Nature Cell Biology

The proportional scaling between nuclear and cell size was first described more than 150 years ago and is among the most conserved features of cellular organization. Yet the mechanisms that establish this scaling and its physiological significance have remained unresolved. Here, we address both questions by combining image-enabled cell sorting with genome-wide CRISPR screening, transcriptomics and functional analyses. We identify more than 180 regulators of the nuclear-to-cell ratio and show that distinct classes of genes independently control nuclear and cell size. RNA metabolism predominantly regulates nuclear size, whereas protein synthesis and degradation primarily regulate cell size. This supports a model in which differences in macromolecular partitioning between the nucleus and cytoplasm contribute to osmotic regulation of nuclear size together with mechanical constraints imposed by chromatin, the cytoskeleton, and the nuclear envelope. Changes in nuclear size cause widespread transcriptional remodeling that is independent of changes in cell size. Cells with smaller nuclei exhibit reduced PRC2-dependent H3K27 trimethylation, activation of developmental gene-expression programmes and repression of cell-cycle genes. Consistent with these changes, mouse embryonic stem cells with smaller nuclei show an increased propensity to exit pluripotency and initiate differentiation in response to retinoic acid. Together, our findings provide a mechanistic framework for nuclear size scaling and establish nuclear size as a physical regulator of gene expression and cell-state transitions, linking cellular architecture to cell fate.

Cells degrade the autophagy receptor p62/sequestosome 1 (SQSTM1) in lysosomes. By knocking the HiBiT peptide into the endogenous SQSTM1 locus, we show that export is a second, quantitatively comparable fate. Specifically, p62 leaves cells continuously inside membrane-enclosed carriers at a rate similar to that of LC3B. Blocking lysosomal degradation amplifies release through an ATG5- and FIP200-dependent route, whereas a basal route persists in autophagy-deficient cells. Thus, p62 exits by at least two parallel pathways. Export requires PB1-mediated self-oligomerization but not LC3 binding, Kelch-like ECH-associated protein 1 (KEAP1) binding, or an intact ubiquitin-associated domain. Hence, oligomerization is the sorting determinant. KEAP1 is also released, and dominant-negative RAB27A retains both proteins inside cells and lowers nuclear factor erythroid 2-related factor 2 transcriptional output. Secretion is therefore a second outlet for the p62-KEAP1 module, and its interruption co-varies with a dampened oxidative stress response.

Centriole copy number is tightly regulated, with one procentriole emanating from a torus surrounding each pre-existing centriole. Which proteins are sufficient to generate a full-fledged organelle is unclear. We address this question by engineering a high valency low copy number phase-separated droplet platform to concentrate proteins in an ectopic cellular location. We establish that droplet targeting of the torus protein Cep63 suffices to initiate procentriole assembly. Ectopic procentrioles mature when a limiting interaction involving STIL is alleviated or when pre-existing centrioles are lacking. Ectopic procentrioles disengage from the droplet during mitosis in a PLK1-dependent manner, organize supernumerary spindle poles, and seed procentriole formation at the next cell cycle, demonstrating that synthetic centrioles have been reconstituted. Moreover, we uncover that procentriole number scales with platform surface area. Since the torus surface area is set by pre-existing centriole dimensions, we propose that this constitutes a closed circuit mechanism dictating organelle number homeostasis.

Cells must prevent incompletely spliced transcripts from entering the cytoplasm, yet how splicing status is recognized and converted into selective nuclear retention remains unclear. Here, we identify a network of RNA-binding proteins that retain pre-mRNPs within nuclear speckles. Proteomic analysis of splicing intermediates accumulated in nuclear speckles identified a set of retention factors including BCLAF1, THRAP3 and SRSF7 that anchor pre-mRNPs to the SON scaffold and are required for pre-mRNP retention in speckles. Distinct RNA-binding patterns and transcript-specific retention factor requirements suggest that multiple mRNP features tune retention combinatorially. Super-resolution imaging revealed that the SON and SRRM2 speckle scaffolds form interdigitated networks with RNA enriched along networks and within interstitial speckle lumens. This architecture remodels in response to pre-mRNP load and is disrupted upon depletion of retention factors. Together, these findings define a pre-mRNP quality-control pathway that links splicing state to nuclear retention and the dynamic organization of nuclear speckles.

The nuclear basket (NB) is a fibrillar scaffold anchored to the nuclear pore complex (NPC), with protein TPR constituting its structural backbone. Recently, ZC3HC1 was identified as an additional structural NB component interconnecting TPR subpopulations. However, it had remained unclear how ZC3HC1 and TPR engage each other and how the resulting TPR:ZC3HC1 ensembles are arranged relative to the NB. Here, we uncover a hierarchy of sequential interactions between distinct ZC3HC1 and TPR domains, resulting in NB-appended ZC3HC1:TPR ensembles that extend beyond the NB dimensions traditionally considered prototypic. Consistent with a modular organisational principle, we furthermore find copy numbers of NPC/NB-associated TPR to be far higher than commonly anticipated. Together with sufficient ZC3HC1 copy numbers, our data define a model in which alternating recruitment of ZC3HC1 and TPR extends the NB's spatial and functional reach into the nuclear interior.

Organoid models have transformed our understanding of intestinal renewal. Fluorescent imaging has been extensively used to identify key cell types and their differentiation pathways, but immunofluorescence provides only static readouts, whereas live imaging requires fluorescent-reporter engineering and is constrained by limited multiplexing and spectral overlap. Here, we introduce NuclearIDTracker, an explainable machine-learning framework that infers cell identity directly from 3D nuclear segmentations. Using a single nuclear marker, NuclearIDTracker accurately classifies intestinal cell types and integrates with single-cell tracking to resolve lineages and reconstruct dynamic state transitions during organoid development. We show that TA-like cells, rather than stem cells, drive early crypt formation and generate enterocyte and Paneth lineages, as well as the stem-cell population, which emerges only later and subsequently replenishes the TA-like compartment. Following stem-cell ablation, crypt regeneration was not driven by a single discrete cell type. Instead, multiple epithelial populations converged on a proliferative regenerative state with a nuclear phenotypic signature that resembled, but remained distinct from, that of homeostatic TA-like cells, and a YAP/TAZ-associated fetal-like transcriptional signature. Thus, nuclear phenotypic signatures resolve cell identity and reveal coordinated epithelial plasticity during crypt regeneration. NuclearIDTracker establishes a non-perturbative tool to quantify cell identity and state dynamics at single-cell resolution, revealing previously inaccessible biological dynamics and expanding the toolkit for studying epithelial homeostasis, regeneration, and disease.

The selective lysosomal turnover of endoplasmic reticulum (ER) portions, termed ERphagy, removes aged, excess or damaged ER domains. The intermediates forming between receptor activation and lysosomal delivery are short-lived and remain poorly resolved. Here we identify a reversible temperature block at 25{degree sign}C that arrests ERphagy before lysosomal delivery. At this temperature, nutrient restriction still drives focal accumulation of the endogenously Halo-tagged ERphagy receptor TEX264 (puncta formation), segregation of ER cargo, remodelling of the ER membrane, whereas delivery of this material to degradative endolysosomes is strongly reduced. Rewarming above 27{degrees} restores lysosomal delivery, showing that the accumulated eTEX264-Halo puncta correspond to pre-lysosomal intermediates of the ERphagy program. Their formation requires ULK1/2 activity, the ATG7-dependent conjugation machinery, ATG9A, ATG13 and FIP200, coupling receptor clustering to autophagosome biogenesis. Consistently, expansion microscopy and electron tomography reveal curved, cradle-like TEX264-positive ER domains containing ER cargo, co-localizing with autophagy markers and lying adjacent to p62-cargo condensates.

During gametogenesis, organelle remodeling is coordinated alongside chromosome segregation to ensure gamete quality. In Saccharomyces cerevisiae, the precursor-cell vacuole permeabilizes following completion of meiotic divisions, releasing hydrolytic enzymes that degrade cellular material excluded from gametes. The regulation and biological significance of this developmentally-programmed process, termed mega-autophagy, remain poorly understood. Here we identify the conserved armadillo repeat-containing protein Vac8 as a key regulator of mega-autophagy. The presence of Vac8 during meiosis is required for timely execution of mega-autophagy. Specifically, during anaphase II, precursor-cell vacuoles undergo Vac8-dependent fusion to form fewer, larger structures. Deleting VAC8 disrupts this remodeling and impairs subsequent vacuolar permeabilization, establishing meiotic vacuolar fusion as a prerequisite for mega-autophagy. Defective mega-autophagy compromises the ability of gametes to exit dormancy and proliferate upon nutrient repletion. Together, these findings reveal that Vac8-mediated vacuolar remodeling during meiosis primes a post-meiotic quality-control mechanism that safeguards gamete developmental competence.

Single-cell transcriptomic analysis predominantly derives cell identity from gene expression analysis, while alternative splicing is processed separately despite its fundamental role for cell homeostasis. To overcome the limits of separate investigations, we developed a probabilistic deep learning framework, Crecerelle, enabling resolution of the contributions of gene expression and alternative splicing in each cell. Crecerelle learns cell embeddings from gene expressions and alternative splicing isoforms, to decipher their mutually dependent impact on the functional characterisation of cells in a data-driven manner, exemplified for the Tabula Muris dataset. This is enabled through a zero-and-N-inflated Dirichlet-Multinomial for a variational autoencoder that learns cell embeddings solely from splicing profiles, as well as a bi-modal variational autoencoder with a relevance-weighted mixture-of-experts variational posterior to consolidate the modality-specific contribution at single-cell level. Crecerelle reveals cell-type-specific isoform markers as well as subpopulations with unique isoforms and uncovers regulatory and disease-associated pathways not detected by gene expression analyses alone. This scalable and interpretable framework thus allows a more holistic study of transcriptomic regulation and will open a route to modality-relevance-weighted investigations across single-cell multiomics datasets and their influence on cellular homeostasis, tissue development and disease phenotypes.

Germ granules are conserved, phase-separated ribonucleoprotein condensates enriched in germline determinants, yet their precise function remains unclear. Using quantitative live imaging, translational reporters, and targeted disruption of germ granule assembly in zebrafish primordial germ cells, we show that germ granules are dispensable for germ cell fate, migration, and gamete production. Instead, granules act as reservoirs, sequestering transcripts and releasing them gradually for cytoplasmic translation. Under heat stress or translational inhibition, granules further accumulate mRNAs and canonical stress granule factors, indicating a role in buffering RNA and regulatory protein availability rather than serving as sites of localized translation, as previously proposed. Consistent with this reservoir model, cytoplasmic expression of the germline determinants Nanos3 and Dead end is sufficient to direct somatic cells toward a germline fate even in the absence of germ granules. Correspondingly, germ cells lacking granules develop normally but show reduced persistence of germline RNA expression and impaired fertility. Together, these findings establish zebrafish germ granules as protective condensates that safeguard germline determinants and enhance developmental robustness by buffering the timing and rate of RNA translation.

In eutherian females, the choice of which X chromosome gets embryonically inactivated is thought to be random. Somatic tissues are thus assumed to comprise cells with a 50:50 ratio of maternal:paternal X active. However, a phenomenon known as X-skewing has been observed, wherein tissue composition shifts to be dominated by cells expressing one X or the other. On a gross level, such X-skewing is phenotypically silent except in the case where one X-chromosome carries a disease mutation. Here, by leveraging a mouse model of an X-linked disease called Incontinentia Pigmenti, caused by heterozygous mutations in the NF-kB effector, Nemo, we explore how X-linked cellular dynamics shape progenitor biology in the epidermis. Lineage tracing with X-linked reporters shows that at birth, the epidermis is unexpectedly skewed toward mutant cells. Within a week, as inflammation emerges, these dynamics reverse leaving surviving animals with almost entirely wild-type epithelium. The shift is driven by loss rather than growth since mutant cells adopt an aberrant fate and die at higher rates than their wild-type neighbours; proliferation rises in both populations. Notably, wild-type proliferation scales with local tissue composition, suggesting these cells calibrate their response to the extent of the mutant burden to compensate appropriately for tissue loss. Depleting macrophages, the principal TNF- source, attenuates inflammation, mutant cell death and ultimately is expected to preserve the mutant population. Altogether, our results identify inflammation as a selective force capable of resolving deleterious mosaicism, not only in the context of an X-linked disease, but within any dynamic, clonally heterogeneous epithelium.

Stress granules are cytoplasmic membraneless organelles assembled during stress to maintain cellular homeostasis. Although fusion is a hallmark of liquid-like behavior of these condensates, whether this process carries functional significance beyond its physical coalescence remains unclear. Here, we show that stress granule fusion is facilitated by mitochondrial dynamics and membrane potential. Intact mitochondria actively associate with stress granules, facilitating fusion and maturation. In contrast, loss of mitochondrial membrane potential, along with disrupted mitochondrial structure or motility, weakens these interactions and reduces fusion frequency. We find that impaired fusion leads to the accumulation of immature granules that retain fewer sequestered components, which correlates with premature cell death. Remarkably, restoring mitochondrial membrane potential rescues granule fusion and enlargement, and is accompanied by increased cell viability and a corresponding increase in granule-associated apoptotic factors. These results demonstrate that stress granule fusion is actively coordinated by mitochondria rather than driven solely by passive coalescence, reshaping how condensate dynamics are understood to integrate with organelle function during cellular stress response.

DNA damage response proteins frequently accumulate in biomolecular condensates, yet how these structures cooperate with classical adaptor-mediated recruitment mechanisms to organize DNA damage signaling remains poorly understood. Here, we identify Treacle and the ATM adaptor NBS1 as prominent components of TOPBP1 condensates and show that these structures activate ATM signaling in the absence of DNA damage. At rDNA breaks, Treacle recruits NBS1 and TOPBP1 through genetically separable interaction modules. Acute protein degradation further revealed that Treacle is required for condensate assembly, whereas TOPBP1 remains continuously required for condensate maintenance. Finally, we show that efficient ATM accumulation at IR-induced DNA double-strand breaks similarly depends on both NBS1 and TOPBP1, indicating that this two-component mechanism is not restricted to nucleolar DNA damage. Together, our findings support a two-component model in which adaptor proteins provide molecular specificity, whereas TOPBP1 condensates create the spatial organization required for robust ATM signaling.

Chromatin mobility, the exploration of 3D conformations by the chromatin fibre, is implicated in transcription and DNA repair, and is thought to decrease progressively as cells differentiate. Here, combining live-cell 3D single-nucleosome tracking with genomic approaches, we show that chromatin mobility instead changes in a cell-type-specific manner, increasing as pluripotent cells acquire posterior fates. This is accompanied by 3D genome reorganisation, including loss of Polycomb-associated interactions and emergence of CDX2-associated interactions. Withdrawal of posteriorising WNT/{beta}-catenin signalling rapidly reduces chromatin mobility and partially restores Polycomb-associated chromatin interactions, while Cdx1/2/4-null cells fail to acquire these WNT/{beta}-catenin-dependent changes. Together, our findings establish chromatin mobility as a regulated property of cell state, with WNT/{beta}-catenin signalling and CDX factors acting as mediators that fine-tune the sampling of 3D chromatin interactions during cell state transitions.

Protein homeostasis relies on protein quality control (PQC) pathways that survey the proteome to eliminate aberrant polypeptides. The BAG6 complex is a central PQC factor that recognizes exposed hydrophobic regions, a feature commonly associated with misfolded, mislocalized, and mistranslated proteins. Whether this surveillance machinery also regulates intact, functional proteins as part of physiological proteostasis has remained unclear. Using unbiased quantitative proteomics, we identify the ribosomal protein RPL22L1 as an endogenous BAG6 substrate whose abundance is controlled by continuous proteasomal degradation. This turnover requires the RNF115 E3 ligase activity but not the canonical BAG6 partner RNF126, defining RPL22L1 as a selective RNF115-dependent substrate. Mechanistically, we map a bipartite hydrophobic degron that distinguishes RPL22L1 from its stable paralog RPL22, and show that BAG6-RNF115-mediated degradation is governed by substrate assembly state. Accordingly, RPL22L1 is protected from degradation upon incorporation into the 60S ribosome, where it substitutes for RPL22. When RPL22 is lost, either genetically or through recurrent inactivating mutations in microsatellite-unstable cancers, the vacant ribosomal binding site permits RPL22L1 incorporation, protecting it from BAG6-mediated degradation. These findings establish unassembly-coupled degradation as a mechanism by which BAG6 regulates the abundance of functional protein components, ensuring that they accumulate only when incorporated into their native macromolecular complexes.

During homeostasis, crowded cells with the lowest energy levels are eliminated by extrusion via Piezo1 signalling to maintain constant cell numbers. However, crowding-induced extrusion does not necessarily remove damaged or otherwise unfit cells. Here, we show that glucose or glutamine starvation triggers a rapid, regulated wave of extrusion, called starvation-induced cell extrusion (STICE), that selectively eliminates cells bearing DNA damage markers via a p53-dependent, Piezo1-independent pathway, improving monolayer fitness. Unlike non-extruding cells, which recycle contents through autophagy and lysosomal digestion, p53-activated cells instead use LC3 to drive lysosomal exocytosis, promoting extrusion signalling. By eliminating defective and transformed cells, STICE confers resistance to damage and apoptotic stimuli in the remaining monolayer. STICE thus acts as a tissue-level analogue of autophagy: rather than improving individual cells by digesting and recycling damaged components, it improves tissue fitness by eliminating substandard cells.

In eukaryotic cells, the function of each organelle depends on its unique protein composition. Protein targeting errors threaten organelle identity and function, yet how mistargeting errors are detected and resolved remains poorly understood. Here, we show that mitochondrial import stress drives widespread rerouting of mitochondrial proteins to the endoplasmic reticulum (ER), with strong enrichment for hydrophobic oxidative phosphorylation (OXPHOS) components. Using proximity proteomics, a split-fluorescence reporter system, and genome-wide CRISPR screening, we find that mistargeted proteins partition into distinct classes with divergent fates, ranging from stable ER residence to rapid degradation by ER-associated degradation (ERAD). The clearance of these mislocalized proteins involves partially redundant ERAD branches, with the ubiquitin ligase MARCHF6 playing a central role. Together, these findings establish the ER as a key organelle for handling mistargeted mitochondrial proteins and reveal how ER quality control maintains proteostasis during mitochondrial dysfunction.

Periodic patterning is fundamental to biological organization. In birds, colour stripes and spots on growing embryonic surface and elongating feather filaments provide a unique system to study continuous periodic patterning in expanding domains. Agouti-signaling protein (ASIP) directly reports epigenomic activity during colour patterning. Using a neural-network-like architecture, we show that ASIPs cis-regulatory landscape functions as hidden layers, integrating morphogen feedback, chromatin topology, and tissue geometry to generate discrete colour outputs. Single-nucleus multiome and Micro-C uncover stage- and context-specific enhancer-silencer coalitions. Epidermal Wnt ligands activate ASIP while inducing Wnt inhibitors in fibroblasts, forming a negative-feedback loop coupling periodic patterning to domain expansion. Comparative cross-tissue and cross-species analyses define cis-regulatory modules comprising an epigenetic grammar; functional assays highlight retrotransposon co-option expanding ASIPs cis-regulatory repertoire, potentially contributing to colour pattern evolution. Together, these findings motivate a Turing-principle-based communication model: ASIP reflects epigenetic coalitions shifting to drive diverse, environmentally tunable colour motifs for adaptation.

The size of the cell nucleus is tightly controlled and changes in nuclear size correlate with altered nuclear function during development, cell differentiation and senescence. How nuclear size is regulated and whether changes thereof are functionally relevant remains unclear. Here, we demonstrate that nuclear size is determined by the osmotic pressure exerted by proteins in yeast, human cells and frog egg extracts. The biophysical model we establish solves the long-standing question of how the nuclear-to-cytoplasmic ratio is regulated and maintained. Furthermore, altering protein-driven osmotic balance modulates the physical properties of the nucleus, with a direct effect on chromatin organization and gene expression: Nuclear enlargement causes the dissolution of heterochromatic structures and derepression of subtelomeres and transposons, while simultaneously down-regulating highly expressed housekeeping genes. Importantly, these global transcriptional patterns closely mimic the gene expression changes that occur as yeast, human, and drosophila cells enlarge. Importantly, artificially forcing nuclear compression is sufficient to reverse these size-associated expression changes. Together, our findings provide a quantitative, mechanistic explanation for the coupling between the size of the nucleus and the cell, and they establish nuclear size as a modulator of chromatin organization and gene expression.

Mitogens trigger cell-cycle entry by activating E2F at the restriction point, which is followed by B-MYB/FOXM1 activation and progression to mitosis. How mitogens control continued cycling and cell-cycle exit after the restriction point is not well-understood. By developing an E2F and B-MYB/FOXM1 dual transcriptional biosensor system, we show that S/G2 phase duration is set by timed mitogen-regulated B-MYB/FOXM1 activation, while E2F activity gradually declines before mitosis. As a striking consequence, rapid B-MYB/FOXM1 activation shortens S/G2, delivering high mitotic E2F activity to daughter cells which keeps them cycling. Delayed B-MYB/FOXM1 activation prolongs S/G2, depleting mitotic E2F which drives daughters to quiescence. When S/G2 is further prolonged, partially activated B-MYB/FOXM1 frequently reverts, triggering mitotic bypass and polyploid quiescence. Thus, B-MYB/FOXM1 governs a tri-directional (G2 restriction point) where cells commit to continued cycling through early B-MYB/FOXM1 activation; cell-cycle exit through delayed B-MYB/FOXM1 activation; or mitotic bypass by B-MYB/FOXM1 inactivation.