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Published in: Molecular Autism 1/2017

Open Access 01-12-2017 | Research

Etiological influences on the stability of autistic traits from childhood to early adulthood: evidence from a twin study

Authors: Mark J. Taylor, Christopher Gillberg, Paul Lichtenstein, Sebastian Lundström

Published in: Molecular Autism | Issue 1/2017

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Abstract

Background

Autism spectrum disorders (ASD) are persistent and lifelong conditions. Despite this, almost all twin studies focus on childhood. This twin study investigated the stability of autistic traits from childhood to early adulthood and explored the degree to which any stability could be explained by genetic or environmental factors.

Methods

Parents of over 2500 twin pairs completed questionnaires assessing autistic traits when twins were aged either 9 or 12 years and again when twins were aged 18. Bivariate twin analysis assessed the degree of phenotypic and etiological stability in autistic traits across this period. Genetic overlap in autistic traits across development was also tested in individuals displaying a broad ASD phenotype, defined as scoring within the highest 5% of the sample.

Results

Autistic traits displayed moderate phenotypic stability (r = .39). The heritability of autistic traits was 76–77% in childhood and 60–62% in adulthood. A moderate degree of genetic influences on childhood autistic traits were carried across into adulthood (genetic correlation = .49). The majority (85%) of the stability in autistic traits was attributable to genetic factors. Genetic influences on autistic traits were moderately stable from childhood to early adulthood at the extremes (genetic correlation = .64).

Conclusions

Broad autistic traits display moderate phenotypic and etiological stability from childhood to early adulthood. Genetic factors accounted for almost all phenotypic stability, although there was some phenotypic and etiological instability in autistic traits. Thus, autistic traits in adulthood are influenced by a combination of enduring and unique genetic factors.
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Literature
1.
go back to reference American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 5th ed. Washington, DC: American Psychiatric Association; 2013.CrossRef American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 5th ed. Washington, DC: American Psychiatric Association; 2013.CrossRef
2.
go back to reference Constantino JN, Przybeck T, Friesen D, Todd RD. Reciprocal social behavior in children with and without pervasive developmental disorders. J Dev Behav Pediatr. 2000;21:2–11.CrossRefPubMed Constantino JN, Przybeck T, Friesen D, Todd RD. Reciprocal social behavior in children with and without pervasive developmental disorders. J Dev Behav Pediatr. 2000;21:2–11.CrossRefPubMed
4.
go back to reference Colvert E, Tick B, McEwen F, Stewart C, Curran SR, Woodhouse E, et al. Heritability of autism spectrum disorder in a UK population-based twin sample. JAMA Psychiatry. 2015;72:415–23.CrossRefPubMedPubMedCentral Colvert E, Tick B, McEwen F, Stewart C, Curran SR, Woodhouse E, et al. Heritability of autism spectrum disorder in a UK population-based twin sample. JAMA Psychiatry. 2015;72:415–23.CrossRefPubMedPubMedCentral
5.
go back to reference Ronald A, Happé F, Bolton P, Butcher LM, Price TS, Wheelwright S, et al. Genetic heterogeneity between the three components of the autism spectrum: a twin study. J Am Acad Child Adolesc Psychiatry. 2006;45:691–99.CrossRefPubMed Ronald A, Happé F, Bolton P, Butcher LM, Price TS, Wheelwright S, et al. Genetic heterogeneity between the three components of the autism spectrum: a twin study. J Am Acad Child Adolesc Psychiatry. 2006;45:691–99.CrossRefPubMed
6.
go back to reference Robinson EB, Koenen KC, McCormick MC, Munir K, Hallett V, Happé F, et al. Evidence that autistic traits show the same etiology in the general population and at the quantitative extremes (5%, 2.5%, and 1%). Arch Gen Psychiatry. 2011;68:1113–21.CrossRefPubMedPubMedCentral Robinson EB, Koenen KC, McCormick MC, Munir K, Hallett V, Happé F, et al. Evidence that autistic traits show the same etiology in the general population and at the quantitative extremes (5%, 2.5%, and 1%). Arch Gen Psychiatry. 2011;68:1113–21.CrossRefPubMedPubMedCentral
7.
go back to reference Lundström S, Chang Z, Råstam M, Gillberg C, Larsson H, Anckarsäter H, et al. Autism spectrum disorders and autistic like traits: similar etiology in the extreme end and the normal variation. Arch Gen Psychiatry. 2012;69:46–52.CrossRefPubMed Lundström S, Chang Z, Råstam M, Gillberg C, Larsson H, Anckarsäter H, et al. Autism spectrum disorders and autistic like traits: similar etiology in the extreme end and the normal variation. Arch Gen Psychiatry. 2012;69:46–52.CrossRefPubMed
8.
go back to reference Kozlowski AM, Matson JL, Horovitz M, Vorley JA, Neal D. Parents’ first concern of their child’s development in toddlers with autism spectrum disorders. Dev Neurorehabil. 2011;14:72–8.CrossRefPubMed Kozlowski AM, Matson JL, Horovitz M, Vorley JA, Neal D. Parents’ first concern of their child’s development in toddlers with autism spectrum disorders. Dev Neurorehabil. 2011;14:72–8.CrossRefPubMed
9.
go back to reference Bolton PF, Golding J, Emond A, Steer CD. Autism spectrum disorder and autistic traits in the Avon Longitudinal Study of Parents and Children: precursors and early signs. J Am Acad Child Adolesc Psychiatry. 2012;51:249–60.CrossRefPubMed Bolton PF, Golding J, Emond A, Steer CD. Autism spectrum disorder and autistic traits in the Avon Longitudinal Study of Parents and Children: precursors and early signs. J Am Acad Child Adolesc Psychiatry. 2012;51:249–60.CrossRefPubMed
10.
go back to reference Kanner L. Autistic disturbances of affective contact. Nervous Child. 1943;2:217–50. Kanner L. Autistic disturbances of affective contact. Nervous Child. 1943;2:217–50.
11.
go back to reference Kanner L. Follow-up study of eleven autistic children originally reported in 1943. J Autism Child Schizophr. 1971;1:119–45.CrossRefPubMed Kanner L. Follow-up study of eleven autistic children originally reported in 1943. J Autism Child Schizophr. 1971;1:119–45.CrossRefPubMed
12.
go back to reference Howlin P, Goode S, Hutton J, Rutter M. Adult outcome for children with autism. J Child Psychol Psychiatry. 2004;45:212–29.CrossRefPubMed Howlin P, Goode S, Hutton J, Rutter M. Adult outcome for children with autism. J Child Psychol Psychiatry. 2004;45:212–29.CrossRefPubMed
13.
go back to reference Billstedt E, Gillberg C, Gillberg C. Autism after adolescence: population-based 13–22-year follow-up study of 120 individuals with autism. J Autism Dev Disord. 2005;35:351–60.CrossRefPubMed Billstedt E, Gillberg C, Gillberg C. Autism after adolescence: population-based 13–22-year follow-up study of 120 individuals with autism. J Autism Dev Disord. 2005;35:351–60.CrossRefPubMed
14.
go back to reference Farley MA, McMahon WM, Fombonne E, Jenson WR, Miller J, Garner M, et al. Twenty-year outcome for individuals with autism and average or near-average cognitive abilities. Autism Res. 2009;2:109–18.CrossRefPubMed Farley MA, McMahon WM, Fombonne E, Jenson WR, Miller J, Garner M, et al. Twenty-year outcome for individuals with autism and average or near-average cognitive abilities. Autism Res. 2009;2:109–18.CrossRefPubMed
15.
go back to reference Helles A, Gillberg CI, Gillberg C, Billstedt E. Asperger syndrome in males over two decades: stability and predictors of diagnosis. J Child Psychol Psychiatry. 2015;56:711–8.CrossRefPubMed Helles A, Gillberg CI, Gillberg C, Billstedt E. Asperger syndrome in males over two decades: stability and predictors of diagnosis. J Child Psychol Psychiatry. 2015;56:711–8.CrossRefPubMed
16.
go back to reference Steinhausen HC, Mohr Jensen C, Lauritsen MB. A systematic review and meta-analysis of the long-term overall outcome of autism spectrum disorders in adolescence and adulthood. Acta Psychiatr Scand. 2016;133:445–52.CrossRefPubMed Steinhausen HC, Mohr Jensen C, Lauritsen MB. A systematic review and meta-analysis of the long-term overall outcome of autism spectrum disorders in adolescence and adulthood. Acta Psychiatr Scand. 2016;133:445–52.CrossRefPubMed
17.
go back to reference Taylor JL, Henninger NA, Mailick NR. Longitudinal patterns of employment and postsecondary education for adults with autism and average-range IQ. Autism. 2015;19:785–93.CrossRefPubMedPubMedCentral Taylor JL, Henninger NA, Mailick NR. Longitudinal patterns of employment and postsecondary education for adults with autism and average-range IQ. Autism. 2015;19:785–93.CrossRefPubMedPubMedCentral
18.
go back to reference Gillberg C, Billstedt E, Sundh V, Gillberg CI. Mortality in autism: a prospective longitudinal community-based study. J Autism Dev Disord. 2010;40:352–7.CrossRefPubMed Gillberg C, Billstedt E, Sundh V, Gillberg CI. Mortality in autism: a prospective longitudinal community-based study. J Autism Dev Disord. 2010;40:352–7.CrossRefPubMed
19.
go back to reference Hirvikoski T, Mittendorfer-Rutz E, Boman M, Larsson H, Lichtenstein P, Bölte S. Premature mortality in autism spectrum disorder. Br J Psychiatry. 2016;208:232–8.CrossRefPubMed Hirvikoski T, Mittendorfer-Rutz E, Boman M, Larsson H, Lichtenstein P, Bölte S. Premature mortality in autism spectrum disorder. Br J Psychiatry. 2016;208:232–8.CrossRefPubMed
20.
go back to reference Bal VH, Kim SH, Cheong D, Lord C. Daily living skills in individuals with autism spectrum disorder from 2 to 21 years of age. Autism. 2015;19:774–84.CrossRefPubMed Bal VH, Kim SH, Cheong D, Lord C. Daily living skills in individuals with autism spectrum disorder from 2 to 21 years of age. Autism. 2015;19:774–84.CrossRefPubMed
21.
go back to reference Constantino JN, Abbacchi AM, Lavesser PD, Reed H, Givens L, Chiang L, et al. Developmental course of autistic social impairment in males. Dev Psychopathol. 2009;21:127–38.CrossRefPubMedPubMedCentral Constantino JN, Abbacchi AM, Lavesser PD, Reed H, Givens L, Chiang L, et al. Developmental course of autistic social impairment in males. Dev Psychopathol. 2009;21:127–38.CrossRefPubMedPubMedCentral
22.
go back to reference Robinson EB, Munir K, Munafó M, Hughes M, McCormick MC, Koenen KC. Stability of autistic traits in the general population: further evidence for a continuum of impairment. J Am Acad Child Adolesc Psychiatry. 2011;50:376–84.CrossRefPubMedPubMedCentral Robinson EB, Munir K, Munafó M, Hughes M, McCormick MC, Koenen KC. Stability of autistic traits in the general population: further evidence for a continuum of impairment. J Am Acad Child Adolesc Psychiatry. 2011;50:376–84.CrossRefPubMedPubMedCentral
23.
go back to reference Holmboe K, Rijsdijk F, Hallett V, Happé F, Plomin R, Ronald A. Strong genetic influences on the stability of autistic traits in childhood. J Am Acad Child Adolesc Psychiatry. 2014;53:221–30.CrossRefPubMedPubMedCentral Holmboe K, Rijsdijk F, Hallett V, Happé F, Plomin R, Ronald A. Strong genetic influences on the stability of autistic traits in childhood. J Am Acad Child Adolesc Psychiatry. 2014;53:221–30.CrossRefPubMedPubMedCentral
25.
go back to reference Hoekstra RA, Bartels M, Verweij CJ, Boomsma DI. Heritability of autistic traits in the general population. Arch Pediatr Adolesc Med. 2007;161:372–7.CrossRefPubMed Hoekstra RA, Bartels M, Verweij CJ, Boomsma DI. Heritability of autistic traits in the general population. Arch Pediatr Adolesc Med. 2007;161:372–7.CrossRefPubMed
26.
go back to reference Lundström S, Chang Z, Kerekes N, Gumpert CH, Råstam M, Gillberg C, et al. Autistic-like traits and their association with mental health problems in two nationwide cohorts of children and adults. Psychol Med. 2011;41:2423–33.CrossRefPubMed Lundström S, Chang Z, Kerekes N, Gumpert CH, Råstam M, Gillberg C, et al. Autistic-like traits and their association with mental health problems in two nationwide cohorts of children and adults. Psychol Med. 2011;41:2423–33.CrossRefPubMed
27.
go back to reference Polderman TJ, Hoekstra RA, Vinkhuyzen AA, Sullivan PF, van der Sluis S, Posthuma D. Attentional switching forms a genetic link between attention problems and autistic traits in adults. Psychol Med. 2013;43:1985–96.CrossRefPubMed Polderman TJ, Hoekstra RA, Vinkhuyzen AA, Sullivan PF, van der Sluis S, Posthuma D. Attentional switching forms a genetic link between attention problems and autistic traits in adults. Psychol Med. 2013;43:1985–96.CrossRefPubMed
28.
go back to reference Reiersen AM, Constantino JN, Grimmer M, Martin NG, Todd RD. Evidence for shared genetic influences on self-reported ADHD and autistic symptoms in young adult Australian twins. Twin Res Hum Genet. 2008;11:579–85.CrossRefPubMedPubMedCentral Reiersen AM, Constantino JN, Grimmer M, Martin NG, Todd RD. Evidence for shared genetic influences on self-reported ADHD and autistic symptoms in young adult Australian twins. Twin Res Hum Genet. 2008;11:579–85.CrossRefPubMedPubMedCentral
29.
go back to reference Anckarsäter H, Lundström S, Kollberg L, Kerekes N, Palm C, Carlström E, et al. The Child and Adolescent Twin Study in Sweden. Twin Res Hum Genet. 2011;14:495–508.CrossRefPubMed Anckarsäter H, Lundström S, Kollberg L, Kerekes N, Palm C, Carlström E, et al. The Child and Adolescent Twin Study in Sweden. Twin Res Hum Genet. 2011;14:495–508.CrossRefPubMed
30.
go back to reference Hansson SL, Svanström Röjvall A, Råstam M, Gillberg C, Gillberg C, Anckarsäter H. Psychiatric telephone interview with parents for screening of childhood autism-tics, attention-deficit hyperactivity disorder and other comorbidities (A-TAC): preliminary reliability and validity. Br J Psychiatry. 2005;187:262–7.CrossRefPubMed Hansson SL, Svanström Röjvall A, Råstam M, Gillberg C, Gillberg C, Anckarsäter H. Psychiatric telephone interview with parents for screening of childhood autism-tics, attention-deficit hyperactivity disorder and other comorbidities (A-TAC): preliminary reliability and validity. Br J Psychiatry. 2005;187:262–7.CrossRefPubMed
31.
go back to reference Larson T, Anckarsäter H, Gillberg C, Ståhlberg O, Carlström E, Kadesjö B, et al. The autism-tics, AD/HD and other comorbidities inventory (A-TAC): further validation of a telephone interview for epidemiological research. BMC Psychiatry. 2010;10:1.CrossRefPubMedPubMedCentral Larson T, Anckarsäter H, Gillberg C, Ståhlberg O, Carlström E, Kadesjö B, et al. The autism-tics, AD/HD and other comorbidities inventory (A-TAC): further validation of a telephone interview for epidemiological research. BMC Psychiatry. 2010;10:1.CrossRefPubMedPubMedCentral
32.
go back to reference Larson T, Lundström S, Nilsson T, Selinus EN, Råstam M, Lichtenstein P, et al. Preditive properties of the A-TAC inventory when screening for childhood-onset neurodevelopmental problems in a population-based sample. BMC Psychiatry. 2013;13:233.CrossRefPubMedPubMedCentral Larson T, Lundström S, Nilsson T, Selinus EN, Råstam M, Lichtenstein P, et al. Preditive properties of the A-TAC inventory when screening for childhood-onset neurodevelopmental problems in a population-based sample. BMC Psychiatry. 2013;13:233.CrossRefPubMedPubMedCentral
33.
go back to reference Cubo E, Saez Velasco S, Delgado Benito V, Ausin Villaverde V, Garcia Soto XR, Trejo Gabriel Y, et al. Psychometric attributes of the Spanish version of the A-TAC screening scale for autism spectrum disorders. An Pediatr (Barc). 2011;75:40–50.CrossRef Cubo E, Saez Velasco S, Delgado Benito V, Ausin Villaverde V, Garcia Soto XR, Trejo Gabriel Y, et al. Psychometric attributes of the Spanish version of the A-TAC screening scale for autism spectrum disorders. An Pediatr (Barc). 2011;75:40–50.CrossRef
34.
go back to reference Halleröd SL, Larson T, Ståhlberg O, Carlström E, Gillberg C, Anckarsäter H, et al. The Autism-Tics, AD/HD and other Comorbidities (A-TAC) telephone interview: convergence with the Child Behavior Checklist (CBCL). Nord J Psychiatry. 2010;64:218–24.CrossRefPubMed Halleröd SL, Larson T, Ståhlberg O, Carlström E, Gillberg C, Anckarsäter H, et al. The Autism-Tics, AD/HD and other Comorbidities (A-TAC) telephone interview: convergence with the Child Behavior Checklist (CBCL). Nord J Psychiatry. 2010;64:218–24.CrossRefPubMed
35.
go back to reference McGue M, Bouchard TJ. Adjustment of twin data for the effects of age and sex. Behav Genet. 1984;14:325–43.CrossRefPubMed McGue M, Bouchard TJ. Adjustment of twin data for the effects of age and sex. Behav Genet. 1984;14:325–43.CrossRefPubMed
36.
go back to reference Neale MC, Hunter MD, Pritikin JN, Zahery M, Brick TR, Kirkpatrick RM, et al. OpenMx: extended structural equation and statistical modeling. Richmond, VA: Psychometrika; 2015. Neale MC, Hunter MD, Pritikin JN, Zahery M, Brick TR, Kirkpatrick RM, et al. OpenMx: extended structural equation and statistical modeling. Richmond, VA: Psychometrika; 2015.
37.
go back to reference R Core Team. R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2015. R Core Team. R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2015.
38.
go back to reference Bishop DV. DeFries-Fulker analysis of twin data with skewed distributions: cautions and recommendations from a study of children’s verb inflections. Behav Genet. 2005;35:479–90.CrossRefPubMed Bishop DV. DeFries-Fulker analysis of twin data with skewed distributions: cautions and recommendations from a study of children’s verb inflections. Behav Genet. 2005;35:479–90.CrossRefPubMed
39.
40.
go back to reference Light JG, DeFries JC. Comorbidity of reading and mathematics disabilities: genetic and environmental etiologies. J Lean Disabil. 1995;28:96–106.CrossRef Light JG, DeFries JC. Comorbidity of reading and mathematics disabilities: genetic and environmental etiologies. J Lean Disabil. 1995;28:96–106.CrossRef
41.
go back to reference Knopik VS, Alarcón M, DeFries JC. Comorbidity of mathematics and reading deficits: evidence for a genetic etiology. Behav Genet. 1997;27:447–53.CrossRefPubMed Knopik VS, Alarcón M, DeFries JC. Comorbidity of mathematics and reading deficits: evidence for a genetic etiology. Behav Genet. 1997;27:447–53.CrossRefPubMed
42.
go back to reference Robinson EB, St Pourcain B, Anttila V, Kosmicki JA, Bulik-Sullivan B, Grove J, et al. Genetic risk for autism spectrum disorders and neuropsychiatric variation in the general population. Nat Genet. 2016;48:552–5.CrossRefPubMedPubMedCentral Robinson EB, St Pourcain B, Anttila V, Kosmicki JA, Bulik-Sullivan B, Grove J, et al. Genetic risk for autism spectrum disorders and neuropsychiatric variation in the general population. Nat Genet. 2016;48:552–5.CrossRefPubMedPubMedCentral
43.
go back to reference Baron-Cohen S, Wheelwright S, Skinner R, Martin J, Clubley E. The autism-spectrum quotient (AQ): evidence from Asperger syndrome/high-functioning autism, males and females, scientists and mathematicians. J Autism Dev Disord. 2001;31:5–17.CrossRefPubMed Baron-Cohen S, Wheelwright S, Skinner R, Martin J, Clubley E. The autism-spectrum quotient (AQ): evidence from Asperger syndrome/high-functioning autism, males and females, scientists and mathematicians. J Autism Dev Disord. 2001;31:5–17.CrossRefPubMed
44.
go back to reference Koolschijn PC, Geurts HM, van der Leij AR, Scholte HS. Are autistic traits in the general population related to global and regional brain differences? J Autism Dev Disord. 2015;45:2779–91.CrossRefPubMedPubMedCentral Koolschijn PC, Geurts HM, van der Leij AR, Scholte HS. Are autistic traits in the general population related to global and regional brain differences? J Autism Dev Disord. 2015;45:2779–91.CrossRefPubMedPubMedCentral
45.
go back to reference Palmer CJ, Paton B, Enticott PG, Hohwy J. ‘Subtypes’ in the presentation of autistic traits in the general adult population. J Autism Dev Disord. 2015;45:1291–301.CrossRefPubMed Palmer CJ, Paton B, Enticott PG, Hohwy J. ‘Subtypes’ in the presentation of autistic traits in the general adult population. J Autism Dev Disord. 2015;45:1291–301.CrossRefPubMed
46.
go back to reference Ruzich E, Allison C, Smith P, Watson P, Auyeung B, Ring H, et al. Measuring autistic traits in the general population: a systematic review of the Autism-Spectrum Quotient (AQ) in a nonclinical population sample of 6,900 typical adult males and females. Mol Autism. 2015;6:2.CrossRefPubMedPubMedCentral Ruzich E, Allison C, Smith P, Watson P, Auyeung B, Ring H, et al. Measuring autistic traits in the general population: a systematic review of the Autism-Spectrum Quotient (AQ) in a nonclinical population sample of 6,900 typical adult males and females. Mol Autism. 2015;6:2.CrossRefPubMedPubMedCentral
47.
go back to reference Bourgeron T. Current knowledge on the genetics of autism and propositions for future research. C R Biol. 2016;339:300–7.CrossRefPubMed Bourgeron T. Current knowledge on the genetics of autism and propositions for future research. C R Biol. 2016;339:300–7.CrossRefPubMed
48.
go back to reference Burt SA, Klahr AM, Klump KL. Do non-shared environmental influences persist over time? An examination of days and minutes. Behav Genet. 2015;45:24–34.CrossRefPubMed Burt SA, Klahr AM, Klump KL. Do non-shared environmental influences persist over time? An examination of days and minutes. Behav Genet. 2015;45:24–34.CrossRefPubMed
49.
go back to reference Ronald A, Happé F, Dworzynski K, Bolton P, Plomin R. Exploring the relation between prenatal and neonatal complications and later autistic-like features in a representative community sample of twins. Child Dev. 2010;81:166–82.CrossRefPubMed Ronald A, Happé F, Dworzynski K, Bolton P, Plomin R. Exploring the relation between prenatal and neonatal complications and later autistic-like features in a representative community sample of twins. Child Dev. 2010;81:166–82.CrossRefPubMed
50.
go back to reference Losh M, Esserman D, Anckarsäter H, Sullivan PF, Lichtenstein P. Lower birth weight indicates higher risk of autistic traits in discordant twin pairs. Psychol Med. 2012;42:1091–102.CrossRefPubMed Losh M, Esserman D, Anckarsäter H, Sullivan PF, Lichtenstein P. Lower birth weight indicates higher risk of autistic traits in discordant twin pairs. Psychol Med. 2012;42:1091–102.CrossRefPubMed
51.
go back to reference Charman T, Taylor E, Drew A, Cockerill H, Brown JA, Baird G. Outcome at age 7 years of children diagnosed with autism at age 2: predictive validity of assessments conducted at 2 and 3 years of age and pattern of symptom change over time. J Child Psychol Psychiatry. 2005;46:500–13.CrossRefPubMed Charman T, Taylor E, Drew A, Cockerill H, Brown JA, Baird G. Outcome at age 7 years of children diagnosed with autism at age 2: predictive validity of assessments conducted at 2 and 3 years of age and pattern of symptom change over time. J Child Psychol Psychiatry. 2005;46:500–13.CrossRefPubMed
52.
go back to reference Happé F, Ronald A, Plomin R. Time to give up on a single explanation for autism. Nat Neurosci. 2006;9:1218–20.CrossRefPubMed Happé F, Ronald A, Plomin R. Time to give up on a single explanation for autism. Nat Neurosci. 2006;9:1218–20.CrossRefPubMed
53.
go back to reference Happé F, Ronald A. The ‘fractionable autism triad’: a review of evidence from behavioural, genetic, cognitive and neural research. Neuropsychol Rev. 2008;18:287–304.CrossRefPubMed Happé F, Ronald A. The ‘fractionable autism triad’: a review of evidence from behavioural, genetic, cognitive and neural research. Neuropsychol Rev. 2008;18:287–304.CrossRefPubMed
54.
go back to reference Hedman E, Ljotsson B, Blom K, El Alaoui S, Kraepelien M, Ruck C, et al. Telephone versus internet administration of self-report measures of social anxiety, depressive symptoms, and insomnia: psychometric evaluation of a method to reduce the impact of missing data. J Med Internet Res. 2013;15:e229.CrossRefPubMedPubMedCentral Hedman E, Ljotsson B, Blom K, El Alaoui S, Kraepelien M, Ruck C, et al. Telephone versus internet administration of self-report measures of social anxiety, depressive symptoms, and insomnia: psychometric evaluation of a method to reduce the impact of missing data. J Med Internet Res. 2013;15:e229.CrossRefPubMedPubMedCentral
55.
go back to reference Tick B, Bolton P, Happé F, Rutter M, Rijsdijk F. Heritability of autism spectrum disorders: a meta-analysis of twin studies. J Child Psychol Psychiatry. 2016;57:585–95.CrossRefPubMed Tick B, Bolton P, Happé F, Rutter M, Rijsdijk F. Heritability of autism spectrum disorders: a meta-analysis of twin studies. J Child Psychol Psychiatry. 2016;57:585–95.CrossRefPubMed
56.
go back to reference Curran S, Dworzynski K, Happé F, Ronald A, Allison C, Baron-Cohen S, et al. No major effect of twinning on autistic traits. Autism Res. 2011;4:377–82.CrossRefPubMed Curran S, Dworzynski K, Happé F, Ronald A, Allison C, Baron-Cohen S, et al. No major effect of twinning on autistic traits. Autism Res. 2011;4:377–82.CrossRefPubMed
57.
go back to reference Derks EM, Dolan CV, Boomsma DI. Effects of censoring on parameter estimates and power in genetic modeling. Twin Res. 2004;7:659–69.CrossRefPubMed Derks EM, Dolan CV, Boomsma DI. Effects of censoring on parameter estimates and power in genetic modeling. Twin Res. 2004;7:659–69.CrossRefPubMed
Metadata
Title
Etiological influences on the stability of autistic traits from childhood to early adulthood: evidence from a twin study
Authors
Mark J. Taylor
Christopher Gillberg
Paul Lichtenstein
Sebastian Lundström
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Molecular Autism / Issue 1/2017
Electronic ISSN: 2040-2392
DOI
https://doi.org/10.1186/s13229-017-0120-5

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