DocumentCode :
258160
Title :
Modeling ribosome dynamics to optimize heterologous protein production in escherichia coli
Author :
Vu, S.K. ; Belloti, A.A. ; Gabriel, C.J. ; Brochu, H.N. ; Miller, E.S. ; Bitzer, D.L. ; Vouk, M.A.
Author_Institution :
North Carolina State Univ. Raleigh, Raleigh, NC, USA
fYear :
2014
fDate :
3-5 Dec. 2014
Firstpage :
1422
Lastpage :
1425
Abstract :
Ineffective heterologous protein synthesis has often been ascribed to codon bias and rare codons. New experimental evidence suggests that codon bias alone may not be the sole cause of poor translation. In this paper we present a free-energy based model of translation elongation to predict and optimize genes for expression in E. coli. The model takes into account second order free energy effects from the binding between the anti-Shine-Dalgarno sequence of the 3´ terminal 16S rRNA tail and the mRNA, tRNA abundance, and ribosome displacement. The model and software allow optimization of genes for increased (or decreased) protein yield. The model´s predictive and optimization accuracy was assessed by optimizing and expressing three model genes and multiple mRNA variants coding for GST (26 kDa Glutathion S-Transferase from Schistosomajaponicum). Protein yield of optimized genes showed increase from their wildtype levels. Optimization of Glutathion S-Transferase from Schistosoma japonicum and Alcohol Dehydrogenase from Clostridium ljungdahlii DSM 13528 are discussed as examples. Corresponding author, S. K Vu, can be reached at skvu@ncsu.edu.
Keywords :
RNA; enzymes; free energy; genetics; genomics; microorganisms; molecular biophysics; optimisation; 26 kDa glutathion S-transferase; 3´ terminal 16S rRNA tail; Clostridium ljungdahlii DSM 13528; Escherichia coli; Schistosoma japonicum; alcohol dehydrogenase; antiShine-Dalgarno sequence; codon bias; gene expression optimization; heterologous protein production optimization; multiple mRNA variant coding; ribosome displacement; ribosome dynamics; second order free energy effects; tRNA abundance; Computer aided instruction; Encoding; Optimization; Predictive models; Proteins; Springs; Codon Bias; Free Energy Signal; Gene Optimization; Heterologous Protein Expression; Ribosome Displacement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal and Information Processing (GlobalSIP), 2014 IEEE Global Conference on
Conference_Location :
Atlanta, GA
Type :
conf
DOI :
10.1109/GlobalSIP.2014.7032363
Filename :
7032363
Link To Document :
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