Intracellular crowding defines the mode and sequence of substrate uptake by Escherichia coli and constrains its metabolic activity

被引:286
作者
Beg, Q. K.
Vazquez, A.
Ernst, J.
de Menezes, M. A.
Bar-Joseph, Z.
Barabasi, A.-L.
Oltvai, Z. N.
机构
[1] Inst Adv Study, Simons Ctr Syst Biol, Princeton, NJ 08540 USA
[2] Univ Pittsburgh, Dept Pathol, Pittsburgh, PA 15261 USA
[3] Carnegie Mellon Univ, Machine Learning Dept, Pittsburgh, PA 15217 USA
[4] Univ Fed Fluminense, Inst Fis, BR-24210 Rio De Janeiro, Brazil
[5] Univ Notre Dame, Dept Phys, Notre Dame, IN 46556 USA
[6] Univ Notre Dame, Ctr Complex Networks Res, Notre Dame, IN 46556 USA
关键词
flux balance analysis; metabolic networks; systems biology;
D O I
10.1073/pnas.0609845104
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The influence of the high intracellular concentration of macromolecules on cell physiology is increasingly appreciated, but its impact on system-level cellular functions remains poorly quantified. To assess its potential effect, here we develop a flux balance model of Escherichia coli cell metabolism that takes into account a systems-level constraint for the concentration of enzymes catalyzing the various metabolic reactions in the crowded cytoplasm. We demonstrate that the model's predictions for the relative maximum growth rate of wild-type and mutant E. coli cells in single substrate-limited media, and the sequence and mode of substrate uptake and utilization from a complex medium are in good agreement with subsequent experimental observations. These results suggest that molecular crowding represents a bound on the achievable functional states of a metabolic network, and they indicate that models incorporating this constraint can systematically identify alterations in cellular metabolism activated in response to environmental change.
引用
收藏
页码:12663 / 12668
页数:6
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