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Zhang J, Chen J, Ding G. Universality and language specificity of brain reading networks: A developmental perspective. Dev Sci 2024; 27:e13379. [PMID: 36899475 DOI: 10.1111/desc.13379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 01/11/2023] [Accepted: 02/03/2023] [Indexed: 03/12/2023]
Abstract
The development of reading networks across different languages and cultures provides an important window to address gene-culture interactions in brain functionality development. Previous meta-analyses have explored the neural correlates of reading in different languages with diverse orthographic transparencies. However, it remains unknown whether the neural topographic relationship of different languages varies when taking development into account. To address this issue, we conducted meta-analyses of neuroimaging studies with approaches of activation likelihood estimation and seed-based effect size mapping and focused on two highly contrasting languages, Chinese and English. The meta-analyses covered 61 studies of Chinese reading and 64 studies of English reading by native speakers. The brain reading networks of child and adult readers were further separately analyzed and compared to explore the developmental effects. The results revealed that the commonalities and differences in reading networks for Chinese and English were inconsistent between children and adults. In addition, the reading networks converged with development, and the effects of writing systems on brain function organizations were more salient in the initial stages of reading. An interesting finding was that the left inferior parietal lobule demonstrated increased effect sizes in adults compared with children in both Chinese and English reading, indicating a common developmental feature of reading mechanisms across the two languages. These findings provide new insights into the functional evolution and cultural modulation of brain reading networks. RESEARCH HIGHLIGHTS: Meta-analyses with approaches of activation likelihood estimation and seed-based effect size mapping were performed to evaluate the developmental characteristics of brain reading networks. The engagement of universal and language-specific reading networks was different between children and adults, and the reading networks converged with increased reading experience. Overall the middle/inferior occipital and inferior/middle frontal gyrus were specific to Chinese and the middle temporal, right inferior frontal gyrus were specific to English. The left inferior parietal lobule was engaged more in adults than children in Chinese and English reading, demonstrating a common developmental feature of reading mechanisms.
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Affiliation(s)
- Jia Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Jie Chen
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Guosheng Ding
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
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2
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Yan X, Fu Y, Feng G, Li H, Su H, Liu X, Wu Y, Hua J, Cao F. Reading disability is characterized by reduced print-speech convergence. Child Dev 2024. [PMID: 39032033 DOI: 10.1111/cdev.14134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/22/2024]
Abstract
Reading disability (RD) may be characterized by reduced print-speech convergence, which is the extent to which neurocognitive processes for reading and hearing words overlap. We examined how print-speech convergence changes from children (mean age: 11.07+0.48) to adults (mean age: 21.33+1.80) in 86 readers with or without RD. The participants were recruited in elementary schools and associate degree colleges in China (from 2020 to 2021). Three patterns of abnormalities were revealed: (1) persistent reduction of print-speech convergence in the left inferior parietal cortex in both children and adults with RD, suggesting a neural signature of RD; (2) reduction of print-speech convergence in the left inferior frontal gyrus only evident in children but not adults with RD, suggesting a developmental delay; and (3) increased print-speech convergence in adults with RD than typical adults in the bilateral cerebella/fusiform, suggesting compensations. It provides insights into developmental differences in brain functional abnormalities in RD.
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Affiliation(s)
- Xiaohui Yan
- Department of Psychology, The University of Hong Kong, Hong Kong
- State Key Lab of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong
| | - Yang Fu
- Department of Psychology, The University of Hong Kong, Hong Kong
- State Key Lab of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong
| | - Guoyan Feng
- Guangzhou Xinhua University, Guangzhou, China
| | - Hui Li
- Anyang Preschool Education College, Anyang, China
| | - Haibin Su
- The Hong Kong University of Science and Technology, Hong Kong
| | - Xinhong Liu
- Department of Psychology, Sun Yat-Sen University, Guangzhou, China
| | - Yu Wu
- Department of Psychology, The University of Hong Kong, Hong Kong
- State Key Lab of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong
| | - Jia Hua
- Instrumental Analysis and Research Center, Sun Yat-Sen University, Guangzhou, China
| | - Fan Cao
- Department of Psychology, The University of Hong Kong, Hong Kong
- State Key Lab of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong
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3
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Liu X, Zhang L, Yu S, Bai Z, Qi T, Mao H, Zhen Z, Dong Q, Liu L. The Effects of Age and Reading Experience on the Lifespan Neurodevelopment for Reading Comprehension. J Cogn Neurosci 2024; 36:239-260. [PMID: 38010312 DOI: 10.1162/jocn_a_02086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Reading comprehension is a vital cognitive skill that individuals use throughout their lives. The neurodevelopment of reading comprehension across the lifespan, however, remains underresearched. Furthermore, factors such as maturation and experience significantly influence functional brain development. Given the complexity of reading comprehension, which incorporates lower-level word reading process and higher-level semantic integration process, our study aims to investigate how age and reading experience influence the neurobiology underpinning these two processes across the lifespan. fMRI data of 158 participants aged from 7 to 77 years were collected during a passive word viewing task and a sentence comprehension task to engage the lower- and higher-level processes, respectively. We found that the neurodevelopment of the lower-level process was primarily influenced by age, showing increased activation and connectivity with age in parieto-occipital and middle/inferior frontal lobes related to morphological-semantic mapping while decreased activation in the temporoparietal regions linked to phonological processing. However, the brain function of the higher-level process was primarily influenced by reading experience, exhibiting a greater reliance on the frontotemporal semantic network with enhanced sentence-level reading performance. Furthermore, reading experience did not significantly affect the brain function of children, but had a positive effect on young adults in the lower-level process and on middle-aged and older adults in the higher-level process. These findings indicate that the brain function for lower- and higher-level processes of reading comprehension is differently affected by maturation and reading experience, and the experience effect is contingent on age regarding the two processes.
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Affiliation(s)
| | | | | | | | - Ting Qi
- Beijing University of Posts and Telecommunications
| | | | | | | | - Li Liu
- Beijing Normal University
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4
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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] [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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5
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Liu CY, Tao R, Qin L, Matthews S, Siok WT. Functional connectivity during orthographic, phonological, and semantic processing of Chinese characters identifies distinct visuospatial and phonosemantic networks. Hum Brain Mapp 2022; 43:5066-5080. [PMID: 36097409 PMCID: PMC9582368 DOI: 10.1002/hbm.26075] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Revised: 07/22/2022] [Accepted: 08/14/2022] [Indexed: 11/12/2022] Open
Abstract
While neuroimaging studies have identified brain regions associated with single word reading, its three constituents, namely, orthography, phonology, and meaning, and the functional connectivity of their networks remain underexplored. This study examined the neurocognitive underpinnings of these neural activations and functional connectivity of the identified brain regions using a within-subject design. Thirty-one native Mandarin speakers performed orthographic, phonological, and semantic judgment tasks during functional magnetic resonance imaging. The results indicated that the three processes shared a core network consisting of a large region in the left prefrontal cortex, fusiform gyrus, and medial superior frontal gyrus but not the superior temporal gyrus. Orthographic processing more strongly recruited the left dorsolateral prefrontal cortex, left superior parietal lobule and bilateral fusiform gyri; semantic processing more strongly recruited the left inferior frontal gyrus and left middle temporal gyrus, whereas phonological processing more strongly activated the dorsal part of the precentral gyrus. Functional connectivity analysis identified a posterior visuospatial network and a frontal phonosemantic network interfaced by the left middle frontal gyrus. We conclude that reading Chinese recruits cognitive resources that correspond to basic task demands with unique features best explained in connection with the individual reading subprocesses.
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Affiliation(s)
- Chun Yin Liu
- Department of LinguisticsThe University of Hong KongHong Kong SARChina
| | - Ran Tao
- Department of LinguisticsThe University of Hong KongHong Kong SARChina
- Research Centre for Language, Cognition, and Neuroscience, Department of Chinese and Bilingual StudiesThe Hong Kong Polytechnic UniversityHong Kong SARChina
| | - Lang Qin
- Department of LinguisticsThe University of Hong KongHong Kong SARChina
- Center for MRI Research, Academy for Advanced Interdisciplinary StudiesPeking UniversityBeijingChina
| | - Stephen Matthews
- Department of LinguisticsThe University of Hong KongHong Kong SARChina
| | - Wai Ting Siok
- Department of LinguisticsThe University of Hong KongHong Kong SARChina
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6
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Nathaniel U, Weiss Y, Barouch B, Katzir T, Bitan T. Start shallow and grow deep: The development of a Hebrew reading brain. Neuropsychologia 2022; 176:108376. [PMID: 36181772 DOI: 10.1016/j.neuropsychologia.2022.108376] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Revised: 08/06/2022] [Accepted: 09/25/2022] [Indexed: 11/27/2022]
Abstract
Brain plasticity implies that readers of different orthographies can have different reading networks. Theoretical models suggest that reading acquisition in transparent orthographies relies on mapping smaller orthographic units to phonology, than reading opaque orthographies; but what are the neural mechanisms underlying this difference? Hebrew has a transparent (pointed) script used for beginners, and a non-transparent script used for skilled readers. The current study examined the developmental changes in brain regions associated with phonological and orthographic processes during reading pointed and un-pointed words. Our results highlight some changes that are universal in reading development, such as a developmental increase in frontal involvement (in bilateral inferior frontal gyrus (IFG) pars opercularis), and increase in left asymmetry (in IFG pars opercularis and superior temporal gyrus, STG) of the reading network. Our results also showed a developmental increase in activation in STG, which stands in contrast to previous studies in other orthographies. We further found an interaction of word length and diacritics in bilateral STG and VWFA across both groups. These findings suggest that children slightly adjust their reading depending on orthographic transparency, relying on smaller units when reading a transparent script and on larger units when reading an opaque script. Our results also showed that phonological abilities across groups correlated with activation in the VWFA, regardless of transparency, supporting the continued role of phonology at all levels of orthographic transparency. Our findings are consistent with multiple route reading models, in which both phonological and orthographic processing of multiple size units continue to play a role in children's reading of transparent and opaque scripts during reading development. The results further demonstrate the importance of taking into account differences between orthographies when constructing neural models of reading acquisition.
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Affiliation(s)
- Upasana Nathaniel
- Psychology Department and Institute for Information Processing and Decision Making, University of Haifa, Israel; Integrated Brain and Behavior Center (IBBRC), University of Haifa, Israel.
| | - Yael Weiss
- Institute for Learning and Brain Sciences, University of Washington, Seattle, WA, USA
| | - Bechor Barouch
- Psychology Department and Institute for Information Processing and Decision Making, University of Haifa, Israel
| | - Tami Katzir
- Department of Learning Disabilities, The E.J. Safra Brain Research Center for the Study of Learning Disabilities, University of Haifa, Israel
| | - Tali Bitan
- Psychology Department and Institute for Information Processing and Decision Making, University of Haifa, Israel; Integrated Brain and Behavior Center (IBBRC), University of Haifa, Israel; Department of Speech Language Pathology, University of Toronto, Toronto, Canada
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7
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Guo W, Geng S, Cao M, Feng J. The Brain Connectome for Chinese Reading. Neurosci Bull 2022; 38:1097-1113. [PMID: 35575936 PMCID: PMC9468198 DOI: 10.1007/s12264-022-00864-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 03/20/2022] [Indexed: 10/18/2022] Open
Abstract
Chinese, as a logographic language, fundamentally differs from alphabetic languages like English. Previous neuroimaging studies have mainly focused on alphabetic languages, while the exploration of Chinese reading is still an emerging and fast-growing research field. Recently, a growing number of neuroimaging studies have explored the neural circuit of Chinese reading. Here, we summarize previous research on Chinese reading from a connectomic perspective. Converging evidence indicates that the left middle frontal gyrus is a specialized hub region that connects the ventral with dorsal pathways for Chinese reading. Notably, the orthography-to-phonology and orthography-to-semantics mapping, mainly processed in the ventral pathway, are more specific during Chinese reading. Besides, in addition to the left-lateralized language-related regions, reading pathways in the right hemisphere also play an important role in Chinese reading. Throughout, we comprehensively review prior findings and emphasize several challenging issues to be explored in future work.
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Affiliation(s)
- Wanwan Guo
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, 200433, China
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Ministry of Education), Fudan University, Shanghai, 200433, China
| | - Shujie Geng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, 200433, China
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Ministry of Education), Fudan University, Shanghai, 200433, China
| | - Miao Cao
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, 200433, China.
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Ministry of Education), Fudan University, Shanghai, 200433, China.
| | - Jianfeng Feng
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, 200433, China.
- Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Ministry of Education), Fudan University, Shanghai, 200433, China.
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8
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Cao F, Fan Y, Yan X, Chen W, Dodson-Garrett M, Spray GJ, Wang Z, Deng Y. Greater Similarity Between L1 and L2's Brain Network in Adults Than in Children. Front Neurosci 2022; 16:816729. [PMID: 35546873 PMCID: PMC9084229 DOI: 10.3389/fnins.2022.816729] [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] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 03/09/2022] [Indexed: 11/13/2022] Open
Abstract
It has been documented that processing L2 and L1 engages a very similar brain network in bilingual adults. However, it is not known whether this similarity is evident in bilingual children as well or it develops with learning from children to adults. In the current study, we compared brain activation in Chinese-English bilingual children and adults during L1 and L2 processing. We found greater similarity between L1 and L2 in adults than in children, supporting the convergence hypothesis which argues that when the proficiency of L2 increases, the L2's brain network converges to the L1's brain network. We also found greater differences between adults and children in the brain for L2 processing than L1 processing, even though there were comparable increase in proficiency from children to adults in L1 and L2. It suggests an elongated developmental course for L2. This study provides important insights about developmental changes in the bilingual brain.
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Affiliation(s)
- Fan Cao
- Department of Psychology, Sun Yat-sen University, Guangzhou, China
| | - Yuyu Fan
- Department of Psychology, Sun Yat-sen University, Guangzhou, China
| | - Xin Yan
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States
| | - Wuying Chen
- School of Education Science, Jiangsu Normal University, Xuzhou, China
| | - Maddie Dodson-Garrett
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States
| | - Gregory J. Spray
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States
| | - Zhao Wang
- School of Chinese Language and Literature, Shaanxi Normal University, Xi’an, China
| | - Yuan Deng
- CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, China
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9
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Qu J, Pang Y, Liu X, Cao Y, Huang C, Mei L. Task modulates the orthographic and phonological representations in the bilateral ventral Occipitotemporal cortex. Brain Imaging Behav 2022; 16:1695-1707. [PMID: 35247162 DOI: 10.1007/s11682-022-00641-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/18/2022] [Indexed: 11/25/2022]
Abstract
As a key area in word reading, the left ventral occipitotemporal cortex is proposed for abstract orthographic processing, and its middle part has even been labeled as the visual word form area. Because the definition of the VWFA largely varies and the reading task differs across studies, the function of the left ventral occipitotemporal cortex in word reading is continuingly debated on whether this region is specific for orthographic processing or be involved in an interactive framework. By using representational similarity analysis (RSA), this study examined information representation in the VWFA at the individual level and the modulatory effect of reading task. Twenty-four subjects were scanned while performing the explicit (i.e., the naming task) and implicit (i.e., the perceptual task) reading tasks. Activation analysis showed that the naming task elicited greater activation in regions related to phonological processing (e.g., the bilateral prefrontal cortex and temporoparietal cortex), while the perceptual task recruited greater activation in visual cortex and default mode network (e.g., the bilateral middle frontal gyrus, angular gyrus, and the right middle temporal gyrus). More importantly, RSA also showed that task modulated information representation in the bilateral anterior occipitotemporal cortex and VWFA. Specifically, ROI-based RSA revealed enhanced orthographic and phonological representations in the bilateral anterior fusiform cortex and VWFA in the naming task relative to the perceptual task. These results suggest that lexical representation in the VWFA is influenced by the demand of phonological processing, which supports the interactive account of the VWFA.
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Affiliation(s)
- Jing Qu
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents (South China Normal University), Ministry of Education, Guangzhou, China
- School of Psychology, South China Normal University, Guangzhou, 510631, China
- Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Yingdan Pang
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents (South China Normal University), Ministry of Education, Guangzhou, China
- School of Psychology, South China Normal University, Guangzhou, 510631, China
- Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Xiaoyu Liu
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents (South China Normal University), Ministry of Education, Guangzhou, China
- School of Psychology, South China Normal University, Guangzhou, 510631, China
- Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Ying Cao
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents (South China Normal University), Ministry of Education, Guangzhou, China
- School of Psychology, South China Normal University, Guangzhou, 510631, China
- Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Chengmei Huang
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents (South China Normal University), Ministry of Education, Guangzhou, China
- School of Psychology, South China Normal University, Guangzhou, 510631, China
- Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, 510631, China
| | - Leilei Mei
- Philosophy and Social Science Laboratory of Reading and Development in Children and Adolescents (South China Normal University), Ministry of Education, Guangzhou, China.
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10
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Gao Y, Meng X, Bai Z, Liu X, Zhang M, Li H, Ding G, Liu L, Booth JR. Left and Right Arcuate Fasciculi Are Uniquely Related to Word Reading Skills in Chinese-English Bilingual Children. NEUROBIOLOGY OF LANGUAGE (CAMBRIDGE, MASS.) 2022; 3:109-131. [PMID: 37215330 PMCID: PMC10158580 DOI: 10.1162/nol_a_00051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 07/10/2021] [Indexed: 05/24/2023]
Abstract
Whether reading in different writing systems recruits language-unique or language-universal neural processes is a long-standing debate. Many studies have shown the left arcuate fasciculus (AF) to be involved in phonological and reading processes. In contrast, little is known about the role of the right AF in reading, but some have suggested that it may play a role in visual spatial aspects of reading or the prosodic components of language. The right AF may be more important for reading in Chinese due to its logographic and tonal properties, but this hypothesis has yet to be tested. We recruited a group of Chinese-English bilingual children (8.2 to 12.0 years old) to explore the common and unique relation of reading skill in English and Chinese to fractional anisotropy (FA) in the bilateral AF. We found that both English and Chinese reading skills were positively correlated with FA in the rostral part of the left AF-direct segment. Additionally, English reading skill was positively correlated with FA in the caudal part of the left AF-direct segment, which was also positively correlated with phonological awareness. In contrast, Chinese reading skill was positively correlated with FA in certain segments of the right AF, which was positively correlated with visual spatial ability, but not tone discrimination ability. Our results suggest that there are language universal substrates of reading across languages, but that certain left AF nodes support phonological mechanisms important for reading in English, whereas certain right AF nodes support visual spatial mechanisms important for reading in Chinese.
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Affiliation(s)
- Yue Gao
- State Key Laboratory of Cognitive Neuroscience and Learning, and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Xiangzhi Meng
- School of Psychological and Cognitive Sciences, Beijing Key Laboratory of Behavioral and Mental Health, Peking University, Beijing, China
- PekingU-PolyU Center for Child Development and Learning, Beijing, China
| | - Zilin Bai
- State Key Laboratory of Cognitive Neuroscience and Learning, and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Xin Liu
- Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands
| | - Manli Zhang
- Department of Cognitive Neuroscience and Maastricht Brain Imaging Center, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands
| | - Hehui Li
- State Key Laboratory of Cognitive Neuroscience and Learning, and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Guosheng Ding
- State Key Laboratory of Cognitive Neuroscience and Learning, and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Li Liu
- State Key Laboratory of Cognitive Neuroscience and Learning, and IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - James R. Booth
- Department of Psychology and Human Development, Vanderbilt University, Nashville, TN, USA
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11
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Xia Z, Yang T, Cui X, Hoeft F, Liu H, Zhang X, Shu H, Liu X. Neurofunctional basis underlying audiovisual integration of print and speech sound in Chinese children. Eur J Neurosci 2022; 55:806-826. [PMID: 35032071 DOI: 10.1111/ejn.15597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 11/10/2021] [Accepted: 01/07/2022] [Indexed: 11/30/2022]
Abstract
Effortless print-sound integration is essential to reading development, and the superior temporal cortex (STC) is the most critical brain region. However, to date, the conclusion is almost restricted to alphabetic orthographies. To examine the neural basis in non-alphabetic languages and its relationship with reading abilities, we conducted a functional magnetic resonance imaging study in typically developing Chinese children. Two neuroimaging-based indicators of audiovisual processing-additive enhancement (higher activation in the congruent than the average activation of unimodal conditions) and neural integration (different activations between the congruent versus incongruent conditions)-were used to investigate character-sounds (opaque) and pinyin-sounds (transparent) processing. We found additive enhancement in bilateral STCs processing both character and pinyin stimulations. Moreover, the neural integrations in the left STC for the two scripts were strongly correlated. In terms of differentiation, first, areas beyond the STCs showed additive enhancement in processing pinyin-sounds. Second, while the bilateral STCs, left inferior/middle frontal and parietal regions manifested a striking neural integration (incongruent > congruent) for character-sounds, no significant clusters were revealed for pinyin-sounds. Finally, the neural integration in the left middle frontal gyrus for characters was specifically associated with silent reading comprehension proficiency, indicating automatic semantic processing during implicit character-sound integration. In contrast, the neural integration in the left STC for pinyin was specifically associated with oral reading fluency that relies on grapho-phonological mapping. To summarize, this study revealed both script-universal and script-specific neurofunctional substrates of print-sound integration as well as their processing- and region-dependent associations with reading abilities in typical Chinese children.
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Affiliation(s)
- Zhichao Xia
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, China.,School of Systems Science, Beijing Normal University, China
| | - Ting Yang
- Faculty of Psychology, Beijing Normal University, China.,Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology, Beijing Normal University, China
| | - Xin Cui
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, China.,Haskins Laboratories, USA
| | - Fumiko Hoeft
- Haskins Laboratories, USA.,Department of Psychological Sciences and Brain Imaging Research Center, University of Connecticut, USA.,Department of Psychiatry and Weill Institute for Neurosciences and Dyslexia Center, University of California, San Francisco, USA.,Department of Neuropsychiatry, Keio University School of Medicine, Japan
| | - Hong Liu
- Faculty of Psychology, Beijing Normal University, China.,Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology, Beijing Normal University, China.,Department of Psychological Sciences and Brain Imaging Research Center, University of Connecticut, USA
| | - Xianglin Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, China
| | - Hua Shu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, China
| | - Xiangping Liu
- Faculty of Psychology, Beijing Normal University, China.,Beijing Key Laboratory of Applied Experimental Psychology, National Demonstration Center for Experimental Psychology Education, Faculty of Psychology, Beijing Normal University, China
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12
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Zhao J, Wang J, Huang C, Liang P. Involvement of the dorsal and ventral attention networks in visual attention span. Hum Brain Mapp 2022; 43:1941-1954. [PMID: 34984762 PMCID: PMC8933248 DOI: 10.1002/hbm.25765] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 11/07/2021] [Accepted: 12/09/2021] [Indexed: 12/12/2022] Open
Abstract
Visual attention span (VAS), which refers to the window size of multielement parallel processing in a short time, plays an important role in higher‐level cognition (e.g., reading) as required by encoding large amounts of information input. However, it is still a matter of debate about the underlying neural mechanism of VAS. In the present study, a modified visual 1‐back task was designed by using nonverbal stimuli and nonverbal responses, in which possible influences of target presence and position were considered to identify more pure VAS processing. A task‐driven functional magnetic resonance imaging (fMRI) experiment was then performed, and 30 healthy adults participated in this study. Results of confirmatory and exploratory analyses consistently revealed that both dorsal attention network (DAN) and ventral attention network (VAN) were significantly activated during this visual simultaneous processing. In particular, more significant activation in the left superior parietal lobule (LSPL), as compared to that in the bilateral inferior frontal gyrus (IFGs), suggested a greater involvement of DAN in VAS‐related processing in contrast to VAN. In addition, it was also found that the activation in temporoparietal junctions (TPJs) were suppressed during multielement processing only in the target‐absent condition. The current results suggested the recruitment of LSPL in covert attentional shifts and top‐down control of VAS resources distribution during the rapid visual simultaneous processing, as well as the involvement of bilateral IFGs (especially RIFG) in both VAS processing and inhibitory control. The present findings might bring some enlightenments for diagnosis of the atypicality of attentional disorders and reading difficulties.
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Affiliation(s)
- Jing Zhao
- Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, China
| | - Junkai Wang
- Department of Psychology, Tsinghua University, Beijing, China
| | - Chen Huang
- Department of Psychology, Zhejiang University, Hangzhou, China
| | - Peipeng Liang
- Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, China
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13
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Lai CH, Hsieh SK, Lee CL, Su LIW, Liu TH, Lu CR, Tsai IN, Chou TL. Neuro-Cognitive Differences in Semantic Processing Between Native Speakers and Proficient Learners of Mandarin Chinese. Front Psychol 2021; 12:781304. [PMID: 34867693 PMCID: PMC8637610 DOI: 10.3389/fpsyg.2021.781304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Accepted: 10/28/2021] [Indexed: 11/21/2022] Open
Abstract
The present study aimed to investigate the neural mechanism underlying semantic processing in Mandarin Chinese adult learners, focusing on the learners who were Indo-European language speakers with advanced levels of proficiency in Mandarin Chinese. We used functional magnetic resonance imaging technique and a semantic judgment task to test 24 Mandarin Chinese adult learners (L2 group) and 26 Mandarin Chinese adult native speakers (L1 group) as a control group. In the task, participants were asked to indicate whether two-character pairs were related in meaning. Compared to the L1 group, the L2 group had greater activation in the bilateral occipital regions, including the fusiform gyrus and middle occipital gyrus, as well as the right superior parietal lobule. On the other hand, less activation in the bilateral temporal regions was found in the L2 group relative to the L1 group. Correlation analysis further revealed that, within the L2 group, increased activation in the left middle temporal gyrus/superior temporal gyrus (M/STG, BA 21) was correlated with higher accuracy in the semantic judgment task as well as better scores in the two vocabulary tests, the Assessment of Chinese character list for grade 3 to grade 9 (A39) and the Peabody Picture Vocabulary Test-Revised. In addition, functional connectivity analysis showed that connectivity strength between the left fusiform gyrus and left ventral inferior frontal gyrus (IFG, BA 47) was modulated by the accuracy in the semantic judgment task in the L1 group. By contrast, this modulation effect was weaker in the L2 group. Taken together, our study suggests that Mandarin Chinese adult learners rely on greater recruitment of the bilateral occipital regions to process orthographic information to access the meaning of Chinese characters. Also, our correlation results provide convergent evidence that the left M/STG (BA 21) plays a crucial role in the storage of semantic knowledge for readers to access to conceptual information. Moreover, the connectivity results indicate that the left ventral pathway (left fusiform gyrus-left ventral IFG) is associated with orthographic-semantic processing in Mandarin Chinese. However, this semantic-related ventral pathway might require more time and language experience to be developed, especially for the late adult learners of Mandarin Chinese.
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Affiliation(s)
- Chia-Ho Lai
- Department of Psychology, New York University, New York, NY, United States.,Department of Psychology, National Taiwan University, Taipei, Taiwan
| | - Shu-Kai Hsieh
- Graduate Institute of Linguistics, National Taiwan University, Taipei, Taiwan
| | - Chia-Lin Lee
- Department of Psychology, National Taiwan University, Taipei, Taiwan.,Graduate Institute of Linguistics, National Taiwan University, Taipei, Taiwan
| | - Lily I-Wen Su
- Graduate Institute of Linguistics, National Taiwan University, Taipei, Taiwan
| | - Te-Hsin Liu
- Graduate Program of Teaching Chinese as a Second Language, National Taiwan University, Taipei, Taiwan
| | - Chia-Rung Lu
- Graduate Institute of Linguistics, National Taiwan University, Taipei, Taiwan
| | - I-Ni Tsai
- Graduate Program of Teaching Chinese as a Second Language, National Taiwan University, Taipei, Taiwan
| | - Tai-Li Chou
- Department of Psychology, National Taiwan University, Taipei, Taiwan.,Graduate Institute of Linguistics, National Taiwan University, Taipei, Taiwan.,Neurobiology and Cognitive Science Center, National Taiwan University, Taipei, Taiwan
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14
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Chao PC, Chen WF, Zevin J, Lee CY. Neural correlates of phonology-to-orthography mapping consistency effects on Chinese spoken word recognition. BRAIN AND LANGUAGE 2021; 219:104961. [PMID: 33965686 DOI: 10.1016/j.bandl.2021.104961] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Revised: 02/23/2021] [Accepted: 04/12/2021] [Indexed: 06/12/2023]
Abstract
Previous studies have shown that reading experience reshapes speech processing. The orthography can be implemented in the brain by restructuring the phonological representations or being co-activated during spoken word recognition. This study utilized event-related functional magnetic resonance imaging and functional connectivity analysis to examine the neural mechanism underlying two types of orthographic effects in the Chinese auditory semantic category task, namely phonology-to-orthography consistency (POC) and homophone density (HD). We found that the POC effects originated from the speech network, suggesting that sublexical orthographic information could change the organization of preexisting phonological representations when learning to read. Meanwhile, the HD effects were localized to the left fusiform and lingual gyrus, suggesting that lexical orthographic knowledge may be activated online during spoken word recognition. These results demonstrated the different natures and neural mechanisms for the POC and HD effects on Chinese spoken word recognition.
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Affiliation(s)
- Pei-Chun Chao
- Institute of Linguistics, Academia Sinica, Taipei, Taiwan
| | - Wei-Fan Chen
- Institute of Linguistics, Academia Sinica, Taipei, Taiwan
| | - Jason Zevin
- Department of Psychology, University of Southern California, Los Angeles, CA, United States
| | - Chia-Ying Lee
- Institute of Linguistics, Academia Sinica, Taipei, Taiwan; Institute of Cognitive Neuroscience, National Central University, Taoyuan, Taiwan; Research Center for Mind, Brain, and Learning, National Chengchi University, Taipei, Taiwan; Interdisciplinary Neuroscience, Taiwan International Graduate Program, Academia Sinica, Taipei, Taiwan.
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15
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Qu J, Hu L, Liu X, Dong J, Yang R, Mei L. The contributions of the left hippocampus and bilateral inferior parietal lobule to form-meaning associative learning. Psychophysiology 2021; 58:e13834. [PMID: 33949705 DOI: 10.1111/psyp.13834] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 04/13/2021] [Accepted: 04/13/2021] [Indexed: 11/26/2022]
Abstract
Existing studies have identified crucial roles for the hippocampus and a distributed set of cortical regions (e.g., the inferior parietal cortex) in learning novel words. Nevertheless, researchers have not clearly determined how the hippocampus and cortical regions dynamically interact during novel word learning, especially during form-meaning associative learning. As a method to address this question, we used an online learning paradigm and representational similarity analysis to explore the contributions of the hippocampus and neocortex to form-meaning associative learning. Twenty-nine native Chinese college students were recruited to learn 30 form-meaning pairs, which were repeated 7 times during fMRI scan. Form-meaning associative learning elicited activations in a wide neural network including regions required for word processing (i.e., the bilateral inferior frontal gyrus and the occipitotemporal cortex), regions required for encoding (i.e., the bilateral parahippocampus and hippocampus), and regions required for cognitive control (i.e., the anterior cingulate cortex and dorsolateral prefrontal cortex). More importantly, our study revealed the differential roles of the left hippocampus and bilateral inferior parietal lobule (IPL) in form-meaning associative learning. Specifically, higher pattern similarity in the bilateral IPL in the early learning phase (repetitions 1 to 3) was related to better learning performance, while higher pattern similarity in the left hippocampus in the late learning phase (repetitions 5 to 7) was associated with better learning performance. These findings indicate that the hippocampus and cortical regions (e.g., the IPL) contribute to form-meaning learning in different stages.
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Affiliation(s)
- Jing Qu
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou, China.,School of Psychology, South China Normal University, Guangzhou, China.,Center for Studies of Psychological Application, South China Normal University, Guangzhou, China.,Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
| | - Liyuan Hu
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou, China.,School of Psychology, South China Normal University, Guangzhou, China.,Center for Studies of Psychological Application, South China Normal University, Guangzhou, China.,Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
| | - Xiaoyu Liu
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou, China.,School of Psychology, South China Normal University, Guangzhou, China.,Center for Studies of Psychological Application, South China Normal University, Guangzhou, China.,Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
| | - Jie Dong
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou, China.,School of Psychology, South China Normal University, Guangzhou, China.,Center for Studies of Psychological Application, South China Normal University, Guangzhou, China.,Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
| | - Rui Yang
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou, China.,School of Psychology, South China Normal University, Guangzhou, China.,Center for Studies of Psychological Application, South China Normal University, Guangzhou, China.,Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
| | - Leilei Mei
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou, China.,School of Psychology, South China Normal University, Guangzhou, China.,Center for Studies of Psychological Application, South China Normal University, Guangzhou, China.,Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
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16
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The Differences in the Whole-Brain Functional Network between Cantonese-Mandarin Bilinguals and Mandarin Monolinguals. Brain Sci 2021; 11:brainsci11030310. [PMID: 33801390 PMCID: PMC8000089 DOI: 10.3390/brainsci11030310] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 02/06/2021] [Accepted: 02/25/2021] [Indexed: 01/21/2023] Open
Abstract
Cantonese-Mandarin bilinguals are logographic-logographic bilinguals that provide a unique population for bilingual studies. Whole brain functional connectivity analysis makes up for the deficiencies of previous bilingual studies on the seed-based approach and helps give a complete picture of the brain connectivity profiles of logographic-logographic bilinguals. The current study is to explore the effect of the long-term logographic-logographic bilingual experience on the functional connectivity of the whole-brain network. Thirty Cantonese-Mandarin bilingual and 30 Mandarin monolingual college students were recruited in the study. Resting state functional magnetic resonance imaging (rs-fMRI) was performed to investigate the whole-brain functional connectivity differences by network-based statistics (NBS), and the differences in network efficiency were investigated by graph theory between the two groups (false discovery rate corrected for multiple comparisons, q = 0.05). Compared with the Mandarin monolingual group, Cantonese-Mandarin bilinguals increased functional connectivity between the bilateral frontoparietal and temporal regions and decreased functional connectivity in the bilateral occipital cortex and between the right sensorimotor region and bilateral prefrontal cortex. No significant differences in network efficiency were found between the two groups. Compared with the Mandarin monolinguals, Cantonese-Mandarin bilinguals had no significant discrepancies in network efficiency. However, the Cantonese-Mandarin bilinguals developed a more strongly connected subnetwork related to language control, inhibition, phonological and semantic processing, and memory retrieval, whereas a weaker connected subnetwork related to visual and phonology processing, and speech production also developed.
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17
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Zhou W, Cui X, Shi B, Su M, Cao M. The development of brain functional connectome during text reading. Dev Cogn Neurosci 2021; 48:100927. [PMID: 33556881 PMCID: PMC7868633 DOI: 10.1016/j.dcn.2021.100927] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 12/15/2020] [Accepted: 01/22/2021] [Indexed: 11/30/2022] Open
Abstract
Reading is an important skill for human beings to obtain information, whose acquisition is a major learning task for children. Especially, compared with single word reading, text reading requires an integration of multiple cognitive processes, which makes its underlying neural developmental mechanism not only extremely complicated but also remained poorly understood. Employing the graph theory analysis method, the present study explored the development of brain in the context of story reading from the perspective of connectomics. Forty-two primary school students and thirty-two adults read the stories in the functional magnetic resonance imaging (fMRI) experiment. We found that compared with children, adults had increased connectivity strength, nodal degree, and modular interactions for vision-related and semantics-related brain regions while decreased connectivity strength, nodal degree, and modular interactions for phonology-related brain regions. Brain-behavior association analysis suggested that the transmission to vision-related brain circuits would enhance the reading performance in adults, whereas phonology-related brain circuits played important roles in children’s reading before they develop into fluent readers. Collectivity, we highlight a shift from reliance on phonology-related networks to semantics-related and vision-related networks with age for text reading, which provides insights into the underlying neural signature of developmental cognitive mechanisms.
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Affiliation(s)
- Wei Zhou
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, 100037, China
| | - Xiaohui Cui
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, 100037, China
| | - Baoguo Shi
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, 100037, China
| | - Mengmeng Su
- College of Elementary Education, Capital Normal University, Beijing, 100037, China.
| | - Miao Cao
- Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University, Shanghai, 200433, China; Key Laboratory of Computational Neuroscience and Brain-Inspired Intelligence (Fudan University), Ministry of Education, China.
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18
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Zhang L, Hu J, Liu X, Nichols ES, Lu C, Liu L. Disrupted Subcortical-Cortical Connections in a Phonological but Not Semantic Task in Chinese Children With Dyslexia. Front Hum Neurosci 2021; 14:611008. [PMID: 33536890 PMCID: PMC7848143 DOI: 10.3389/fnhum.2020.611008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 12/21/2020] [Indexed: 11/26/2022] Open
Abstract
Reading disability has been considered as a disconnection syndrome. Recently, an increasing number of studies have emphasized the role of subcortical regions in reading. However, the majority of research on reading disability has focused on the connections amongst brain regions within the classic cortical reading network. Here, we used graph theoretical analysis to investigate whether subcortical regions serve as hubs (regions highly connected with other brain regions) during reading both in Chinese children with reading disability (N = 15, age ranging from 11.03 to 13.08 years) and in age-matched typically developing children (N = 16, age ranging from 11.17 to 12.75 years) using a visual rhyming judgment task and a visual meaning judgment task. We found that the bilateral thalami were the unique hubs for typically developing children across both tasks. Additionally, subcortical regions (right putamen, left pallidum) were also unique hubs for typically developing children but only in the rhyming task. Among these subcortical hub regions, the left pallidum showed reduced connectivity with inferior frontal regions in the rhyming judgment but not semantic task in reading disabled compared with typically developing children. These results suggest that subcortical-cortical disconnection, which may be particularly relevant to the phonological and phonology-related learning process, may be associated with Chinese reading disability.
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Affiliation(s)
- Lihuan Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Jiali Hu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Xin Liu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Emily S Nichols
- Faculty of Education, Western University, London, ON, Canada.,Brain and Mind Institute, Western University, London, ON, Canada
| | - Chunming Lu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Li Liu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
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19
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Feng X, Altarelli I, Monzalvo K, Ding G, Ramus F, Shu H, Dehaene S, Meng X, Dehaene-Lambertz G. A universal reading network and its modulation by writing system and reading ability in French and Chinese children. eLife 2020; 9:54591. [PMID: 33118931 PMCID: PMC7669264 DOI: 10.7554/elife.54591] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 10/26/2020] [Indexed: 01/12/2023] Open
Abstract
Are the brain mechanisms of reading acquisition similar across writing systems? And do similar brain anomalies underlie reading difficulties in alphabetic and ideographic reading systems? In a cross-cultural paradigm, we measured the fMRI responses to words, faces, and houses in 96 Chinese and French 10-year-old children, half of whom were struggling with reading. We observed a reading circuit which was strikingly similar across languages and consisting of the left fusiform gyrus, superior temporal gyrus/sulcus, precentral and middle frontal gyri. Activations in some of these areas were modulated either by language or by reading ability, but without interaction between those factors. In various regions previously associated with dyslexia, reading difficulty affected activation similarly in Chinese and French readers, including the middle frontal gyrus, a region previously described as specifically altered in Chinese. Our analyses reveal a large degree of cross-cultural invariance in the neural correlates of reading acquisition and reading impairment.
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Affiliation(s)
- Xiaoxia Feng
- Cognitive Neuroimaging Unit, CEA DRF/I2BM, INSERM, NeuroSpin Center, Université Paris-Saclay, Gif-sur-Yvette, France.,State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Irene Altarelli
- Cognitive Neuroimaging Unit, CEA DRF/I2BM, INSERM, NeuroSpin Center, Université Paris-Saclay, Gif-sur-Yvette, France.,Université de Paris, LaPsyDÉ, CNRS, Paris, France
| | - Karla Monzalvo
- Cognitive Neuroimaging Unit, CEA DRF/I2BM, INSERM, NeuroSpin Center, Université Paris-Saclay, Gif-sur-Yvette, France
| | - Guosheng Ding
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Franck Ramus
- Laboratoire de Sciences Cognitives et Psycholinguistique (ENS, CNRS, EHESS), Ecole Normale Supérieure, PSL Research University, Paris, France
| | - Hua Shu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China
| | - Stanislas Dehaene
- Cognitive Neuroimaging Unit, CEA DRF/I2BM, INSERM, NeuroSpin Center, Université Paris-Saclay, Gif-sur-Yvette, France.,Collège de France, Université PSL Paris Sciences Lettres, Paris, France
| | - Xiangzhi Meng
- School of Psychological and Cognitive Sciences, Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, China.,PekingU-PolyU Center for Child Development and Learning, Peking University, Beijing, China
| | - Ghislaine Dehaene-Lambertz
- Cognitive Neuroimaging Unit, CEA DRF/I2BM, INSERM, NeuroSpin Center, Université Paris-Saclay, Gif-sur-Yvette, France
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20
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Kim SY, Liu L, Liu L, Cao F. Neural representational similarity between L1 and L2 in spoken and written language processing. Hum Brain Mapp 2020; 41:4935-4951. [PMID: 32820847 PMCID: PMC7643388 DOI: 10.1002/hbm.25171] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Revised: 07/10/2020] [Accepted: 07/18/2020] [Indexed: 11/11/2022] Open
Abstract
Despite substantial research on the brain mechanisms of L1 and L2 processing in bilinguals, it is still unknown whether language modality (i.e., visual vs. auditory) plays a role in determining whether L1 and L2 are processed similarly. Therefore, we examined the neural representational similarity in neural networks between L1 and L2 in spoken and written word processing in Korean-English-Chinese trilinguals. Participants performed both visual and auditory rhyming judgments in the three languages: Korean, English, and Chinese. The results showed greater similarity among the three languages in the auditory modality than in the visual modality, suggesting more differentiated networks for written word processing in the three languages than spoken word processing. In addition, there was less similarity between spoken and written word processing in L1 than the L2s, suggesting a more specialized network for each modality in L1 than L2s. Finally, the similarity between the two L2s (i.e., Chinese and English) was greater than that between each L2 and L1 after task performance was regressed out, especially in the visual modality, suggesting that L2s are processed similarly. These findings provide important insights about spoken and written language processing in the bilingual brain.
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Affiliation(s)
- Say Young Kim
- Department of English Language and Literature, Hanyang University, Seoul, Korea.,Hanyang Institute for Phonetics and Cognitive Sciences of Language, Hanyang University, Seoul, Korea
| | - Lanfang Liu
- Department of Psychology, Sun Yat-Sen University, Guangzhou, China.,State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China
| | - Li Liu
- State Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, China
| | - Fan Cao
- Department of Psychology, Sun Yat-Sen University, Guangzhou, China
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21
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Siok WT, Jia F, Liu CY, Perfetti CA, Tan LH. A Lifespan fMRI Study of Neurodevelopment Associated with Reading Chinese. Cereb Cortex 2020; 30:4140-4157. [PMID: 32108219 PMCID: PMC7264688 DOI: 10.1093/cercor/bhaa038] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2019] [Revised: 01/14/2020] [Accepted: 02/01/2020] [Indexed: 11/14/2022] Open
Abstract
We used functional magnetic resonance imaging (fMRI) to map the neural systems involved in reading Chinese in 125 participants 6-74 years old to examine two theoretical issues: how brain structure and function are related in the context of the lifetime neural development of human cognition and whether the neural network for reading is universal or different across languages. Our findings showed that a common network of left frontal and occipital regions typically involved in reading Chinese was recruited across all participants. Crucially, activation in left mid-inferior frontal regions, fusiform and striate-extrastriate sites, premotor cortex, right inferior frontal gyrus, bilateral insula, and supplementary motor area all showed linearly decreasing changes with age. These findings differ from previous findings on alphabetic reading development and suggest that early readers at age 6-7 are already using the same cortical network to process printed words as adults, though the connections among these regions are modulated by reading proficiency, and cortical regions for reading are tuned by experience toward reduced and more focused activation. This fMRI study has demonstrated, for the first time, the neurodevelopment of reading across the lifespan and suggests that learning experience, instead of pre-existing brain structures, determines reading acquisition.
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Affiliation(s)
- Wai Ting Siok
- Department of Linguistics, The University of Hong Kong, Hong Kong
| | - Fanlu Jia
- School of Education and Psychology, University of Jinan, Jinan 250022, China
- Center for Language and Brain, Shenzhen Institute of Neuroscience, Shenzhen 518060, China
| | - Chun Yin Liu
- Department of Linguistics, The University of Hong Kong, Hong Kong
| | - Charles A Perfetti
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Li Hai Tan
- Center for Language and Brain, Shenzhen Institute of Neuroscience, Shenzhen 518060, China
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22
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Zhou W, Kwok VPY, Su M, Luo J, Tan LH. Children's neurodevelopment of reading is affected by China's language input system in the information era. NPJ SCIENCE OF LEARNING 2020; 5:3. [PMID: 32284879 PMCID: PMC7125128 DOI: 10.1038/s41539-020-0062-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Accepted: 03/11/2020] [Indexed: 06/11/2023]
Abstract
Communications through electronic devices require knowledge in typewriting, typically with the pinyin input method in China. Yet, the over utilization of the pronunciation-based pinyin input method may violate the traditional learning processes of written Chinese, which involves abundant visual orthographic analysis of characters and repeated writing. We used functional magnetic resonance imaging to examine the influence of pinyin typing on reading neurodevelopment of intermediate Chinese readers (age 9-11). We found that, relative to less frequent pinyin users, more frequent pinyin users showed an overall weaker pattern of cortical activations in the left middle frontal gyrus, left inferior frontal gyrus, and right fusiform gyrus in performing reading tasks. In addition, more frequent pinyin typists had relatively less gray matter volume in the left middle frontal region, a site known to be crucial for Chinese reading. This study demonstrates that Chinese children's brain development in the information era is affected by the frequent use of the pinyin input method.
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Affiliation(s)
- Wei Zhou
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, 100037 China
| | - Veronica P. Y. Kwok
- Center for Language and Brain, Shenzhen Institute of Neuroscience, Shenzhen, 518060 China
| | - Mengmeng Su
- College of Elementary Education, Capital Normal University, Beijing, 100037 China
| | - Jin Luo
- Beijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, 100037 China
| | - Li Hai Tan
- Center for Language and Brain, Shenzhen Institute of Neuroscience, Shenzhen, 518060 China
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23
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Ip KI, Marks RA, Hsu LSJ, Desai N, Kuan JL, Tardif T, Kovelman L. Morphological processing in Chinese engages left temporal regions. BRAIN AND LANGUAGE 2019; 199:104696. [PMID: 31655417 PMCID: PMC6876548 DOI: 10.1016/j.bandl.2019.104696] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2017] [Revised: 06/28/2019] [Accepted: 09/12/2019] [Indexed: 05/04/2023]
Abstract
Morphological awareness, the ability to manipulate the smallest units of meaning, is critical for Chinese literacy. This is because Chinese characters typically reflect the morphemic, or morpho-syllabic units of language. Yet, the neurocognitive mechanisms underlying Chinese speakers' morphological processing remain understudied. Proficient readers (N = 14) completed morphological and phonological judgment tasks in Chinese, in both auditory and visual modalities, during fMRI imaging. Key to our inquiry were patterns of activation in left temporal regions, especially the superior temporal gyrus, which is critical for phonological processing and reading success. The findings revealed that morphological tasks elicited robust activation in superior and middle temporal regions commonly associated with automated phonological and lexico-semantic analyses. In contrast, the rhyme judgment task elicited greater activation in left frontal lobe regions, reflecting the analytical complexity of sound-to-print mapping in Chinese. The findings suggest that left temporal regions are sensitive to salient morpho-syllabic characteristics of a given language.
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Affiliation(s)
- Ka I Ip
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor, MI 48109, United States
| | - Rebecca A Marks
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor, MI 48109, United States
| | - Lucy Shih-Ju Hsu
- Department of Psychology, The University of Hong Kong, Pokfulam, Hong Kong
| | - Nikita Desai
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor, MI 48109, United States
| | - Ji Ling Kuan
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor, MI 48109, United States
| | - Twila Tardif
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor, MI 48109, United States
| | - Loulia Kovelman
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor, MI 48109, United States; Center for Human Growth and Development, University of Michigan, 300 North Ingalls, Ann Arbor, MI 48109, United States.
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24
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L1 Reading Experience Influences L2 Lexical Learning: Spanish Learning in Chinese Speakers and English Speakers. Neuroscience 2019; 416:255-267. [DOI: 10.1016/j.neuroscience.2019.08.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2019] [Revised: 07/31/2019] [Accepted: 08/01/2019] [Indexed: 12/18/2022]
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25
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Unbiased age-specific structural brain atlases for Chinese pediatric population. Neuroimage 2019; 189:55-70. [PMID: 30625395 DOI: 10.1016/j.neuroimage.2019.01.006] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 12/24/2018] [Accepted: 01/04/2019] [Indexed: 12/14/2022] Open
Abstract
In magnetic resonance (MR) imaging studies of child brain development, structural brain atlases usually serve as important references for the pediatric population, in which individual images are spatially normalized into a common or standard stereotactic space. However, the popular existing pediatric brain atlases (e.g., National Institutes of Health pediatric atlases, NIH-PD) are mostly based on MR images obtained from Caucasian populations and thus are not ideal for the characterization of the brains of Chinese children due to neuroanatomical differences related to genetic and environmental factors. Here, we use an unbiased template construction algorithm to create a set of age-specific Chinese pediatric (CHN-PD) atlases based on high-quality T1-and T2-weighted MR images from 328 cognitively normal Chinese children aged 6-12 years. The CHN-PD brain atlases include asymmetric and symmetric templates, sex-specific templates and tissue probability templates, and contain multiple age-specific templates at one-year intervals. A direct comparison of the CHN-PD and NIH-PD atlases reveals dramatic anatomical differences mainly in the bilateral frontal and parietal regions. After applying the CHN-PD and NIH-PD atlases to two independent Chinese pediatric datasets (N = 114 and N = 71), we find that the CHN-PD atlases result in significantly higher accuracy than the NIH-PD atlases in both predicting "brain age" and guiding brain tissue segmentation. These results suggest that the CHN-PD brain atlases are necessary for studies of the typical and atypical development of the Chinese pediatric population. These CHN-PD atlases have been released on the Neuroimaging Informatics Tools and Resources Clearinghouse (NITRC) website (https://www.nitrc.org/projects/chn-pd).
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26
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Cao F, Yan X, Spray GJ, Liu Y, Deng Y. Brain Mechanisms Underlying Visuo-Orthographic Deficits in Children With Developmental Dyslexia. Front Hum Neurosci 2018; 12:490. [PMID: 30574080 PMCID: PMC6291466 DOI: 10.3389/fnhum.2018.00490] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Accepted: 11/21/2018] [Indexed: 01/05/2023] Open
Abstract
Multiple hypotheses have been proposed to explain the reading difficulty caused by developmental dyslexia (DD). The current study examined visuo-orthographic processing in children with dyslexia to determine whether orthographic deficits are explainable based solely on visual deficits. To identify orthographic-specific, visual perception-specific, and overlapping deficits, we included two tasks (lexical and perceptual) in three Chinese subject groups: children with DD, age-matched controls (AC), and reading matched controls (RC) using functional magnetic resonance imaging (fMRI). We found that the left precuneus showed decreased activation across both tasks for the DD group compared to the two control groups, thus reflecting visual processing deficits in children with DD, which also affects orthographic processing. Furthermore, we found that the functional connectivity between left middle occipital gyrus (LMOG) and left inferior frontal gyrus (IFG) was decreased in the DD group compared to AC and RC for only the lexical task. This suggests a weaker association between orthography and phonology for children with DD. In addition, the children with DD showed decreased functional connectivity between the LMOG and right parahippocampal gyrus for only the visual perceptual task, thereby indicating a weaker association between visual regions for DD during visual symbol processing. Taken together, our findings suggest that the observed orthographic processing deficit in DD might be driven by both a basic visual deficit, and a linguistic deficit.
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Affiliation(s)
- Fan Cao
- 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 Science, The Chinese University of Hong Kong, Shenzhen, Shenzhen, China
| | - Xin Yan
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States
| | - Gregory J Spray
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States
| | - Yanni Liu
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Yuan Deng
- Institute of Psychology, Chinese Academy of Sciences, Beijing, China
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27
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Yang Y, Zhang J, Meng ZL, Qin L, Liu YF, Bi HY. Neural Correlates of Orthographic Access in Mandarin Chinese Writing: An fMRI Study of the Word-Frequency Effect. Front Behav Neurosci 2018; 12:288. [PMID: 30555308 PMCID: PMC6284029 DOI: 10.3389/fnbeh.2018.00288] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2018] [Accepted: 11/08/2018] [Indexed: 12/18/2022] Open
Abstract
Writing is an essential tool for human communication and involves multiple linguistic, cognitive, and motor processes. Chinese, a logographic writing system, differs remarkably from the writing systems of alphabetic languages. The neural substrates of Chinese writing are largely unknown. Using functional magnetic resonance imaging (fMRI) in a copying task, this study probed the neural underpinnings of orthographic access during Mandarin Chinese writing by employing the word-frequency effect. The results showed that writing low-frequency characters evoked greater activation in the bilateral superior/middle/inferior frontal gyrus, superior/inferior parietal lobule, and fusiform gyrus than writing high-frequency characters. Moreover, psychophysiological interaction (PPI) analysis demonstrated that the word-frequency effect modulated functional connectivity within the frontal-occipital networks and the parietal-occipital networks. Together, these findings illustrate the neural correlates of orthographic access for Mandarin Chinese writing, shedding new light on the cognitive architecture of writing across various writing systems.
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Affiliation(s)
- Yang Yang
- 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.,Center for Language and Brain, Shenzhen Institute of Neuroscience, Shenzhen, China
| | - Jun Zhang
- Jiangxi Institute of Education Sciences, Nanchang, China.,School-family Partnership Research Center, Graduate School of Education, Peking University, Beijing, China
| | - Ze-Long Meng
- 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
| | - Li Qin
- 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
| | - Yu-Fei Liu
- 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
| | - Hong-Yan Bi
- 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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28
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Liu X, Gao Y, Di Q, Hu J, Lu C, Nan Y, Booth JR, Liu L. Differences between child and adult large-scale functional brain networks for reading tasks. Hum Brain Mapp 2017; 39:662-679. [PMID: 29124823 DOI: 10.1002/hbm.23871] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2017] [Revised: 10/18/2017] [Accepted: 10/20/2017] [Indexed: 01/19/2023] Open
Abstract
Reading is an important high-level cognitive function of the human brain, requiring interaction among multiple brain regions. Revealing differences between children's large-scale functional brain networks for reading tasks and those of adults helps us to understand how the functional network changes over reading development. Here we used functional magnetic resonance imaging data of 17 adults (19-28 years old) and 16 children (11-13 years old), and graph theoretical analyses to investigate age-related changes in large-scale functional networks during rhyming and meaning judgment tasks on pairs of visually presented Chinese characters. We found that: (1) adults had stronger inter-regional connectivity and nodal degree in occipital regions, while children had stronger inter-regional connectivity in temporal regions, suggesting that adults rely more on visual orthographic processing whereas children rely more on auditory phonological processing during reading. (2) Only adults showed between-task differences in inter-regional connectivity and nodal degree, whereas children showed no task differences, suggesting the topological organization of adults' reading network is more specialized. (3) Children showed greater inter-regional connectivity and nodal degree than adults in multiple subcortical regions; the hubs in children were more distributed in subcortical regions while the hubs in adults were more distributed in cortical regions. These findings suggest that reading development is manifested by a shift from reliance on subcortical to cortical regions. Taken together, our study suggests that Chinese reading development is supported by developmental changes in brain connectivity properties, and some of these changes may be domain-general while others may be specific to the reading domain.
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Affiliation(s)
- Xin Liu
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern, Institute for Brain Research, Beijing Normal University, Beijing, 100875, China
| | - Yue Gao
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern, Institute for Brain Research, Beijing Normal University, Beijing, 100875, China
| | - Qiqi Di
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern, Institute for Brain Research, Beijing Normal University, Beijing, 100875, China
| | - Jiali Hu
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern, Institute for Brain Research, Beijing Normal University, Beijing, 100875, China
| | - Chunming Lu
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern, Institute for Brain Research, Beijing Normal University, Beijing, 100875, China
| | - Yun Nan
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern, Institute for Brain Research, Beijing Normal University, Beijing, 100875, China
| | - James R Booth
- Department of Psychology and Human Development, Vanderbilt University, Nashville, Tennessee, 37203
| | - Li Liu
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern, Institute for Brain Research, Beijing Normal University, Beijing, 100875, China
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29
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Ip KI, Hsu LSJ, Arredondo MM, Tardif T, Kovelman I. Brain bases of morphological processing in Chinese-English bilingual children. Dev Sci 2017; 20:10.1111/desc.12449. [PMID: 27523024 PMCID: PMC5309206 DOI: 10.1111/desc.12449] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2015] [Accepted: 03/30/2016] [Indexed: 11/28/2022]
Abstract
Can bilingual exposure impact children's neural circuitry for learning to read? To answer this question, we investigated the brain bases of morphological awareness, one of the key spoken language abilities for learning to read in English and Chinese. Bilingual Chinese-English and monolingual English children (N = 22, ages 7-12) completed morphological tasks that best characterize each of their languages: compound morphology in Chinese (e.g. basket + ball = basketball) and derivational morphology in English (e.g. re + do = redo). In contrast to monolinguals, bilinguals showed greater activation in the left middle temporal region, suggesting that bilingual exposure to Chinese impacts the functionality of brain regions supporting semantic abilities. Similar to monolinguals, bilinguals showed greater activation in the left inferior frontal region [BA 45] in English than Chinese, suggesting that young bilinguals form language-specific neural representations. The findings offer new insights to inform bilingual and cross-linguistic models of language and literacy acquisition.
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Affiliation(s)
- Ka I Ip
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor MI, 48109
| | - Lucy Shih-Ju Hsu
- Department of Psychology, University of Hong Kong, Centennial Campus, Pokfulam Road, Hong Kong
| | - Maria M. Arredondo
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor MI, 48109
| | - Twila Tardif
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor MI, 48109
- Center for Human Growth and Development, University of Michigan, 300 North Ingalls, Ann Arbor MI, 48109
| | - Ioulia Kovelman
- Department of Psychology, University of Michigan, 530 Church Street, Ann Arbor MI, 48109
- Center for Human Growth and Development, University of Michigan, 300 North Ingalls, Ann Arbor MI, 48109
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30
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Kim SY, Liu L, Cao F. How does first language (L1) influence second language (L2) reading in the brain? Evidence from Korean-English and Chinese-English bilinguals. BRAIN AND LANGUAGE 2017; 171:1-13. [PMID: 28437658 DOI: 10.1016/j.bandl.2017.04.003] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Revised: 02/21/2017] [Accepted: 04/11/2017] [Indexed: 06/07/2023]
Abstract
To examine how L1 influences L2 reading in the brain, two late bilingual groups, Korean-English (KE) and Chinese-English (CE), performed a visual word rhyming judgment task in their L2 (English) and were compared to L1 control groups (i.e., KK and CC). The results indicated that the L2 activation is similar to the L1 activation for both KE and CE language groups. In addition, conjunction analyses revealed that the right inferior frontal gyrus and medial frontal gyrus were more activated in KK and KE than CC and CE, suggesting that these regions are more involved in Korean speakers than Chinese speakers for both L1 and L2. Finally, an ROI analysis at the left middle frontal gyrus revealed greater activation for CE than for KE and a positive correlation with accuracy in CE, but a negative correlation in KE. Taken together, we found evidence that important brain regions for L1 are carried over to L2 reading, maybe more so in highly proficient bilinguals.
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Affiliation(s)
- Say Young Kim
- Department of Psychology, National University of Singapore, Singapore; Department of English Language and Literature, Sejong University, Seoul, Korea
| | - Li Liu
- State Key Lab of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University, Beijing, PR China
| | - Fan Cao
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, USA.
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31
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Li Y, Zhang L, Xia Z, Yang J, Shu H, Li P. The Relationship between Intrinsic Couplings of the Visual Word Form Area with Spoken Language Network and Reading Ability in Children and Adults. Front Hum Neurosci 2017; 11:327. [PMID: 28690507 PMCID: PMC5481365 DOI: 10.3389/fnhum.2017.00327] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Accepted: 06/06/2017] [Indexed: 11/13/2022] Open
Abstract
Reading plays a key role in education and communication in modern society. Learning to read establishes the connections between the visual word form area (VWFA) and language areas responsible for speech processing. Using resting-state functional connectivity (RSFC) and Granger Causality Analysis (GCA) methods, the current developmental study aimed to identify the difference in the relationship between the connections of VWFA-language areas and reading performance in both adults and children. The results showed that: (1) the spontaneous connectivity between VWFA and the spoken language areas, i.e., the left inferior frontal gyrus/supramarginal gyrus (LIFG/LSMG), was stronger in adults compared with children; (2) the spontaneous functional patterns of connectivity between VWFA and language network were negatively correlated with reading ability in adults but not in children; (3) the causal influence from LIFG to VWFA was negatively correlated with reading ability only in adults but not in children; (4) the RSFCs between left posterior middle frontal gyrus (LpMFG) and VWFA/LIFG were positively correlated with reading ability in both adults and children; and (5) the causal influence from LIFG to LSMG was positively correlated with reading ability in both groups. These findings provide insights into the relationship between VWFA and the language network for reading, and the role of the unique features of Chinese in the neural circuits of reading.
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Affiliation(s)
- Yu Li
- National Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal UniversityBeijing, China.,Department of Cognitive Science and ARC Centre of Excellence in Cognition and its Disorders, Macquarie UniversitySydney, NSW, Australia
| | - Linjun Zhang
- Faculty of Linguistic Sciences and KIT-BLCU MEG Laboratory for Brain Science, Beijing Language and Culture UniversityBeijing, China
| | - Zhichao Xia
- National Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal UniversityBeijing, China
| | - Jie Yang
- Department of Cognitive Science and ARC Centre of Excellence in Cognition and its Disorders, Macquarie UniversitySydney, NSW, Australia
| | - Hua Shu
- National Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Beijing Normal UniversityBeijing, China
| | - Ping Li
- Department of Psychology and Center for Brain, Behavior and Cognition, Pennsylvania State University University Park, PA, United States
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32
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Gao Y, Sun Y, Lu C, Ding G, Guo T, Malins JG, Booth JR, Peng D, Liu L. Dynamic spatial organization of the occipito-temporal word form area for second language processing. Neuropsychologia 2017; 103:20-28. [PMID: 28610849 DOI: 10.1016/j.neuropsychologia.2017.06.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Revised: 06/08/2017] [Accepted: 06/09/2017] [Indexed: 11/28/2022]
Abstract
Despite the left occipito-temporal region having shown consistent activation in visual word form processing across numerous studies in different languages, the mechanisms by which word forms of second languages are processed in this region remain unclear. To examine this more closely, 16 Chinese-English and 14 English-Chinese late bilinguals were recruited to perform lexical decision tasks to visually presented words in both their native and second languages (L1 and L2) during functional magnetic resonance imaging scanning. Here we demonstrate that visual word form processing for L1 versus L2 engaged different spatial areas of the left occipito-temporal region. Namely, the spatial organization of the visual word form processing in the left occipito-temporal region is more medial and posterior for L2 than L1 processing in Chinese-English bilinguals, whereas activation is more lateral and anterior for L2 in English-Chinese bilinguals. In addition, for Chinese-English bilinguals, more lateral recruitment of the occipito-temporal region was correlated with higher L2 proficiency, suggesting higher L2 proficiency is associated with greater involvement of L1-preferred mechanisms. For English-Chinese bilinguals, higher L2 proficiency was correlated with more lateral and anterior activation of the occipito-temporal region, suggesting higher L2 proficiency is associated with greater involvement of L2-preferred mechanisms. Taken together, our results indicate that L1 and L2 recruit spatially different areas of the occipito-temporal region in visual word processing when the two scripts belong to different writing systems, and that the spatial organization of this region for L2 visual word processing is dynamically modulated by L2 proficiency. Specifically, proficiency in L2 in Chinese-English is associated with assimilation to the native language mechanisms, whereas L2 in English-Chinese is associated with accommodation to second language mechanisms.
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Affiliation(s)
- Yue Gao
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, People's Republic of China
| | - Yafeng Sun
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, People's Republic of China; School of Educational Science, Shanxi University, Taiyuan 030006, People's Republic of China
| | - Chunming Lu
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, People's Republic of China
| | - Guosheng Ding
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, People's Republic of China
| | - Taomei Guo
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, People's Republic of China
| | | | - James R Booth
- Department of Psychology and Human Development, Vanderbilt University, Nashville, TN 37203, USA
| | - Danling Peng
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, People's Republic of China
| | - Li Liu
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing 100875, People's Republic of China.
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33
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Cao F, Sussman BL, Rios V, Yan X, Wang Z, Spray GJ, Mack RM. Different mechanisms in learning different second languages: Evidence from English speakers learning Chinese and Spanish. Neuroimage 2017; 148:284-295. [DOI: 10.1016/j.neuroimage.2017.01.042] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2016] [Revised: 01/08/2017] [Accepted: 01/17/2017] [Indexed: 10/20/2022] Open
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34
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Cao F, Yan X, Wang Z, Liu Y, Wang J, Spray GJ, Deng Y. Neural signatures of phonological deficits in Chinese developmental dyslexia. Neuroimage 2017; 146:301-311. [DOI: 10.1016/j.neuroimage.2016.11.051] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 11/07/2016] [Accepted: 11/21/2016] [Indexed: 12/16/2022] Open
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35
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Cao F, Perfetti CA. Neural Signatures of the Reading-Writing Connection: Greater Involvement of Writing in Chinese Reading than English Reading. PLoS One 2016; 11:e0168414. [PMID: 27992505 PMCID: PMC5161366 DOI: 10.1371/journal.pone.0168414] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Accepted: 11/30/2016] [Indexed: 11/18/2022] Open
Abstract
Research on cross-linguistic comparisons of the neural correlates of reading has consistently found that the left middle frontal gyrus (MFG) is more involved in Chinese than in English. However, there is a lack of consensus on the interpretation of the language difference. Because this region has been found to be involved in writing, we hypothesize that reading Chinese characters involves this writing region to a greater degree because Chinese speakers learn to read by repeatedly writing the characters. To test this hypothesis, we recruited English L1 learners of Chinese, who performed a reading task and a writing task in each language. The English L1 sample had learned some Chinese characters through character-writing and others through phonological learning, allowing a test of writing-on-reading effect. We found that the left MFG was more activated in Chinese than English regardless of task, and more activated in writing than in reading regardless of language. Furthermore, we found that this region was more activated for reading Chinese characters learned by character-writing than those learned by phonological learning. A major conclusion is that writing regions are also activated in reading, and that this reading-writing connection is modulated by the learning experience. We replicated the main findings in a group of native Chinese speakers, which excluded the possibility that the language differences observed in the English L1 participants were due to different language proficiency level.
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Affiliation(s)
- Fan Cao
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, United States of America
| | - Charles A Perfetti
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, PA, United States of America
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36
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Lv D, Lin W, Xue Z, Pu W, Yang Q, Huang X, Zhou L, Yang L, Liu Z. Decreased functional connectivity in the language regions in bipolar patients during depressive episodes but not remission. J Affect Disord 2016; 197:116-124. [PMID: 26991366 DOI: 10.1016/j.jad.2016.03.026] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Accepted: 03/07/2016] [Indexed: 12/11/2022]
Abstract
BACKGROUND Retardation of thought is a crucial clinical feature in patients with bipolar depression, characterized by dysfunctional semantic processing and language communication. However, the underlying neuropathological mechanisms remain largely unknown. The objective of this study was to evaluate the disruption in resting-state functional connectivity in 90 different brain regions during the depressive episodes of bipolar disorder and during disease remission. METHODS Applying the whole brain and language regions of interest methods to the resting-state functional magnetic resonance imaging data, we explored the discrepancies in 90 brain regions' functional connectivity in 42 patients with bipolar disorder - 23 experiencing a depressive episode and 19 in remission - and 28 healthy controls matched for gender, age, and education. RESULTS Bipolar depressive patients had significantly reduced connectivity strength in the language regions relative to healthy controls. Specifically, the affected regions included the left triangular part of the inferior frontal gyrus, left opercular part of the inferior frontal gyrus, left middle temporal gyrus, and left angular gyrus. However, no significant differences in these regions were observed between bipolar patients in remission and healthy controls. Furthermore, the decreased connectivity strength between the left middle temporal gyrus and right lingual gyrus showed significant positive correlation with the scores on the Hamilton Depression Rating Scale. LIMITATIONS Bipolar depressive patients received treatment of benzodiazepines, which may confound the findings. CONCLUSIONS Our results illustrated that connectivity disturbances in the language regions may change depending on the disease phase of bipolar disorder.
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Affiliation(s)
- Dongsheng Lv
- Institute of Mental Health, Second Xiangya Hospital of Central South University, Changsha, China; Institute of Mental Health, Inner Mongolia Autonomous Region, Hohhot, China
| | - Wuhong Lin
- School of Mathematics and Computational Science, Sun Yat-sen University, Guangzhou, China
| | - Zhimin Xue
- Institute of Mental Health, Second Xiangya Hospital of Central South University, Changsha, China
| | - Weidan Pu
- Medical Psychological Institute, Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Qing Yang
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Xiaojun Huang
- Institute of Mental Health, Second Xiangya Hospital of Central South University, Changsha, China
| | - Li Zhou
- Institute of Mental Health, Second Xiangya Hospital of Central South University, Changsha, China
| | - Lihua Yang
- School of Mathematics and Computational Science, Sun Yat-sen University, Guangzhou, China; Key Laboratory of Computational Science, Sun Yat-sen University, Guangzhou, China.
| | - Zhening Liu
- Institute of Mental Health, Second Xiangya Hospital of Central South University, Changsha, China; State Key Laboratories of Medical Genetics, Central South University, Changsha, China.
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37
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Peng P, Wang C, Tao S, Sun C. The Deficit Profiles of Chinese Children with Reading Difficulties: a Meta-analysis. EDUCATIONAL PSYCHOLOGY REVIEW 2016. [DOI: 10.1007/s10648-016-9366-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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38
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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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39
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Zhao J, Li Q, Ding G, Bi H. Development of neural basis for chinese orthographic neighborhood size effect. Hum Brain Mapp 2016; 37:632-47. [PMID: 26777875 PMCID: PMC6867302 DOI: 10.1002/hbm.23055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2014] [Revised: 10/30/2015] [Accepted: 11/02/2015] [Indexed: 11/10/2022] Open
Abstract
The brain activity of orthographic neighborhood size (N size) effect in Chinese character naming has been studied in adults, meanwhile behavioral studies have revealed a developmental trend of Chinese N-size effect in developing readers. However, it is unclear whether and how the neural mechanism of N-size effect changes in Chinese children along with development. Here we address this issue using functional magnetic resonance imaging. Forty-four students from the 3(rd) , 5(th) , and 7(th) grades were scanned during silent naming of Chinese characters. After scanning, all participants took part in an overt naming test outside the scanner, and results of the naming task showed that the 3(rd) graders named characters from large neighborhoods faster than those from small neighborhoods, revealing a facilitatory N-size effect; the 5(th) graders showed null N-size effect while the 7(th) graders showed an inhibitory N-size effect. Neuroimaging results revealed that only the 3(rd) graders exhibited a significant N-size effect in the left middle occipital activity, with greater activation for large N-size characters. Results of 5(th) and 7(th) graders showed significant N-size effects in the left middle frontal gyrus, in which 5(th) graders induced greater activation in large N-size condition than in small N-size condition, while 7(th) graders exhibited an opposite effect which was similar to the adult pattern reported in a previous study. The current findings suggested the transition from broadly tuned to finely tuned orthographic representation with reading development, and the inhibition from neighbors' phonology for higher graders. Hum Brain Mapp 37:632-647, 2016. © 2015 Wiley Periodicals, Inc.
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Affiliation(s)
- Jing Zhao
- Key Laboratory of Behavioral ScienceInstitute of Psychology, Chinese Academy of SciencesBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
| | - Qing‐Lin Li
- Key Laboratory of Behavioral ScienceInstitute of Psychology, Chinese Academy of SciencesBeijing100101China
- University of Chinese Academy of SciencesBeijing100049China
| | - Guo‐Sheng Ding
- State Key Laboratory of Cognitive Neuroscience and LearningBeijing Normal UniversityBeijing100875China
| | - Hong‐Yan Bi
- Key Laboratory of Behavioral ScienceInstitute of Psychology, Chinese Academy of SciencesBeijing100101China
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40
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Wu J, Lu J, Zhang H, Zhang J, Yao C, Zhuang D, Qiu T, Guo Q, Hu X, Mao Y, Zhou L. Direct evidence from intraoperative electrocortical stimulation indicates shared and distinct speech production center between Chinese and English languages. Hum Brain Mapp 2015; 36:4972-85. [PMID: 26351094 DOI: 10.1002/hbm.22991] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Revised: 08/03/2015] [Accepted: 08/24/2015] [Indexed: 11/11/2022] Open
Abstract
Chinese processing has been suggested involving distinct brain areas from English. However, current functional localization studies on Chinese speech processing use mostly "indirect" techniques such as functional magnetic resonance imaging and electroencephalography, lacking direct evidence by means of electrocortical recording. In this study, awake craniotomies in 66 Chinese-speaking glioma patients provide a unique opportunity to directly map eloquent language areas. Intraoperative electrocortical stimulation was conducted and the positive sites for speech arrest, anomia, and alexia were identified separately. With help of stereotaxic neuronavigation system and computational modeling, all positive sites elicited by stimulation were integrated and a series of two- and three-dimension Chinese language probability maps were built. We performed statistical comparisons between the Chinese maps and previously derived English maps. While most Chinese speech arrest areas located at typical language production sites (i.e., 50% positive sites in ventral precentral gyrus, 28% in pars opercularis and pars triangularis), which also serve English production, an additional brain area, the left middle frontal gyrus (Brodmann's areas 6/9), was found to be unique in Chinese production (P < 0.05). Moreover, Chinese speakers' inferior ventral precentral gyrus (Brodmann's area 6) was used more than that in English speakers. Our finding suggests that Chinese involves more perisylvian region (extending to left middle frontal gyrus) than English. This is the first time that direct evidence supports cross-cultural neurolinguistics differences in human beings. The Chinese language atlas will also helpful in brain surgery planning for Chinese-speakers.
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Affiliation(s)
- Jinsong Wu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Junfeng Lu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Han Zhang
- Center for Cognition and Brain Disorders, Hangzhou Normal University, Hangzhou, China.,Department of Radiology and BRIC, University of North Carolina at Chapel Hill, North Carolina
| | - Jie Zhang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Chengjun Yao
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Dongxiao Zhuang
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Tianming Qiu
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Qihao Guo
- Department of Neurology, Huashan Hospital, Fudan University, Shanghai, China
| | - Xiaobing Hu
- Department of Anesthesia, Huashan Hospital, Fudan University, Shanghai, China
| | - Ying Mao
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
| | - Liangfu Zhou
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, China
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41
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Cao F, Brennan C, Booth JR. The brain adapts to orthography with experience: evidence from English and Chinese. Dev Sci 2015; 18:785-98. [PMID: 25444089 PMCID: PMC4934123 DOI: 10.1111/desc.12245] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2014] [Accepted: 08/05/2014] [Indexed: 11/30/2022]
Abstract
Using functional magnetic resonance imaging (fMRI), we examined the process of language specialization in the brain by comparing developmental changes in two contrastive orthographies: Chinese and English. In a visual word rhyming judgment task, we found a significant interaction between age and language in left inferior parietal lobule and left superior temporal gyrus, which was due to greater developmental increases in English than in Chinese. Moreover, we found that higher skill only in English children was correlated with greater activation in left inferior parietal lobule. These findings suggest that the regions associated with phonological processing are essential in English reading development. We also found greater developmental increases in English than in Chinese in left inferior temporal gyrus, suggesting refinement of this region for fine-grained word form recognition. In contrast, greater developmental increases in Chinese than in English were found in right middle occipital gyrus, suggesting the importance of holistic visual-orthographic analysis in Chinese reading acquisition. Our results suggest that the brain adapts to the special features of the orthography by engaging relevant brain regions to a greater degree over development.
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Affiliation(s)
- Fan Cao
- Department of Communicative Sciences and Disorders, Michigan State University, East Lansing, MI, USA
| | - Christine Brennan
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA
| | - James R. Booth
- Department of Communication Sciences and Disorders, Northwestern University, Evanston, IL, USA
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42
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Arredondo MM, Ip KI, Shih Ju Hsu L, Tardif T, Kovelman I. Brain bases of morphological processing in young children. Hum Brain Mapp 2015; 36:2890-2900. [PMID: 25930011 DOI: 10.1002/hbm.22815/full] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2014] [Revised: 04/07/2015] [Accepted: 04/08/2015] [Indexed: 05/20/2023] Open
Abstract
How does the developing brain support the transition from spoken language to print? Two spoken language abilities form the initial base of child literacy across languages: knowledge of language sounds (phonology) and knowledge of the smallest units that carry meaning (morphology). While phonology has received much attention from the field, the brain mechanisms that support morphological competence for learning to read remain largely unknown. In the present study, young English-speaking children completed an auditory morphological awareness task behaviorally (n = 69, ages 6-12) and in fMRI (n = 16). The data revealed two findings: First, children with better morphological abilities showed greater activation in left temporoparietal regions previously thought to be important for supporting phonological reading skills, suggesting that this region supports multiple language abilities for successful reading acquisition. Second, children showed activation in left frontal regions previously found active in young Chinese readers, suggesting morphological processes for reading acquisition might be similar across languages. These findings offer new insights for developing a comprehensive model of how spoken language abilities support children's reading acquisition across languages.
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Affiliation(s)
- Maria M Arredondo
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - Ka I Ip
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - Lucy Shih Ju Hsu
- Department of Psychology, University of Hong Kong, Pokfulam, Hong Kong
| | - Twila Tardif
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan
| | - Ioulia Kovelman
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan
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43
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Sun Y, Peng D, Ding G, Qi T, Desroches AS, Liu L. The dynamic nature of assimilation and accommodation procedures in the brains of Chinese-English and English-Chinese bilinguals. Hum Brain Mapp 2015; 36:4144-57. [PMID: 26189500 DOI: 10.1002/hbm.22904] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Revised: 07/07/2015] [Accepted: 07/08/2015] [Indexed: 11/07/2022] Open
Abstract
The framework of assimilation and accommodation has been proposed to explain the brain mechanisms supporting second language reading acquisition (Perfetti et al. [2007]: Bilingual Lang Cogn 10:131). Assimilation refers to using the procedures of the native language network in the acquisition of a new writing system, whereas accommodation refers to using second language procedures for reading the newly acquired writing system. We investigated assimilation and accommodation patterns in the brains of bilingual individuals by recruiting a group of Chinese-English bilinguals and a group of English-Chinese bilinguals to perform lexical decision tasks in both English and Chinese. The key question was whether the assimilation/accommodation procedures supporting second language reading in the brains of Chinese-English and English-Chinese bilinguals were dynamic, i.e., modulated by proficiency in the second language and perceptual features of the second language's script. Perceptual features of the scripts were manipulated through orthographic degradation by inserting spaces between the radicals of a Chinese character or between the syllables of an English word. This manipulation disrupts the visual configuration of the orthography but does not change its more fundamental design principles. We found that for English-Chinese bilinguals, higher proficiency was associated with greater accommodation, suggesting that the accommodation procedure in a bilingual individual's brain is modulated by second language proficiency. Most interestingly, we found that the assimilation/accommodation effects vanished or diminished when orthographically degraded scripts were processed by both Chinese-English and English-Chinese bilinguals, suggesting that the assimilation/accommodation procedures in a bilingual individual's brain are modulated by perceptual features of orthography. This work therefore offers a new, dynamic perspective for our understanding of the assimilation/accommodation framework for second language acquisition.
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Affiliation(s)
- Yafeng Sun
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, 100875, People's Republic of China.,School of Educational Science, Shanxi University, Taiyuan, 030006, China
| | - Danling Peng
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, 100875, People's Republic of China
| | - Guosheng Ding
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, 100875, People's Republic of China
| | - Ting Qi
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, 100875, People's Republic of China
| | - Amy S Desroches
- Department of Psychology, the University of Winnipeg, Winnipeg, Canada
| | - Li Liu
- National Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, 100875, People's Republic of China
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44
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Arredondo MM, Ip KI, Shih Ju Hsu L, Tardif T, Kovelman I. Brain bases of morphological processing in young children. Hum Brain Mapp 2015; 36:2890-900. [PMID: 25930011 DOI: 10.1002/hbm.22815] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2014] [Revised: 04/07/2015] [Accepted: 04/08/2015] [Indexed: 11/07/2022] Open
Abstract
How does the developing brain support the transition from spoken language to print? Two spoken language abilities form the initial base of child literacy across languages: knowledge of language sounds (phonology) and knowledge of the smallest units that carry meaning (morphology). While phonology has received much attention from the field, the brain mechanisms that support morphological competence for learning to read remain largely unknown. In the present study, young English-speaking children completed an auditory morphological awareness task behaviorally (n = 69, ages 6-12) and in fMRI (n = 16). The data revealed two findings: First, children with better morphological abilities showed greater activation in left temporoparietal regions previously thought to be important for supporting phonological reading skills, suggesting that this region supports multiple language abilities for successful reading acquisition. Second, children showed activation in left frontal regions previously found active in young Chinese readers, suggesting morphological processes for reading acquisition might be similar across languages. These findings offer new insights for developing a comprehensive model of how spoken language abilities support children's reading acquisition across languages.
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Affiliation(s)
- Maria M Arredondo
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - Ka I Ip
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
| | - Lucy Shih Ju Hsu
- Department of Psychology, University of Hong Kong, Pokfulam, Hong Kong
| | - Twila Tardif
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan
| | - Ioulia Kovelman
- Department of Psychology, University of Michigan, Ann Arbor, Michigan
- Center for Human Growth and Development, University of Michigan, Ann Arbor, Michigan
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45
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Mo C, Yu M, Seger C, Mo L. Holistic neural coding of Chinese character forms in bilateral ventral visual system. BRAIN AND LANGUAGE 2015; 141:28-34. [PMID: 25528286 DOI: 10.1016/j.bandl.2014.11.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Revised: 11/09/2014] [Accepted: 11/12/2014] [Indexed: 06/04/2023]
Abstract
How are Chinese characters recognized and represented in the brain of skilled readers? Functional MRI fast adaptation technique was used to address this question. We found that neural adaptation effects were limited to identical characters in bilateral ventral visual system while no activation reduction was observed for partially overlapping characters regardless of the spatial location of the shared sub-character components, suggesting highly selective neuronal tuning to whole characters. The consistent neural profile across the entire ventral visual cortex indicates that Chinese characters are represented as mutually distinctive wholes rather than combinations of sub-character components, which presents a salient contrast to the left-lateralized, simple-to-complex neural representations of alphabetic words. Our findings thus revealed the cultural modulation effect on both local neuronal activity patterns and functional anatomical regions associated with written symbol recognition. Moreover, the cross-language discrepancy in written symbol recognition mechanism might stem from the language-specific early-stage learning experience.
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Affiliation(s)
- Ce Mo
- Peking-Tsinghua Center for Life Sciences, Peking University, Beijing 100871, PR China; Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, PR China
| | - Mengxia Yu
- Center for Studies of Psychological Application, South China Normal University, Guangzhou 510631, China
| | - Carol Seger
- Department of Psychology, Colorado State University, Fort Collins, CO 80523, USA.
| | - Lei Mo
- Center for Studies of Psychological Application, South China Normal University, Guangzhou 510631, China.
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46
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Lobier MA, Peyrin C, Pichat C, Le Bas JF, Valdois S. Visual processing of multiple elements in the dyslexic brain: evidence for a superior parietal dysfunction. Front Hum Neurosci 2014; 8:479. [PMID: 25071509 PMCID: PMC4083222 DOI: 10.3389/fnhum.2014.00479] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Accepted: 06/13/2014] [Indexed: 11/13/2022] Open
Abstract
The visual attention (VA) span deficit hypothesis of developmental dyslexia posits that impaired multiple element processing can be responsible for poor reading outcomes. In VA span impaired dyslexic children, poor performance on letter report tasks is associated with reduced parietal activations for multiple letter processing. While this hints towards a non-specific, attention-based dysfunction, it is still unclear whether reduced parietal activity generalizes to other types of stimuli. Furthermore, putative links between reduced parietal activity and reduced ventral occipito-temporal (vOT) in dyslexia have yet to be explored. Using functional magnetic resonance imaging, we measured brain activity in 12 VA span impaired dyslexic adults and 12 adult skilled readers while they carried out a categorization task on single or multiple alphanumeric or non-alphanumeric characters. While healthy readers activated parietal areas more strongly for multiple than single element processing (right-sided for alphanumeric and bilateral for non-alphanumeric), similar stronger multiple element right parietal activations were absent for dyslexic participants. Contrasts between skilled and dyslexic readers revealed significantly reduced right superior parietal lobule (SPL) activity for dyslexic readers regardless of stimuli type. Using a priori anatomically defined regions of interest, we showed that neural activity was reduced for dyslexic participants in both SPL and vOT bilaterally. Finally, we used multiple regressions to test whether SPL activity was related to vOT activity in each group. In the left hemisphere, SPL activity covaried with vOT activity for both normal and dyslexic readers. In contrast, in the right hemisphere, SPL activity covaried with vOT activity only for dyslexic readers. These results bring critical support to the VA interpretation of the VA Span deficit. In addition, they offer a new insight on how deficits in automatic vOT based word recognition could arise in developmental dyslexia.
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Affiliation(s)
- Muriel A Lobier
- Laboratoire de Psychologie et NeuroCognition, Université Grenoble Alpes Grenoble, France ; Neuroscience Center, University of Helsinki Helsinki, Finland
| | - Carole Peyrin
- Laboratoire de Psychologie et NeuroCognition, Université Grenoble Alpes Grenoble, France ; CNRS, Laboratoire de Psychologie et NeuroCognition UMR5105, Grenoble, France
| | - Cédric Pichat
- Laboratoire de Psychologie et NeuroCognition, Université Grenoble Alpes Grenoble, France ; CNRS, Laboratoire de Psychologie et NeuroCognition UMR5105, Grenoble, France
| | - Jean-François Le Bas
- INSERM U836/Université Joseph Fourier - Institut des Neurosciences Grenoble, France
| | - Sylviane Valdois
- Laboratoire de Psychologie et NeuroCognition, Université Grenoble Alpes Grenoble, France ; CNRS, Laboratoire de Psychologie et NeuroCognition UMR5105, Grenoble, France
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47
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Li Y, Peng D, Liu L, Booth JR, Ding G. Brain activation during phonological and semantic processing of Chinese characters in deaf signers. Front Hum Neurosci 2014; 8:211. [PMID: 24795593 PMCID: PMC3997016 DOI: 10.3389/fnhum.2014.00211] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Accepted: 03/26/2014] [Indexed: 11/15/2022] Open
Abstract
Previous studies found altered brain function in deaf individuals reading alphabetic orthographies. However, it is not known whether similar alterations of brain function are characteristic of non-alphabetic writing systems and whether alterations are specific to certain kinds of lexical tasks. Here we examined differences in brain activation between Chinese congenitally deaf individuals (CD) and hearing controls (HC) during character reading tasks requiring phonological and semantic judgments. For both tasks, we found that CD showed less activation than HC in left inferior frontal gyrus, but greater activation in several right hemisphere regions including inferior frontal gyrus, angular gyrus, and inferior temporal gyrus. Although many group differences were similar across tasks, greater activation in right middle frontal gyrus was more pronounced for the rhyming compared to the meaning task. Finally, within the deaf individuals better performance on the rhyming task was associated with less activation in right inferior parietal lobule and angular gyrus. Our results in Chinese CD are broadly consistent with previous studies in alphabetic languages suggesting greater engagement of inferior frontal gyrus and inferior parietal cortex for reading that is largely independent of task, with the exception of right middle frontal gyrus for phonological processing. The brain behavior correlations potentially indicate that CD that more efficiently use the right hemisphere are better readers.
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Affiliation(s)
- Yanyan Li
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University Beijing, China
| | - Danling Peng
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University Beijing, China
| | - Li Liu
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University Beijing, China
| | - James R Booth
- Department of Communication Sciences and Disorders, Northwestern University Evanston, IL, USA
| | - Guosheng Ding
- State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University Beijing, China ; Center for Collaboration and Innovation in Brain and Learning Sciences, Beijing Normal University Beijing, China
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48
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Dyslexia in a French–Spanish bilingual girl: Behavioural and neural modulations following a visual attention span intervention. Cortex 2014; 53:120-45. [PMID: 24508158 DOI: 10.1016/j.cortex.2013.11.006] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2013] [Revised: 11/16/2013] [Accepted: 11/18/2013] [Indexed: 11/20/2022]
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49
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Zhu L, Nie Y, Chang C, Gao JH, Niu Z. Different patterns and development characteristics of processing written logographic characters and alphabetic words: an ALE meta-analysis. Hum Brain Mapp 2013; 35:2607-18. [PMID: 24105858 DOI: 10.1002/hbm.22354] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2012] [Revised: 05/31/2013] [Accepted: 05/31/2013] [Indexed: 11/10/2022] Open
Abstract
The neural systems for phonological processing of written language have been well identified now, while models based on these neural systems are different for different language systems or age groups. Although each of such models is mostly concordant across different experiments, the results are sensitive to the experiment design and intersubject variability. Activation likelihood estimation (ALE) meta-analysis can quantitatively synthesize the data from multiple studies and minimize the interstudy or intersubject differences. In this study, we performed two ALE meta-analysis experiments: one was to examine the neural activation patterns of the phonological processing of two different types of written languages and the other was to examine the development characteristics of such neural activation patterns based on both alphabetic language and logographic language data. The results of our first meta-analysis experiment were consistent with the meta-analysis which was based on the studies published before 2005. And there were new findings in our second meta-analysis experiment, where both adults and children groups showed great activation in the left frontal lobe, the left superior/middle temporal gyrus, and the bilateral middle/superior occipital gyrus. However, the activation of the left middle/inferior frontal gyrus was found increase with the development, and the activation was found decrease in the following areas: the right claustrum and inferior frontal gyrus, the left inferior/medial frontal gyrus, the left middle/superior temporal gyrus, the right cerebellum, and the bilateral fusiform gyrus. It seems that adults involve more phonological areas, whereas children involve more orthographic areas and semantic areas.
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Affiliation(s)
- Linlin Zhu
- School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China
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50
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Cao F, Vu M, Lung Chan DH, Lawrence JM, Harris LN, Guan Q, Xu Y, Perfetti CA. Writing affects the brain network of reading in Chinese: a functional magnetic resonance imaging study. Hum Brain Mapp 2013; 34:1670-84. [PMID: 22378588 PMCID: PMC6870511 DOI: 10.1002/hbm.22017] [Citation(s) in RCA: 91] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2011] [Revised: 11/18/2011] [Accepted: 11/21/2011] [Indexed: 11/08/2022] Open
Abstract
We examined the hypothesis that learning to write Chinese characters influences the brain's reading network for characters. Students from a college Chinese class learned 30 characters in a character-writing condition and 30 characters in a pinyin-writing condition. After learning, functional magnetic resonance imaging collected during passive viewing showed different networks for reading Chinese characters and English words, suggesting accommodation to the demands of the new writing system through short-term learning. Beyond these expected differences, we found specific effects of character writing in greater activation (relative to pinyin writing) in bilateral superior parietal lobules and bilateral lingual gyri in both a lexical decision and an implicit writing task. These findings suggest that character writing establishes a higher quality representation of the visual-spatial structure of the character and its orthography. We found a greater involvement of bilateral sensori-motor cortex (SMC) for character-writing trained characters than pinyin-writing trained characters in the lexical decision task, suggesting that learning by doing invokes greater interaction with sensori-motor information during character recognition. Furthermore, we found a correlation of recognition accuracy with activation in right superior parietal lobule, right lingual gyrus, and left SMC, suggesting that these areas support the facilitative effect character writing has on reading. Finally, consistent with previous behavioral studies, we found character-writing training facilitates connections with semantics by producing greater activation in bilateral middle temporal gyri, whereas pinyin-writing training facilitates connections with phonology by producing greater activation in right inferior frontal gyrus.
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Affiliation(s)
- Fan Cao
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, Pennsylvania
- The Division of Linguistics and Multilingual Studies, School of Humanities and Social Sciences, Nanyang Technological University, Singapore
| | - Marianne Vu
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Derek Ho Lung Chan
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jason M. Lawrence
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Lindsay N. Harris
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Qun Guan
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Yi Xu
- Eastern Language Department, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Charles A. Perfetti
- Learning Research and Development Center, University of Pittsburgh, Pittsburgh, Pennsylvania
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