Biomarker prediction in autism spectrum disorder using a network-based approach.
Maryam RastegariNajmeh SalehiFatemeh Zare-MirakabadPublished in: BMC medical genomics (2023)
This study suggests FA_gene and DMN_miRNA algorithms for biomarker discovery, which lead us to a list of important players in ASD with potential roles in the nervous system or neurological disorders that can be experimentally investigated as candidates for ASD diagnostic tests.
Keyphrases
- autism spectrum disorder
- attention deficit hyperactivity disorder
- intellectual disability
- machine learning
- small molecule
- genome wide
- deep learning
- copy number
- gene expression
- risk assessment
- human health
- atomic force microscopy
- working memory
- climate change
- transcription factor
- mass spectrometry
- blood brain barrier
- genome wide identification
- high resolution
- genome wide analysis