A Neural Network Approach for the Analysis of Reproducible Ribo–Seq Profiles

A Neural Network Approach for the Analysis of Reproducible Ribo–Seq Profiles

In recent years, the Ribosome profiling technique (Ribo–seq) has emerged as a powerful method for globally monitoring the translation process in vivo at single nucleotide resolution. Based on deep sequencing of mRNA fragments, Ribo–seq allows to obtain profiles that reflect the time spent by ribosom...

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Bibliographic Details
Main Authors: Giorgia Giacomini, Caterina Graziani, Veronica Lachi, Pietro Bongini, Niccolò Pancino, Monica Bianchini, Davide Chiarugi, Angelo Valleriani, Paolo Andreini
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Algorithms
Subjects:
Ribo–seq profiling
neural networks
prediction of translation speed
ribosome dynamics
CNN
Online Access:https://www.mdpi.com/1999-4893/15/8/274

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https://www.mdpi.com/1999-4893/15/8/274

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