Systems and Photosystems: Cellular Limits of Autotrophic Productivity in Cyanobacteria
Abstract
Recent advances in the modeling of microbial growth and metabolism have shown that growth rate critically depends upon the optimal allocation of finite proteomic resources among different cellular functions and that modeling growth rates becomes more realistic with the explicit accounting for the costs of macromolecular synthesis, most importantly, protein expression. The “proteomic constraint” is considered together with its application to understanding photosynthetic microbial growth. The central hypothesis is that physical limits of cellular space (and corresponding solvation capacity) in conjunction with cell surface-to-volume ratios represent the underlying constraints on the maximal rate of autotrophic microbial growth. The limitation of cellular space thus constrains the size the total complement of macromolecules, dissolved ions, and metabolites. To a first approximation, the upper limit in the cellular amount of the total proteome is bounded this space limit. This predicts that adaptation to osmotic stress will result in lower maximal growth rates due to decreased cellular concentrations of core metabolic proteins necessary for cell growth owing the accumulation of compatible osmolytes, as surmised previously. The finite capacity of membrane and cytoplasmic space also leads to the hypothesis that the species-specific differences in maximal growth rates likely reflect differences in the allocation of spacemore »
- Authors:
-
- Oklahoma State Univ., Stillwater, OK (United States). Dept. of Microbiology and Molecular Genetics
- Publication Date:
- Research Org.:
- Oklahoma State Univ., Stillwater, OK (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1629926
- Grant/Contract Number:
- FG02-08ER15968
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Frontiers in Bioengineering and Biotechnology
- Additional Journal Information:
- Journal Volume: 3; Journal ID: ISSN 2296-4185
- Publisher:
- Frontiers Research Foundation
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 59 BASIC BIOLOGICAL SCIENCES; cyanobacteria; growth rate; molecular crowding; optimization; photosynthesis; ribosomes
Citation Formats
Burnap, Robert L. Systems and Photosystems: Cellular Limits of Autotrophic Productivity in Cyanobacteria. United States: N. p., 2015.
Web. doi:10.3389/fbioe.2015.00001.
Burnap, Robert L. Systems and Photosystems: Cellular Limits of Autotrophic Productivity in Cyanobacteria. United States. https://doi.org/10.3389/fbioe.2015.00001
Burnap, Robert L. Tue .
"Systems and Photosystems: Cellular Limits of Autotrophic Productivity in Cyanobacteria". United States. https://doi.org/10.3389/fbioe.2015.00001. https://www.osti.gov/servlets/purl/1629926.
@article{osti_1629926,
title = {Systems and Photosystems: Cellular Limits of Autotrophic Productivity in Cyanobacteria},
author = {Burnap, Robert L.},
abstractNote = {Recent advances in the modeling of microbial growth and metabolism have shown that growth rate critically depends upon the optimal allocation of finite proteomic resources among different cellular functions and that modeling growth rates becomes more realistic with the explicit accounting for the costs of macromolecular synthesis, most importantly, protein expression. The “proteomic constraint” is considered together with its application to understanding photosynthetic microbial growth. The central hypothesis is that physical limits of cellular space (and corresponding solvation capacity) in conjunction with cell surface-to-volume ratios represent the underlying constraints on the maximal rate of autotrophic microbial growth. The limitation of cellular space thus constrains the size the total complement of macromolecules, dissolved ions, and metabolites. To a first approximation, the upper limit in the cellular amount of the total proteome is bounded this space limit. This predicts that adaptation to osmotic stress will result in lower maximal growth rates due to decreased cellular concentrations of core metabolic proteins necessary for cell growth owing the accumulation of compatible osmolytes, as surmised previously. The finite capacity of membrane and cytoplasmic space also leads to the hypothesis that the species-specific differences in maximal growth rates likely reflect differences in the allocation of space to niche-specific proteins with the corresponding diminution of space devoted to other functions including proteins of core autotrophic metabolism, which drive cell reproduction. An optimization model for autotrophic microbial growth, the autotrophic replicator model, was developed based upon previous work investigating heterotrophic growth. The present model describes autotrophic growth in terms of the allocation protein resources among core functional groups including the photosynthetic electron transport chain, light-harvesting antennae, and the ribosome groups.},
doi = {10.3389/fbioe.2015.00001},
journal = {Frontiers in Bioengineering and Biotechnology},
number = ,
volume = 3,
place = {United States},
year = {Tue Jan 20 00:00:00 EST 2015},
month = {Tue Jan 20 00:00:00 EST 2015}
}
Works referenced in this record:
Metabolic efficiency and amino acid composition in the proteomes of Escherichia coli and Bacillus subtilis
journal, March 2002
- Akashi, Hiroshi; Gojobori, Takashi
- Proceedings of the National Academy of Sciences, Vol. 99, Issue 6
Nonlinear Optimization Applications Using the GAMS Technology
book, January 2013
- Andrei, Neculai
- Springer Optimization and Its Applications
Engineering a Cyanobacterial Cell Factory for Production of Lactic Acid
journal, August 2012
- Angermayr, S. Andreas; Paszota, Michal; Hellingwerf, Klaas J.
- Applied and Environmental Microbiology, Vol. 78, Issue 19
Evolutionary Systems Biology of Amino Acid Biosynthetic Cost in Yeast
journal, August 2010
- Barton, Michael D.; Delneri, Daniela; Oliver, Stephen G.
- PLoS ONE, Vol. 5, Issue 8
Intracellular crowding defines the mode and sequence of substrate uptake by Escherichia coli and constrains its metabolic activity
journal, July 2007
- Beg, Q. K.; Vazquez, A.; Ernst, J.
- Proceedings of the National Academy of Sciences, Vol. 104, Issue 31
Synthetic biology of cyanobacteria: unique challenges and opportunities
journal, January 2013
- Berla, Bertram M.; Saha, Rajib; Immethun, Cheryl M.
- Frontiers in Microbiology, Vol. 4
Relationship between DNA cycle and growth rate in Synechococcus sp. strain PCC 6301.
journal, May 1990
- Binder, B. J.; Chisholm, S. W.
- Journal of Bacteriology, Vol. 172, Issue 5
Photo-catalytic conversion of carbon dioxide to organic acids by a recombinant cyanobacterium incapable of glycogen storage
journal, January 2012
- Carrieri, Damian; Paddock, Troy; Maness, Pin-Ching
- Energy & Environmental Science, Vol. 5, Issue 11, p. 9457-9461
Roles of Cytoplasmic Osmolytes, Water, and Crowding in the Response of Escherichia coli to Osmotic Stress: Biophysical Basis of Osmoprotection by Glycine Betaine †
journal, November 2003
- Cayley, Scott; Record, M. Thomas
- Biochemistry, Vol. 42, Issue 43
Metabolic modeling of microbial strains in silico
journal, March 2001
- Covert, Markus W.; Schilling, Christophe H.; Famili, Iman
- Trends in Biochemical Sciences, Vol. 26, Issue 3
Regulation of the Cyanobacterial CO2-Concentrating Mechanism Involves Internal Sensing of NADP+ and α-Ketogutarate Levels by Transcription Factor CcmR
journal, July 2012
- Daley, Shawn M. E.; Kappell, Anthony D.; Carrick, Marla J.
- PLoS ONE, Vol. 7, Issue 7
Comparison of Photoacclimation in Twelve Freshwater Photoautotrophs (Chlorophyte, Bacillaryophyte, Cryptophyte and Cyanophyte) Isolated from a Natural Community
journal, March 2013
- Deblois, Charles P.; Marchand, Axelle; Juneau, Philippe
- PLoS ONE, Vol. 8, Issue 3
Rerouting Carbon Flux To Enhance Photosynthetic Productivity
journal, February 2012
- Ducat, Daniel C.; Avelar-Rivas, J. Abraham; Way, Jeffrey C.
- Applied and Environmental Microbiology, Vol. 78, Issue 8
Macromolecular crowding: obvious but underappreciated
journal, October 2001
- Ellis, R. John
- Trends in Biochemical Sciences, Vol. 26, Issue 10
Glucosylglycerol accumulation during salt acclimation of two unicellular cyanobacteria
journal, February 1992
- Erdmann, N.; Fulda, S.; Hagemann, M.
- Journal of General Microbiology, Vol. 138, Issue 2
Reconstruction of biochemical networks in microorganisms
journal, December 2008
- Feist, Adam M.; Herrgård, Markus J.; Thiele, Ines
- Nature Reviews Microbiology, Vol. 7, Issue 2
Single particle analysis of thylakoid proteins from Thermosynechococcus elongatus and Synechocystis 6803: Localization of the CupA subunit of NDH-1
journal, December 2007
- Folea, I. Mihaela; Zhang, Pengpeng; Nowaczyk, Marc M.
- FEBS Letters, Vol. 582, Issue 2
Impaired glycogen synthesis causes metabolic overflow reactions and affects stress responses in the cyanobacterium Synechocystis sp. PCC 6803
journal, October 2012
- Grundel, M.; Scheunemann, R.; Lockau, W.
- Microbiology, Vol. 158, Issue Pt_12
Molecular biology of cyanobacterial salt acclimation
journal, January 2011
- Hagemann, Martin
- FEMS Microbiology Reviews, Vol. 35, Issue 1
Nutrient acquisition and limitation for the photoautotrophic growth of Synechocystis sp. PCC6803 as a renewable biomass source
journal, September 2010
- Kim, Hyun Woo; Vannela, Raveender; Zhou, Chao
- Biotechnology and Bioengineering, Vol. 108, Issue 2
Dynamic control of protein diffusion within the granal thylakoid lumen
journal, November 2011
- Kirchhoff, H.; Hall, C.; Wood, M.
- Proceedings of the National Academy of Sciences, Vol. 108, Issue 50
Molecular crowding limits translation and cell growth
journal, September 2013
- Klumpp, S.; Scott, M.; Pedersen, S.
- Proceedings of the National Academy of Sciences, Vol. 110, Issue 42
Flux Balance Analysis of Cyanobacterial Metabolism: The Metabolic Network of Synechocystis sp. PCC 6803
journal, June 2013
- Knoop, Henning; Gründel, Marianne; Zilliges, Yvonne
- PLoS Computational Biology, Vol. 9, Issue 6
The Metabolic Network of Synechocystis sp. PCC 6803: Systemic Properties of Autotrophic Growth
journal, July 2010
- Knoop, Henning; Zilliges, Yvonne; Lockau, Wolfgang
- Plant Physiology, Vol. 154, Issue 1
Generation Times and Modeling of Enterotoxin-Positive and Enterotoxin-Negative Strains of Clostridium perfringens in Laboratory Media and Ground Beef
journal, December 1995
- Labbe, R. G.; Huang, T. H.
- Journal of Food Protection, Vol. 58, Issue 12
Metabolic engineering of cyanobacteria for 1-butanol production from carbon dioxide
journal, July 2011
- Lan, Ethan I.; Liao, James C.
- Metabolic Engineering, Vol. 13, Issue 4
Engineering a platform for photosynthetic isoprene production in cyanobacteria, using Synechocystis as the model organism
journal, January 2010
- Lindberg, Pia; Park, Sungsoon; Melis, Anastasios
- Metabolic Engineering, Vol. 12, Issue 1, p. 70-79
Transcription Profiling of the Model Cyanobacterium Synechococcus sp. Strain PCC 7002 by Next-Gen (SOLiD™) Sequencing of cDNA
journal, January 2011
- Ludwig, Marcus; Bryant, Donald A.
- Frontiers in Microbiology, Vol. 2
Molecular sieving properties of the cytoplasm of Escherichia coli and consequences of osmotic stress: Molecule diffusion and barriers in the cytoplasm
journal, May 2010
- Mika, Jacek T.; Van Den Bogaart, Geert; Veenhoff, Liesbeth
- Molecular Microbiology, Vol. 77, Issue 1
Photo-induced electron transfer from photosystem I to NADP+: Characterization and tentative simulation of the in vivo environment
journal, September 2012
- Moal, Gwenaëlle; Lagoutte, Bernard
- Biochimica et Biophysica Acta (BBA) - Bioenergetics, Vol. 1817, Issue 9
Shifts in growth strategies reflect tradeoffs in cellular economics
journal, January 2009
- Molenaar, Douwe; van Berlo, Rogier; de Ridder, Dick
- Molecular Systems Biology, Vol. 5, Issue 1
The Growth of Bacterial Cultures
journal, October 1949
- Monod, J.
- Annual Review of Microbiology, Vol. 3, Issue 1
Mechanism of low CO 2 -induced activation of the cmp bicarbonate transporter operon by a LysR family protein in the cyanobacterium Synechococcus elongatus strain PCC 7942
journal, April 2008
- Nishimura, Takashi; Takahashi, Yukari; Yamaguchi, Osamu
- Molecular Microbiology, Vol. 68, Issue 1
Evolution of flexible non-photochemical quenching mechanisms that regulate light harvesting in oxygenic photosynthesis
journal, June 2013
- Niyogi, Krishna K.; Truong, Thuy B.
- Current Opinion in Plant Biology, Vol. 16, Issue 3
Detailing the optimality of photosynthesis in cyanobacteria through systems biology analysis
journal, January 2012
- Nogales, J.; Gudmundsson, S.; Knight, E. M.
- Proceedings of the National Academy of Sciences, Vol. 109, Issue 7
Toward systems metabolic engineering in cyanobacteria: Opportunities and bottlenecks
journal, May 2013
- Nogales, Juan; Gudmundsson, Steinn; Thiele, Ines
- Bioengineered, Vol. 4, Issue 3
Characterization of two cytochrome oxidase operons in the marine cyanobacterium Synechococcus sp. PCC 7002: Inactivation of ctaDI affects the PS I:PS II ratio
journal, January 2006
- Nomura, Christopher T.; Persson, Søren; Shen, Gaozhong
- Photosynthesis Research, Vol. 87, Issue 2
Genome‐scale models of metabolism and gene expression extend and refine growth phenotype prediction
journal, January 2013
- O'Brien, Edward J.; Lerman, Joshua A.; Chang, Roger L.
- Molecular Systems Biology, Vol. 9, Issue 1
The Bacterial Cytoplasm Has Glass-like Properties and Is Fluidized by Metabolic Activity
journal, January 2014
- Parry, Bradley R.; Surovtsev, Ivan V.; Cabeen, Matthew T.
- Cell, Vol. 156, Issue 1-2
New cell-based model of photosynthesis and photo-acclimation: accumulation and mobilisation of energy reserves in phytoplankton
journal, May 2009
- Ross, On; Geider, Rj
- Marine Ecology Progress Series, Vol. 383
Dependency on Medium and Temperature of Cell Size and Chemical Composition during Balanced Growth of Salmonella typhimurium
journal, December 1958
- Schaechter, M.; MaalOe, O.; Kjeldgaard, N. O.
- Journal of General Microbiology, Vol. 19, Issue 3
Molecular characterization of ferredoxin-NADP+ oxidoreductase in cyanobacteria: cloning and sequence of the petH gene of Synechococcus sp. PCC 7002 and studies on the gene product. [Erratum to document cited in CA116(17):168899n]
journal, June 1992
- Schluchter, Wendy M.; Bryant, Donald A.
- Biochemistry, Vol. 31, Issue 25
The Redox Potential of the Plastoquinone Pool of the Cyanobacterium Synechocystis Species Strain PCC 6803 Is under Strict Homeostatic Control
journal, April 2014
- Schuurmans, R. Milou; Schuurmans, J. Merijn; Bekker, Martijn
- Plant Physiology, Vol. 165, Issue 1
Interdependence of Cell Growth and Gene Expression: Origins and Consequences
journal, November 2010
- Scott, M.; Gunderson, C. W.; Mateescu, E. M.
- Science, Vol. 330, Issue 6007
Bacterial growth laws and their applications
journal, August 2011
- Scott, Matthew; Hwa, Terence
- Current Opinion in Biotechnology, Vol. 22, Issue 4
Why Cells are Microscopic: A Transport-Time Perspective
journal, March 2013
- Soh, Siowling; Banaszak, Michal; Kandere-Grzybowska, Kristiana
- The Journal of Physical Chemistry Letters, Vol. 4, Issue 6
Modelling cyanobacteria: from metabolism to integrative models of phototrophic growth
journal, March 2012
- Steuer, R.; Knoop, H.; Machne, R.
- Journal of Experimental Botany, Vol. 63, Issue 6
A Coarse-Grained Biophysical Model of E. coli and Its Application to Perturbation of the rRNA Operon Copy Number
journal, May 2008
- Tadmor, Arbel D.; Tlusty, Tsvi
- PLoS Computational Biology, Vol. 4, Issue 5
Sustained photosynthetic conversion of CO2 to ethylene in recombinant cyanobacterium Synechocystis 6803
journal, January 2012
- Ungerer, Justin; Tao, Ling; Davis, Mark
- Energy & Environmental Science, Vol. 5, Issue 10, p. 8998-9006
Impact of the solvent capacity constraint on E. coli metabolism
journal, January 2008
- Vazquez, Alexei; Beg, Qasim K.; deMenezes, Marcio A.
- BMC Systems Biology, Vol. 2, Issue 1
GROWTH REGULATION OF rRNA CONTENT IN PROCHLOROCOCCUS AND SYNECHOCOCCUS (MARINE CYANOBACTERIA) MEASURED BY WHOLE-CELL HYBRIDIZATION OF rRNA-TARGETED PEPTIDE NUCLEIC ACIDS1
journal, June 2003
- Worden, Alexandra Z.; Binder, Brian J.
- Journal of Phycology, Vol. 39, Issue 3
Genetically engineering Synechocystis sp. Pasteur Culture Collection 6803 for the sustainable production of the plant secondary metabolite p -coumaric acid
journal, June 2014
- Xue, Yong; Zhang, Yan; Cheng, Dan
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 26
Coordination of bacterial proteome with metabolism by cyclic AMP signalling
journal, August 2013
- You, Conghui; Okano, Hiroyuki; Hui, Sheng
- Nature, Vol. 500, Issue 7462
INCA: a computational platform for isotopically non-stationary metabolic flux analysis
journal, January 2014
- Young, J. D.
- Bioinformatics, Vol. 30, Issue 9
Mapping photoautotrophic metabolism with isotopically nonstationary 13C flux analysis
journal, November 2011
- Young, Jamey D.; Shastri, Avantika A.; Stephanopoulos, Gregory
- Metabolic Engineering, Vol. 13, Issue 6
Estimation of macromolecule concentrations and excluded volume effects for the cytoplasm of Escherichia coli
journal, December 1991
- Zimmerman, Steven B.; Trach, Stefan O.
- Journal of Molecular Biology, Vol. 222, Issue 3
A Coarse-Grained Biophysical Model of E. coli and Its Application to Perturbation of the rRNA Operon Copy Number
text, January 2010
- Tadmor, Arbel D.; Tlusty, Tsvi
- arXiv
Nutrient acquisition and limitation for the photoautotrophic growth of Synechocystis sp. PCC6803 as a renewable biomass source
journal, September 2010
- Kim, Hyun Woo; Vannela, Raveender; Zhou, Chao
- Biotechnology and Bioengineering, Vol. 108, Issue 2
Kinetics of growth and sugar consumption in yeasts
journal, September 1993
- van Dijken, Johannes P.; Weusthuis, Ruud A.; Pronk, Jack T.
- Antonie van Leeuwenhoek, Vol. 63, Issue 3-4
Characterization of two cytochrome oxidase operons in the marine cyanobacterium Synechococcus sp. PCC 7002: Inactivation of ctaDI affects the PS I:PS II ratio
journal, January 2006
- Nomura, Christopher T.; Persson, Søren; Shen, Gaozhong
- Photosynthesis Research, Vol. 87, Issue 2
Photo-induced electron transfer from photosystem I to NADP+: Characterization and tentative simulation of the in vivo environment
journal, September 2012
- Moal, Gwenaëlle; Lagoutte, Bernard
- Biochimica et Biophysica Acta (BBA) - Bioenergetics, Vol. 1817, Issue 9
Single particle analysis of thylakoid proteins from Thermosynechococcus elongatus and Synechocystis 6803: Localization of the CupA subunit of NDH-1
journal, December 2007
- Folea, I. Mihaela; Zhang, Pengpeng; Nowaczyk, Marc M.
- FEBS Letters, Vol. 582, Issue 2
Evolution of flexible non-photochemical quenching mechanisms that regulate light harvesting in oxygenic photosynthesis
journal, June 2013
- Niyogi, Krishna K.; Truong, Thuy B.
- Current Opinion in Plant Biology, Vol. 16, Issue 3
Engineering a platform for photosynthetic isoprene production in cyanobacteria, using Synechocystis as the model organism
journal, January 2010
- Lindberg, Pia; Park, Sungsoon; Melis, Anastasios
- Metabolic Engineering, Vol. 12, Issue 1, p. 70-79
Metabolic engineering of cyanobacteria for 1-butanol production from carbon dioxide
journal, July 2011
- Lan, Ethan I.; Liao, James C.
- Metabolic Engineering, Vol. 13, Issue 4
Mapping photoautotrophic metabolism with isotopically nonstationary 13C flux analysis
journal, November 2011
- Young, Jamey D.; Shastri, Avantika A.; Stephanopoulos, Gregory
- Metabolic Engineering, Vol. 13, Issue 6
Biophysical Characterization of Changes in Amounts and Activity of Escherichia coli Cell and Compartment Water and Turgor Pressure in Response to Osmotic Stress
journal, April 2000
- Scott Cayley, D.; Guttman, Harry J.; Thomas Record, M.
- Biophysical Journal, Vol. 78, Issue 4
Molecular characterization of ferredoxin-NADP+ oxidoreductase in cyanobacteria: cloning and sequence of the petH gene of Synechococcus sp. PCC 7002 and studies on the gene product. [Erratum to document cited in CA116(17):168899n]
journal, June 1992
- Schluchter, Wendy M.; Bryant, Donald A.
- Biochemistry, Vol. 31, Issue 25
Roles of Cytoplasmic Osmolytes, Water, and Crowding in the Response of Escherichia coli to Osmotic Stress: Biophysical Basis of Osmoprotection by Glycine Betaine †
journal, November 2003
- Cayley, Scott; Record, M. Thomas
- Biochemistry, Vol. 42, Issue 43
Why Cells are Microscopic: A Transport-Time Perspective
journal, March 2013
- Soh, Siowling; Banaszak, Michal; Kandere-Grzybowska, Kristiana
- The Journal of Physical Chemistry Letters, Vol. 4, Issue 6
Shifts in growth strategies reflect tradeoffs in cellular economics
journal, January 2009
- Molenaar, Douwe; van Berlo, Rogier; de Ridder, Dick
- Molecular Systems Biology, Vol. 5, Issue 1
Coordination of bacterial proteome with metabolism by cyclic AMP signalling
journal, August 2013
- You, Conghui; Okano, Hiroyuki; Hui, Sheng
- Nature, Vol. 500, Issue 7462
Reconstruction of biochemical networks in microorganisms
journal, December 2008
- Feist, Adam M.; Herrgård, Markus J.; Thiele, Ines
- Nature Reviews Microbiology, Vol. 7, Issue 2
Sustained photosynthetic conversion of CO2 to ethylene in recombinant cyanobacterium Synechocystis 6803
journal, January 2012
- Ungerer, Justin; Tao, Ling; Davis, Mark
- Energy & Environmental Science, Vol. 5, Issue 10, p. 8998-9006
Intracellular crowding defines the mode and sequence of substrate uptake by Escherichia coli and constrains its metabolic activity
journal, July 2007
- Beg, Q. K.; Vazquez, A.; Ernst, J.
- Proceedings of the National Academy of Sciences, Vol. 104, Issue 31
Metabolic efficiency and amino acid composition in the proteomes of Escherichia coli and Bacillus subtilis
journal, March 2002
- Akashi, Hiroshi; Gojobori, Takashi
- Proceedings of the National Academy of Sciences, Vol. 99, Issue 6
Dynamic control of protein diffusion within the granal thylakoid lumen
journal, November 2011
- Kirchhoff, H.; Hall, C.; Wood, M.
- Proceedings of the National Academy of Sciences, Vol. 108, Issue 50
Detailing the optimality of photosynthesis in cyanobacteria through systems biology analysis
journal, January 2012
- Nogales, J.; Gudmundsson, S.; Knight, E. M.
- Proceedings of the National Academy of Sciences, Vol. 109, Issue 7
Molecular crowding limits translation and cell growth
journal, September 2013
- Klumpp, S.; Scott, M.; Pedersen, S.
- Proceedings of the National Academy of Sciences, Vol. 110, Issue 42
Genetically engineering Synechocystis sp. Pasteur Culture Collection 6803 for the sustainable production of the plant secondary metabolite p -coumaric acid
journal, June 2014
- Xue, Yong; Zhang, Yan; Cheng, Dan
- Proceedings of the National Academy of Sciences, Vol. 111, Issue 26
INCA: a computational platform for isotopically non-stationary metabolic flux analysis
journal, January 2014
- Young, J. D.
- Bioinformatics, Vol. 30, Issue 9
Modelling cyanobacteria: from metabolism to integrative models of phototrophic growth
journal, March 2012
- Steuer, R.; Knoop, H.; Machne, R.
- Journal of Experimental Botany, Vol. 63, Issue 6
Glucosylglycerol accumulation during salt acclimation of two unicellular cyanobacteria
journal, February 1992
- Erdmann, N.; Fulda, S.; Hagemann, M.
- Journal of General Microbiology, Vol. 138, Issue 2
Dependency on Medium and Temperature of Cell Size and Chemical Composition during Balanced Growth of Salmonella typhimurium
journal, December 1958
- Schaechter, M.; MaalOe, O.; Kjeldgaard, N. O.
- Journal of General Microbiology, Vol. 19, Issue 3
Impaired glycogen synthesis causes metabolic overflow reactions and affects stress responses in the cyanobacterium Synechocystis sp. PCC 6803
journal, October 2012
- Grundel, M.; Scheunemann, R.; Lockau, W.
- Microbiology, Vol. 158, Issue Pt_12
The Metabolic Network of Synechocystis sp. PCC 6803: Systemic Properties of Autotrophic Growth
journal, July 2010
- Knoop, Henning; Zilliges, Yvonne; Lockau, Wolfgang
- Plant Physiology, Vol. 154, Issue 1
The Redox Potential of the Plastoquinone Pool of the Cyanobacterium Synechocystis Species Strain PCC 6803 Is under Strict Homeostatic Control
journal, April 2014
- Schuurmans, R. Milou; Schuurmans, J. Merijn; Bekker, Martijn
- Plant Physiology, Vol. 165, Issue 1
Mechanism of low CO 2 -induced activation of the cmp bicarbonate transporter operon by a LysR family protein in the cyanobacterium Synechococcus elongatus strain PCC 7942
journal, April 2008
- Nishimura, Takashi; Takahashi, Yukari; Yamaguchi, Osamu
- Molecular Microbiology, Vol. 68, Issue 1
Molecular biology of cyanobacterial salt acclimation
journal, January 2011
- Hagemann, Martin
- FEMS Microbiology Reviews, Vol. 35, Issue 1
Interdependence of Cell Growth and Gene Expression: Origins and Consequences
journal, November 2010
- Scott, M.; Gunderson, C. W.; Mateescu, E. M.
- Science, Vol. 330, Issue 6007
Ethanol Synthesis by Genetic Engineering in Cyanobacteria
journal, February 1999
- Deng, Ming-De; Coleman, John R.
- Applied and Environmental Microbiology, Vol. 65, Issue 2
Relationship between DNA cycle and growth rate in Synechococcus sp. strain PCC 6301.
journal, May 1990
- Binder, B. J.; Chisholm, S. W.
- Journal of Bacteriology, Vol. 172, Issue 5
The Growth of Bacterial Cultures
journal, October 1949
- Monod, J.
- Annual Review of Microbiology, Vol. 3, Issue 1
Impact of the solvent capacity constraint on E. coli metabolism
journal, January 2008
- Vazquez, Alexei; Beg, Qasim K.; deMenezes, Marcio A.
- BMC Systems Biology, Vol. 2, Issue 1
A Coarse-Grained Biophysical Model of E. coli and Its Application to Perturbation of the rRNA Operon Copy Number
journal, May 2008
- Tadmor, Arbel D.; Tlusty, Tsvi
- PLoS Computational Biology, Vol. 4, Issue 5
Flux Balance Analysis of Cyanobacterial Metabolism: The Metabolic Network of Synechocystis sp. PCC 6803
journal, June 2013
- Knoop, Henning; Gründel, Marianne; Zilliges, Yvonne
- PLoS Computational Biology, Vol. 9, Issue 6
Evolutionary Systems Biology of Amino Acid Biosynthetic Cost in Yeast
journal, August 2010
- Barton, Michael D.; Delneri, Daniela; Oliver, Stephen G.
- PLoS ONE, Vol. 5, Issue 8
Comparison of Photoacclimation in Twelve Freshwater Photoautotrophs (Chlorophyte, Bacillaryophyte, Cryptophyte and Cyanophyte) Isolated from a Natural Community
journal, March 2013
- Deblois, Charles P.; Marchand, Axelle; Juneau, Philippe
- PLoS ONE, Vol. 8, Issue 3
New cell-based model of photosynthesis and photo-acclimation: accumulation and mobilisation of energy reserves in phytoplankton
journal, May 2009
- Ross, On; Geider, Rj
- Marine Ecology Progress Series, Vol. 383
Transcription Profiling of the Model Cyanobacterium Synechococcus sp. Strain PCC 7002 by Next-Gen (SOLiD™) Sequencing of cDNA
journal, January 2011
- Ludwig, Marcus; Bryant, Donald A.
- Frontiers in Microbiology, Vol. 2
Synthetic biology of cyanobacteria: unique challenges and opportunities
journal, January 2013
- Berla, Bertram M.; Saha, Rajib; Immethun, Cheryl M.
- Frontiers in Microbiology, Vol. 4
Works referencing / citing this record:
Cellular trade-offs and optimal resource allocation during cyanobacterial diurnal growth
journal, July 2017
- Reimers, Alexandra-M.; Knoop, Henning; Bockmayr, Alexander
- Proceedings of the National Academy of Sciences, Vol. 114, Issue 31
Navigating the fitness landscape using multiallele genome editing
journal, November 2018
- Miller, Neil T.; Burnap, Robert L.
- Proceedings of the National Academy of Sciences, Vol. 115, Issue 50
Modularity speeds up motor learning by overcoming mechanical bias in musculoskeletal geometry
journal, October 2018
- Hagio, Shota; Kouzaki, Motoki
- Journal of The Royal Society Interface, Vol. 15, Issue 147
Simulated soil crust conditions in a chamber system provide new insights on cyanobacterial acclimation to desiccation: Simulation of BSC conditions and acclimation
journal, August 2015
- Raanan, Hagai; Oren, Nadav; Treves, Haim
- Environmental Microbiology, Vol. 18, Issue 2
Adjustments to Photosystem Stoichiometry and Electron Transfer Proteins Are Key to the Remarkably Fast Growth of the Cyanobacterium Synechococcus elongatus UTEX 2973
journal, February 2018
- Ungerer, Justin; Lin, Po-Cheng; Chen, Hui-Yuan
- mBio, Vol. 9, Issue 1
Initiator tRNA genes template the 3′ CCA end at high frequencies in bacteria
journal, December 2016
- Ardell, David H.; Hou, Ya-Ming
- BMC Genomics, Vol. 17, Issue 1
Optimal proteome allocation strategies for phototrophic growth in a light-limited chemostat
journal, October 2019
- Faizi, Marjan; Steuer, Ralf
- Microbial Cell Factories, Vol. 18, Issue 1
Reconstruction of a regulated two-cell metabolic model to study biohydrogen production in a diazotrophic cyanobacterium Anabaena variabilis ATCC 29413
journal, January 2020
- Malek Shahkouhi, Ali; Motamedian, Ehsan
- PLOS ONE, Vol. 15, Issue 1
Modelling microbial communities using biochemical resource allocation analysis
journal, November 2019
- Sharma, Suraj; Steuer, Ralf
- Journal of The Royal Society Interface, Vol. 16, Issue 160
Natural changes in light interact with circadian regulation at promoters to control gene expression in cyanobacteria
posted_content, September 2017
- Piechura, Joseph R.; Amarnath, Kapil; O’Shea, Erin K.
The structure of a GH149 β‐(1 → 3) glucan phosphorylase reveals a new surface oligosaccharide binding site and additional domains that are absent in the disaccharide‐specific GH94 glucose‐β‐(1 → 3)‐glucose (laminaribiose) phosphorylase
journal, June 2019
- Kuhaudomlarp, Sakonwan; Stevenson, Clare E. M.; Lawson, David M.
- Proteins: Structure, Function, and Bioinformatics, Vol. 87, Issue 10
Large-scale untargeted LC-MS metabolomics data correction using between-batch feature alignment and cluster-based within-batch signal intensity drift correction
journal, September 2016
- Brunius, Carl; Shi, Lin; Landberg, Rikard
- Metabolomics, Vol. 12, Issue 11
Metabolomics for organic food authentication: Results from a long-term field study in carrots
journal, January 2018
- Cubero-Leon, Elena; De Rudder, Olivier; Maquet, Alain
- Food Chemistry, Vol. 239
Computational metabolic engineering strategies for growth-coupled biofuel production by Synechocystis
journal, December 2016
- Shabestary, Kiyan; Hudson, Elton P.
- Metabolic Engineering Communications, Vol. 3
Status of Laboratory Biosafety and Biosecurity in Veterinary Research Facilities in Nigeria
journal, March 2017
- Odetokun, Ismail Ayoade; Jagun-Jubril, Afusat Toyin; Onoja, Bernard A.
- Safety and Health at Work, Vol. 8, Issue 1
Sequencing the exposome: A call to action
journal, January 2016
- Jones, Dean P.
- Toxicology Reports, Vol. 3
Evolutionary tradeoffs in cellular composition across diverse bacteria
journal, April 2016
- Kempes, Christopher P.; Wang, Lawrence; Amend, Jan P.
- The ISME Journal, Vol. 10, Issue 9
Nicotinamide Augments the Anti-Inflammatory Properties of Resveratrol through PARP1 Activation
journal, July 2019
- Yanez, Maria; Jhanji, Megha; Murphy, Kendall
- Scientific Reports, Vol. 9, Issue 1
microRNA editing in seed region aligns with cellular changes in hypoxic conditions
journal, June 2016
- Nigita, Giovanni; Acunzo, Mario; Romano, Giulia
- Nucleic Acids Research, Vol. 44, Issue 13
Stability of RNA duplexes containing inosine·cytosine pairs
journal, October 2018
- Wright, Daniel J.; Force, Christopher R.; Znosko, Brent M.
- Nucleic Acids Research, Vol. 46, Issue 22
Modelling microbial communities using biochemical resource allocation analysis
journal, November 2019
- Sharma, Suraj; Steuer, Ralf
- Journal of The Royal Society Interface, Vol. 16, Issue 160
Annulus fibrosus functional extrafibrillar and fibrous mechanical behaviour: experimental and computational characterisation
journal, August 2017
- Mengoni, Marlène; Kayode, Oluwasegun; Sikora, Sebastien N. F.
- Royal Society Open Science, Vol. 4, Issue 8
Programming mRNA decay to modulate synthetic circuit resource allocation
posted_content, October 2016
- Venturelli, Ophelia S.; Tei, Mika; Bauer, Stefan
- Nature Communications
Natural changes in light interact with circadian regulation at promoters to control gene expression in cyanobacteria
posted_content, September 2017
- Piechura, Joseph R.; Amarnath, Kapil; O’Shea, Erin K.
Re-epithelialization of whole porcine kidneys with renal epithelial cells
journal, January 2017
- Poornejad, Nafiseh; Buckmiller, Evan; Schaumann, Lara
- Journal of Tissue Engineering, Vol. 8
A statistical approach to detection of copy number variations in PCR-enriched targeted sequencing data
journal, October 2016
- Demidov, German; Simakova, Tamara; Vnuchkova, Julia
- BMC Bioinformatics, Vol. 17, Issue 1
BrownieAligner: accurate alignment of Illumina sequencing data to de Bruijn graphs
journal, September 2018
- Heydari, Mahdi; Miclotte, Giles; Van de Peer, Yves
- BMC Bioinformatics, Vol. 19, Issue 1
High-fidelity discrete modeling of the HPA axis: a study of regulatory plasticity in biology
journal, July 2018
- Sedghamiz, Hooman; Morris, Matthew; Craddock, Travis J. A.
- BMC Systems Biology, Vol. 12, Issue 1
Metabolic modeling and response surface analysis of an Escherichia coli strain engineered for shikimic acid production
journal, November 2018
- Martínez, Juan A.; Rodriguez, Alberto; Moreno, Fabian
- BMC Systems Biology, Vol. 12, Issue 1
Optimal proteome allocation strategies for phototrophic growth in a light-limited chemostat
journal, October 2019
- Faizi, Marjan; Steuer, Ralf
- Microbial Cell Factories, Vol. 18, Issue 1
A study on the use of strain-specific and homologous promoters for heterologous expression in industrial Saccharomyces cerevisiae strains
journal, May 2018
- de Paiva, Daniel Pereira; Rocha, Tiago Benoliel; Rubini, Marciano Regis
- AMB Express, Vol. 8, Issue 1
Quantifying the strength of quorum sensing crosstalk within microbial communities
journal, October 2017
- Silva, Kalinga Pavan T.; Chellamuthu, Prithiviraj; Boedicker, James Q.
- PLOS Computational Biology, Vol. 13, Issue 10
Synthesis and characterization of porous silicon as hydroxyapatite host matrix of biomedical applications
journal, March 2017
- Dussan, A.; Bertel, S. D.; Melo, S. F.
- PLOS ONE, Vol. 12, Issue 3
Defense-related proteins involved in sugarcane responses to biotic stress
journal, February 2017
- Souza, Thais P.; Dias, Renata O.; Silva-Filho, Marcio C.
- Genetics and Molecular Biology, Vol. 40, Issue 1 suppl 1
Synthetic biology for pharmaceutical drug discovery
journal, December 2015
- Trosset, Jean-Yves; Carbonell, Pablo
- Drug Design, Development and Therapy
Toward Multiscale Models of Cyanobacterial Growth: A Modular Approach
journal, December 2016
- Westermark, Stefanie; Steuer, Ralf
- Frontiers in Bioengineering and Biotechnology, Vol. 4
A Mechanistic Model of Macromolecular Allocation, Elemental Stoichiometry, and Growth Rate in Phytoplankton
journal, February 2020
- Inomura, Keisuke; Omta, Anne Willem; Talmy, David
- Frontiers in Microbiology, Vol. 11
A Metagenomic Advance for the Cloning and Characterization of a Cellulase from Red Rice Crop Residues
journal, June 2016
- Meneses, Carlos; Silva, Bruna; Medeiros, Betsy
- Molecules, Vol. 21, Issue 7
Industrial production, application, microbial biosynthesis and degradation of furanic compound, hydroxymethylfurfural (HMF)
journal, January 2018
- Wang, Yu; A. Brown, Caroline; Chen, Rachel
- AIMS Microbiology, Vol. 4, Issue 2