Transcriptome analysis of parallel-evolved Escherichia coli strains under ethanol stress

BackgroundUnderstanding ethanol tolerance in microorganisms is important for the improvement of bioethanol production. Hence, we performed parallel-evolution experiments using Escherichia coli cells under ethanol stress to determine the phenotypic changes necessary for ethanol tolerance.ResultsAfter cultivation of 1,000 generations under 5% ethanol stress, we obtained 6 ethanol-tolerant strains that showed an approximately 2-fold increase in their specific growth rate in comparison with their ancestor. Expression analysis using microarrays revealed that common expression changes occurred during the adaptive evolution to the ethanol stress environment. Biosynthetic pathways of amino acids, including tryptophan, histidine, and branched-chain amino acids, were commonly up-regulated in the tolerant strains, suggesting that activating these pathways is involved in the development of ethanol tolerance. In support of this hypothesis, supplementation of isoleucine, tryptophan, and histidine to the culture medium increased the specific growth rate under ethanol stress. Furthermore, genes related to iron ion metabolism were commonly up-regulated in the tolerant strains, which suggests the change in intracellular redox state during adaptive evolution.ConclusionsThe common phenotypic changes in the ethanol-tolerant strains we identified could provide a fundamental basis for designing ethanol-tolerant strains for industrial purposes.

[1]  Yajun Yan,et al.  Engineering metabolic systems for production of advanced fuels , 2009, Journal of Industrial Microbiology & Biotechnology.

[2]  Hiroshi Shimizu,et al.  An improved physico-chemical model of hybridization on high-density oligonucleotide microarrays , 2008, Bioinform..

[3]  M. Okochi,et al.  Increase of organic solvent tolerance by overexpression of manXYZ in Escherichia coli , 2007, Applied Microbiology and Biotechnology.

[4]  Erin M. Conlon,et al.  Rapid Changes in Gene Expression Dynamics in Response to Superoxide Reveal SoxRS-Dependent and Independent Transcriptional Networks , 2007, PloS one.

[5]  Ramon Gonzalez,et al.  Gene Array‐Based Identification of Changes That Contribute to Ethanol Tolerance in Ethanologenic Escherichia coli: Comparison of KO11 (Parent) to LY01 (Resistant Mutant) , 2003, Biotechnology progress.

[6]  R. Prasad,et al.  Relationship between ethanol tolerance and fatty acyl composition of Saccharomyces cerevisiae , 1989, Applied Microbiology and Biotechnology.

[7]  P. Pucci,et al.  Indole-3-acetic acid improves Escherichia coli’s defences to stress , 2006, Archives of Microbiology.

[8]  J. Sambrook,et al.  Molecular Cloning: A Laboratory Manual , 2001 .

[9]  L. Ingram,et al.  Isolation and characterization of ethanol-tolerant mutants of Escherichia coli KO11 for fuel ethanol production , 1998, Journal of Industrial Microbiology and Biotechnology.

[10]  J. Liao,et al.  An integrated network approach identifies the isobutanol response network of Escherichia coli , 2009, Molecular systems biology.

[11]  R. Lenski,et al.  Microbial genetics: Evolution experiments with microorganisms: the dynamics and genetic bases of adaptation , 2003, Nature Reviews Genetics.

[12]  J. S. Lee,et al.  Random mutagenesis of 1-aminocyclopropane-1-carboxylate synthase: a key enzyme in ethylene biosynthesis. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[13]  G. Walker SOS-regulated proteins in translesion DNA synthesis and mutagenesis. , 1995, Trends in biochemical sciences.

[14]  James C. Liao,et al.  3-Methyl-1-butanol production in Escherichia coli: random mutagenesis and two-phase fermentation , 2010, Applied Microbiology and Biotechnology.

[15]  G. Storz,et al.  Transcriptional regulator of oxidative stress-inducible genes: direct activation by oxidation. , 1990, Science.

[16]  Shangfa Yang,et al.  1-Aminocyclopropanecarboxylate synthase, a key enzyme in ethylene biosynthesis. , 1979, Archives of biochemistry and biophysics.

[17]  B. Palsson,et al.  Parallel adaptive evolution cultures of Escherichia coli lead to convergent growth phenotypes with different gene expression states. , 2005, Genome research.

[18]  M. Drake,et al.  Stress Response of Escherichia coli , 2006 .

[19]  Chunkeng Hu,et al.  Protein amino acid composition of plasma membranes affects membrane fluidity and thereby ethanol tolerance in a self-flocculating fusant of Schizosaccharomyces pombe and Saccharomyces cerevisiae. , 2005, Sheng wu gong cheng xue bao = Chinese journal of biotechnology.

[20]  U. Sauer Evolutionary engineering of industrially important microbial phenotypes. , 2001, Advances in biochemical engineering/biotechnology.

[21]  C. Rosenfield,et al.  Ethanol Tolerance in the Yeast Saccharomyces cerevisiae Is Dependent on Cellular Oleic Acid Content , 2003, Applied and Environmental Microbiology.

[22]  Julio Collado-Vides,et al.  RegulonDB (version 6.0): gene regulation model of Escherichia coli K-12 beyond transcription, active (experimental) annotated promoters and Textpresso navigation , 2007, Nucleic Acids Res..

[23]  Yoshio Katakura,et al.  Identification of target genes conferring ethanol stress tolerance to Saccharomyces cerevisiae based on DNA microarray data analysis. , 2007, Journal of biotechnology.

[24]  B. Sjöberg,et al.  NrdR Controls Differential Expression of the Escherichia coli Ribonucleotide Reductase Genes , 2007, Journal of bacteriology.

[25]  J. Slonczewski,et al.  Rapid acid treatment of Escherichia coli: transcriptomic response and recovery , 2008, BMC Microbiology.

[26]  Rachael P. Huntley,et al.  The GOA database in 2009—an integrated Gene Ontology Annotation resource , 2008, Nucleic Acids Res..

[27]  P. Pomposiello,et al.  Genome-Wide Transcriptional Profiling of theEscherichia coli Responses to Superoxide Stress and Sodium Salicylate , 2001, Journal of bacteriology.

[28]  S. Normark,et al.  Molecular Characterization of the Acid-Inducible asr Gene of Escherichia coli and Its Role in Acid Stress Response , 2003, Journal of bacteriology.

[29]  G. Stephanopoulos,et al.  Engineering Yeast Transcription Machinery for Improved Ethanol Tolerance and Production , 2006, Science.

[30]  F. Neidhardt,et al.  Induction of the heat shock regulon does not produce thermotolerance in Escherichia coli. , 1987, Genes & development.

[31]  Oleg Paliy,et al.  Genome-Wide Transcriptional Responses of Escherichia coli K-12 to Continuous Osmotic and Heat Stresses , 2008, Journal of bacteriology.

[32]  Terence P. Speed,et al.  A comparison of normalization methods for high density oligonucleotide array data based on variance and bias , 2003, Bioinform..

[33]  Hyun Uk Kim,et al.  Metabolic engineering of microorganisms: general strategies and drug production. , 2009, Drug discovery today.

[34]  Jay D. Keasling,et al.  Functional Genomic Study of Exogenous n-Butanol Stress in Escherichia coli , 2010, Applied and Environmental Microbiology.

[35]  S. Varghese,et al.  Submicromolar hydrogen peroxide disrupts the ability of Fur protein to control free‐iron levels in Escherichia coli , 2007, Molecular microbiology.

[36]  Saeed Tavazoie,et al.  Molecular Systems Biology 6; Article number 378; doi:10.1038/msb.2010.33 Citation: Molecular Systems Biology 6:378 , 2022 .

[37]  T. Wood,et al.  Temporal gene-expression in Escherichia coli K-12 biofilms. , 2007, Environmental microbiology.

[38]  Naoaki Ono,et al.  Experimental optimization of probe length to increase the sequence specificity of high-density oligonucleotide microarrays , 2007, BMC Genomics.

[39]  L. Jarboe,et al.  Development of ethanologenic bacteria. , 2007, Advances in biochemical engineering/biotechnology.

[40]  T. Kawamoto,et al.  Signal transduction in the phosphate regulon of Escherichia coli involves phosphotransfer between PhoR and PhoB proteins. , 1989, Journal of molecular biology.

[41]  A. F. Bennett,et al.  An experimental test of evolutionary trade-offs during temperature adaptation , 2007, Proceedings of the National Academy of Sciences.

[42]  Charlotte Schubert,et al.  Can biofuels finally take center stage? , 2006, Nature Biotechnology.

[43]  Chris E Cooper,et al.  Global Iron-dependent Gene Regulation in Escherichia coli , 2003, Journal of Biological Chemistry.

[44]  J. Selbig,et al.  Metabolomic and transcriptomic stress response of Escherichia coli , 2010, Molecular systems biology.

[45]  L. Ingram Changes in lipid composition of Escherichia coli resulting from growth with organic solvents and with food additives , 1977, Applied and environmental microbiology.