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Analysis of common genetic variation and rare CNVs in the Australian Autism Biobank
- Source :
- Molecular Autism, Molecular Autism, Vol 12, Iss 1, Pp 1-17 (2021)
- Publication Year :
- 2022
- Publisher :
- La Trobe, 2022.
-
Abstract
- Background Autism spectrum disorder (ASD) is a complex neurodevelopmental condition whose biological basis is yet to be elucidated. The Australian Autism Biobank (AAB) is an initiative of the Cooperative Research Centre for Living with Autism (Autism CRC) to establish an Australian resource of biospecimens, phenotypes and genomic data for research on autism. Methods Genome-wide single-nucleotide polymorphism genotypes were available for 2,477 individuals (after quality control) from 546 families (436 complete), including 886 participants aged 2 to 17 years with diagnosed (n = 871) or suspected (n = 15) ASD, 218 siblings without ASD, 1,256 parents, and 117 unrelated children without an ASD diagnosis. The genetic data were used to confirm familial relationships and assign ancestry, which was majority European (n = 1,964 European individuals). We generated polygenic scores (PGS) for ASD, IQ, chronotype and height in the subset of Europeans, and in 3,490 unrelated ancestry-matched participants from the UK Biobank. We tested for group differences for each PGS, and performed prediction analyses for related phenotypes in the AAB. We called copy-number variants (CNVs) in all participants, and intersected these with high-confidence ASD- and intellectual disability (ID)-associated CNVs and genes from the public domain. Results The ASD (p = 6.1e−13), sibling (p = 4.9e−3) and unrelated (p = 3.0e−3) groups had significantly higher ASD PGS than UK Biobank controls, whereas this was not the case for height—a control trait. The IQ PGS was a significant predictor of measured IQ in undiagnosed children (r = 0.24, p = 2.1e−3) and parents (r = 0.17, p = 8.0e−7; 4.0% of variance), but not the ASD group. Chronotype PGS predicted sleep disturbances within the ASD group (r = 0.13, p = 1.9e−3; 1.3% of variance). In the CNV analysis, we identified 13 individuals with CNVs overlapping ASD/ID-associated CNVs, and 12 with CNVs overlapping ASD/ID/developmental delay-associated genes identified on the basis of de novo variants. Limitations This dataset is modest in size, and the publicly-available genome-wide-association-study (GWAS) summary statistics used to calculate PGS for ASD and other traits are relatively underpowered. Conclusions We report on common genetic variation and rare CNVs within the AAB. Prediction analyses using currently available GWAS summary statistics are largely consistent with expected relationships based on published studies. As the size of publicly-available GWAS summary statistics grows, the phenotypic depth of the AAB dataset will provide many opportunities for analyses of autism profiles and co-occurring conditions, including when integrated with other omics datasets generated from AAB biospecimens (blood, urine, stool, hair).
- Subjects :
- Multifactorial Inheritance
Australian autism biobank
DNA Copy Number Variations
Autism Spectrum Disorder
Genome-wide association study
Polymorphism, Single Nucleotide
lcsh:RC346-429
03 medical and health sciences
0302 clinical medicine
Developmental Neuroscience
Risk Factors
Intellectual disability
Polygenic score
mental disorders
medicine
Genetics
Humans
Genetic Predisposition to Disease
Copy-number variation
Sibling
Autistic Disorder
Molecular Biology
lcsh:Neurology. Diseases of the nervous system
030304 developmental biology
1103 Clinical Sciences, 1109 Neurosciences
Biological Specimen Banks
Uncategorized
0303 health sciences
business.industry
Copy number variation
Research
Australia
Computational Biology
Genetic Variation
Omics
medicine.disease
Biobank
Psychiatry and Mental health
Phenotype
Autism spectrum disorder
Autism
business
030217 neurology & neurosurgery
Developmental Biology
Clinical psychology
Genome-Wide Association Study
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Molecular Autism, Molecular Autism, Vol 12, Iss 1, Pp 1-17 (2021)
- Accession number :
- edsair.doi.dedup.....32d757fbfaa1f5a65035ed7ea497d9ee
- Full Text :
- https://doi.org/10.26181/19428764