Rishab Jain

ICOR: Improving Codon Optimization with Recurrent Neural Networks
Rishab Jain
Rishab Jain
Rishab Jain
Rishab Jain

Rishab Jain

 

Grade 12

Portland, OR

Inducted: 2022

 

Today, many recombinant vaccines are not efficacious due to low expression. My invention, ICOR, is a new way to improve the production of recombinant vaccines. In genes, most amino acids are encoded by more than one codon. The selection of these "synonymous codons" can dramatically affect the protein production of a sequence. ICOR uses an artificial-intelligence technique to learn patterns found in the genes of bacteria called E. coli. ICOR is then used to predict the best synonymous codons to use. When the ICOR-optimized sequence is "transformed" into E. coli, more protein can be expressed, accelerating production by ~236%!

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YouTube Video: Summary & Explanation of Research Project (3 minutes)

YouTube Video: Demoing my Invention (30 seconds)

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