Brain-Enriched Coding and Long Non-coding RNA Genes Are Overrepresented in Recurrent Neurodevelopmental Disorder CNVs
Hamid Alinejad-Rokny1, Julian I T Heng2, Alistair R R Forrest3
1Harry Perkins Institute of Medical Research, QEII Medical Centre and Centre for Medical Research, The University of Western Australia, Nedlands, 6009 WA, Australia; Systems Biology and Health Data Analytics Lab, The Graduate School of Biomedical Engineering, UNSW Sydney, Sydney, 2052 NSW, AU.
A new tool, SNATCNV, identifies 47 autism spectrum disorder (ASD) copy number variation regions. These regions show brain-enriched gene expression, unlike those found by other methods, highlighting potential genetic links to ASD.
Area of Science:
- Genetics
- Neurodevelopmental Disorders
- Bioinformatics
Background:
- Autism spectrum disorder (ASD) is a complex neurodevelopmental condition with significant genetic heterogeneity.
- Copy number variations (CNVs) are implicated in 10%-20% of ASD cases, but causative genes are often unclarified.
Purpose of the Study:
- To develop and validate SNATCNV, a novel computational tool for identifying recurrent autism spectrum disorder (ASD) copy number variation (CNV) regions.
- To analyze the gene content of identified ASD CNV regions for brain-enriched expression patterns and potential functional significance.
Main Methods:
- Utilized the AutDB database comprising 19,663 ASD cases and 6,479 controls.
- Developed and applied SNATCNV, a new tool for recurrent CNV region identification, comparing its performance to existing methods.
- Performed gene content analysis using FANTOM5 to assess expression patterns of coding genes and long non-coding RNAs (lncRNAs) within identified CNV regions.
Main Results:
- Identified 47 recurrent ASD CNV regions using SNATCNV, demonstrating superior performance compared to existing tools.
- Observed brain-enriched expression patterns for coding genes and lncRNAs within ASD CNV regions identified by SNATCNV, a feature not seen with other tools.
- Detected evidence of sexual dimorphism in CNV loci, identified a unique locus with a single lncRNA gene, and correlated CNVs with distinct clinical and behavioral traits.
Conclusions:
- SNATCNV is an effective tool for defining genomic loci and causative genes in ASD and other CNV-associated conditions.
- The identified ASD CNV regions harbor brain-enriched genes, suggesting a role in neurodevelopmental pathways.
- Further research into these specific CNV regions and their associated genes may elucidate etiological mechanisms in ASD and inform therapeutic strategies.
Related Concept Videos
Comparing Copy Number Variations and SNPs
Copy number variations or CNVs are the structural variations that cover more than 1kb of DNA sequence. The single nucleotide polymorphism (SNP), on the other hand, is a single nucleotide change or a point mutation that is found in more than 1%...
lncRNA - Long Non-coding RNAs
lncRNA - Long Non-coding RNAs
Multi-species Conserved Sequences
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
Neural Regulation
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