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Bishop DV, Bates TC. Heritability of language laterality assessed by functional transcranial Doppler ultrasound: a twin study. Wellcome Open Res 2020; 4:161. [PMID: 32399495 PMCID: PMC7194484 DOI: 10.12688/wellcomeopenres.15524.3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/02/2020] [Indexed: 12/28/2022] Open
Abstract
Background: Prior studies have estimated heritability of around 0.25 for the trait of handedness, with studies of structural brain asymmetry giving estimates in a similar or lower range. Little is known about heritability of functional language lateralization. This report describes heritability estimates using functional language laterality and handedness phenotypes in a twin sample previously reported by Wilson and Bishop (2018). Methods: The total sample consisted of 194 twin pairs (49% monozygotic) aged from 6 to 11 years. A language laterality index was obtained for 141 twin pairs, who completed a protocol where relative blood flow through left and right middle cerebral arteries was measured using functional transcranial Doppler ultrasound (fTCD) while the child described animation sequences. Handedness data was available from the Edinburgh Handedness Inventory (EHI) and Quantification of Hand Preference (QHP) for all 194 pairs. Heritability was assessed using conventional structural equation modeling, assuming no effect of shared environment (AE model). Results: For the two handedness measures, heritability estimates (95% CI) were consistent with prior research: .25 (.03 - .34) and .18 (0 - .31) respectively for the EHI and QHP. For the language laterality index, however, the twin-cotwin correlations were close to zero for both MZ and DZ twins, and the heritability estimate was zero (0 - .15). Conclusions: A single study cannot rule out a genetic effect on language lateralisation. It is possible that the low twin-cotwin correlations were affected by noisy data: although the split-half reliability of the fTCD-based laterality index was high (0.85), we did not have information on test-retest reliability in children, which is likely to be lower. We cannot reject the hypothesis that there is low but nonzero heritability for this trait, but our data suggest that individual variation in language lateralisation is predominantly due to stochastic variation in neurodevelopment.
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Affiliation(s)
- Dorothy V.M. Bishop
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Timothy C. Bates
- Psychology Department, University of Edinburgh, Edinburgh, EH8 9JZ, UK
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Quintana DS. A synthetic dataset primer for the biobehavioural sciences to promote reproducibility and hypothesis generation. eLife 2020; 9:e53275. [PMID: 32159513 PMCID: PMC7112950 DOI: 10.7554/elife.53275] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 03/11/2020] [Indexed: 11/18/2022] Open
Abstract
Open research data provide considerable scientific, societal, and economic benefits. However, disclosure risks can sometimes limit the sharing of open data, especially in datasets that include sensitive details or information from individuals with rare disorders. This article introduces the concept of synthetic datasets, which is an emerging method originally developed to permit the sharing of confidential census data. Synthetic datasets mimic real datasets by preserving their statistical properties and the relationships between variables. Importantly, this method also reduces disclosure risk to essentially nil as no record in the synthetic dataset represents a real individual. This practical guide with accompanying R script enables biobehavioural researchers to create synthetic datasets and assess their utility via the synthpop R package. By sharing synthetic datasets that mimic original datasets that could not otherwise be made open, researchers can ensure the reproducibility of their results and facilitate data exploration while maintaining participant privacy.
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Affiliation(s)
- Daniel S Quintana
- Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, University of Oslo, and Oslo University HospitalOsloNorway
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Bishop DV, Bates TC. Heritability of language laterality assessed by functional transcranial Doppler ultrasound: a twin study. Wellcome Open Res 2020; 4:161. [PMID: 32399495 PMCID: PMC7194484 DOI: 10.12688/wellcomeopenres.15524.2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/26/2020] [Indexed: 12/20/2022] Open
Abstract
Background: Prior studies have estimated heritability of around 0.25 for the trait of handedness, with studies of structural brain asymmetry giving estimates in a similar or lower range. Little is known about heritability of functional language lateralization. This report describes heritability estimates using functional language laterality and handedness phenotypes in a twin sample previously reported by Wilson and Bishop (2018). Methods: The total sample consisted of 194 twin pairs (49% monozygotic) aged from 6 to 11 years. A language laterality index was obtained for 141 twin pairs, who completed a protocol where relative blood flow through left and right middle cerebral arteries was measured using functional transcranial Doppler ultrasound (fTCD) while the child described animation sequences. Handedness data was available from the Edinburgh Handedness Inventory (EHI) and Quantification of Hand Preference (QHP) for all 194 pairs. Heritability was assessed using conventional structural equation modeling, assuming no effect of shared environment (AE model). Results: For the two handedness measures, heritability estimates were consistent with prior research: 0.23 and 0.22 respectively for the EHI and QHP. For the language laterality index, however, the twin-cotwin correlations were close to zero for both MZ and DZ twins, and the heritability estimate was zero. Conclusions: A single study cannot rule out a genetic effect on language lateralisation. It is possible that the low twin-cotwin correlations were affected by noisy data: although the split-half reliability of the fTCD-based laterality index was high (0.85), we did not have information on test-retest reliability in children, which is likely to be lower. We cannot reject the hypothesis that there is low but nonzero heritability for this trait, but our data suggest that individual variation in language lateralisation is predominantly due to stochastic variation in neurodevelopment.
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Affiliation(s)
- Dorothy V.M. Bishop
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Timothy C. Bates
- Psychology Department, University of Edinburgh, Edinburgh, EH8 9JZ, UK
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Wilson AC, King J, Bishop DVM. Autism and social anxiety in children with sex chromosome trisomies: an observational study. Wellcome Open Res 2019; 4:32. [PMID: 31231689 PMCID: PMC6567293 DOI: 10.12688/wellcomeopenres.15095.2] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/27/2019] [Indexed: 12/13/2022] Open
Abstract
Background: Recent studies suggest that an extra sex chromosome increases the risk of both autism and social anxiety, but it unclear whether these risks are specific to particular karyotypes. Methods: We considered diagnostic data from an online psychiatric assessment (DAWBA – The Development and Well-Being Assessment) and questionnaire responses completed by parents of children with 47,XXX (N = 29), 47,XXY (N = 28) and 47,XYY (N = 32) karyotypes. Analysis focused mainly on 54 children who were diagnosed prenatally or on the basis of other medical concerns in childhood (Low Bias subgroup), to minimise ascertainment bias. Results: Children with symptoms of autism who fell short of meeting the Diagnostic and Statistical Manual of Mental Disorders (DSM)-IV criteria were coded as cases of Pervasive Developmental Disorder Not Otherwise Specified (PDDNOS). The odds ratio of autism or PDDNOS in the Low Bias group was computed relative to gender-specific population norms. This gave log odds ratio (95% confidence interval) of 5.56 (4.25 - 6.88) for XXX girls; 4.00 (2.66 - 5.33) for XXY boys; and 4.60 (3.46 - 5.74) for XYY boys. Despite this elevated risk, most children had no autistic features. A diagnosis of DSM-IV Social Phobia was rare, though, in line with prediction, all three Low Bias cases with this diagnosis had 47,XXY karyotype. All three trisomy groups showed increased risk of milder symptoms of social anxiety. Conclusions: An increased risk of autism was found in girls with 47,XXX karyotype, as well as in boys with 47,XXY or 47,XYY. Symptoms of social anxiety were increased in all three karyotypes. There was wide variation in psychiatric status of children with the same karyotype, suggesting that an extra sex chromosome affects developmental stability in a non-specific way, with a diverse range of possible phenotypes.
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Affiliation(s)
- Alexander C Wilson
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, UK
| | - Judith King
- Department of Psychiatry, University of Oxford, Oxford, UK
| | - Dorothy V M Bishop
- Department of Experimental Psychology, University of Oxford, Oxford, OX2 6GG, UK
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Bishop DVM, Brookman-Byrne A, Gratton N, Gray E, Holt G, Morgan L, Morris S, Paine E, Thornton H, Thompson PA. Language phenotypes in children with sex chromosome trisomies. Wellcome Open Res 2019; 3:143. [PMID: 30815537 PMCID: PMC6376256 DOI: 10.12688/wellcomeopenres.14904.2] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/14/2019] [Indexed: 01/25/2023] Open
Abstract
Background Sex chromosome trisomies (47,XXX, 47,XXY and 47,XYY) are known to be a risk factor for language disorder, but it is hard to predict outcomes, because many cases are identified only when problems are found. Methods We recruited children aged 5-16 years with all three types of trisomy, and divided them into a High Bias group, identified in the course of investigations for neurodevelopmental problems, and a Low Bias group, identified via prenatal screening or other medical investigations. Children from a twin sample were used to compare pattern and severity of language problems: they were subdivided according to parental concerns about language/history of speech-language therapy into a No Concerns group (N = 118) and a Language Concerns group (N = 57). Children were assessed on a psychometric battery and a standardized parent checklist. After excluding children with intellectual disability, autism or hearing problems, the sample included 28 XXX, 18 XXY and 14 XYY Low Bias cases and 7 XXX, 13 XXY and 17 XYY High Bias cases. Results Variation within each trisomy group was substantial: within the Low Bias group, overall language scores were depressed relative to normative data, but around one third had no evidence of problems. There was no effect of trisomy type, and the test profile was similar to the Language Concerns comparison group. The rate of problems was much greater in the High Bias children with trisomies. Conclusions When advising parents after discovery of a trisomy, it is important to emphasise that, though there is an increased risk of language problems, there is a very wide range of outcomes. Severe language problems are more common in those identified via genetic testing for neurodevelopmental problems but these are not characteristic of children identified on prenatal screening.
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Affiliation(s)
- Dorothy V. M. Bishop
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Annie Brookman-Byrne
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Nikki Gratton
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Elaine Gray
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Georgina Holt
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Louise Morgan
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Sarah Morris
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Eleanor Paine
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Holly Thornton
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Paul A. Thompson
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
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Bishop DVM, Brookman-Byrne A, Gratton N, Gray E, Holt G, Morgan L, Morris S, Paine E, Thornton H, Thompson PA. Language phenotypes in children with sex chromosome trisomies. Wellcome Open Res 2018; 3:143. [PMID: 30815537 PMCID: PMC6376256 DOI: 10.12688/wellcomeopenres.14904.1] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/31/2018] [Indexed: 12/13/2022] Open
Abstract
Background: Sex chromosome trisomies (47,XXX, 47,XXY and 47,XYY) are known to be a risk factor for language disorder, but typical outcomes are hard to estimate, because many cases are identified only when problems are found. Methods: We recruited children aged 5-16 years with all three types of trisomy, and divided them into a High Bias group, identified in the course of investigations for neurodevelopmental problems, and a Low Bias group, identified via prenatal screening or other medical investigations. Children from a twin sample were used to compare the pattern and severity of language problems: they were subdivided according to parental concerns about language/history of speech-language therapy into a No Concerns group (N = 132) and a Language Concerns group (N = 41). Children were individually assessed on a psychometric battery, and a standardized parent checklist. After excluding children with intellectual disability, autism or hearing problems, psychometric data were available for 31 XXX, 20 XXY and 19 XYY Low Bias cases and 13 XXX, 25 XXY and 32 XYY High Bias cases. Results: Variation within each trisomy group was substantial: within the Low Bias group, overall language scores were depressed relative to normative data, but around one-third had no evidence of problems. There was no effect of trisomy type, and the test profile was similar to the Language Concerns comparison group. The rate of problems was much greater in the High Bias children with trisomies. Conclusions: When advising parents after discovery of a trisomy, it is important to emphasise that, though there is an increased risk of language problems, there is a very wide range of outcomes. Severe language problems are more common in those identified via genetic testing for neurodevelopmental problems but these are not typical of children identified on prenatal screening.
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Affiliation(s)
- Dorothy V. M. Bishop
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Annie Brookman-Byrne
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Nikki Gratton
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Elaine Gray
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Georgina Holt
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Louise Morgan
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Sarah Morris
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Eleanor Paine
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Holly Thornton
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
| | - Paul A. Thompson
- Department of Experimental Psychology, University of Oxford, Oxford, Oxon, OX2 6GG, UK
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