Current limitations in predicting mRNA translation with deep learning models

Biochemistry, Genetics and Molecular Biology

• Control of Translation 100%
• Untranslated Region 100%
• RNA Translation 100%
• Genetic Divergence 50%
• Protein Expression 50%
• Genetic Variation 50%
• Protein Biosynthesis 50%
• Nucleotide Sequence 50%
• mRNA Vaccine 50%

Keyphrases

• Deep Learning Model 100%
• 5′-untranslated Region (5′-UTR) 50%
• Translation Control 50%
• Translation Mechanism 50%
• Machine Learning 25%
• Bioengineering 25%
• Genetic Variation 25%
• Protein Synthesis 25%
• Protein Expression 25%
• Nucleotide Sequence 25%
• Reporter Construct 25%
• Translation Model 25%
• MRNA Vaccine 25%
• High-throughput Measurement 25%
• Construct Design 25%

Neuroscience

• Untranslated Region 100%
• Amino Acid Activation 100%
• Protein Biosynthesis 50%
• Nucleic Acid Sequence 50%
• Genetic Variation 50%
• Protein Expression 50%
• Messenger RNA 50%