TY - JOUR
T1 - Genetic investigation of quantitative traits related to autism
T2 - Use of multivariate polygenic models with ascertainment adjustment
AU - Sung, Yun Ju
AU - Dawson, Geraldine
AU - Munson, Jeffrey
AU - Estes, Annette
AU - Schellenberg, Gerard D.
AU - Wijsman, Ellen M.
N1 - Funding Information:
Y.J.S. thanks Elizabeth A. Thompson and Charles J. Geyer, for useful discussions. This work was funded by grant U19HD35465, from the National Institute of Child Health and Human Development (NICHD) and the National Institute of Deafness and Communication Disorders (NIDCD), which is part of the NICHD/NIDCD Collaborative Program of Excellence in Autism, as well as by National Institutes of Health grant R01GM46255. We gratefully acknowledge the contributions of the University of Washington Department of Psychiatry and Behavioral Sciences, the National Institutes of Health, the Clinical and Statistical Cores, and the individuals who participated in this study.
PY - 2005/1
Y1 - 2005/1
N2 - Autism is a severe developmental disorder of unknown etiology but with evidence for genetic influences. Here, we provide evidence for a genetic basis of several quantitative traits that are related to autism. These traits, from the Broader Phenotype Autism Symptom Scale (BPASS), were measured in nuclear families, each ascertained through two probands affected by autism spectrum disorder. The BPASS traits capture the continuum of severity of impairments and may be more informative for genetic studies than are the discrete diagnoses of autism that have been used by others. Using a sample of 201 nuclear families consisting of a total of 694 individuals, we implemented multivariate polygenic models with ascertainment adjustment to estimate heritabilities and genetic and environmental correlations between these traits. Our ascertainment adjustment uses conditioning on the phenotypes of probands, requires no modeling of the ascertainment process, and is applicable to multiplex ascertainment and multivariate traits. This appears to be the first such implementation for multivariate quantitative traits. The marked difference between heritability estimates of the trait for language onset with and without an ascertainment adjustment (0.08 and 0.22, respectively) shows that conclusions are sensitive to whether or not an ascertainment adjustment is used. Among the five BPASS traits that were analyzed, the traits for social motivation and range of interest/flexibility show the highest heritability (0.19 and 0.16, respectively) and also have the highest genetic correlation (0.92). This finding suggests a shared genetic basis of these two traits and that they may be most promising for future gene mapping and for extending pedigrees by phenotyping additional relatives.
AB - Autism is a severe developmental disorder of unknown etiology but with evidence for genetic influences. Here, we provide evidence for a genetic basis of several quantitative traits that are related to autism. These traits, from the Broader Phenotype Autism Symptom Scale (BPASS), were measured in nuclear families, each ascertained through two probands affected by autism spectrum disorder. The BPASS traits capture the continuum of severity of impairments and may be more informative for genetic studies than are the discrete diagnoses of autism that have been used by others. Using a sample of 201 nuclear families consisting of a total of 694 individuals, we implemented multivariate polygenic models with ascertainment adjustment to estimate heritabilities and genetic and environmental correlations between these traits. Our ascertainment adjustment uses conditioning on the phenotypes of probands, requires no modeling of the ascertainment process, and is applicable to multiplex ascertainment and multivariate traits. This appears to be the first such implementation for multivariate quantitative traits. The marked difference between heritability estimates of the trait for language onset with and without an ascertainment adjustment (0.08 and 0.22, respectively) shows that conclusions are sensitive to whether or not an ascertainment adjustment is used. Among the five BPASS traits that were analyzed, the traits for social motivation and range of interest/flexibility show the highest heritability (0.19 and 0.16, respectively) and also have the highest genetic correlation (0.92). This finding suggests a shared genetic basis of these two traits and that they may be most promising for future gene mapping and for extending pedigrees by phenotyping additional relatives.
UR - http://www.scopus.com/inward/record.url?scp=11144348717&partnerID=8YFLogxK
U2 - 10.1086/426951
DO - 10.1086/426951
M3 - Article
C2 - 15547804
AN - SCOPUS:11144348717
SN - 0002-9297
VL - 76
SP - 68
EP - 81
JO - American journal of human genetics
JF - American journal of human genetics
IS - 1
ER -