Transcriptional network analysis identifies key elementsgoverning the recombinant protein production provokedreprogramming of carbon and energy metabolism inEscherichia coliBL21 (DE3)

Research output: Contribution to journalArticleResearchpeer review

Authors

  • Zhaopeng Li
  • Robert Geffers
  • Garima Jain
  • Frank Klawonn
  • Öznur Kökpinar
  • Manfred Nimtz
  • Wolfgang Schmidt-Heck
  • Ursula Rinas

Research Organisations

External Research Organisations

  • Helmholtz Centre for Infection Research (HZI)
  • Indian Institute of Technology Madras (IITM)
  • Leibniz Institute for Natural Product Research and Infection Biology Hans Knöll Institute (HKI)
  • Adiyaman University
  • Ostfalia University of Applied Sciences
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Details

Original languageEnglish
Article numbere12393
Number of pages23
JournalEngineering Reports
Volume3
Issue number9
Early online date11 Mar 2021
Publication statusPublished - Sept 2021

Abstract

The impact of recombinant protein production on carbon and energy metabolism in Escherichia coli BL21 (DE3) was studied through transcriptome and proteome analysis of cells induced in carbon-limited fed-batch cultures during either fast or slow growth. Production of human basic fibroblast growth factor (pET expression system, T7 promoter) during fast growth leads to a macroscopically observable response classifiable into two consecutive steps: i. apparently unperturbed growth and respiration with concomitant formation of pyruvate and acetate followed by ii. inhibition of growth, respiratory activity and glucose uptake. Down-regulation of genes involved in sugar and acetate uptake, tricarboxylic acid (TCA) cycle, and respiratory energy generation started already during apparently unperturbed growth with the exceptions of up-regulated genes encoding the less energy efficient NADH dehydrogenase and terminal oxidases. A transcription factor target gene network analysis revealed that observed changes are mainly attributable to the vanishing influence of the transcription factor CRP-cAMP but also to a strong down-regulation of AcrA-P repressed genes. Moreover, down-regulation of MalT activated and up-regulation of PdhR repressed genes contribute among others to the reorganization of the transcriptome. The main drivers were identified as accumulating metabolites, for example, pyruvate, which affect transcription factor activity. The resulting restructured proteome leads to reduced glucose uptake, TCA cycle, and respiratory capacities this way decreasing catabolic carbon breakdown and metabolite accumulation. At slow growth, the production provoked transcriptome rearrangements are more subtle not leading to a macroscopically evident response. In summary, the transcriptomic response towards recombinant gene expression mimics a carbon or nutrient up-shift response aiming to match catabolic carbon processing with compromised anabolic capacities of induced cells. It is not the reason for growth inhibition and the metabolic burden but the cellular attempt to attenuate the “toxic effect” of recombinant gene expression by reducing carbon catabolism.

Keywords

    Escherichia coli, metabolic burden, recombinant protein production, regulatory network analysis

ASJC Scopus subject areas

Cite this

Transcriptional network analysis identifies key elementsgoverning the recombinant protein production provokedreprogramming of carbon and energy metabolism inEscherichia coliBL21 (DE3). / Li, Zhaopeng; Geffers, Robert; Jain, Garima et al.
In: Engineering Reports, Vol. 3, No. 9, e12393, 09.2021.

Research output: Contribution to journalArticleResearchpeer review

Li, Z, Geffers, R, Jain, G, Klawonn, F, Kökpinar, Ö, Nimtz, M, Schmidt-Heck, W & Rinas, U 2021, 'Transcriptional network analysis identifies key elementsgoverning the recombinant protein production provokedreprogramming of carbon and energy metabolism inEscherichia coliBL21 (DE3)', Engineering Reports, vol. 3, no. 9, e12393. https://doi.org/10.1002/eng2.12393
Li, Z., Geffers, R., Jain, G., Klawonn, F., Kökpinar, Ö., Nimtz, M., Schmidt-Heck, W., & Rinas, U. (2021). Transcriptional network analysis identifies key elementsgoverning the recombinant protein production provokedreprogramming of carbon and energy metabolism inEscherichia coliBL21 (DE3). Engineering Reports, 3(9), Article e12393. https://doi.org/10.1002/eng2.12393
Li Z, Geffers R, Jain G, Klawonn F, Kökpinar Ö, Nimtz M et al. Transcriptional network analysis identifies key elementsgoverning the recombinant protein production provokedreprogramming of carbon and energy metabolism inEscherichia coliBL21 (DE3). Engineering Reports. 2021 Sept;3(9):e12393. Epub 2021 Mar 11. doi: 10.1002/eng2.12393
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title = "Transcriptional network analysis identifies key elementsgoverning the recombinant protein production provokedreprogramming of carbon and energy metabolism inEscherichia coliBL21 (DE3)",
abstract = "The impact of recombinant protein production on carbon and energy metabolism in Escherichia coli BL21 (DE3) was studied through transcriptome and proteome analysis of cells induced in carbon-limited fed-batch cultures during either fast or slow growth. Production of human basic fibroblast growth factor (pET expression system, T7 promoter) during fast growth leads to a macroscopically observable response classifiable into two consecutive steps: i. apparently unperturbed growth and respiration with concomitant formation of pyruvate and acetate followed by ii. inhibition of growth, respiratory activity and glucose uptake. Down-regulation of genes involved in sugar and acetate uptake, tricarboxylic acid (TCA) cycle, and respiratory energy generation started already during apparently unperturbed growth with the exceptions of up-regulated genes encoding the less energy efficient NADH dehydrogenase and terminal oxidases. A transcription factor target gene network analysis revealed that observed changes are mainly attributable to the vanishing influence of the transcription factor CRP-cAMP but also to a strong down-regulation of AcrA-P repressed genes. Moreover, down-regulation of MalT activated and up-regulation of PdhR repressed genes contribute among others to the reorganization of the transcriptome. The main drivers were identified as accumulating metabolites, for example, pyruvate, which affect transcription factor activity. The resulting restructured proteome leads to reduced glucose uptake, TCA cycle, and respiratory capacities this way decreasing catabolic carbon breakdown and metabolite accumulation. At slow growth, the production provoked transcriptome rearrangements are more subtle not leading to a macroscopically evident response. In summary, the transcriptomic response towards recombinant gene expression mimics a carbon or nutrient up-shift response aiming to match catabolic carbon processing with compromised anabolic capacities of induced cells. It is not the reason for growth inhibition and the metabolic burden but the cellular attempt to attenuate the “toxic effect” of recombinant gene expression by reducing carbon catabolism.",
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T1 - Transcriptional network analysis identifies key elementsgoverning the recombinant protein production provokedreprogramming of carbon and energy metabolism inEscherichia coliBL21 (DE3)

AU - Li, Zhaopeng

AU - Geffers, Robert

AU - Jain, Garima

AU - Klawonn, Frank

AU - Kökpinar, Öznur

AU - Nimtz, Manfred

AU - Schmidt-Heck, Wolfgang

AU - Rinas, Ursula

N1 - Funding Information: Bundesministerium für Bildung und Forschung, FORSYS-Partner program (grant FKZ 0315285); Deutsche Forschungsgemeinschaft, Cluster of Excellence “Rebirth” EXC62; Deutscher Akademischer Austauschdienst

PY - 2021/9

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N2 - The impact of recombinant protein production on carbon and energy metabolism in Escherichia coli BL21 (DE3) was studied through transcriptome and proteome analysis of cells induced in carbon-limited fed-batch cultures during either fast or slow growth. Production of human basic fibroblast growth factor (pET expression system, T7 promoter) during fast growth leads to a macroscopically observable response classifiable into two consecutive steps: i. apparently unperturbed growth and respiration with concomitant formation of pyruvate and acetate followed by ii. inhibition of growth, respiratory activity and glucose uptake. Down-regulation of genes involved in sugar and acetate uptake, tricarboxylic acid (TCA) cycle, and respiratory energy generation started already during apparently unperturbed growth with the exceptions of up-regulated genes encoding the less energy efficient NADH dehydrogenase and terminal oxidases. A transcription factor target gene network analysis revealed that observed changes are mainly attributable to the vanishing influence of the transcription factor CRP-cAMP but also to a strong down-regulation of AcrA-P repressed genes. Moreover, down-regulation of MalT activated and up-regulation of PdhR repressed genes contribute among others to the reorganization of the transcriptome. The main drivers were identified as accumulating metabolites, for example, pyruvate, which affect transcription factor activity. The resulting restructured proteome leads to reduced glucose uptake, TCA cycle, and respiratory capacities this way decreasing catabolic carbon breakdown and metabolite accumulation. At slow growth, the production provoked transcriptome rearrangements are more subtle not leading to a macroscopically evident response. In summary, the transcriptomic response towards recombinant gene expression mimics a carbon or nutrient up-shift response aiming to match catabolic carbon processing with compromised anabolic capacities of induced cells. It is not the reason for growth inhibition and the metabolic burden but the cellular attempt to attenuate the “toxic effect” of recombinant gene expression by reducing carbon catabolism.

AB - The impact of recombinant protein production on carbon and energy metabolism in Escherichia coli BL21 (DE3) was studied through transcriptome and proteome analysis of cells induced in carbon-limited fed-batch cultures during either fast or slow growth. Production of human basic fibroblast growth factor (pET expression system, T7 promoter) during fast growth leads to a macroscopically observable response classifiable into two consecutive steps: i. apparently unperturbed growth and respiration with concomitant formation of pyruvate and acetate followed by ii. inhibition of growth, respiratory activity and glucose uptake. Down-regulation of genes involved in sugar and acetate uptake, tricarboxylic acid (TCA) cycle, and respiratory energy generation started already during apparently unperturbed growth with the exceptions of up-regulated genes encoding the less energy efficient NADH dehydrogenase and terminal oxidases. A transcription factor target gene network analysis revealed that observed changes are mainly attributable to the vanishing influence of the transcription factor CRP-cAMP but also to a strong down-regulation of AcrA-P repressed genes. Moreover, down-regulation of MalT activated and up-regulation of PdhR repressed genes contribute among others to the reorganization of the transcriptome. The main drivers were identified as accumulating metabolites, for example, pyruvate, which affect transcription factor activity. The resulting restructured proteome leads to reduced glucose uptake, TCA cycle, and respiratory capacities this way decreasing catabolic carbon breakdown and metabolite accumulation. At slow growth, the production provoked transcriptome rearrangements are more subtle not leading to a macroscopically evident response. In summary, the transcriptomic response towards recombinant gene expression mimics a carbon or nutrient up-shift response aiming to match catabolic carbon processing with compromised anabolic capacities of induced cells. It is not the reason for growth inhibition and the metabolic burden but the cellular attempt to attenuate the “toxic effect” of recombinant gene expression by reducing carbon catabolism.

KW - Escherichia coli

KW - metabolic burden

KW - recombinant protein production

KW - regulatory network analysis

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JO - Engineering Reports

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