CAP-m7G: A capsule network-based framework for specific RNA N7-methylguanosine site identification using image encoding and reconstruction layers

CAP-m7G: A capsule network-based framework for specific RNA N7-methylguanosine site identification using image encoding and reconstruction layers

N7-methylguanosine (m7G) modifications play a pivotal role in RNA stability, mRNA export, and protein translation. They are closely associated with ribosome function and the regulation of gene expression. Dysregulation of m7G has been implicated in various diseases, including cancers and neurodegene...

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Bibliographic Details
Main Authors: Peilin Xie, Jiahui Guan, Xuxin He, Zhihao Zhao, Yilin Guo, Zhenglong Sun, Lantian Yao, Tzong-Yi Lee, Ying-Chih Chiang
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
N7-methylguanosine
Bioinformatics
CGR encoding
Capsule network
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037025000595
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