Identifying DNA N4-methylcytosine sites in the rosaceae genome with a deep learning model relying on distributed feature representation

Identifying DNA N4-methylcytosine sites in the rosaceae genome with a deep learning model relying on distributed feature representation

DNA N4-methylcytosine (4mC), an epigenetic modification found in prokaryotic and eukaryotic species, is involved in numerous biological functions, including host defense, transcription regulation, gene expression, and DNA replication. To identify 4mC sites, previous computational studies mostly focu...

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Bibliographic Details
Main Authors: Jhabindra Khanal, Hilal Tayara, Quan Zou, Kil To Chong
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Sequence analysis
DNA N4-methylcytosine (4mC)
Word embedding
Convolutional Neural Network
Web-server
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037021000878

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http://www.sciencedirect.com/science/article/pii/S2001037021000878

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