METHOD OF SEQUENCE OPTIMIZATION FOR IMPROVED RECOMBINANT PROTEIN EXPRESSION USING A PARTICLE SWARM OPTIMIZATION ALGORITHM

Patent №

US 8,326,547

Granted

2012-12-04

Filed 2010

Owner

GENSCRIPT HOLDINGS (HONG KONG) LIMITED

+3 more

Lab

AI components

2

ml · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12894401

An improved gene sequence optimization method, the systematic optimization method, is described for boosting the recombinant expression of genes in bacteria, yeast, insect and mammalian cells. This general method takes into account of multiple, preferably most or all, of the parameters and factors affecting protein expression including codon usage, tRNA usage, GC-content, ribosome binding sequences, promoter, 5′-UTR, ORF and 3′-UTR sequences of the genes to improve and optimize the gene sequences to boost the protein expression of the genes in bacteria, yeast, insect and mammalian cells. In particular, the invention relates to a system and a method for sequence optimization for improved recombinant protein expression using a particle swarm optimization algorithm. The improved systematic optimization method can be incorporated into a software for more efficient optimization.

AI classification

Machine learning1.00
Evolutionary computation1.00
AI hardware0.06
Natural language0.02
Knowledge representation0.01
Vision0.00
Planning0.00
Speech0.00

Ownership

GENSCRIPT HOLDINGS (HONG KONG) LIMITED

assignment · 250870721

GENSCRIPT NANJING

assignment · 281890991

NANJINGJINSIRUI SCIENCE & TECHNOLOGY BIOLOGY CORP.

correct · 284510664

NANJING GENSCRIPT BIOTECH CO., LTD.

namechg · 558860741

Assignors

LIU, XIAOWU, HE, YUN, WANG, ZHUYING, WANG, CHUNJIAO, LIU, ZHIBING, XIA, TIANHUI, WANG, LUQUAN, ZHANG, FANG LIANG

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

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