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Considerations and Challenges in Studying Liquid-Liquid Phase Separation and Biomolecular Condensates

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Alberti, Simon, Gladfelter, Amy, Mittag, Tanja·2019·Cell

Abstract

Evidence is now mounting that liquid-liquid phase separation (LLPS) underlies the formation of membraneless compartments in cells. This realization has motivated major efforts to delineate the function of such biomolecular condensates in normal cells and their roles in contexts ranging from development to age-related disease. There is great interest in understanding the underlying biophysical principles and the specific properties of biological condensates with the goal of bringing insights into a wide range of biological processes and systems. The explosion of physiological and pathological contexts involving LLPS requires clear standards for their study. Here, we propose guidelines for rigorous experimental characterization of LLPS processes in vitro and in cells, discuss the caveats of common experimental approaches, and point out experimental and theoretical gaps in the field.

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  • Commonly used in vivo approaches such as FRAP and sensitivity to 1,6-hexanediol are not always indicative of LLPS.

    “commonly used in vivo approaches like fast fluorescence recovery after photobleaching (FRAP) and sensitivity to treatment with 1,6-hexanediol are not always indicative of LLPS [423].”

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  1. Alberti S (2017). The wisdom of crowds: regulating cell function through condensed states of living matter. J. Cell Sci 130, jcs.200295. 28808090
  2. Alberti S, and Carra S (2018). Quality Control of Membraneless Organelles. J. Mol. Biol 29758260
  3. Alberti S, and Hyman AA (2016). Are aberrant phase transitions a driver of cellular aging? Bioessays 38, 959– 968. 27554449 PMC5108435
  4. Alberti S, Halfmann R, King O, Kapila A, and Lindquist S (2009). A systematic survey identifies prions and illuminates sequence features of prionogenic proteins. Cell 137, 146– 158. 19345193 PMC2683788
  5. Alberti S, Saha S, Woodruff JB, Franzmann TM, Wang J, and Hyman AA (2018). A user’s guide for phase separation assays with purified proteins. J. Mol. Biol PMC6215329 29944854
  6. Amiram M, Quiroz FG, Callahan DJ, and Chilkoti A (2011). A highly parallel method for synthesizing DNA repeats enables the discovery of “smart” protein polymers. Nat. Mater 10, 141– 148. 21258353 PMC3075872
  7. Aumiller WM Jr, and Keating CD (2016). Phosphorylation-mediated RNA/peptide complex coacervation as a model for intracellular liquid organelles. Nat. Chem 8, 129– 137. 26791895
  8. Banani SF, Rice AM, Peeples WB, Lin Y, Jain S, Parker R, and Rosen MK (2016). Compositional Control of Phase-Separated Cellular Bodies. Cell PMC4967043 27374333
  9. 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
  10. Bentmann E, Neumann M, Tahirovic S, Rodde R, Dormann D, and Haass C (2012). Requirements for stress granule recruitment of fused in sarcoma (FUS) and TAR DNA-binding protein of 43 kDa (TDP-43). J. Biol. Chem 287, 23079– 23094. 22563080 PMC3391091
  11. Bergeron-Sandoval LP, Heris HK, and Hendricks AG (2017). Endocytosis caused by liquid-liquid phase separation of proteins. bioRxiv
  12. Boersma AJ, Zuhorn IS, and Poolman B (2015). A sensor for quantification of macromolecular crowding in living cells. Nat. Methods 12, 227– 229, 1 p following 229. 25643150
  13. Bouchard JJ, Otero JH, Scott DC, Szulc E, Martin EW, Sabri N, Granata D, Marzahn MR, Lindorff-Larsen K, Salvatella X, (2018). Cancer Mutations of the Tumor Suppressor SPOP Disrupt the Formation of Active, Phase-Separated Compartments. Mol. Cell PMC6179159 30244836
  14. Bracha D, Walls MT, Wei M-T, Zhu L, Kurian M, Avalos JL, Toettcher JE, and Brangwynne CP (2018). Mapping Local and Global Liquid Phase Behavior in Living Cells Using Photo-Oligomerizable Seeds. Cell 175, 1467– 1480. e13. 30500534 PMC6724719
  15. 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
  16. Burke KA, Janke AM, Rhine CL, and Fawzi NL (2015). Residue-by-Residue View of In Vitro FUS Granules that Bind the C-Terminal Domain of RNA Polymerase II. Mol. Cell 60, 231– 241. 26455390 PMC4609301
  17. Chong PA, Vernon RM, and Forman-Kay JD (2018). RGG/RG Motif Regions in RNA Binding and Phase Separation. J. Mol. Biol 29913160
  18. Dao TP, Kolaitis R-M, Kim HJ, O’Donovan K, Martyniak B, Colicino E, Hehnly H, Taylor JP, and Castañeda CA (2018). Ubiquitin Modulates Liquid-Liquid Phase Separation of UBQLN2 via Disruption of Multivalent Interactions. Mol. Cell PMC6181577 29526694
  19. Das RK, and Pappu RV (2013). Conformations of intrinsically disordered proteins are influenced by linear sequence distributions of oppositely charged residues. Proc. Natl. Acad. Sci. U. S. A 110, 13392– 13397. 23901099 PMC3746876
  20. Das RK, Ruff KM, and Pappu RV (2015). Relating sequence encoded information to form and function of intrinsically disordered proteins. Curr. Opin. Struct. Biol 32, 102– 112. 25863585 PMC4512920
  21. Dazzi A, Prater CB, Hu Q, Chase DB, Rabolt JF, and Marcott C (2012). AFM-IR: combining atomic force microscopy and infrared spectroscopy for nanoscale chemical characterization. Appl. Spectrosc 66, 1365– 1384. 23231899
  22. Delarue M, Brittingham GP, Pfeffer S, Surovtsev IV, Pinglay S, Kennedy KJ, Schaffer M, Gutierrez JI, Sang D, Poterewicz G, (2018). mTORC1 Controls Phase Separation and the Biophysical Properties of the Cytoplasm by Tuning Crowding. Cell 174, 338– 349. e20. 29937223 PMC10080728
  23. Dignon GL, Zheng W, Kim YC, Best RB, and Mittal J (2018). Sequence determinants of protein phase behavior from a coarse-grained model. PLoS Comput. Biol 14, e1005941. 29364893 PMC5798848
  24. 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
  25. Fei J, Jadaliha M, Harmon TS, Li ITS, Hua B, Hao Q, Holehouse AS, Reyer M, Sun Q, Freier SM, (2017). Quantitative analysis of multilayer organization of proteins and RNA in nuclear speckles at super resolution. J. Cell Sci 130, 4180– 4192. 29133588 PMC5769577
  26. 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 PMC5127388 27212236
  27. Fowler DM, Koulov AV, Balch WE, and Kelly JW (2007). Functional amyloid--from bacteria to humans. Trends Biochem. Sci 32, 217– 224. 17412596
  28. Franzmann T, and Alberti S (2018). Prion-like low-complexity sequences: Key regulators of protein solubility and phase behavior. J. Biol. Chem PMC6509491 29921587
  29. Franzmann TM, Jahnel M, Pozniakovsky A, Mahamid J, Holehouse AS, Nüske E, Richter D, Baumeister W, Grill SW, Pappu RV, (2018). Phase separation of a yeast prion protein promotes cellular fitness. Science 359. 29301985
  30. Harmon TS, Holehouse AS, Rosen MK, and Pappu RV (2017). Intrinsically disordered linkers determine the interplay between phase separation and gelation in multivalent proteins. Elife 6. PMC5703641 29091028
  31. Hofweber M, Hutten S, Bourgeois B, Spreitzer E, Niedner-Boblenz A, Schifferer M, Ruepp M-D, Simons M, Niessing D, Madl T, (2018). Phase Separation of FUS Is Suppressed by Its Nuclear Import Receptor and Arginine Methylation. Cell 173, 706– 719. e13. 29677514
  32. Holehouse AS, and Pappu RV (2018). Functional Implications of Intracellular Phase Transitions. Biochemistry PMC6538385 29323488
  33. Hughes MP, Sawaya MR, Boyer DR, Goldschmidt L, Rodriguez JA, Cascio D, Chong L, Gonen T, and Eisenberg DS (2018). Atomic structures of low-complexity protein segments reveal kinked β sheets that assemble networks. Science 359, 698– 701. 29439243 PMC6192703
  34. Hyman AA, Weber CA, and Jülicher F (2014). Liquid-Liquid Phase Separation in Biology. Annu. Rev. Cell Dev. Biol 30, 39– 58. 25288112
  35. Jensen MR, Ruigrok RWH, and Blackledge M (2013). Describing intrinsically disordered proteins at atomic resolution by NMR. Curr. Opin. Struct. Biol 23, 426– 435. 23545493
  36. Kim HJ, Kim NC, Wang Y-D, Scarborough EA, Moore J, Diaz Z, MacLea KS, Freibaum B, Li S, Molliex A, (2013). Mutations in prion-like domains in hnRNPA2B1 and hnRNPA1 cause multisystem proteinopathy and ALS. Nature 495, 467– 473. 23455423 PMC3756911
  37. Kroschwald S, Maharana S, Mateju D, Malinovska L, Nüske E, Poser I, Richter D, and Alberti S (2015). Promiscuous interactions and protein disaggregases determine the material state of stress-inducible RNP granules. Elife 4. PMC4522596 26238190
  38. Kroschwald S, Munder MC, Maharana S, Franzmann TM, Richter D, Ruer M, Hyman AA, and Alberti S (2018). Different Material States of Pub1 Condensates Define Distinct Modes of Stress Adaptation and Recovery. Cell Rep 23, 3327– 3339. 29898402
  39. Kwon I, Kato M, Xiang S, Wu L, Theodoropoulos P, Mirzaei H, Han T, Xie S, Corden JL, and McKnight SL (2013). Phosphorylation-regulated binding of RNA polymerase II to fibrous polymers of low-complexity domains. Cell 155, 1049– 1060. 24267890 PMC4010232
  40. Langdon EM, and Gladfelter AS (2018). A New Lens for RNA Localization: Liquid-Liquid Phase Separation. Annu. Rev. Microbiol 72, 255– 271. 30200855
  41. Langdon EM, Qiu Y, Ghanbari Niaki A, McLaughlin GA, Weidmann C, Gerbich TM, Smith JA, Crutchley JM, Termini CM, Weeks KM, (2018). mRNA structure determines specificity of a polyQ-driven phase separation. Science PMC6192030 29650703
  42. 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
  43. Lee C, Occhipinti P, and Gladfelter AS (2015). PolyQ-dependent RNA–protein assemblies control symmetry breaking. J. Cell Biol jcb.201407105. PMC4347642 25713414
  44. Lee K-H, Zhang P, Kim HJ, Mitrea DM, Sarkar M, Freibaum BD, Cika J, Coughlin M, Messing J, Molliex A, (2016). C9orf72 Dipeptide Repeats Impair the Assembly, Dynamics, and Function of Membrane-Less Organelles. Cell 167, 774– 788. e17. 27768896 PMC5079111
  45. 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
  46. Li YR, King OD, Shorter J, and Gitler AD (2013). Stress granules as crucibles of ALS pathogenesis. J. Cell Biol 201, 361– 372. 23629963 PMC3639398
  47. Lin Y, Protter DSW, Rosen MK, and Parker R (2015). Formation and Maturation of Phase-Separated Liquid Droplets by RNA-Binding Proteins. Mol. Cell 60, 208– 219. 26412307 PMC4609299
  48. Lin Y, Currie SL, and Rosen MK (2017). Intrinsically disordered sequences enable modulation of protein phase separation through distributed tyrosine motifs. J. Biol. Chem PMC5704491 28924037
  49. Lin Y-H, Forman-Kay JD, and Chan HS (2016). Sequence-Specific Polyampholyte Phase Separation in Membraneless Organelles. Phys. Rev. Lett 117, 178101. 27824447
  50. Liu B, Åberg C, van Eerden FJ, Marrink SJ, Poolman B, and Boersma AJ (2017). Design and Properties of Genetically Encoded Probes for Sensing Macromolecular Crowding. Biophys. J 112, 1929– 1939. 28494963 PMC5425406
  51. Luby-Phelps K (2013). The physical chemistry of cytoplasm and its influence on cell function: an update. Mol. Biol. Cell 24, 2593– 2596. 23989722 PMC3756912
  52. Lyons DF, Le V, Bidwell GL 3rd, Kramer WH, Lewis EA, Raucher D, and Correia JJ (2013). Structural and hydrodynamic analysis of a novel drug delivery vector: ELP[V5G3A2–150]. Biophys. J 104, 2009– 2021. 23663844 PMC3647178
  53. Mackenzie IR, Nicholson AM, Sarkar M, Messing J, Purice MD, Pottier C, Annu K, Baker M, Perkerson RB, Kurti A, (2017). TIA1 Mutations in Amyotrophic Lateral Sclerosis and Frontotemporal Dementia Promote Phase Separation and Alter Stress Granule Dynamics. Neuron 95, 808– 816. e9. 28817800 PMC5576574
  54. Maharana S, Wang J, Papadopoulos DK, Richter D, Pozniakovsky A, Poser I, Bickle M, Rizk S, Guillén-Boixet J, Franzmann T, (2018). RNA buffers the phase separation behavior of prion-like RNA binding proteins. Science PMC6091854 29650702
  55. Mao AH, Crick SL, Vitalis A, Chicoine CL, and Pappu RV (2010). Net charge per residue modulates conformational ensembles of intrinsically disordered proteins. Proc. Natl. Acad. Sci. U. S. A 107, 8183– 8188. 20404210 PMC2889596
  56. Marsh JA, and Forman-Kay JD (2010). Sequence determinants of compaction in intrinsically disordered proteins. Biophys. J 98, 2383– 2390. 20483348 PMC2872267
  57. Martin EW, and Mittag T (2018). The relationship of sequence and phase separation in protein low-complexity regions. Biochemistry PMC6476794 29517898
  58. McQuilken M, Mehta SB, Verma A, Harris G, Oldenbourg R, and Gladfelter AS (2015). Polarized Fluorescence Microscopy to Study Cytoskeleton Assembly and Organization in Live Cells. Curr. Protoc. Cell Biol 67, 4 29 1– 13. PMC4529119 26061244
  59. Mitchison TJ (2019). Colloid Osmotic Parameterization and Measurement of Sub-Cellular Crowding PMC6589563 30640588
  60. 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. PMC4786410 26836305
  61. Mitrea DM, Chandra B, Ferrolino MC, Gibbs EB, Tolbert M, White MR, and Kriwacki RW (2018). Methods for Physical Characterization of Phase-Separated Bodies and Membrane-less Organelles. J. Mol. Biol 430, 4773– 4805. 30017918 PMC6503534
  62. Mittag T, and Forman-Kay JD (2007). Atomic-level characterization of disordered protein ensembles. Curr. Opin. Struct. Biol 17, 3– 14. 17250999
  63. Mittasch M, Gross P, Nestler M, Fritsch AW, Iserman C, Kar M, Munder M, Voigt A, Alberti S, Grill SW, (2018). Non-invasive perturbations of intracellular flow reveal physical principles of cell organization. Nat. Cell Biol 20, 344– 351. 29403036
  64. Molliex A, Temirov J, Lee J, Coughlin M, Kanagaraj AP, Kim HJ, Mittag T, and Taylor JP (2015). Phase separation by low complexity domains promotes stress granule assembly and drives pathological fibrillization. Cell 163, 123– 133. 26406374 PMC5149108
  65. 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
  66. Müller-Späth S, Soranno A, Hirschfeld V, Hofmann H, Rüegger S, Reymond L, Nettels D, and Schuler B (2010). From the Cover: Charge interactions can dominate the dimensions of intrinsically disordered proteins. Proc. Natl. Acad. Sci. U. S. A 107, 14609– 14614. 20639465 PMC2930438
  67. Murakami T, Qamar S, Lin JQ, Schierle GSK, Rees E, Miyashita A, Costa AR, Dodd RB, Chan FTS, Michel CH, (2015). ALS/FTD Mutation-Induced Phase Transition of FUS Liquid Droplets and Reversible Hydrogels into Irreversible Hydrogels Impairs RNP Granule Function. Neuron 88, 678– 690. 26526393 PMC4660210
  68. Murray DT, Kato M, Lin Y, Thurber KR, Hung I, McKnight SL, and Tycko R (2017). Structure of FUS Protein Fibrils and Its Relevance to Self-Assembly and Phase Separation of Low-Complexity Domains. Cell 171, 615– 627. e16. 28942918 PMC5650524
  69. 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
  70. Overbeek JT, and Voorn MJ (1957). Phase separation in polyelectrolyte solutions; theory of complex coacervation. J. Cell. Physiol Suppl 49, 7– 22; discussion, 22–26. 13449108
  71. Pak CW, Kosno M, Holehouse AS, Padrick SB, Mittal A, Ali R, Yunus AA, Liu DR, Pappu RV, and Rosen MK (2016). Sequence Determinants of Intracellular Phase Separation by Complex Coacervation of a Disordered Protein. Mol. Cell 63, 72– 85. 27392146 PMC4973464
  72. Patel A, Lee HO, Jawerth L, Maharana S, Jahnel M, Hein MY, Stoynov S, Mahamid J, Saha S, Franzmann TM, (2015). A Liquid-to-Solid Phase Transition of the ALS Protein FUS Accelerated by Disease Mutation. Cell 162, 1066– 1077. 26317470
  73. Patel A, Malinovska L, Saha S, Wang J, Alberti S, Krishnan Y, and Hyman AA (2017). ATP as a biological hydrotrope. Science 356, 753– 756. 28522535
  74. Qamar S, Wang G, Randle SJ, Ruggeri FS, Varela JA, Lin JQ, Phillips EC, Miyashita A, Williams D, Ströhl F, (2018). FUS Phase Separation Is Modulated by a Molecular Chaperone and Methylation of Arginine Cation-π Interactions. Cell 173, 720– 734. e15. 29677515 PMC5927716
  75. Quiroz FG, and Chilkoti A (2015). Sequence heuristics to encode phase behaviour in intrinsically disordered protein polymers. Nat. Mater 14, 1164– 1171. 26390327 PMC4618764
  76. 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
  77. Ramaswami M, Taylor JP, and Parker R (2013). Altered ribostasis: RNA-protein granules in degenerative disorders. Cell 154, 727– 736. 23953108 PMC3811119
  78. Riback JA, Katanski CD, Kear-Scott JL, Pilipenko EV, Rojek AE, Sosnick TR, and Drummond DA (2017). Stress-Triggered Phase Separation Is an Adaptive, Evolutionarily Tuned Response. Cell 168, 1028– 1040. e19. 28283059 PMC5401687
  79. Ribbeck K, and Görlich D (2002). The permeability barrier of nuclear pore complexes appears to operate via hydrophobic exclusion. EMBO J 21, 2664– 2671. 12032079 PMC126029
  80. Roberts S, Harmon TS, Schaal J, Miao V, Li K. (jonathan), Hunt A, Wen Y, Oas TG, Collier JH, Pappu RV, (2018). Injectable tissue integrating networks from recombinant polypeptides with tunable order. Nat. Mater PMC6329288 30323334
  81. Ruff KM, Harmon TS, and Pappu RV (2015). CAMELOT: A machine learning approach for coarse-grained simulations of aggregation of block-copolymeric protein sequences. J. Chem. Phys 143, 243123. 26723608 PMC4644154
  82. Ruff KM, Roberts S, Chilkoti A, and Pappu RV (2018). Advances in Understanding Stimulus Responsive Phase Behavior of Intrinsically Disordered Protein Polymers. J. Mol. Biol 29949750
  83. Saito M, Hess D, Eglinger J, Fritsch AW, Kreysing M, Weinert BT, Choudhary C, and Matthias P (2019). Acetylation of intrinsically disordered regions regulates phase separation. Nat. Chem. Biol 15, 51– 61. 30531905
  84. Scarcelli G, Polacheck WJ, Nia HT, Patel K, Grodzinsky AJ, Kamm RD, and Yun SH (2015). Noncontact three-dimensional mapping of intracellular hydromechanical properties by Brillouin microscopy. Nat. Methods 12, 1132– 1134. 26436482 PMC4666809
  85. Schmidt HB, and Görlich D (2016). Transport Selectivity of Nuclear Pores, Phase Separation, and Membraneless Organelles. Trends Biochem. Sci 41, 46– 61. 26705895
  86. Schürmann M, Cojoc G, Girardo S, Ulbricht E, Guck J, and Müller P (2018). Three-dimensional correlative single-cell imaging utilizing fluorescence and refractive index tomography. J. Biophotonics 11. 28800386
  87. Senske M, Törk L, Born B, Havenith M, Herrmann C, and Ebbinghaus S (2014). Protein stabilization by macromolecular crowding through enthalpy rather than entropy. J. Am. Chem. Soc 136, 9036– 9041. 24888734
  88. Sheu-Gruttadauria J, and MacRae IJ (2018). Phase Transitions in the Assembly and Function of Human miRISC. Cell 173, 946– 957. e16. 29576456 PMC5935535
  89. Shin Y, and Brangwynne CP (2017). Liquid phase condensation in cell physiology and disease. Science 357, eaaf4382. 28935776
  90. 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
  91. Shin Y, Chang Y-C, Lee DSW, Berry J, Sanders DW, Ronceray P, Wingreen NS, Haataja M, and Brangwynne CP (2018). Liquid Nuclear Condensates Mechanically Sense and Restructure the Genome. Cell 175, 1481– 1491. e13. 30500535 PMC6724728
  92. 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. PMC5262379 27914198
  93. Sørensen HP, and Mortensen KK (2005). Advanced genetic strategies for recombinant protein expression in Escherichia coli. J. Biotechnol 115, 113– 128. 15607230
  94. Steelman ZA, Eldridge WJ, Weintraub JB, and Wax A (2017). Is the nuclear refractive index lower than cytoplasm? Validation of phase measurements and implications for light scattering technologies. J. Biophotonics 10, 1714– 1722. 28418104 PMC5647217
  95. 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
  96. Su X, Ditlev JA, Hui E, Xing W, Banjade S, Okrut J, King DS, Taunton J, Rosen MK, and Vale RD (2016). Phase separation of signaling molecules promotes T cell receptor signal transduction. Science 352, 595– 599. 27056844 PMC4892427
  97. Tanaka T, Ishimoto C, and Chylack LT Jr,(1977). Phase separation of a protein-water mixture in cold cataract in the young rat lens. Science 197, 1010– 1012. 887936
  98. Taylor N, Elbaum-Garfinkle S, Vaidya N, Zhang H, Stone HA, and Brangwynne CP (2016). Biophysical characterization of organelle-based RNA/protein liquid phases using microfluidics. Soft Matter 12, 9142– 9150. 27791212 PMC6724727
  99. Toth-Petroczy A, Palmedo P, Ingraham J, Hopf TA, Berger B, Sander C, and Marks DS (2016). Structured States of Disordered Proteins from Genomic Sequences. Cell 167, 158– 170. e12. 27662088 PMC5451116
  100. Urry DW, Gowda DC, Parker TM, Luan CH, Reid MC, Harris CM, Pattanaik A, and Harris RD (1992). Hydrophobicity scale for proteins based on inverse temperature transitions. Biopolymers 32, 1243– 1250. 1420991
  101. Wang J, Choi J-M, 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 PMC6063760 29961577
  102. Weber SC (2017). Sequence-encoded material properties dictate the structure and function of nuclear bodies. Curr. Opin. Cell Biol 46, 62– 71. 28343140
  103. Weber SC, and Brangwynne CP (2012). Getting RNA and protein in phase. Cell 149, 1188– 1191. 22682242
  104. Wei M-T, Elbaum-Garfinkle S, Holehouse AS, Chen CC-H, 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
  105. Wirth AJ, and Gruebele M (2013). Quinary protein stzructure and the consequences of crowding in living cells: leaving the test-tube behind. Bioessays 35, 984– 993. 23943406
  106. Woodruff JB, Ferreira Gomes B, Widlund PO, Mahamid J, Honigmann A, and Hyman AA (2017). The Centrosome Is a Selective Condensate that Nucleates Microtubules by Concentrating Tubulin. Cell 169, 1066– 1077. e10. 28575670
  107. Yoshizawa T, Ali R, Jiou J, Fung HYJ, Burke KA, Kim SJ, Lin Y, Peeples WB, Saltzberg D, Soniat M, (2018). Nuclear Import Receptor Inhibits Phase Separation of FUS through Binding to Multiple Sites. Cell 173, 693– 705. e22. 29677513 PMC6234985
  108. Zhang H, Elbaum-Garfinkle S, Langdon EM, Taylor N, Occhipinti P, Bridges AA, Brangwynne CP, and Gladfelter AS (2015). RNA Controls PolyQ Protein Phase Transitions. Mol. Cell 60, 220– 230. 26474065 PMC5221516
  109. Zimmerman SB, and Minton AP (1993). Macromolecular crowding: biochemical, biophysical, and physiological consequences. Annu. Rev. Biophys. Biomol. Struct 22, 27– 65. 7688609

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Authors
Alberti, S., Gladfelter, A., & Mittag, T.
Affiliations
  • Max Planck Institute of Molecular Cell Biology and Genetics (DE)
  • University of North Carolina at Chapel Hill (US)
  • St. Jude Children's Research Hospital (US)
Corresponding author
  • Alberti, Simon
  • Gladfelter, Amy
  • Mittag, Tanja
Venue
Cell
Publisher
Elsevier BV
Published
2019-01
Volume
176
Issue
3
Pages
419-434
ISSN
0092-8674 (ISSN-L)
OpenAlex
W2914907359
Cited by
2,856
References
4
Citations by year
2026: 381 · 2025: 498 · 2024: 441 · 2023: 418 · 2022: 392 · 2021: 382 · 2020: 248 · 2019: 94 · 2018: 1
FWCI
24.83
Type
journal article
Language
en
Open access
Locations
  • Cell (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
  • MPG.PuRe (Max Planck Society) (submittedVersion)
Funders
  • European Research Council (725836)
  • National Institutes of Health (R01GM112846)
  • Human Frontier Science Program (RGP0034/2017)
  • Howard Hughes Medical Institute
  • Volkswagen Foundation
  • St. Jude Children's Research Hospital
  • Bundesministerium für Bildung und Forschung (01ED1601A, 01EK1606C)
  • Max-Planck-Gesellschaft
  • EU Joint Programme – Neurodegenerative Disease Research
  • American Lebanese Syrian Associated Charities (GM R01-GM081506)
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, biophysical principles, age-related diseases, developmental biology
MeSH terms
Cell Physiological Phenomena, Liquid-Liquid Extraction, Liquid Phase Microextraction

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 ›

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