Frontoparietal white matter integrity predicts haptic performance in chronic stroke

Frontoparietal white matter supports information transfer between brain areas involved in complex haptic tasks such as somatosensory discrimination. The purpose of this study was to gain an understanding of the relationship between microstructural integrity of frontoparietal network white matter and...

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Main Authors: Alexandra L. Borstad, Seongjin Choi, Petra Schmalbrock, Deborah S. Nichols-Larsen
Format: Article
Language:English
Published: Elsevier 2016-01-01
Series:NeuroImage: Clinical
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158215300243
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spelling doaj-578e1eb3819744f6b55d4b9754194b652020-11-24T21:24:54ZengElsevierNeuroImage: Clinical2213-15822016-01-0110C12913910.1016/j.nicl.2015.11.007Frontoparietal white matter integrity predicts haptic performance in chronic strokeAlexandra L. Borstad0Seongjin Choi1Petra Schmalbrock2Deborah S. Nichols-Larsen3Division of Physical Therapy, The Ohio State University, School of Health and Rehabilitation Science, 453 W. 10th Avenue, Columbus, OH 43210, United StatesNational Institute on Aging, Harbor Hospital, Baltimore, MD, United StatesDepartment of Radiology, College of Medicine, The Ohio State University, Columbus, OH, United StatesSchool of Health and Rehabilitation Sciences, The Ohio State University, Columbus, OH, United StatesFrontoparietal white matter supports information transfer between brain areas involved in complex haptic tasks such as somatosensory discrimination. The purpose of this study was to gain an understanding of the relationship between microstructural integrity of frontoparietal network white matter and haptic performance in persons with chronic stroke and to compare frontoparietal network integrity in participants with stroke and age matched control participants. Nineteen individuals with stroke and 16 controls participated. Haptic performance was quantified using the Hand Active Sensation Test (HASTe), an 18-item match-to-sample test of weight and texture discrimination. Three tesla MRI was used to obtain diffusion-weighted and high-resolution anatomical images of the whole brain. Probabilistic tractography was used to define 10 frontoparietal tracts total; Four intrahemispheric tracts measured bilaterally 1) thalamus to primary somatosensory cortex (T–S1), 2) thalamus to primary motor cortex (T–M1), 3) primary to secondary somatosensory cortex (S1 to SII) and 4) primary somatosensory cortex to middle frontal gyrus (S1 to MFG) and, 2 interhemispheric tracts; S1–S1 and precuneus interhemispheric. A control tract outside the network, the cuneus interhemispheric tract, was also examined. The diffusion metrics fractional anisotropy (FA), mean diffusivity (MD), axial (AD) and radial diffusivity (RD) were quantified for each tract. Diminished FA and elevated MD values are associated with poorer white matter integrity in chronic stroke. Nine of 10 tracts quantified in the frontoparietal network had diminished structural integrity poststroke compared to the controls. The precuneus interhemispheric tract was not significantly different between groups. Principle component analysis across all frontoparietal white matter tract MD values indicated a single factor explained 47% and 57% of the variance in tract mean diffusivity in stroke and control groups respectively. Age strongly correlated with the shared variance across tracts in the control, but not in the poststroke participants. A moderate to good relationship was found between ipsilesional T–M1 MD and affected hand HASTe score (r = −0.62, p = 0.006) and less affected hand HASTe score (r = −0.53, p = 0.022). Regression analysis revealed approximately 90% of the variance in affected hand HASTe score was predicted by the white matter integrity in the frontoparietal network (as indexed by MD) in poststroke participants while 87% of the variance in HASTe score was predicted in control participants. This study demonstrates the importance of frontoparietal white matter in mediating haptic performance and specifically identifies that T–M1 and precuneus interhemispheric tracts may be appropriate targets for piloting rehabilitation interventions, such as noninvasive brain stimulation, when the goal is to improve poststroke haptic performance.http://www.sciencedirect.com/science/article/pii/S2213158215300243Haptic performanceStrokeUpper extremityDiffusion MRIProbabilistic tractographyHand Active Sensation TestSensorimotorFrontoparietal network
collection DOAJ
language English
format Article
sources DOAJ
author Alexandra L. Borstad
Seongjin Choi
Petra Schmalbrock
Deborah S. Nichols-Larsen
spellingShingle Alexandra L. Borstad
Seongjin Choi
Petra Schmalbrock
Deborah S. Nichols-Larsen
Frontoparietal white matter integrity predicts haptic performance in chronic stroke
NeuroImage: Clinical
Haptic performance
Stroke
Upper extremity
Diffusion MRI
Probabilistic tractography
Hand Active Sensation Test
Sensorimotor
Frontoparietal network
author_facet Alexandra L. Borstad
Seongjin Choi
Petra Schmalbrock
Deborah S. Nichols-Larsen
author_sort Alexandra L. Borstad
title Frontoparietal white matter integrity predicts haptic performance in chronic stroke
title_short Frontoparietal white matter integrity predicts haptic performance in chronic stroke
title_full Frontoparietal white matter integrity predicts haptic performance in chronic stroke
title_fullStr Frontoparietal white matter integrity predicts haptic performance in chronic stroke
title_full_unstemmed Frontoparietal white matter integrity predicts haptic performance in chronic stroke
title_sort frontoparietal white matter integrity predicts haptic performance in chronic stroke
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2016-01-01
description Frontoparietal white matter supports information transfer between brain areas involved in complex haptic tasks such as somatosensory discrimination. The purpose of this study was to gain an understanding of the relationship between microstructural integrity of frontoparietal network white matter and haptic performance in persons with chronic stroke and to compare frontoparietal network integrity in participants with stroke and age matched control participants. Nineteen individuals with stroke and 16 controls participated. Haptic performance was quantified using the Hand Active Sensation Test (HASTe), an 18-item match-to-sample test of weight and texture discrimination. Three tesla MRI was used to obtain diffusion-weighted and high-resolution anatomical images of the whole brain. Probabilistic tractography was used to define 10 frontoparietal tracts total; Four intrahemispheric tracts measured bilaterally 1) thalamus to primary somatosensory cortex (T–S1), 2) thalamus to primary motor cortex (T–M1), 3) primary to secondary somatosensory cortex (S1 to SII) and 4) primary somatosensory cortex to middle frontal gyrus (S1 to MFG) and, 2 interhemispheric tracts; S1–S1 and precuneus interhemispheric. A control tract outside the network, the cuneus interhemispheric tract, was also examined. The diffusion metrics fractional anisotropy (FA), mean diffusivity (MD), axial (AD) and radial diffusivity (RD) were quantified for each tract. Diminished FA and elevated MD values are associated with poorer white matter integrity in chronic stroke. Nine of 10 tracts quantified in the frontoparietal network had diminished structural integrity poststroke compared to the controls. The precuneus interhemispheric tract was not significantly different between groups. Principle component analysis across all frontoparietal white matter tract MD values indicated a single factor explained 47% and 57% of the variance in tract mean diffusivity in stroke and control groups respectively. Age strongly correlated with the shared variance across tracts in the control, but not in the poststroke participants. A moderate to good relationship was found between ipsilesional T–M1 MD and affected hand HASTe score (r = −0.62, p = 0.006) and less affected hand HASTe score (r = −0.53, p = 0.022). Regression analysis revealed approximately 90% of the variance in affected hand HASTe score was predicted by the white matter integrity in the frontoparietal network (as indexed by MD) in poststroke participants while 87% of the variance in HASTe score was predicted in control participants. This study demonstrates the importance of frontoparietal white matter in mediating haptic performance and specifically identifies that T–M1 and precuneus interhemispheric tracts may be appropriate targets for piloting rehabilitation interventions, such as noninvasive brain stimulation, when the goal is to improve poststroke haptic performance.
topic Haptic performance
Stroke
Upper extremity
Diffusion MRI
Probabilistic tractography
Hand Active Sensation Test
Sensorimotor
Frontoparietal network
url http://www.sciencedirect.com/science/article/pii/S2213158215300243
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