The DOI matches its Crossref record; 10 of the 10 references it cites were found in a registry or an index.
Sustained enzymatic activity and flow in crowded protein droplets
Open accessPublished version of a preprint
Abstract
Living cells harvest energy from their environments to drive the chemical processes that enable life. We introduce a minimal system that operates at similar protein concentrations, metabolic densities, and length scales as living cells. This approach takes advantage of the tendency of phase-separated protein droplets to strongly partition enzymes, while presenting minimal barriers to transport of small molecules across their interface. By dispersing these microreactors in a reservoir of substrate-loaded buffer, we achieve steady states at metabolic densities that match those of the hungriest microorganisms. We further demonstrate the formation of steady pH gradients, capable of driving microscopic flows. Our approach enables the investigation of the function of diverse enzymes in environments that mimic cytoplasm, and provides a flexible platform for studying the collective behavior of matter driven far from equilibrium.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Ror2 signaling regulates Golgi structure and transport through IFT20 for tumor invasiveness
Nishita, M., Park, S.-Y., Nishio, T., Kamizaki, K., Wang, Z., Tamada, K., Takumi, T., Hashimoto, R., Otani, H., Pazour, G. J., et al. (2017) · Scientific Reports · doi:10.1038/s41598-016-0028-x · Cited by 15,947
Double-slit photoelectron interference in strong-field ionization of the neon dimer
Kunitski, M., Eicke, N., Huber, P., Köhler, J., Zeller, S., Voigtsberger, J., Schlott, N., Henrichs, K., Sann, H., Trinter, F., et al. (2019) · Nature Communications · doi:10.1038/s41467-018-07882-8 · Cited by 8,162
Macromolecular crowding: obvious but underappreciated
Ellis, R. J. (2001) · Trends in Biochemical Sciences · doi:10.1016/s0968-0004(01)01938-7 · Cited by 2,309
Minton, A. P. (2001) · Journal of Biological Chemistry · doi:10.1074/jbc.r100005200 · Cited by 1,474
Zimmerman, S. B., & Trach, S. O. (1991) · Journal of Molecular Biology · doi:10.1016/0022-2836(91)90499-v · Cited by 1,337
Lu, P., Vogel, C., Wang, R., Yao, X., & Marcotte, E. M. (2007) · Nature Biotechnology · doi:10.1038/nbt1270 · Cited by 1,139
Milo, R. (2013) · BioEssays · doi:10.1002/bies.201300066 · Cited by 614
Martin, W. F., Sousa, F. L., & Lane, N. (2014) · Science · doi:10.1126/science.1251653 · Cited by 160
Escherichia coli achieves faster growth by increasing catalytic and translation rates of proteins
Valgepea, K., Adamberg, K., Seiman, A., & Vilu, R. (2013) · Molecular BioSystems · doi:10.1039/c3mb70119k · Cited by 145
Membraneless polyester microdroplets as primordial compartments at the origins of life
Jia, T. Z., Chandru, K., Hongo, Y., Afrin, R., Usui, T., Myojo, K., & Cleaves, H. J. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1902336116 · Cited by 132
Flagged first, then by citations
Research works printed but not linked: 77
- Van Den Berg, J., Boersma, A. J. & Poolman, B. Microorganisms maintain crowding homeostasis. Nat. Rev. Microbiol. 15, 309–318 (2017). · DOI
- Boersma, A. J., Zuhorn, I. S. & Poolman, B. A sensor for quantification of macromolecular crowding in living cells. Nat. methods 12, 227–229 (2015). · DOI
- Konopka, M. C. et al. Cytoplasmic protein mobility in osmotically stressed escherichia coli. J. Bacteriol. 191, 231–237 (2009). · DOI
- Cayley, S. & Record Jr, M. T. Large changes in cytoplasmic biopolymer concentration with osmolality indicate that macromolecular crowding may regulate protein–dna interactions and growth rate in osmotically stressed escherichia coli k-12. J. Mol. Recognit. 17, 488–496 (2004). · DOI
- Li, G.-W., Burkhardt, D., Gross, C. & Weissman, J. S. Quantifying absolute protein synthesis rates reveals principles underlying allocation of cellular resources. Cell 157, 624–635 (2014). · DOI
- Arike, L. et al. Comparison and applications of label-free absolute proteome quantification methods on escherichia coli. J. Proteom. 75, 5437–5448 (2012). · DOI
- Zhou, H.-X., Rivas, G. & Minton, A. P. Macromolecular crowding and confinement: biochemical, biophysical, and potential physiological consequences. Annu. Rev. Biophys. 37, 375–397 (2008). · DOI
- Aumiller Jr, W. M., Davis, B. W., Hatzakis, E. & Keating, C. D. Interactions of macromolecular crowding agents and cosolutes with small-molecule substrates: effect on horseradish peroxidase activity with two different substrates. J. Phys. Chem. B 118, 10624–10632 (2014). · DOI
- Banani, S. F., Lee, H. O., Hyman, A. A. & Rosen, M. K. Biomolecular condensates: organizers of cellular biochemistry. Nat. Rev. Mol. Cell Biol. 18, 285–298 (2017). · DOI
- Boehning, M. et al. Rna polymerase ii clustering through carboxy-terminal domain phase separation. Nat. Struct. Mol. Biol. 25, 833–840 (2018). · DOI
- Altenburg, W. J. et al. Programmed spatial organization of biomacromolecules into discrete, coacervate-based protocells. Nat. Commun. 11, 1–10 (2020). · DOI
- Boeynaems, S. et al. Protein phase separation: a new phase in cell biology. Trends Cell Biol. 28, 420–435 (2018). · DOI
- Hyman, A. A., Weber, C. A. & Jülicher, F. Liquid-liquid phase separation in biology. Annu. Rev. Cell Dev. Biol. 30, 39–58 (2014). · DOI · Paper page
- Brangwynne, C. P. et al. Germline p granules are liquid droplets that localize by controlled dissolution/condensation. Science 324, 1729–1732 (2009). · DOI
- Feric, M. et al. Coexisting liquid phases underlie nucleolar subcompartments. Cell 165, 1686–1697 (2016). · DOI
- Boeynaems, S. et al. Spontaneous driving forces give rise to protein- rna condensates with coexisting phases and complex material properties. Proc. Natl Acad. Sci. USA 116, 7889–7898 (2019). · DOI
- McCall, P. M. et al. Partitioning and enhanced self-assembly of actin in polypeptide coacervates. Biophys. J. 114, 1636–1645 (2018). · DOI
- Faltova, L., Küffner, A. M., Hondele, M., Weis, K. & Arosio, P. Multifunctional protein materials and microreactors using low complexity domains as molecular adhesives. ACS Nano 12, 9991–9999 (2018). · DOI
- Poudyal, R. R. et al. Template-directed rna polymerization and enhanced ribozyme catalysis inside membraneless compartments formed by coacervates. Nat. Commun. 10, 1–13 (2019). · DOI
- Karoui, H., Seck, M. J. & Martin, N. Self-programmed enzyme phase separation and multiphase coacervate droplet organization. Chem. Sci. 12, 2794–2802 (2021). · DOI
- Aumiller, W. M. & Keating, C. D. Phosphorylation-mediated rna/peptide complex coacervation as a model for intracellular liquid organelles. Nat. Chem. 8, 129–137 (2016). · DOI
- Nakashima, K. K., Baaij, J. F. & Spruijt, E. Reversible generation of coacervate droplets in an enzymatic network. Soft Matter 14, 361–367 (2018). · DOI · Paper page
- Deshpande, S. et al. Spatiotemporal control of coacervate formation within liposomes. Nat. Commun. 10, 1–11 (2019). · DOI
- Donau, C. et al. Active coacervate droplets as a model for membraneless organelles and protocells. Nat. Commun. 11, 1–10 (2020). · DOI · Paper page
- Lim, Z. W., Ping, Y. & Miserez, A. Glucose-responsive peptide coacervates with high encapsulation efficiency for controlled release of insulin. Bioconjugate Chem. 29, 2176–2180 (2018). · DOI
- Johansson, G. Aqueous two-phase systems with a liquid protein (bovine serum albumin) phase for partitioning of enzymes. J. Chromatogr. B: Biomed. Sci. Appl. 680, 123–130 (1996). · DOI
- Dufresne, E. R. Active materials: Biological benchmarks and transport limitations. Preprint at arXiv: 1903.09584 (2019). · arXiv
- Golestanian, R. Enhanced diffusion of enzymes that catalyze exothermic reactions. Phys. Rev. Lett. 115, 108102 (2015). · DOI
- Milo, R. & Phillips, R. Cell Biology by the Numbers (Garland Science, 2015). · DOI
- Goodsell, D. S. Inside a living cell. Trends Biochem. Sci. 16, 203–206 (1991). · DOI
- Nishizawa, K. et al. Universal glass-forming behavior of in vitro and living cytoplasm. Sci. Rep. 7, 1–12 (2017). · DOI
- Guo, M. et al. Probing the stochastic, motor-driven properties of the cytoplasm using force spectrum microscopy. Cell 158, 822–832 (2014). · DOI
- Gay, R. J., McComb, R. B. & Bowers Jr, G. N. Optimum reaction conditions for human lactate dehydrogenase isoenzymes as they affect total lactate dehydrogenase activity. Clin. Chem. 14, 740–753 (1968). · DOI
- Jackson, E., López-Gallego, F., Guisan, J. & Betancor, L. Enhanced stability of l-lactate dehydrogenase through immobilization engineering. Process Biochem. 51, 1248–1255 (2016). · DOI
- Eggert, M. W., Byrne, M. E. & Chambers, R. P. Impact of high pyruvate concentration on kinetics of rabbit muscle lactate dehydrogenase. Appl. Biochem. Biotechnol. 165, 676–686 (2011). · DOI
- Stambaugh, R. & Post, D. Substrate and product inhibition of rabbit muscle lactic dehydrogenase heart (h4) and muscle (m4) isozymes. J. Biol. Chem. 241, 1462–1467 (1966). · DOI
- Makarieva, A. M. et al. Mean mass-specific metabolic rates are strikingly similar across life’s major domains: evidence for life’s metabolic optimum. Proc. Natl Acad. Sci. USA 105, 16994–16999 (2008). · DOI
- Kappaun, K., Piovesan, A. R., Carlini, C. R. & Ligabue-Braun, R. Ureases: historical aspects, catalytic, and non-catalytic properties–a review. J. Adv. Res. 13, 3–17 (2018). · DOI
- Riedel, C. et al. The heat released during catalytic turnover enhances the diffusion of an enzyme. Nature 517, 227–230 (2015). · DOI
- Stein, D. B., De Canio, G., Lauga, E., Shelley, M. J. & Goldstein, R. E. Swirling instability of the microtubule cytoskeleton. Phys. Rev. Lett. 126, 028103 (2021). · DOI
- Scriven, L. & Sternling, C. The marangoni effects. Nature 187, 186–188 (1960). · DOI
- Bonthuis, D. J. & Golestanian, R. Mechanosensitive channel activation by diffusio-osmotic force. Phys. Rev. Lett. 113, 148101 (2014). · DOI
- Ramm, B. et al. A diffusiophoretic mechanism for atp-driven transport without motor proteins. Nat. Phys. https://doi.org/10.1038/s41567-021-01213-3 (2021). · DOI
- Golestanian, R. Phoretic active matter.Preprint at arXiv http://arxiv.org/abs/1909.03747 (2019). · arXiv
- Ijavi, M. et al. Surface tensiometry of phase separated protein and polymer droplets by the sessile drop method. Soft Matter 17, 1655–1662 (2021). · DOI
- Lane, N. Proton gradients at the origin of life. BioEssays 39, 1600217 (2017). · DOI · Paper page
- Bonfio, C. et al. Prebiotic iron–sulfur peptide catalysts generate a ph gradient across model membranes of late protocells. Nat. Catal. 1, 616–623 (2018). · DOI
- Goldstein, R. E. & van de Meent, J.-W. A physical perspective on cytoplasmic streaming. Interface Focus 5, 20150030 (2015). · DOI
- Shimmen, T. & Yokota, E. Cytoplasmic streaming in plants. Curr. Opin. Cell Biol. 16, 68–72 (2004). · DOI
- Luby-Phelps, K. Cytoarchitecture and physical properties of cytoplasm: volume, viscosity, diffusion, intracellular surface area. Int. Rev. Cytol. 192, 189–221 (1999). · DOI
- Zhou, H.-X. Protein folding in confined and crowded environments. Arch. Biochem. Biophys. 469, 76–82 (2008). · DOI
- Minton, A. P. Influence of macromolecular crowding upon the stability and state of association of proteins: predictions and observations. J. Pharm. Sci. 94, 1668–1675 (2005). · DOI
- Zecchin, A., Stapor, P. C., Goveia, J. & Carmeliet, P. Metabolic pathway compartmentalization: an underappreciated opportunity? Curr. Opin. Biotechnol. 34, 73–81 (2015). · DOI
- Chen, A. H. & Silver, P. A. Designing biological compartmentalization. Trends Cell Biol. 22, 662–670 (2012). · DOI
- Heinig, U., Gutensohn, M., Dudareva, N. & Aharoni, A. The challenges of cellular compartmentalization in plant metabolic engineering. Curr. Opin. Biotechnol. 24, 239–246 (2013). · DOI
- Tu, B. P., Kudlicki, A., Rowicka, M. & McKnight, S. L. Logic of the yeast metabolic cycle: temporal compartmentalization of cellular processes. Science 310, 1152–1158 (2005). · DOI
- Schmid-Dannert, C. & López-Gallego, F. Advances and opportunities for the design of self-sufficient and spatially organized cell-free biocatalytic systems. Curr. Opin. Chem. Biol. 49, 97–104 (2019). · DOI
- Sengupta, S. et al. Enzyme molecules as nanomotors. J. Am. Chem. Soc. 135, 1406–1414 (2013). · DOI
- Jee, A.-Y., Dutta, S., Cho, Y.-K., Tlusty, T. & Granick, S. Enzyme leaps fuel antichemotaxis. Proc. Natl Acad. Sci. USA 115, 14–18 (2018). · DOI
- Agudo-Canalejo, J., Illien, P. & Golestanian, R. Phoresis and enhanced diffusion compete in enzyme chemotaxis. Nano Lett. 18, 2711–2717 (2018). · DOI
- Golestanian, R. Division for multiplication. Nat. Phys. 13, 323–324 (2016). · DOI
- Zwicker, D., Seyboldt, R., Weber, C. A., Hyman, A. A. & Jülicher, F. Growth and division of active droplets provides a model for protocells. Nat. Phys. 13, 408–413 (2017). · DOI
- Szostak, J. W., Bartel, D. P. & Luisi, P. L. Synthesizing life. Nature 409, 387–390 (2001). · DOI · Paper page
- Dzieciol, A. J. & Mann, S. Designs for life: protocell models in the laboratory. Chem. Soc. Rev. 41, 79–85 (2012). · DOI
- Tang, T. D. et al. Fatty acid membrane assembly on coacervate microdroplets as a step towards a hybrid protocell model. Nat. Chem. 6, 527 (2014). · DOI · Paper page
- Poudyal, R. R., Pir Cakmak, F., Keating, C. D. & Bevilacqua, P. C. Physical principles and extant biology reveal roles for rna-containing membraneless compartments in origins of life chemistry. Biochemistry 57, 2509–2519 (2018). · DOI
- Qiao, Y., Li, M., Booth, R. & Mann, S. Predatory behaviour in synthetic protocell communities. Nat. Chem. 9, 110–119 (2017). · DOI
- Kumar, B. P., Patil, A. J. & Mann, S. Enzyme-powered motility in buoyant organoclay/dna protocells. Nat. Chem. 10, 1154–1163 (2018). · DOI
- Joesaar, A. et al. Dna-based communication in populations of synthetic protocells. Nat. Nanotechnol. 14, 369–378 (2019). · DOI
- Gobbo, P. et al. Programmed assembly of synthetic protocells into thermoresponsive prototissues. Nat. Mater. 17, 1145–1153 (2018). · DOI
- Booth, R., Qiao, Y., Li, M. & Mann, S. Spatial positioning and chemical coupling in coacervate-in-proteinosome protocells. Angew. Chem. 131, 9218–9222 (2019). · DOI
- Lu, T. & Spruijt, E. Multiphase complex coacervate droplets. J. Am. Chem. Soc. 142, 2905–2914 (2020). · DOI
- Sokolova, E. et al. Enhanced transcription rates in membrane-free protocells formed by coacervation of cell lysate. Proc. Natl Acad. Sci. USA 110, 11692–11697 (2013). · DOI
- Spaeth, F. et al. Molecular design of chemically fueled peptide–polyelectrolyte coacervate-based assemblies. J. Am. Chem. Soc. 143, 4782–4789 (2021). · DOI
- Alvares, R. D., Hasabnis, A., Prosser, R. S. & Macdonald, P. M. Quantitative detection of pegylated biomacromolecules in biological fluids by nmr. Anal. Chem. 88, 3730–3738 (2016). · DOI
- Copeland, R. A. Enzymes: A Practical Introduction to Structure, Mechanism, and Data Analysis (John Wiley & Sons, 2000). · DOI
- Johnson, K. A. & Goody, R. S. The original michaelis constant: translation of the 1913 michaelis–menten paper. Biochemistry 50, 8264–8269 (2011). · DOI
Metadata
- Authors
- Testa, A., Dindo, M., Rebane, A. A., Nasouri, B., Style, R. W., Golestanian, R., Dufresne, E. R., & Laurino, P.
- Affiliations
- ETH Zurich (CH)
- Okinawa Institute of Science and Technology Graduate University (JP)
- Max Planck Institute for Dynamics and Self-Organization (DE)
- University of Oxford (GB)
- Corresponding author
- Dufresne, Eric R.
- Laurino, Paola
- ORCID
- Venue
- Nature Communications
- Published
- 2021-11-01
- Volume
- 12
- Issue
- 1
- Pages
- 6293-6293
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC8560906
- OpenAlex
- W3210793832
- Cited by
- 144
- References
- 10
- Citations by year
- 2026: 27 · 2025: 39 · 2024: 42 · 2023: 25 · 2022: 11
- FWCI
- 10.48
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nature Communications (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Institutional Repositories DataBase (IRDB) (submittedVersion, cc-by-nc-nd)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Okinawa Institute of Science and Technology Graduate University (Okinawa Institute of Science and Technology Graduate University) (submittedVersion, cc-by-nc-nd)
- Repository for Publications and Research Data (ETH Zurich) (submittedVersion, cc-by)
- ETH Zürich Research Collection (cc-by)
- Funders
- Okinawa Institute of Science and Technology Graduate University
- Topics
- Physical Sciences › Physics and Astronomy › Astronomy and Astrophysics › Origins and Evolution of Life
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
- Physical Sciences › Chemical Engineering › Fluid Flow and Transfer Processes › Innovative Microfluidic and Catalytic Techniques Innovation
- Keywords
- protein droplets, phase separation, enzyme activity, enzyme partitioning, substrate transport, pH gradient, microfluidic flow, far-from-equilibrium systems
- MeSH terms
- Catalysis, Humans, Hydro-Lyases, Models, Biological, Urease, Nanoparticles, Artificial Cells
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review