Cited by 462RNA Research and SplicingProtein Structure and DynamicsRNA and protein synthesis mechanisms

Mapping Local and Global Liquid Phase Behavior in Living Cells Using Photo-Oligomerizable Seeds

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Bracha, Dan, Walls, Mackenzie T., Wei, Ming-Tzo, Zhu, Lian, Kurian, Martin, Avalos, José L., Toettcher, Jared E., Brangwynne, Clifford P.·2018·Cell

Published version of a preprint

Abstract

Liquid-liquid phase separation plays a key role in the assembly of diverse intracellular structures. However, the biophysical principles by which phase separation can be precisely localized within subregions of the cell are still largely unclear, particularly for low-abundance proteins. Here, we introduce an oligomerizing biomimetic system, "Corelets," and utilize its rapid and quantitative light-controlled tunability to map full intracellular phase diagrams, which dictate the concentrations at which phase separation occurs and the transition mechanism, in a protein sequence dependent manner. Surprisingly, both experiments and simulations show that while intracellular concentrations may be insufficient for global phase separation, sequestering protein ligands to slowly diffusing nucleation centers can move the cell into a different region of the phase diagram, resulting in localized phase separation. This diffusive capture mechanism liberates the cell from the constraints of global protein abundance and is likely exploited to pattern condensates associated with diverse biological processes. VIDEO ABSTRACT.

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Crossref · 10.1016/j.cell.2018.10.048

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  • The enzymatic reaction is fast enough to overcome passive coarsening and slow enough to avoid spinodal decomposition.

    “We can thus ensure that the reaction is fast enough to overcome passive coarsening and slow enough to avoid spinodal decomposition19,20.”

    From Active coacervate droplets are protocells that grow and resist Ostwald ripening (2021) · cites this paper as [20]

    The Results section on FUSN Corelet phase diagrams describes coarsening and spinodal decomposition under different concentration conditions, but does not link either to an enzymatic reaction rate. Searches for reaction-rate constraints and passive coarsening found no passage establishing the claimed fast-enough and slow-enough bounds. The indexed passages provide no page numbers. (LLM, conf=0.74)

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Research works printed but not linked: 44

  1. Aoki ST, Crittenden SL, Lynch TR, Bingman CA, Wickens M, and Kimble J (2018). Nematode germ granule assembly is linked to mRNA repression. BioRxiv.
  2. Asherie N (2004). Protein crystallization and phase diagrams. Methods 34, 266– 272. 15325646
  3. Banani SF, Lee HO, Hyman AA, and Rosen MK (2017). Biomolecular condensates: Organizers of cellular biochemistry. Nat. Rev. Mol. Cell Biol 18, 285– 298. 28225081 PMC7434221
  4. Bellapadrona G, and Elbaum M (2014). Supramolecular protein assemblies in the nucleus of human cells. Angew. Chemie - Int. Ed 53, 1534– 1537. 24453074
  5. Berry J, Weber SC, Vaidya N, Haataja M, and Brangwynne CP (2015). RNA transcription modulates phase transition-driven nuclear body assembly. Proc. Natl. Acad. Sci. U. S. A 112, E5237– 45. 26351690 PMC4586886
  6. Berry J, Brangwynne CP, and Haataja M (2018). Physical principles of intracellular organization via active and passive phase transitions. Reports Prog. Phys 81. 29313527
  7. Brangwynne CP, Eckmann CR, Courson DS, Rybarska A, Hoege C, Gharakhani J, Jülicher F, and Hyman AA (2009). Germline P granules are liquid droplets that localize by controlled dissolution/condensation. Science. 324, 1729– 1732. 19460965
  8. Brangwynne CP, Mitchison TJ, and Hyman AA (2011). Active liquid-like behavior of nucleoli determines their size and shape in Xenopus laevis oocytes. Proc. Natl. Acad. Sci 108, 4334– 4339. 21368180 PMC3060270
  9. Broide ML, Berland CR, Pande J, Ogun OO, and Benedek GB (1991). Binary-liquid phase separation of lens protein solutions. Proc. Natl. Acad. Sci. U. S. A 88, 5660– 5664. 2062844 PMC51937
  10. Cho W-K, Spille J-H, Hecht M, Lee C, Li C, Grube V, and Cisse II (2018). Mediator and RNA polymerase II clusters associate in transcription-dependent condensates. Science. 361, 412– 415. 29930094 PMC6543815
  11. Choi W, Fang-Yen C, Badizadegan K, Oh S, Lue N, Dasari RR, and Feld MS (2007). Tomographic phase microscopy. Nat. Methods 4, 717– 719. 17694065
  12. Chong S, Dugast-Darzacq C, Liu Z, Dong P, Dailey GM, Cattoglio C, Heckert A, Banala S, Lavis L, Darzacq X, (2018). Imaging dynamic and selective low-complexity domain interactions that control gene transcription. Science. 361, eaar2555. 29930090 PMC6961784
  13. Conicella AE, Zerze GH, Mittal J, and Fawzi NL (2016). ALS Mutations Disrupt Phase Separation Mediated by α-Helical Structure in the TDP-43 Low-Complexity C-Terminal Domain. Structure 24, 1537– 1549. 27545621 PMC5014597
  14. Dundr M, and Misteli T (2010). Biogenesis of nuclear bodies. Cold Spring Harb. Perspect. Biol 2, a000711– a000711. 21068152 PMC2982170
  15. Elbaum-Garfinkle S, Kim Y, Szczepaniak K, Chen CC-H, Eckmann CR, Myong S, and Brangwynne CP (2015). The disordered P granule protein LAF-1 drives phase separation into droplets with tunable viscosity and dynamics. Proc. Natl. Acad. Sci. U. S. A 112, 7189– 7194. 26015579 PMC4466716
  16. Falahati H, Pelham-Webb B, Blythe S, and Wieschaus E (2016). Nucleation by rRNA dictates the precision of nucleolus assembly. Curr. Biol 26, 277– 285. 26776729 PMC5866055
  17. Feric M, Vaidya N, Harmon TS, Mitrea DM, Zhu L, Richardson TM, Kriwacki RW, Pappu RV, and Brangwynne CP (2016). Coexisting Liquid Phases Underlie Nucleolar Subcompartments. Cell 165, 1686– 1697. 27212236 PMC5127388
  18. Gibson DG, Young L, Chuang R-Y, Venter JC, Hutchison CA, and Smith HO (2009). Enzymatic assembly of DNA molecules up to several hundred kilobases. Nat. Methods 6, 343– 345. 19363495
  19. Guntas G, Hallett RA, Zimmerman SP, Williams T, Yumerefendi H, Bear JE, and Kuhlman B (2015). Engineering an improved light-induced dimer (iLID) for controlling the localization and activity of signaling proteins. Proc. Natl. Acad. Sci 112, 112– 117. 25535392 PMC4291625
  20. Han TW, Kato M, Xie S, Wu LC, Mirzaei H, Pei J, Chen M, Xie Y, Allen J, Xiao G, (2012). Cell-free Formation of RNA Granules: Bound RNAs Identify Features and Components of Cellular Assemblies. Cell 149, 768– 779. 22579282
  21. Hnisz D, Shrinivas K, Young RA, Chakraborty AK, and Sharp PA (2017). A Phase Separation Model for Transcriptional Control. Cell 169, 13– 23. 28340338 PMC5432200
  22. Honerkamp-Smith AR, Veatch SL, and Keller SL (2009). An introduction to critical points for biophysicists; observations of compositional heterogeneity in lipid membranes. Biochim. Biophys. Acta - Biomembr 1788, 53– 63. PMC3156111 18930706
  23. Kwon I, Kato M, Xiang S, Wu L, Theodoropoulos P, Mirzaei H, Han T, Xie S, Corden JL, and McKnight SL (2014). Phosphorylation-regulated binding of RNA polymerase II to fibrous polymers of low-complexity domains. Cell 156, 374. PMC4010232 24267890
  24. Larson AG, Elnatan D, Keenen MM, Trnka MJ, Johnston JB, Burlingame AL, Agard DA, Redding S, and Narlikar GJ (2017). Liquid droplet formation by HP1α suggests a role for phase separation in heterochromatin. Nature 547, 236– 240. 28636604 PMC5606208
  25. Li P, Banjade S, Cheng H-C, Kim S, Chen B, Guo L, Llaguno M, Hollingsworth JV, King DS, Banani SF, (2012). Phase transitions in the assembly of multivalent signalling proteins. Nature 483, 336– 340. 22398450 PMC3343696
  26. Lin Y, Currie SL, and Rosen MK (2017). Intrinsically disordered sequences enable modulation of protein phase separation through distributed tyrosine motifs. J. Biol. Chem 292, 19110– 19120. 28924037 PMC5704491
  27. Mitrea DM, Cika JA, Guy CS, Ban D, Banerjee PR, Stanley CB, Nourse A, Deniz AA, and Kriwacki RW (2016). Nucleophosmin integrates within the nucleolus via multi-modal interactions with proteins displaying R-rich linear motifs and rRNA. Elife 5, 1– 33. PMC4786410 26836305
  28. Monahan Z, Ryan VH, Janke AM, Burke KA, Rhoads SN, Zerze GH, O ‘meally R, Dignon GL, Conicella AE, Zheng W, (2017). Phosphorylation of the FUS low-complexity domain disrupts phase separation, aggregation, and toxicity. EMBO J 36, 2951– 2967. 28790177 PMC5641905
  29. Nakamura H, Lee AA, Afshar AS, Watanabe S, Rho E, Razavi S, Suarez A, Lin YC, Tanigawa M, Huang B, (2018). Intracellular production of hydrogels and synthetic RNA granules by multivalent molecular interactions. Nat. Mater 17, 79– 88. 29115293 PMC5916848
  30. Nott TJ, Petsalaki E, Farber P, Jervis D, Fussner E, Plochowietz A, Craggs TD, Bazett-Jones DP, Pawson T, Forman-Kay JD, (2015). Phase Transition of a Disordered Nuage Protein Generates Environmentally Responsive Membraneless Organelles. Mol. Cell 57, 936– 947. 25747659 PMC4352761
  31. Petrásek Z, and Schwille P (2008). Precise measurement of diffusion coefficients using scanning fluorescence correlation spectroscopy. Biophys. J 94, 1437– 1448. 17933881 PMC2212689
  32. Rai AK, Chen J-X, Selbach M, and Pelkmans L (2018). Kinase-controlled phase transition of membraneless organelles in mitosis. Nature 559, 211– 216. 29973724
  33. Ren JM, McKenzie TG, Fu Q, Wong EHH, Xu J, An Z, Shanmugam S, Davis TP, Boyer C, and Qiao GG (2016). Star Polymers. Chem. Rev 116, 6743– 6836. 27299693
  34. Sabari BR, Dall’Agnese A, Boija A, Klein IA, Coffey E, Shrinivas K, Abraham BJ, Hannett NM, Zamudio AV, Manteiga JC, (2018). Coactivator condensation at super - enhancers links phase separation and gene control. Science. 361, eaar3958. 29930091 PMC6092193
  35. Shin Y, and Brangwynne CP (2017). Liquid phase condensation in cell physiology and disease. Science. 357, eaaf4382. 28935776
  36. Shin Y, Berry J, Pannucci N, Haataja MP, Toettcher JE, and Brangwynne CP (2017). Spatiotemporal Control of Intracellular Phase Transitions Using Light-Activated optoDroplets. Cell 168, 159– 171. e14. 28041848 PMC5562165
  37. Smith J, Calidas D, Schmidt H, Lu T, Rasoloson D, and Seydoux G (2016). Spatial patterning of P granules by RNA-induced phase separation of the intrinsically-disordered protein MEG-3. Elife 5, 1– 18. PMC5262379 27914198
  38. Strom AR, Emelyanov AV, Mir M, Fyodorov DV, Darzacq X, and Karpen GH (2017). Phase separation drives heterochromatin domain formation. Nature 547, 241– 245. 28636597 PMC6022742
  39. Tourrière H, Chebli K, Zekri L, Courselaud B, Blanchard JM, Bertrand E, and Tazi J (2003). The RasGAP-Associated Endoribonuclease G3BP Assembles Stress Granules. Source J. Cell Biol 160, 823– 831. PMC2173781 12642610
  40. Wang J, Choi JM, Holehouse AS, Lee HO, Zhang X, Jahnel M, Maharana S, Lemaitre R, Pozniakovsky A, Drechsel D, (2018). A Molecular Grammar Governing the Driving Forces for Phase Separation of Prion-like RNA Binding Proteins. Cell 174, 688– 699. e16. 29961577 PMC6063760
  41. Wei MT, Elbaum-Garfinkle S, Holehouse AS, Chen CCH, Feric M, Arnold CB, Priestley RD, Pappu RV, and Brangwynne CP (2017). Phase behaviour of disordered proteins underlying low density and high permeability of liquid organelles. Nat. Chem 9, 1118– 1125. 29064502 PMC9719604
  42. West JA, Davis CP, Sunwoo H, Simon MD, Sadreyev RI, Wang PI, Tolstorukov MY, and Kingston RE (2014). The Long Noncoding RNAs NEAT1 and MALAT1 Bind Active Chromatin Sites. Mol. Cell 55, 791– 802. 25155612 PMC4428586
  43. Zhu L, and Brangwynne CP (2015). Nuclear bodies: The emerging biophysics of nucleoplasmic phases. Curr. Opin. Cell Biol 34, 23– 30. 25942753 PMC5562147
  44. Zwicker D, Decker M, Jaensch S, Hyman AA, and Jülicher F (2014). Centrosomes are autocatalytic droplets of pericentriolar material organized by centrioles. Proc. Natl. Acad. Sci 111, E2636– E2645. 24979791 PMC4084434

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Authors
Bracha, D., Walls, M. T., Wei, M.-T., Zhu, L., Kurian, M., Avalos, J. L., Toettcher, J. E., & Brangwynne, C. P.
Affiliations
  • Princeton University (US)
  • Howard Hughes Medical Institute (US)
Corresponding author
Brangwynne, Clifford P.
Venue
Cell
Publisher
Elsevier BV
Published
2018-11
Volume
175
Issue
6
Pages
1467-1480.e13
ISSN
0092-8674 (ISSN-L)
OpenAlex
W2902026154
Cited by
462
References
2
Citations by year
2026: 45 · 2025: 64 · 2024: 61 · 2023: 55 · 2022: 70 · 2021: 77 · 2020: 44 · 2019: 42 · 2018: 4
FWCI
14.85
Type
journal article
Language
en
Update notices
erratum (2019-01-10)
Open access
Locations
  • Cell (publishedVersion)
  • bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
  • Howard Hughes Medical Institute
  • NIH 4D Nucleome Program (U01 DA040601)
  • DARPA (HR0011-17-2-0010)
  • Princeton Center for Complex Materials
  • NSF
  • MRSEC (DMR 1420541)
  • NSF CAREER (1253035, CBET-1751840)
  • US-Israel Binational Science Foundation (2016508)
  • Human Frontiers Science Program (LT001447/2017-C)
  • Pew Charitable Trusts
  • National Science Foundation Graduate Research Fellowship Program (DGE-1656466)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA Research and Splicing
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Structure and Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
Keywords
liquid-liquid phase separation, biomolecular condensates, nucleation centers, low-abundance proteins, intracellular diffusion
MeSH terms
Animals, Cytoplasm, HeLa Cells, Humans, Microscopy, Fluorescence, Biomimetic Materials, NIH 3T3 Cells, Mice, HEK293 Cells

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