TY - JOUR
T1 - Increased resting-state functional connectivity of visual- and cognitive-control brain networks after training in children with reading difficulties
AU - Horowitz-Kraus, Tzipi
AU - Difrancesco, Mark
AU - Kay, Benjamin
AU - Wang, Yingying
AU - Holland, Scott K.
N1 - Funding Information:
This work was supported by the Fulbright Foundation , the United States–Israel Binational Science Foundation (BSF) ( 2009053 ), and the University of Cincinnati Research Council .
Publisher Copyright:
© 2015 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY-NC-ND license.
PY - 2015/7/11
Y1 - 2015/7/11
N2 - The Reading Acceleration Program, a computerized reading-training program, increases activation in neural circuits related to reading. We examined the effect of the training on the functional connectivity between independent components related to visual processing, executive functions, attention, memory, and language during rest after the training. Children 8-12 years old with reading difficulties and typical readers participated in the study. Behavioral testing and functional magnetic resonance imaging were performed before and after the training. Imaging data were analyzed using an independent component analysis approach. After training, both reading groups showed increased single-word contextual reading and reading comprehension scores. Greater positive correlations between the visual-processing component and the executive functions, attention, memory, or language components were found after training in children with reading difficulties. Training-related increases in connectivity between the visual and attention components and between the visual and executive function components were positively correlated with increased word reading and reading comprehension, respectively. Our findings suggest that the effect of the Reading Acceleration Program on basic cognitive domains can be detected even in the absence of an ongoing reading task.
AB - The Reading Acceleration Program, a computerized reading-training program, increases activation in neural circuits related to reading. We examined the effect of the training on the functional connectivity between independent components related to visual processing, executive functions, attention, memory, and language during rest after the training. Children 8-12 years old with reading difficulties and typical readers participated in the study. Behavioral testing and functional magnetic resonance imaging were performed before and after the training. Imaging data were analyzed using an independent component analysis approach. After training, both reading groups showed increased single-word contextual reading and reading comprehension scores. Greater positive correlations between the visual-processing component and the executive functions, attention, memory, or language components were found after training in children with reading difficulties. Training-related increases in connectivity between the visual and attention components and between the visual and executive function components were positively correlated with increased word reading and reading comprehension, respectively. Our findings suggest that the effect of the Reading Acceleration Program on basic cognitive domains can be detected even in the absence of an ongoing reading task.
KW - Dual-networks top-down model
KW - Dyslexia
KW - Independent component analysis
KW - Reading fluency
KW - Resting-state fMRI
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U2 - 10.1016/j.nicl.2015.06.010
DO - 10.1016/j.nicl.2015.06.010
M3 - Article
C2 - 26199874
AN - SCOPUS:84936948215
SN - 2213-1582
VL - 8
SP - 619
EP - 630
JO - NeuroImage: Clinical
JF - NeuroImage: Clinical
ER -