RBPSignal
RBPSignal leverages cutting-edge deep learning techniques to predict the binding affinity of RNA-binding proteins (RBPs) with RNA, providing researchers with valuable insights into the strength and specificity of RBP-RNA interactions.
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RBPinteraction
About RBPSignal
protein
RNA-binding proteins (RBPs) are a diverse group of proteins that bind to RNA molecules through specific RNA-binding domains. These proteins can influence various stages of RNA processing, including transcription, transport, translation, and degradation.
RBPs binding to RNA may follow specific codes that vary across different proteins. These variations can influence the affinity and specificity of RBPs for their RNA targets. Understanding these binding mechanisms is essential for deciphering the roles of RBPs in cellular processes.
different motif
Based on the above knowledge, RBPSignal aims to predict the binding signals of RBPs with RNA. By leveraging deep learning algorithms and biological data, RBPSignal can also identify specific motifs, helping elucidate the regulatory mechanisms governing RNA metabolism.
task
If you use RBPSignal, please cite the following paper:
Xiaohan Ding, Zidong Shu, and et al., RBPSignal: A deep learning approach for predicting RNA-Protein binding signals. bioRxiv.
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 Xiaoyong Pan