Literature DB >> 32076772

Stepwise optimization of recombinant protein production in Escherichia coli utilizing computational and experimental approaches.

Kulandai Arockia Rajesh Packiam1, Ramakrishnan Nagasundara Ramanan2,3, Chien Wei Ooi1,4, Lakshminarasimhan Krishnaswamy5, Beng Ti Tey1,6.   

Abstract

Over the past few decades, Escherichia coli (E. coli) remains the most favorable host among the microbial cell factories for the production of soluble recombinant proteins. Recombinant protein production (RPP) via E. coli is optimized at the level of gene expression (expression level) and the process condition of fermentation (process level). Presently, the reported studies do not give a clear view on the selection of methods employed in the optimization of RPP. Here, we have reviewed various optimization methods and their preferences with respect to the factors at expression and process levels to achieve the optimal levels of soluble RPP. With a greater understanding of these optimization methods, we proposed a stepwise methodology linking the factors from both levels for optimizing the production of soluble recombinant protein in E. coli. The proposed methodology is further explained through five sets of examples demonstrating the optimization of RPP at both expression and process levels.Key Points• Stepwise methodology of optimizing recombinant protein production is proposed.• In silico tools can facilitate the optimization of gene- and protein-based factors.• Optimization of gene- and protein-based factors aids host-vector selection.• Statistical optimization is preferred for achieving optimal levels of process factors.

Entities:  

Keywords:  Design of experiments; Optimization; Response surface methodology; Soluble recombinant protein; Support vector machine

Mesh:

Substances:

Year:  2020        PMID: 32076772     DOI: 10.1007/s00253-020-10454-w

Source DB:  PubMed          Journal:  Appl Microbiol Biotechnol        ISSN: 0175-7598            Impact factor:   4.813


  76 in total

1.  K-Fold: a tool for the prediction of the protein folding kinetic order and rate.

Authors:  E Capriotti; R Casadio
Journal:  Bioinformatics       Date:  2006-11-30       Impact factor: 6.937

Review 2.  Towards more accurate prediction of protein folding rates: a review of the existing Web-based bioinformatics approaches.

Authors:  Catherine Ching Han Chang; Beng Ti Tey; Jiangning Song; Ramakrishnan Nagasundara Ramanan
Journal:  Brief Bioinform       Date:  2014-03-11       Impact factor: 11.622

3.  Overexpression of a modified protein from amaranth seed in Escherichia coli and effect of environmental conditions on the protein expression.

Authors:  Claudia Castro-Martínez; Silvia Luna-Suárez; Octavio Paredes-López
Journal:  J Biotechnol       Date:  2012-01-09       Impact factor: 3.307

4.  Truncation of the processive Cel5A of Thermotoga maritima results in soluble expression and several fold increase in activity.

Authors:  Abdul Basit; Muhammad W Akhtar
Journal:  Biotechnol Bioeng       Date:  2018-05-01       Impact factor: 4.530

Review 5.  Understanding the art of producing protein and nonprotein molecules in Escherichia coli.

Authors:  P Balbás
Journal:  Mol Biotechnol       Date:  2001-11       Impact factor: 2.695

6.  Production of pig liver esterase in batch fermentation of E. coli Origami.

Authors:  Elke Brüsehaber; Anja Schwiebs; Marlen Schmidt; Dominique Böttcher; Uwe T Bornscheuer
Journal:  Appl Microbiol Biotechnol       Date:  2009-12-19       Impact factor: 4.813

7.  Optimization of an induction strategy for improving interferon-alpha2b production in the periplasm of Escherichia coli using response surface methodology.

Authors:  Siti Nor Ani Azaman; Nagasundara Ramanan Ramakrishnan; Joo Shun Tan; Raha Abdul Rahim; Mohd Puad Abdullah; Arbakariya B Ariff
Journal:  Biotechnol Appl Biochem       Date:  2010-08-02       Impact factor: 2.431

Review 8.  Bioinformatics approaches for improved recombinant protein production in Escherichia coli: protein solubility prediction.

Authors:  Catherine Ching Han Chang; Jiangning Song; Beng Ti Tey; Ramakrishnan Nagasundara Ramanan
Journal:  Brief Bioinform       Date:  2013-08-07       Impact factor: 11.622

9.  ccSOL omics: a webserver for solubility prediction of endogenous and heterologous expression in Escherichia coli.

Authors:  Federico Agostini; Davide Cirillo; Carmen Maria Livi; Riccardo Delli Ponti; Gian Gaetano Tartaglia
Journal:  Bioinformatics       Date:  2014-07-01       Impact factor: 6.937

10.  Periscope: quantitative prediction of soluble protein expression in the periplasm of Escherichia coli.

Authors:  Catherine Ching Han Chang; Chen Li; Geoffrey I Webb; BengTi Tey; Jiangning Song; Ramakrishnan Nagasundara Ramanan
Journal:  Sci Rep       Date:  2016-03-02       Impact factor: 4.379

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  7 in total

1.  Recombinant Protein Production and Purification of Insoluble Proteins.

Authors:  Neus Ferrer-Miralles; Paolo Saccardo; José Luis Corchero; Elena Garcia-Fruitós
Journal:  Methods Mol Biol       Date:  2022

2.  Dot-Blotting: A Quick Method for Expression Analysis of Recombinant Proteins.

Authors:  Vibhor Mishra
Journal:  Curr Protoc       Date:  2022-09

3.  PERISCOPE-Opt: Machine learning-based prediction of optimal fermentation conditions and yields of recombinant periplasmic protein expressed in Escherichia coli.

Authors:  Kulandai Arockia Rajesh Packiam; Chien Wei Ooi; Fuyi Li; Shutao Mei; Beng Ti Tey; Huey Fang Ong; Jiangning Song; Ramakrishnan Nagasundara Ramanan
Journal:  Comput Struct Biotechnol J       Date:  2022-06-03       Impact factor: 6.155

4.  In silico screening and heterologous expression of soluble dimethyl sulfide monooxygenases of microbial origin in Escherichia coli.

Authors:  Prasanth Karaiyan; Catherine Ching Han Chang; Eng-Seng Chan; Beng Ti Tey; Ramakrishnan Nagasundara Ramanan; Chien Wei Ooi
Journal:  Appl Microbiol Biotechnol       Date:  2022-06-17       Impact factor: 5.560

5.  Media optimization for SHuffle T7 Escherichia coli expressing SUMO-Lispro proinsulin by response surface methodology.

Authors:  Aida Bakhshi Khalilvand; Saeed Aminzadeh; Mohammad Hossein Sanati; Fereidoun Mahboudi
Journal:  BMC Biotechnol       Date:  2022-01-03       Impact factor: 2.563

6.  Expression of full and fragment-B of diphtheria toxin genes in Escherichia coli for generating of recombinant diphtheria vaccines.

Authors:  Shaimaa Abulmagd; Abd El-Nasser A Khattab; Hamdallah Zedan
Journal:  Clin Exp Vaccine Res       Date:  2022-01-31

Review 7.  Strategies for efficient production of recombinant proteins in Escherichia coli: alleviating the host burden and enhancing protein activity.

Authors:  Zi-Xu Zhang; Fang-Tong Nong; Yu-Zhou Wang; Chun-Xiao Yan; Yang Gu; Ping Song; Xiao-Man Sun
Journal:  Microb Cell Fact       Date:  2022-09-15       Impact factor: 6.352

  7 in total

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