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Published on: March 2, 2018
Shared Pathways Among Autism Candidate Genes Determined by Co-expression Network Analysis of the Developing Human
Ahmed Mahfouz1,2, Mark N Ziats3,4,5, Owen M Rennert3
1Delft Bioinformatics Lab, Delft University of Technology, Delft, The Netherlands. a.mahfouz@tudelft.nl.
Investigating autism candidate genes in the developing human brain reveals shared transcriptional networks. These networks are linked to synapse formation, protein turnover, and mitochondrial function, offering insight into autism spectrum disorder (ASD) genetic heterogeneity.
Area of Science:
- Neurogenetics
- Developmental Neuroscience
Background:
- Autism spectrum disorder (ASD) has a complex genetic basis with numerous implicated genes.
- Understanding how diverse genes converge on a single phenotype like ASD is a significant challenge.
Purpose of the Study:
- To investigate functional relationships among ASD candidate genes during human brain development.
- To identify convergent mechanistic insights into ASD's genetic heterogeneity.
Main Methods:
- Analyzed co-expression of 455 ASD candidate genes using the BrainSpan human transcriptome database.
- Examined 16 brain regions across prenatal to adult stages.
- Constructed co-expression networks from the entire transcriptome.
Main Results:
- Discovered modules of ASD genes with temporal co-expression dynamics enriched for synaptogenesis, apoptosis, and GABA-ergic neuron functions.
- Identified ASD candidate genes enriched in modules related to mitochondrial function, protein translation, and ubiquitination.
- Identified hub genes supporting these functional enrichments.
Conclusions:
- ASD candidate genes share transcriptional networks in the developing human brain.
- These networks are involved in synapse formation/elimination, protein turnover, and mitochondrial function.
- This suggests convergent biological pathways underlying ASD genetic heterogeneity.
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