scholarly journals Exploring Codon Adjustment Strategies towards Escherichia coli-Based Production of Viral Proteins Encoded by HTH1, a Novel Prophage of the Marine Bacterium Hypnocyclicus thermotrophus

Viruses ◽  
2021 ◽  
Vol 13 (7) ◽  
pp. 1215
Author(s):  
Hasan Arsın ◽  
Andrius Jasilionis ◽  
Håkon Dahle ◽  
Ruth-Anne Sandaa ◽  
Runar Stokke ◽  
...  

Marine viral sequence space is immense and presents a promising resource for the discovery of new enzymes interesting for research and biotechnology. However, bottlenecks in the functional annotation of viral genes and soluble heterologous production of proteins hinder access to downstream characterization, subsequently impeding the discovery process. While commonly utilized for the heterologous expression of prokaryotic genes, codon adjustment approaches have not been fully explored for viral genes. Herein, the sequence-based identification of a putative prophage is reported from within the genome of Hypnocyclicus thermotrophus, a Gram-negative, moderately thermophilic bacterium isolated from the Seven Sisters hydrothermal vent field. A prophage-associated gene cluster, consisting of 46 protein coding genes, was identified and given the proposed name Hypnocyclicus thermotrophus phage H1 (HTH1). HTH1 was taxonomically assigned to the viral family Siphoviridae, by lowest common ancestor analysis of its genome and phylogeny analyses based on proteins predicted as holin and DNA polymerase. The gene neighbourhood around the HTH1 lytic cassette was found most similar to viruses infecting Gram-positive bacteria. In the HTH1 lytic cassette, an N-acetylmuramoyl-L-alanine amidase (Amidase_2) with a peptidoglycan binding motif (LysM) was identified. A total of nine genes coding for enzymes putatively related to lysis, nucleic acid modification and of unknown function were subjected to heterologous expression in Escherichia coli. Codon optimization and codon harmonization approaches were applied in parallel to compare their effects on produced proteins. Comparison of protein yields and thermostability demonstrated that codon optimization yielded higher levels of soluble protein, but codon harmonization led to proteins with higher thermostability, implying a higher folding quality. Altogether, our study suggests that both codon optimization and codon harmonization are valuable approaches for successful heterologous expression of viral genes in E. coli, but codon harmonization may be preferable in obtaining recombinant viral proteins of higher folding quality.

2002 ◽  
Vol 277 (51) ◽  
pp. 49651-49654 ◽  
Author(s):  
Georgiy A. Belogurov ◽  
Reijo Lahti

The H+proton-translocating inorganic pyrophosphatase (H+-PPase) family is composed of two phylogenetically distinct types of enzymes: K+-dependent and K+-independent. However, to date, the sequence criteria governing this dichotomy have remained unknown. In this study, we describe the heterologous expression and functional characterization of H+-PPase from the thermophilic bacteriumCarboxydothermus hydrogenoformans. Both PPi-hydrolyzing and PPi-energized H+translocation activities of the recombinant enzyme inEscherichia coliinner membrane vesicles are strictly K+-dependent. Here we deduce the K+requirement of all available H+-PPase sequences based on the K+dependence ofC. hydrogenoformansH+-PPase in conjunction with phylogenetic analyses. Our data reveal that K+-independent H+-PPases possess conserved Lys and Thr that are absent in K+-dependent H+-PPases. We further demonstrate that a A460K substitution inC. hydrogenoformansH+-PPase is sufficient to confer K+independence to both PPihydrolysis and PPi-energized H+translocation. In contrast, a A463T mutation does not affect the K+dependence of H+-PPase.


2021 ◽  
Author(s):  
Rishab Jain ◽  
Aditya Jain ◽  
Elizabeth Mauro ◽  
Kevin LeShane ◽  
Douglas Densmore

In protein sequences—as there are 61 sense codons but only 20 standard amino acids—most amino acids are encoded by more than one codon. Although such synonymous codons do not alter the encoded amino acid sequence, their selection can dramatically affect the expression of the resulting protein. Codon optimization of synthetic DNA sequences is important for heterologous expression. However, existing solutions are primarily based on choosing high-frequency codons only, neglecting the important effects of rare codons. In this paper, we propose a novel recurrent-neural-network based codon optimization tool, ICOR, that aims to learn codon usage bias on a genomic dataset of Escherichia coli. We compile a dataset of over 7,000 non-redundant, high-expression, robust genes which are used for deep learning. The model uses a bidirectional long short-term memory-based architecture, allowing for the sequential context of codon usage in genes to be learned. Our tool can predict synonymous codons for synthetic genes toward optimal expression in Escherichia coli. We demonstrate that sequential context achieved via RNN may yield codon selection that is more similar to the host genome, therefore improving protein expression more than frequency-based approaches. ICOR is evaluated on 1,481 Escherichia coli genes as well as a benchmark set of 40 select DNA sequences whose heterologous expression has been previously characterized. ICOR's performance across five metrics is compared to that of five different codon optimization techniques. The codon adaptation index -- a metric indicative of high real-world expression -- was utilized as the primary benchmark in this study. ICOR is shown to improve the codon adaptation index by 41.69% and 17.25% compared to the original and Genscript's GenSmart-optimized sequences, respectively. Our tool is provided as an open-source software package that includes the benchmark set of sequences used in this study.


2004 ◽  
Vol 36 (2) ◽  
pp. 307-311 ◽  
Author(s):  
Baicheng Yang ◽  
Zhenquan Guo ◽  
Yixiu Huang ◽  
Shenggeng Zhu

2008 ◽  
Vol 59 (1) ◽  
pp. 94-102 ◽  
Author(s):  
Nicola A. Burgess-Brown ◽  
Sujata Sharma ◽  
Frank Sobott ◽  
Christoph Loenarz ◽  
Udo Oppermann ◽  
...  

1989 ◽  
Vol 9 (11) ◽  
pp. 4777-4788 ◽  
Author(s):  
M Baer ◽  
G B Sancar

DNA photolyases catalyze the light-dependent repair of pyrimidine dimers in DNA. The results of nucleotide sequence analysis and spectroscopic studies demonstrated that photolyases from Saccharomyces cerevisiae and Escherichia coli share 37% amino acid sequence homology and contain identical chromophores. Do the similarities between these two enzymes extend to their interactions with DNA containing pyrimidine dimers, or does the organization of DNA into nucleosomes in S. cerevisiae necessitate alternative or additional recognition determinants? To answer this question, we used chemical and enzymatic techniques to identify the contacts made on DNA by S. cerevisiae photolyase when it is bound to a pyrimidine dimer and compared these contacts with those made by E. coli photolyase and by a truncated derivative of the yeast enzyme when bound to the same substrate. We found evidence for a common set of interactions between the photolyases and specific phosphates in the backbones of both strands as well as for interactions with bases in both the major and minor grooves of dimer-containing DNA. Superimposed on this common pattern were significant differences in the contributions of specific contacts to the overall binding energy, in the interactions of the enzymes with groups on the complementary strand, and in the extent to which other DNA-binding proteins were excluded from the region around the dimer. These results provide strong evidence both for a conserved dimer-binding motif and for the evolution of new interactions that permit photolyases to also act as accessory proteins in nucleotide excision repair. The locations of the specific contacts made by the yeast enzyme indicate that the mechanism of nucleotide excision repair in this organism involves incision(s) at a distance from the pyrimidine dimer.


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