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Li M, DeMille MMC, Lovett MW, Bosson-Heenan J, Frijters JC, Gruen JR. Phonological awareness mediates the relationship between DCDC2 and reading performance with home environment. NPJ SCIENCE OF LEARNING 2024; 9:36. [PMID: 38702345 PMCID: PMC11068914 DOI: 10.1038/s41539-024-00247-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 04/11/2024] [Indexed: 05/06/2024]
Abstract
Proficient reading requires critical phonological processing skill that interacts with both genetic and environmental factors. However, the precise nature of the relationships between phonological processing and genetic and environmental factors are poorly understood. We analyzed data from the Genes, Reading and Dyslexia (GRaD) Study on 1419 children ages 8-15 years from African-American and Hispanic-American family backgrounds living in North America. The analyses showed that phonological awareness mediated the relationship between DCDC2-READ1 and reading outcomes when parental education and socioeconomic status was low. The association between READ1 and reading performance is complex, whereby mediation by phonological awareness was significantly moderated by both parental education and socioeconomic status. These results show the importance of home environment and phonological skills when determining associations between READ1 and reading outcomes. This will be an important consideration in the development of genetic screening for risk of reading disability.
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Affiliation(s)
- Miao Li
- Department of Curriculum and Instruction, College of Education, University of Houston, Houston, TX, USA.
| | - Mellissa M C DeMille
- Departments of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Maureen W Lovett
- Neurosciences and Mental Health Program, The Hospital for Sick Children, University of Toronto, Toronto, ON, Canada
| | - Joan Bosson-Heenan
- Departments of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Jan C Frijters
- Department of Child and Youth Studies, Faculty of Social Sciences, Brock University, St. Catharines, ON, Canada
| | - Jeffrey R Gruen
- Departments of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT, USA.
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2
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Gabel LA, Battison A, Truong DT, Lindström ER, Voss K, Yu YC, Roongruengratanakul S, Shyntassov K, Riebesell S, Toumanios N, Nielsen-Pheiffer CM, Paniagua S, Gruen JR. Orthographic Depth May Influence the Degree of Severity of Maze Learning Performance in Children at Risk for Reading Disorder. Dev Neurosci 2022; 44:651-670. [PMID: 36223729 PMCID: PMC9928771 DOI: 10.1159/000527480] [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: 06/24/2022] [Accepted: 10/06/2022] [Indexed: 11/19/2022] Open
Abstract
Reading disability (RD), which affects between 5 and 17% of the population worldwide, is the most prevalent form of learning disability, and is associated with underactivation of a universal reading network in children. However, recent research suggests there are differences in learning rates on cognitive predictors of reading performance, as well as differences in activation patterns within the reading neural network, based on orthographic depth (i.e., transparent/shallow vs. deep/opaque orthographies) in children with RD. Recently, we showed that native English-speaking children with RD exhibit impaired performance on a maze learning task that taps into the same neural networks that are activated during reading. In addition, we demonstrated that genetic risk for RD strengthens the relationship between reading impairment and maze learning performance. However, it is unclear whether the results from these studies can be broadly applied to children from other language orthographies. In this study, we examined whether low reading skill was associated with poor maze learning performance in native English-speaking and native German-speaking children, and the influence of genetic risk for RD on cognition and behavior. In addition, we investigated the link between genetic risk and performance on this task in an orthographically diverse sample of children attending an English-speaking international school in Germany. The results from our data suggest that children with low reading skill, or with a genetic risk for reading impairment, exhibit impaired performance on the maze learning task, regardless of orthographic depth. However, these data also suggest that orthographic depth influences the degree of impairment on this task. The maze learning task requires the involvement of various cognitive processes and neural networks that underlie reading, but is not influenced by potential differences in reading experience due to lack of text or oral reporting. As a fully automated tool, it does not require specialized training to administer, and current results suggest it may be a practicable screening tool for early identification of reading impairment across orthographies.
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Affiliation(s)
- Lisa A. Gabel
- Department of Psychology, Lafayette College, Easton, PA
- Program in Neuroscience, Lafayette College, Easton, PA
| | | | | | - Esther R. Lindström
- Department of Education and Human Services, Lehigh University, Bethlehem, PA
| | - Kelsey Voss
- Program in Neuroscience, Lafayette College, Easton, PA
| | - Yih-Choung Yu
- Department of Electrical & Computer Engineering, Lafayette College, Easton, PA
| | | | | | | | | | | | - Steven Paniagua
- Department of Genetics, Yale School of Medicine, New Haven, CT
| | - Jeffrey R. Gruen
- Department of Genetics, Yale School of Medicine, New Haven, CT
- Department of Pediatrics, Yale School of Medicine, New Haven, CT
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Li M, Kirby JR, Geva E, Koh PW, Zhang H. Profiles of Poor Decoders, Poor Comprehenders, and Typically Developing Readers in Adolescents Learning English as a Second Language. JOURNAL OF LEARNING DISABILITIES 2022; 55:306-324. [PMID: 34151637 DOI: 10.1177/00222194211023200] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
This study examined (a) the identification of various reading groups across languages in Chinese (L1) adolescents learning English as a second language (ESL), in terms of their word-reading and reading comprehension skills, (b) overlap in reading group membership across languages, and (c) the performance of the various reading groups on reading-related language comprehension measures in English. The participants were 246 eighth-grade students from an English-immersion program in a middle school in China. Latent profile analysis identified three reading groups in each language: (a) a typically developing reader group with average or above-average word-reading and reading comprehension, (b) a group with poor decoding/word-reading skills and weak reading comprehension, and (c) a group with poor reading comprehension in the absence of poor decoding/word reading. The overlap in profile characteristics across languages for typically developing readers and poor decoders was high (about 68% for typically developing readers and 54% for poor decoders), whereas the overlap for being poor comprehenders in each language was moderate (about 37%). Furthermore, poor decoders in either language performed more poorly than the typically developing and poor comprehender groups on word reading in the other language, while poor comprehenders in either language performed more poorly than the typically developing and poor decoder groups on reading comprehension in the other language. The comparison of the reading groups' performance on English reading-related language comprehension measures showed that poor comprehenders and poor decoders performed worse than typically developing readers. Implications for identification and instruction of ESL children with reading difficulties are discussed.
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Affiliation(s)
- Miao Li
- University of Houston, TX, USA
| | | | | | - Poh Wee Koh
- Texas A&M University, College Station, TX, USA
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4
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Thomas T, Khalaf S, Grigorenko EL. A systematic review and meta-analysis of imaging genetics studies of specific reading disorder. Cogn Neuropsychol 2021; 38:179-204. [PMID: 34529546 DOI: 10.1080/02643294.2021.1969900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
The imaging genetics of specific reading disabilities (SRD) is an emerging field that aims to characterize the disabilities' neurobiological causes, including atypical brain structure and function and distinct genetic architecture. The present review aimed to summarize current imaging genetics studies of SRD, characterize the effect sizes of reported results by calculating Cohen's d, complete a Fisher's Combined Probability Test for genes featured in multiple studies, and determine areas for future research. Results demonstrate associations between SRD risk genes and reading network brain phenotypes. The Fisher's test revealed promising results for the genes DCDC2, KIAA0319, FOXP2, SLC2A3, and ROBO1. Future research should focus on exploratory approaches to identify previously undiscovered genes. Using comprehensive neuroimaging (e.g., functional and effective connectivity) and genetic (e.g., sequencing and epigenetic) techniques, and using larger samples, diverse stages of development, and longitudinal investigations, would help researchers understand the neurobiological correlates of SRD to improve early identification.
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Affiliation(s)
- Tina Thomas
- Department of Psychology, University of Houston, Houston, TX, USA.,Texas Institute for Measurement, Evaluation, and Statistics, University of Houston, Houston, TX, USA
| | - Shiva Khalaf
- Texas Institute for Measurement, Evaluation, and Statistics, University of Houston, Houston, TX, USA
| | - Elena L Grigorenko
- Department of Psychology, University of Houston, Houston, TX, USA.,Texas Institute for Measurement, Evaluation, and Statistics, University of Houston, Houston, TX, USA.,Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
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Gabel LA, Voss K, Johnson E, Lindström ER, Truong DT, Murray EM, Cariño K, Nielsen CM, Paniagua S, Gruen JR. Identifying Dyslexia: Link between Maze Learning and Dyslexia Susceptibility Gene, DCDC2, in Young Children. Dev Neurosci 2021; 43:116-133. [PMID: 34186533 DOI: 10.1159/000516667] [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: 02/11/2021] [Accepted: 04/20/2021] [Indexed: 12/29/2022] Open
Abstract
Dyslexia is a common learning disability that affects processing of written language despite adequate intelligence and educational background. If learning disabilities remain untreated, a child may experience long-term social and emotional problems, which influence future success in all aspects of their life. Dyslexia has a 60% heritability rate, and genetic studies have identified multiple dyslexia susceptibility genes (DSGs). DSGs, such as DCDC2, are consistently associated with the risk and severity of reading disability (RD). Altered neural connectivity within temporoparietal regions of the brain is associated with specific variants of DSGs in individuals with RD. Genetically altering DSG expression in mice results in visual and auditory processing deficits as well as neurophysiological and neuroanatomical disruptions. Previously, we demonstrated that learning deficits associated with RD can be translated across species using virtual environments. In this 2-year longitudinal study, we demonstrate that performance on a virtual Hebb-Williams maze in pre-readers is able to predict future reading impairment, and the genetic risk strengthens, but is not dependent on, this relationship. Due to the lack of oral reporting and use of letters, this easy-to-use tool may be particularly valuable in a remote working environment as well as working with vulnerable populations such as English language learners.
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Affiliation(s)
- Lisa A Gabel
- Department of Psychology, Lafayette College, Easton, Pennsylvania, USA.,Program in Neuroscience, Lafayette College, Easton, Pennsylvania, USA
| | - Kelsey Voss
- Program in Neuroscience, Lafayette College, Easton, Pennsylvania, USA
| | - Evelyn Johnson
- Department of Special Education, Boise State University, Boise, Idaho, USA
| | - Esther R Lindström
- Department of Education and Human Services, Lehigh University, Bethlehem, Pennsylvania, USA
| | - Dongnhu T Truong
- Department of Pediatrics, Yale School of Medicine, New Haven, Connecticut, USA
| | - Erin M Murray
- Program in Neuroscience, Lafayette College, Easton, Pennsylvania, USA
| | - Karla Cariño
- Program in Neuroscience, Lafayette College, Easton, Pennsylvania, USA
| | - Christiana M Nielsen
- Department of Education and Human Services, Lehigh University, Bethlehem, Pennsylvania, USA
| | - Steven Paniagua
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut, USA
| | - Jeffrey R Gruen
- Department of Pediatrics, Yale School of Medicine, New Haven, Connecticut, USA.,Department of Genetics, Yale School of Medicine, New Haven, Connecticut, USA
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The Polygenic Nature and Complex Genetic Architecture of Specific Learning Disorder. Brain Sci 2021; 11:brainsci11050631. [PMID: 34068951 PMCID: PMC8156942 DOI: 10.3390/brainsci11050631] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 05/11/2021] [Accepted: 05/12/2021] [Indexed: 12/16/2022] Open
Abstract
Specific Learning Disorder (SLD) is a multifactorial, neurodevelopmental disorder which may involve persistent difficulties in reading (dyslexia), written expression and/or mathematics. Dyslexia is characterized by difficulties with speed and accuracy of word reading, deficient decoding abilities, and poor spelling. Several studies from different, but complementary, scientific disciplines have investigated possible causal/risk factors for SLD. Biological, neurological, hereditary, cognitive, linguistic-phonological, developmental and environmental factors have been incriminated. Despite worldwide agreement that SLD is highly heritable, its exact biological basis remains elusive. We herein present: (a) an update of studies that have shaped our current knowledge on the disorder’s genetic architecture; (b) a discussion on whether this genetic architecture is ‘unique’ to SLD or, alternatively, whether there is an underlying common genetic background with other neurodevelopmental disorders; and, (c) a brief discussion on whether we are at a position of generating meaningful correlations between genetic findings and anatomical data from neuroimaging studies or specific molecular/cellular pathways. We conclude with open research questions that could drive future research directions.
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Li M, Truong DT, DeMille M, Malins JG, Lovett MW, Bosson-Heenan J, Gruen JR, Frijters JC. Effect of READ1 on latent profiles of reading disorder and comorbid attention and language impairment subtypes. Child Neuropsychol 2020; 26:145-169. [PMID: 31411106 PMCID: PMC8163097 DOI: 10.1080/09297049.2019.1648642] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 07/15/2019] [Indexed: 12/21/2022]
Abstract
Recent studies of co-occurring reading disorder (RD) and attention deficit/hyperactivity disorder (ADHD), and co-occurring RD and language impairment (LI), support a core disability plus co-occurrence model focused on language and attention. Genetic factors have been associated with poor reading performance. However, little is known about whether different genetic variants independently contribute to RD co-occurrence subtypes. We aimed to identify subgroups of struggling readers using a latent profile analysis (LPA) in a sample of 1,432 Hispanic American and African American youth. RD classes were then tested for association with variants of READ1, a regulatory element within the candidate RD risk gene, DCDC2. Six groups were identified in the LPA using RD designation as a known-class variable. The three RD classes identified groups of subjects with neurocognitive profiles representing RD+ADHD, specific phonological deficit RD, and RD+LI. Genetic associations across RD subtypes were investigated against functional groupings of READ1. The RU1-1 group of READ1 alleles was associated with RD cases that were marked by deficits in both processing speed and attention (RD+ADHD). The DCDC2 microdeletion that encompasses READ1 was associated with RD cases showing a phonological deficit RD profile. These findings provide evidence for differential genetic contribution to RD subtypes, and that previously implicated genetic variants for RD may share an underlying genetic architecture across population groups for reading disorder.
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Affiliation(s)
- Miao Li
- Department of Curriculum and Instruction, College of Education, University of Houston, Houston, TX, USA
| | - Dongnhu T. Truong
- Departments of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Mellissa DeMille
- Departments of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Jeffrey G. Malins
- Departments of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT, USA
- Haskins Laboratories, New Haven, CT, USA
| | - Maureen W. Lovett
- Neurosciences & Mental Health Program, The Hospital for Sick Children, Toronto, Ontario,Canada
| | - Joan Bosson-Heenan
- Departments of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Jeffrey R Gruen
- Departments of Pediatrics and Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Jan C. Frijters
- Department of Child and Youth Studies, Brock University, St. Catharines, Ontario, Canada
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