AIMC Topic: Peptide Chain Elongation, Translational

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DeepTESR: A Deep Learning Framework to Predict the Degree of Translational Elongation Short Ramp for Gene Expression Control.

ACS synthetic biology May 3, 2022
Controlling translational elongation is essential for efficient protein synthesis. Ribosome profiling has revealed that the speed of ribosome movement is correlated with translational efficiency in the translational elongation ramp. In this work, we ...
Deep Learning RNA, Messenger Escherichia coli Protein Biosynthesis Ribosomes Peptide Chain Elongation, Translational
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Full-length ribosome density prediction by a multi-input and multi-output model.

PLoS computational biology Mar 26, 2021
Translation elongation is regulated by a series of complicated mechanisms in both prokaryotes and eukaryotes. Although recent advance in ribosome profiling techniques has enabled one to capture the genome-wide ribosome footprints along transcripts at...
Deep Learning Computational Biology RNA, Messenger Models, Genetic Escherichia coli Saccharomyces cerevisiae Codon Ribosomes Peptide Chain Elongation, Translational
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