany ; Department of Neurology, University Clinic Aachen, RWTH Aachen University, Aachen 52074, Germany
| | - Karl Josef Langen
- Institute of Neuroscience and Medicine, Research Centre Jülich, Jülich 52425, Germany
| | - Roland Goldbrunner
- Department of Neurosurgery, University of Cologne, Cologne 50924, Germany
| | - Christian Grefkes
- Institute of Neuroscience and Medicine, Research Centre Jülich, Jülich 52425, Germany ; Department of Neurology, University of Cologne, Cologne 50924, Germany
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