Abstract
This paper analyzes a mathematical model of the photosynthetic carbon metabolism, which incorporates not only the Calvin-Benson cycle, but also another two important metabolic pathways: starch synthesis and photorespiratory pathway. Theoretically, the paper shows the existence of steady states, stability and instability of the steady states, the effects of CO 2 concentration on steady states. Especially, a critical point is found, the system has only one steady state with CO 2 concentration in the left neighborhood of the critical point, but has two with CO 2 concentration in the right neighborhood. In addition, the paper also explores the influence of CO 2 concentration on the efficiency of photosynthesis. These theoretical results not only provide insight to the kinetic behaviors of the photosynthetic carbon metabolism, but also can be used to help improving the efficiency of photosynthesis in plants.
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References
Arnold, A., Nikoloski, Z. A quantitative comparison of calvin–benson cycle models. Trends in Plant Science, 16(12): 676–683 (2011)
Bassham, J., Krause, G. Free energy changes and metabolic regulation in steady-state photosynthetic carbon reduction. Biochimica et Biophysica Acta (BBA)-Bioenergetics, 189(2): 207–221 (1969)
Braun, M. Differential equations and their applications: An introduction to applied mathematics, Vol.15. Springer, 1993
Dietz, K.J., Heber, U. Rate-limiting factors in leaf photosynthesis. I. carbon fluxes in the calvin cycle. Biochimica et Biophysica Acta (BBA)-Bioenergetics, 767(3): 432–443 (1984)
Farquhar, G., Von Caemmerer, S., Berry, J. A biochemical model of photosynthetic co2 assimilation in leaves of c3 species. Planta, 149(1): 78–90 (1980)
Gibson, K., Park, J.S., Nagai, Y., Hwang, S.K., Cho., Y.C., Roh., K.H., Lee, S.M., Kim, D.H., Choi, S.B., Ito., H., et al. Exploiting leaf starch synthesis as a transient sink to elevate photosynthesis, plant productivity and yields. Plant Science, 181(3): 275–281 (2011)
Grimbs, S., Arnold, A., Koseska, A., Kurths, J., Selbig, J., Nikoloski, Z. Spatiotemporal dynamics of the calvin cycle: Multistationarity and symmetry breaking instabilities. BioSystems, 103(2): 212–223 (2011)
Hall, D.O., Rao, K.K. Photosynthesis. Cambridge University Press, 1999
Harris, G.C., Königer, M. The ‘high’ concentrations of enzymes within the chloroplast. Photosynthesis research, 54(1): 5–23 (1997)
Houghton, J.T. Climate change 1995: The science of climate change: contribution of working group I to the second assessment report of the Intergovernmental Panel on Climate Change, Vol.2. Cambridge University Press, 1996
Ke, B. Photosynthesis photobiochemistry and photobiophysics, Vol. 10. Springer, 2001
Leegood, R.C., Sharkey, T.D., Von Caemmerer, S. Photosynthesis: physiology and metabolism, Vol.9., Springer, 2000
Lefebvre, S., Lawson, T., Fryer, M., Zakhleniuk, O.V., Lloyd, J.C., Raines, C.A. Increased sedoheptulose-1, 7-bisphosphatase activity in transgenic tobacco plants stimulates photosynthesis and growth from an early stage in development. Plant Physiology, 138(1): 451–460 (2005)
Lei, H.B., Wang, X., Wang, R., Zhu, X.G., Chen, L., Zhang, J.F. A parameter condition for ruling out multiple equilibria of the photosynthetic carbon metabolism. Asian Journal of Control, 13(5): 611–624 (2011)
Long, S., Farage, P., Garcia, R. Measurement of leaf and canopy photosynthetic co2 exchange in the field. Journal of Experimental Botany, 47(11): 1629–1642 (1996)
Pettersson, G., Ryde-Pettersson, U. A mathematical model of the calvin photosynthesis cycle. European Journal of Biochemistry, 175(3): 661–672 (1988)
Poolman, M.G., Ölçer, H., Lloyd, J.C., Raines, C.A., Fell, D.A. Computer modelling and experimental evidence for two steady states in the photosynthetic calvin cycle. European Journal of Biochemistry, 268(10): 2810–2816 (2001)
Segel, I.H. Enzyme kinetics. Wiley New York, 1993
Sharkey, T.D. Advances in photosynthesis and respiration. Photosynthesis research, 111(3): 327–329 (2012)
Tyson, J.J., Chen, K., Novak, B. Network dynamics and cell physiology. Nature Reviews Molecular Cell Biology, 2(12): 908–916 (2001)
Tyson, J.J., Chen, K.C., Novak, B. Sniffers, buzzers, toggles and blinkers: dynamics of regulatory and signaling pathways in the cell. Current opinion in cell biology, 15(2): 221–231 (2003)
Von Caemmerer, S. Biochemical Models of Leaf Photosynthesis. Number 2. CSIRO publishing, 2000
Weber, A.P., von Caemmerer, S. Plastid transport and metabolism of c3 and c4 plants comparative analysis and possible biotechnological exploitation. Current Opinion in Plant Biology, 13(3): 256–264 (2010)
Zhu, X.G., Alba, R., de Sturler, E. A simple model of the calvin cycle has only one physiologically feasible steady state under the same external conditions. Nonlinear Analysis: Real World Applications, 10(3): 1490–1499 (2009)
Zhu, X.G., de Sturler, E., Long, S.P. Optimizing the distribution of resources between enzymes of carbon metabolism can dramatically increase photosynthetic rate: a numerical simulation using an evolutionary algorithm. Plant Physiology, 145(2): 513–526 (2007)
Zhu, X.G., Portis, A., Long, S. Would transformation of c3 crop plants with foreign rubisco increase productivity? a computational analysis extrapolating from kinetic properties to canopy photosynthesis. Plant, Cell & Environment, 27(2): 155–165 (2004)
Zhu, X.G., Wang, Y., Ort, D.R., Long, S.P. e-photosynthesis: a comprehensive dynamic mechanistic model of c3 photosynthesis: from light capture to sucrose synthesis. Plant, cell and environment, 2012
Zwolak, J.W., Tyson, J.J., Watson, L.T. Finding all steady state solutions of chemical kinetic models. Nonlinear Analysis: Real World Applications, 5(5): 801–814 (2004)
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Supported by the National Natural Science Foundation of China (No. 11071238) and the Key Lab of Random Complex Structures and Data Science, CAS (No.2008DP173182) and the National Center for Mathematics and interdisciplinary Sciences, CAS (N0.Y029184K51).
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Zhou, Jl., Zheng, Zh. & Zhu, Xg. A mathematical model of the photosynthetic carbon metabolism has multiple steady states under the same parameter conditions. Acta Math. Appl. Sin. Engl. Ser. 32, 591–604 (2016). https://doi.org/10.1007/s10255-016-0563-z
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DOI: https://doi.org/10.1007/s10255-016-0563-z