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Evolution combined with genomic study elucidates genetic bases of isobutanol tolerance in Escherichia coli
Platform organism: Escherichia coli str. K-12 substr. MG1655
Sample organism: Escherichia coli
Experiment type: Expression profiling by array
Summary
BACKGROUND: Isobutanol is a promising next generation biofuel
with demonstrated high yield microbial production, but the toxicity
of this molecule reduces fermentation volumetric productivity and final
titers. Organic solvent tolerance is a complex, multigenic phenotype
that has been recalcitrant to rational engineering approaches. We apply
experimental evolution followed by genome resequencing and a gene
expression study to elucidate genetic bases on adaptation to exogenous
isobutanol stress.
RESULTS: The adaptations acquired in our evolved lineages exhibit
antagonistic pleiotropy between minimal and rich medium, and appear to be
specific to the effects of longer chain alcohols. By examining genotypic
adaptation in multiple independent lineages, we find evidence of parallel
evolution in hfq, mdh, acrAB, gatYZABCD, and rph genes. Many isobutanol
tolerant lineages show reduced rpoS activity, perhaps related to mutations
in hfq or acrAB. Consistent with the complex, multigenic nature of solvent
tolerance, we observe adaptations in a diversity of cellular processes.
Many adaptations appear to involve epistasis between different mutations,
implying a rugged fitness landscape for isobutanol tolerance. We observe a
trend of evolution targeting post-transcriptional regulation and high
centrality nodes of biochemical networks. Collectively, the genotypic
adaptations we observe suggest mechanisms of adaptation to isobutanol stress
based on remodelling the cell envelope and surprisingly, stress response
attenuation.
CONCLUSIONS: We have discovered a set of genotypic adaptations that
confer increased tolerance to exogenous isobutanol stress. Our results are
immediately useful to efforts to engineer more isobutanol tolerant host
strains of E. coli for isobutanol production. We suggest that rpoS and
post-transcriptional regulators, such as hfq, RNA helicases, and sRNAs
may be interesting mutagenesis targets for futurue global phenotype engineering.
Overall design
Two strains (WT strain and G3.2 mutant strain), each with two culture conditions
(with and without isobutanol in medium). Three biological replicates for each
strain/culture condition. Twelve samples in total.
GSM576634 – WT E.coli EcNR1, no isobutanol – EcoliWT
GSM576635 – WT E.coli EcNR1, no isobutanol
GSM576636 – WT E.coli EcNR1, no isobutanol
GSM576637 – WT E.coli EcNR1, 0.5 % isobutanol
GSM576638 – WT E.coli EcNR1, 0.5 % isobutanol
GSM576639 – WT E.coli EcNR1, 0.5 % isobutanol
GSM576640 – G3.2 mutant of E.coli EcNR1, no isobutanol
GSM576641 – G3.2 mutant of E.coli EcNR1, no isobutanol
GSM576642 – G3.2 mutant of E.coli EcNR1, no isobutanol
GSM576643 – G3.2 mutant of E.coli EcNR1, 0.5 % isobutanol
GSM576644 – G3.2 mutant of E.coli EcNR1, 0.5 % isobutanol
GSM576645 – G3.2 mutant of E.coli EcNR1, 0.5 % isobutanol
Correponding dataset
EcoliWT – GSM576634-39 WT
1 |
A 7 column table defined as such:
the first column containing the names of the probes
columns 2-4 contain the gene expression values of three replicates for the initial conditions of the experiment
columns 5-7 contain the gene expression values of three replicates for the final conditions of the experiment
Geo Accession #Series GSE23526
Minty, J. J., Lesnefsky, A. A., Lin, F., Chen, Y., Zaroff, T. A., Veloso, A. B., Xie, B., McConnell, C. A.,Ward, R. J., Schwartz, D. R., Rouillard, J. M., Gao, Y., Gulari, E., Lin, X.N. (March 2011) “Evolution combined with genomic study elucidates genetic bases of isobutanol tolerance in Escherichia coli.” Microb Cell Fact. Vol. 10, p. 18. doi: 10.1186/1475-2859-1 0-18.
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