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Gunturkun MH, Wang T, Chitre AS, Garcia Martinez A, Holl K, St. Pierre C, Bimschleger H, Gao J, Cheng R, Polesskaya O, Solberg Woods LC, Palmer AA, Chen H. Genome-Wide Association Study on Three Behaviors Tested in an Open Field in Heterogeneous Stock Rats Identifies Multiple Loci Implicated in Psychiatric Disorders. Front Psychiatry 2022; 13:790566. [PMID: 35237186 PMCID: PMC8882588 DOI: 10.3389/fpsyt.2022.790566] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 01/18/2022] [Indexed: 12/05/2022] Open
Abstract
Many personality traits are influenced by genetic factors. Rodents models provide an efficient system for analyzing genetic contribution to these traits. Using 1,246 adolescent heterogeneous stock (HS) male and female rats, we conducted a genome-wide association study (GWAS) of behaviors measured in an open field, including locomotion, novel object interaction, and social interaction. We identified 30 genome-wide significant quantitative trait loci (QTL). Using multiple criteria, including the presence of high impact genomic variants and co-localization of cis-eQTL, we identified 17 candidate genes (Adarb2, Ankrd26, Cacna1c, Cacng4, Clock, Ctu2, Cyp26b1, Dnah9, Gda, Grxcr1, Eva1a, Fam114a1, Kcnj9, Mlf2, Rab27b, Sec11a, and Ube2h) for these traits. Many of these genes have been implicated by human GWAS of various psychiatric or drug abuse related traits. In addition, there are other candidate genes that likely represent novel findings that can be the catalyst for future molecular and genetic insights into human psychiatric diseases. Together, these findings provide strong support for the use of the HS population to study psychiatric disorders.
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Affiliation(s)
- Mustafa Hakan Gunturkun
- Department of Pharmacology, Addiction Science and Toxicology, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Tengfei Wang
- Department of Pharmacology, Addiction Science and Toxicology, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Apurva S. Chitre
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Angel Garcia Martinez
- Department of Pharmacology, Addiction Science and Toxicology, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Katie Holl
- Department of Internal Medicine, Wake Forest School of Medicine, Winston Salem, NC, United States
| | - Celine St. Pierre
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Hannah Bimschleger
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Jianjun Gao
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Riyan Cheng
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Oksana Polesskaya
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Leah C. Solberg Woods
- Department of Internal Medicine, Wake Forest School of Medicine, Winston Salem, NC, United States
| | - Abraham A. Palmer
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
- Institute for Genomic Medicine, University of California, San Diego, La Jolla, CA, United States
| | - Hao Chen
- Department of Pharmacology, Addiction Science and Toxicology, University of Tennessee Health Science Center, Memphis, TN, United States
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Feng Y, Liu Q, Xie X, Jiang Q, Zhu K, Xiao P, Wu X, Zuo P, Song R. The Prevalence and Associated Risk Factors of Children With Reading Disabilities in a Multiethnic City: A Cross-Sectional Study. Front Pediatr 2022; 10:864175. [PMID: 35844757 PMCID: PMC9282866 DOI: 10.3389/fped.2022.864175] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 06/08/2022] [Indexed: 11/22/2022] Open
Abstract
Numerous studies have been conducted to explore the risk factors for reading disabilities (RDs) among children. Based on these studies, factors such as gender, socioeconomic status, and the home literacy environment have been widely found to be associated with children who have RDs. However, children from a multiethnic city are seldom investigated. This study aimed to explore the prevalence of RDs and the potential environmental risk factors in Shihezi, Xinjiang, where people of multiple ethnicities, including Han and ethnic minority children, live and study together. A cross-sectional study was conducted in the city of Shihezi. A two-stage sampling strategy was applied to randomly select six primary schools in the city. In total, 6,539 students in grades two to six participated in this study. There were 6,065 valid questionnaires obtained for further analyses. We used the Dyslexia Checklist for Chinese Children and the Pupil Rating Scale to screen for the children with RDs. The χ2 test and multivariate logistic regression were employed to reveal the potential risk factors of RDs. The prevalence of children with RDs was 3.38% in Shihezi City and was significantly different between Han (3.28%) and Uighur (7.42%) children (P < 0.05). There was no significant difference in the prevalence of RDs between Han and Hui children. Among these children with RDs, the gender ratio of boys to girls was nearly 2:1. Multiple logistic regression analysis showed that gender (P < 0.01), learning habits (P < 0.01), and the home literacy environment (P < 0.01) were associated with RD. The results may be useful in the early identification and intervention of children with RDs, especially among ethnic minorities.
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Affiliation(s)
- Yanan Feng
- Department of Nursing, Shihezi University School of Medicine, Shihezi, China.,MOE (Ministry of Education) Key Lab of Environment and Health, School of Public Health, Department of Maternal and Child Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qi Liu
- MOE (Ministry of Education) Key Lab of Environment and Health, School of Public Health, Department of Maternal and Child Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xinyan Xie
- MOE (Ministry of Education) Key Lab of Environment and Health, School of Public Health, Department of Maternal and Child Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Qi Jiang
- MOE (Ministry of Education) Key Lab of Environment and Health, School of Public Health, Department of Maternal and Child Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Kaiheng Zhu
- MOE (Ministry of Education) Key Lab of Environment and Health, School of Public Health, Department of Maternal and Child Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Pei Xiao
- MOE (Ministry of Education) Key Lab of Environment and Health, School of Public Health, Department of Maternal and Child Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaoqian Wu
- MOE (Ministry of Education) Key Lab of Environment and Health, School of Public Health, Department of Maternal and Child Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Pengxiang Zuo
- Department of Nursing, Shihezi University School of Medicine, Shihezi, China
| | - Ranran Song
- Department of Nursing, Shihezi University School of Medicine, Shihezi, China.,MOE (Ministry of Education) Key Lab of Environment and Health, School of Public Health, Department of Maternal and Child Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Lin Y, Zhang X, Huang Q, Lv L, Huang A, Li A, Wu K, Huang Y. The Prevalence of Dyslexia in Primary School Children and Their Chinese Literacy Assessment in Shantou, China. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17197140. [PMID: 33003545 PMCID: PMC7579132 DOI: 10.3390/ijerph17197140] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 09/23/2020] [Accepted: 09/26/2020] [Indexed: 02/05/2023]
Abstract
The epidemiological studies of Chinese developmental dyslexia (DD) in China are still limited. In addition, literacy assessment has seldom been performed for children with dyslexia, due to lack of uniform assessment tools. This study was aimed at investigating the prevalence rate of children with dyslexia, and to evaluate their Chinese reading ability. A total of 2955 students aged 7-12 years were enrolled by randomized cluster sampling. The study was divided into three stages. In stage I, all participating students were asked to finish the Combined Raven Test (CRT) and Chinese Vocabulary Test and Assessment Scale. In stage II, the Chinese teachers and parents of the children with suspected dyslexia were interviewed by psychiatrists, and finished the Dyslexia Checklist for Chinese Children (DCCC). In stage III, these children were evaluated by child psychiatrists for the diagnosis with or without dyslexia, according to the fifth edition of Diagnostic and Statistical Manual of Mental Disorders (DSM-5), and their Chinese literacy was further evaluated by using the Chinese Reading Ability Test (CRAT). The prevalence rate of children with dyslexia was 5.4% in Shantou city, 8.4% in boys and 2.3% in girls, with a gender ratio of 3.7:1.0. Children with dyslexia scored lower in all the five subscales of the CRAT tests. including phonological awareness, morphological awareness, rapid automatized naming, orthographic awareness, and reading ability than the control group (all p < 0.001). This study suggested that the prevalence rate of Chinese dyslexia in Shantou city is roughly equivalent to that previously reported in China. Children with dyslexia have a relatively lower Chinese reading ability in all assessments.
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Affiliation(s)
- Yuhang Lin
- Mental Health Center, Shantou University Medical College, Shantou 515065, China; (Y.L.); (X.Z.); (Q.H.); (A.H.); (A.L.)
| | - Xuanzhi Zhang
- Mental Health Center, Shantou University Medical College, Shantou 515065, China; (Y.L.); (X.Z.); (Q.H.); (A.H.); (A.L.)
| | - Qingjun Huang
- Mental Health Center, Shantou University Medical College, Shantou 515065, China; (Y.L.); (X.Z.); (Q.H.); (A.H.); (A.L.)
| | - Laiwen Lv
- Master of Public Health Education Center, Shantou University Medical College, Shantou 515041, China;
| | - Anyan Huang
- Mental Health Center, Shantou University Medical College, Shantou 515065, China; (Y.L.); (X.Z.); (Q.H.); (A.H.); (A.L.)
| | - Ai Li
- Mental Health Center, Shantou University Medical College, Shantou 515065, China; (Y.L.); (X.Z.); (Q.H.); (A.H.); (A.L.)
| | - Kusheng Wu
- Department of Preventive Medicine, Shantou University Medical College, Shantou 515041, China
- Correspondence: (K.W.); (Y.H.); Tel.: +86-754-8890-0599 (Y.H.)
| | - Yanhong Huang
- Mental Health Center, Shantou University Medical College, Shantou 515065, China; (Y.L.); (X.Z.); (Q.H.); (A.H.); (A.L.)
- Correspondence: (K.W.); (Y.H.); Tel.: +86-754-8890-0599 (Y.H.)
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Xue Q, Zhou Y, Gu H, Xie X, Hou F, Liu Q, Wu H, Zhu K, Wan Z, Song R. Urine metals concentrations and dyslexia among children in China. ENVIRONMENT INTERNATIONAL 2020; 139:105707. [PMID: 32289584 DOI: 10.1016/j.envint.2020.105707] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 03/05/2020] [Accepted: 03/30/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Exposures to heavy metals has been linked to many developmental disorders. However, few studies have investigated the effects of exposure and co-exposure to metals on dyslexia, especially with regard to dyslexics in China. OBJECTIVES To investigate the association between urine metal concentrations and dyslexia in a case-control study among children in China. METHODS A case-control study was conducted in the Tongji Reading Environment and Dyslexia (READ) research program. A total of 228 dyslexics and 228 controls were matched on gender, age (within one year), and grade. The concentrations of 21 urine metals were measured by an inductively coupled plasma-mass spectrometer (ICP-MS). Multivariable conditional logistic regression models were applied to estimate the adjusted odds ratios (ORs) of Chinese dyslexia. RESULTS After adjusting for potential confounders, two metals (selenium and argentum) were significantly associated with dyslexia in single-metal multivariable models. Argentum was positively associated with the risk of dyslexia, while selenium was negatively associated. In the multiple-metal model, compared with extreme quartiles, the ORs (95% CIs) for selenium was 0.36 (95% CI: 0.14-0.93; Ptrend = 0.029). In the joint association analysis, children with higher levels of urine argentum and lower level of urine selenium had a significantly higher risk of dyslexia than those with low levels of argentum and selenium (OR = 5.06, 95% CI: 1.67-18.84). CONCLUSIONS The findings suggest that exposure to selenium and argentum may relate to dyslexia in China. Longitudinal studies are needed to further evaluate these relationships and investigate potential mechanisms.
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Affiliation(s)
- Qi Xue
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yu Zhou
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Huaiting Gu
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Xinyan Xie
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Fang Hou
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Qi Liu
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Hao Wu
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Kaiheng Zhu
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zihao Wan
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Ranran Song
- Department of Maternal and Child Health, and the Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
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Ma S, Zhang X, Hatfield H, Wei WH. Pinyin Is an Effective Proxy for Early Screening for Mandarin-Speaking Children at Risk of Reading Disorders. Front Psychol 2020; 11:327. [PMID: 32174873 PMCID: PMC7055296 DOI: 10.3389/fpsyg.2020.00327] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2019] [Accepted: 02/11/2020] [Indexed: 12/29/2022] Open
Abstract
Reading disorders (RD) are common and complex neuropsychological conditions associated with decoding printed words and/or reading comprehension. Early identification of children at risk of RD is critical to allow timely interventions before mental suffering and reading impairment take place. Chinese is a unique medium for studying RD because of extra efforts required in reading acquisition of characters based on meaning rather than phonology. Pinyin, an alphabetic coding system mapping Mandarin sounds to characters, is important to develop oral language skills and a promising candidate for early screening for RD. In this pilot study, we used a cohort of 100 students (50 each in Grades 1 and 2) to derive novel profiles of applying Pinyin to identify early schoolers at risk of RD. Each student had comprehensive reading related measures in two consecutive years, including Pinyin reading and reading comprehension tested in the first and second year, respectively. We showed that Pinyin reading was mainly determined by phonological awareness, was well developed in Grade 1 and the top predictor of reading comprehension (explaining ∼30% of variance, p < 1.0e-05). Further, students who performed poorly in Pinyin reading [e.g. 1 standard deviation (SD) below the average, counting 14% in Grade 1 and 10% in Grade 2], tended to perform poorly in future reading comprehension tests, including all four individuals in Grade 1 (two out of three in Grade 2) who scored 1.5 SDs below the average. Pinyin is therefore an effective proxy for early screening for Mandarin-speaking children at risk of RD.
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Affiliation(s)
- Shaowei Ma
- School of Foreign Languages, Langfang Teachers University, Langfang, China
- Department of English and Linguistics, University of Otago, Dunedin, New Zealand
- School of Teacher Education, College of Education, University of Canterbury, Christchurch, New Zealand
| | - Xiumei Zhang
- School of Foreign Languages, Langfang Teachers University, Langfang, China
| | - Hunter Hatfield
- Department of English and Linguistics, University of Otago, Dunedin, New Zealand
| | - Wen-Hua Wei
- Department of Women’s and Children’s Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
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