Article

Autism Spectrum Disorder gene prediction using Machine learning model and Human brain Spatiotemporal gene expression Data

2024-03-22

Abstract excerpt

<title>Abstract</title> <p>Autism spectrum disorder (ASD) is a neurodevelopmental disorder with a clear evidence of genetic basis. Although the list of ASD risk genes is growing, it is still far from complete. Co-expression analysis showed convergence across multiple ASD-associated genes during mid-fetal development in the prefrontal cortex suggesting an important connection of risk gene activity in specific plac...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 2a4c558b-3e2a-51a4-b236-c6c89c652aa3
DOI: 10.21203/rs.3.rs-4020630/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Autism Spectrum Disorder gene prediction using Machine learning model and Human brain Spatiotemporal gene expression DataDOI 10.21203/rs.3.rs-4020630/v1Read

A machine learning approach to predicting autism risk genes: Validation of known genes and discovery of new candidatesSemantic proximity Read

ASiDentify (ASiD): a machine learning model to predict new autism spectrum disorder risk genes.Semantic proximity Read

Genome-wide prediction and functional characterization of the genetic basis of autism spectrum disorder.Semantic proximity Read

SFARI Genes and where to find them; classification modelling to identify genes associated with Autism Spectrum Disorder from RNA-seq dataSemantic proximity Read

Genome-wide characterization of genetic and functional dysregulation in autism spectrum disorderSemantic proximity Read

Brain-specific functional relationship networks inform autism spectrum disorder gene prediction.Semantic proximity Read

Cell type-specific predictive models for prioritizing genes and gene sets associated with autism spectrum disorderSemantic proximity Read

Genome-wide prediction of dominant and recessive neurodevelopmental disorder risk genesSemantic proximity Read

Functional genomics studies of human brain development and implications for autism spectrum disorderSemantic proximity Read

Dissecting Autism Genetic Risk Using Single-cell RNA-seq DataSemantic proximity Read

Machine learning algorithms for the identification of potential non-syndromic intellectual disability associated miRNAsSemantic proximity Read

Identification of CDH11 as an ASD Risk Gene by Matched-gene Co-expression Analysis and Mouse Behavioral StudiesSemantic proximity Read