Biomolecular condensate

Last updated
Formation and examples of membraneless organelles Formation and examples of membraneless organelles.png
Formation and examples of membraneless organelles

In biochemistry, biomolecular condensates are a class of membrane-less organelles and organelle subdomains, which carry out specialized functions within the cell. Unlike many organelles, biomolecular condensate composition is not controlled by a bounding membrane. Instead, condensates can form and maintain organization through a range of different processes, the most well-known of which is phase separation of proteins, RNA and other biopolymers into either colloidal emulsions, gels, liquid crystals, solid crystals or aggregates within cells. [1]

Contents

History

Micellar theory

Starch granules of corn PSM V56 D0733 Starch granules of corn.png
Starch granules of corn

The micellar theory of Carl Nägeli was developed from his detailed study of starch granules in 1858. [2] Amorphous substances such as starch and cellulose were proposed to consist of building blocks, packed in a loosely crystalline array to form what he later termed "micelles". Water could penetrate between the micelles, and new micelles could form in the interstices between old micelles. The swelling of starch grains and their growth was described by a molecular-aggregate model, which he also applied to the cellulose of the plant cell wall. The modern usage of 'micelle' refers strictly to lipids, but its original usage clearly extended to other types of biomolecule, and this legacy is reflected to this day in the description of milk as being composed of 'casein micelles'.

Colloidal phase separation theory

Glycogen granules in Spermiogenesis in Pleurogenidae (Digenea) Parasite130059-fig7 Spermiogenesis in Pleurogenidae (Digenea).tif
Glycogen granules in Spermiogenesis in Pleurogenidae (Digenea)

The concept of intracellular colloids as an organizing principle for the compartmentalization of living cells dates back to the end of the 19th century, beginning with William Bate Hardy and Edmund Beecher Wilson who described the cytoplasm (then called 'protoplasm') as a colloid. [3] [4] Around the same time, Thomas Harrison Montgomery Jr. described the morphology of the nucleolus, an organelle within the nucleus, which has subsequently been shown to form through intracellular phase separation. [5] WB Hardy linked formation of biological colloids with phase separation in his study of globulins, stating that: "The globulin is dispersed in the solvent as particles which are the colloid particles and which are so large as to form an internal phase", [6] and further contributed to the basic physical description of oil-water phase separation. [7]

Colloidal phase separation as a driving force in cellular organisation appealed strongly to Stephane Leduc, who wrote in his influential 1911 book The Mechanism of Life: "Hence the study of life may be best begun by the study of those physico-chemical phenomena which result from the contact of two different liquids. Biology is thus but a branch of the physico-chemistry of liquids; it includes the study of electrolytic and colloidal solutions, and of the molecular forces brought into play by solution, osmosis, diffusion, cohesion, and crystallization." [8]

The primordial soup theory of the origin of life, proposed by Alexander Oparin in Russian in 1924 (published in English in 1936) [9] and by J.B.S. Haldane in 1929, [10] suggested that life was preceded by the formation of what Haldane called a "hot dilute soup" of "colloidal organic substances", and which Oparin referred to as 'coacervates' (after de Jong [11] ) – particles composed of two or more colloids which might be protein, lipid or nucleic acid. These ideas strongly influenced the subsequent work of Sidney W. Fox on proteinoid microspheres.

Support from other disciplines

Micelle caseine Micelle caseine.svg
Micelle caseine

When cell biologists largely abandoned colloidal phase separation, it was left to relative outsiders – agricultural scientists and physicists – to make further progress in the study of phase separating biomolecules in cells.

Beginning in the early 1970s, Harold M Farrell Jr. at the US Department of Agriculture developed a colloidal phase separation model for milk casein micelles that form within mammary gland cells before secretion as milk. [12]

Also in the 1970s, physicists Tanaka & Benedek at MIT identified phase-separation behaviour of gamma-crystallin proteins from lens epithelial cells and cataracts in solution, [13] [14] [15] [16] [17] which Benedek referred to as 'protein condensation'. [18]

Lens epithelium containing crystallin. Hand-book of physiology (1892) Hand-book of physiology (1892) (14763034584).jpg
Lens epithelium containing crystallin. Hand-book of physiology (1892)

In the 1980s and 1990s, Athene Donald's polymer physics lab in Cambridge extensively characterised phase transitions / phase separation of starch granules from the cytoplasm of plant cells, which behave as liquid crystals. [19] [20] [21] [22] [23] [24] [25] [26]

In 1991, Pierre-Gilles de Gennes received the Nobel Prize in Physics for developing a generalized theory of phase transitions with particular applications to describing ordering and phase transitions in polymers. [27] Unfortunately, de Gennes wrote in Nature that polymers should be distinguished from other types of colloids, even though they can display similar clustering and phase separation behaviour, [28] a stance that has been reflected in the reduced usage of the term colloid to describe the higher-order association behaviour of biopolymers in modern cell biology and molecular self-assembly.

Phase separation revisited

Advances in confocal microscopy at the end of the 20th century identified proteins, RNA or carbohydrates localising to many non-membrane bound cellular compartments within the cytoplasm or nucleus which were variously referred to as 'puncta/dots', [29] [30] [31] [32] 'signalosomes', [33] [34] 'granules', [35] 'bodies', 'assemblies', [32] 'paraspeckles', 'purinosomes', [36] 'inclusions', 'aggregates' or 'factories'. During this time period (1995-2008) the concept of phase separation was re-borrowed from colloidal chemistry & polymer physics and proposed to underlie both cytoplasmic and nuclear compartmentalization. [37] [38] [39] [40] [41] [42] [43] [44] [45] [46]

Since 2009, further evidence for biomacromolecules undergoing intracellular phase transitions (phase separation) has been observed in many different contexts, both within cells and in reconstituted in vitro experiments. [47] [48] [49] [50] [51] [52] [53]

The newly coined term "biomolecular condensate" [54] refers to biological polymers (as opposed to synthetic polymers) that undergo self assembly via clustering to increase the local concentration of the assembling components, and is analogous to the physical definition of condensation. [55] [54]

In physics, condensation typically refers to a gas–liquid phase transition.

In biology the term 'condensation' is used much more broadly and can also refer to liquid–liquid phase separation to form colloidal emulsions or liquid crystals within cells, and liquid–solid phase separation to form gels, [1] sols, or suspensions within cells as well as liquid-to-solid phase transitions such as DNA condensation during prophase of the cell cycle or protein condensation of crystallins in cataracts. [18] With this in mind, the term 'biomolecular condensates' was deliberately introduced to reflect this breadth (see below). Since biomolecular condensation generally involves oligomeric or polymeric interactions between an indefinite number of components, it is generally considered distinct from formation of smaller stoichiometric protein complexes with defined numbers of subunits, such as viral capsids or the proteasome – although both are examples of spontaneous molecular self-assembly or self-organisation.

Mechanistically, it appears that the conformational landscape [56] (in particular, whether it is enriched in extended disordered states) and multivalent interactions between intrinsically disordered proteins (including cross-beta polymerisation), [57] and/or protein domains that induce head-to-tail oligomeric or polymeric clustering, [58] might play a role in phase separation of proteins.

Examples

Stress granule dynamics Stress granule dynamics.png
Stress granule dynamics

Many examples of biomolecular condensates have been characterized in the cytoplasm and the nucleus that are thought to arise by either liquid–liquid or liquid–solid phase separation.

Cytoplasmic condensates

Nuclear condensates

Formation and examples of nuclear bodies Formation and examples of nuclear membraneless compartments.png
Formation and examples of nuclear bodies

Other nuclear structures including heterochromatin form by mechanisms similar to phase separation, so can also be classified as biomolecular condensates.

Plasma membrane associated condensates

Secreted extracellular condensates

Lipid-enclosed organelles and lipoproteins are not considered condensates

Typical organelles or endosomes enclosed by a lipid bilayer are not considered biomolecular condensates. In addition, lipid droplets are surrounded by a lipid monolayer in the cytoplasm, or in milk, or in tears, [67] so appear to fall under the 'membrane bound' category. Finally, secreted LDL and HDL lipoprotein particles are also enclosed by a lipid monolayer. The formation of these structures involves phase separation to from colloidal micelles or liquid crystal bilayers, but they are not classified as biomolecular condensates, as this term is reserved for non-membrane bound organelles.

Liquid–liquid phase separation (LLPS) in biology

Biomolecular partitioning Biomolecular partitioning.png
Biomolecular partitioning

Liquid biomolecular condensates

Liquid–liquid phase separation (LLPS) generates a subtype of colloid known as an emulsion that can coalesce to form large droplets within a liquid. Ordering of molecules during liquid–liquid phase separation can generate liquid crystals rather than emulsions. In cells, LLPS produces a liquid subclass of biomolecular condensate that can behave as either an emulsion or liquid crystal.

The term biomolecular condensates was introduced in the context of intracellular assemblies as a convenient and non-exclusionary term to describe non-stoichiometric assemblies of biomolecules. [54] The choice of language here is specific and important. It has been proposed that many biomolecular condensates form through liquid–liquid phase separation (LLPS) to form colloidal emulsions or liquid crystals in living organisms, as opposed to liquid–solid phase separation to form crystals/aggregates in gels, [1] sols or suspensions within cells or extracellular secretions. [68] However, unequivocally demonstrating that a cellular body forms through liquid–liquid phase separation is challenging, [69] [47] [70] [71] because different material states (liquid vs. gel vs. solid) are not always easy to distinguish in living cells. [72] [73] The term "biomolecular condensate" directly addresses this challenge by making no assumption regarding either the physical mechanism through which assembly is achieved, nor the material state of the resulting assembly. Consequently, cellular bodies that form through liquid–liquid phase separation are a subset of biomolecular condensates, as are those where the physical origins of assembly are unknown. Historically, many cellular non-membrane bound compartments identified microscopically fall under the broad umbrella of biomolecular condensates.

In physics, phase separation can be classified into the following types of colloid, of which biomolecular condensates are one example:

Medium/phaseDispersed phase
GasLiquidSolid
Dispersion
medium
GasNo such colloids are known.
Helium and xenon are known to be immiscible under certain conditions. [74] [75]
Liquid aerosol
Examples: fog, clouds, condensation, mist, hair sprays
Solid aerosol
Examples: smoke, ice cloud, atmospheric particulate matter
Liquid Foam
Example: whipped cream, shaving cream, Gas vesicles
Emulsion or Liquid crystal
Examples: milk, mayonnaise, hand cream, latex, biological membranes, micelles, lipoproteins, silk, liquid biomolecular condensates
Sol or suspension
Examples: pigmented ink, sediment, precipitates, aggregates, fibres/fibrils/filaments, crystals, solid biomolecular condensates
SolidSolid foam
Examples: aerogel, styrofoam, pumice
Gel
Examples: agar, gelatin, jelly, gel-like biomolecular condensates
Solid sol
Example: cranberry glass

In biology, the most relevant forms of phase separation are either liquid–liquid or liquid–solid, although there have been reports of gas vesicles surrounded by a phase separated protein coat in the cytoplasm of some microorganisms. [76]

Wnt signalling

One of the first discovered examples of a highly dynamic intracellular liquid biomolecular condensate with a clear physiological function were the supramolecular complexes (Wnt signalosomes ) formed by components of the Wnt signaling pathway. [44] [61] [62] The Dishevelled (Dsh or Dvl) protein undergoes clustering in the cytoplasm via its DIX domain, which mediates protein clustering (polymerisation) and phase separation, and is important for signal transduction. [29] [30] [31] [32] [34] [44] The Dsh protein functions both in planar polarity and Wnt signalling, where it recruits another supramolecular complex (the Axin complex) to Wnt receptors at the plasma membrane. The formation of these Dishevelled and Axin containing droplets is conserved across metazoans, including in Drosophila , Xenopus , and human cells.

P granules

Another example of liquid droplets in cells are the germline P granules in Caenorhabditis elegans . [68] [47] These granules separate out from the cytoplasm and form droplets, as oil does from water. Both the granules and the surrounding cytoplasm are liquid in the sense that they flow in response to forces, and two of the granules can coalesce when they come in contact. When (some of) the molecules in the granules are studied (via fluorescence recovery after photobleaching), they are found to rapidly turnover in the droplets, meaning that molecules diffuse into and out of the granules, just as expected in a liquid droplet. The droplets can also grow to be many molecules across (micrometres) [47] Studies of droplets of the Caenorhabditis elegans protein LAF-1 in vitro [77] also show liquid-like behaviour, with an apparent viscosity Pa s. This is about a ten thousand times that of water at room temperature, but it is small enough to enable the LAF-1 droplets to flow like a liquid. Generally, interaction strength (affinity) [78] and valence (number of binding sites) [53] of the phase separating biomolecules influence their condensates viscosity, as well as their overall tendency to phase separate.

Liquid–liquid phase separation in human disease

Growing evidence suggests that anomalies in biomolecular condensates formation can lead to a number of human pathologies [79] such as cancer and neurodegenerative diseases. [80] [81]

Synthetic biomolecular condensates

Biomolecular condensates can be synthesized for a number of purposes. Synthetic biomolecular condensates are inspired by endogenous biomolecular condensates, such as nucleoli, P bodies, and stress granules, which are essential to normal cellular organization and function. [82] [83]

Synthetic condensates are an important tool in synthetic biology, and have a wide and growing range of applications. Engineered synthetic condensates allow for probing cellular organization, and enable the creation of novel functionalized biological materials, which have the potential to serve as drug delivery platforms and therapeutic agents. [84]

Design and control

Despite the dynamic nature and lack of binding specificity that govern the formation of biomolecular condensates, synthetic condensates can still be engineered to exhibit different behaviors. One popular way to conceptualize condensate interactions and aid in design is through the "sticker-spacer" framework. [85] Multivalent interaction sites, or "stickers", are separated by "spacers", which provide the conformational flexibility and physically separate individual interaction modules from one another. Proteins regions identified as 'stickers' usually consist of Intrinsically Disordered Regions (IDRs) that act as "sticky" biopolymers via short patches of interacting residues patterned along their unstructured chain, which collectively promote LLPS. [86] By modifying the sticker-spacer framework, i.e. the polypeptide and RNA sequences as well as their mixture compositions, the material properties (viscous and elastic regimes) of condensates can be tuned to design novel condensates. [87]

Other tools outside of tuning the sticker-spacer framework can be used to give new functionality and to allow for high temporal and spatial control over synthetic condensates. One way to gain temporal control over the formation and dissolution of biomolecular condensates is by using optogenetic tools. Several different systems have been developed which allow for control of condensate formation and dissolution which rely on chimeric protein expression, and light or small molecule activation. [88] In one system, [89] proteins are expressed in a cell which contain light-activated oligomerization domains fused to IDRs. Upon irradiation with a specific wavelength of light, the oligomerization domains bind each other and form a 'core', which also brings multiple IDRs close together because they are fused to the oligomerization domains. The recruitment of multiple IDRs effectively creates a new biopolymer with increased valency. This increased valency allows for the IDRs to form multivalent interactions and trigger LLPS. When the activation light is stopped, the oligomerization domains disassemble, causing the dissolution of the condensate. A similar system [90] achieves the same temporal control of condensate formation by using light-sensitive 'caged' dimerizers. In this case, light-activation removes the dimerizer cage, allowing it to recruit IDRs to multivalent cores, which then triggers phase separation. Light-activation of a different wavelength results in the dimerizer being cleaved, which then releases the IDRs from the core and consequentially dissolves the condensate. This dimerizer system requires significantly reduced amounts of laser light to operate, which is advantageous because high intensity light can be toxic to cells.

Optogenetic systems can also be modified to gain spatial control over the formation of condensates. Multiple approaches have been developed to do so. In one approach, [91] which localizes condensates to specific genomic regions, core proteins are fused to proteins such as TRF1 or catalytically dead Cas9, which bind specific genomic loci. When oligomerization is trigger by light activation, phase separation is preferentially induced on the specific genomic region which is recognized by fusion protein. Because condensates of the same composition can interact and fuse with each other, if they are tethered to specific regions of the genome, condensates can be used to alter the spatial organization of the genome, which can have effects on gene expression. [91]

As biochemical reactors

Synthetic condensates offer a way to probe cellular function and organization with high spatial and temporal control, but can also be used to modify or add functionality to the cell. One way this is accomplished is by modifying the condensate networks to include binding sites for other proteins of interest, thus allowing the condensate to serve as a scaffold for protein release or recruitment. [92] These binding sites can be modified to be sensitive to light activation or small molecule addition, thus giving temporal control over the recruitment of a specific protein of interest. By recruiting specific proteins to condensates, reactants can be concentrated to increase reaction rates or sequestered to inhibit reactivity. [93] In addition to protein recruitment, condensates can also be designed which release proteins in response to certain stimuli. In this case, a protein of interest can be fused to a scaffold protein via a photocleavable linker. Upon irradiation, the linker is broken, and the protein is released from the condensate. Using these design principles, proteins can either be released to, or sequestered from, their native environment, allowing condensates to serve as a tool to alter the biochemical activity of specific proteins with a high level of control. [92]

Methods to study condensates

A number of experimental and computational methods have been developed to examine the physico-chemical properties and underlying molecular interactions of biomolecular condensates. Experimental approaches include phase separation assays using bright-field imaging or fluorescence microscopy, and fluorescence recovery after photobleaching (FRAP), as well as rheological analysis of phase-separated droplets. [94] Computational approaches include coarse-grained molecular dynamics simulations and circuit topology analysis. [95]

Coarse-grained molecular models

Molecular dynamics and Monte Carlo simulations have been extensively used to gain insights into the formation and the material properties of biomolecular condensates. [96] Although molecular models of different resolution have been employed, [97] [98] [99] modelling efforts have mainly focused on coarse-grained models of intrinsically disordered proteins, wherein amino acid residues are represented by single interaction sites. Compared to more detailed molecular descriptions, residue-level models provide high computational efficiency, which enables simulations to cover the long length and time scales required to study phase separation. Moreover, the resolution of these models is sufficiently detailed to capture the dependence on amino acid sequence of the properties of the system. [96]

Several residue-level models of intrinsically disordered proteins have been developed in recent years. Their common features are (i) the absence of an explicit representation of solvent molecules and salt ions, (ii) a mean-field description of the electrostatic interactions between charged residues (see Debye–Hückel theory), and (iii) a set of "stickiness" parameters which quantify the strength of the attraction between pairs of amino acids. In the development of most residue-level models, the stickiness parameters have been derived from hydrophobicity scales [100] or from a bioinformatic analysis of crystal structures of folded proteins. [101] [102] Further refinement of the parameters has been achieved through iterative procedures which maximize the agreement between model predictions and a set of experiments, [103] [104] [105] [106] [107] [108] or by leveraging data obtained from all-atom molecular dynamics simulations. [102]

Residue-level models of intrinsically disordered proteins have been validated by direct comparison with experimental data, and their predictions have been shown to be accurate across diverse amino acid sequences. [103] [104] [105] [102] [107] [109] [108] Examples of experimental data used to validate the models are radii of gyration of isolated chains and saturation concentrations, which are threshold protein concentrations above which phase separation is observed. [110]

Although intrinsically disordered proteins often play important roles in condensate formation, [111] many biomolecular condensates contain multi-domain proteins constituted by folded domains connected by intrinsically disordered regions. [112] Current residue-level models are only applicable to the study of condensates of intrinsically disordered proteins and nucleic acids. [113] [102] [114] [115] [116] [108] Including an accurate description of the folded domains in these models will considerably widen their applicability. [117] [96]

Mechanical analysis of bimolecular condensates

To identify liquid-liquid phase separation and formation of condensate liquid droplets, one needs to demonstrate the liquid behaviors (viscoelasticity) of the condensates. Furthermore, mechanical processes are key to condensate related diseases, as pathological changes to condensates can lead to their solidification. Rheological methods are commonly used to demonstrate the liquid behavior of biomolecular condensates. These include active microrheological characterization by means of optical tweezers [118] [119] and scanning probe microscopy. [120]

See also

Related Research Articles

<span class="mw-page-title-main">Cytoplasm</span> All of the contents of a eukaryotic cell except the nucleus

In cell biology, the cytoplasm describes all material within a eukaryotic cell, enclosed by the cell membrane, except for the cell nucleus. The material inside the nucleus and contained within the nuclear membrane is termed the nucleoplasm. The main components of the cytoplasm are the cytosol, the organelles, and various cytoplasmic inclusions. The cytoplasm is about 80% water and is usually colorless.

<span class="mw-page-title-main">Colloid</span> Mixture of an insoluble substance microscopically dispersed throughout another substance

A colloid is a mixture in which one substance consisting of microscopically dispersed insoluble particles is suspended throughout another substance. Some definitions specify that the particles must be dispersed in a liquid, while others extend the definition to include substances like aerosols and gels. The term colloidal suspension refers unambiguously to the overall mixture. A colloid has a dispersed phase and a continuous phase. The dispersed phase particles have a diameter of approximately 1 nanometre to 1 micrometre.

An emulsion is a mixture of two or more liquids that are normally immiscible owing to liquid-liquid phase separation. Emulsions are part of a more general class of two-phase systems of matter called colloids. Although the terms colloid and emulsion are sometimes used interchangeably, emulsion should be used when both phases, dispersed and continuous, are liquids. In an emulsion, one liquid is dispersed in the other. Examples of emulsions include vinaigrettes, homogenized milk, liquid biomolecular condensates, and some cutting fluids for metal working.

In cell biology, an organelle is a specialized subunit, usually within a cell, that has a specific function. The name organelle comes from the idea that these structures are parts of cells, as organs are to the body, hence organelle, the suffix -elle being a diminutive. Organelles are either separately enclosed within their own lipid bilayers or are spatially distinct functional units without a surrounding lipid bilayer. Although most organelles are functional units within cells, some function units that extend outside of cells are often termed organelles, such as cilia, the flagellum and archaellum, and the trichocyst.

<span class="mw-page-title-main">Soft matter</span> Subfield of condensed matter physics

Soft matter or soft condensed matter is a type of matter that can be deformed or structurally altered by thermal or mechanical stress which is of similar magnitude to thermal fluctuations.

<span class="mw-page-title-main">Flocculation</span> Process by which colloidal particles come out of suspension to precipitate as floc or flake

In colloidal chemistry, flocculation is a process by which colloidal particles come out of suspension to sediment in the form of floc or flake, either spontaneously or due to the addition of a clarifying agent. The action differs from precipitation in that, prior to flocculation, colloids are merely suspended, under the form of a stable dispersion and are not truly dissolved in solution.

<span class="mw-page-title-main">Coacervate</span> Aqueous phase rich in macromolecules

Coacervate is an aqueous phase rich in macromolecules such as synthetic polymers, proteins or nucleic acids. It forms through liquid-liquid phase separation (LLPS), leading to a dense phase in thermodynamic equilibrium with a dilute phase. The dispersed droplets of dense phase are also called coacervates, micro-coacervates or coacervate droplets. These structures draw a lot of interest because they form spontaneously from aqueous mixtures and provide stable compartmentalization without the need of a membrane—they are protocell candidates.

<span class="mw-page-title-main">Stress granule</span> Cytoplasmic biomolecular condensates of proteins and RNA occurring in cells under stress

In the cellular biology, stress granules are biomolecular condensates in the cytosol composed of proteins and RNA that assemble into 0.1–2 μm membraneless organelles when the cell is under stress. The mRNA molecules found in stress granules are stalled translation pre-initiation complexes associated with 40S ribosomal subunits, translation initiation factors, poly(A)+ mRNA and RNA-binding proteins (RBPs). While they are membraneless organelles, stress granules have been proposed to be associated with the endoplasmatic reticulum. There are also nuclear stress granules. This article is about the cytosolic variety.

Poloxamers are nonionic triblock copolymers composed of a central hydrophobic chain of polyoxypropylene flanked by two hydrophilic chains of polyoxyethylene. The word poloxamer was coined by BASF inventor, Irving Schmolka, who received the patent for these materials in 1973. Poloxamers are also known by the trade names Pluronic, Kolliphor, and Synperonic.

<span class="mw-page-title-main">Macromolecular crowding</span>

The phenomenon of macromolecular crowding alters the properties of molecules in a solution when high concentrations of macromolecules such as proteins are present. Such conditions occur routinely in living cells; for instance, the cytosol of Escherichia coli contains about 300–400 mg/ml of macromolecules. Crowding occurs since these high concentrations of macromolecules reduce the volume of solvent available for other molecules in the solution, which has the result of increasing their effective concentrations. Crowding can promote formation of a biomolecular condensate by colloidal phase separation.

<span class="mw-page-title-main">Colloidal crystal</span> Ordered array of colloidal particles

A colloidal crystal is an ordered array of colloidal particles and fine grained materials analogous to a standard crystal whose repeating subunits are atoms or molecules. A natural example of this phenomenon can be found in the gem opal, where spheres of silica assume a close-packed locally periodic structure under moderate compression. Bulk properties of a colloidal crystal depend on composition, particle size, packing arrangement, and degree of regularity. Applications include photonics, materials processing, and the study of self-assembly and phase transitions.

A model lipid bilayer is any bilayer assembled in vitro, as opposed to the bilayer of natural cell membranes or covering various sub-cellular structures like the nucleus. They are used to study the fundamental properties of biological membranes in a simplified and well-controlled environment, and increasingly in bottom-up synthetic biology for the construction of artificial cells. A model bilayer can be made with either synthetic or natural lipids. The simplest model systems contain only a single pure synthetic lipid. More physiologically relevant model bilayers can be made with mixtures of several synthetic or natural lipids.

<span class="mw-page-title-main">Anthony A. Hyman</span> British biologist

Anthony Arie Hyman is a British scientist and director at the Max Planck Institute of Molecular Cell Biology and Genetics.

Messenger RNP is mRNA with bound proteins. mRNA does not exist "naked" in vivo but is always bound by various proteins while being synthesized, spliced, exported, and translated in the cytoplasm.

<span class="mw-page-title-main">Benjamin Wolozin</span> American pharmacologist and neurologist

Benjamin Wolozin is an American pharmacologist and neurologist currently at Boston University School of Medicine. He is also an Elected Fellow of the American Association for the Advancement of Science.

Signalosomes are large supramolecular protein complexes that undergo clustering and/or colloidal phase separation to form biomolecular condensates that increase the local concentration and signalling activity of the individual components. They are an example of molecular self-assembly and self-organisation in cell biology.

<span class="mw-page-title-main">Dishevelled binding antagonist of beta catenin 1</span> Developmental protein

Dishevelled binding antagonist of beta catenin 1 is a protein that in humans is encoded by the DACT1 gene. Dact1 was originally described in 2002 as a negative regulator of Wnt signaling by binding and destabilizing Dishevelled. More recent investigation into the molecular function of Dact1 has identified its principle role in the cell as a scaffold to generate membrane-less biomolecular condensates through liquid-liquid phase separation. Mutations in the phase-separating regions of Dact1 lead to Townes-Brock Syndrome 2 while its overexpression is associated with bone metastasis.

LLPS often involves sequence regions that have unique functional characteristics, as well as the presence of prion-like and RNA-binding domains. Nowadays there are just a few methods to predict the propensity of a protein to drive LLPS. The range of biological mechanisms involved in LLPS, the limited knowledge about these mechanisms and the important context-dependent component of LLPS make this problem challenging. In the last years, despite the advances in this field, just few predictors, specific for LLPS, have been developed, trying to understand the relationship between protein sequence properties and the capability to drive LLPS. Here we will revise the state-of-the-art LLPS sequence-based predictors, briefly introducing them and explaining which are the individual protein characteristics that they identify in the context of LLPS.

The arginine-glycine or arginine-glycine-glycine (RG/RGG) motif is a repeating amino acid sequence motif commonly found in RNA-binding proteins (RBPs). RGG regions in proteins are defined as two or more RG/RGG sequences within a stretch of 30 amino acids. Initially named the RGG box, it confers a protein with the ability to bind double-stranded mRNA molecules. The RGG motif has been observed in proteins from at least 12 animal species, including humans.

Ashutosh Chilkoti is an Indian American biomedical engineer, academic, researcher and serial entrepreneur. He is the Alan L. Kaganov Professor of Biomedical Engineering and Senior Associate Dean in the Pratt School of Engineering at Duke University.

References

  1. 1 2 3 Garaizar, Adiran; Espinosa, Jorge R.; Joseph, Jerelle A.; Collepardo-Guevara, Rosana (2022-03-15). "Kinetic interplay between droplet maturation and coalescence modulates shape of aged protein condensates". Scientific Reports. 12 (1): 4390. Bibcode:2022NatSR..12.4390G. doi:10.1038/s41598-022-08130-2. ISSN   2045-2322. PMC   8924231 . PMID   35293386.
  2. Farlow, William G. (1890). "Karl Wilhelm von Naegeli". Proceedings of the American Academy of Arts and Sciences. 26: 376–381. JSTOR   20013496.
  3. Wilson EB (July 1899). "The Structure of Protoplasm". Science. 10 (237): 33–45. Bibcode:1899Sci....10...33W. doi:10.1126/science.10.237.33. PMID   17829686.
  4. Hardy WB (May 1899). "On the structure of cell protoplasm: Part I. The Structure produced in a Cell by Fixative and Post-mortem change. The Structure of Colloidal matter and the Mechanism of Setting and of Coagulation". The Journal of Physiology. 24 (2): 158–210.1. doi:10.1113/jphysiol.1899.sp000755. PMC   1516635 . PMID   16992486.
  5. Montgomery T (1898). "Comparative cytological studies, with especial regard to the morphology of the nucleolus". Journal of Morphology. 15 (1): 265–582. doi:10.1002/jmor.1050150204. S2CID   84531494.
  6. Hardy WB (December 1905). "Colloidal solution. The globulins". The Journal of Physiology. 33 (4–5): 251–337. doi:10.1113/jphysiol.1905.sp001126. PMC   1465795 . PMID   16992817.
  7. Hardy WB (1912). "The tension of composite fluid surfaces and the mechanical stability of films of fluid". Proceedings of the Royal Society A. 86 (591): 610–635. Bibcode:1912RSPSA..86..610H. doi: 10.1098/rspa.1912.0053 .
  8. Leduc S (1911). "The Mechanism of Life".
  9. Oparin A. "The Origin of Life" (PDF).
  10. Haldane JB. "The Origin of Life" (PDF).
  11. Bungenberg de Jong HG, Kruyt HR. "Coacervation (partial miscibility in colloid systems". Proc. K. Ned. Akad. Wet 1929. 32: 849–856.
  12. Farrell HM (September 1973). "Models for casein micelle formation". Journal of Dairy Science. 56 (9): 1195–206. doi: 10.3168/jds.S0022-0302(73)85335-4 . PMID   4593735.
  13. 1 2 Tanaka T, Benedek GB (June 1975). "Observation of protein diffusivity in intact human and bovine lenses with application to cataract". Investigative Ophthalmology. 14 (6): 449–56. PMID   1132941.
  14. 1 2 Tanaka T, Ishimoto C, Chylack LT (September 1977). "Phase separation of a protein-water mixture in cold cataract in the young rat lens". Science. 197 (4307): 1010–2. Bibcode:1977Sci...197.1010T. doi:10.1126/science.887936. PMID   887936.
  15. 1 2 Ishimoto C, Goalwin PW, Sun ST, Nishio I, Tanaka T (September 1979). "Cytoplasmic phase separation in formation of galactosemic cataract in lenses of young rats". Proceedings of the National Academy of Sciences of the United States of America. 76 (9): 4414–6. Bibcode:1979PNAS...76.4414I. doi: 10.1073/pnas.76.9.4414 . PMC   411585 . PMID   16592709.
  16. 1 2 Thomson JA, Schurtenberger P, Thurston GM, Benedek GB (October 1987). "Binary liquid phase separation and critical phenomena in a protein/water solution". Proceedings of the National Academy of Sciences of the United States of America. 84 (20): 7079–83. Bibcode:1987PNAS...84.7079T. doi: 10.1073/pnas.84.20.7079 . PMC   299233 . PMID   3478681.
  17. 1 2 Broide ML, Berland CR, Pande J, Ogun OO, Benedek GB (July 1991). "Binary-liquid phase separation of lens protein solutions". Proceedings of the National Academy of Sciences of the United States of America. 88 (13): 5660–4. Bibcode:1991PNAS...88.5660B. doi: 10.1073/pnas.88.13.5660 . PMC   51937 . PMID   2062844.
  18. 1 2 3 Benedek GB (September 1997). "Cataract as a protein condensation disease: the Proctor Lecture". Investigative Ophthalmology & Visual Science. 38 (10): 1911–21. PMID   9331254.
  19. Waigh TA, Gidley MJ, Komanshek BU, Donald AM (September 2000). "The phase transformations in starch during gelatinisation: a liquid crystalline approach". Carbohydrate Research. 328 (2): 165–76. doi:10.1016/s0008-6215(00)00098-7. PMID   11028784.
  20. Jenkins PJ, Donald AM (1998). "Gelatinisation of starch: A combined SAXS/WAXS/DSC and SANS study". Carbohydrate Research. 308 (1–2): 133. doi:10.1016/S0008-6215(98)00079-2.
  21. Jenkins PJ, Donald AM (December 1995). "The influence of amylose on starch granule structure". International Journal of Biological Macromolecules. 17 (6): 315–21. doi:10.1016/0141-8130(96)81838-1. PMID   8789332.
  22. Jenkins PJ, Cameron RE, Donald AM (1993). "A Universal Feature in the Structure of Starch Granules from Different Botanical Sources". Starch - Stärke. 45 (12): 417. doi:10.1002/star.19930451202.
  23. Donald AM, Windle AH, Hanna S (1993). "Liquid Crystalline Polymers". Physics Today. 46 (11): 87. Bibcode:1993PhT....46k..87D. doi:10.1063/1.2809100. hdl: 2060/19900017655 .
  24. Windle, A.H.; Donald, A.D. (1992). Liquid crystalline polymers. Cambridge, UK: Cambridge University Press. ISBN   978-0-521-30666-9.
  25. Starch: structure and functionality. Cambridge, England: Royal Society of Chemistry. 1997. ISBN   978-0-85404-742-0.
  26. The importance of polymer science for biological systems: University of York. Cambridge, England: Royal Society of Chemistry. March 2008. ISBN   978-0-85404-120-6.
  27. "The Nobel Prize in Physics 1991". /www.nobelprize.org.
  28. de Gennes PG (July 2001). "Ultradivided matter". Nature. 412 (6845): 385. Bibcode:2001Natur.412..385D. doi: 10.1038/35086662 . PMID   11473291. S2CID   39983702.
  29. 1 2 Cliffe A, Hamada F, Bienz M (May 2003). "A role of Dishevelled in relocating Axin to the plasma membrane during wingless signaling". Current Biology. 13 (11): 960–6. Bibcode:2003CBio...13..960C. doi: 10.1016/S0960-9822(03)00370-1 . PMID   12781135. S2CID   15211115.
  30. 1 2 Schwarz-Romond T, Merrifield C, Nichols BJ, Bienz M (November 2005). "The Wnt signalling effector Dishevelled forms dynamic protein assemblies rather than stable associations with cytoplasmic vesicles". Journal of Cell Science. 118 (Pt 22): 5269–77. doi:10.1242/jcs.02646. PMID   16263762. S2CID   16988383.
  31. 1 2 Schwarz-Romond T, Fiedler M, Shibata N, Butler PJ, Kikuchi A, Higuchi Y, Bienz M (June 2007). "The DIX domain of Dishevelled confers Wnt signaling by dynamic polymerization". Nature Structural & Molecular Biology. 14 (6): 484–92. doi:10.1038/nsmb1247. PMID   17529994. S2CID   29584068.
  32. 1 2 3 Schwarz-Romond T, Metcalfe C, Bienz M (July 2007). "Dynamic recruitment of axin by Dishevelled protein assemblies". Journal of Cell Science. 120 (Pt 14): 2402–12. doi:10.1242/jcs.002956. PMID   17606995. S2CID   23270805.
  33. Bilic J, Huang YL, Davidson G, Zimmermann T, Cruciat CM, Bienz M, Niehrs C (June 2007). "Wnt induces LRP6 signalosomes and promotes dishevelled-dependent LRP6 phosphorylation". Science. 316 (5831): 1619–22. Bibcode:2007Sci...316.1619B. doi:10.1126/science.1137065. PMID   17569865. S2CID   25980578.
  34. 1 2 Bienz M (October 2014). "Signalosome assembly by domains undergoing dynamic head-to-tail polymerization". Trends in Biochemical Sciences. 39 (10): 487–95. doi:10.1016/j.tibs.2014.08.006. PMID   25239056.
  35. Kedersha N, Anderson P (November 2002). "Stress granules: sites of mRNA triage that regulate mRNA stability and translatability". Biochemical Society Transactions. 30 (Pt 6): 963–9. doi:10.1042/bst0300963. PMID   12440955.
  36. 1 2 An S, Kumar R, Sheets ED, Benkovic SJ (April 2008). "Reversible compartmentalization of de novo purine biosynthetic complexes in living cells". Science. 320 (5872): 103–6. Bibcode:2008Sci...320..103A. doi:10.1126/science.1152241. PMID   18388293. S2CID   24119538.
  37. Walter H, Brooks DE (March 1995). "Phase separation in cytoplasm, due to macromolecular crowding, is the basis for microcompartmentation". FEBS Letters. 361 (2–3): 135–9. Bibcode:1995FEBSL.361..135W. doi: 10.1016/0014-5793(95)00159-7 . PMID   7698310. S2CID   8843457.
  38. Walter H, Brooks D, Srere P, eds. (October 1999). Microcompartmentation and Phase Separation in Cytoplasm. Vol. 192 (1 ed.). Academic Press.
  39. Brooks DE (1999). "Can Cytoplasm Exist without Undergoing Phase Separation?". Microcompartmentation and Phase Separation in Cytoplasm. International Review of Cytology. Vol. 192. pp. 321–330. doi:10.1016/S0074-7696(08)60532-X. ISBN   9780123645968. ISSN   0074-7696. PMID   10610362.
  40. Walter, Harry (1999). "Consequences of Phase Separation in Cytoplasm". Microcompartmentation and Phase Separation in Cytoplasm. International Review of Cytology. Vol. 192. pp. 331–343. doi:10.1016/S0074-7696(08)60533-1. ISBN   9780123645968. ISSN   0074-7696. PMID   10610363.
  41. Sear, Richard P. (1999). "Phase behavior of a simple model of globular proteins". The Journal of Chemical Physics. 111 (10): 4800–4806. arXiv: cond-mat/9904426 . Bibcode:1999JChPh.111.4800S. doi:10.1063/1.479243. ISSN   0021-9606. S2CID   15005765.
  42. 1 2 Stradner A, Sedgwick H, Cardinaux F, Poon WC, Egelhaaf SU, Schurtenberger P (November 2004). "Equilibrium cluster formation in concentrated protein solutions and colloids" (PDF). Nature. 432 (7016): 492–5. Bibcode:2004Natur.432..492S. doi:10.1038/nature03109. PMID   15565151. S2CID   4373710.
  43. Iborra FJ (April 2007). "Can visco-elastic phase separation, macromolecular crowding and colloidal physics explain nuclear organisation?". Theoretical Biology & Medical Modelling. 4 (15): 15. doi: 10.1186/1742-4682-4-15 . PMC   1853075 . PMID   17430588.
  44. 1 2 3 Sear RP (May 2007). "Dishevelled: a protein that functions in living cells by phase separating". Soft Matter. 3 (6): 680–684. Bibcode:2007SMat....3..680S. doi:10.1039/b618126k. PMID   32900127.
  45. Sear RP (2008). "Phase separation of equilibrium polymers of proteins in living cells". Faraday Discussions. 139: 21–34, discussion 105–28, 419–20. Bibcode:2008FaDi..139...21S. doi:10.1039/b713076g. PMID   19048988.
  46. Dumetz AC, Chockla AM, Kaler EW, Lenhoff AM (January 2008). "Protein phase behavior in aqueous solutions: crystallization, liquid–liquid phase separation, gels, and aggregates". Biophysical Journal. 94 (2): 570–83. Bibcode:2008BpJ....94..570D. doi:10.1529/biophysj.107.116152. PMC   2157236 . PMID   18160663.
  47. 1 2 3 4 Brangwynne CP, Eckmann CR, Courson DS, Rybarska A, Hoege C, Gharakhani J, et al. (June 2009). "Germline P granules are liquid droplets that localize by controlled dissolution/condensation". Science. 324 (5935): 1729–32. Bibcode:2009Sci...324.1729B. doi: 10.1126/science.1172046 . PMID   19460965. S2CID   42229928.
  48. Larson AG, Elnatan D, Keenen MM, Trnka MJ, Johnston JB, Burlingame AL, et al. (July 2017). "Liquid droplet formation by HP1α suggests a role for phase separation in heterochromatin". Nature. 547 (7662): 236–240. Bibcode:2017Natur.547..236L. doi:10.1038/nature22822. PMC   5606208 . PMID   28636604.
  49. Nott TJ, Petsalaki E, Farber P, Jervis D, Fussner E, Plochowietz A, et al. (March 2015). "Phase transition of a disordered nuage protein generates environmentally responsive membraneless organelles". Molecular Cell. 57 (5): 936–947. doi:10.1016/j.molcel.2015.01.013. PMC   4352761 . PMID   25747659.
  50. Patel A, Lee HO, Jawerth L, Maharana S, Jahnel M, Hein MY, et al. (August 2015). "A Liquid-to-Solid Phase Transition of the ALS Protein FUS Accelerated by Disease Mutation". Cell. 162 (5): 1066–77. doi: 10.1016/j.cell.2015.07.047 . PMID   26317470.
  51. 1 2 Feric M, Vaidya N, Harmon TS, Mitrea DM, Zhu L, Richardson TM, et al. (June 2016). "Coexisting Liquid Phases Underlie Nucleolar Subcompartments". Cell. 165 (7): 1686–1697. doi:10.1016/j.cell.2016.04.047. PMC   5127388 . PMID   27212236.
  52. Riback JA, Zhu L, Ferrolino MC, Tolbert M, Mitrea DM, Sanders DW, et al. (2019-10-22). "Composition dependent phase separation underlies directional flux through the nucleolus". bioRxiv: 809210. doi: 10.1101/809210 .
  53. 1 2 Li P, Banjade S, Cheng HC, Kim S, Chen B, Guo L, et al. (March 2012). "Phase transitions in the assembly of multivalent signalling proteins". Nature. 483 (7389): 336–40. Bibcode:2012Natur.483..336L. doi:10.1038/nature10879. PMC   3343696 . PMID   22398450.
  54. 1 2 3 Banani SF, Lee HO, Hyman AA, Rosen MK (May 2017). "Biomolecular condensates: organizers of cellular biochemistry". Nature Reviews. Molecular Cell Biology. 18 (5): 285–298. doi:10.1038/nrm.2017.7. PMC   7434221 . PMID   28225081. S2CID   37694361.
  55. Wheeler RJ, Hyman AA (May 2018). "Controlling compartmentalization by non-membrane-bound organelles". Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 373 (1747): 4666–4684. doi:10.1098/rstb.2017.0193. PMC   5904305 . PMID   29632271.
  56. Garaizar A, Sanchez-Burgos I, Collepardo-Guevara R, Espinosa JR (October 2020). "Expansion of Intrinsically Disordered Proteins Increases the Range of Stability of Liquid–Liquid Phase Separation". Molecules. 25 (20): 4705. doi: 10.3390/molecules25204705 . PMC   7587599 . PMID   33076213.
  57. Kato M, McKnight SL (March 2017). "Cross-β Polymerization of Low Complexity Sequence Domains". Cold Spring Harbor Perspectives in Biology. 9 (3): a023598. doi:10.1101/cshperspect.a023598. PMC   5334260 . PMID   27836835.
  58. Bienz M (August 2020). "Head-to-Tail Polymerization in the Assembly of Biomolecular Condensates". Cell. 182 (4): 799–811. doi: 10.1016/j.cell.2020.07.037 . PMID   32822572. S2CID   221198567.
  59. Nakano A, Trie R, Tateishi K (January 1997). "Glycogen-Surfactant Complexes: Phase Behavior in a Water/Phytoglycogen/Sodium Dodecyl Sulfate (SDS) System". Bioscience, Biotechnology, and Biochemistry. 61 (12): 2063–8. doi: 10.1271/bbb.61.2063 . PMID   27396883.
  60. Esposito, Mark; Fang, Cao; Cook, Katelyn C.; Park, Nana; Wei, Yong; Spadazzi, Chiara; Bracha, Dan; Gunaratna, Ramesh T.; Laevsky, Gary; DeCoste, Christina J.; Slabodkin, Hannah (March 2021). "TGF-β-induced DACT1 biomolecular condensates repress Wnt signalling to promote bone metastasis". Nature Cell Biology. 23 (3): 257–267. doi:10.1038/s41556-021-00641-w. ISSN   1476-4679. PMC   7970447 . PMID   33723425.
  61. 1 2 Schaefer KN, Peifer M (February 2019). "Wnt/Beta-Catenin Signaling Regulation and a Role for Biomolecular Condensates". Developmental Cell. 48 (4): 429–444. doi:10.1016/j.devcel.2019.01.025. PMC   6386181 . PMID   30782412.
  62. 1 2 Gammons M, Bienz M (April 2018). "Multiprotein complexes governing Wnt signal transduction". Current Opinion in Cell Biology. 51 (1): 42–49. doi:10.1016/j.ceb.2017.10.008. PMID   29153704.
  63. Muthunayake NS, Tomares DT, Childers WS, Schrader JM (November 2020). "Phase-separated bacterial ribonucleoprotein bodies organize mRNA decay". Wiley Interdisciplinary Reviews. RNA. 11 (6): e1599. doi:10.1002/wrna.1599. PMC   7554086 . PMID   32445438.
  64. Dorone, Yanniv; Boeynaems, Steven; Jin, Benjamin; Bossi, Flavia; Flores, Eduardo; Lazarus, Elena; Michiels, Emiel; De Decker, Mathias; Baatsen, Pieter; Holehouse, Alex S.; Sukenik, Shahar; Gitler, Aaron D.; Rhee, Seung Y. (July 2021). "A prion-like protein regulator of seed germination undergoes hydration-dependent phase separation". Cell. 184 (16): 4284–4298.e27. doi:10.1016/j.cell.2021.06.009. PMC   8513799 . PMID   34233164. S2CID   221096771.
  65. Case LB, Ditlev JA, Rosen MK (May 2019). "Regulation of Transmembrane Signaling by Phase Separation". Annual Review of Biophysics. 48 (1): 465–494. doi:10.1146/annurev-biophys-052118-115534. PMC   6771929 . PMID   30951647.
  66. Muschol, Martin; Rosenberger, Franz (1997). "Liquid–liquid phase separation in supersaturated lysozyme solutions and associated precipitate formation/crystallization". The Journal of Chemical Physics. 107 (6): 1953–1962. Bibcode:1997JChPh.107.1953M. doi:10.1063/1.474547. ISSN   0021-9606.
  67. Patterson M, Vogel HJ, Prenner EJ (February 2016). "Biophysical characterization of monofilm model systems composed of selected tear film phospholipids". Biochimica et Biophysica Acta (BBA) - Biomembranes. 1858 (2): 403–14. doi: 10.1016/j.bbamem.2015.11.025 . PMID   26657693.
  68. 1 2 Tang L (February 2019). "Optogenetic tools light up phase separation". Nature Methods (Paper). 16 (2): 139. doi: 10.1038/s41592-019-0310-5 . PMID   30700901. S2CID   59525729.(subscription required)
  69. Hyman AA, Weber CA, Jülicher F (2014-10-11). "Liquid–liquid phase separation in biology". Annual Review of Cell and Developmental Biology. 30 (1): 39–58. doi: 10.1146/annurev-cellbio-100913-013325 . PMID   25288112.
  70. McSwiggen DT, Mir M, Darzacq X, Tjian R (December 2019). "Evaluating phase separation in live cells: diagnosis, caveats, and functional consequences". Genes & Development. 33 (23–24): 1619–1634. doi:10.1101/gad.331520.119. PMC   6942051 . PMID   31594803.
  71. Posey AE, Holehouse AS, Pappu RV (2018). "Phase Separation of Intrinsically Disordered Proteins". Intrinsically Disordered Proteins. Methods in Enzymology. Vol. 611. Elsevier. pp. 1–30. doi:10.1016/bs.mie.2018.09.035. ISBN   978-0-12-815649-0. PMID   30471685.
  72. Woodruff JB, Hyman AA, Boke E (February 2018). "Organization and Function of Non-dynamic Biomolecular Condensates". Trends in Biochemical Sciences. 43 (2): 81–94. doi:10.1016/j.tibs.2017.11.005. PMID   29258725.
  73. Boeynaems S, Alberti S, Fawzi NL, Mittag T, Polymenidou M, Rousseau F, et al. (June 2018). "Protein Phase Separation: A New Phase in Cell Biology". Trends in Cell Biology. 28 (6): 420–435. doi:10.1016/j.tcb.2018.02.004. PMC   6034118 . PMID   29602697.
  74. de Swaan Arons, J.; Diepen, G. A. M. (2010). "Immiscibility of gases. The system He-Xe: (Short communication)". Recueil des Travaux Chimiques des Pays-Bas. 82 (8): 806. doi:10.1002/recl.19630820810. ISSN   0165-0513.
  75. de Swaan Arons, J.; Diepen, G. A. M. (1966). "Gas—Gas Equilibria". J. Chem. Phys. 44 (6): 2322. Bibcode:1966JChPh..44.2322D. doi:10.1063/1.1727043.
  76. Bayro MJ, Daviso E, Belenky M, Griffin RG, Herzfeld J (January 2012). "An amyloid organelle, solid-state NMR evidence for cross-β assembly of gas vesicles". The Journal of Biological Chemistry. 287 (5): 3479–84. doi: 10.1074/jbc.M111.313049 . PMC   3271001 . PMID   22147705.
  77. Elbaum-Garfinkle S, Kim Y, Szczepaniak K, Chen CC, Eckmann CR, Myong S, Brangwynne CP (June 2015). "The disordered P granule protein LAF-1 drives phase separation into droplets with tunable viscosity and dynamics". Proceedings of the National Academy of Sciences of the United States of America. 112 (23): 7189–94. Bibcode:2015PNAS..112.7189E. doi: 10.1073/pnas.1504822112 . PMC   4466716 . PMID   26015579.
  78. Heidenreich M, Georgeson JM, Locatelli E, Rovigatti L, Nandi SK, Steinberg A, et al. (September 2020). "Designer protein assemblies with tunable phase diagrams in living cells". Nature Chemical Biology. 16 (9): 939–945. doi:10.1038/s41589-020-0576-z. hdl: 11573/1435875 . PMID   32661377. S2CID   220507058.
  79. Aguzzi A, Altmeyer M (July 2016). "Phase Separation: Linking Cellular Compartmentalization to Disease". Trends in Cell Biology. 26 (7): 547–558. doi:10.1016/j.tcb.2016.03.004. PMID   27051975.
  80. Shin Y, Brangwynne CP (September 2017). "Liquid phase condensation in cell physiology and disease". Science. 357 (6357): eaaf4382. doi: 10.1126/science.aaf4382 . PMID   28935776. S2CID   3693853.
  81. Alberti S, Hyman AA (October 2016). "Are aberrant phase transitions a driver of cellular aging?". BioEssays. 38 (10): 959–68. doi:10.1002/bies.201600042. PMC   5108435 . PMID   27554449.
  82. P. Ivanov, N. Kedersha, and P. Anderson, “Stress granules and processing bodies in translational control,” Cold Spring Harbor Perspectives in Biology, vol. 11, no. 5, 2019.
  83. C. P. Brangwynne, T. J. Mitchison, and A. A. Hyman, “Active liquid-like behavior of nucleoli determines their size and shape in Xenopus laevis oocytes,” Proceedings of the National Academy of Sciences of the United States of America, vol. 108, no. 11, pp. 4334–4339, 2011.
  84. D. Bracha, M. T. Walls, and C. P. Brangwynne, “Probing and engineering liquid-phase organelles,” Nature Biotechnology, vol. 37, no. 12, pp. 1435–1445, 2019.
  85. Choi, J.M.; Dar, F.; Pappu, R.V. (2019). "LASSI: A lattice model for simulating phase transitions of multivalent proteins". PLOS Computational Biology. 15 (10): e1007028. Bibcode:2019PLSCB..15E7028C. doi: 10.1371/journal.pcbi.1007028 . PMC   6822780 . PMID   31634364.
  86. Hastings, R.L.; Boeynaems, S. (June 2021). "Designer Condensates: A Toolkit for the Biomolecular Architect". Journal of Molecular Biology. 433 (12): 166837. doi: 10.1016/j.jmb.2021.166837 . PMID   33539874. S2CID   231819801.
  87. Tejedor, R.; Garaizar, A.; Ramı, J. (December 2021). "RNA modulation of transport properties and stability in phase-separated condensates". Biophysical Journal. 120 (23): 5169–5186. Bibcode:2021BpJ...120.5169T. doi:10.1016/j.bpj.2021.11.003. PMC   8715277 . PMID   34762868.
  88. C. D. Reinkemeier and E. A. Lemke, “Synthetic biomolecular condensates to engineer eukaryotic cells,” Current Opinion in Chemical Biology, vol. 64, pp. 174–181, 2021.
  89. D. Bracha, M. T. Walls, M. T. Wei, L. Zhu, M. Kurian, J. L. Avalos, J. E. Toettcher, and C. P. Brangwynne, “Mapping Local and Global Liquid Phase Behavior in Living Cells Using Photo-Oligomerizable Seeds,” Cell, vol. 175, no. 6, pp. 1467–1480.e13, 2018.
  90. H. Zhang, C. Aonbangkhen, E. V. Tarasovetc, E. R. Ballister, D. M.Chenoweth, and M. A. Lampson, “Optogenetic control of kinetochore function,” Nature Chemical Biology, vol. 13, pp. 1096–1101, Aug 2017.
  91. 1 2 Y. Shin, Y. C. Chang, D. S. Lee, J. Berry, D. W. Sanders, P. Ronceray, N. S.Wingreen, M. Haataja, and C. P. Brangwynne, “Liquid Nuclear Condensates Mechanically Sense and Restructure the Genome,” Cell, vol. 175, no. 6,pp. 1481–1491.e13, 2018.
  92. 1 2 M. Yoshikawa and S. Tsukiji, “Modularly Built Synthetic Membraneless Organelles Enabling Targeted Protein Sequestration and Release,” Biochemistry, Oct 2021.
  93. Y. Shin and C. P. Brangwynne, “Liquid phase condensation in cell physiology and disease,” Science, vol. 357, Sep 2017.
  94. Ganser, Laura R.; Myong, Sua (2020). "Methods to Study Phase-Separated Condensates and the Underlying Molecular Interactions". Trends in Biochemical Sciences. 45 (11): 1004–1005. doi:10.1016/j.tibs.2020.05.011. PMC   7697221 . PMID   32561165.
  95. Heidari, Maziar; Moes, Duane; Schullian, Otto; Scalvini, Barbara; Mashaghi, Alireza (2022). "A topology framework for macromolecular complexes and condensates". Nano Research. 15 (11): 9809–9817. Bibcode:2022NaRes..15.9809H. doi: 10.1007/s12274-022-4355-x .
  96. 1 2 3 Saar, Kadi L.; Qian, Daoyuan; Good, Lydia L.; Morgunov, Alexey S.; Collepardo-Guevara, Rosana; Best, Robert B.; Knowles, Tuomas P. J. (12 May 2023). "Theoretical and Data-Driven Approaches for Biomolecular Condensates". Chemical Reviews. 123 (14): 8988–9009. doi:10.1021/acs.chemrev.2c00586. eISSN   1520-6890. ISSN   0009-2665. PMC   10375482 . PMID   37171907.
  97. Paloni, Matteo; Bailly, Rémy; Ciandrini, Luca; Barducci, Alessandro (16 September 2020). "Unraveling Molecular Interactions in Liquid–Liquid Phase Separation of Disordered Proteins by Atomistic Simulations". The Journal of Physical Chemistry B. 124 (41): 9009–9016. doi: 10.1021/acs.jpcb.0c06288 . eISSN   1520-5207. ISSN   1520-6106. PMID   32936641.
  98. Benayad, Zakarya; von Bülow, Sören; Stelzl, Lukas S.; Hummer, Gerhard (14 December 2020). "Simulation of FUS Protein Condensates with an Adapted Coarse-Grained Model". Journal of Chemical Theory and Computation. 17 (1): 525–537. doi:10.1021/acs.jctc.0c01064. eISSN   1549-9626. ISSN   1549-9618. PMC   7872324 . PMID   33307683.
  99. Espinosa, Jorge R.; Joseph, Jerelle A.; Sanchez-Burgos, Ignacio; Garaizar, Adiran; Frenkel, Daan; Collepardo-Guevara, Rosana (June 2020). "Liquid network connectivity regulates the stability and composition of biomolecular condensates with many components". Proceedings of the National Academy of Sciences. 117 (24): 13238–13247. Bibcode:2020PNAS..11713238E. doi: 10.1073/pnas.1917569117 . eISSN   1091-6490. ISSN   0027-8424. PMC   7306995 . PMID   32482873.
  100. Dignon, Gregory L.; Zheng, Wenwei; Kim, Young C.; Best, Robert B.; Mittal, Jeetain (24 January 2018). "Sequence determinants of protein phase behavior from a coarse-grained model". PLOS Computational Biology. 14 (1): e1005941. Bibcode:2018PLSCB..14E5941D. doi: 10.1371/journal.pcbi.1005941 . eISSN   1553-7358. PMC   5798848 . PMID   29364893.
  101. Vernon, Robert McCoy; Chong, Paul Andrew; Tsang, Brian; Kim, Tae Hun; Bah, Alaji; Farber, Patrick; Lin, Hong; Forman-Kay, Julie Deborah (9 February 2018). "Pi-Pi contacts are an overlooked protein feature relevant to phase separation". eLife. 7. doi: 10.7554/eLife.31486 . eISSN   2050-084X. PMC   5847340 . PMID   29424691.
  102. 1 2 3 4 Joseph, Jerelle A.; Reinhardt, Aleks; Aguirre, Anne; Chew, Pin Yu; Russell, Kieran O.; Espinosa, Jorge R.; Garaizar, Adiran; Collepardo-Guevara, Rosana (22 November 2021). "Physics-driven coarse-grained model for biomolecular phase separation with near-quantitative accuracy". Nature Computational Science. 1 (11): 732–743. doi:10.1038/s43588-021-00155-3. eISSN   2662-8457. PMC   7612994 . PMID   35795820.
  103. 1 2 Regy, Roshan Mammen; Thompson, Jacob; Kim, Young C.; Mittal, Jeetain (24 May 2021). "Improved coarse-grained model for studying sequence dependent phase separation of disordered proteins". Protein Science. 30 (7): 1371–1379. doi:10.1002/pro.4094. eISSN   1469-896X. ISSN   0961-8368. PMC   8197430 . PMID   33934416.
  104. 1 2 Dannenhoffer-Lafage, Thomas; Best, Robert B. (20 April 2021). "A Data-Driven Hydrophobicity Scale for Predicting Liquid–Liquid Phase Separation of Proteins". The Journal of Physical Chemistry B. 125 (16): 4046–4056. doi:10.1021/acs.jpcb.0c11479. eISSN   1520-5207. ISSN   1520-6106. PMID   33876938. S2CID   233309675.
  105. 1 2 Latham, Andrew P.; Zhang, Bin (7 April 2021). "Consistent Force Field Captures Homologue-Resolved HP1 Phase Separation". Journal of Chemical Theory and Computation. 17 (5): 3134–3144. doi:10.1021/acs.jctc.0c01220. eISSN   1549-9626. ISSN   1549-9618. PMC   8119372 . PMID   33826337.
  106. Tesei, Giulio; Schulze, Thea K.; Crehuet, Ramon; Lindorff-Larsen, Kresten (29 October 2021). "Accurate model of liquid–liquid phase behavior of intrinsically disordered proteins from optimization of single-chain properties". Proceedings of the National Academy of Sciences. 118 (44). Bibcode:2021PNAS..11811696T. doi: 10.1073/pnas.2111696118 . eISSN   1091-6490. ISSN   0027-8424. PMC   8612223 . PMID   34716273.
  107. 1 2 Farag, Mina; Cohen, Samuel R.; Borcherds, Wade M.; Bremer, Anne; Mittag, Tanja; Pappu, Rohit V. (13 December 2022). "Condensates formed by prion-like low-complexity domains have small-world network structures and interfaces defined by expanded conformations". Nature Communications. 13 (1): 7722. Bibcode:2022NatCo..13.7722F. doi:10.1038/s41467-022-35370-7. eISSN   2041-1723. PMC   9748015 . PMID   36513655.
  108. 1 2 3 Valdes-Garcia, Gilberto; Heo, Lim; Lapidus, Lisa J.; Feig, Michael (6 January 2023). "Modeling Concentration-dependent Phase Separation Processes Involving Peptides and RNA via Residue-Based Coarse-Graining". Journal of Chemical Theory and Computation. 19 (2): 669–678. doi:10.1021/acs.jctc.2c00856. eISSN   1549-9626. ISSN   1549-9618. PMC   10323037 . PMID   36607820.
  109. Tesei, Giulio; Lindorff-Larsen, Kresten (17 January 2023). "Improved predictions of phase behaviour of intrinsically disordered proteins by tuning the interaction range". Open Research Europe. 2: 94. doi: 10.12688/openreseurope.14967.2 . eISSN   2732-5121. PMC   10450847 . PMID   37645312.
  110. Mittag, Tanja; Pappu, Rohit V. (June 2022). "A conceptual framework for understanding phase separation and addressing open questions and challenges". Molecular Cell. 82 (12): 2201–2214. doi:10.1016/j.molcel.2022.05.018. ISSN   1097-2765. PMC   9233049 . PMID   35675815. S2CID   249488875.
  111. Borcherds, Wade; Bremer, Anne; Borgia, Madeleine B; Mittag, Tanja (April 2021). "How do intrinsically disordered protein regions encode a driving force for liquid–liquid phase separation?". Current Opinion in Structural Biology. 67: 41–50. doi:10.1016/j.sbi.2020.09.004. ISSN   0959-440X. PMC   8044266 . PMID   33069007.
  112. Ghosh, Soumyadeep (April 28, 2023). "Scaffolds and Clients". CD-CODE Encyclopedia. Retrieved May 28, 2023.
  113. Regy, Roshan Mammen; Dignon, Gregory L; Zheng, Wenwei; Kim, Young C; Mittal, Jeetain (2 December 2020). "Sequence dependent phase separation of protein-polynucleotide mixtures elucidated using molecular simulations". Nucleic Acids Research. 48 (22): 12593–12603. doi:10.1093/nar/gkaa1099. eISSN   1362-4962. ISSN   0305-1048. PMC   7736803 . PMID   33264400.
  114. Lebold, Kathryn M.; Best, Robert B. (23 March 2022). "Tuning Formation of Protein–DNA Coacervates by Sequence and Environment". The Journal of Physical Chemistry B. 126 (12): 2407–2419. doi:10.1021/acs.jpcb.2c00424. eISSN   1520-5207. ISSN   1520-6106. PMID   35317553.
  115. Leicher, Rachel; Osunsade, Adewola; Chua, Gabriella N. L.; Faulkner, Sarah C.; Latham, Andrew P.; Watters, John W.; Nguyen, Tuan; Beckwitt, Emily C.; Christodoulou-Rubalcava, Sophia; Young, Paul G.; Zhang, Bin; David, Yael; Liu, Shixin (28 April 2022). "Single-stranded nucleic acid binding and coacervation by linker histone H1". Nature Structural & Molecular Biology. 29 (5): 463–471. doi:10.1038/s41594-022-00760-4. eISSN   1545-9985. ISSN   1545-9993. PMC   9117509 . PMID   35484234.
  116. Farr, Stephen E.; Woods, Esmae J.; Joseph, Jerelle A.; Garaizar, Adiran; Collepardo-Guevara, Rosana (17 May 2021). "Nucleosome plasticity is a critical element of chromatin liquid–liquid phase separation and multivalent nucleosome interactions". Nature Communications. 12 (1): 2883. Bibcode:2021NatCo..12.2883F. doi:10.1038/s41467-021-23090-3. eISSN   2041-1723. PMC   8129070 . PMID   34001913.
  117. Latham, Andrew P.; Zhang, Bin (February 2022). "Unifying coarse-grained force fields for folded and disordered proteins". Current Opinion in Structural Biology. 72: 63–70. doi:10.1016/j.sbi.2021.08.006. ISSN   0959-440X. PMC   9057422 . PMID   34536913.
  118. Ghosh, A., D. Kota, and H.-X. Zhou, Shear relaxation governs fusion dynamics of biomolecular condensates. Nature Communications, 2021. 12(1): p. 5995.
  119. Jawerth, L., et al., Protein condensates as aging Maxwell fluids. Science, 2020. 370(6522): p. 1317-1323.
  120. Aida Naghilou, Oskar Armbruster, Alireza Mashaghi, Scanning probe microscopy elucidates gelation and rejuvenation of biomolecular condensates. (2024) Link

Further reading