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Zhang Y, Huang J, Huang L, Peng L, Wang X, Zhang Q, Zeng Y, Yang J, Li Z, Sun X, Liang S. Atypical characteristic changes of surface morphology and structural covariance network in developmental dyslexia. Neurol Sci 2024; 45:2261-2270. [PMID: 37996775 DOI: 10.1007/s10072-023-07193-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Accepted: 11/03/2023] [Indexed: 11/25/2023]
Abstract
BACKGROUND Developmental dyslexia (DD) is a neurodevelopmental disorder that is characterized by difficulties with all aspects of information acquisition in the written word, including slow and inaccurate word recognition. The neural basis behind DD has not been fully elucidated. METHOD The study included 22 typically developing (TD) children, 16 children with isolated spelling disorder (SpD), and 20 children with DD. The cortical thickness, folding index, and mean curvature of Broca's area, including the triangular part of the left inferior frontal gyrus (IFGtriang) and the opercular part of the left inferior frontal gyrus, were assessed to explore the differences of surface morphology among the TD, SpD, and DD groups. Furthermore, the structural covariance network (SCN) of the triangular part of the left inferior frontal gyrus was analyzed to explore the changes of structural connectivity in the SpD and DD groups. RESULTS The DD group showed higher curvature and cortical folding of the left IFGtriang than the TD group and SpD group. In addition, compared with the TD group and the SpD group, the structural connectivity between the left IFGtriang and the left middle-frontal gyrus and the right mid-orbital frontal gyrus was increased in the DD group, and the structural connectivity between the left IFGtriang and the right precuneus and anterior cingulate was decreased in the DD group. CONCLUSION DD had atypical structural connectivity in brain regions related to visual attention, memory and which might impact the information input and integration needed for reading and spelling.
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Affiliation(s)
- Yusi Zhang
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
- Rehabilitation Industry Institute, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
- Fujian Key Laboratory of Cognitive Rehabilitation, Affiliated Rehabilitation Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, 350001, Fujian, China
| | - Jiayang Huang
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
| | - Li Huang
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
| | - Lixin Peng
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
| | - Xiuxiu Wang
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
| | - Qingqing Zhang
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
| | - Yi Zeng
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
| | - Junchao Yang
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
| | - Zuanfang Li
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China
| | - Xi Sun
- College of Information Engineering, Nanyang Institute of Technology, Nanyang, 473004, China
| | - Shengxiang Liang
- National-Local Joint Engineering Research Center of Rehabilitation Medicine Technology, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China.
- Rehabilitation Industry Institute, Fujian University of Traditional Chinese Medicine, Fuzhou, 350122, China.
- Fujian Key Laboratory of Cognitive Rehabilitation, Affiliated Rehabilitation Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou, 350001, Fujian, China.
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Rinne N, Wikman P, Sahari E, Salmi J, Einarsdóttir E, Kere J, Alho K. Developmental dyslexia susceptibility genes DNAAF4, DCDC2, and NRSN1 are associated with brain function in fluently reading adolescents and young adults. Cereb Cortex 2024; 34:bhae144. [PMID: 38610086 PMCID: PMC11014888 DOI: 10.1093/cercor/bhae144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 03/16/2024] [Accepted: 03/17/2024] [Indexed: 04/14/2024] Open
Abstract
Reading skills and developmental dyslexia, characterized by difficulties in developing reading skills, have been associated with brain anomalies within the language network. Genetic factors contribute to developmental dyslexia risk, but the mechanisms by which these genes influence reading skills remain unclear. In this preregistered study (https://osf.io/7sehx), we explored if developmental dyslexia susceptibility genes DNAAF4, DCDC2, NRSN1, and KIAA0319 are associated with brain function in fluently reading adolescents and young adults. Functional MRI and task performance data were collected during tasks involving written and spoken sentence processing, and DNA sequence variants of developmental dyslexia susceptibility genes previously associated with brain structure anomalies were genotyped. The results revealed that variation in DNAAF4, DCDC2, and NRSN1 is associated with brain activity in key language regions: the left inferior frontal gyrus, middle temporal gyrus, and intraparietal sulcus. Furthermore, NRSN1 was associated with task performance, but KIAA0319 did not yield any significant associations. Our findings suggest that individuals with a genetic predisposition to developmental dyslexia may partly employ compensatory neural and behavioral mechanisms to maintain typical task performance. Our study highlights the relevance of these developmental dyslexia susceptibility genes in language-related brain function, even in individuals without developmental dyslexia, providing valuable insights into the genetic factors influencing language processing.
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Affiliation(s)
- Nea Rinne
- Department of Psychology and Logopedics, University of Helsinki, Haartmaninkatu 3, 00014 Helsinki, Finland
| | - Patrik Wikman
- Department of Psychology and Logopedics, University of Helsinki, Haartmaninkatu 3, 00014 Helsinki, Finland
| | - Elisa Sahari
- Department of Psychology and Speech-Language Pathology, University of Turku, Assistentinkatu 7, 20500 Turku, Finland
| | - Juha Salmi
- Department of Neuroscience and Biomedical Engineering, Otakaari 3, Aalto University, (AALTO), P.O. BOX 00076, Espoo, Finland
| | - Elisabet Einarsdóttir
- Science for Life Laboratory, Department of Gene Technology, KTH-Royal Institute of Technology, SE-171 21, Solna, Sweden
| | - Juha Kere
- Department of Biosciences and Nutrition, Karolinska Institutet, H7 Medicin, Huddinge, Sweden
- Folkhälsan Research Center, and Stem Cells and Metabolism Research Program (STEMM), University of Helsinki, PL 63, Haartmaninkatu 8, Helsinki, Finland
| | - Kimmo Alho
- Department of Psychology and Logopedics, University of Helsinki, Haartmaninkatu 3, 00014 Helsinki, Finland
- Advanced Magnetic Imaging Centre, Aalto NeuroImaging, Aalto University, Espoo, Finland
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3
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Farah R, Dworetsky A, Coalson RS, Petersen SE, Schlaggar BL, Rosch KS, Horowitz-Kraus T. An executive-functions-based reading training enhances sensory-motor systems integration during reading fluency in children with dyslexia. Cereb Cortex 2024; 34:bhae166. [PMID: 38664864 PMCID: PMC11045473 DOI: 10.1093/cercor/bhae166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 03/25/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
The Simple View of Reading model suggests that intact language processing and word decoding lead to proficient reading comprehension, with recent studies pointing at executive functions as an important component contributing to reading proficiency. Here, we aimed to determine the underlying mechanism(s) for these changes. Participants include 120 8- to 12-year-old children (n = 55 with dyslexia, n = 65 typical readers) trained on an executive functions-based reading program, including pre/postfunctional MRI and behavioral data collection. Across groups, improved word reading was related to stronger functional connections within executive functions and sensory networks. In children with dyslexia, faster and more accurate word reading was related to stronger functional connections within and between sensory networks. These results suggest greater synchronization of brain systems after the intervention, consistent with the "neural noise" hypothesis in children with dyslexia and support the consideration of including executive functions as part of the Simple View of Reading model.
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Affiliation(s)
- Rola Farah
- Educational Neuroimaging Group, Faculty of Education in Science and Technology, Technion, Haifa, Israel
- Faculty of Biomedical Engineering, Technion, Haifa, 3200003, Israel
| | - Ally Dworetsky
- Neurology and Radiology at Washington University Medical School, St Louis, MO, United States
| | - Rebecca S Coalson
- Neurology and Radiology at Washington University Medical School, St Louis, MO, United States
| | - Steven E Petersen
- Department of Neurology, Washington University Medical School, 1 Brookings Dr, St. Louis, MO 63130, United States
| | - Bradley L Schlaggar
- Kennedy Krieger Institute, 707 North Broadway Baltimore, MD 21205, United States
- Departments of Neurology and Pediatrics, Johns Hopkins University School of Medicine, 1800 Orleans St Baltimore, MD 21287, United States
| | - Keri S Rosch
- Kennedy Krieger Institute, 707 North Broadway Baltimore, MD 21205, United States
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 1800 Orleans St Baltimore, MD 21287, United States
| | - Tzipi Horowitz-Kraus
- Educational Neuroimaging Group, Faculty of Education in Science and Technology, Technion, Haifa, Israel
- Faculty of Biomedical Engineering, Technion, Haifa, 3200003, Israel
- Kennedy Krieger Institute, 707 North Broadway Baltimore, MD 21205, United States
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, 1800 Orleans St Baltimore, MD 21287, United States
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Sinha N, Nikki Arrington C, Malins JG, Pugh KR, Frijters JC, Morris R. The reading-attention relationship: Variations in working memory network activity during single word decoding in children with and without dyslexia. Neuropsychologia 2024; 195:108821. [PMID: 38340962 DOI: 10.1016/j.neuropsychologia.2024.108821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 01/18/2024] [Accepted: 02/07/2024] [Indexed: 02/12/2024]
Abstract
This study utilized a neuroimaging task to assess working memory (WM) network recruitment during single word reading. Associations between WM and reading comprehension skills are well documented. Several converging models suggest WM may also contribute to foundational reading skills, but few studies have assessed this contribution directly. Two groups of children (77 developmental dyslexia (DD), 22 controls) completed a functional magnetic resonance imaging (fMRI) task to identify activation of a priori defined regions of the WM network. fMRI trials consisted of familiar word, pseudoword, and false font stimuli within a 1-back oddball task to assess how activation in the WM network differs in response to stimuli that can respectively be processed using word recognition, phonological decoding, or non-word strategies. Results showed children with DD recruited WM regions bilaterally in response to all stimulus types, whereas control children recruited left-lateralized WM regions during the pseudoword condition only. Group-level comparisons revealed activation differences in the defined WM network regions for false font and familiar word, but not pseudoword conditions. This effect was driven by increased activity in participants with DD in right hemisphere frontal, parietal, and motor regions despite poorer task performance. Findings suggest the WM network may contribute to inefficient decoding and word recognition strategies in children with DD.
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Affiliation(s)
- Niki Sinha
- Department of Child and Youth Studies, Brock University, St. Catharines, ON, L2S 3A1, Canada.
| | - C Nikki Arrington
- Department of Psychology, Georgia State University, Atlanta, GA, 30303, United States; GSU/GT Center for Advanced Brain Imaging, Georgia State University, Atlanta, GA, 30318, United States; Center for Translational Research in Neuroimaging and Data Science, Georgia State University, Atlanta, GA, 30303, United States
| | - Jeffrey G Malins
- Department of Psychology, Georgia State University, Atlanta, GA, 30303, United States; Haskins Laboratories, New Haven, CT, 06511, United States
| | - Kenneth R Pugh
- Haskins Laboratories, New Haven, CT, 06511, United States; Department of Linguistics, Yale University, New Haven, CT, 06520, United States; Department of Psychological Sciences, University of Connecticut, Storrs, CT, 06269, United States
| | - Jan C Frijters
- Department of Child and Youth Studies, Brock University, St. Catharines, ON, L2S 3A1, Canada
| | - Robin Morris
- Department of Psychology, Georgia State University, Atlanta, GA, 30303, United States
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Nisbet K, Kostiw A, Huynh TKT, Saggu SK, Patel D, Cummine J. A volumetric asymmetry study of gray matter in individuals with and without dyslexia. J Neurosci Res 2024; 102:e25305. [PMID: 38361418 DOI: 10.1002/jnr.25305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 01/17/2024] [Accepted: 01/28/2024] [Indexed: 02/17/2024]
Abstract
Brain imaging work aimed at increased classification of dyslexia has underscored an important relationship between anterior (i.e., the inferior frontal gyrus; IFG) and posterior (i.e., superior temporal gyrus and supramarginal gyrus) brain regions. The extent to which the three components of the inferior frontal gyrus, namely the pars orbitalis, triangularis, and opercularis, are differentially related to the posterior regions, namely the superior temporal gyrus and supramarginal gyrus, needs further elucidation. Information about the nature of the anterior-posterior connections would facilitate our understanding of the neural underpinnings associated with dyslexia. Adult participants (N = 38; 16 with dyslexia) took part in an MRI study, whereby high-resolution structural scans were obtained. Volumetric asymmetry of the three regions of the IFG, the superior temporal gyrus, and the supramarginal gyrus was extracted. Significant differences were found for each of the three IFG regions, such that skilled readers had a greater leftward asymmetry of the orbitalis and triangularis, and greater rightward asymmetry of the opercularis, when compared to individuals with dyslexia. Furthermore, the pars triangularis was significantly associated with leftward asymmetry of the superior temporal gyrus for skilled but not dyslexic participants. For individuals with dyslexia, the cortical asymmetry of the IFG, and the corresponding connections with other reading-related brain regions, is inherently different from skilled readers. We discuss our findings in the context of the print-to-speech framework to further our understanding of the neural underpinnings associated with dyslexia.
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Affiliation(s)
- Kelly Nisbet
- Communication Sciences and Disorders, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Avary Kostiw
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Thi Kim Truc Huynh
- Psychology, Faculty of Science, University of Alberta, Edmonton, Alberta, Canada
| | - Sukhmani Kaur Saggu
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Dev Patel
- Psychology, Faculty of Science, University of Alberta, Edmonton, Alberta, Canada
| | - Jacqueline Cummine
- Communication Sciences and Disorders, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, Alberta, Canada
- Neuroscience and Mental Health Institute, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Le Cunff AL, Dommett E, Giampietro V. Neurophysiological measures and correlates of cognitive load in attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD) and dyslexia: A scoping review and research recommendations. Eur J Neurosci 2024; 59:256-282. [PMID: 38109476 DOI: 10.1111/ejn.16201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 10/27/2023] [Accepted: 11/06/2023] [Indexed: 12/20/2023]
Abstract
Working memory is integral to a range of critical cognitive functions such as reasoning and decision-making. Although alterations in working memory have been observed in neurodivergent populations, there has been no review mapping how cognitive load is measured in common neurodevelopmental conditions such as attention-deficit/hyperactivity disorder (ADHD), autism spectrum disorder (ASD) and dyslexia. This scoping review explores the neurophysiological measures used to study cognitive load in these specific populations. Our findings highlight that electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) are the most frequently used methods, with a limited number of studies employing functional near-infrared spectroscopy (fNIRs), magnetoencephalography (MEG) or eye-tracking. Notably, eye-related measures are less commonly used, despite their prominence in cognitive load research among neurotypical individuals. The review also highlights potential correlates of cognitive load, such as neural oscillations in the theta and alpha ranges for EEG studies, blood oxygenation level-dependent (BOLD) responses in lateral and medial frontal brain regions for fMRI and fNIRS studies and eye-related measures such as pupil dilation and blink rate. Finally, critical issues for future studies are discussed, including the technical challenges associated with multimodal approaches, the possible impact of atypical features on cognitive load measures and balancing data richness with participant well-being. These insights contribute to a more nuanced understanding of cognitive load measurement in neurodivergent populations and point to important methodological considerations for future neuroscientific research in this area.
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Affiliation(s)
- Anne-Laure Le Cunff
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Eleanor Dommett
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
| | - Vincent Giampietro
- Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, UK
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Zhao J, Zhao Y, Song Z, Thiebaut de Schotten M, Altarelli I, Ramus F. Adaptive compensation of arcuate fasciculus lateralization in developmental dyslexia. Cortex 2023; 167:1-11. [PMID: 37515830 DOI: 10.1016/j.cortex.2023.05.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Revised: 01/28/2023] [Accepted: 05/17/2023] [Indexed: 07/31/2023]
Abstract
Previous studies have reported anomalies in the arcuate fasciculus (AF) lateralization in developmental dyslexia (DD). Still, the relationship between AF lateralization and literacy skills in DD remains largely unknown. The purpose of our study is to investigate the relationship between lateralization of three segments of AF (AF anterior segment (AFAS), AF long segment (AFLS), and AF posterior segment (AFPS)) and literacy skills in DD. A total of 26 children with dyslexia and 31 age-matched control children were included in this study. High angular diffusion imaging, combined with spherical deconvolution tractography, was used to reconstruct the AF. Connectivity measures of hindrance-modulated orientational anisotropy (HMOA) were computed for each of the three segments of the AF. The lateralization index (LI) of each AF segment was calculated by (right HMOA - left HMOA)/(right HMOA + left HMOA). Results showed that the LIs of AFAS and AFLS were positively correlated with reading accuracy in children with dyslexia. Specifically, the LI of AFAS was positively correlated with nonword and meaningless text reading accuracy, while the LI of AFLS accounted for word reading accuracy. The results suggest adaptive compensation of arcuate fasciculus lateralization in developmental dyslexia and functional dissociation of the anterior segment and long segment in the compensation.
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Affiliation(s)
- Jingjing Zhao
- School of Psychology, Shaanxi Normal University and Shaanxi Provincial Key Laboratory of Behavior and Cognitive Neuroscience, Xi'an, China.
| | - Yueye Zhao
- School of Psychology, Shaanxi Normal University and Shaanxi Provincial Key Laboratory of Behavior and Cognitive Neuroscience, Xi'an, China
| | - Zujun Song
- School of Psychology, Shaanxi Normal University and Shaanxi Provincial Key Laboratory of Behavior and Cognitive Neuroscience, Xi'an, China
| | - Michel Thiebaut de Schotten
- Institut des Maladies Neurodégénératives-UMR5293, CNRS, CEA, University of Bordeaux, Bordeaux, France; Brain Connectivity and Behavior Laboratory, Sorbonne Universities, Paris, France
| | - Irene Altarelli
- LaPsyDÉ Laboratory (UMR 8240), Université Paris Cité, Paris, France
| | - Franck Ramus
- Laboratoire de Sciences Cognitives et Psycholinguistique (ENS, EHESS, CNRS), Département D'Etudes Cognitives, Ecole Normale Supérieure, PSL University, Paris, France.
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Ramezani M, Behzadipour S, Fawcett AJ, Joghataei MT. Verbal Working Memory-Balance program training alters the left fusiform gyrus resting-state functional connectivity: A randomized clinical trial study on children with dyslexia. Dyslexia 2023; 29:264-285. [PMID: 37337459 DOI: 10.1002/dys.1747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 05/15/2023] [Accepted: 06/06/2023] [Indexed: 06/21/2023]
Abstract
Sufficient activation of the left fusiform gyrus is important in reading ability acquisition due to its role in reading and naming, working memory (WM), and balance tasks. Recently, a newly-designed training program, Verbal Working Memory-Balance (VWM-B), has been evaluated on children with dyslexia, and its positive effects were shown on reading ability, WM capacity, and postural control. In the present study, we aimed to estimate the functional connectivity alterations of the left fusiform gyrus following training by the VWM-B. Before and after 15 sessions of training, the fMRI and other tools data were collected on a sample of children with dyslexia, who were allocated into two control and experiment groups. Data analyses showed the increased functional connectivity of the left fusiform gyrus between the left anterior temporal fusiform cortex, left and right Crus II regions of the cerebellum, and the left middle frontal gyrus. Moreover, VWM-B training significantly improved the reading and naming ability, WM capacity, and postural control of participants in the experiment group in comparison to the control. The current study findings emphasize the critical role of the left fusiform gyrus in reading ability. Moreover, it provides evidence to support the existence of cerebellar deficits in dyslexia.
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Affiliation(s)
- Mehdi Ramezani
- Nursing and Midwifery Care Research Center, Iran University of Medical Sciences, Tehran, Iran
- Department of Neuroscience, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Saeed Behzadipour
- Mechanical Engineering Department, Sharif University of Technology, Tehran, Iran
- Djawad Movafaghian Research Center in Neuro-rehabilitation Technologies, Sharif University of Technology, Tehran, Iran
| | | | - Mohammad Taghi Joghataei
- Department of Neuroscience, Faculty of Advanced Technologies in Medicine, Iran University of Medical Sciences, Tehran, Iran
- Cellular and Molecular Research Center, Iran University of Medical Sciences, Tehran, Iran
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Greenwood P, Hutton J, Dudley J, DiFrancesco M, Farah R, Altaye M, Horowitz-Kraus T. Maternal education as an environmental factor related to reading in children with reading difficulties: A functional magnetic resonance imaging study. Dyslexia 2023; 29:217-234. [PMID: 37264693 DOI: 10.1002/dys.1744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 04/29/2023] [Accepted: 05/18/2023] [Indexed: 06/03/2023]
Abstract
The expanded simple view of reading (SVR) model suggests that word decoding, language comprehension and executive functions are necessary for reading comprehension. Children with reading difficulties (RDs) often have deficits in critical components of reading established in the expanded SVR model and alterations in brain function of reading-related regions. Maternal education could provide children with advantageous educational opportunities or resources that support reading acquisition. The primary goal of this study was to examine the contributions of maternal education to the behavioural and neurobiological correlates of the expanded SVR model. Seventy-two 8- to 12-year-old children with RDs and typical readers (TRs) completed reading, behavioural and an functional magnetic resonance imaging stories-listening task to determine the functional connectivity of the receptive language network to the whole brain in association with maternal education. Higher maternal education was associated with better vocabulary in children with RDs and positive functional connectivity between the receptive language network and regions related to visual processing in children with RDs versus TRs. These data suggest that maternal education supports the ability to comprehend oral language and engagement of neural networks that support imagination/visualization in children with RDs.
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Affiliation(s)
- Paige Greenwood
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - John Hutton
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Jonathan Dudley
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Mark DiFrancesco
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Rola Farah
- Educational Neuroimaging Group, Faculty of Education in Science and Technology, Faculty of Biomedical Engineering, Technion, Israel Institute of Technology, Haifa, Israel
| | - Mekibib Altaye
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Imaging Research Center, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Tzipi Horowitz-Kraus
- Educational Neuroimaging Group, Faculty of Education in Science and Technology, Faculty of Biomedical Engineering, Technion, Israel Institute of Technology, Haifa, Israel
- Kennedy Krieger Institute, Baltimore, Maryland, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
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Feng G, Yan X, Shen L, Perkins K, Mao J, Wu Y, Shi L, Cao F. Distinct neural correlates of poor decoding and poor comprehension in children with reading disability. Cereb Cortex 2023; 33:3239-3254. [PMID: 35848850 DOI: 10.1093/cercor/bhac272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 06/09/2022] [Accepted: 06/11/2022] [Indexed: 11/13/2022] Open
Abstract
Reading disability (RD) can manifest itself as a word decoding problem or a reading comprehension problem. In the current study, we identified 3 subtypes of RD: poor decoders (PD), poor comprehenders (PC), and poor-in-both (PB). We found that PD had greater deficits in meta-linguistic skills such as phonological awareness, orthographic skills, and morphological skills than PC, whereas PC had greater deficits in listening comprehension than PD. In the brain, we also found different patterns of deficits during an auditory rhyming judgment task using functional magnetic resonance imaging. PD showed less activation than PC and age controls in the left dorsal inferior frontal gyrus (IFG) and pre-supplementary motor area (SMA), brain activation of which was correlated with phonological awareness and working memory. In contrast, PC showed less activation in the left fusiform gyrus than PD and age controls, which was correlated with reading comprehension fluency and morphological skill. Last, PB showed both PD's and PC's deficits, as well as additional deficits in the bilateral lingual gyri. Our findings contribute to revealing different neural signatures of poor decoding and poor comprehension, which are distinct disorders but co-occur very often. These findings implicate possibility and necessity of precise diagnosis and individualized intervention.
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Affiliation(s)
- Guoyan Feng
- Department of Psychology, Sun Yat-Sen University, 132 East Outer Ring Road, University Town, Panyu Ddiatrict, Guangzhou, 510006, China
- School of Management, Guangzhou Xinhua University, 19 Huamei Road, Tianhe District, Guangzhou, 510520, China
| | - Xiaohui Yan
- School of Education Science, Xinyang Normal University, 237 Nanhu Road, Xinyang, 464000, China
| | - Linling Shen
- Department of Psychology, Sun Yat-Sen University, 132 East Outer Ring Road, University Town, Panyu Ddiatrict, Guangzhou, 510006, China
| | - Kyle Perkins
- Department of Teaching and Learning, College of Arts, Sciences and Education, Florida International University (retired professor), Miami, FL 33199, USA
| | - Jiaqi Mao
- Department of Psychology, Sun Yat-Sen University, 132 East Outer Ring Road, University Town, Panyu Ddiatrict, Guangzhou, 510006, China
| | - Yu Wu
- Department of Psychology, Sun Yat-Sen University, 132 East Outer Ring Road, University Town, Panyu Ddiatrict, Guangzhou, 510006, China
| | - Liping Shi
- Department of Psychology, Sun Yat-Sen University, 132 East Outer Ring Road, University Town, Panyu Ddiatrict, Guangzhou, 510006, China
| | - Fan Cao
- Department of Psychology, the University of Hong Kong, Pokfulam Road, Hong Kong, China
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11
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Lee MM, Drury BC, McGrath LM, Stoodley CJ. Shared grey matter correlates of reading and attention. Brain Lang 2023; 237:105230. [PMID: 36731345 PMCID: PMC10153583 DOI: 10.1016/j.bandl.2023.105230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2022] [Revised: 01/13/2023] [Accepted: 01/17/2023] [Indexed: 05/04/2023]
Abstract
Disorders of reading (developmental dyslexia) and attention (ADHD) have a high rate of comorbidity (25-40%), yet little is known about the neural underpinnings of this phenomenon. The current study investigated the shared and unique neural correlates of reading and attention in 330 typically developing children ages 8-18 from the Philadelphia Neurodevelopmental Cohort. Multiple regression analyses were used to identify regions of the brain where grey matter (GM) volume was associated with reading or attention scores (p < 0.001, cluster FDR p < 0.05). Better attention scores correlated with increased GM in the precuneus and higher reading scores were associated with greater thalamic GM. An exploratory conjunction analysis (p < 0.05, k > 239) found that GM in the caudate and precuneus correlated with both reading and attention scores. These results are consistent with a recent meta-analysis which identified GM reductions in the caudate in both dyslexia and ADHD and reveal potential shared neural correlates of reading and attention.
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Affiliation(s)
- Marissa M Lee
- Department of Psychology, American University, United States; Department of Neuroscience, American University, United States
| | - Brianne C Drury
- Undergraduate Program in Neuroscience, American University, United States
| | | | - Catherine J Stoodley
- Department of Psychology, American University, United States; Department of Neuroscience, American University, United States.
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12
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Zhao J, Song Z, Zhao Y, Thiebaut de Schotten M, Altarelli I, Ramus F. White matter connectivity in uncinate fasciculus accounts for visual attention span in developmental dyslexia. Neuropsychologia 2022; 177:108414. [PMID: 36343707 DOI: 10.1016/j.neuropsychologia.2022.108414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Revised: 10/28/2022] [Accepted: 11/01/2022] [Indexed: 11/06/2022]
Abstract
The present study aimed to investigate the role of connectivity disruptions in two fiber pathways, the uncinate fasciculus (UF) and the frontal aslant tract (FAT), in developmental dyslexia and determine the relationship between the connectivity of these pathways and behavioral performance in children with dyslexia. A total of 26 French children with dyslexia and 31 age-matched control children were included. Spherical deconvolution tractography was used to reconstruct the two fiber pathways. Hindrance-modulated oriented anisotropy (HMOA) was used to measure the connectivity of each fiber pathway in both hemispheres. Only boys with dyslexia showed reduced HMOA in the UF compared to control boys. Furthermore, HMOA of the UF correlated with individual differences in the visual attention span in participants with dyslexia. All significant results found in HMOA of the UF were verified in fractional anisotropy (FA) of the UF using standard diffusion imaging model. This study suggests a differential sex effect on the connectivity disruption in the UF in developmental dyslexia. It also indicates that the UF may play an essential role in the visual attention span deficit in developmental dyslexia.
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Affiliation(s)
- Jingjing Zhao
- School of Psychology, Shaanxi Normal University, Xi'an, China.
| | - Zujun Song
- School of Psychology, Shaanxi Normal University, Xi'an, China
| | - Yueye Zhao
- School of Psychology, Shaanxi Normal University, Xi'an, China
| | - Michel Thiebaut de Schotten
- Institut des Maladies Neurodégénératives-UMR5293, CNRS, CEA, University of Bordeaux, Bordeaux, France; Brain Connectivity and Behavior Laboratory, Sorbonne Universities, Paris, France
| | - Irene Altarelli
- LaPsyDÉ Laboratory (UMR 8240), Université Paris Cité, Paris, France
| | - Franck Ramus
- Laboratoire de Sciences Cognitives et Psycholinguistique (ENS, EHESS, CNRS), Département D'Etudes Cognitives, Ecole Normale Supérieure, PSL University, Paris, France.
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13
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Wu Y, Feng G, Yan X, Perkins K, Liu L, Yan X, Cao F. Reduced pattern similarity in brain activation during orthographic processing in children with developmental dyslexia. Brain Lang 2022; 235:105201. [PMID: 36368117 DOI: 10.1016/j.bandl.2022.105201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 06/22/2022] [Accepted: 11/02/2022] [Indexed: 06/16/2023]
Abstract
Intra-individual variability of neural response has been found to be negatively associated with cognitive proficiency and automaticity. However, whether developmental dyslexia (DD) is marked by greater intra-individual neural variability remains unclear. Using a multivariate approach and dual-control group design, the current study aims to examine whether the pattern similarity of brain activation during a visual spelling task is abnormal in children with DD compared to age control and reading control children. We found that there was reduced intra-subject pattern similarity at the left occipito-temporal regions in children with DD than both control groups, suggesting a neural signature of DD. Furthermore, we found that pattern similarity was positively associated with stability of reaction time and reading fluency in both children with DD and typical control children, suggesting that neural stability supports behavioral stability and automaticity during reading.
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Affiliation(s)
- Yu Wu
- Department of Psychology, Sun Yat-sen University, Guangzhou, GD 510006, China
| | - Guoyan Feng
- Department of Psychology, Sun Yat-sen University, Guangzhou, GD 510006, China; School of Management, Guangzhou Xinhua University, Guangzhou, GD 510520, China
| | - Xiaohui Yan
- School of Education Science, Xinyang Normal University, Xinyang, HN 464000, China
| | - Kyle Perkins
- Department of Teaching and Learning, College of Arts, Sciences and Education, Florida International University, Miami, FL 33199, USA
| | - Lanfang Liu
- Department of Psychology, Sun Yat-sen University, Guangzhou, GD 510006, China
| | - Xin Yan
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI 48824, USA
| | - Fan Cao
- Department of Psychology, University of Hong Kong, Hong Kong, China; The State Key Laboratory of Brain and Cognitive Sciences, University of Hong Kong.
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14
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Liu YF, Qian Y, Bi HY. Visual motion processing in Chinese children with developmental dyslexia: An fMRI study. Dyslexia 2022; 28:431-447. [PMID: 36329601 DOI: 10.1002/dys.1726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 06/30/2022] [Accepted: 07/21/2022] [Indexed: 06/16/2023]
Abstract
Dorsal stream is an important pathway for visual information transmission. As a part of the dorsal pathway, the middle temporal visual motion areas (V5/MT+) are mainly responsible for visual motion processing and the ability of visual motion processing is closely related to reading. Compared with alphabetic scripts, the visual structure of Chinese characters is more complex and there are no clear grapheme-phoneme correspondence rules. So the ability of visual analysis plays an important role in Chinese character processing. This study first investigated the brain activation of Chinese dyslexic children and children of the same chronological age when they observed coherent motion stimuli. ROI analysis indicated that only the activation of left V5/MT+ was significantly weaker in dyslexics than that in the control group. The activity of the magnocellular-dorsal stream was closely related to orthographic awareness in the combined data (two groups) and the typical children. In dyslexia group, the stronger the activation of V5/MT+ was, the worse the phonological awareness, rapid naming performance and orthographic awareness were. In short, Chinese dyslexic children were deficient in the activation of the left V5/MT+ and the activity of the magnocellular-dorsal pathway was closely related to orthographic awareness in Chinese pupils.
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Affiliation(s)
- Yu-Fei Liu
- CAS Key Laboratory of Behavioral Science, Center for Brain Science and Learning Difficulties, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
- China Textile and Apparel Press, Beijing, China
| | - Yi Qian
- CAS Key Laboratory of Behavioral Science, Center for Brain Science and Learning Difficulties, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
- Wuxi Institute of Technology, Wuxi, China
| | - Hong-Yan Bi
- CAS Key Laboratory of Behavioral Science, Center for Brain Science and Learning Difficulties, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
- Department of Psychology, University of Chinese Academy of Sciences, Beijing, China
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15
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Yu X, Ferradal S, Dunstan J, Carruthers C, Sanfilippo J, Zuk J, Zöllei L, Gagoski B, Ou Y, Grant PE, Gaab N. Patterns of Neural Functional Connectivity in Infants at Familial Risk of Developmental Dyslexia. JAMA Netw Open 2022; 5:e2236102. [PMID: 36301547 PMCID: PMC9614583 DOI: 10.1001/jamanetworkopen.2022.36102] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Accepted: 08/23/2022] [Indexed: 11/14/2022] Open
Abstract
Importance Developmental dyslexia is a heritable learning disability affecting 7% to 10% of the general population and can have detrimental impacts on mental health and vocational potential. Individuals with dyslexia show altered functional organization of the language and reading neural networks; however, it remains unknown how early in life these neural network alterations might emerge. Objective To determine whether the early emergence of large-scale neural functional connectivity (FC) underlying long-term language and reading development is altered in infants with a familial history of dyslexia (FHD). Design, Setting, and Participants This cohort study included infants recruited at Boston Children's Hospital between May 2011 and February 2019. Participants underwent structural and resting-state functional magnetic resonance imaging in the Department of Radiology at Boston Children's Hospital. Infants with FHD were matched with infants without FHD based on age and sex. Data were analyzed from April 2019 to June 2021. Exposures FHD was defined as having at least 1 first-degree relative with a dyslexia diagnosis or documented reading difficulties. Main Outcomes and Measures Whole-brain FC patterns associated with 20 predefined cerebral regions important for long-term language and reading development were computed for each infant. Multivariate pattern analyses were applied to identify specific FC patterns that differentiated between infants with vs without FHD. For classification performance estimates, 99% CIs were calculated as the classification accuracy minus chance level. Results A total of 98 infants (mean [SD] age, 8.5 [2.3] months; 51 [52.0%] girls) were analyzed, including 35 infants with FHD and 63 infants without FHD. Multivariate pattern analyses identified distinct FC patterns between infants with vs without FHD in the left fusiform gyrus (classification accuracy, 0.55 [99% CI, 0.046-0.062]; corrected P < .001; Cohen d = 0.76). Connections linking left fusiform gyrus to regions in the frontal and parietal language and attention networks were among the paths with the highest contributions to the classification performance. Conclusions and Relevance These findings suggest that on the group level, FHD was associated with an early onset of atypical FC of regions important for subsequent word form recognition during reading acquisition. Longitudinal studies linking the atypical functional network and school-age reading abilities will be essential to further elucidate the ontogenetic mechanisms underlying the development of dyslexia.
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Affiliation(s)
- Xi Yu
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China
- Fetal Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, Massachusetts
| | - Silvina Ferradal
- Department of Intelligent Systems Engineering, Indiana University, Bloomington
| | - Jade Dunstan
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Clarisa Carruthers
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Joseph Sanfilippo
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children’s Hospital, Boston, Massachusetts
| | - Jennifer Zuk
- Department of Speech, Language & Hearing Sciences, Boston University, Boston, Massachusetts
| | - Lilla Zöllei
- A.A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston
| | - Borjan Gagoski
- Fetal Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, Massachusetts
- Department of Radiology, Boston Children’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Yangming Ou
- Fetal Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, Massachusetts
- Department of Radiology, Boston Children’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - P. Ellen Grant
- Fetal Neonatal Neuroimaging and Developmental Science Center, Boston Children’s Hospital, Boston, Massachusetts
- Department of Radiology, Boston Children’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Nadine Gaab
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of Medicine, Boston Children’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
- Harvard Graduate School of Education, Cambridge, Massachusetts
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16
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Marks RA, Eggleston RL, Sun X, Yu CL, Zhang K, Nickerson N, Hu XS, Kovelman I. The neurocognitive basis of morphological processing in typical and impaired readers. Ann Dyslexia 2022; 72:361-383. [PMID: 34255265 PMCID: PMC9663212 DOI: 10.1007/s11881-021-00239-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 06/21/2021] [Indexed: 06/13/2023]
Abstract
Morphological awareness, or sensitivity to units of meaning, is an essential component of reading comprehension development. Current neurobiological models of reading and dyslexia have largely been built upon phonological processing models, yet reading for meaning is as essential as reading for sound. To fill this gap, the present study explores the relation between children's neural organization for morphological awareness and successful reading comprehension in typically developing and impaired readers. English-speaking children ages 6-11 (N = 97; mean age = 8.6 years, 25% reading impaired) completed standard literacy assessments as well as an auditory morphological awareness task during functional near-infrared spectroscopy (fNIRS) neuroimaging, which included root (e.g., PERSON + al) and derivational (e.g., quick + LY) morphology. Regression analyses revealed that children's morphological awareness predicted unique variance in reading comprehension above and beyond demographic factors, vocabulary knowledge, and decoding ability. Neuroimaging analyses further revealed that children with stronger reading comprehension showed greater engagement of brain regions associated with integrating sound and meaning, including left inferior frontal, middle temporal, and inferior parietal regions. This effect was especially notable for the derivational morphology condition that involved manipulating more analytically demanding and semantically abstract units (e.g., un-, -ly, -ion). Together, these findings suggest that successful reading comprehension, and its deficit in dyslexia, may be related to the ability to manipulate morpho-phonological units of word meaning and structure. These results inform theoretical perspectives on literacy and children's neural architecture for learning to read.
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Affiliation(s)
- Rebecca A Marks
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA.
| | - Rachel L Eggleston
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Xin Sun
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Chi-Lin Yu
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Kehui Zhang
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Nia Nickerson
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Xiao-Su Hu
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
- Department of Biologic and Materials Sciences & Prosthodontics, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Ioulia Kovelman
- Department of Psychology, University of Michigan, Ann Arbor, MI, 48109, USA
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17
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Meisler SL, Gabrieli JDE. A Large-Scale Investigation of White Matter Microstructural Associations with Reading Ability. Neuroimage 2022; 249:118909. [PMID: 35033675 PMCID: PMC8919267 DOI: 10.1016/j.neuroimage.2022.118909] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 01/05/2022] [Accepted: 01/12/2022] [Indexed: 01/18/2023] Open
Abstract
Reading involves the functioning of a widely distributed brain network,
and white matter tracts are responsible for transmitting information between
constituent network nodes. Several studies have analyzed fiber bundle
microstructural properties to shed insights into the neural basis of reading
abilities and disabilities. Findings have been inconsistent, potentially due to
small sample sizes and varying methodology. To address this, we analyzed a large
data set of 686 children ages 5–18 using state-of-the-art neuroimaging
acquisitions and processing techniques. We searched for associations between
fractional anisotropy (FA) and single-word and single-nonword reading skills in
children with diverse reading abilities across multiple tracts previously
thought to contribute to reading. We also looked for group differences in tract
FA between typically reading children and children with reading disabilities. FA
of the white matter increased with age across all participants. There were no
significant correlations between overall reading abilities and tract FAs across
all children, and no significant group differences in tract FA between children
with and without reading disabilities. There were associations between FA and
nonword reading ability in older children (ages 9 and above). Higher FA in the
right superior longitudinal fasciculus (SLF) and left inferior cerebellar
peduncle (ICP) correlated with better nonword reading skills. These results
suggest that letter-sound correspondence skills, as measured by nonword reading,
are associated with greater white matter coherence among older children in these
two tracts, as indexed by higher FA.
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Affiliation(s)
- Steven L Meisler
- Program in Speech and Hearing Bioscience and Technology, Harvard University, 43 Vassar Street, Bldg. 46, Room 4033 Cambridge, MA, 02139, USA.
| | - John D E Gabrieli
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, 43 Vassar Street, Bldg. 46, Room 4033 Cambridge, MA, 02139, USA.
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18
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Xia Z, Wang C, Hancock R, Vandermosten M, Hoeft F. Development of thalamus mediates paternal age effect on offspring reading: A preliminary investigation. Hum Brain Mapp 2021; 42:4580-4596. [PMID: 34219304 PMCID: PMC8410543 DOI: 10.1002/hbm.25567] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2020] [Revised: 05/31/2021] [Accepted: 06/13/2021] [Indexed: 12/20/2022] Open
Abstract
The importance of (inherited) genetic impact in reading development is well established. De novo mutation is another important contributor that is recently gathering interest as a major liability of neurodevelopmental disorders, but has been neglected in reading research to date. Paternal age at childbirth (PatAGE) is known as the most prominent risk factor for de novo mutation, which has been repeatedly shown by molecular genetic studies. As one of the first efforts, we performed a preliminary investigation of the relationship between PatAGE, offspring's reading, and brain structure in a longitudinal neuroimaging study following 51 children from kindergarten through third grade. The results showed that greater PatAGE was significantly associated with worse reading, explaining an additional 9.5% of the variance after controlling for a number of confounds-including familial factors and cognitive-linguistic reading precursors. Moreover, this effect was mediated by volumetric maturation of the left posterior thalamus from ages 5 to 8. Complementary analyses indicated the PatAGE-related thalamic region was most likely located in the pulvinar nuclei and related to the dorsal attention network by using brain atlases, public datasets, and offspring's diffusion imaging data. Altogether, these findings provide novel insights into neurocognitive mechanisms underlying the PatAGE effect on reading acquisition during its earliest phase and suggest promising areas of future research.
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Affiliation(s)
- Zhichao Xia
- Department of Psychiatry and Weill Institute for NeurosciencesUniversity of CaliforniaSan FranciscoCaliforniaUSA
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain ResearchBeijing Normal UniversityBeijingChina
- School of Systems ScienceBeijing Normal UniversityBeijingChina
| | - Cheng Wang
- Department of Psychiatry and Weill Institute for NeurosciencesUniversity of CaliforniaSan FranciscoCaliforniaUSA
| | - Roeland Hancock
- Department of Psychological Sciences and Brain Imaging Research CenterUniversity of ConnecticutStorrsConnecticutUSA
| | - Maaike Vandermosten
- Department of Psychiatry and Weill Institute for NeurosciencesUniversity of CaliforniaSan FranciscoCaliforniaUSA
- Department of NeuroscienceExperimental ORL, KU LeuvenLeuvenBelgium
| | - Fumiko Hoeft
- Department of Psychiatry and Weill Institute for NeurosciencesUniversity of CaliforniaSan FranciscoCaliforniaUSA
- Department of Psychological Sciences and Brain Imaging Research CenterUniversity of ConnecticutStorrsConnecticutUSA
- Haskins LaboratoriesNew HavenConnecticutUSA
- Department of NeuropsychiatryKeio University School of MedicineShinjuku‐kuTokyoJapan
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19
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Yan X, Jiang K, Li H, Wang Z, Perkins K, Cao F. Convergent and divergent brain structural and functional abnormalities associated with developmental dyslexia. eLife 2021; 10:e69523. [PMID: 34569931 PMCID: PMC8497057 DOI: 10.7554/elife.69523] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2021] [Accepted: 09/24/2021] [Indexed: 01/18/2023] Open
Abstract
Brain abnormalities in the reading network have been repeatedly reported in individuals with developmental dyslexia (DD); however, it is still not totally understood where the structural and functional abnormalities are consistent/inconsistent across languages. In the current multimodal meta-analysis, we found convergent structural and functional alterations in the left superior temporal gyrus across languages, suggesting a neural signature of DD. We found greater reduction in grey matter volume and brain activation in the left inferior frontal gyrus in morpho-syllabic languages (e.g. Chinese) than in alphabetic languages, and greater reduction in brain activation in the left middle temporal gyrus and fusiform gyrus in alphabetic languages than in morpho-syllabic languages. These language differences are explained as consequences of being DD while learning a specific language. In addition, we also found brain regions that showed increased grey matter volume and brain activation, presumably suggesting compensations and brain regions that showed inconsistent alterations in brain structure and function. Our study provides important insights about the etiology of DD from a cross-linguistic perspective with considerations of consistency/inconsistency between structural and functional alterations.
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Affiliation(s)
- Xiaohui Yan
- Department of Psychology, Sun Yat-Sen UniversityGuangzhouChina
| | - Ke Jiang
- Department of Psychology, Sun Yat-Sen UniversityGuangzhouChina
| | - Hui Li
- Department of Preschool Education, Anyang Preschool Education CollegeAnyangChina
| | - Ziyi Wang
- School of Foreign Language, Jining UniversityJiningChina
| | - Kyle Perkins
- Florida International University (Retired Professor)MiamiUnited States
| | - Fan Cao
- Department of Psychology, Sun Yat-Sen UniversityGuangzhouChina
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20
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Greenwood P, Dudley J, Hutton J, DiFrancesco M, Farah R, Horowitz-Kraus T. Higher maternal education is related to negative functional connectivity between attention system networks and reading-related regions in children with reading difficulties compared to typical readers. Brain Res 2021; 1766:147532. [PMID: 34033755 PMCID: PMC8214310 DOI: 10.1016/j.brainres.2021.147532] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 04/30/2021] [Accepted: 05/17/2021] [Indexed: 11/19/2022]
Abstract
Ten to 15% of school-age children have reading difficulties (RD, or dyslexia), defined by deficits in phonological processing, fluency, and executive functions (EFs). Although RD is referred to as a genetic disorder, reading ability may also be affected by environmental factors such as inadequate exposure to literacy and a lack of parental involvement. These environmental components are a part of the socioeconomic status (SES) measure, which is defined by parental occupation, educational attainment, and household income and are positively correlated to reading ability. The goal of the current study was to relate maternal education, a construct of SES to executive functions (EFs) that relate to reading in children with RD compared to typical readers (TRs) using behavioral and neurobiological resting-state fMRI data. The results show that higher maternal education is negatively correlated to inhibitory control for TRs and not for children with RD. Higher maternal education was also associated with negative functional connectivity of the frontal-parietal network to the left central opercular cortex and left occipital gyrus for children with RD compared to TRs. These results suggest that higher maternal education has contrasting roles on the behavioral and neurobiological correlates of EFs for children with RD compared to TRs. We conclude that higher education levels for mothers may provide their children with a structured environment and educational resources that may assist their children with RD and TRs with cognitive development based on their reading profile.
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Affiliation(s)
- Paige Greenwood
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Jonathan Dudley
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - John Hutton
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Mark DiFrancesco
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Rola Farah
- Educational Neuroimaging Center, Faculty of Education in Science and Technology, Faculty of Biomedical Engineering, Technion, Haifa, Israel
| | - Tzipi Horowitz-Kraus
- Reading and Literacy Discovery Center, Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States; Educational Neuroimaging Center, Faculty of Education in Science and Technology, Faculty of Biomedical Engineering, Technion, Haifa, Israel.
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21
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Borghesani V, Wang C, Watson C, Bouhali F, Caverzasi E, Battistella G, Bogley R, Yabut NA, Deleon J, Miller ZA, Hoeft F, Mandelli ML, Gorno-Tempini ML. Functional and morphological correlates of developmental dyslexia: A multimodal investigation of the ventral occipitotemporal cortex. J Neuroimaging 2021; 31:962-972. [PMID: 34115429 PMCID: PMC10832296 DOI: 10.1111/jon.12892] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 05/03/2021] [Accepted: 05/21/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND AND PURPOSE The ventral occipitotemporal cortex (vOT) is a region crucial for reading acquisition through selective tuning to printed words. Developmental dyslexia is a disorder of reading with underlying neurobiological bases often associated with atypical neural responses to printed words. Previous studies have discovered anomalous structural development and function of the vOT in individuals with dyslexia. However, it remains unclear if or how structural abnormalities relate to functional alterations. METHODS In this study, we acquired structural, functional (words and faces processing), and diffusion MRI data from 26 children with dyslexia (average age = 10.4 ± 2.0 years) and 14 age-matched typically developing readers (average age = 10.4 ± 1.6 years). Morphological indices of local gyrification, neurite density (i.e., dendritic arborization structure), and orientation dispersion (i.e., dendritic arborization orientation) were analyzed within the vOT region that showed preferential activation in typically developing readers for words (as compared to face stimuli). RESULTS The two cohorts diverged significantly in both functional and structural measures. Compared to typically developing controls, children with dyslexia did not show selectivity for words in the left vOT (contrast: words > false fonts). This lack of tuning to printed words was associated with greater neurite dispersion heterogeneity in the dyslexia cohort, but similar neurite density. These group differences were not present in the homologous contralateral area, the right vOT. CONCLUSIONS Our findings provide new insight into the neurobiology of the lack of vOT word tuning in dyslexia by linking behavior, alterations in functional activation, and neurite organization.
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Affiliation(s)
- Valentina Borghesani
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
| | - Cheng Wang
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
| | - Christa Watson
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
| | - Florence Bouhali
- Department of Psychiatry and Behavioral Science, University of California, San Francisco, San Francisco, California, USA
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
| | - Eduardo Caverzasi
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
| | - Giovanni Battistella
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
| | - Rian Bogley
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
| | - Nicole A Yabut
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
| | - Jessica Deleon
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
| | - Zachary A Miller
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
| | - Fumiko Hoeft
- Department of Psychiatry and Behavioral Science, University of California, San Francisco, San Francisco, California, USA
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
- Department of Psychological Sciences, University of Connecticut, Mansfield, Connecticut, USA
- Brain Imaging Research Center, University of Connecticut, Mansfield, Connecticut, USA
| | - Maria Luisa Mandelli
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
| | - Maria Luisa Gorno-Tempini
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA
- Dyslexia Center, University of California, San Francisco, San Francisco, California, USA
- Department of Psychiatry and Behavioral Science, University of California, San Francisco, San Francisco, California, USA
- Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, USA
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22
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Cecil KM, Brunst KJ, Horowitz-Kraus T. Greater reading gain following intervention is associated with low magnetic resonance spectroscopy derived concentrations in the anterior cingulate cortex in children with dyslexia. Brain Res 2021; 1759:147386. [PMID: 33631208 PMCID: PMC7980091 DOI: 10.1016/j.brainres.2021.147386] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Revised: 02/15/2021] [Accepted: 02/16/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND/OBJECTIVE The "neural noise" hypothesis suggests that individuals with dyslexia have high glutamate concentrations associated with their reading challenges. Different reading intervention programs have showed low GLX (a combined measure for glutamine and glutamate obtained with in vivo magnetic resonance spectroscopy) in association with reading improvement. Several studies demonstrated improved reading and increased activation in the anterior cingulate cortex following an-executive-function (EF)-based reading intervention. The goals of the current study are two-fold: 1) to determine if the effect of the EF-based reading program extends also to the metabolite concentrations and in particular, on the GLX concentrations in the anterior cingulate cortex; 2) to expand the neural noise hypothesis in dyslexia also to neural networks supporting additional parts of the reading networks, i.e. in specific regions related to executive function skills. METHODS Children with dyslexia and typical readers were trained on the EF-based reading program. Reading ability was assessed before and after training while spectroscopy data was obtained at the end of the program. The association between change in reading scores following intervention and GLX concentrations was examined. RESULTS Greater "gains" in word reading were associated with low GLX, Glu, Cr, and NAA concentrations for children with dyslexia compared to typical readers. CONCLUSIONS These results suggest that the improvement reported following the EF-based reading intervention program also involved a low GLX concentration, as well as additional metabolites previously associated with better reading ability (Glx, Cr, NAA) which may point at the decreased neural noise, especially in the anterior cingulate cortex, as a possible mechanism for the effect of this program.
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Affiliation(s)
- Kim M Cecil
- Department of Environmental and Public Health Sciences, University of Cincinnati College of Medicine, United States; Imaging Research Center, Cincinnati Children's Hospital Medical Center, United States; Department of Radiology, University of Cincinnati College of Medicine, United States
| | - Kelly J Brunst
- Department of Environmental and Public Health Sciences, University of Cincinnati College of Medicine, United States
| | - Tzipi Horowitz-Kraus
- Educational Neuroimaging Center, Faculty of Biomedical Engineering, Faculty of Education in Science and Technology, Technicon Israel Institution of Technology, Israel; Reading and Literacy Discovery Center, United States; Division of General and Community Pediatrics, Department of Pediatrics, University of Cincinnati College of Medicine, United States.
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23
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Partanen M, Kim DHC, Rauscher A, Siegel LS, Giaschi DE. White matter but not grey matter predicts change in reading skills after intervention. Dyslexia 2021; 27:224-244. [PMID: 32959479 DOI: 10.1002/dys.1668] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Revised: 04/28/2020] [Accepted: 09/04/2020] [Indexed: 06/11/2023]
Abstract
This study examined changes in white matter microstructure and grey matter volume, cortical thickness, and cortical surface area before and after reading intervention. Participants included 22 average readers and 13 dyslexic readers (8-9 years old in third grade); the dyslexic readers were enrolled in reading intervention programs at their elementary school. Participants completed scans of diffusion tensor imaging and T1-weighted MRI before and after 3 months of instruction. An a priori region of interest (ROI) analysis was used. Dyslexic readers, compared to average readers, showed higher mean diffusivity in white matter ROIs including bilateral inferior frontal, bilateral insula, left superior temporal, and right supramarginal gyri across time points. Dyslexic readers also had thicker cortex in left fusiform and bilateral supramarginal gyri; whereas, average readers had greater surface area in right fusiform across time. There were no significant changes in white or grey matter following intervention; however, mean diffusivity in the right hemisphere was associated with reading gains over time. White matter organization in the right hemisphere predicts reading changes, and dyslexic readers may have persistent differences in white and grey matter due to ongoing reading deficits.
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Affiliation(s)
- Marita Partanen
- Department of Educational & Counselling Psychology, and Special Education, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Danny H C Kim
- B.C. Children's Hospital MRI Research Facility, B.C. Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Alexander Rauscher
- Department of Pediatrics, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Linda S Siegel
- Department of Educational & Counselling Psychology, and Special Education, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Deborah E Giaschi
- B.C. Children's Hospital MRI Research Facility, B.C. Children's Hospital Research Institute, Vancouver, British Columbia, Canada
- Department of Ophthalmology and Visual Sciences, The University of British Columbia, Vancouver, British Columbia, Canada
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24
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Usman OL, Muniyandi RC, Omar K, Mohamad M. Gaussian smoothing and modified histogram normalization methods to improve neural-biomarker interpretations for dyslexia classification mechanism. PLoS One 2021; 16:e0245579. [PMID: 33630876 PMCID: PMC7906397 DOI: 10.1371/journal.pone.0245579] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 01/05/2021] [Indexed: 11/19/2022] Open
Abstract
Achieving biologically interpretable neural-biomarkers and features from neuroimaging datasets is a challenging task in an MRI-based dyslexia study. This challenge becomes more pronounced when the needed MRI datasets are collected from multiple heterogeneous sources with inconsistent scanner settings. This study presents a method of improving the biological interpretation of dyslexia's neural-biomarkers from MRI datasets sourced from publicly available open databases. The proposed system utilized a modified histogram normalization (MHN) method to improve dyslexia neural-biomarker interpretations by mapping the pixels' intensities of low-quality input neuroimages to range between the low-intensity region of interest (ROIlow) and high-intensity region of interest (ROIhigh) of the high-quality image. This was achieved after initial image smoothing using the Gaussian filter method with an isotropic kernel of size 4mm. The performance of the proposed smoothing and normalization methods was evaluated based on three image post-processing experiments: ROI segmentation, gray matter (GM) tissues volume estimations, and deep learning (DL) classifications using Computational Anatomy Toolbox (CAT12) and pre-trained models in a MATLAB working environment. The three experiments were preceded by some pre-processing tasks such as image resizing, labelling, patching, and non-rigid registration. Our results showed that the best smoothing was achieved at a scale value, σ = 1.25 with a 0.9% increment in the peak-signal-to-noise ratio (PSNR). Results from the three image post-processing experiments confirmed the efficacy of the proposed methods. Evidence emanating from our analysis showed that using the proposed MHN and Gaussian smoothing methods can improve comparability of image features and neural-biomarkers of dyslexia with a statistically significantly high disc similarity coefficient (DSC) index, low mean square error (MSE), and improved tissue volume estimations. After 10 repeated 10-fold cross-validation, the highest accuracy achieved by DL models is 94.7% at a 95% confidence interval (CI) level. Finally, our finding confirmed that the proposed MHN method significantly outperformed the normalization method of the state-of-the-art histogram matching.
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Affiliation(s)
- Opeyemi Lateef Usman
- Faculty of Information Science and Technology, Research Centre for Cyber Security, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia
- Department of Computer Science, Tai Solarin University of Education, Ijebu-Ode, Ogun State, Nigeria
| | - Ravie Chandren Muniyandi
- Faculty of Information Science and Technology, Research Centre for Cyber Security, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia
| | - Khairuddin Omar
- Faculty of Information Science and Technology, Research Centre for Artificial Intelligence Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia
| | - Mazlyfarina Mohamad
- Faculty of Health Sciences, Center for Diagnostic, Therapeutic and Investigative Studies, Universiti Kebangsaan Malaysia, Jalan Raja Muda Abdul Aziz, Kuala Lumpur, Malaysia
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25
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Zahia S, Garcia-Zapirain B, Saralegui I, Fernandez-Ruanova B. Dyslexia detection using 3D convolutional neural networks and functional magnetic resonance imaging. Comput Methods Programs Biomed 2020; 197:105726. [PMID: 32916543 DOI: 10.1016/j.cmpb.2020.105726] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Accepted: 08/22/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND AND OBJECTIVES Dyslexia is a disorder of neurological origin which affects the learning of those who suffer from it, mainly children, and causes difficulty in reading and writing. When undiagnosed, dyslexia leads to intimidation and frustration of the affected children and also of their family circles. In case no early intervention is given, children may reach high school with serious achievement gaps. Hence, early detection and intervention services for dyslexic students are highly important and recommended in order to support children in developing a positive self-esteem and reaching their maximum academic capacities. This paper presents a new approach for automatic recognition of children with dyslexia using functional magnetic resonance Imaging. METHODS Our proposed system is composed of a sequence of preprocessing steps to retrieve the brain activation areas during three different reading tasks. Conversion to Nifti volumes, adjustment of head motion, normalization and smoothing transformations were performed on the fMRI scans in order to bring all the subject brains into one single model which will enable voxels comparison between each subject. Subsequently, using Statistical Parametric Maps (SPMs), a total of 165 3D volumes containing brain activation of 55 children were created. The classification of these volumes was handled using three parallel 3D Convolutional Neural Network (3D CNN), each corresponding to a brain activation during one reading task, and concatenated in the last two dense layers, forming a single architecture devoted to performing optimized detection of dyslexic brain activation. Additionally, we used 4-fold cross validation method in order to assess the generalizability of our model and control overfitting. RESULTS Our approach has achieved an overall average classification accuracy of 72.73%, sensitivity of 75%, specificity of 71.43%, precision of 60% and an F1-score of 67% in dyslexia detection. CONCLUSIONS The proposed system has demonstrated that the recognition of dyslexic children is feasible using deep learning and functional magnetic resonance Imaging when performing phonological and orthographic reading tasks.
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Affiliation(s)
- Sofia Zahia
- eVida research laboratory, University of Deusto, Bilbao 48007, Spain.
| | | | - Ibone Saralegui
- Department of Neuroradiology, Osatek, Biocruces-Bizkaia; Galdakao-Usansolo Hospital / Osakidetza, Galdakao 48960, Spain
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26
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Brem S, Maurer U, Kronbichler M, Schurz M, Richlan F, Blau V, Reithler J, van der Mark S, Schulz E, Bucher K, Moll K, Landerl K, Martin E, Goebel R, Schulte-Körne G, Blomert L, Wimmer H, Brandeis D. Visual word form processing deficits driven by severity of reading impairments in children with developmental dyslexia. Sci Rep 2020; 10:18728. [PMID: 33127943 PMCID: PMC7603304 DOI: 10.1038/s41598-020-75111-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 09/23/2020] [Indexed: 12/25/2022] Open
Abstract
The visual word form area (VWFA) in the left ventral occipito-temporal (vOT) cortex is key to fluent reading in children and adults. Diminished VWFA activation during print processing tasks is a common finding in subjects with severe reading problems. Here, we report fMRI data from a multicentre study with 140 children in primary school (7.9-12.2 years; 55 children with dyslexia, 73 typical readers, 12 intermediate readers). All performed a semantic task on visually presented words and a matched control task on symbol strings. With this large group of children, including the entire spectrum from severely impaired to highly fluent readers, we aimed to clarify the association of reading fluency and left vOT activation during visual word processing. The results of this study confirm reduced word-sensitive activation within the left vOT in children with dyslexia. Interestingly, the association of reading skills and left vOT activation was especially strong and spatially extended in children with dyslexia. Thus, deficits in basic visual word form processing increase with the severity of reading disability but seem only weakly associated with fluency within the typical reading range suggesting a linear dependence of reading scores with VFWA activation only in the poorest readers.
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Affiliation(s)
- S Brem
- Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric Hospital, University of Zurich, Neumuensterallee 9, 8032, Zurich, Switzerland.
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland.
| | - U Maurer
- Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric Hospital, University of Zurich, Neumuensterallee 9, 8032, Zurich, Switzerland
- Department of Psychology, The Chinese University of Hong Kong, Hong Kong, China
- Brain and Mind Institute, The Chinese University of Hong Kong, Hong Kong, China
| | - M Kronbichler
- Centre for Cognitive Neuroscience and Department of Psychology, University of Salzburg, Salzburg, Austria
- Neuroscience Institute, Christian Doppler Clinic, Paracelsus Medical University, Salzburg, Austria
| | - M Schurz
- Centre for Cognitive Neuroscience and Department of Psychology, University of Salzburg, Salzburg, Austria
| | - F Richlan
- Centre for Cognitive Neuroscience and Department of Psychology, University of Salzburg, Salzburg, Austria
| | - V Blau
- Cognitive Neuroscience Department, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Maastricht Brain Imaging Center (M-BIC), Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - J Reithler
- Cognitive Neuroscience Department, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Maastricht Brain Imaging Center (M-BIC), Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - S van der Mark
- MR-Center, University Children's Hospital, University of Zürich, Zurich, Switzerland
| | - E Schulz
- Department of Neurology, Ludwig-Maximilians-Universität München, Munich, Germany
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig-Maximilians-University Munich, Munich, Germany
| | - K Bucher
- MR-Center, University Children's Hospital, University of Zürich, Zurich, Switzerland
| | - K Moll
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig-Maximilians-University Munich, Munich, Germany
| | - K Landerl
- Department of Psychology, University of Salzburg, Salzburg, Austria
- Institute of Psychology, University of Graz, Graz, Austria
| | - E Martin
- MR-Center, University Children's Hospital, University of Zürich, Zurich, Switzerland
| | - R Goebel
- Cognitive Neuroscience Department, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Maastricht Brain Imaging Center (M-BIC), Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - G Schulte-Körne
- Department of Child and Adolescent Psychiatry, Psychosomatics, and Psychotherapy, University Hospital, Ludwig-Maximilians-University Munich, Munich, Germany
| | - L Blomert
- Cognitive Neuroscience Department, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
- Maastricht Brain Imaging Center (M-BIC), Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - H Wimmer
- Centre for Cognitive Neuroscience and Department of Psychology, University of Salzburg, Salzburg, Austria
| | - D Brandeis
- Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric Hospital, University of Zurich, Neumuensterallee 9, 8032, Zurich, Switzerland
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland
- Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
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Yu X, Zuk J, Perdue MV, Ozernov‐Palchik O, Raney T, Beach SD, Norton ES, Ou Y, Gabrieli JDE, Gaab N. Putative protective neural mechanisms in prereaders with a family history of dyslexia who subsequently develop typical reading skills. Hum Brain Mapp 2020; 41:2827-2845. [PMID: 32166830 PMCID: PMC7294063 DOI: 10.1002/hbm.24980] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 01/18/2020] [Accepted: 02/26/2020] [Indexed: 01/16/2023] Open
Abstract
Developmental dyslexia affects 40-60% of children with a familial risk (FHD+) compared to a general prevalence of 5-10%. Despite the increased risk, about half of FHD+ children develop typical reading abilities (FHD+Typical). Yet the underlying neural characteristics of favorable reading outcomes in at-risk children remain unknown. Utilizing a retrospective, longitudinal approach, this study examined whether putative protective neural mechanisms can be observed in FHD+Typical at the prereading stage. Functional and structural brain characteristics were examined in 47 FHD+ prereaders who subsequently developed typical (n = 35) or impaired (n = 12) reading abilities and 34 controls (FHD-Typical). Searchlight-based multivariate pattern analyses identified distinct activation patterns during phonological processing between FHD+Typical and FHD-Typical in right inferior frontal gyrus (RIFG) and left temporo-parietal cortex (LTPC) regions. Follow-up analyses on group-specific classification patterns demonstrated LTPC hypoactivation in FHD+Typical compared to FHD-Typical, suggesting this neural characteristic as an FHD+ phenotype. In contrast, RIFG showed hyperactivation in FHD+Typical than FHD-Typical, and its activation pattern was positively correlated with subsequent reading abilities in FHD+ but not controls (FHD-Typical). RIFG hyperactivation in FHD+Typical was further associated with increased interhemispheric functional and structural connectivity. These results suggest that some protective neural mechanisms are already established in FHD+Typical prereaders supporting their typical reading development.
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Affiliation(s)
- Xi Yu
- State Key Laboratory of Cognitive Neuroscience and LearningBeijing Normal UniversityBeijingChina
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
| | - Jennifer Zuk
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
| | - Meaghan V. Perdue
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
- Department of Psychological SciencesUniversity of ConnecticutStorrsConnecticutUSA
- Haskins LaboratoriesNew HavenConnecticutUSA
| | - Ola Ozernov‐Palchik
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
- McGovern Institute for Brain Research, Massachusetts Institute of TechnologyCambridgeMassachusettsUSA
| | - Talia Raney
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
| | - Sara D. Beach
- McGovern Institute for Brain Research, Massachusetts Institute of TechnologyCambridgeMassachusettsUSA
- Division of Medical SciencesHarvard UniversityCambridgeMassachusettsUSA
| | - Elizabeth S. Norton
- Department of Communication Sciences and DisordersNorthwestern UniversityEvanstonIllinoisUSA
| | - Yangming Ou
- Division of Newborn MedicineBoston Children’s HospitalBostonMassachusettsUSA
- Fetal‐Neonatal Neuroimaging and Developmental Science CenterBoston Children’s HospitalBostonMassachusettsUSA
- Department of RadiologyBoston Children’s HospitalBostonMassachusettsUSA
| | - John D. E. Gabrieli
- McGovern Institute for Brain Research, Massachusetts Institute of TechnologyCambridgeMassachusettsUSA
| | - Nadine Gaab
- Laboratories of Cognitive Neuroscience, Division of Developmental Medicine, Department of MedicineBoston Children's HospitalBostonMassachusettsUSA
- Department of PediatricsHarvard Medical SchoolBostonMassachusettsUSA
- Harvard Graduate School of EducationCambridgeMassachusettsUSA
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Abstract
OBJECTIVE This study examined lexical and neuroanatomic correlates of reading errors in individuals with spatial neglect, defined as a failure to respond to stimuli in the side of space opposite a brain lesion, causing functional disability. METHOD One-hundred and ten participants with left spatial neglect after right-hemisphere stroke read aloud a list of 36 words. Reading errors were scored as "contralesional" (error in the left half of the word) or as "other." The influence of lexical processing on neglect dyslexia was studied with a stepwise regression using word frequency, orthographic neighborhood (number of same length neighbors that differ by 1 letter), bigram and trigram counts (number of words with the same 2- and 3-letter combinations), length, concreteness, and imageability as predictors. MRI/CT images of 92 patients were studied in a voxelwise lesion-symptom analysis (VLSM). RESULTS Longer length and more trigram neighbors increased, while higher concreteness reduced, the rate of contralesional errors. VLSM revealed lesions in the inferior temporal sulcus, middle temporal and angular gyri, precuneus, temporal pole, and temporo-parietal white matter associated with the rate of contralesional errors. CONCLUSIONS Orthographic competitors may decrease word salience, while semantic concreteness may help constrain the selection of available word options when it is based on degraded information from the left side of the word. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
- Olga Boukrina
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ
- Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ
| | - Peii Chen
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ
- Department of Physical Medicine & Rehabilitation, Rutgers New Jersey Medical School, Newark, NJ
| | - Tamara Budinoska
- Center for Stroke Rehabilitation Research, Kessler Foundation, West Orange, NJ
| | - A.M. Barrett
- Center for Visual & Neurocognitive Rehabilitation, Atlanta VA Medical Center, Decatur, GA
- Department of Neurology, Emory University School of Medicine, Atlanta, GA
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McGrath LM, Stoodley CJ. Are there shared neural correlates between dyslexia and ADHD? A meta-analysis of voxel-based morphometry studies. J Neurodev Disord 2019; 11:31. [PMID: 31752659 PMCID: PMC6873566 DOI: 10.1186/s11689-019-9287-8] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2018] [Accepted: 10/04/2019] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Dyslexia and Attention-deficit/hyperactivity disorder (ADHD) are highly comorbid neurodevelopmental disorders (estimates of 25-40% bidirectional comorbidity). Previous work has identified strong genetic and cognitive overlap between the disorders, but neural overlap is relatively unexplored. This study is a systematic meta-analysis of existing voxel-based morphometry studies to determine whether there is any overlap in the gray matter correlates of both disorders. METHODS We conducted anatomic likelihood estimate (ALE) meta-analyses of voxel-based morphometry studies in which individuals with dyslexia (15 studies; 417 cases, 416 controls) or ADHD (22 studies; 898 cases, 763 controls) were compared to typically developing controls. We generated ALE maps for dyslexia vs. controls and ADHD vs. controls using more conservative (p < .001, k = 50) and more lenient (p < .005, k = 50) thresholds. To determine the overlap of gray matter correlates of dyslexia and ADHD, we examined the statistical conjunction between the ALE maps for dyslexia vs. controls and ADHD vs. controls (false discovery rate [FDR] p < .05, k = 50, 5000 permutations). RESULTS Results showed largely distinct gray matter differences associated with dyslexia and ADHD. There was no evidence of statistically significant gray matter overlap at our conservative threshold, and only one region of overlap in the right caudate at our more lenient threshold. Reduced gray matter in the right caudate may be relevant to shared cognitive correlates in executive functioning and/or procedural learning. The more general finding of largely distinct regional differences in gray matter between dyslexia and ADHD suggests that other neuroimaging modalities may be more sensitive to overlapping neural correlates, and that current neuroimaging recruitment approaches may be hindering progress toward uncovering neural systems associated with comorbidity. CONCLUSIONS The current study is the first to meta-analyze overlap between gray matter differences in dyslexia and ADHD, which is a critical step toward constructing a multi-level understanding of this comorbidity that spans the genetic, neural, and cognitive levels of analysis.
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Affiliation(s)
- Lauren M. McGrath
- Department of Psychology, University of Denver, Frontier Hall, 2155 S. Race St., Denver, CO 80208 USA
| | - Catherine J. Stoodley
- Department of Psychology and Center for Behavioral Neuroscience, American University, Washington, DC USA
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Abstract
Periventricular nodular heterotopia (PNH) is the most common type of epileptogenic neuronal migration disorder, and often presents with epilepsy and reading disability. The functional role of ectopic nodules has been widely studied. However, the associated structural cortical and subcortical volumetric alterations have not been well characterized. Moreover, it is unknown whether a correlation between volumetric changes and behavioral problems exists.40 subjects with bilateral PNH and 40 matched healthy controls were enrolled in this study. The total cerebral, gray matter, white matter, and cerebrospinal fluid (CSF) volumes were compared between the two groups. Furthermore, structural and functional correlations were evaluated between volumetric changes and reading disability.There were no significant differences detected in total cerebral, gray matter or CSF volumes between the two groups, but there was a significant trend of larger gray-matter volume in PNH. Specifically, smaller white matter volumes were found in the PNH patients. Moreover, the volume of white matter was negatively related to time in the digit rapid naming task and a similar but insignificant trend was seen between the volume of gray matter and backward digit span.These findings suggest that reading disability exists in our sample of bilateral PNH. Periventricular nodules would have normally migrated to the overlying cortex. However, the total cerebral, gray matter, and CSF volumes were unaffected. Alterations in neuronal migration may have an impact in the white matter associated reading dysfluency, that is, visually normal.
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Affiliation(s)
- Wenyu Liu
- Department of Neurology, West China Hospital
| | - Xintong Wu
- Department of Neurology, West China Hospital
| | - Dong Zhou
- Department of Neurology, West China Hospital
| | - Qiyong Gong
- Department of Radiology, Huaxi MR Research Center (HMRRC), West China Hospital, Sichuan University, Chengdu 610041, China
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31
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Arrington CN, Malins JG, Winter R, Mencl WE, Pugh KR, Morris R. Examining individual differences in reading and attentional control networks utilizing an oddball fMRI task. Dev Cogn Neurosci 2019; 38:100674. [PMID: 31252201 PMCID: PMC6969343 DOI: 10.1016/j.dcn.2019.100674] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 01/28/2019] [Accepted: 06/17/2019] [Indexed: 12/15/2022] Open
Abstract
The aim of the current study was to develop an fMRI task capable of characterizing individual differences in reading and attentional domains. Forty-nine students with a range of reading and attentional control abilities completed an event-related fMRI oddball task consisting of printed word and false font stimuli. Reading network activation was assessed by contrasting printed words with false font stimuli. Left inferior frontal gyrus and superior/middle temporal gyrus showed a main effect of stimulus type. The magnitude of the difference in activation between words and false font was correlated with word reading for both regions and reading fluency for superior/middle temporal gyrus. Regions including bilateral middle cingulate, insula and right inferior frontal gyrus showed a main effect of trial type. The difference in activation between oddball and standard trials in the right superior/middle temporal gyrus and left cerebellum was correlated with attentional control measures. Results indicate the task tapped both reading and attentional control resources. Understanding the contribution of the neural networks supporting each of these domains may provide insight into the shared neural deficits underlying the co-morbidity between developmental dyslexia and attention deficit hyperactivity disorder.
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Affiliation(s)
- C Nikki Arrington
- Department of Psychology, Georgia State University, Atlanta, GA 30303, United States.
| | - Jeffrey G Malins
- Department of Psychology, Georgia State University, Atlanta, GA 30303, United States; Department of Pediatrics, Yale University School of Medicine, New Haven, CT 06520, United States; Haskins Laboratories, New Haven, CT 06511, United States
| | - Rebecca Winter
- Department of Psychology, Georgia State University, Atlanta, GA 30303, United States
| | - W Einar Mencl
- Haskins Laboratories, New Haven, CT 06511, United States; Department of Linguistics, Yale University, New Haven, CT 06520, United States
| | - Kenneth R Pugh
- Haskins Laboratories, New Haven, CT 06511, United States; Department of Linguistics, Yale University, New Haven, CT 06520, United States; Department of Psychological Sciences, University of Connecticut, Storrs, CT 06269, United States
| | - Robin Morris
- Department of Psychology, Georgia State University, Atlanta, GA 30303, United States
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Church JA, Cirino PT, Miciak J, Juranek J, Vaughn S, Fletcher JM. Cognitive, Intervention, and Neuroimaging Perspectives on Executive Function in Children With Reading Disabilities. New Dir Child Adolesc Dev 2019; 2019:25-54. [PMID: 31046202 PMCID: PMC6522302 DOI: 10.1002/cad.20292] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The role of executive function (EF) in the reading process, and in those with reading difficulties, remains unclear. As members of the Texas Center for Learning Disabilities, we review multiple perspectives regarding EF in reading and then summarize some of our recent studies of struggling and typical readers in grades 3-5. Study 1a found that a bi-factor structure best represented a comprehensive assessment of EF. Study 1b found that cognitive and behavioral measures of EF related independently to math and reading. Study 1c found that EF related to reading, above and beyond other variables, but Study 1d found no evidence that adding an EF training component improved intervention response. Study 1e found that pretest EF abilities did not relate to intervention response. Neuroimaging studies examined EF-related brain activity during both reading and nonlexical EF tasks. In Study 2a, the EF task evoked control activity, but generated no differences between struggling and typical readers. The reading task, however, had group differences in both EF and reading regions. In Study 2b, EF activity during reading at pretest was related to intervention response. Across studies, EF appears involved in the reading process. There is less evidence for general EF predicting or improving intervention outcomes.
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Glezer LS, Jiang X, Luetje MM, Napoliello EM, Kim J, Riesenhuber M, Eden GF. An fMRI-adaptation study of phonological and orthographic selectivity to written words in adults with poor reading skills. Brain Lang 2019; 191:1-8. [PMID: 30721792 DOI: 10.1016/j.bandl.2019.01.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2018] [Revised: 01/07/2019] [Accepted: 01/10/2019] [Indexed: 06/09/2023]
Abstract
Typical readers rely on two brain pathways for word processing in the left hemisphere: temporo-parietal cortex (TPC) and inferior frontal cortex (IFC), thought to subserve phonological decoding, and occipito-temporal cortex (OTC), including the "visual word form area" (VWFA), thought to subserve orthographic processing. How these regions are affected in developmental dyslexia has been a topic of intense research. We employed fMRI rapid adaptation (fMRI-RA) in adults with low reading skills to examine in independently-defined functional regions of interest (ROIs) phonological selectivity to written words in left TPC and IFC, and to orthographic selectivity to written words in OTC. Consistent with the phonological deficit hypothesis of dyslexia, we found responsivity but not selectivity to phonology, as accessed by written words, in the posterior superior temporal gyrus (pSTG) of the TPC. On the other hand, we found orthographic selectivity in the VWFA of the OTC. We also found selectivity to orthographic and not phonological processing in the IFG, a finding previously reported for typical readers. Together our results demonstrate that in adults with poor reading skills, selectivity to phonology is compromised in pSTG, while selectivity to orthography in the VWFA remains unaffected at this level of processing.
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Affiliation(s)
- Laurie S Glezer
- Department of Neuroscience, Georgetown University Medical Center, 4000 Reservoir Rd. NW, Washington, DC 20057, USA
| | - Xiong Jiang
- Department of Neuroscience, Georgetown University Medical Center, 4000 Reservoir Rd. NW, Washington, DC 20057, USA
| | - Megan M Luetje
- Department of Pediatrics, Georgetown University Medical Center, 4000 Reservoir Rd. NW, Washington, DC 20057, USA
| | - Eileen M Napoliello
- Department of Pediatrics, Georgetown University Medical Center, 4000 Reservoir Rd. NW, Washington, DC 20057, USA
| | - Judy Kim
- Department of Neuroscience, Georgetown University Medical Center, 4000 Reservoir Rd. NW, Washington, DC 20057, USA
| | - Maximilian Riesenhuber
- Department of Neuroscience, Georgetown University Medical Center, 4000 Reservoir Rd. NW, Washington, DC 20057, USA
| | - Guinevere F Eden
- Department of Pediatrics, Georgetown University Medical Center, 4000 Reservoir Rd. NW, Washington, DC 20057, USA.
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Nugiel T, Roe MA, Taylor WP, Cirino PT, Vaughn SR, Fletcher JM, Juranek J, Church JA. Brain activity in struggling readers before intervention relates to future reading gains. Cortex 2019; 111:286-302. [PMID: 30557815 PMCID: PMC6420828 DOI: 10.1016/j.cortex.2018.11.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Revised: 07/25/2018] [Accepted: 11/07/2018] [Indexed: 12/18/2022]
Abstract
Neural markers for reading-related changes in response to intervention could inform intervention plans by serving as a potential index of the malleability of the reading network in struggling readers. Of particular interest is the role of brain activation outside the reading network, especially in executive control networks important for reading comprehension. However, it is unclear whether any intervention-related executive control changes in the brain are specific to reading tasks or reflect more domain general changes. Brain changes associated with reading gains over time were compared for a sentence comprehension task as well as for a non-lexical executive control task (a behavioral inhibition task) in upper-elementary struggling readers, and in grade-matched non-struggling readers. Functional MRI scans were conducted before and after 16 weeks of reading intervention. Participants were grouped as improvers and non-improvers based on the consistency and size of post-intervention gains across multiple post-test measures. Engagement of the right fusiform during the reading task, both before and after intervention, was related to gains from remediation. Additionally, pre-intervention activation in regions that are part of the default-mode network (precuneus) and the fronto-parietal network (right posterior middle temporal gyrus) separated improvers and non-improvers from non-struggling readers. None of these differences were observed during the non-lexical inhibitory control task, indicating that the brain changes seen related to intervention outcome in struggling readers were specific to the reading process.
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Affiliation(s)
- Tehila Nugiel
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA.
| | - Mary Abbe Roe
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
| | - W Patrick Taylor
- Department of Psychology, The University of Houston, Houston, TX, USA
| | - Paul T Cirino
- Department of Psychology, The University of Houston, Houston, TX, USA
| | - Sharon R Vaughn
- Meadows Center for Prevention of Educational Risk, The University of Texas at Austin, Austin, TX, USA
| | - Jack M Fletcher
- Department of Psychology, The University of Houston, Houston, TX, USA
| | - Jenifer Juranek
- Department of Pediatrics, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Jessica A Church
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA; Biomedical Imaging Center, The University of Texas at Austin, Austin, TX, USA
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35
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Abstract
We investigated the efficacy of graph-theoretic metrics of task-related functional brain connectivity in predicting reading difficulty and explored the hypothesis that task conditions emphasizing audiovisual integration would be especially diagnostic of reading difficulty. An fMRI study was conducted in which 24 children (8 to 14 years old) who were previously diagnosed with dyslexia completed a rhyming judgment task under three presentation modality conditions. Regression analyses found that characteristic connectivity metrics of the reading network showed a presentation modality dependent relationship with reading difficulty: Children with more segregated reading networks and those that used fewer of the available connections were those with the least severe reading difficulty. These results are consistent with the hypothesis that a lack of coordinated processing between the neural regions involved in phonological and orthographic processing contributes towards reading difficulty.
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Affiliation(s)
- Erica S. Edwards
- Department of Psychology, State University of New York at Buffalo, Buffalo, New York, United States of America
| | - Kali Burke
- Department of Psychology, State University of New York at Buffalo, Buffalo, New York, United States of America
| | - James R. Booth
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, United States of America
| | - Chris McNorgan
- Department of Psychology, State University of New York at Buffalo, Buffalo, New York, United States of America
- * E-mail:
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36
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Roe MA, Martinez JE, Mumford JA, Taylor WP, Cirino PT, Fletcher JM, Juranek J, Church JA. Control Engagement During Sentence and Inhibition fMRI Tasks in Children With Reading Difficulties. Cereb Cortex 2018; 28:3697-3710. [PMID: 30060152 PMCID: PMC6132278 DOI: 10.1093/cercor/bhy170] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 05/31/2018] [Accepted: 07/03/2018] [Indexed: 12/28/2022] Open
Abstract
Recent reading research implicates executive control regions as sites of difference in struggling readers. However, as studies often employ only reading or language tasks, the extent of deviation in control engagement in children with reading difficulties is not known. The current study investigated activation in reading and executive control brain regions during both a sentence comprehension task and a nonlexical inhibitory control task in third-fifth grade children with and without reading difficulties. We employed both categorical (group-based) and individual difference approaches to relate reading ability to brain activity. During sentence comprehension, struggling readers had less activation in the left posterior temporal cortex, previously implicated in language, semantic, and reading research. Greater negative activity (relative to fixation) during sentence comprehension in a left inferior parietal region from the executive control literature correlated with poorer reading ability. Greater comprehension scores were associated with less dorsal anterior cingulate activity during the sentence comprehension task. Unlike the sentence task, there were no significant differences between struggling and nonstruggling readers for the nonlexical inhibitory control task. Thus, differences in executive control engagement were largely specific to reading, rather than a general control deficit across tasks in children with reading difficulties, informing future intervention research.
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Affiliation(s)
- Mary Abbe Roe
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
| | - Joel E Martinez
- Department of Psychology, Princeton University, Princeton, NJ, USA
| | - Jeanette A Mumford
- Center for Healthy Minds, The University of Wisconsin-Madison, Madison, WI, USA
| | | | - Paul T Cirino
- Department of Psychology, University of Houston, TX, USA
| | | | - Jenifer Juranek
- Department of Pediatrics, The University of Texas Health Science Center at Houston, TX, USA
| | - Jessica A Church
- Department of Psychology, The University of Texas at Austin, Austin, TX, USA
- Imaging Research Center, The University of Texas at Austin, Austin, TX, USA
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37
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Jagger-Rickels AC, Kibby MY, Constance JM. Global gray matter morphometry differences between children with reading disability, ADHD, and comorbid reading disability/ADHD. Brain Lang 2018; 185:54-66. [PMID: 30189332 PMCID: PMC6940023 DOI: 10.1016/j.bandl.2018.08.004] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 04/04/2018] [Accepted: 08/18/2018] [Indexed: 05/20/2023]
Abstract
Extensive, yet disparate, research exists elucidating structural anomalies in individuals with Reading Disability (RD) or ADHD. Despite ADHD and RD being highly comorbid, minimal research has attempted to determine shared patterns of morphometry between these disorders. In addition, there is no published research examining the morphometry of comorbid RD and ADHD (RD/ADHD). Hence, we conducted voxel-based morphometry on the MRI scans of 106 children, ages 8-12 years, with RD, ADHD, or RD/ADHD, and typically developing controls. We found right caudate and superior frontal regions in both RD and ADHD, along with areas specific to RD and to ADHD that are consistent with current theories on these disorders. Perhaps most importantly, we found a potential neurobiological substrate for RD/ADHD. Further, our findings illustrate both shared and specific contributors to RD/ADHD, supporting two current theories on the comorbidity of RD and ADHD, thereby facilitating future work on potential etiologies of RD/ADHD.
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38
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van Oers CAMM, Goldberg N, Fiorin G, van den Heuvel MP, Kappelle LJ, Wijnen FNK. No evidence for cerebellar abnormality in adults with developmental dyslexia. Exp Brain Res 2018; 236:2991-3001. [PMID: 30116863 PMCID: PMC6223834 DOI: 10.1007/s00221-018-5351-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Accepted: 08/02/2018] [Indexed: 01/18/2023]
Abstract
Developmental dyslexia is commonly believed to result from a deficiency in the recognition and processing of speech sounds. According to the cerebellar deficit hypothesis, this phonological deficit is caused by deficient cerebellar function. In the current study, 26 adults with developmental dyslexia and 25 non-dyslexic participants underwent testing of reading-related skills, cerebellar functions, and MRI scanning of the brain. Anatomical assessment of the cerebellum was conducted with voxel-based morphometry. Behavioural evidence, that was indicative of impaired cerebellar function, was found to co-occur with reading impairments in the dyslexic subjects, but a causal relation between the two was not observed. No differences in local grey matter volume, nor in structure-function relationships within the cerebellum were found between the two groups. Possibly, the observed behavioural pattern is due to aberrant white matter connectivity. In conclusion, no support for the cerebellar deficit hypothesis or the presence of anatomical differences of the cerebellum in adults with developmental dyslexia was found.
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Affiliation(s)
- Casper A M M van Oers
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands.
- Department of Neurology, Amphia Hospital, Breda, The Netherlands.
| | - Nadya Goldberg
- Utrecht institute of Linguistics OTS, Utrecht, The Netherlands
| | - Gaetano Fiorin
- Utrecht institute of Linguistics OTS, Utrecht, The Netherlands
| | - Martijn P van den Heuvel
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
| | - L Jaap Kappelle
- Department of Neurology, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, The Netherlands
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Paz-Alonso PM, Oliver M, Lerma-Usabiaga G, Caballero-Gaudes C, Quiñones I, Suárez-Coalla P, Duñabeitia JA, Cuetos F, Carreiras M. Neural correlates of phonological, orthographic and semantic reading processing in dyslexia. Neuroimage Clin 2018; 20:433-447. [PMID: 30128282 PMCID: PMC6096051 DOI: 10.1016/j.nicl.2018.08.018] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Revised: 06/24/2018] [Accepted: 08/09/2018] [Indexed: 11/25/2022]
Abstract
Developmental dyslexia is one of the most prevalent learning disabilities, thought to be associated with dysfunction in the neural systems underlying typical reading acquisition. Neuroimaging research has shown that readers with dyslexia exhibit regional hypoactivation in left hemisphere reading nodes, relative to control counterparts. This evidence, however, comes from studies that have focused only on isolated aspects of reading. The present study aims to characterize left hemisphere regional hypoactivation in readers with dyslexia for the main processes involved in successful reading: phonological, orthographic and semantic. Forty-one participants performed a demanding reading task during MRI scanning. Results showed that readers with dyslexia exhibited hypoactivation associated with phonological processing in parietal regions; with orthographic processing in parietal regions, Broca's area, ventral occipitotemporal cortex and thalamus; and with semantic processing in angular gyrus and hippocampus. Stronger functional connectivity was observed for readers with dyslexia than for control readers 1) between the thalamus and the inferior parietal cortex/ventral occipitotemporal cortex during pseudoword reading; and, 2) between the hippocampus and the pars opercularis during word reading. These findings constitute the strongest evidence to date for the interplay between regional hypoactivation and functional connectivity in the main processes supporting reading in dyslexia.
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Affiliation(s)
- Pedro M Paz-Alonso
- BCBL, Basque Center on Cognition, Brain and Language, Donostia-San Sebastian, Spain.
| | - Myriam Oliver
- BCBL, Basque Center on Cognition, Brain and Language, Donostia-San Sebastian, Spain
| | | | | | - Ileana Quiñones
- BCBL, Basque Center on Cognition, Brain and Language, Donostia-San Sebastian, Spain
| | | | | | | | - Manuel Carreiras
- BCBL, Basque Center on Cognition, Brain and Language, Donostia-San Sebastian, Spain; IKERBASQUE, Basque Foundation for Science, Bilbao, Spain; Departamento de Lengua Vasca y Comunicación, EHU/UPV, Spain
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40
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Wang Z, Yan X, Liu Y, Spray GJ, Deng Y, Cao F. Structural and functional abnormality of the putamen in children with developmental dyslexia. Neuropsychologia 2018; 130:26-37. [PMID: 30030195 DOI: 10.1016/j.neuropsychologia.2018.07.014] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2017] [Revised: 07/05/2018] [Accepted: 07/12/2018] [Indexed: 12/14/2022]
Abstract
There is currently debate with regards to the role of phonological deficit in Chinese reading difficulty, even though some researchers have suggested that the deficit of phonological processing is also a signature of developmental dyslexia in Chinese, as has been found in alphabetic languages. In this study, we examined the brain mechanisms of phonological deficit in Chinese children with developmental dyslexia (DD) during an auditory rhyming judgment task. First, we examined structural differences in Chinese dyslexia by comparing gray and white matter volume in Chinese children with DD, age-matched controls (AC), and reading-matched controls (RC). Next, we examined whether the regions with an abnormal volume in DD showed deficient functional connectivity with the rest of the brain during a phonological task (i.e. auditory rhyming judgment). We found that both AC and RC had greater gray matter volume (GMV) at the left putamen and right dorsal lateral frontal cortex than DD, suggesting possible neural signatures of developmental dyslexia. Functional connectivity analysis revealed that the left putamen was more connected with the right inferior occipital gyrus (IOG) in AC and RC than in DD, suggesting that automatic orthographic involvement during spoken language processing is more salient in controls, while the left putamen was more connected with the left transverse temporal gyrus (TTG) and left insula in DD than in AC and RC, suggesting the phonological articulation -auditory feedback loop is more involved in DD. These findings suggest that the reduced left putamen might contribute to phonological deficits experienced in DD, since it showed deficient connectivity with the rest of the brain during phonological processing.
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Affiliation(s)
- Zhao Wang
- Guangdong Provincial Key Laboratory of Social Cognitive Neuroscience and Mental Health, and Department of Psychology, Sun Yat-Sen University, Guangzhou, China; Beijing Normal University, Beijing, China; Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States
| | - Xin Yan
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States
| | - Yanni Liu
- University of Michigan, Ann Arbor, MI, United States
| | - Gregory J Spray
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States
| | - Yuan Deng
- Institute of Psychology, Chinese Academy of Sciences, Beijing, China
| | - Fan Cao
- Guangdong Provincial Key Laboratory of Social Cognitive Neuroscience and Mental Health, and Department of Psychology, Sun Yat-Sen University, Guangzhou, China; Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States; School of Humanities and Social Sciences, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China.
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41
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Patael SZ, Farris EA, Black JM, Hancock R, Gabrieli JDE, Cutting LE, Hoeft F. Brain basis of cognitive resilience: Prefrontal cortex predicts better reading comprehension in relation to decoding. PLoS One 2018; 13:e0198791. [PMID: 29902208 PMCID: PMC6002103 DOI: 10.1371/journal.pone.0198791] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Accepted: 05/28/2018] [Indexed: 12/03/2022] Open
Abstract
OBJECTIVE The ultimate goal of reading is to understand written text. To accomplish this, children must first master decoding, the ability to translate printed words into sounds. Although decoding and reading comprehension are highly interdependent, some children struggle to decode but comprehend well, whereas others with good decoding skills fail to comprehend. The neural basis underlying individual differences in this discrepancy between decoding and comprehension abilities is virtually unknown. METHODS We investigated the neural basis underlying reading discrepancy, defined as the difference between reading comprehension and decoding skills, in a three-part study: 1) The neuroanatomical basis of reading discrepancy in a cross-sectional sample of school-age children with a wide range of reading abilities (Experiment-1; n = 55); 2) Whether a discrepancy-related neural signature is present in beginning readers and predictive of future discrepancy (Experiment-2; n = 43); and 3) Whether discrepancy-related regions are part of a domain-general or a language specialized network, utilizing the 1000 Functional Connectome data and large-scale reverse inference from Neurosynth.org (Experiment-3). RESULTS Results converged onto the left dorsolateral prefrontal cortex (DLPFC), as related to having discrepantly higher reading comprehension relative to decoding ability. Increased gray matter volume (GMV) was associated with greater discrepancy (Experiment-1). Region-of-interest (ROI) analyses based on the left DLPFC cluster identified in Experiment-1 revealed that regional GMV within this ROI in beginning readers predicted discrepancy three years later (Experiment-2). This region was associated with the fronto-parietal network that is considered fundamental for working memory and cognitive control (Experiment-3). INTERPRETATION Processes related to the prefrontal cortex might be linked to reading discrepancy. The findings may be important for understanding cognitive resilience, which we operationalize as those individuals with greater higher-order reading skills such as reading comprehension compared to lower-order reading skills such as decoding skills. Our study provides insights into reading development, existing theories of reading, and cognitive processes that are potentially significant to a wide range of reading disorders.
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Affiliation(s)
- Smadar Z. Patael
- Department of Psychiatry and Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, United States of America
- Department of Communication Disorders, Tel Aviv University, Tel Aviv, Israel
| | - Emily A. Farris
- Department of Psychiatry and Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, United States of America
- Tennessee Center for the Study and Treatment of Dyslexia, Middle Tennessee State University, Murfreesboro, Tennessee, United States of America
| | - Jessica M. Black
- School of Social Work, McGuinn Hall, Boston College, Chestnut Hill, Massachusetts, United States of America
| | - Roeland Hancock
- Department of Psychological Sciences, University of Connecticut, Storrs, Connecticut, United States of America
- Brain Imaging Research Center, University of Connecticut, Storrs, Connecticut, United States of America
| | - John D. E. Gabrieli
- Department of Brain and Cognitive Sciences and McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Institute for Medical Engineering & Science, Cambridge, Massachusetts, United States of America
| | - Laurie E. Cutting
- Peabody College, Vanderbilt University, Nashville, Tennessee, United States of America
- Vanderbilt Brain Institute, Vanderbilt University, Nashville, Tennessee, United States of America
- Haskins Laboratories, New Haven, Connecticut, United States of America
| | - Fumiko Hoeft
- Department of Psychiatry and Weill Institute for Neurosciences, University of California, San Francisco, San Francisco, California, United States of America
- Haskins Laboratories, New Haven, Connecticut, United States of America
- UC-Stanford Multi-University Precision Learning Center, San Francisco, California, United States of America
- Department of Neuropsychiatry, Keio University School of Medicine, Tokyo, Japan
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Horowitz-Kraus T, Woodburn M, Rajagopal A, Versace AL, Kowatch RA, Bertocci MA, Bebko G, Almeida JRC, Perlman SB, Travis MJ, Gill MK, Bonar L, Schirda C, Diwadkar VA, Sunshine JL, Birmaher B, Axelson D, Gerry Taylor H, Horwitz SM, Frazier T, Eugene Arnold L, Fristad MA, Youngstrom EA, Findling RL, Phillips ML, Holland SK. Decreased functional connectivity in the fronto-parietal network in children with mood disorders compared to children with dyslexia during rest: An fMRI study. Neuroimage Clin 2018; 18:582-590. [PMID: 29845006 PMCID: PMC5964829 DOI: 10.1016/j.nicl.2018.02.034] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2017] [Revised: 02/13/2018] [Accepted: 02/28/2018] [Indexed: 11/17/2022]
Abstract
Background The DSM-5 separates the diagnostic criteria for mood and behavioral disorders. Both types of disorders share neurocognitive deficits of executive function and reading difficulties in childhood. Children with dyslexia also have executive function deficits, revealing a role of executive function circuitry in reading. The aim of the current study is to determine whether there is a significant relationship of functional connectivity within the fronto-parietal and cingulo-opercular cognitive control networks to reading measures for children with mood disorders, behavioral disorders, dyslexia, and healthy controls (HC). Method Behavioral reading measures of phonological awareness, decoding, and orthography were collected. Resting state fMRI data were collected, preprocessed, and then analyzed for functional connectivity. Differences in the reading measures were tested for significance among the groups. Global efficiency (GE) measures were also tested for correlation with reading measures in 40 children with various disorders and 17 HCs. Results Significant differences were found between the four groups on all reading measures. Relative to HCs and children with mood disorders or behavior disorders, children with dyslexia as a primary diagnosis scored significantly lower on all three reading measures. Children with mood disorders scored significantly lower than controls on a test of phonological awareness. Phonological awareness deficits correlated with reduced resting state functional connectivity MRI (rsfcMRI) in the cingulo-opercular network for children with dyslexia. A significant difference was also found in fronto-parietal global efficiency in children with mood disorders relative to the other three groups. We also found a significant difference in cingulo-opercular global efficiency in children with mood disorders relative to the Dyslexia and Control groups. However, none of these differences correlate significantly with reading measures. Conclusions/significance Reading difficulties involve abnormalities in different cognitive control networks in children with dyslexia compared to children with mood disorders. Findings of the current study suggest increased functional connectivity of one cognitive control network may compensate for reduced functional connectivity in the other network in children with mood disorders. These findings provide guidance to clinical professionals for design of interventions tailored for children suffering from reading difficulties originating from different pathologies.
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Affiliation(s)
- Tzipi Horowitz-Kraus
- Cincinnati Children's Hospital Medical Center, University of Cincinnati, United States; Educational Neuroimaging Center, Faculty of Education in Science and Technology, Technion, Israel.
| | - Mackenzie Woodburn
- Cincinnati Children's Hospital Medical Center, University of Cincinnati, United States
| | - Akila Rajagopal
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Amelia L Versace
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Robert A Kowatch
- The Research Institute at Nationwide Children's Hospital, United States; Department of Psychiatry and Behavioral Health, Wexner Medical Center, Ohio State University, United States
| | - Michele A Bertocci
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Genna Bebko
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Jorge R C Almeida
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Susan B Perlman
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Michael J Travis
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Mary Kay Gill
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Lisa Bonar
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Claudiu Schirda
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Vaibhav A Diwadkar
- Department of Psychiatry and Behavioral Neuroscience, Wayne State University, United States
| | - Jeffrey L Sunshine
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Boris Birmaher
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - David Axelson
- Department of Psychiatry and Behavioral Health, Wexner Medical Center, Ohio State University, United States
| | - H Gerry Taylor
- University Hospitals Cleveland Medical Center, Case Western Reserve University, United States
| | - Sarah M Horwitz
- Department of Child Psychiatry, New York University School of Medicine, United States
| | - Thomas Frazier
- Department of Psychiatry and Behavioral Health, Wexner Medical Center, Ohio State University, United States
| | - L Eugene Arnold
- Department of Psychiatry and Behavioral Health, Wexner Medical Center, Ohio State University, United States
| | - Mary A Fristad
- Department of Psychiatry and Behavioral Health, Wexner Medical Center, Ohio State University, United States
| | - Eric A Youngstrom
- Department of Psychology, University of North Carolina at Chapel Hill, United States
| | - Robert L Findling
- University Hospitals Cleveland Medical Center, Case Western Reserve University, United States; Department of Psychiatry, Johns Hopkins University, United States
| | - Mary L Phillips
- Department of Psychiatry, Western Psychiatric Institute and Clinic, University of Pittsburgh Medical Center, University of Pittsburgh, United States
| | - Scott K Holland
- Cincinnati Children's Hospital Medical Center, University of Cincinnati, United States
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Giraldo-Chica M, Schneider KA. Hemispheric asymmetries in the orientation and location of the lateral geniculate nucleus in dyslexia. Dyslexia 2018; 24:197-203. [PMID: 29380470 DOI: 10.1002/dys.1580] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Revised: 12/07/2017] [Accepted: 12/14/2017] [Indexed: 05/21/2023]
Abstract
Human brain asymmetry reflects normal specialization of functional roles and may derive from evolutionary, hereditary, developmental, experiential, and pathological factors (Toga & Thompson, 2003). Geschwind and Galaburda (1985) suggested that processing difficulties in dyslexia are due to structural differences between hemispheres. Because of its potential significance to the controversial magnocellular theory of dyslexia, we investigated hemispheric differences in the human lateral geniculate nucleus (LGN), the primary visual relay and control nucleus in the thalamus, in subjects with dyslexia compared to normal readers. We acquired and averaged multiple high-resolution proton density (PD) weighted structural magnetic resonance imaging (MRI) volumes to measure in detail the anatomical boundaries of the LGN in each hemisphere. We observed hemispheric asymmetries in the orientation of the nucleus in subjects with dyslexia that were absent in controls. We also found differences in the location of the LGN between hemispheres in controls but not in subjects with dyslexia. Neither the precise anatomical differences in the LGN nor their functional consequences are known, nor is it clear whether the differences might be causes or effects of dyslexia.
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Affiliation(s)
- Mónica Giraldo-Chica
- Centre for Vision Research, York University, 4700 Keele St., Toronto, ON, M3J 1P3, Canada
- Faculty of Medicine, University of Barcelona, Casanova 143, Barcelona, Cataluña, 08036, Spain
- Department of Neurology, Mayo Clinic, 222 3rd Ave SW, Rochester, MN, 55905, USA
| | - Keith A Schneider
- Centre for Vision Research, York University, 4700 Keele St., Toronto, ON, M3J 1P3, Canada
- Department of Psychological Sciences, University of Missouri, 210 McAlester Hall, Columbia, MO, 65211, USA
- Department of Biology, York University, 4700 Keele St., Toronto, ON, M3J1P3, Canada
- Department of Psychological and Brain Sciences, University of Delaware, 108 Wolf Hall, Newark, DE, 19716, USA
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Peters L, Bulthé J, Daniels N, Op de Beeck H, De Smedt B. Dyscalculia and dyslexia: Different behavioral, yet similar brain activity profiles during arithmetic. Neuroimage Clin 2018; 18:663-674. [PMID: 29876258 PMCID: PMC5987869 DOI: 10.1016/j.nicl.2018.03.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2017] [Revised: 03/02/2018] [Accepted: 03/03/2018] [Indexed: 02/02/2023]
Abstract
Brain disorders are often investigated in isolation, but very different conclusions might be reached when studies directly contrast multiple disorders. Here, we illustrate this in the context of specific learning disorders, such as dyscalculia and dyslexia. While children with dyscalculia show deficits in arithmetic, children with dyslexia present with reading difficulties. Furthermore, the comorbidity between dyslexia and dyscalculia is surprisingly high. Different hypotheses have been proposed on the origin of these disorders (number processing deficits in dyscalculia, phonological deficits in dyslexia) but these have never been directly contrasted in one brain imaging study. Therefore, we compared the brain activity of children with dyslexia, children with dyscalculia, children with comorbid dyslexia/dyscalculia and healthy controls during arithmetic in a design that allowed us to disentangle various processes that might be associated with the specific or common neural origins of these learning disorders. Participants were 62 children aged 9 to 12, 39 of whom had been clinically diagnosed with a specific learning disorder (dyscalculia and/or dyslexia). All children underwent fMRI scanning while performing an arithmetic task in different formats (dot arrays, digits and number words). At the behavioral level, children with dyscalculia showed lower accuracy when subtracting dot arrays, and all children with learning disorders were slower in responding compared to typically developing children (especially in symbolic formats). However, at the neural level, analyses pointed towards substantial neural similarity between children with learning disorders: Control children demonstrated higher activation levels in frontal and parietal areas than the three groups of children with learning disorders, regardless of the disorder. A direct comparison between the groups of children with learning disorders revealed similar levels of neural activation throughout the brain across these groups. Multivariate subject generalization analyses were used to statistically test the degree of similarity, and confirmed that the neural activation patterns of children with dyslexia, dyscalculia and dyslexia/dyscalculia were highly similar in how they deviated from neural activation patterns in control children. Collectively, these results suggest that, despite differences at the behavioral level, the brain activity profiles of children with different learning disorders during arithmetic may be more similar than initially thought.
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Affiliation(s)
- Lien Peters
- Parenting and Special Education Research Unit, KU Leuven, Belgium; Brain and Cognition Research Unit, KU Leuven, Belgium; Numerical Cognition Laboratory, Department of Psychology, Brain and Mind Institute, Western University, Canada.
| | | | - Nicky Daniels
- Brain and Cognition Research Unit, KU Leuven, Belgium.
| | | | - Bert De Smedt
- Parenting and Special Education Research Unit, KU Leuven, Belgium.
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DeMarco AT, Wilson SM, Rising K, Rapcsak SZ, Beeson PM. The neural substrates of improved phonological processing following successful treatment in a case of phonological alexia and agraphia. Neurocase 2018; 24:31-40. [PMID: 29350575 PMCID: PMC5843561 DOI: 10.1080/13554794.2018.1428352] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Phonological deficits are common in aphasia after left-hemisphere stroke, and can have significant functional consequences for spoken and written language. While many individuals improve through treatment, the neural substrates supporting improvements are poorly understood. We measured brain activation during pseudoword reading in an individual through two treatment phases. Improvements were associated with greater activation in residual left dorsal language regions and bilateral regions supporting attention and effort. Gains were maintained, while activation returned to pre-treatment levels. This case demonstrates the neural support for improved phonology after damage to critical regions and that improvements may be maintained without markedly increased effort.
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Affiliation(s)
- Andrew T. DeMarco
- Department of Speech, Language, and Hearing Sciences, University of Arizona, Tucson, AZ 85721
| | - Stephen M. Wilson
- Department of Speech, Language, and Hearing Sciences, University of Arizona, Tucson, AZ 85721
- Department of Neurology, University of Arizona, Tucson, AZ 85724
| | - Kindle Rising
- Department of Speech, Language, and Hearing Sciences, University of Arizona, Tucson, AZ 85721
| | - Steven Z. Rapcsak
- Department of Speech, Language, and Hearing Sciences, University of Arizona, Tucson, AZ 85721
- Department of Neurology, University of Arizona, Tucson, AZ 85724
| | - Pélagie M. Beeson
- Department of Speech, Language, and Hearing Sciences, University of Arizona, Tucson, AZ 85721
- Department of Neurology, University of Arizona, Tucson, AZ 85724
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46
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Danelli L, Berlingeri M, Bottini G, Borghese NA, Lucchese M, Sberna M, Price CJ, Paulesu E. How many deficits in the same dyslexic brains? A behavioural and fMRI assessment of comorbidity in adult dyslexics. Cortex 2017; 97:125-142. [PMID: 29107746 PMCID: PMC5722195 DOI: 10.1016/j.cortex.2017.08.038] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2017] [Revised: 07/14/2017] [Accepted: 08/31/2017] [Indexed: 01/18/2023]
Abstract
Dyslexia can have different manifestations: this has motivated different theories on its nature, on its underlying brain bases and enduring controversies on how to best treat it. The relative weight of the different manifestations has never been evaluated using both behavioural and fMRI measures, a challenge taken here to assess the major systems called into play in dyslexia by different theories. We found that adult well-compensated dyslexics were systematically impaired only in reading and in visuo-phonological tasks, while deficits for other systems (e.g., motor/cerebellar, visual magnocellular/motion perception) were only very occasional. In line with these findings, fMRI showed a reliable hypoactivation only for the task of reading, in the left occipito-temporal cortex (l-OTC). The l-OTC, normally a crossroad between the reading system and other systems, did not show the same level of intersection in dyslexics; yet, it was not totally silent because it responded, in segregated parts, during auditory phonological and visual motion perception tasks. This minimal behavioural and functional anatomical comorbidity demonstrates that a specific deficit of reading is the best description for developmental dyslexia, at least for adult well-compensated cases, with clear implications for rehabilitation strategies. The reduced intersection of multiple systems in the l-OTC suggests that dyslexics suffer from a coarser connectivity, leading to disconnection between the multiple domains that normally interact during reading.
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Affiliation(s)
- Laura Danelli
- Psychology Department and Milan Centre for Neuroscience, University of Milano-Bicocca, Milan, Italy
| | - Manuela Berlingeri
- DISTUM, Department of Humanistic Studies, University of Urbino Carlo Bo, Urbino, Italy
| | - Gabriella Bottini
- Centre of Cognitive Neuropsychology, Niguarda Ca' Granda Hospital, Milan, Italy; Department of Brain and Behavioural Sciences, University of Pavia, Pavia, Italy
| | - Nunzio A Borghese
- AIS-Lab and Department of Computer Science, University of Milan, Milan, Italy
| | - Mirko Lucchese
- AIS-Lab and Department of Computer Science, University of Milan, Milan, Italy
| | - Maurizio Sberna
- Neuroradiology Department, Niguarda Ca' Granda Hospital, Milan, Italy
| | - Cathy J Price
- Wellcome Trust Centre for Neuroimaging, Institute of Neurology, UCL, London UK
| | - Eraldo Paulesu
- Psychology Department and Milan Centre for Neuroscience, University of Milano-Bicocca, Milan, Italy; fMRI Unit-IRCCS Galeazzi, Milan, Italy.
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Horowitz-Kraus T. Familial history of reading difficulty is associated with diffused bilateral brain activation during reading and greater association with visual attention abilities. Ann Dyslexia 2017; 67:281-298. [PMID: 29098513 DOI: 10.1007/s11881-017-0144-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2016] [Accepted: 05/05/2017] [Indexed: 06/07/2023]
Abstract
Reading difficulty (RD; or dyslexia) is a heritable condition characterized by slow, inaccurate reading accompanied by executive dysfunction, specifically with respect to visual attention. The current study was designed to examine the effect of familial history of RD on the relationship between reading and visual attention abilities in children with RD using a functional MRI reading task. Seventy-one children with RD participated in the study. Based on parental reports of the existence of RD in one or both of each child's parents, children with RD were divided into two groups: (1) those with a familial history of RD and (2) those without a familial history of RD. Reading and visual attention measures were collected from all participants. Functional MRI data during word reading was acquired in 30 participants of the entire cohort. Children with or without a familial history of RD demonstrated below-average reading and visual attention scores, with greater interaction between these measures in the group with a familial history of RD. Greater bilateral and diffused activation during word reading also were found in this group. We suggest that a familial history of RD is related to greater association between lower reading abilities and visual attention abilities. Parental history of RD therefore may be an important preschool screener (before reading age) to prompt early intervention focused on executive functions and reading-related skills.
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Affiliation(s)
- Tzipi Horowitz-Kraus
- Educational Neuroimaging Center, Faculty of Eduucation in Science and Technology, Technion, Mt Carmel, Haifa, Israel.
- Reading and Literacy Discovery Center and the Pediatric Neuroimaging Research Consortium, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.
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48
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Koen BJ, Hawkins J, Zhu X, Jansen B, Fan W, Johnson S. The Location and Effects of Visual Hemisphere-Specific Stimulation on Reading Fluency in Children With the Characteristics of Dyslexia. J Learn Disabil 2017; 51:399-415. [PMID: 28539071 DOI: 10.1177/0022219417711223] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Fluency is used as an indicator of reading proficiency. Many students with reading disabilities are unable to benefit from typical interventions. This study is designed to replicate Lorusso, Facoetti, Paganoni, Pezzani, and Molteni's (2006) work using FlashWord, a computer program that tachistoscopically presents words in the right or left visual hemi-field in English and locates through fMRI imaging the processing areas involved in fluency development. Our participants were 15 students who were ages 8 to 19 years and had reading disabilities randomly assigned to Intervention ( n = 9) and Delayed Intervention ( n = 6) groups. Functional imaging studies focused on analyzing activations in the left hemisphere (LH) superior temporal gyrus, the inferior frontal gyrus, and the LH inferior occipito-temporal/fusiform area (visual-word form area [VWFA]). Analysis of intervention data showed that 6 of the 9 Intervention group participants (67%) achieved levels of automatic processing and increased their reading rate by an average of 20 words per minute after participating in the FlashWord intervention. Analyses of fMRI group activation maps and mean activation levels in regions of interest document processing changes in VWFA activations that could be related to the increase in reading speed and confirm these locations as essential to developing fluency.
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Affiliation(s)
| | | | - Xi Zhu
- 1 University of Houston, TX, USA
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49
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Goradia DD, Vogel S, Mohl B, Khatib D, Zajac-Benitez C, Rajan U, Robin A, Rosenberg DR, Stanley JA. Distinct differences in striatal dysmorphology between attention deficit hyperactivity disorder boys with and without a comorbid reading disability. Psychiatry Res 2016; 258:30-36. [PMID: 27835798 PMCID: PMC5135620 DOI: 10.1016/j.pscychresns.2016.10.012] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2016] [Revised: 10/18/2016] [Accepted: 10/28/2016] [Indexed: 01/29/2023]
Abstract
There is evidence of greater cognitive deficits in attention deficit hyperactivity disorder with a comorbid reading disability (ADHD/+RD) compared to ADHD alone (ADHD/-RD). Additionally, the striatum has been consistently implicated in ADHD. However, the extent of morphological alterations in the striatum of ADHD/+RD is poorly understood, which is the main purpose of this study. Based on structural MRI images, the surface deformation of the caudate and putamen was assessed in 59 boys matching in age and IQ [19 ADHD/-RD, 15 ADHD/+RD and 25 typically developing controls (TDC)]. A vertex based analysis with multiple comparison correction was conducted to compare ADHD/-RD and ADHD/+RD to TDC. Compared to TDC, ADHD/+RD showed multiple bilateral significant clusters of surface compression. In contrast, ADHD/-RD showed fewer significant clusters of surface compression and restricted to the left side. Regarding the putamen, only ADHD/-RD showed significant clusters of surface compression. Results demonstrate for the first time a greater extent of morphological alterations in the caudate of ADHD/+RD than ADHD/-RD compared to TDC, which may suggest greater implicated cortical areas projecting to the caudate that are associated with the greater neuropsychological impairments observed in ADHD/+RD.
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Affiliation(s)
| | - Sherry Vogel
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Brianne Mohl
- Department of Radiology and Department of Neurology, University of Colorado, Denver, CO, USA
| | - Dalal Khatib
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Caroline Zajac-Benitez
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Usha Rajan
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Arthur Robin
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - David R Rosenberg
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA
| | - Jeffrey A Stanley
- Department of Psychiatry and Behavioral Neurosciences, Wayne State University School of Medicine, Detroit, MI, USA.
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50
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Eicher JD, Montgomery AM, Akshoomoff N, Amaral DG, Bloss CS, Libiger O, Schork NJ, Darst BF, Casey BJ, Chang L, Ernst T, Frazier J, Kaufmann WE, Keating B, Kenet T, Kennedy D, Mostofsky S, Murray SS, Sowell ER, Bartsch H, Kuperman JM, Brown TT, Hagler DJ, Dale AM, Jernigan TL, Gruen JR. Dyslexia and language impairment associated genetic markers influence cortical thickness and white matter in typically developing children. Brain Imaging Behav 2016; 10:272-82. [PMID: 25953057 PMCID: PMC4639472 DOI: 10.1007/s11682-015-9392-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Dyslexia and language impairment (LI) are complex traits with substantial genetic components. We recently completed an association scan of the DYX2 locus, where we observed associations of markers in DCDC2, KIAA0319, ACOT13, and FAM65B with reading-, language-, and IQ-related traits. Additionally, the effects of reading-associated DYX3 markers were recently characterized using structural neuroimaging techniques. Here, we assessed the neuroimaging implications of associated DYX2 and DYX3 markers, using cortical volume, cortical thickness, and fractional anisotropy. To accomplish this, we examined eight DYX2 and three DYX3 markers in 332 subjects in the Pediatrics Imaging Neurocognition Genetics study. Imaging-genetic associations were examined by multiple linear regression, testing for influence of genotype on neuroimaging. Markers in DYX2 genes KIAA0319 and FAM65B were associated with cortical thickness in the left orbitofrontal region and global fractional anisotropy, respectively. KIAA0319 and ACOT13 were suggestively associated with overall fractional anisotropy and left pars opercularis cortical thickness, respectively. DYX3 markers showed suggestive associations with cortical thickness and volume measures in temporal regions. Notably, we did not replicate association of DYX3 markers with hippocampal measures. In summary, we performed a neuroimaging follow-up of reading-, language-, and IQ-associated DYX2 and DYX3 markers. DYX2 associations with cortical thickness may reflect variations in their role in neuronal migration. Furthermore, our findings complement gene expression and imaging studies implicating DYX3 markers in temporal regions. These studies offer insight into where and how DYX2 and DYX3 risk variants may influence neuroimaging traits. Future studies should further connect the pathways to risk variants associated with neuroimaging/neurocognitive outcomes.
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Affiliation(s)
- John D Eicher
- Department of Genetics, Yale University, New Haven, CT, 06520, USA
| | - Angela M Montgomery
- Department of Pediatrics, Yale University School of Medicine, New Haven, CT, 06520, USA
| | - Natacha Akshoomoff
- Center for Human Development, University of California, La Jolla, San Diego, CA, 92037, USA
- Department of Psychiatry, University of California, La Jolla, San Diego, CA, 92037, USA
| | - David G Amaral
- Department of Psychiatry and Behavioral Sciences, University of California, Davis, CA, 95817, USA
| | - Cinnamon S Bloss
- Scripps Genomic Medicine, Scripps Health, Scripps Translational Science Institute, La Jolla, CA, 92037, USA
| | - Ondrej Libiger
- Scripps Genomic Medicine, Scripps Health, Scripps Translational Science Institute, La Jolla, CA, 92037, USA
| | - Nicholas J Schork
- Scripps Genomic Medicine, Scripps Health, Scripps Translational Science Institute, La Jolla, CA, 92037, USA
| | - Burcu F Darst
- Scripps Genomic Medicine, Scripps Health, Scripps Translational Science Institute, La Jolla, CA, 92037, USA
| | - B J Casey
- Sackler Institute for Developmental Psychobiology, Weil Cornell Medical College, New York, NY, 10065, USA
| | - Linda Chang
- Department of Medicine, Queen's Medical Center, University of Hawaii, Honolulu, HI, 96813, USA
| | - Thomas Ernst
- Department of Medicine, Queen's Medical Center, University of Hawaii, Honolulu, HI, 96813, USA
| | - Jean Frazier
- Department of Psychiatry, University of Massachusetts Medical School, Boston, MA, 01655, USA
| | - Walter E Kaufmann
- Kennedy Krieger Institute, 707 N. Broadway, Baltimore, MD, 21205, USA
- Department of Neurology, Harvard Medical School, Children's Hospital Boston, Boston, MA, 02115, USA
| | - Brian Keating
- Department of Medicine, Queen's Medical Center, University of Hawaii, Honolulu, HI, 96813, USA
| | - Tal Kenet
- Department of Neurology and Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, MA, 02129, USA
| | - David Kennedy
- Department of Psychiatry, University of Massachusetts Medical School, Boston, MA, 01655, USA
| | - Stewart Mostofsky
- Kennedy Krieger Institute, 707 N. Broadway, Baltimore, MD, 21205, USA
| | - Sarah S Murray
- Scripps Genomic Medicine, Scripps Health, Scripps Translational Science Institute, La Jolla, CA, 92037, USA
| | - Elizabeth R Sowell
- Department of Pediatrics, University of Southern California, Los Angeles, CA, 90027, USA
- Developmental Cognitive Neuroimaging Laboratory Children's Hospital, Los Angeles, CA, 90027, USA
| | - Hauke Bartsch
- Multimodal Imaging Laboratory, University of California, La Jolla, San Diego, CA, 92037, USA
| | - Joshua M Kuperman
- Multimodal Imaging Laboratory, University of California, La Jolla, San Diego, CA, 92037, USA
- Department of Neurosciences, University of California, La Jolla, San Diego, CA, 92037, USA
| | - Timothy T Brown
- Center for Human Development, University of California, La Jolla, San Diego, CA, 92037, USA
- Multimodal Imaging Laboratory, University of California, La Jolla, San Diego, CA, 92037, USA
- Department of Neurosciences, University of California, La Jolla, San Diego, CA, 92037, USA
| | - Donald J Hagler
- Multimodal Imaging Laboratory, University of California, La Jolla, San Diego, CA, 92037, USA
- Radiology University of California, La Jolla, San Diego, CA, 92037, USA
| | - Anders M Dale
- Department of Psychiatry, University of California, La Jolla, San Diego, CA, 92037, USA
- Multimodal Imaging Laboratory, University of California, La Jolla, San Diego, CA, 92037, USA
- Department of Neurosciences, University of California, La Jolla, San Diego, CA, 92037, USA
- Radiology University of California, La Jolla, San Diego, CA, 92037, USA
- Cognitive Science University of California, La Jolla, San Diego, CA, 92037, USA
| | - Terry L Jernigan
- Center for Human Development, University of California, La Jolla, San Diego, CA, 92037, USA
- Department of Psychiatry, University of California, La Jolla, San Diego, CA, 92037, USA
- Radiology University of California, La Jolla, San Diego, CA, 92037, USA
- Cognitive Science University of California, La Jolla, San Diego, CA, 92037, USA
| | - Jeffrey R Gruen
- Department of Genetics, Yale University, New Haven, CT, 06520, USA.
- Department of Pediatrics, Yale University School of Medicine, New Haven, CT, 06520, USA.
- Department of Investigative, School of Medicine, Medicine Yale University, New Haven, CT, 06520, USA.
- Department of Pediatrics, Genetics, and Investigative Medicine, Yale Child Health Research Center, 464 Congress Avenue, New Haven, CT, 06520-8081, USA.
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