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Massively parallel characterization of regulatory elements in the developing human cortex.
- Source :
-
Science . 5/24/2024, Vol. 384 Issue 6698, p868-868. 1p. 1 Diagram. - Publication Year :
- 2024
-
Abstract
- The article offers information on using lentivirus-based massively parallel reporter assays (lentiMPRAs) combined with deep learning to evaluate candidate gene regulatory elements. Topics include the identification of sequences exhibiting enhancer activity; the discovery of variants associated with psychiatric disorders showing differential enhancer activity; and the training of a deep learning model to predict nucleotide changes' effects on enhancer function.
- Subjects :
- *ARTIFICIAL neural networks
*MACHINE learning
*DEEP learning
*REGULATOR genes
Subjects
Details
- Language :
- English
- ISSN :
- 00368075
- Volume :
- 384
- Issue :
- 6698
- Database :
- Academic Search Index
- Journal :
- Science
- Publication Type :
- Academic Journal
- Accession number :
- 177415876
- Full Text :
- https://doi.org/10.1126/science.adh0559