A conceptual framework for understanding phase separation and addressing open questions and challenges

A Simple Method for Generating Light-induced Clusters of Transcription Factors: Effects on the Nuclear Distribution of OCT4 and on its Interactions With Chromatin

In recent years, a wealth of evidence revealed that many transcription-related molecules concentrate in membrane less nuclear compartments which are now recognized as relevant for transcription regulation. However, many aspects of this relationship remain unclear partly due to the experimental challenges of manipulating the distribution of transcription factors (TFs) in a controlled fashion. Here, we introduce a simple procedure to generate in live cells light-induced clusters (LICs) of TFs labeled with Janelia Fluor® probes through the HaloTag. When irradiated with the appropriate laser, the photooxidation/photobleaching of fluorescent molecules leads to the formation of a cluster which grows by incorporating other TF molecules, some through weak interactions. While the method was mostly tested with OCT4, other TFs such as SOX2 and the hormone-stimulated glucocorticoid receptor also form LICs. Relevantly, the inactive receptor in stem cells fails to form LICs suggesting that the process requires certain TF conformations and/or cellular contexts. Finally, we show that the recruitment of OCT4 to large LICs lowers its nucleoplasmic concentration and modifies both the overall distribution of the TF and its interactions with chromatin. In contrast, the generation of smaller LICs triggers the dissolution of nearby natural condensates of OCT4 but does not affect its nucleoplasmic concentration and OCT4-chromatin interactions. These results suggest that OCT4 condensates act as reservoirs, buffering variations in the nucleoplasmic concentration of this TF. This new method could be a valuable tool for exploring the relation between TFs distribution, landscape of interactions with chromatin and transcriptional output.

Mineralocorticoid receptor phase separation modulates cardiac preservation

Heart transplantation is the gold standard treatment for patients with end-stage heart failure. However, there is a shortage of donor hearts available. The short tolerable cold ischemic time for delivering donor hearts to matching recipients is closely responsible for this shortage. Here we uncover the phenomenon of mineralocorticoid receptor (MR) phase separation, which exacerbates injury to the murine and human donor heart during cold storage and can be modulated with pharmacological inhibition to improve preservation quality. Interestingly, donor cardiomyocytes strongly expressed MR, which undergoes preservation-related phase separation. The phenomenon of macromolecular phase separation is not limited to the heart or MR during preservation. Cold preservation of the lung, liver and kidney also displays phase separation of other transcriptional regulators including histone deacetylase 1 (HDAC1), bromodomain-containing 4 (BRD4) and MR. Our results reveal an understudied area of preservation biology that may be further exploited to improve the preservation of multiple solid organs.

Quantitative spatial analysis of chromatin biomolecular condensates using cryoelectron tomography

Phase separation is an important mechanism to generate certain biomolecular condensates and organize the cell interior. Condensate formation and function remain incompletely understood due to difficulties in visualizing the condensate interior at high resolution. Here, we analyzed the structure of biochemically reconstituted chromatin condensates through cryoelectron tomography. We found that traditional blotting methods of sample preparation were inadequate, and high-pressure freezing plus focused ion beam milling was essential to maintain condensate integrity. To identify densely packed molecules within the condensate, we integrated deep learning-based segmentation with context-aware template matching. Our approaches were developed on chromatin condensates and were also effective on condensed regions of in situ native chromatin. Using these methods, we determined the average structure of nucleosomes to 6.1 and 12 Å resolution in reconstituted and native systems, respectively, found that nucleosomes form heterogeneous interaction networks in both cases, and gained insight into the molecular origins of surface tension in chromatin condensates. Our methods should be applicable to biomolecular condensates containing large and distinctive components in both biochemical reconstitutions and certain cellular systems.

Emerging connections: Poly(ADP-ribose), FET proteins and RNA in the regulation of DNA damage condensates

Our genome is exposed to thousands of DNA lesions every day, posing a significant threat to cellular viability. To deal with these lesions, cells have evolved sophisticated repair mechanisms collectively known as the DNA damage response. DNA double-strand breaks (DSBs) are very cytotoxic damages, and their repair requires the precise and coordinated recruitment of multiple repair factors to form nuclear foci. Recent research highlighted that these repair structures behave as biomolecular condensates, i.e. membraneless compartments with liquid-like properties. The formation of condensates is driven by weak, multivalent interactions among proteins and nucleic acids, and recent studies highlighted the roles of poly(ADP-ribose) (PAR) and RNA in regulating DSBs-related condensates. Additionally, the FET family of RNA-binding proteins (including FUS, EWS and TAF15), has emerged as a critical player in the DNA damage response, with recent evidence suggesting that FET proteins support the formation and dynamics of repair condensates. Notably, phase separation of FET proteins is implicated also in their pathological functions in cancer biology, highlighting the pervasive role of condensation. This review will provide an overview of biomolecular condensates at DSBs, focusing on the interplay among PAR and RNA in the spatiotemporal regulation of FET proteins at repair complexes. We will also discuss the role of FET condensates in cancer biology and how they are targeted for therapeutic purposes. The study of biomolecular condensates holds great promise for advancing our understanding of key cellular processes and developing novel therapeutic strategies, but requires careful consideration of potential challenges.

PSTP: accurate residue-level phase separation prediction using protein conformational and language model embeddings

Phase separation (PS) is essential in cellular processes and disease mechanisms, highlighting the need for predictive algorithms to analyze uncharacterized sequences and accelerate experimental validation. Current high-accuracy methods often rely on extensive annotations or handcrafted features, limiting their generalizability to sequences lacking such annotations and making it difficult to identify key protein regions involved in PS. We introduce Phase Separation's Transfer-learning Prediction (PSTP), which combines conformational embeddings with large language model embeddings, enabling state-of-the-art PS predictions from protein sequences alone. PSTP performs well across various prediction scenarios and shows potential for predicting novel-designed artificial proteins. Additionally, PSTP provides residue-level predictions that are highly correlated with experimentally validated PS regions. By analyzing 160 000+ variants, PSTP characterizes the strong link between the incidence of pathogenic variants and residue-level PS propensities in unconserved intrinsically disordered regions, offering insights into underexplored mutation effects. PSTP's sliding-window optimization reduces its memory usage to a few hundred megabytes, facilitating rapid execution on typical CPUs and GPUs. Offered via both a web server and an installable Python package, PSTP provides a versatile tool for decoding protein PS behavior and supporting disease-focused research.

Toward Design Principles for Biomolecular Condensates for Metabolic Pathways

Biology uses membrane-less organelles or biomolecular condensates as dynamic reaction compartments that can form or dissolve to regulate biochemical pathways. This has led to a flurry of research aiming to design new synthetic organelles that function as reaction crucibles for enzymes and biomolecular cascades in biotechnology. The mechanisms by which a condensate can enhance multistep biochemical processes including mass action, tuning the chemical environment, scaffolding and metabolic channelling is reviewed. These mechanisms are not inherently beneficial for the rate of enzymatic processes but can also inhibit a reaction. Similarly, some aspects of condensates are likely intrinsically inhibitory including retardation of diffusion, where the net effect of a condensate will be a trade-off between inhibitory and stimulatory effects. It is discussed which generalizable conclusions can be drawn so far and how close it is to design principles for condensates for enzyme cascades in microbial cell factories including which reactions are likely to be enhanced by condensates and which type of condensate will be suited for which reaction.

Phosphorylation-dependent charge blocks regulate the relaxation of nuclear speckle networks

Nuclear speckles (NSs) are viscoelastic network fluids formed via phase separation coupled to percolation (PSCP). Intermolecular crosslinks of SRRM2 lead to the emergence of system-spanning networks, although the physicochemical grammar governing SRRM2 PSCP remains poorly decoded. Here, we demonstrate that SRRM2 is extensively phosphorylated within the intrinsically disordered region (IDR), creating alternating charge blocks. We show that this specific charge pattern does not markedly alter the condensation threshold of SRRM2 in cells. Instead, SRRM2 charge blocks intensify intra-network molecular interactions to modulate the material properties of mesoscopic SRRM2 condensates. We further identify casein kinase 2 (CK2) as the upstream enzyme to catalyze SRRM2 phosphorylation. Phosphorylation of SRRM2 IDR by CK2 facilitates NS relaxation, which is associated with enhanced efficiency of mRNA splicing to safeguard genome stability during DNA damage. Our findings reveal important regulatory mechanisms of charge blocks in modulating the material properties and functions of biomolecular condensates in human cells.

A simple method for mapping the location of cross-β-forming regions within protein domains of low sequence complexity

Protein domains of low sequence complexity are unable to fold into stable, three-dimensional structures. In test tube studies, these unusual polypeptide regions can self-associate in a manner causing phase separation from aqueous solution. This form of protein:protein interaction has been implicated in numerous examples of dynamic morphological organization within eukaryotic cells. In several cases, the basis for low complexity domain (LCD) self-association and phase separation has been traced to the formation of labile cross-β structures. The primary energetic force favoring formation of these transient and reversible structures is enabled by polypeptide backbone interactions. Short, contiguous networks of peptide backbone amino groups and carbonyl oxygens are zippered together intermolecularly by hydrogen bonding as described by Linus Pauling seven decades ago. Here, we describe a simple, molecular biological method useful for the identification of localized, self-associating regions within larger protein domains of low sequence complexity.

Decoupling Phase Separation and Fibrillization Preserves Activity of Biomolecular Condensates

Age-dependent transition of metastable, liquid-like protein condensates to amyloid fibrils is an emergent phenomenon of numerous neurodegeneration-linked protein systems. A key question is whether the thermodynamic forces underlying reversible phase separation and maturation to irreversible amyloids are distinct and separable. Here, we address this question using an engineered version of the microtubule-associated protein Tau, which forms biochemically active condensates. Liquid-like Tau condensates exhibit rapid aging to amyloid fibrils under quiescent, cofactor-free conditions. Tau condensate interface promotes fibril nucleation, impairing their activity to recruit tubulin and catalyze microtubule assembly. Remarkably, a small molecule metabolite, L-arginine, selectively impedes condensate-to-fibril transition without perturbing phase separation in a valence and chemistry-specific manner. By heightening the fibril nucleation barrier, L-arginine counteracts age-dependent decline in the biochemical activity of Tau condensates. These results provide a proof-of-principle demonstration that small molecule metabolites can enhance the metastability of protein condensates against a liquid-to-amyloid transition, thereby preserving condensate function.

Phase separation as a key mechanism in plant development, environmental adaptation, and abiotic stress response

Liquid-liquid phase separation is a fundamental biophysical process in which biopolymers, such as proteins, nucleic acids, and their complexes, spontaneously demix into distinct coexisting phases. This phenomenon drives the formation of membraneless organelles-cellular subcompartments without a lipid bilayer that perform specialized functions. In plants, phase-separated biomolecular condensates play pivotal roles in regulating gene expression, from genome organization to transcriptional and post-transcriptional processes. In addition, phase separation governs plant-specific traits, such as flowering and photosynthesis. As sessile organisms, plants have evolved to leverage phase separation for rapid sensing and response to environmental fluctuations and stress conditions. Recent studies highlight the critical role of phase separation in plant adaptation, particularly in response to abiotic stress. This review compiles the latest research on biomolecular condensates in plant biology, providing examples of their diverse functions in development, environmental adaptation, and stress responses. We propose that phase separation represents a conserved and dynamic mechanism enabling plants to adapt efficiently to ever-changing environmental conditions. Deciphering the molecular mechanisms underlying phase separation in plant stress responses opens new avenues for biotechnological strategies aimed at engineering stress-resistant crops. These advancements have significant implications for agriculture, particularly in addressing crop productivity in the face of climate change.

Multiphasic protein condensation governed by shape and valency

Liquid-liquid phase separation (LLPS) of biological macromolecules leads to the formation of various membraneless organelles. The multilayered and multiphasic form of LLPS can mediate complex cellular functions; however, the determinants of its topological features are not fully understood. Herein, we focus on synaptic proteins consisting of Ca2+/calmodulin-dependent protein kinase II (CaMKII) and its interacting partners and present a computational model that reproduces forms of LLPS, including a form of two-phase condensates, phase-in-phase (PIP) organization. The model analyses reveal that the PIP formation requires competitive binding between the proteins. The PIP forms only when CaMKII has high valency and a short linker length. Such CaMKII exhibits low surface tension, a modular structure, and slow diffusion, enabling it to stay in small biochemical domains for a long time, which is necessary for synaptic plasticity. Thus, the computational modeling reveals new structure-function relationships for CaMKII as a synaptic memory unit.

Hypoxia-induced phase separation of ZHX2 alters chromatin looping to drive cancer metastasis

Hypoxia and dysregulated phase separation can both activate oncogenic transcriptomic profiles. However, whether hypoxia regulates transcription-associated phase separation remains unknown. Here, we find that zinc fingers and homeoboxes 2 (ZHX2) undergoes phase separation in response to hypoxia, promoting their occupancy on chromatin and activating a cluster of oncogene transcription that is enriched by metastatic genes distinct from the targets of hypoxia-inducible factor (HIF) and pathologically relevant to breast cancer. Hypoxia induces ZHX2 phase separation via a proline-rich intrinsically disordered region (IDR), enhancing phosphorylation of ZHX2 at S625 and S628 that incorporates CCCTC-binding factor (CTCF) in condensates to alter chromatin looping, consequently driving metastatic gene transcription and cancer metastasis. Our findings provide significant insight into oncogene activation and suggest a phase-separation-based therapeutic strategy for cancer.

Emerging roles of transcriptional condensates as temporal signal integrators

Transcription factors relay information from the external environment to gene regulatory networks that control cell physiology. To confer signalling specificity, robustness and coordination, these signalling networks use temporal communication codes, such as the amplitude, duration or frequency of signals. Although much is known about how temporal information is encoded, a mechanistic understanding of how gene regulatory networks decode signalling dynamics is lacking. Recent advances in our understanding of phase separation of transcriptional condensates provide new biophysical frameworks for both temporal encoding and decoding mechanisms. In this Perspective, we summarize the mechanisms by which transcriptional condensates could enable temporal decoding through signal adaptation, memory and persistence. We further outline methods to probe and manipulate dynamic communication codes of transcription factors and condensates to rationally control gene activation.

Treacle's ability to form liquid-like phase condensates is essential for nucleolar fibrillar center assembly, efficient rRNA transcription and processing, and rRNA gene repair

We investigated the role of the nucleolar protein Treacle in organizing and regulating the nucleolus in human cells. Our results support Treacle's ability to form liquid-like phase condensates through electrostatic interactions among molecules. The formation of these biomolecular condensates is crucial for segregating nucleolar fibrillar centers from the dense fibrillar component and ensuring high levels of ribosomal RNA (rRNA) gene transcription and accurate rRNA processing. Both the central and C-terminal domains of Treacle are required to form liquid-like condensates. The initiation of phase separation is attributed to the C-terminal domain. The central domain is characterized by repeated stretches of alternatively charged amino acid residues and is vital for condensate stability. Overexpression of mutant forms of Treacle that cannot form liquid-like phase condensates compromises the assembly of fibrillar centers, suppressing rRNA gene transcription and disrupting rRNA processing. These mutant forms also fail to recruit DNA topoisomerase II binding protein 1 (TOPBP1), suppressing the DNA damage response in the nucleolus.

Nanoscale domains govern local diffusion and aging within FUS condensates

Biomolecular condensates regulate cellular physiology by sequestering and processing RNAs and proteins, yet how these processes are locally tuned within condensates remains unclear. Moreover, in neurodegenerative diseases such as amyotrophic lateral sclerosis (ALS), condensates undergo liquid-to-solid phase transitions, but capturing early intermediates in this process has been challenging. Here, we present a surface multi-tethering approach to achieve intra-condensate single-molecule tracking of fluorescently labeled RNA and protein molecules within liquid-like condensates. Using RNA-binding protein Fused in Sarcoma (FUS) as a model for condensates implicated in ALS, we discover that RNA and protein diffusion is confined within distinct nanometer-scale domains, or nanodomains, which exhibit unique connectivity and chemical environments. During condensate aging, these nanodomains reposition, facilitating FUS fibrilization at the condensate surface, a transition enhanced by FDA-approved ALS drugs. Our findings demonstrate that nanodomain formation governs condensate function by modulating biomolecule sequestration and percolation, offering insights into condensate aging and disease-related transitions.

Nanoscale domains govern local diffusion and aging within FUS condensates

Biomolecular condensates regulate cellular physiology by sequestering and processing RNAs and proteins, yet how these processes are locally tuned within condensates remains unclear. Moreover, in neurodegenerative diseases such as amyotrophic lateral sclerosis (ALS), condensates undergo liquid-to-solid phase transitions, but capturing early intermediates in this process has been challenging. Here, we present a surface multi-tethering approach to achieve intra-condensate single-molecule tracking of fluorescently labeled RNA and protein molecules within liquid-like condensates. Using RNA-binding protein Fused in Sarcoma (FUS) as a model for condensates implicated in ALS, we discover that RNA and protein diffusion is confined within distinct nanometer-scale domains, or nanodomains, which exhibit unique connectivity and chemical environments. During condensate aging, these nanodomains reposition, facilitating FUS fibrilization at the condensate surface, a transition enhanced by FDA-approved ALS drugs. Our findings demonstrate that nanodomain formation governs condensate function by modulating biomolecule sequestration and percolation, offering insights into condensate aging and disease-related transitions.

Localising enzymes to biomolecular condensates increase their accumulation and benefits engineered metabolic pathway performance in Nicotiana benthamiana

The establishment of Nicotiana benthamiana as a robust biofactory is complicated by issues such as product toxicity and proteolytic degradation of target proteins/introduced enzymes. Here we investigate whether biomolecular condensates can be used to address these problems. We engineered biomolecular condensates in N. benthamiana leaves using transient expression of synthetic modular scaffolds. The in vivo properties of the condensates that resulted were consistent with them being liquid-like bodies with thermodynamic features typical of multicomponent phase-separating systems. We show that recruitment of enzymes to condensates in vivo led to several-fold yield increases in one- and three-step metabolic pathways (citramalate biosynthesis and poly-3-hydroxybutyrate (PHB) biosynthesis, respectively). This enhanced yield could be for several reasons including improved enzyme kinetics, metabolite channelling or avoidance of cytotoxicity by retention of the pathway product within the condensate, which was demonstrated for PHB. However, we also observed a several-fold increase in the amount of the enzymes that accumulated when they were targeted to the condensates. This suggests that the enzymes were more stable when localised to the condensate than when freely diffusing in the cytosol. We hypothesise that this stability is likely the main driver for increased pathway product production. Our findings provide a foundation for leveraging biomolecular condensates in plant metabolic engineering and advance N. benthamiana as a versatile biofactory for industrial applications.

Transcription factor hubs exhibit gene-specific properties that tune expression

The spatial and temporal control of gene expression relies on transcription factors binding to and occupying their target sites. Transcription factor hubs-localized, high-concentration microenvironments-promote transcription by facilitating binding and recruitment of transcriptional machinery and co-factors. Hubs are often thought to have emergent nucleus-wide properties depending on transcription factor nuclear concentrations and intrinsic, protein sequence-dependent properties. This global model does not account for gene-specific hub regulation. Using high-resolution lattice light-sheet microscopy in Drosophila embryos, we examined hubs formed by the morphogen transcription factor, Dorsal, at reporter genes with distinct enhancer compositions. We found that snail recruits long-lived, high-intensity hubs; sog exhibits shorter-lived, lower-intensity hubs; and hunchback , lacking Dorsal binding sites, shows only transient hub interactions. Hub intensity and interaction duration correlate with burst amplitude, RNAPII loading rate, and transcriptional output. These findings challenge the global view of hub formation and support a model where hub properties are locally tuned in a gene-specific manner to regulate transcriptional kinetics.

Inherent asymmetry of Rpd3S coordinates its nucleosome engagement and association with elongating RNA polymerase II

The Rpd3S histone deacetylase complex has a crucial role in genomic integrity by deacetylating transcribed nucleosomes following RNA polymerase (Pol) II passage. Cryo-EM studies highlight the importance of asymmetrical Rco1-Eaf3 dimers in nucleosome binding, yet the interaction dynamics with nucleosomal substrates alongside elongating Pol II are poorly understood. Here we demonstrate the essential function of the Rco1 N-terminal intrinsically disordered region (IDR) in modulating Pol II association, in which K/R mutations within the Rco1 IDR impair interaction of Rpd3S with the C-terminal domain (CTD) of Rpb1, without affecting nucleosome recognition or complex integrity. We also identify the Rco1-PHD1 and Eaf3-CHD domains as crucial for specific binding to Ser5-phosphorylated CTD. The Rco1 IDR alleviates autoinhibition from its C terminus, facilitating PHD1-CHD engagement with phosphorylated CTD. Furthermore, we reveal a conserved mechanism by which asymmetrical Rco1-Eaf3 dimers coordinate nucleosome engagement and Pol II interaction, enhancing understanding of epigenetic complexes associated with transcriptional machinery.

Signal-induced NLRP3 phase separation initiates inflammasome activation

NLRP3 inflammasome is activated by diverse stimuli including infections, intracellular and environmental irritants. How NLRP3 senses these unrelated stimuli and what activates NLRP3 remain unknown. Here we report that signal-dependent NLRP3 phase separation initiated its activation, in which the palmitoyltransferase ZDHHC7-mediated tonic NLRP3 palmitoylation and an IDR region in the FISNA domain of NLRP3 play important roles. Moreover, three conserved hydrophobic residues in the IDR critically mediate multivalent weak interactions. NLRP3-activating stimuli including K+ efflux and NLRP3-interacting molecules imiquimod, palmitate, and cardiolipin all cause NLRP3 conformational change and induce its phase separation and activation in cells and/or in vitro. Surprisingly, amphiphilic molecules like di-alcohols used to inhibit biomolecular phase separation and chemotherapeutic drugs doxorubicin and paclitaxel activate NLRP3 independently of ZDHHC7 by directly inducing NLRP3 phase separation. Mechanistically, amphiphilic molecules decrease the solubility of both palmitoylated and non-palmitoylated NLRP3 to directly induce its phase separation and activation while NLRP3 palmitoylation reduces its solubility to some extent without activation. Therefore, ZDHHC7-mediated NLRP3 palmitoylation in resting cells licenses its activation by lowering the threshold for NLRP3 phase separation in response to any of the diverse stimuli whereas NLRP3 solubility-reducing molecules like di-alcohols and chemotherapeutic drugs activate NLRP3 directly. The signal-induced NLRP3 phase separation likely provides the simplest and most direct mechanistic basis for NLRP3 activation.

Prediction of phase-separation propensities of disordered proteins from sequence

Phase separation is one possible mechanism governing the selective cellular enrichment of biomolecular constituents for processes such as transcriptional activation, mRNA regulation, and immune signaling. Phase separation is mediated by multivalent interactions of macromolecules including intrinsically disordered proteins and regions (IDRs). Despite considerable advances in experiments, theory, and simulations, the prediction of the thermodynamics of IDR phase behavior remains challenging. We combined coarse-grained molecular dynamics simulations and active learning to develop a fast and accurate machine learning model to predict the free energy and saturation concentration for phase separation directly from sequence. We validate the model using computational and previously measured experimental data, as well as new experimental data for six proteins. We apply our model to all 27,663 IDRs of chain length up to 800 residues in the human proteome and find that 1,420 of these (5%) are predicted to undergo homotypic phase separation with transfer free energies < -2 kBT. We use our model to understand the relationship between single-chain compaction and phase separation and find that changes from charge- to hydrophobicity-mediated interactions can break the symmetry between intra- and intermolecular interactions. We also provide proof of principle for how the model can be used in force field refinement. Our work refines and quantifies the established rules governing the connection between sequence features and phase-separation propensities, and our prediction models will be useful for interpreting and designing cellular experiments on the role of phase separation, and for the design of IDRs with specific phase-separation propensities.

Functional specificity in biomolecular condensates revealed by genetic complementation

Biomolecular condensates are thought to create subcellular microenvironments that regulate specific biochemical activities. Extensive in vitro work has helped link condensate formation to a wide range of cellular processes, including gene expression, nuclear transport, signalling and stress responses. However, testing the relationship between condensate formation and function in cells is more challenging. In particular, the extent to which the cellular functions of condensates depend on the nature of the molecular interactions through which the condensates form is a major outstanding question. Here, we review results from recent genetic complementation experiments in cells, and highlight how genetic complementation provides important insights into cellular functions and functional specificity of biomolecular condensates. Combined with observations from human genetic disease, these experiments suggest that diverse condensate-promoting regions within cellular proteins confer different condensate compositions, biophysical properties and functions.

Selective phase separation of transcription factors is driven by orthogonal molecular grammar

Protein production is critically dependent on gene transcription rates, which are regulated by RNA polymerase and a large collection of different transcription factors (TFs). How these transcription factors selectively address different genes is only partially known. Recent discoveries show that the differential condensation of separate TF families through phase separation may contribute to selectivity. Here we address this by conducting phase separation studies on six TFs from three different TF families with residue-scale coarse-grained molecular dynamics simulations. Our exploration of ternary TF phase diagrams reveals four dominant sticker motifs and two orthogonal driving forces that dictate the resultant condensate morphology, pointing to sequence-dependent orthogonal molecular grammar as a generic molecular mechanism that drives selective transcriptional condensation in gene expression.

Genetically-Encoded Phase Separation Sensors Enable High-Fidelity Live-Cell Probing of Biomolecular Condensates

Biomolecular condensates are membraneless compartments with enigmatic roles across intracellular phenomena. Intrinsically disordered proteins (IDPs) often function as condensate scaffolds, fueled by liquid-liquid phase separation (LLPS) dynamics. Intracellular probing of condensates relies on live-cell imaging of IDP-scaffolds tagged with fluorescent proteins. Conformational heterogeneity in IDPs, however, renders them uniquely susceptible to artifacts from tagging. Probing epidermal condensates in skin, we recently introduced genetically-encoded LLPS-sensors that circumvent the need for molecular-level tagging of skin IDPs. Departing from subcellular tracking of IDP-scaffolds, LLPS-sensors report on the assembly and liquid-like dynamics of their condensates. Here, we demonstrate biomolecular approaches for the evolution and tunability of epidermal LLPS-sensors and assess their impact in the early and late stages of intracellular phase separation. Benchmarking against scaffold-bound fluorescent reporters, we discovered that tunable ultraweak scaffold-sensor interactions uniquely enable the sensitive and innocuous probing of nascent and established biomolecular condensates. Our LLPS-sensitive tools pave the way for the high-fidelity intracellular probing of IDP-governed biomolecular condensates across biological systems.

Interaction networks within biomolecular condensates feature topological cliques near the interface

Biomolecular condensates are typically maintained by networks of molecular interactions, with canonical examples including those formed by prion-like low complexity domains (LCDs) of proteins. Single-component LCD condensates have been predicted to exhibit small-world network topologies and spatial inhomogeneities in protein compaction. Here, we systematically characterize molecular networks underlying condensates and investigate the relationship between single molecule properties and network topologies. We employ a chemically specific coarse-grained model to probe LCD condensates and generalize our findings by varying sequence hydrophobicity via a generic model that describes "hydrophobic-polar" (HP) polymers. For both model systems, we find that condensates are sustained by small-world network topologies featuring molecular "hubs" and "cliques". Molecular hubs with high network betweenness centrality localize near the centers of condensates and adopt more elongated conformations. In contrast, network cliques-densely interacting molecules that form locally fully connected subgraphs-are bridged by hubs and tend to localize near the condensate interface. Interestingly, we find power-law relationships between the structure and dynamics of individual molecules and network betweenness centrality, which describes molecular connectivity. Thus, our work demonstrates that inhomogeneities in condensate network connectivity can be predicted from single-molecule properties. Furthermore, we find that network cliques have longer lifetimes and that their constituent molecules remain spatially constrained, suggesting a role in shaping interface material properties.

Emerging biophysical origins and pathogenic implications of amyloid oligomers

The amyloid hypothesis has been a leading narrative concerning the pathophysiological foundation of Alzheimer's and Parkinson's disease. At the two ends of the hypothesis lie the functional protein monomers and the pathology-defining amyloid fibrils, while the early stages of protein aggregation are populated by polymorphic, transient and neurotoxic oligomers. As the structure and activity of oligomers are intertwined, here we show oligomers arising from liquid-liquid phase separation and β-barrel formation, their routes to neurodegeneration, and their role in cerebrovascular perturbation. Together, this Perspective converges on the multifaceted oligomer-axis central to the pathological origin and, hence, the treatment of amyloid diseases.

Microphase separation produces interfacial environment within diblock biomolecular condensates

The phase separation of intrinsically disordered proteins is emerging as an important mechanism for cellular organization. However, efforts to connect protein sequences to the physical properties of condensates, that is, the molecular grammar, are hampered by a lack of effective approaches for probing high-resolution structural details. Using a combination of multiscale simulations and fluorescence lifetime imaging microscopy experiments, we systematically explored a series of systems consisting of diblock elastin-like polypeptides (ELPs). The simulations succeeded in reproducing the variation of condensate stability upon amino acid substitution and revealed different microenvironments within a single condensate, which we verified with environmentally sensitive fluorophores. The interspersion of hydrophilic and hydrophobic residues and a lack of secondary structure formation result in an interfacial environment, which explains both the strong correlation between ELP condensate stability and interfacial hydrophobicity scales, as well as the prevalence of protein-water hydrogen bonds. Our study uncovers new mechanisms for condensate stability and organization that may be broadly applicable.

Synthesis and Characterization of Phase-Separated Extracellular Condensates in Interactions with Cells

Biomolecular condensates formed through liquid-liquid phase separation play key roles in intracellular organization and signaling, yet their function in extracellular environments remains largely unexplored. Here, we establish a model using heparan sulfate, a key component of the extracellular matrix, to study extracellular condensate-cell interactions. We demonstrate that heparan sulfate can form condensates with a positively charged counterpart in serum-containing solutions, mimicking the complexity of extracellular fluid, and supporting cell viability. We observe that these condensates adhere to cell membranes and remain stable, enabling a versatile platform for examining extracellular condensate dynamics and quantifying their rheological properties as well as their adhesion forces with cellular surfaces. Our findings and methodology open new avenues for understanding the organizational roles of condensates beyond cellular boundaries.

Bacterial XopR subverts RIN4 complex-mediated plant immunity via plasma membrane-associated percolation

Phytobacteria release type 3 effectors (T3Es) abundant in intrinsically disordered regions (IDRs) to undermine plant defenses. How flexible IDRs contribute to T3Es' function in subverting plant immunity remains unclear. Here, we identify a plant plasma membrane (PM)-associated macromolecular condensation mechanism that governs the sophisticated interplay between T3E XopR and the plant's Resistance to Pseudomonas syringae pv. maculicola 1 (RPM1)-interacting protein 4 (RIN4) immune complex. Upon deployment into plants, XopR undergoes PM association, percolation clustering, and spanning networking on the PM, ranging from subnanomolar to tens of nanomolar. This spatiotemporal building of the XopR network enables an efficient manipulation of plant surface immune regulators, including a coiled-coil nucleotide-binding leucine-rich repeat receptor (CNL)-guardee complex with highly disordered RIN4. When XopR hijacks and fluidizes the RIN4-RPM1 condensates, Arabidopsis shows reduced RIN4 phosphorylation and diminished RPM1-activated defense in vivo, consistent with XopR-impaired RIN4 phosphorylation by RPM1-interacting protein kinase (RIPK). Our research illuminates the mechanism underlying the dynamic interplay between bacterial T3Es and plant receptor complex condensates during infection.

Decoupling Phase Separation and Fibrillization Preserves Activity of Biomolecular Condensates

Age-dependent transition of metastable, liquid-like protein condensates to amyloid fibrils is an emergent phenomenon of numerous neurodegeneration-linked protein systems. A key question is whether the thermodynamic forces underlying reversible phase separation and maturation to irreversible amyloids are distinct and separable. Here, we address this question using an engineered version of the microtubule-associated protein Tau, which forms biochemically active condensates. Liquid-like Tau condensates exhibit rapid aging to amyloid fibrils under quiescent, cofactor-free conditions. Tau condensate interface promotes fibril nucleation, impairing their activity to recruit tubulin and catalyze microtubule assembly. Remarkably, a small molecule metabolite, L-arginine, selectively impedes condensate-to-fibril transition without perturbing phase separation in a valence and chemistry-specific manner. By heightening the fibril nucleation barrier, L-arginine counteracts age-dependent decline in the biochemical activity of Tau condensates. These results provide a proof-of-principle demonstration that small molecule metabolites can enhance the metastability of protein condensates against a liquid-to-amyloid transition, thereby preserving condensate function.

Nuclear and genome dynamics underlying DNA double-strand break repair

Changes in nuclear shape and in the spatial organization of chromosomes in the nucleus commonly occur in cancer, ageing and other clinical contexts that are characterized by increased DNA damage. However, the relationship between nuclear architecture, genome organization, chromosome stability and health remains poorly defined. Studies exploring the connections between the positioning and mobility of damaged DNA relative to various nuclear structures and genomic loci have revealed nuclear and cytoplasmic processes that affect chromosome stability. In this Review, we discuss the dynamic mechanisms that regulate nuclear and genome organization to promote DNA double-strand break (DSB) repair, genome stability and cell survival. Genome dynamics that support DSB repair rely on chromatin states, repair-protein condensates, nuclear or cytoplasmic microtubules and actin filaments, kinesin or myosin motor proteins, the nuclear envelope, various nuclear compartments, chromosome topology, chromatin loop extrusion and diverse signalling cues. These processes are commonly altered in cancer and during natural or premature ageing. Indeed, the reshaping of the genome in nuclear space during DSB repair points to new avenues for therapeutic interventions that may take advantage of new cancer cell vulnerabilities or aim to reverse age-associated defects.

Coarse-Grained Model of Disordered RNA for Simulations of Biomolecular Condensates

Protein-RNA condensates are involved in a range of cellular activities. Coarse-grained molecular models of intrinsically disordered proteins have been developed to shed light on and predict single-chain properties and phase separation. An RNA model compatible with such models for disordered proteins would enable the study of complex biomolecular mixtures involving RNA. Here, we present a sequence-independent coarse-grained, two-beads-per-nucleotide model of disordered, flexible RNA based on a hydropathy scale. We parametrize the model, which we term CALVADOS-RNA, using a combination of bottom-up and top-down approaches to reproduce local RNA geometry and intramolecular interactions based on atomistic simulations and in vitro experiments. The model semiquantitatively captures several aspects of RNA-RNA and RNA-protein interactions. We examined RNA-RNA interactions by comparing calculated and experimental virial coefficients and nonspecific RNA-protein interaction by studying the reentrant phase behavior of protein-RNA mixtures. We demonstrate the utility of the model by simulating the formation of mixed condensates consisting of the disordered region of MED1 and RNA chains and the selective partitioning of disordered regions from transcription factors into these and compare the results to experiments. Despite the simplicity of our model, we show that it captures several key aspects of protein-RNA interactions and may therefore be used as a baseline model to study several aspects of the biophysics and biology of protein-RNA condensates.

One-Step Immunoassay for Biomarker Quantification in Complex Mixtures Based on Phase-Separated Antifouling Coacervates

We develop and present a one-pot sandwich immunoassay (termed oneSTEP) to detect target biomolecules in complex biological fluids based on programmable zwitterionic polymer coacervates. We design these coacervates to selectively recruit target analytes with ultralow nonspecific adsorption. We show that dynamic compartmentalization combined with local target enrichment delivers a rapid and wash-free sandwich immunoassay with high specificity and a high signal-to-noise ratio. The fluorescence-based readout is performed using standard microscopy methods and flow cytometry. We demonstrate the capabilities of the oneSTEP assay by detecting complement component 5 in human serum and the spike protein of severe acute respiratory syndrome coronavirus 2 in artificial saliva with a limit of detection of 300 pM. The results highlight the potential of the oneSTEP sandwich immunoassay as complementary to bead-based approaches in high-throughput screening studies as well as clinical diagnostics.

Prediction of small-molecule partitioning into biomolecular condensates from simulation

Predicting small-molecule partitioning into biomolecular condensates is key to developing drugs that selectively target aberrant condensates. However, the molecular mechanisms underlying small-molecule partitioning remain largely unknown. Here, we first exploit atomistic molecular dynamics simulations of model condensates to elucidate physicochemical rules governing small-molecule partitioning. We find that while hydrophobicity is a major determinant, solubility becomes a stronger regulator of partitioning in more polar condensates. Additionally, more polar condensates exhibit selectivity toward certain compounds, suggesting that condensate-specific therapeutics can be engineered. Building on these insights, we develop minimal models (MAPPS) for efficient prediction of small-molecule partitioning into biologically relevant condensates. We demonstrate that this approach reproduces atomistic partition coefficients in both model systems and condensates composed of the low complexity domain (LCD) of FUS. Applying MAPPS to various LCD-based condensates shows that protein sequence can exert a selective pressure, thereby influencing small-molecule partitioning. Collectively, our findings reveal that partitioning is driven by both small-molecule-protein affinity and the complex interplay between the compounds and the condensate chemical environment.

Granular component sub-phases direct ribosome biogenesis in the nucleolus

The hierarchical, multiphase organization of the nucleolus underlies ribosome biogenesis. Ribonucleoprotein particles that regulate ribosomal subunit assembly are heterogeneously disposed in the granular component (GC) of the nucleolus. However, the molecular origins of the GC's spatial heterogeneity and its association with ribosomal subunit assembly remain poorly understood. Here, using super-resolution microscopy, we uncover that key GC biomolecules, including nucleophosmin (NPM1), surfeit locus protein 6 (SURF6), and ribosomal RNA (rRNA), are heterogeneously localized within sub-phases in the GC. In vitro reconstitution showed that these GC biomolecules form multiphase condensates with SURF6/rRNA-rich core and NPM1-rich shell, providing a mechanistic basis for GC's spatial heterogeneity. SURF6's association with rRNA is weakened upon ribosome subunit assembly, enabling NPM1 to extract assembled subunits from condensates-suggesting an assembly-line-like mechanism of subunit efflux from the GC. Our results establish a framework for understanding the heterogeneous structure of the GC and reveal how its distinct sub-phases facilitate ribosome subunit assembly.

Electrostatics of salt-dependent reentrant phase behaviors highlights diverse roles of ATP in biomolecular condensates

Liquid-liquid phase separation (LLPS) involving intrinsically disordered protein regions (IDRs) is a major physical mechanism for biological membraneless compartmentalization. The multifaceted electrostatic effects in these biomolecular condensates are exemplified here by experimental and theoretical investigations of the different salt- and ATP-dependent LLPSs of an IDR of messenger RNA-regulating protein Caprin1 and its phosphorylated variant pY-Caprin1, exhibiting, for example, reentrant behaviors in some instances but not others. Experimental data are rationalized by physical modeling using analytical theory, molecular dynamics, and polymer field-theoretic simulations, indicating that interchain ion bridges enhance LLPS of polyelectrolytes such as Caprin1 and the high valency of ATP-magnesium is a significant factor for its colocalization with the condensed phases, as similar trends are observed for other IDRs. The electrostatic nature of these features complements ATP's involvement in π-related interactions and as an amphiphilic hydrotrope, underscoring a general role of biomolecular condensates in modulating ion concentrations and its functional ramifications.

Chaperone-Mediated Heterotypic Phase Separation Prevents the Amyloid Formation of the Pathological Y145Stop Prion Protein Variant

Biomolecular condensates formed via phase separation of proteins and nucleic acids are crucial for the spatiotemporal regulation of a diverse array of essential cellular functions and the maintenance of cellular homeostasis. However, aberrant liquid-to-solid phase transitions of such condensates are associated with several fatal human diseases. Such dynamic membraneless compartments can contain a range of molecular chaperones that can regulate the phase behavior of proteins involved in the formation of these biological condensates. Here, we show that a heat shock protein 40 (Hsp40), Ydj1, exhibits a holdase activity by potentiating the phase separation of a disease-associated stop codon mutant of the prion protein (Y145Stop) either by recruitment into Y145Stop condensates or via Y145Stop-Ydj1 two-component heterotypic phase separation that arrests the conformational conversion of Y145Stop into amyloid fibrils. Utilizing site-directed mutagenesis, multicolor fluorescence imaging, single-droplet steady-state and picosecond time-resolved fluorescence anisotropy, fluorescence recovery after photobleaching, and fluorescence correlation spectroscopy, we delineate the complex network of interactions that govern the heterotypic phase separation of Y145Stop and Ydj1. We also show that the properties of such heterotypic condensates can further be tuned by RNA that promotes the formation of multicomponent multiphasic protein-RNA condensates. Our vibrational Raman spectroscopy results in conjunction with atomic force microscopy imaging reveal that Ydj1 effectively redirects the self-assembly of Y145Stop towards a dynamically-arrested non-amyloidogenic pathway, preventing the formation of typical amyloid fibrils. Our findings underscore the importance of chaperone-mediated heterotypic phase separation in regulating aberrant phase transitions and amyloid formation associated with a wide range of deadly neurodegenerative diseases.

The mechanobiology of biomolecular condensates

The central goal of mechanobiology is to understand how the mechanical forces and material properties of organelles, cells, and tissues influence biological processes and functions. Since the first description of biomolecular condensates, it was hypothesized that they obtain material properties that are tuned to their functions inside cells. Thus, they represent an intriguing playground for mechanobiology. The idea that biomolecular condensates exhibit diverse and adaptive material properties highlights the need to understand how different material states respond to external forces and whether these responses are linked to their physiological roles within the cell. For example, liquids buffer and dissipate, while solids store and transmit mechanical stress, and the relaxation time of a viscoelastic material can act as a mechanical frequency filter. Hence, a liquid-solid transition of a condensate in the force transmission pathway can determine how mechanical signals are transduced within and in-between cells, affecting differentiation, neuronal network dynamics, and behavior to external stimuli. Here, we first review our current understanding of the molecular drivers and how rigidity phase transitions are set forth in the complex cellular environment. We will then summarize the technical advancements that were necessary to obtain insights into the rich and fascinating mechanobiology of condensates, and finally, we will highlight recent examples of physiological liquid-solid transitions and their connection to specific cellular functions. Our goal is to provide a comprehensive summary of the field on how cells harness and regulate condensate mechanics to achieve specific functions.

Non-Stoichiometric Amorphous Calcium Carbonate Forms in Macromolecular Condensates via Interphase Diffusion

Transient amorphous phases are known as functional precursors in the formation of crystalline materials, both in vivo and in vitro. A common route to regulate amorphous calcium carbonate (ACC) crystallization is via direct interactions with negatively charged macromolecules. However, a less explored phenomenon that can influence such systems is the electrostatically driven formation of Ca-macromolecule dense phases. In this study, it is shown how Ca-macromolecule condensates that form via liquid-liquid phase separation (LLPS) can be used to control the formation of metastable ACC via diffusion-based mass transport. Contrary to the solid-like ACC particles that form in the dilute phase via rapid nucleation and growth, the condensate ACC gradually forms via carbonate diffusion into the dense droplets. This yields transient phases with non-stoichiometric compositions, similar to a solid solution. It is shown that the ability to control the concentration gradients across the phase boundary can be used to finely regulate the composition and stability of these amorphous precursors, offering new routes to control mineralization through transient phases.

Biomolecular Condensates in Telomere Maintenance of ALT Cancer Cells

Alternative Lengthening of Telomeres (ALT) pathway is a telomerase-independent mechanism that utilizes homology-directed repair (HDR) to sustain telomere length in specific cancers. Biomolecular condensates, such as ALT-associated promyelocytic leukemia nuclear bodies (APBs), have emerged as critical players in the ALT pathway, supporting telomere maintenance in ALT-positive cells. These condensates bring together DNA repair proteins, telomeric repeats, and other regulatory elements. By regulating replication stress and promoting DNA synthesis, ALT condensates create an environment conducive to HDR-based telomere extension. This review explores recent advancements in ALT, focusing on understanding the role of biomolecular condensates in ALT and how they impact telomere dynamics and stability.

The non-canonical Smoothened-AMPK axis regulates Smaug1 biomolecular condensates

Biomolecular condensates (BMCs) emerge as important players in RNA regulation. The RNA-binding protein Smaug forms cytosolic BMCs in mammals, insects and yeasts and affects mitochondrial function and/or responses to nutrient deprivation. Here, we found that the non-canonical activation of the Smoothened (SMO)-AMPK pathway, which is known to affect energy metabolism, triggers the immediate disassembly of BMCs formed by a number of human and rodent Smaug orthologs, whereas processing bodies remain rather unaltered. A non-phosphorylatable SMO mutant abrogated the effect, involving SMO phosphorylation in human (h)Smaug1 (also known as SAMD4A) BMCs regulation. Three mechanistically different SMO ligands, namely SAG, GSA-10 and cyclopamine, elicited a similar response, which was blocked upon AMPK pharmacological inhibition. Polysome disassembly by puromycin halted Smaug1 BMC dissolution, thus suggesting that unbound transcripts became translationally active. Single-molecule fluorescent in situ hybridization illustrated the release of UQCRC1 mRNA. Finally, Smaug1 is a phosphoprotein bound by 14-3-3 proteins, and the competitive inhibitor difopein blocked the response to non-canonical SMO stimulation. We propose that the regulated condensation and dispersion of Smaug1 BMCs generate translational changes that contribute to metabolic regulation downstream of the non-canonical SMO-AMPK axis.

Transcription regulation by biomolecular condensates

Biomolecular condensates regulate transcription by dynamically compartmentalizing the transcription machinery. Classic models of transcription regulation focus on the recruitment and regulation of RNA polymerase II by the formation of complexes at the 1-10 nm length scale, which are driven by structured and stoichiometric interactions. These complexes are further organized into condensates at the 100-1,000 nm length scale, which are driven by dynamic multivalent interactions often involving domain-ligand pairs or intrinsically disordered regions. Regulation through condensate-mediated organization does not supersede the processes occurring at the 1-10 nm scale, but it provides regulatory mechanisms for promoting or preventing these processes in the crowded nuclear environment. Regulation of transcription by transcriptional condensates is involved in cell state transitions during animal and plant development, cell signalling and cellular responses to the environment. These condensate-mediated processes are dysregulated in developmental disorders, cancer and neurodegeneration. In this Review, we discuss the principles underlying the regulation of transcriptional condensates, their roles in physiology and their dysregulation in human diseases.

Driving Forces of RNA Condensation Revealed through Coarse-Grained Modeling with Explicit Mg2

RNAs are major drivers of phase separation in the formation of biomolecular condensates, and can undergo protein-free phase separation in the presence of divalent ions or crowding agents. Much remains to be understood regarding how the complex interplay of base stacking, base pairing, electrostatics, ion interactions, and particularly structural propensities governs RNA phase behavior. Here we develop an intermediate resolution model for condensates of RNAs (iConRNA) that can capture key local and long-range structure features of dynamic RNAs and simulate their spontaneous phase transitions with Mg2+. Representing each nucleotide using 6-7 beads, iConRNA accurately captures base stacking and pairing and includes explicit Mg2+. The model does not only reproduce major conformational properties of poly(rA) and poly(rU), but also correctly folds small structured RNAs and predicts their melting temperatures. With an effective model of explicit Mg2+, iConRNA successfully recapitulates experimentally observed lower critical solution temperature phase separation of poly(rA) and triplet repeats, and critically, the nontrivial dependence of phase transitions on RNA sequence, length, concentration, and Mg2+ level. Further mechanistic analysis reveals a key role of RNA folding in modulating phase separation as well as its temperature and ion dependence, besides other driving forces such as Mg2+-phosphate interactions, base stacking, and base pairing. These studies also support iConRNA as a powerful tool for direct simulation of RNA-driven phase transitions, enabling molecular studies of how RNA conformational dynamics and its response to complex condensate environment control the phase behavior and condensate material properties.

SIGNIFICANCE STATEMENT

Dynamic RNAs and proteins are major drivers of biomolecular phase separation that has been recently discovered to underlie numerous biological processes and be involved in many human diseases. Molecular simulation has an indispensable role to play in dissecting the driving forces and regulation of biomolecular phase separation. The current work describes a high-resolution coarse-grained RNA model that is capable of describing the structure dynamics and complex sequence, concentration, temperature and ion dependent phase transitions of flexible RNAs. The study further reveals a central role of RNA folding in coordinating Mg2+-phosphate interactions, base stacking, and base pairing to drive phase separation, paving the road for studies of RNA-mediated phase separation in relevant biological contexts.

Nanometer condensate organization in live cells derived from partitioning measurements

Biomolecules associate, forming condensates that house essential biochemical processes, including ribosome biogenesis. Unraveling how condensates shape macromolecular assembly and transport requires cellular measurements of nanoscale structure. Here, we determine the organization around and between specific proteins at nanometer resolution within condensates, deploying thermodynamic principles to interpret partitioning measurements of designed protein probes. When applied to the nucleolus as a proof of principle, the data reveals considerable inhomogeneity, deviating from that expected within a liquid-like phase. The inhomogeneity can be attributed to ribosome biogenesis, with the local meshwork weakening as biogenesis progresses, facilitating transport. Beyond introducing an innovative modality for biophysical interrogation, our results suggest condensates are far from uniform, simple liquids, a property we conjecture enables regulation and proofreading.

Direct ionic stress sensing and mitigation by the transcription factor NFAT5

Rising temperatures and water scarcity caused by climate change are increasingly exposing our cells and tissues to ionic stress, a consequence of elevated cytoplasmic ionic strength that can disrupt protein, organelle, and genome function. Here, we unveil a single-protein mechanism for ionic strength sensing and mitigation in animal cells, one that is notably different from the analogous high osmolarity glycerol kinase cascade in yeast. The Rel family transcription factor NFAT5 directly senses intracellular ionic strength using a C-terminal prion-like domain (PLD). In response to elevated intracellular ionic strength, this PLD is necessary and sufficient to coordinate an adaptive gene expression program by recruiting the transcriptional coactivator BRD4. The purified NFAT5 PLD forms condensates in response to elevated solution ionic strength in vitro, and human NFAT5 alone is sufficient to reconstitute a mammalian transcriptional response to ionic stress in yeast. We propose that ion-sensitive conformational changes in a PLD directly regulate transcription to maintain ionic strength homeostasis in animal cells.

Liquid condensates: a new barrier to loop extrusion?

Liquid-liquid phase separation (LLPS), driven by dynamic, low-affinity multivalent interactions of proteins and RNA, results in the formation of macromolecular condensates on chromatin. These structures are likely to provide high local concentrations of effector factors responsible for various processes including transcriptional regulation and DNA repair. In particular, enhancers, super-enhancers, and promoters serve as platforms for condensate assembly. In the current paradigm, enhancer-promoter (EP) interaction could be interpreted as a result of enhancer- and promoter-based condensate contact/fusion. There is increasing evidence that the spatial juxtaposition of enhancers and promoters could be provided by loop extrusion (LE) by SMC complexes. Here, we propose that condensates may act as barriers to LE, thereby contributing to various nuclear processes including spatial contacts between regulatory genomic elements.

catGRANULE 2.0: accurate predictions of liquid-liquid phase separating proteins at single amino acid resolution

Liquid-liquid phase separation (LLPS) enables the formation of membraneless organelles, essential for cellular organization and implicated in diseases. We introduce catGRANULE 2.0 ROBOT, an algorithm integrating physicochemical properties and AlphaFold-derived structural features to predict LLPS at single-amino-acid resolution. The method achieves high performance and reliably evaluates mutation effects on LLPS propensity, providing detailed predictions of how specific mutations enhance or inhibit phase separation. Supported by experimental validations, including microscopy data, it predicts LLPS across diverse organisms and cellular compartments, offering valuable insights into LLPS mechanisms and mutational impacts. The tool is freely available at https://tools.tartaglialab.com/catgranule2 and https://doi.org/10.5281/zenodo.14205831 .

Concentration buffering and noise reduction in non-equilibrium phase-separating systems

Biomolecular condensates have been proposed to buffer intracellular concentrations and reduce noise. However, concentrations need not be buffered in multicomponent systems, leading to a non-constant saturation concentration (csat) when individual components are varied. Simplified equilibrium considerations suggest that noise reduction might be closely related to concentration buffering and that a fixed saturation concentration is required for noise reduction to be effective. Here, we present a theoretical analysis to demonstrate that these suggestions do not apply to mesoscopic fluctuating systems. We show that concentration buffering and noise reduction are distinct concepts, which cannot be used interchangeably. We further demonstrate that concentration buffering and a constant csat are neither necessary nor sufficient for noise reduction to be effective. Clarity about these concepts is important for studying the role of condensates in controlling cellular noise and for the interpretation of concentration relationships in cells. A record of this paper's transparent peer review process is included in the supplemental information.

Decoding phase separation of prion-like domains through data-driven scaling laws

Proteins containing prion-like low complexity domains (PLDs) are common drivers of the formation of biomolecular condensates and are prone to misregulation due to amino acid mutations. Here, we exploit the accuracy of our residue-resolution coarse-grained model, Mpipi, to quantify the impact of amino acid mutations on the stability of 140 PLD mutants from six proteins (hnRNPA1, TDP43, FUS, EWSR1, RBM14, and TIA1). Our simulations reveal the existence of scaling laws that quantify the range of change in the critical solution temperature of PLDs as a function of the number and type of amino acid sequence mutations. These rules are consistent with the physicochemical properties of the mutations and extend across the entire family tested, suggesting that scaling laws can be used as tools to predict changes in the stability of PLD condensates. Our work offers a quantitative lens into how the emergent behavior of PLD solutions vary in response to physicochemical changes of single PLD molecules.

Expanding the molecular grammar of polar residues and arginine in FUS phase separation

A molecular grammar governing low-complexity prion-like domain phase separation (PS) has identified tyrosine and arginine as primary drivers via aromatic-aromatic and aromatic-arginine interactions. Here we show that additional residues and contacts contribute to PS, highlighting the need to include these contributions in PS theories and models. Tyrosine and arginine make important contacts beyond tyrosine-tyrosine and tyrosine-arginine, including arginine-arginine contacts. Among polar residues, glutamine contributes to PS with sequence and position specificity, contacting tyrosine, arginine and other residues, both before PS and in condensed phases. The flexibility of glycine enhances PS by allowing favorable contacts between adjacent residues and inhibits the liquid-to-solid transition. Polar residues also make sequence-specific contributions to liquid-to-solid transition, with serine positions linked to the formation of an amyloid-core structure by the FUS low-complexity domain. Hence, an extended molecular grammar expands the role of arginine and polar residues in prion-like domain protein PS and reveals the position dependence of residue contribution to solidification.