Literature DB >> 21189842

The GeneOptimizer Algorithm: using a sliding window approach to cope with the vast sequence space in multiparameter DNA sequence optimization.

David Raab, Marcus Graf, Frank Notka, Thomas Schödl, Ralf Wagner.   

Abstract

One of the main advantages of de novo gene synthesis is the fact that it frees the researcher from any limitations imposed by the use of natural templates. To make the most out of this opportunity, efficient algorithms are needed to calculate a coding sequence, combining different requirements, such as adapted codon usage or avoidance of restriction sites, in the best possible way. We present an algorithm where a "variation window" covering several amino acid positions slides along the coding sequence. Candidate sequences are built comprising the already optimized part of the complete sequence and all possible combinations of synonymous codons representing the amino acids within the window. The candidate sequences are assessed with a quality function, and the first codon of the best candidates' variation window is fixed. Subsequently the window is shifted by one codon position. As an example of a freely accessible software implementing the algorithm, we present the Mr. Gene web-application. Additionally two experimental applications of the algorithm are shown.

Entities:  

Keywords:  Codon optimization; Expression optimization; Gene synthesis; Sequence optimization algorithm; Synthetic genes

Year:  2010        PMID: 21189842      PMCID: PMC2955205          DOI: 10.1007/s11693-010-9062-3

Source DB:  PubMed          Journal:  Syst Synth Biol        ISSN: 1872-5325


  24 in total

1.  Codon usage tabulated from international DNA sequence databases: status for the year 2000.

Authors:  Y Nakamura; T Gojobori; T Ikemura
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

2.  Nonrandom utilization of codon pairs in Escherichia coli.

Authors:  G A Gutman; G W Hatfield
Journal:  Proc Natl Acad Sci U S A       Date:  1989-05       Impact factor: 11.205

3.  Intraplasmid recombination in Streptomyces lividans 66.

Authors:  C W Chen; J F Tsai; S E Chuang
Journal:  Mol Gen Genet       Date:  1987-08

4.  The codon Adaptation Index--a measure of directional synonymous codon usage bias, and its potential applications.

Authors:  P M Sharp; W H Li
Journal:  Nucleic Acids Res       Date:  1987-02-11       Impact factor: 16.971

5.  MatInd and MatInspector: new fast and versatile tools for detection of consensus matches in nucleotide sequence data.

Authors:  K Quandt; K Frech; H Karas; E Wingender; T Werner
Journal:  Nucleic Acids Res       Date:  1995-12-11       Impact factor: 16.971

6.  Splice site prediction in Arabidopsis thaliana pre-mRNA by combining local and global sequence information.

Authors:  S M Hebsgaard; P G Korning; N Tolstrup; J Engelbrecht; P Rouzé; S Brunak
Journal:  Nucleic Acids Res       Date:  1996-09-01       Impact factor: 16.971

7.  Coding-sequence determinants of gene expression in Escherichia coli.

Authors:  Grzegorz Kudla; Andrew W Murray; David Tollervey; Joshua B Plotkin
Journal:  Science       Date:  2009-04-10       Impact factor: 47.728

8.  Correlation between the abundance of Escherichia coli transfer RNAs and the occurrence of the respective codons in its protein genes: a proposal for a synonymous codon choice that is optimal for the E. coli translational system.

Authors:  T Ikemura
Journal:  J Mol Biol       Date:  1981-09-25       Impact factor: 5.469

9.  Design parameters to control synthetic gene expression in Escherichia coli.

Authors:  Mark Welch; Sridhar Govindarajan; Jon E Ness; Alan Villalobos; Austin Gurney; Jeremy Minshull; Claes Gustafsson
Journal:  PLoS One       Date:  2009-09-14       Impact factor: 3.240

10.  Heterologous protein expression is enhanced by harmonizing the codon usage frequencies of the target gene with those of the expression host.

Authors:  Evelina Angov; Collette J Hillier; Randall L Kincaid; Jeffrey A Lyon
Journal:  PLoS One       Date:  2008-05-14       Impact factor: 3.240

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  74 in total

Review 1.  A critical analysis of codon optimization in human therapeutics.

Authors:  Vincent P Mauro; Stephen A Chappell
Journal:  Trends Mol Med       Date:  2014-09-25       Impact factor: 11.951

2.  Replication-Competent NYVAC-KC Yields Improved Immunogenicity to HIV-1 Antigens in Rhesus Macaques Compared to Nonreplicating NYVAC.

Authors:  Karen V Kibler; Benedikt Asbach; Beatriz Perdiguero; Juan García-Arriaza; Nicole L Yates; Robert Parks; Sherry Stanfield-Oakley; Guido Ferrari; David C Montefiori; Georgia D Tomaras; Mario Roederer; Kathryn E Foulds; Donald N Forthal; Michael S Seaman; Steve Self; Raphael Gottardo; Sanjay Phogat; James Tartaglia; Susan Barnett; Anthony D Cristillo; Deborah Weiss; Lindsey Galmin; Song Ding; Jonathan L Heeney; Mariano Esteban; Ralf Wagner; Giuseppe Pantaleo; Bertram L Jacobs
Journal:  J Virol       Date:  2019-01-17       Impact factor: 5.103

3.  Locally Trapping the C-C Chemokine Receptor Type 7 by Gene Delivery Nanoparticle Inhibits Lymphatic Metastasis Prior to Tumor Resection.

Authors:  Sai An; Karthik Tiruthani; Ying Wang; Ligeng Xu; Mengying Hu; Jingjing Li; Wantong Song; Hongnan Jiang; Jirui Sun; Rihe Liu; Leaf Huang
Journal:  Small       Date:  2019-01-28       Impact factor: 13.281

Review 4.  Decoding mechanisms by which silent codon changes influence protein biogenesis and function.

Authors:  Vedrana Bali; Zsuzsanna Bebok
Journal:  Int J Biochem Cell Biol       Date:  2015-03-26       Impact factor: 5.085

5.  A fully synthetic human Fab antibody library based on fixed VH/VL framework pairings with favorable biophysical properties.

Authors:  Thomas Tiller; Ingrid Schuster; Dorothée Deppe; Katja Siegers; Ralf Strohner; Tanja Herrmann; Marion Berenguer; Dominique Poujol; Jennifer Stehle; Yvonne Stark; Martin Heßling; Daniela Daubert; Karin Felderer; Stefan Kaden; Johanna Kölln; Markus Enzelberger; Stefanie Urlinger
Journal:  MAbs       Date:  2013-04-09       Impact factor: 5.857

6.  Expanding the Halohydrin Dehalogenase Enzyme Family: Identification of Novel Enzymes by Database Mining.

Authors:  Marcus Schallmey; Julia Koopmeiners; Elizabeth Wells; Rainer Wardenga; Anett Schallmey
Journal:  Appl Environ Microbiol       Date:  2014-09-19       Impact factor: 4.792

7.  Vaccination with a codon-optimized A27L-containing plasmid decreases virus replication and dissemination after vaccinia virus challenge.

Authors:  Osmarie Martínez; Ariana Bravo Cruz; Saritza Santos; Maite Ramírez; Eric Miranda; Joanna Shisler; Miguel Otero
Journal:  Vaccine       Date:  2017-06-16       Impact factor: 3.641

8.  Codon optimized membrane cofactor protein expression in α 1, 3 galactosyltransferase knockout pig cells improve protection against cytotoxicity of monkey serum.

Authors:  Heasun Lee; In-Sul Hwang; Bala Murali Krishna Vasamsetti; Harikrishna Reddy Rallabandi; Mi-Ryung Park; Sung-June Byun; Hyeon Yang; Sun A Ock; Hwi-Cheul Lee; Jae-Seok Woo; Seongsoo Hwang; Keon Bong Oh
Journal:  3 Biotech       Date:  2020-02-10       Impact factor: 2.406

9.  Embedding permanent watermarks in synthetic genes.

Authors:  Michael Liss; Daniela Daubert; Kathrin Brunner; Kristina Kliche; Ulrich Hammes; Andreas Leiherer; Ralf Wagner
Journal:  PLoS One       Date:  2012-08-08       Impact factor: 3.240

10.  Cloning, expression and purification of the SRCR domains of glycoprotein 340.

Authors:  Sangeetha Purushotham; Champion Deivanayagam
Journal:  Protein Expr Purif       Date:  2013-05-22       Impact factor: 1.650

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