Invention Grant
- Patent Title: System and method for increasing synthesized protein stability
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Application No.: US17512116Application Date: 2021-10-27
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Publication No.: US11551786B2Publication Date: 2023-01-10
- Inventor: Andrew Ellington , Austin Cole , Raghav Shroff , Ross Thyer
- Applicant: Board of Regents, The University of Texas System
- Applicant Address: US TX Austin
- Assignee: Board of Regents, The University of Texas System
- Current Assignee: Board of Regents, The University of Texas System
- Current Assignee Address: US TX Austin
- Agency: Riverside Law LLP
- Main IPC: G16B30/00
- IPC: G16B30/00 ; G16B5/00 ; G16B40/00

Abstract:
A computer-implemented method of training a neural network to improve a characteristic of a protein comprises collecting a set of amino acid sequences from a database, compiling each amino acid sequence into a three-dimensional crystallographic structure of a folded protein, training a neural network with a subset of the three-dimensional crystallographic structures, identifying, with the neural network, a candidate residue to mutate in a target protein, and identifying, with the neural network, a predicted amino acid residue to substitute for the candidate residue, to produce a mutated protein, wherein the mutated protein demonstrates an improvement in a characteristic over the target protein. A system for improving a characteristic of a protein is also described. Improved blue fluorescent proteins generated using the system are also described.
Public/Granted literature
- US20220076787A1 SYSTEM AND METHOD FOR INCREASING SYNTHESIZED PROTEIN STABILITY Public/Granted day:2022-03-10
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