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A general framework for predicting the transcriptomic consequences of non-coding variation and small molecules

Genome wide association studies (GWASs) for complex traits have implicated thousands of genetic loci. Most GWAS-nominated variants lie in noncoding regions, complicating the systematic translation of these findings into functional understanding. Here, we leverage convolutional neural networks to ass...

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Detalles Bibliográficos
Autores principales: Abdalla, Moustafa, Abdalla, Mohamed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9041867/
https://www.ncbi.nlm.nih.gov/pubmed/35421087
http://dx.doi.org/10.1371/journal.pcbi.1010028