Systems and Methods for Predicting Glycosylation on Proteins

Patent №

US 11,670,399

Granted

2023-06-06

Filed 2017

Owner

THE REGENTS OF THE UNIVERSITY OF CALIFORNIA

AI components

1

ml

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15573239

The disclosed technology provides a computational prediction modeling comprising a novel algorithm for prediction of glycosylation or to optimize biopharmaceutical production of proteins of therapeutic relevance. The model of the disclosed technology can be used to predict glycosylation changes based solely on the stating glycoprofiles in any host cells and known or suggested rules on enzyme specificity. Applications of the invention model are also provided.

Machine learningG16B 40/00C12P 21/005G01N 33/50G01N 33/68G06N 7/08G16B 5/20G16B 35/10G16C 20/60+2 more

AI classification

Machine learning1.00
Planning0.05
Natural language0.04
Vision0.02
AI hardware0.01
Evolutionary computation0.00
Knowledge representation0.00
Speech0.00

Ownership

THE REGENTS OF THE UNIVERSITY OF CALIFORNIA

assignment · 577500452

Assignors

SPAHN, PHILIPP N., LEWIS, NATHAN

On an employer assignment, the assignors are typically the inventors.

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