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Delbruck Prize (2022): Resource Allocation for Bacteria Growth: Laws and Mechanisms

ORAL · Invited

Abstract

Extensive quantitative experiments in the past decade have established simple empirical laws of resource allocation obeyed by exponentially growing bacteria subjected to different environmental and genetic perturbations [1-4]. Combinations of these laws, together with their kinetic extensions, have led to quantitative account of a number of long-standing phenomena in microbiology, including catabolite repression [2], diauxic shift [5], overflow metabolism [6], as well as novel phenomena involving innate response to antibiotics [7], growth-lag tradeoff [8], and just-in-time enzyme recovery kinetics [9]. In this talk, I will briefly recount how we embarked on the path of top-down phenomenological studies, exhibit the striking universality of the law of ribosome allocation across diverse bacterial lineages, and describe a recent study establishing how this law is implemented molecularly via simple regulatory processes [10, 11]. The findings provide a rare view of “dimensional reduction” by a living cell, i.e., how a cell manages to collapse the complex, high-dimensional dynamics of metabolic reactions underlying cell growth to quantitatively “perceive” the growth rate, and allocate resources in accordance to the growth rate. Overall, these studies showcase how the basic methodology of classical physics can be used to discover simple organizing principles of living systems and construct quantitative, predictive theories linking molecules to cellular behaviors. . 

Acknowledgement: I am indebted to the late Professor Sydney Kustu for introducing me to the beautify subject of bacterial physiology, and am grateful to former and current members of my group for the joint venture in quantitative physiology.

Publication: [1] M. Scott, C. W. Gunderson, E. Mateescu, Z. Zhang, T. Hwa. "Inter-dependence of Cell Growth and Gene Expression: Origins and Consequences". Science 330: 1099-1102 (2010).<br>[2] C. You, H. Okano, S. Hui, Z. Zhang, M. Kim, C.W. Gunderson, Y.P. Wang, P. Lenz, D. Yan, T. Hwa, "Coordination of bacterial proteome with metabolism by cAMP signaling", Nature 500: 301-6 (2013). <br>[3] S. Hui, J.M. Silverman, S.S. Chen, D.W. Erickson, M. Basan, J. Wang, T. Hwa, J.R. Williamson. "Quantitative proteomic analysis reveals a simple strategy of global resource allocation in bacteria", Mol. Syst. Biol. 11: 786-799 (2015).<br>[4] M. Mori, Z. Zhang, A. Banaei-Esfahani, J.B. Lalanne, H. Okano, B.C. Colins, A. Schmidt, O.T. Schubert, D.S. Lee, G.W. Li, R. Aebversold, T. Hwa, C. Ludwig. "From coarse to fine: the absolute Escherichia coli proteome under diverse growth conditions". Mol. Syst. Biol. 17: e9536 (2021).<br>[5] D.W. Erickson, S. Schink, V. Patsalo, J. R. Williamson, U. Gerland, T. Hwa. "A global resource allocation strategy governs growth transition kinetics of E. coli", Nature 551: 119-123 (2017). <br>[6] M. Basan, S. Hui, Z. Zhang, Y. Shen, J.R. Williamson, T. Hwa. "Overflow metabolism in E. coli results from efficient proteome allocation", Nature 528: 99-104 (2015).<br>[7] J.B. Deris, M. Kim, Z. Zhang, H. Okano, R. Hermsen, A. Groisman, T. Hwa. "The innate growth bistability of antibiotic resistant bacteria". Science 342: 1237435 (2013).<br>[8] M. Basan, T. Honda, D. Christodoulou, M. Hoerl, H. Okano, B.R. Taylor, J.M. Silverman, J.R. Williamson, T. Hwa, U. Sauer. "A universal tradeoff between growth and lag in fluctuating environments." Nature 584: 470-474 (2020).<br>[9] C. Wu, Z. Zhang, A. Banaei-Esfahani, H. Okano, M. Mori, R. Aebersold, C. Ludwig, T. Hwa. "Proteome reserves define the onset of enzyme recovery across biosynthesis pathways." (in preparation).<br>[10] 139. T. Hwa. "Cell behavior and control" in The Physics of Living Matter: Space, Time, and Information in Biology, Proceeding of the 27th Solvay Conference on Physics. D.J. Gross, A. Sevrin, B. Shraiman, Eds. (World Scientific, 2020).<br>[11] C. Wu, R. Balakrishnan, M. Mori, G. Manzanarez, Z. Zhang, T. Hwa. "Cellular perception of growth rate and the mechanistic origin of bacterial growth laws." bioRxiv 2021.10.16.464649.

Presenters

  • Terence T Hwa

    University of California, San Diego, UCSD

Authors

  • Terence T Hwa

    University of California, San Diego, UCSD