ArticleBMC biology2021
Measuring and modeling energy and power consumption in living microbial cells with a synthetic ATP reporter.
Article in BMC biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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Who cites it
41 citing papers in PubMed, 78 citations in OpenAlex.
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- Energetic gradients emerge in developing motor-microtubule structures.bioRxiv : the preprint server for biology · 2026Article
- Microbial Growth Curve Framework Provides Insights for Controlling Opportunistic Pathogens in Building Plumbing.ACS ES&T water · 2026Article
- Environmental cues shape extracellular vesicles biogenesis and function in Streptococcus pneumoniae.BMC microbiology · 2026Article
- Stochastic motility energetics reveals cooperative bacterial swarming in optical tweezers.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Biomanufacturing Potential of Streamlined Cells.Biotechnology and bioengineering · 2025Article
- Subsurface Life on Earth as a Key to Unlock Extraterrestrial Mysteries.Microbial biotechnology · 2025Review
- Stress changes the material state of a bacterial biomolecular condensate and shifts its function from mRNA decay to storage.Nature communications · 2025Article
- Changes in macromolecular content and AOX activity of Ustilago maydis: from exponential to stationary phase.Archives of microbiology · 2025Article
- A CRISPR-Cas9 system for knock-out and knock-in of high molecular weight DNA enables module-swapping of the pikromycin synthase in its native host.Microbial cell factories · 2025Article
- The Unified Theory of Neurodegeneration Pathogenesis Based on Axon Deamidation.International journal of molecular sciences · 2025Review
- Growth-coupled continuous directed evolution by MutaT7 enables efficient and automated enzyme engineering.Applied and environmental microbiology · 2025Article
- Rhodamine6G and Hœchst33342 narrow BmrA conformational spectrum for a more efficient use of ATP.Nature communications · 2025Article
- Life sets off a cascade of machines.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Evaluating phage lytic activity: from plaque assays to single-cell technologies.Frontiers in microbiology · 2025Review
- An outmoded in vitro-inferred mechanism for chaperonin-accelerated protein refolding is confirmed in cells by cryo-electron tomography.Cell stress & chaperones · 2024Article
- Improved Sensitivity of a Taste Sensor Composed of Trimellitic Acids for Sweetness.Molecules (Basel, Switzerland) · 2024Article
- Energy Aware Technology Mapping of Genetic Logic Circuits.ACS synthetic biology · 2024Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
backgroundAdenosine triphosphate (ATP) is the main energy carrier in living organisms, critical for metabolism and essential physiological processes. In humans, abnormal regulation of energy levels (ATP concentration) and power consumption (ATP consumption flux) in cells is associated with numerous diseases from cancer, to viral infection and immune dysfunction, while in microbes it influences their responses to drugs and other stresses. The measurement and modeling of ATP dynamics in cells is therefore a critical component in understanding fundamental physiology and its role in pathology. Despite the importance of ATP, our current understanding of energy dynamics and homeostasis in living cells has been limited by the lack of easy-to-use ATP sensors and the lack of models that enable accurate estimates of energy and power consumption related to these ATP dynamics. Here we describe a dynamic model and an ATP reporter that tracks ATP in E. coli over different growth phases.
resultsThe reporter is made by fusing an ATP-sensing rrnB P1 promoter with a fast-folding and fast-degrading GFP. Good correlations between reporter GFP and cellular ATP were obtained in E. coli growing in both minimal and rich media and in various strains. The ATP reporter can reliably monitor bacterial ATP dynamics in response to nutrient availability. Fitting the dynamics of experimental data corresponding to cell growth, glucose, acetate, dissolved oxygen, and ATP yielded a mathematical and circuit model. This model can accurately predict cellular energy and power consumption under various conditions. We found that cellular power consumption varies significantly from approximately 0.8 and 0.2 million ATP/s for a tested strain during lag and stationary phases to 6.4 million ATP/s during exponential phase, indicating ~ 8-30-fold changes of metabolic rates among different growth phases. Bacteria turn over their cellular ATP pool a few times per second during the exponential phase and slow this rate by ~ 2-5-fold in lag and stationary phases.
conclusionOur rrnB P1-GFP reporter and kinetic circuit model provide a fast and simple way to monitor and predict energy and power consumption dynamics in bacterial cells, which can impact fundamental scientific studies and applied medical treatments in the future.
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