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Reserve Flux Capacity in the Pentose Phosphate Pathway Enables Escherichia coli’s Rapid Response to Oxidative Stress
Open accessAbstract
To counteract oxidative stress and reactive oxygen species (ROS), bacteria evolved various mechanisms, primarily reducing ROS through antioxidant systems that utilize cofactor NADPH. Cells must stabilize NADPH levels by increasing flux through replenishing metabolic pathways like pentose phosphate (PP) pathway. Here, we investigate the mechanism enabling the rapid increase in NADPH supply by exposing Escherichia coli to hydrogen peroxide and quantifying the immediate metabolite dynamics. To systematically infer active regulatory interactions governing this response, we evaluated ensembles of kinetic models of glycolysis and PP pathway, each with different regulation mechanisms. Besides the known inactivation of glyceraldehyde 3-phosphate dehydrogenase by ROS, we reveal the important allosteric inhibition of the first PP pathway enzyme by NADPH. This NADPH feedback inhibition maintains a below maximum-capacity PP pathway flux under non-stress conditions. Relieving this inhibition instantly increases PP pathway flux upon oxidative stress. We demonstrate that reducing cells' capacity to rapidly reroute their flux through the PP pathway increases their oxidative stress sensitivity.
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“In E. coli, by increasing the abundance of glucose-6-phosphate dehydrogenase, metabolic flux can be diverted to the PP pathway, leading to increased tolerance to ROS [195].”
From The Role of Reactive Species on Innate Immunity (2022) · cites this paper as [195]
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Cites
Construction of Escherichia coli K‐12 in‐frame, single‐gene knockout mutants: the Keio collection
Baba, T., Ara, T., Hasegawa, M., Takai, Y., Okumura, Y., Baba, M., Datsenko, K. A., Tomita, M., Wanner, B. L., & Mori, H. (2006) · Molecular Systems Biology · doi:10.1038/msb4100050 · Cited by 7,858
Free radicals, antioxidants, and nutrition
Fang, Y.-Z., Yang, S., & Wu, G. (2002) · Nutrition · doi:10.1016/s0899-9007(02)00916-4 · Cited by 2,607
Kohen, R., & Nyska, A. (2002) · Toxicologic Pathology · doi:10.1080/01926230290166724 · Cited by 2,178
Imlay, J. A. (2013) · Nature Reviews Microbiology · doi:10.1038/nrmicro3032 · Cited by 1,749
Oxidant signals and oxidative stress
Finkel, T. (2003) · Current Opinion in Cell Biology · doi:10.1016/s0955-0674(03)00002-4 · Cited by 1,393
Kitagawa, M., Ara, T., Arifuzzaman, M., Ioka-Nakamichi, T., Inamoto, E., Toyonaga, H., & Mori, H. (2006) · DNA Research · doi:10.1093/dnares/dsi012 · Cited by 1,388
Anastasiou, D., Poulogiannis, G., Asara, J. M., Boxer, M. B., Jiang, J., Shen, M., Bellinger, G., Sasaki, A. T., Locasale, J. W., Auld, D. S., et al. (2011) · Science · doi:10.1126/science.1211485 · Cited by 1,218
The world of protein acetylation
Drazic, A., Myklebust, L. M., Ree, R., & Arnesen, T. (2016) · Biochimica et Biophysica Acta (BBA) - Proteins and Proteomics · doi:10.1016/j.bbapap.2016.06.007 · Cited by 847
The quantitative and condition-dependent Escherichia coli proteome
Schmidt, A., Kochanowski, K., Vedelaar, S. R., Ahrné, E., Volkmer, B., Callipo, L., Knoops, K., Bauer, M., Aebersold, R. H., & Heinemann, M. (2015) · Nature Biotechnology · doi:10.1038/nbt.3418 · Cited by 759
Self-citationGlucose‐6‐phosphate dehydrogenase, NADPH, and cell survival
Stanton, R. C. (2012) · IUBMB Life · doi:10.1002/iub.1017 · Cited by 706
Dynamic rerouting of the carbohydrate flux is key to counteracting oxidative stress
Ralser, M., Wamelink, M. M. C., Kowald, A., Gerisch, B., Heeren, G., Struys, E. A., Klipp, E., Jakobs, C., Breitenbach, M., Lehrach, H. R., et al. (2007) · Journal of Biology · doi:10.1186/jbiol61 · Cited by 627
Sauer, U., Canonaco, F., Heri, S., Perrenoud, A., & Fischer, E. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m311657200 · Cited by 619
Self-citationDynamic modeling of the central carbon metabolism of Escherichia coli
Chassagnole, C., Noisommit‐Rizzi, N., Schmid, J. W., Mauch, K., & Reuß, M. (2002) · Biotechnology and Bioengineering · doi:10.1002/bit.10288 · Cited by 553
Metabolite concentrations, fluxes and free energies imply efficient enzyme usage
Park, J. O., Rubin, S. A., Xu, Y.-F., Amador-Noguez, D., Fan, J., Shlomi, T., & Rabinowitz, J. D. (2016) · Nature Chemical Biology · doi:10.1038/nchembio.2077 · Cited by 453 · cited 2×
“…with the discrepancy between in vitrodetermined maximal enzyme activities in the oxidative PP pathway of approximately 3.2 mmol g 1 h 1 (Fuhrer and Sauer, 2009) and the about 40% lower actual intracellular fluxes of 2.0 mmol g 1 h 1 reported previously (Fuhrer et al., 2005; Park et al., 2016).”
BackgroundInfluentialWhy do bacteria use so many enzymes to scavenge hydrogen peroxide?
Mishra, S., & Imlay, J. A. (2012) · Archives of Biochemistry and Biophysics · doi:10.1016/j.abb.2012.04.014 · Cited by 433
Gilbert, P., Collier, P. J., & Brown, M. R. (1990) · Antimicrobial Agents and Chemotherapy · doi:10.1128/aac.34.10.1865 · Cited by 407
Experimental Identification and Quantification of Glucose Metabolism in Seven Bacterial Species
Fuhrer, T., Fischer, E., & Sauer, U. (2005) · Journal of Bacteriology · doi:10.1128/jb.187.5.1581-1590.2005 · Cited by 397
Self-citationKuehne, A., Emmert, H., Soehle, J., Winnefeld, M., Fischer, F. F., Wenck, H., Gallinat, S., Terstegen, L., Lucius, R., Hildebrand, J., et al. (2015) · Molecular Cell · doi:10.1016/j.molcel.2015.06.017 · Cited by 389
Phenotypic Variation of Salmonella in Host Tissues Delays Eradication by Antimicrobial Chemotherapy
Claudi, B., Spröte, P., Chirkova, A., Personnic, N., Zankl, J., Schürmann, N., Schmidt, A., & Bumann, D. (2014) · Cell · doi:10.1016/j.cell.2014.06.045 · Cited by 311
Nunoshiba, T., Hidalgo, E., Amábile-Cuevas, C. F., & Demple, B. (1992) · Journal of Bacteriology · doi:10.1128/jb.174.19.6054-6060.1992 · Cited by 280
Redox sensing by prokaryotic transcription factors
Zheng, M., & Storz, G. (2000) · Biochemical Pharmacology · doi:10.1016/s0006-2952(99)00289-0 · Cited by 266
Kinetic flux profiling for quantitation of cellular metabolic fluxes
Yuan, J., Bennett, B. D., & Rabinowitz, J. D. (2008) · Nature Protocols · doi:10.1038/nprot.2008.131 · Cited by 259
Greenberg, J. T., & Demple, B. (1989) · Journal of Bacteriology · doi:10.1128/jb.171.7.3933-3939.1989 · Cited by 242
Seo, S. W., Kim, D., Szubin, R., & Palsson, B. O. (2015) · Cell Reports · doi:10.1016/j.celrep.2015.07.043 · Cited by 237 · cited 2×
“In the facultative aerobe Escherichia coli, the long-term defense against ROS is coordinated by the transcription factors OxyR and the SoxRS (Zheng and Storz, 2000; Seo et al., 2015), the former of which responds primarily to the ROS hydrogen peroxide (H2O2) (Nunoshiba et al., 1992).”
BackgroundLink, H., Kochanowski, K., & Sauer, U. (2013) · Nature Biotechnology · doi:10.1038/nbt.2489 · Cited by 229
Self-citationMetabolic reconfiguration is a regulated response to oxidative stress
Grant, C. M. (2008) · Journal of Biology · doi:10.1186/jbiol63 · Cited by 225
Shimizu, K. (2013) · Metabolites · doi:10.3390/metabo4010001 · Cited by 207
Krüger, A., Grüning, N., Wamelink, M. M. C., Kerick, M., Kirpy, A., Parkhomchuk, D., Bluemlein, K., Schweiger, M. R., Soldatov, A. V., Lehrach, H. R., et al. (2011) · Antioxidants and Redox Signaling · doi:10.1089/ars.2010.3797 · Cited by 181
Chechik, G., Oh, E., Rando, O. J., Weissman, J. S., Regev, A., & Koller, D. (2008) · Nature Biotechnology · doi:10.1038/nbt.1499 · Cited by 179
Canonaco, F., Hess, T. A., Heri, S., Wang, T., Szyperski, T., & Sauer, U. (2001) · FEMS Microbiology Letters · doi:10.1111/j.1574-6968.2001.tb10892.x · Cited by 170
Self-citationGerosa, L., van Rijsewijk, B. R. B. H., Christodoulou, D., Kochanowski, K., Schmidt, T., Noor, Ε., & Sauer, U. (2015) · Cell Systems · doi:10.1016/j.cels.2015.09.008 · Cited by 161
Self-citationFuhrer, T., & Sauer, U. (2009) · Journal of Bacteriology · doi:10.1128/jb.01523-08 · Cited by 159
Self-citationMetabolic reconfiguration precedes transcriptional regulation in the antioxidant response
Ralser, M., Wamelink, M. M. C., Latkolik, S. L., Jansen, E. E. W., Lehrach, H. R., & Jakobs, C. (2009) · Nature Biotechnology · doi:10.1038/nbt0709-604 · Cited by 158
On the Undecidability Among Kinetic Models: From Model Selection to Model Averaging
Turkheimer, F., Hinz, R., & Cunningham, V. J. (2003) · Journal of Cerebral Blood Flow & Metabolism · doi:10.1097/01.wcb.0000050065.57184.bb · Cited by 148
Blanchard, J. L., Wholey, W.-Y., Conlon, E. M., & Pomposiello, P. J. (2007) · PLoS ONE · doi:10.1371/journal.pone.0001186 · Cited by 135
Few regulatory metabolites coordinate expression of central metabolic genes in Escherichia coli
Kochanowski, K., Gerosa, L., Brunner, S. F., Christodoulou, D., Nikolaev, Y., & Sauer, U. (2017) · Molecular Systems Biology · doi:10.15252/msb.20167402 · Cited by 130
Self-citationFong, S. S., Marciniak, J. Y., & Palsson, B. Ø. (2003) · Journal of Bacteriology · doi:10.1128/jb.185.21.6400-6408.2003 · Cited by 119
Global Dynamics of the Escherichia coli Proteome and Phosphoproteome During Growth in Minimal Medium
Soares, N. C., Spät, P., Krug, K., & Macek, B. (2013) · Journal of Proteome Research · doi:10.1021/pr3011843 · Cited by 113
Advancing metabolic models with kinetic information
Link, H., Christodoulou, D., & Sauer, U. (2014) · Current Opinion in Biotechnology · doi:10.1016/j.copbio.2014.01.015 · Cited by 104
Self-citationRui, B., Shen, T., Zhou, H. W., Liu, J., Chen, J., Pan, X., Liu, H., Wu, J., Zheng, H., & Shi, Y. (2010) · BMC Systems Biology · doi:10.1186/1752-0509-4-122 · Cited by 100
Topological sensitivity analysis for systems biology
Babtie, A. C., Kirk, P., & Stumpf, M. P. H. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1414026112 · Cited by 97
Effects of Hydrogen Peroxide upon Nicotinamide Nucleotide Metabolism in Escherichia coli
Brumaghim, J. L., Li, Y., Henle, E. S., & Linn, S. (2003) · Journal of Biological Chemistry · doi:10.1074/jbc.m306251200 · Cited by 93
Regulatory Mechanisms Involving Nicotinamide Adenine Nucleotides As Allosteric Effectors
Sanwal, B. D. (1970) · Journal of Biological Chemistry · doi:10.1016/s0021-9258(19)77138-5 · Cited by 85
Reznik, E., Christodoulou, D., Goldford, J. E., Briars, E. A., Sauer, U., Segrè, D., & Noor, Ε. (2017) · Cell Reports · doi:10.1016/j.celrep.2017.08.066 · Cited by 82
Self-citationBaez, A., & Shiloach, J. (2013) · Microbial Cell Factories · doi:10.1186/1475-2859-12-23 · Cited by 80
Escherichia coli Genes and Pathways Involved in Surviving Extreme Exposure to Ionizing Radiation
Byrne, R. T., Chen, S. H., Wood, E. A., Cabot, E. L., & Cox, M. M. (2014) · Journal of Bacteriology · doi:10.1128/jb.01589-14 · Cited by 73
Glucose-6-Phosphate Dehydrogenase Protects Escherichia coli from Tellurite-Mediated Oxidative Stress
Sandoval, J. M., Arenas, F., & Vásquez, C. C. (2011) · PLoS ONE · doi:10.1371/journal.pone.0025573 · Cited by 72
Arai, H., Roh, J. H., & Kaplan, S. (2007) · Journal of Bacteriology · doi:10.1128/jb.01375-07 · Cited by 63
Usui, Y., Hirasawa, T., Furusawa, C., Shirai, T., Yamamoto, N., Mori, H., & Shimizu, H. (2012) · Microbial Cell Factories · doi:10.1186/1475-2859-11-87 · Cited by 55
Sunnåker, M., Zamora-Sillero, E., Dechant, R. C., Ludwig, C., Busetto, A. G., Wagner, A., & Stelling, J. (2013) · Science Signaling · doi:10.1126/scisignal.2003621 · Cited by 48
Olavarría, K., Valdés, D., & Cabrera, R. (2012) · FEBS Journal · doi:10.1111/j.1742-4658.2012.08610.x · Cited by 39
Ensemble Kinetic Modeling of Metabolic Networks from Dynamic Metabolic Profiles
Jia, G., Stephanopoulos, G. N., & Gunawan, R. (2012) · Metabolites · doi:10.3390/metabo2040891 · Cited by 33
Effect of tellurite-mediated oxidative stress on the Escherichia coli glycolytic pathway
Valdivia-González, M., Perez-Donoso, J. M., & Vásquez, C. C. (2012) · BioMetals · doi:10.1007/s10534-012-9518-x · Cited by 29
Murakami, K., Tsubouchi, R., Fukayama, M., Ogawa, T., & Yoshino, M. (2006) · Archives of Microbiology · doi:10.1007/s00203-006-0153-1 · Cited by 27
Nikolaev, Y. V., Kochanowski, K., Link, H., Sauer, U., & Allain, F. H.-T. (2016) · Biochemistry · doi:10.1021/acs.biochem.5b01291 · Cited by 26
Self-citationTargeted and quantitative metabolomics in bacteria
Link, H., Buescher, J. M., & Sauer, U. (2012) · Methods in microbiology · doi:10.1016/b978-0-08-099387-4.00005-3 · Cited by 17
Self-citationTopological augmentation to infer hidden processes in biological systems
Sunnåker, M., Zamora-Sillero, E., de Lomana, A. L. G., Rudroff, F., Sauer, U., Stelling, J., & Wagner, A. (2013) · Bioinformatics · doi:10.1093/bioinformatics/btt638 · Cited by 12
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Metadata
- Authors
- Christodoulou, D., Link, H., Fuhrer, T., Kochanowski, K., Gerosa, L., & Sauer, U.
- Affiliations
- ETH Zurich (CH)
- University of California, San Francisco (US)
- Harvard University (US)
- Corresponding author
- Sauer, Uwe
- Venue
- Cell Systems
- Publisher
- Elsevier BV
- Published
- 2018-05
- Volume
- 6
- Issue
- 5
- Pages
- 569-578.e7
- ISSN
- 2405-4712 (ISSN-L)
- OpenAlex
- W2801771445
- Cited by
- 214
- References
- 57
- Citations by year
- 2026: 21 · 2025: 23 · 2024: 25 · 2023: 32 · 2022: 32 · 2021: 37 · 2020: 28 · 2019: 14 · 2018: 1
- FWCI
- 7.11
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Cell Systems (publishedVersion)
- PubMed (publishedVersion)
- MPG.PuRe (Max Planck Society) (submittedVersion)
- Funders
- SystemsX.ch
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Redox biology and oxidative stress
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Microbial Metabolic Engineering and Bioproduction
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gene Regulatory Network Analysis
- Keywords
- pentose phosphate pathway, oxidative stress response, NADPH, Escherichia coli, hydrogen peroxide, allosteric inhibition, glyceraldehyde-3-phosphate dehydrogenase, metabolic flux, kinetic model, glycolysis, reactive oxygen species, metabolic regulation
- MeSH terms
- Escherichia coli, Glucosephosphate Dehydrogenase, Glycolysis, Hydrogen Peroxide, NADP, Pentose Phosphate Pathway, Reactive Oxygen Species, Oxidative Stress, Escherichia coli Proteins, Metabolic Networks and Pathways, Metabolic Flux Analysis
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