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Panahi R, Akbari M, Jarollahi F, Haghani H, Kazemnezhad Leyli E, Zia M. Atypical function of auditory sensory gating in children with developmental dyslexia: Investigating its relationship with cognitive abilities. DYSLEXIA (CHICHESTER, ENGLAND) 2023; 29:426-440. [PMID: 37779260 DOI: 10.1002/dys.1754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Revised: 06/24/2023] [Accepted: 09/12/2023] [Indexed: 10/03/2023]
Abstract
Impairments of auditory processing are among frequent findings in dyslexia. However, it is unclear how auditory signals are gated from brainstem to higher central processing stages in these individuals. The present study was done to investigate auditory sensory gating in children with developmental dyslexia (DD), and to determine whether sensory gating correlates with performance on behavioural tasks. Auditory sensory gating at P50, N1 and P2 waves was evaluated in two groups including 20 children with DD and 19 children with typical reading development (TRD). Behavioural tests were used to evaluate phonological working memory (PWM) and selective attention abilities. Sensory gating in children with DD was significantly less efficient than their peers at P50, N1 and P2 waves. Lower auditory evoked potential (AEP) amplitudes were found in the DD group. The children with TRD scored better in all the behavioural tests. Relationships were reported between sensory gating at P50, N1, P2 and behavioural performance in the two groups. Children with dyslexia had deficient sensory gating in comparison with controls. In addition, children with dyslexia experienced problems with PWM and selective attention tasks. The function of sensory gating was associated with attentional and PWM performances in this group.
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Affiliation(s)
- Rasool Panahi
- Otorhinolaryngology Research Center, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
- Department of Audiology, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Mehdi Akbari
- Department of Audiology, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Farnoush Jarollahi
- Department of Audiology, School of Rehabilitation Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Hamid Haghani
- Department of Biostatistics, School of Public Health, Iran University of Medical Sciences, Tehran, Iran
| | - Ehsan Kazemnezhad Leyli
- Department of Biostatistics, Guilan Road Trauma Research Center, Guilan University of Medical Sciences, Rasht, Iran
| | - Maryam Zia
- Otorhinolaryngology Research Center, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
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Farah R, Glukhovsky N, Rosch K, Horowitz-Kraus T. Structural white matter characteristics for working memory and switching/inhibition in children with reading difficulties: The role of the left superior longitudinal fasciculus. Netw Neurosci 2022; 6:897-915. [PMID: 36605413 PMCID: PMC9810373 DOI: 10.1162/netn_a_00257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2021] [Accepted: 06/02/2022] [Indexed: 01/18/2023] Open
Abstract
Reading difficulties (RDs) are characterized by slow and inaccurate reading as well as additional challenges in cognitive control (i.e., executive functions, especially in working memory, inhibition, and visual attention). Despite evidence demonstrating differences in these readers' language and visual processing abilities, white matter differences associated with executive functions (EFs) difficulties in children with RDs are scarce. Structural correlates for reading and EFs in 8- to 12-year-old children with RDs versus typical readers (TRs) were examined using diffusion tensor imaging (DTI) data. Results suggest that children with RDs showed significantly lower reading and EF abilities versus TRs. Lower fractional anisotropy (FA) in left temporo-parietal tracts was found in children with RDs, who also showed positive correlations between reading and working memory and switching/inhibition scores and FA in the left superior longitudinal fasciculus (SLF). FA in the left SLF predicted working memory performance mediated by reading ability in children with RDs but not TRs. Our findings support alterations in white matter tracts related to working memory, switching/inhibition, and overall EF challenges in children with RDs and the linkage between working memory difficulties and FA alterations in the left SLF in children with RDs via reading.
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Affiliation(s)
- Rola Farah
- Educational Neuroimaging Group, Faculty of Education in Science and Technology, Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Haifa, Israel
| | - Noam Glukhovsky
- Educational Neuroimaging Group, Faculty of Education in Science and Technology, Faculty of Biomedical Engineering, Technion – Israel Institute of Technology, Haifa, Israel
| | - Keri Rosch
- Kennedy Krieger Institute, Baltimore, MD, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, 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, MD, USA
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Dobó D, Ladányi E, Szőllősi Á, Lukics KS, Németh K, Lukács Á. The relationship between cognitive control and lexical conflict resolution in developmental dyslexia. CLINICAL LINGUISTICS & PHONETICS 2022; 36:319-340. [PMID: 34855557 DOI: 10.1080/02699206.2021.1998632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2020] [Revised: 07/15/2021] [Accepted: 10/15/2021] [Indexed: 06/13/2023]
Abstract
Previous studies have revealed that cognitive control functions contribute to the resolution of lexical interference. Both cognitive control (CC) deficits and reduced speed of lexical retrieval in Rapid Automatized Naming (RAN) tasks are characteristics of Developmental Dyslexia (DD), but it is still not fully understood how these deficits relate to each other and to reading problems. To examine this question, we tested adolescents with DD (n = 38), poor readers (PR; n = 25) and typical readers (TR; n = 33) matched on age and IQ, on CC functions with Stroop, Stop Signal, Simon, Backward Digit Span and n-back tasks and on lexical retrieval and lexical conflict resolution with RAN of pictures in semantically homogeneous vs. mixed trials. As expected, in the blocked RAN Task DD individuals showed longer naming times and a greater effect of lexical conflict resolution (indexed by difference scores of naming times in the homogeneous and mixed conditions) than TR participants. We also found significant group differences (TR = PR > DD) in CC measures. Naming time was associated with CC, while the lexical interference effect did not show any association with this set of abilities. These findings suggest that DD individuals show impairments in multiple cognitive functions, such as cognitive control, lexical retrieval and lexical conflict resolution. Our results also suggest that CC functions are involved in lexical retrieval, but we have not found evidence for their involvement in lexical conflict resolution processes.
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Affiliation(s)
- D Dobó
- Department of Cognitive Science, Budapest University of Technology and Economics, Budapest, Hungary
- ELKH-BME Momentum Language Acquisition Research Group, Eötvös Loránd Research Network (ELKH), Budapest, Hungary
| | - E Ladányi
- Department of Otolaryngology - Head & Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Á Szőllősi
- Department of Cognitive Science, Budapest University of Technology and Economics, Budapest, Hungary
- HAS Institute of Cognitive Neuroscience and Psychology
| | - K S Lukics
- Department of Cognitive Science, Budapest University of Technology and Economics, Budapest, Hungary
- ELKH-BME Momentum Language Acquisition Research Group, Eötvös Loránd Research Network (ELKH), Budapest, Hungary
| | - K Németh
- Department of Cognitive Science, Budapest University of Technology and Economics, Budapest, Hungary
| | - Á Lukács
- Department of Cognitive Science, Budapest University of Technology and Economics, Budapest, Hungary
- ELKH-BME Momentum Language Acquisition Research Group, Eötvös Loránd Research Network (ELKH), Budapest, Hungary
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Li X, Li W, Liu B, Zhang J, Ma J, Xie C, Wu J, Jing J. The Influence of Articulatory Suppression on Reading Among Chinese Children With Developmental Dyslexia: An Eye-Movement Study. Front Pediatr 2021; 9:758615. [PMID: 34900865 PMCID: PMC8655773 DOI: 10.3389/fped.2021.758615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Accepted: 10/26/2021] [Indexed: 11/13/2022] Open
Abstract
Objective: The study aimed to examine how the phonological loop influences reading ability and processing in Chinese children with developmental dyslexia (DD). Methods: This study included 30 children with DD and 37 children without DD. Two types of articles (i.e., scenery prose and narrative story) and two conditions (under the conditions of articulatory-suppression and silent reading) were applied. An eye-link II High-Speed Eye Tracker was used to track a series of eye-movement parameters. The data were analyzed by the linear Mixed-Effects model. Results: Compared with children without DD, Children with DD had lower reading achievement (RA), frequency of saccades (FS) and frequency of fixations (FF), longer reading time (RT) and average fixation duration (AFD), slower reading speed (RS), shorter average saccade amplitude (ASA) and fixation distance (FD), more number of fixations (NF), and number of saccades (NS). There were significant interactions between participant group and articulatory suppression on RT and FD. We also observed interaction effects between article types and articulatory suppression on RA, AFD, ASA, and FS. Conclusion: Children DD exhibit abnormal phonological loop and eye movements while reading. The role of articulatory suppression on reading varies with the presentation of DD and the article type.
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Affiliation(s)
- Xiuhong Li
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Weidong Li
- Department of Maternal and Child Health Information, Guangzhou Women and Children's Medical Center, Guangzhou, China
| | - Buyun Liu
- Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, China
| | - Jinxin Zhang
- Department of Medical Statistics and Epidemiology, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Jingwen Ma
- Guangdong Provincial Maternal and Child Health Care Hospital, Guangzhou, China
| | - Chuanbo Xie
- Department of Cancer Prevention Research, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Jing Wu
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Jin Jing
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
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The Effect of Brain Training on Suppression of Theta/Alpha Ratio and Working Memory of 8 to 12 year old Children with Dyslexia and Dysgraphia. JOURNAL OF COGNITIVE PSYCHOLOGY 2021. [DOI: 10.52547/jcp.9.3.70] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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Memory Deficits in Children with Developmental Dyslexia: A Reading-Level and Chronological-Age Matched Design. Brain Sci 2021; 11:brainsci11010040. [PMID: 33401459 PMCID: PMC7824254 DOI: 10.3390/brainsci11010040] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 12/17/2020] [Accepted: 12/29/2020] [Indexed: 11/25/2022] Open
Abstract
Developmental Dyslexia (DD) is considered a multifactorial deficit. Among the neurocognitive impairments identified in DD, it has been found that memory plays a particularly important role in reading and learning. The present study aims to investigate whether short-term memory (STM) and long-term memory (LTM) deficits could be related to poor reading experience or could be causal factors in DD. To verify that memory deficits in DD did not simply reflect differences in reading experience, 16 children with DD were not only compared to 16 chronological age-matched children (CA) but also to 16 reading level-matched children (RL) in verbal, visual-object, and visual-spatial STM and LTM tasks. Children with DD performed as well as RL, but worse than CA in all STM tasks. Considering LTM, the three groups did not differ in Visual-Object and Visual-Spatial Learning tasks. In the Verbal LTM task, DD recalled significantly fewer words than CA but not RL, while CA and RL showed a similar performance. The present results suggest that when reading experience was equated, children with DD and typical readers did not differ in STM and LTM, especially in the verbal modality, weakening claims that memory has a causal effect in reading impairments.
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Lifshitz-Ben-Basat A, Fostick L. Music-related abilities among readers with dyslexia. ANNALS OF DYSLEXIA 2019; 69:318-334. [PMID: 31446571 DOI: 10.1007/s11881-019-00185-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2019] [Accepted: 08/14/2019] [Indexed: 06/10/2023]
Abstract
Research suggests that a central difficulty in dyslexia may be impaired rapid temporal processing. Good temporal processing is also needed for musical perception, which relies on the ability to detect rapid changes. Our study is the first to measure the perception of adults with and without dyslexia on all three dimensions of music (rhythm, pitch, and spectrum), as well as their capacity for auditory imagery and detection of slow changes, while controlling for working memory. Participants were undergraduate students, aged 20-35 years: 26 readers with dyslexia and 30 typical readers. Participants completed a battery of tests measuring aptitude for recognizing the similarity/difference in tone pitch or rhythm, spectral resolution, vividness/control of auditory imagination, the ability to detect slow changes in auditory stimuli, and working memory. As expected, readers with dyslexia showed poorer performance in pitch and rhythm than controls, but outperformed them in spectral perception. The data for each test was analyzed separately while controlling for the letter-number sequencing score. No differences between groups were found in slow-change detection or auditory imagery. Our results demonstrated that rapid temporal processing appears to be the main difficulty of readers with dyslexia, who demonstrated poorer performance when stimuli were presented quickly rather than slowly and better performance on a task when no temporal component was involved. These findings underscore the need for further study of temporal processing in readers with dyslexia. Remediation of temporal processing deficits may unmask the preserved or even superior abilities of people with dyslexia, leading to enhanced ability in all areas that utilize the temporal component.
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Affiliation(s)
| | - Leah Fostick
- Department of Communication Disorders, Ariel University, Ariel, Israel
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Fostick L, Revah H. Dyslexia as a multi-deficit disorder: Working memory and auditory temporal processing. Acta Psychol (Amst) 2018; 183:19-28. [PMID: 29304447 DOI: 10.1016/j.actpsy.2017.12.010] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2017] [Revised: 12/07/2017] [Accepted: 12/24/2017] [Indexed: 12/25/2022] Open
Abstract
Dyslexia is difficulty in acquiring reading skills despite adequate intelligence and sufficient reading opportunities. Its origin is still under debate. Studies usually focus on a singular cause for dyslexia; however, some researchers argue that dyslexia reflects multiple deficits. Two of the abilities under investigation in dyslexia are working memory (WM) and auditory temporal processing (ATP). In order to better evaluate the relative roles of WM and ATP in dyslexia, in the present study, we tested the contribution of WM and ATP to different types of reading performance and phonological awareness in dyslexia, using a multidimensional approach. Seventy-eight adults with dyslexia and 23 normal-reading adults performed WM and ATP tasks, as well as reading and phonological awareness tests. Readers with dyslexia showed poorer performance on all tests. Both WM and ATP were significant predictors of reading performance and phonological awareness among participants with dyslexia. Dividing participants with dyslexia according to their performance level on WM and ATP tasks revealed group differences in reading and phonological awareness tests. Both WM and ATP contribute to dyslexia, and varying levels of difficulties in both of these abilities are observed among this population. This is strong evidence in favor of the multi-deficit approach in dyslexia, and suggests that researchers should consider this approach in future studies of dyslexia.
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Wang B, Zhou Y, Leng S, Zheng L, Lv H, Wang F, Tan LH, Sun Y. Genetic polymorphism of nonsyndromic cleft lip with or without cleft palate is associated with developmental dyslexia in Chinese school-aged populations. J Hum Genet 2016; 62:265-268. [PMID: 27734840 PMCID: PMC5285488 DOI: 10.1038/jhg.2016.121] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2016] [Revised: 09/01/2016] [Accepted: 09/02/2016] [Indexed: 11/17/2022]
Abstract
Developmental dyslexia (DD) is a neurodevelopment disorder characterized by reading disabilities without apparent etiologies. Nonsyndromic cleft lip with or without cleft palate (NSCL/P) is a structural craniofacial malformation featured by isolated orofacial abnormalities. Despite substantial phenotypic differences, potential linkage between these two disorders has been suggested as prevalence of DD among NSCL/P patients was much higher than that in general populations. Previous neuroimaging studies observed impaired short-term memory in patients with DD and NSCL/P, respectively. Genetic factors have a fundamental role during neurodevelopment and craniofacial morphogenesis but there lacks of evidence to support the linkage between DD and NSCL/P at genetic level. A recent genome-wide association study in Chinese populations identified a number of genetic polymorphisms associated with NSCL/P. Herein, we selected three risk variants of NSCL/P namely rs8049367, rs4791774 and rs2235371, and performed association analysis with DD in a Chinese population consisting 631 elementary school-aged children with 288 dyslexic cases without NSCL/P and 343 healthy controls. After Bonferroni correction for multiple comparisons, the T allele of rs8049367 showed significant association with DD (OR=1.41, P=0.0085). It is an intergenic variant between CREBBP and ADCY9 located at 16p13.3. The CREBBP gene was reported to have an essential role during memory formation, although ADCY9 was involved in dental development. In future studies, understanding functional effects of rs8049367 on CERBBP and ADCY9 might contribute to explain underlying etiologies shared by DD and NSCL/P.
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Affiliation(s)
- Bin Wang
- CapitalBio eHealth Science & Technology (Beijing) Co., Ltd, Beijing, China.,National Engineering Research Center for Beijing Biochip Technology, Beijing, China
| | - Yuxi Zhou
- CapitalBio eHealth Science & Technology (Beijing) Co., Ltd, Beijing, China.,National Engineering Research Center for Beijing Biochip Technology, Beijing, China
| | - Song Leng
- Health Management Center, The Second Hospital of Dalian Medical University, Dalian, China
| | - Liyuan Zheng
- CapitalBio eHealth Science & Technology (Beijing) Co., Ltd, Beijing, China.,National Engineering Research Center for Beijing Biochip Technology, Beijing, China
| | - Hong Lv
- CapitalBio eHealth Science & Technology (Beijing) Co., Ltd, Beijing, China.,National Engineering Research Center for Beijing Biochip Technology, Beijing, China
| | - Fei Wang
- CapitalBio eHealth Science & Technology (Beijing) Co., Ltd, Beijing, China.,National Engineering Research Center for Beijing Biochip Technology, Beijing, China
| | - Li-Hai Tan
- Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen, China.,School of Biomedical Engineering, Shenzhen University Health Science Center, Shenzhen, China
| | - Yimin Sun
- CapitalBio eHealth Science & Technology (Beijing) Co., Ltd, Beijing, China.,National Engineering Research Center for Beijing Biochip Technology, Beijing, China.,The State Key Laboratory Breeding Base-Shenzhen Key Laboratory of Chemical Biology, The Graduate School at Shenzhen, Tsinghua University, Shenzhen, China.,Medical Systems Biology Research Center, Department of Biomedical Engineering, Tsinghua University School of Medicine, Beijing, China
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Yang X, Meng X. Dissociation between exact and approximate addition in developmental dyslexia. RESEARCH IN DEVELOPMENTAL DISABILITIES 2016; 56:139-152. [PMID: 27310366 DOI: 10.1016/j.ridd.2016.05.018] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2015] [Revised: 05/16/2016] [Accepted: 05/22/2016] [Indexed: 06/06/2023]
Abstract
Previous research has suggested that number sense and language are involved in number representation and calculation, in which number sense supports approximate arithmetic, and language permits exact enumeration and calculation. Meanwhile, individuals with dyslexia have a core deficit in phonological processing. Based on these findings, we thus hypothesized that children with dyslexia may exhibit exact calculation impairment while doing mental arithmetic. The reaction time and accuracy while doing exact and approximate addition with symbolic Arabic digits and non-symbolic visual arrays of dots were compared between typically developing children and children with dyslexia. Reaction time analyses did not reveal any differences across two groups of children, the accuracies, interestingly, revealed a distinction of approximation and exact addition across two groups of children. Specifically, two groups of children had no differences in approximation. Children with dyslexia, however, had significantly lower accuracy in exact addition in both symbolic and non-symbolic tasks than that of typically developing children. Moreover, linguistic performances were selectively associated with exact calculation across individuals. These results suggested that children with dyslexia have a mental arithmetic deficit specifically in the realm of exact calculation, while their approximation ability is relatively intact.
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Affiliation(s)
- Xiujie Yang
- School of Psychological and Cognitive Sciences, Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, 100871, China; The PKU-PolyU Center for Child Development and Learning, Peking University, Beijing, 100871, China
| | - Xiangzhi Meng
- School of Psychological and Cognitive Sciences, Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, 100871, China; The PKU-PolyU Center for Child Development and Learning, Peking University, Beijing, 100871, China.
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Yang YH, Yang Y, Chen BG, Zhang YW, Bi HY. Anomalous Cerebellar Anatomy in Chinese Children with Dyslexia. Front Psychol 2016; 7:324. [PMID: 27047403 PMCID: PMC4796686 DOI: 10.3389/fpsyg.2016.00324] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Accepted: 02/21/2016] [Indexed: 12/11/2022] Open
Abstract
The cerebellar deficit hypothesis for developmental dyslexia claims that cerebellar dysfunction causes the failures in the acquisition of visuomotor skills and automatic reading and writing skills. In people with dyslexia in the alphabetic languages, the abnormal activation and structure of the right or bilateral cerebellar lobes have been identified. Using a typical implicit motor learning task, however, one neuroimaging study demonstrated the left cerebellar dysfunction in Chinese children with dyslexia. In the present study, using voxel-based morphometry, we found decreased gray matter volume in the left cerebellum in Chinese children with dyslexia relative to age-matched controls. The positive correlation between reading performance and regional gray matter volume suggests that the abnormal structure in the left cerebellum is responsible for reading disability in Chinese children with dyslexia.
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Affiliation(s)
- Ying-Hui Yang
- Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of SciencesBeijing, China; The University of Chinese Academy of SciencesBeijing, China
| | - Yang Yang
- Department of Linguistics, University of Hong KongHong Kong, China; State Key Laboratory of Brain and Cognitive Sciences, University of Hong KongHong Kong, China
| | - Bao-Guo Chen
- School of Psychology, Beijing Normal University Beijing, China
| | - Yi-Wei Zhang
- School of Labor and Human Resources, Renmin University of China Beijing, China
| | - Hong-Yan Bi
- Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences Beijing, China
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