Nucleus

Heterochromatin protein 1 (HP1 is an intrinsic component of heterochromatin domains where it is involved in a diverse set of functions including heterochromatin spreading and organization, chromatin compaction and transcriptional silencing. It has been suggested that HP1 functions through a phase separation mechanism, a process that has been observed in vitro in the presence of N-terminal phosphorylation, nucleic acids and nucleosome arrays. HP1 can also interact with numerous binding partners that contain a specific motif called an HP1 access code (HAC). HACs recognize and bind to an interface formed by the chromoshadow (CSD) domains in the HP1 homodimer, the functional form of the protein. It has been shown that some HP1 binding partners can enhance its phase separation ability while others disrupt the process. Here, we focus on the interactions between HP1 and three binding partners, namely the p150 subunit of the chromatin assembly factor 1 (CAF-1), the N-terminal domain of the lamin B receptor (LBR), and the mitotic protein Shugoshin 1 (Sgo1). Using phase separation assays, we show that CAF-1 prevents HP1 phase separation while LBR and Sgo1 enhance it. Binding assays, mutational studies, NMR spectroscopy and computational analysis allow us to dissect the contributions of the HAC motifs, the charge patterns of the binding partner sequences and the role of N-terminal phosphorylation on HP1 in condensate formation. Our results demonstrate that each binding partner uniquely balances these contributions to modulate the properties of HP1, while electrostatic interactions dominate the regulation of phosphorylated HP1. These results suggest that HP1 binding partners play an important role in the modulation of its properties and the regulation of its functions in distinct biological contexts.

Genomic DNA is wrapped around core histones to form nucleosomes, which are organized in cells from euchromatin to heterochromatin with distinct genome functions. Although transcription is known to shape chromatin behavior in live cells, it remains unclear how different transcription systems shape chromatin classes and nuclear subcompartments. We developed machine learning-assisted Repli-Histo labeling to classify euchromatin and heterochromatin classes (Classes IA, IB, II, and III) and combined it with single-nucleosome imaging in live cells. Nucleosome motion was progressively constrained from euchromatin to heterochromatin. RNA polymerase II inhibition by THZ1, DRB, or -amanitin increased nucleosome motion in euchromatic Classes IA and IB and in heterochromatin around nucleoli, but not at the nuclear periphery. In contrast, RNA polymerase I inhibition by CX-5461 selectively increased nucleosome motion in Class III heterochromatin around nucleoli. Our study reveals that Pol II and Pol I transcription shape chromatin behavior in distinct chromatin classes and nuclear subcompartments. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=143 SRC="FIGDIR/small/736477v1_ufig1.gif" ALT="Figure 1"> View larger version (52K): org.highwire.dtl.DTLVardef@127137dorg.highwire.dtl.DTLVardef@709a16org.highwire.dtl.DTLVardef@94550corg.highwire.dtl.DTLVardef@5ba6ec_HPS_FORMAT_FIGEXP M_FIG C_FIG

Biomolecular structure prediction tools such as AlphaFold have achieved remarkable success in predicting structures of single proteins and multiprotein complexes. AlphaFold3 now incorporates the capability to model complexes containing nucleic acids and chemically modified side chains. Investigators can now predict structures of proteins bound to chromatin, where interactions with nucleosomal DNA and histone post-translational modifications converge to control genome function. To evaluate its robustness in modeling chromatin complexes, we benchmarked AlphaFold3 on 115 structures containing nucleosomes whose coordinates were released by the Protein Data Bank after the training set cutoff date. We find that AlphaFold3 excels at predicting histone-driven interactions and accurately models complexes that deposit and recognize post-translational modifications. By contrast, AlphaFold3 struggles to predict structures of chromatin factors that primarily engage nucleosomal DNA, notably transcription factors and chromatin remodelers. Finally, we show that AlphaFold3 can faithfully recapitulate known post-translational modification recognition patterns, matching experimentally determined specificity profiles. This assessment of the capabilities and limitations of AF3 in chromatin structural biology provides a roadmap for its effective application to studies of chromatin regulation and PTM readout, while identifying key areas for future algorithmic refinement. SignificanceStructure prediction with AlphaFold has become an invaluable tool in experimental biology, and the accuracy of many of its predictions has been verified in structural and biochemical studies. With the recent incorporation into AlphaFold3 of nucleic acids and post-translational modifications, this prediction tool can now be applied to chromatin structural biology. Our benchmarking of AlphaFold3 reveals its strengths and weaknesses in predicting structures of proteins bound to nucleosomes, thereby providing a framework for using these models in mechanistic studies of chromatin regulation. We introduce metrics for evaluating structures of nucleosome complexes that highlight AlphaFold3s strengths in predicting protein-nucleosome interactions and post-translational modification specificity.

Nuclear organization is dynamic and originates from the fundamental subunit of chromatin, the nucleosome. Post-translational modification of nucleosomal histones, particularly within intrinsically disordered histone tail regions, provides a dynamic regulatory mechanism of accessibility for chromatin-templated processes. While the epigenomic impacts of lysine acetylation and serine phosphorylation in the histone H3 tail are well-known, how these charge-altering post-translational modifications (PTMs) alter nucleosomal tail conformational dynamics remains incompletely characterized. Given that the functional implications of these PTMs are, at least in part, a consequence of modified nucleosome conformation, systematically cataloging the impact of histone PTMs on nucleosome dynamics provides crucial insight into both baseline cellular activity and epigenetic dysregulation that occurs in disease. Previously, our lab demonstrated that arginine citrullination mimetics lead to regional increases in H3 tail dynamics within nucleosome core particles. Here, we performed nuclear magnetic resonance spin relaxation experiments to investigate the effects of lysine acetylation and serine phosphorylation on H3 tail picosecond-nanosecond (ps-ns) dynamics. Using lysine-to-glutamine and serine-to-glutamate mutations as acetyllysine and phosphoserine mimetics, respectively, we found that these PTMs increase ps-ns conformational dynamics regionally around the PTM site, with a position-dependent effect. Additionally, we show that the type of PTM influences the extent of these increases: in general, the effect of mimetics trends in the order of phosphorylation [&le;] acetylation < citrullination, suggesting a tunable method for altering histone tail dynamics. Taken together, these results illustrate the role of nucleosome conformational dynamics in conveying the effects of epigenomic PTMs, elucidating a mechanism of the histone language.

Whole-genome sequencing identifies focal DNA amplifications with base-pair resolution but cannot determine whether amplified sequences reside on extrachromosomal DNA (ecDNA, also known as double minutes) or within chromosomally integrated homogeneously staining regions (HSRs). DNA fluorescence in situ hybridization (DNA-FISH) metaphase spreads remain the gold standard for distinguishing these amplification states at single-cell resolution. Here, we present a detailed protocol for DNA-FISH metaphase spreads using human cancer cell lines, encompassing cell culture, metaphase arrest, hypotonic treatment, fixation, chromosome spreading, fluorescent probe hybridization, and fluorescence imaging. The protocol incorporates intermediate quality-control steps to verify successful chromosome dispersion and optimize metaphase spread quality, making the workflow accessible to laboratories without specialized cytogenetics expertise. Results demonstrate clear visualization of ecDNA and HSR amplification states using locus-specific probes and illustrate common technical artifacts that can affect interpretation. This protocol provides a robust and reproducible approach for studying the structural organization of oncogene amplification in cancer cells.

MYC oncoprotein binding at promoters and enhancers influences RNA polymerase II (RNAPII)-driven gene expression. Numerous genes also bind MYC near their transcriptional end sites (TESs). This often allows direct promoter-TES contact via looping and further regulates total and 'read-through' transcription that extends beyond standard termination sites. We aimed here to better clarify the rules governing TES associated MYC and/or RNAPII binding cross-talk in human and murine cells. Using ChIPseq and RNAseq datasets from the ENCODE portal and elsewhere, MYC and RNAPII binding profiles were found to differ around TESs and transcriptional start sites (TSSs). Variations in E box flanking sequences likely accounted for the somewhat lower affinities of MYC for TES-associated sites. Motifs for numerous other transcription factors were also observed to cluster non-randomly and in close proximity to MYC and RNAPII binding site peak summits. On average, genes with TES-proximal MYC or RNAPII sites were more highly expressed than those without, although co-binding tended to be suppressive. Both normal and neoplastic proliferative stimuli altered the MYC and RNAPII binding patterns of many genes, indicating that 'category switching' was common, subject to disparate external signals and often reversible. Functionally related gene sets with high levels of read-through transcription were uniformly marked by significant amounts of TES-associated MYC and/or RNAPII binding. These findings indicate that, both independently and together, MYC and RNAPII binding near TESs dynamically impact total and read-through transcription while also coordinating the expression of many common purpose gene sets.

Yes-associated protein (YAP), a transcriptional coactivator, plays key roles in cell growth, proliferation and apoptosis, and its levels are frequently dysregulated in cancers. YAP levels in the nucleus are highly sensitive to nuclear mechanical cues, and such cues are also parallelly emerging to be a key modulator of DNA Damage Responses (DDR). However, whether DNA-damage can induce mechanical changes that regulate downstream events such as YAP localization and that in turn feeds back onto DDR activation, remains unknown. In this study, we report that YAP translocates in a nuclear mechanics-dependent manner upon induction of Double Strand Breaks (DSBs). This translocation is not a mere epiphenomenon, and we find that: first, global nuclear eviction of YAP enhances DDR signaling; second, local enrichment of YAP at DNA damage sites promotes recruitment of DNA repair proteins previously identified as potential interactors of YAP or its partner TEAD1. Together, these findings indicate that YAP is not only a transcriptional coactivator, but also plays an under-appreciated role in regulating DDR.

While bioelectricity is increasingly recognized as an important regulator of cell function and morphogenesis, the field has almost exclusively focused on plasma membrane states. Voltage across the inner nuclear membrane (INM) has been proposed as a potential regulator of nuclear function, but how it responds to extracellular ionic perturbations and whether it relates to chromatin organization remain unclear. Here, we targeted the ratiometric genetically encoded voltage indicator ASAP3-R3 to SUN2-associated nuclear membranes in intact NRK cells and combined INM voltage measurements with Gray-Level Co-Occurrence Matrix (GLCM)-based chromatin texture analysis. Reporter localization was confirmed by fluorescence imaging and electron microscopy, and functional validation in isolated nuclei showed that sodium-potassium pump inhibition produced INM depolarization consistent with Goldman-Hodgkin-Katz (GHK)-based prediction. We then used our validated construct to determine the response of Vnuc and chromatin texture to changing ionic conditions via two exposure methods, gradual (ramped) exposure or direct application. In intact cells, ramping different sets of ionic solutions of decreasing sodium/increasing potassium, decreasing sodium, increasing potassium, or decreasing chloride induced INM hyperpolarization and coordinated changes in chromatin texture, including increased contrast and entropy, reduced homogeneity, and reduced nuclear area. These effects were strongly path-dependent, with nuclear responses shaped by the history and order of ionic exposure: sodium and potassium responses emerged most clearly during ramping exposure, whereas reducing chloride by direct exposure showed a more pronounced response profile. Direct changes in sodium exposure produced limited electrical and chromatin-texture effects, while direct potassium exposure altered chromatin texture and nuclear area without significantly changing VNuc. Importantly, shifting baseline chromatin state in either direction, through Trichostatin-A (TSA)-induced chromatin relaxation or sodium azide/2-deoxy-D-glucose-induced compaction, blunted ion-associated Vnuc and chromatin responses across sodium, potassium, and chloride conditions. Together, these findings identify the nucleus as a dynamic, ion-responsive electro-structural system in which INM voltage and chromatin organization are functionally coupled, and in which both ionic trajectory and pre-existing chromatin state shape the magnitude of the nuclear response.

Background and AimsPaspalum notatum reproduces through either sexuality or apomixis, two pathways that may coexist within the same individual and are regulated by interconnected molecular networks responsive to environmental cues. Here, we characterized the transcript structure and expression of BUD SITE SELECTION PROTEIN 13 (BUD13), a component of the RES spliceosomal complex previously reported as differentially expressed in florets of sexual and apomictic plants, as a first step toward testing its involvement in the molecular regulation of the apomixis-sexuality switch. MethodsPreviously generated floral and leaf transcriptomes from sexual and apomictic Paspalum notatum plants, including Oxford Nanopore long-read data, were mined to characterize BUD13 transcript structure and expression. Phylogenetic analyses and in silico mapping were conducted to infer evolutionary relationships and determine the origin of the transcripts. Differential expression was validated by RT-qPCR, while in situ hybridization was used to reveal cell-specific ovule expression patterns. Key resultsBUD13 is expressed in Paspalum notatum florets as a truncated isoform (SHORT) encoding a small protein lacking part of the herpes simplex virus regulatory protein (ICP4) domain. Two SHORT transcripts, SHORT1 and SHORT2, with different 5' untranslated region (UTR) regions, were identified in flowers. SHORT1 was consistently upregulated in apomictic ovules from premeiosis to anthesis. Both transcripts originated from a single genomic locus located in the subtelomeric region of the short arm of chromosome 6. SHORT isoforms with variable structures were detected in other monocots. In situ hybridization showed that, whereas BUD13 was expressed throughout sexual ovules, expression was absent from the female germline of apomictic ovules. A consistent expression was observed in somatic proembryos of aposporous embryo sacs. ConclusionsOur findings reveal structural, spatial and temporal divergence in BUD13 expression between sexual and apomictic reproductive programs, providing new insights into the molecular regulation of asexual seed formation.

Auxin is a key phytohormone that regulates all aspects of plant growth, development, and environmental responses, making the precise analysis of its distribution and signaling essential for understanding plant adaptation and physiological processes. However, despite the agricultural importance of oilseed rape (Brassica napus), the lack of robust, species-specific molecular tools limits detailed studies of hormone signaling in this crop. Here, we developed and characterized reporter systems for the sensitive visualization and quantification of auxin distribution and signaling in B. napus. The DR5cc auxin signaling reporter and a novel synthetic auxin-responsive reporter, BIP3, assembled from promoter fragments of three oilseed rape IAA genes, were generated to drive GUS expression. In hairy roots, both reporters showed auxin-responsive expression in the root apical meristem that became broader after auxin treatment. In transgenic seedlings, flowers at anthesis, and 12-day-old embryos, DR5cc exhibited a more defined expression pattern than BIP3. To monitor real-time auxin dynamics under abiotic stress, DR5cc fluorescent reporters were employed in hairy roots. Mannitol and NaCl treatments induced a time-dependent increase in fluorescence, peaking at 6-12 h before returning to basal levels after 24 h. Furthermore, dual-reporter assays enabled simultaneous monitoring of auxin and cytokinin signaling, revealing distinct hormone-specific spatial responses in hairy roots. Finally, we established a quantitative DII (qDII) reporter system using degron domains from B. napus Aux/IAA proteins, providing a high-resolution quantitative readout of auxin depletion. Together, these reporter systems enable spatial, temporal, and quantitative analyses of auxin dynamics during development and stress adaptation in oilseed rape.

Eukaryotic chromosomes occupy ordered configurations within the nucleus, an organization that must be re-established in daughter cells as the nuclear envelope reforms at the end of mitosis. The conserved enzyme VPS4 and ESCRT-III proteins mediate nuclear envelope reformation, yet their role in post-mitotic centromere positioning remains unclear. Here, we develop a chemical genetics approach to analyze the role of VPS4 in human cells. VPS4 inhibition prevents the clearance of CHMP7 from centromeres, which remain constrained in ring-like configurations established during mitosis. Without VPS4 activity, CHMP7, but not other ESCRT-III proteins, forms nuclear foci, nuclear envelope protein distribution is altered and inner nuclear membrane invaginations appear. Following these defects, DNA damage is observed in the vicinity of centromeres. Depletion of CHMP7, but not CHMP4B, suppresses this damage. We propose that VPS4-mediated turnover of CHMP7 releases centromeres from transient nuclear envelope contacts, ensuring their proper positioning after mitosis and maintaining genome integrity.

The histone H3K9 methyltransferase Clr4 is essential for heterochromatin formation in Schizosaccharomyces pombe, yet how it searches for and engages chromatin in vivo remains unclear. Using live-cell single-molecule tracking of PAmCherry-Clr4, we quantified how perturbations to Clr4 alter its diffusion, search behavior, and residence times. Chromodomain and SET-domain Clr4 mutants move faster and more isotropically and have reduced residence times at heterochromatin, reflecting impaired substrate recognition. In contrast, deleting Swi6, which has been proposed to sequester Clr4, does not reduce the slow-state fraction or alter Clr4 diffusion, indicating that chromatin engagement is intrinsic to Clr4 rather than HP1-dependent. Anisotropy analysis at short and intermediate displacements indicates that Clr4 does not explore chromatin by simple three-dimensional diffusion but through a guided, distance-dependent search in which it repeatedly samples nearby nucleosomes before disengaging. Across all other perturbations we examined, such as deletion of the CLRC component Rik1, impaired Clr4 ubiquitination, and using cells with an unmethylatable H3K9R substrate, Clr4 dynamics were only modestly affected, and a chromatin-associated population persisted in every background. This robustness indicates that the chromodomain and SET domains are the primary determinants of how Clr4 engages chromatin in vivo, allowing it to continuously sample the genome while maintaining a stable bound population. Our results suggest how the promiscuous sampling of chromatin may also enable Clr4 to establish novel sites of heterochromatin during adaptation.

The genus Rhynchospora Vahl (beak-sedges) comprises approximately 381 accepted species with a worldwide distribution, all of which possess holocentric chromosomes, where centromeric activity is distributed almost along the entire chromosome. Despite the recent advances, the mechanisms governing the dynamics of meiotic recombination in holocentric plants remain poorly understood. Here, we developed haplotype-specific oligo-FISH probes for chromosomes 1, 2, and 3 based on a haplotype-phased genome assembly of Rhynchospora breviuscula (n = 5), enabling homolog-specific chromosome painting. Each probe set was labelled with a distinct fluorophore and hybridised in situ to metaphase chromosomes of the reference plant and seven F1 individuals derived from self-crossed reference plants. This approach allowed the unambiguous discrimination of homologous haplotypes and the indirect visualisation of crossover (CO) events in recombined chromosomes. We observed that recombination events were predominantly located in terminal chromosomal regions, consistent across individuals. These results corroborate previous findings from single-cell recombination mapping and provide independent cytological validation of the recombination landscape in this species. Our study establishes haplotype-specific chromosome painting as a robust tool for high-resolution mapping of meiotic recombination in holocentric plants across generations. Furthermore, these probes provided a foundation for future investigations into inverted meiosis, a mechanism characterized by an alternative pattern of chromosome segregation in holocentric species.

Heterochromatin marked by histone H3 lysine 9 di- or trimethylation (H3K9me2/3) underpins transcriptional silencing and nuclear organization, yet its full complement of associated proteins remains incompletely defined. Here, we apply ChromID proximity labelling with the mouse HP1{beta} chromodomains to map the H3K9me3-proximal proteome in Caenorhabditis elegans, recovering known heterochromatin factors alongside previously uncharacterized candidates. We pursued one such candidate, the vaccinia-related kinase VRK-1, because of its established but poorly understood links to chromatin organization. Intriguingly, VRK-1 dynamically relocates from a broad nuclear distribution to the nuclear periphery upon azide or heat stress. Following these stresses, bulk chromatin exhibits similarly increased peripheral enrichment and apparent compaction, as assessed by radial fluorescence profiles. Although VRK-1 is not necessary for stress-induced chromatin reorganization, decompaction and repositioning of chromatin away from the nuclear envelope during recovery requires VRK-1. VRK-1 depletion leads to persistent perinuclear chromatin retention and compromises post-stress survival. Furthermore, loss of VRK-1 catalytic activity results in over-retention of chromatin at the nuclear periphery under normal growth conditions; this phenotype can be reversed by depletion of a key VRK-1 substrate at the nuclear envelope BAF-1. Our findings identify VRK-1 as a key regulator that controls the interaction of chromatin with the nuclear lamina through regulation of BAF-1.

BRG1-associated factor (BAF) is a crucial chromatin remodeling complex. Variants in genes encoding BAF complex components cause human diseases, including cancers and developmental disorders. However, the genetic diversity and variant co-occurrence patterns within BAF genes remain incompletely understood. It is feasible, though largely untested, that rare patterns of common variations could alter function similarly to rare deleterious variants. Further, there is no modern census of how often individual people simultaneously carry multiple rare and common variations, nor means for genomics practitioners to assess their combined effects. Approaches are needed to characterize complete sequences from individual samples. In this study, we introduce a pseudo-haplotype analysis (PHA) framework, combining multiple protein-coding sequence variants, observed concurrently within individual samples, into discrete BAF patterns. In this cohort, 78.44% of pseudo-haplotype (PH) copies carry at least one BAF coding variation. Among these, 56.18% contain at least two distinct variants, and 32.39% contain three or more, indicating a substantial burden of multi-variant configurations across individuals. Notably, 25.30% of unique PHs are observed only once, highlighting a considerable proportion of people who are affected by rare or private combinations of genetic variations. We identify multiple significant (FDR < 0.05) co-occurrence combinations across global populations. These findings underscore the importance of considering population-specific genetic structures, and complete individual variant configurations when investigating disease associations and genetic mechanisms. Our approach provides a generalizable framework for characterizing multi-variant architectures within chromatin remodeling genes at a population scale, with potential applications in elucidating disease etiology and advancing precision medicine.

The MS2 system has been widely adopted for live-cell single molecule imaging of mRNA, but is of limited applicability for RNAs present in the cell nucleus due to excess nuclear-localised fluorescent capsid protein. Here we describe Nuclear-BRITE, an improved methodology that reduces nuclear background signal, enabling fast live-cell imaging of a wide range of endogenously tagged nuclear RNAs at single-molecule resolution without perturbing their abundance, localisation or function.

Emerin (EMD), an inner nuclear membrane protein essential for nuclear architecture integrity, gene expression, cellular signaling, and chromatin stability, interacts with the LINC complex and participates in cytoskeleton-nucleoskeleton communication by binding to nuclear actin filaments. EMD is implicated in migration, invasion, and metastasis in some tumors, but its role in glioblastoma (GBM) remains unclear. This study evaluated the effects of EMD knockdown and overexpression in GBM cell lines following genotoxic treatment with cisplatin. In both wild-type p53 (U87-MG) and mutant p53 (U138-MG) GBM cells, EMD expression is high, and cisplatin treatment did not affect these protein levels. EMD knockdown in U87-MG cells significantly increased cisplatin IC50, viability, and proliferation. Conversely, stable overexpression of EMD in U87-MG cells led to reduced cisplatin IC50, viability, proliferation, and migration. EMD knockdown or overexpression did not affect any U138-MG phenotypes, with or without cisplatin treatment. Modulation of EMD levels causes morphological changes in stress fiber cytoskeleton, whereas overexpression of EMD in U87-MG cells promotes an increase and a decrease in nuclear and cytoplasmic actin levels, respectively. These biological responses of U87-MG cells overexpressing EMD were coincidentally associated with alterations in the levels of pH2AX(Ser139), p-p53(Ser15), p53, and p21Kip1 proteins after cisplatin exposure. In sum, modulation of EMD levels affects the viability, migration, and proliferation of wild-type p53 GBM cells treated with cisplatin, suggesting unknown roles in the DNA damage response and repair. This work highlights EMD as a potential regulator of GBM chemoresistance and a target for therapeutic intervention.

Long noncoding RNAs (lncRNAs) play roles in gene regulation across kingdoms of life. However, lncRNAs with related functions often lack linear sequence similarity, making it difficult to leverage studies of one lncRNA to inform the understanding of others. We describe a k-mer-based hidden Markov model, hmSEEKR, that enables the scanning of transcriptomes for regions of non-linear sequence similarity to a query domain, without prior knowledge of where within the transcriptome the similarities may be located. When individual lncRNA domains were used as search features, hmSEEKR successfully identified regions in other RNAs that harbor non-linear sequence similarity and bind similar sets of proteins. Applying hmSEEKR to transcriptome-wide searches, we found that certain domains within the lncRNAs XIST, NEAT1, and MALAT1 exhibited widespread regional similarity to both lncRNA and protein-coding genes, while others were more unique, exhibiting similarity to ~100 genes or fewer. Combinatorial searches uncovered RNAs containing sequential matches to core functional domains of XIST and NEAT1, and eCLIP-inferred protein-interaction networks within these RNAs more closely resembled those of XIST and NEAT1, respectively, than would be expected by chance, suggesting the searches recovered RNAs with similar biological properties. Finally, within annotated sets of cis-activating and cis-repressive lncRNAs, we observed opposing enrichments for similarity to domains associated with transcription-promoting complexes and heterogeneous nuclear ribonucleoprotein (hnRNP) binding, respectively, suggesting the enriched sequences may contribute to regulatory functions. hmSEEKR can be applied with minimal training data and enables the a priori discovery of RNA domains that share nonlinear similarity, offering a sequence-informed approach to discover functional elements within noncoding transcriptomes.

The early onset of labour increases mortality and developmental risks for a human newborn. Key genes in human labour have been investigated using multiple modalities, but their regulation by non-coding RNA (e.g. lncRNA and miRNA) remains incomplete. This study explores the three-way relationship between labour-associated transcription factors (TFs), miRNA and lncRNA suggested by the competing endogenous RNA (ceRNA) hypothesis, to understand the underlying regulatory framework. Experimentally validated miRNA-lncRNA interactions are modelled using five distinct machine learning (ML) architectures to predict 20469 labour-linked miRNA-lncRNA interactions. Known mRNA-ncRNA interactions from databases were included to construct a tripartite network, and a subset of 9989 labour-linked network motifs containing TFs were isolated and analysed. Gene enrichment of nodes in TF-lncRNA-miRNA network, as well as validation from public myometrial datasets indicate high significance in contractile pathways including immune signalling. Experimentally unconfirmed tripartite network motifs have been found, and we elaborate on their potential regulation in labour using 8 TF-lncRNA-miRNA network motifs. A unified ncRNA-TF regulatory atlas in labour has been synthesized, and a complete summary of the tripartite network motifs can be accessed and visualised using the user-friendly, public database.

Mechanotransduction via the actin cytoskeleton is linked to fundamental cellular processes such as morphogenesis, cell division, and motility, requiring the control of tensile forces mediated by the motor protein non-muscle myosin 2 (NM2). Formins such as mDia1 have been shown to elongate actin structures that are under mechanical tension; conversely, mDia1s elongation rates are modulated by the applied force. Despite their relevance at the membrane/cortex interface, reported values for tension in formin-elongated actin filaments stem from theoretical estimates and simulations, but have not been amenable experimentally so far. Thus, we developed a Forster resonance energy transfer (FRET)-based, tension-sensitive probe (mDia1TS) and quantified the measured tension in live U2OS cells using fluorescence lifetime imaging microscopy (FLIM). Through whole-cell ROI analysis we show a short and long lifetime component, reporting an intensity-weighted, averaged lifetime corresponding to [~]3.5 pN. Upon mitogen stimulation of cells using EGF, we show that the tension homeostasis changed significantly, with a measurable increase in tension in the cells periphery and relaxation in its center. Furthermore, the reported average tension relaxed by 2 pN after adding the NM2 inhibitor para-nitroblebbistatin. We utilized siRNA knockdowns of individual NM2 paralogs (NM2-A, NM2-B, or NM2-C) to measure their individual contribution, revealing NM2-A as the main paralog to produce tensile force in this system. Taken together, we demonstrate that mDia1TS is able to directly determine that active mDia1 in cells is under tension, and that subcellular quantification with pN precision is possible. SignificanceDespite the fundamental importance of formins in regulating actin-based processes, reported values for tension in formin-mediated actin structures stem from simulations and theoretical estimates. In this study we developed a FRET-based, tension-sensitive reporter probe for formin mDia1, which we termed mDia1TS. Given the expanding clinical spectrum of DIAPH1/mDia1 mutations, our tool mDia1TS provides a quantitative tool for elucidation of changes in cytoskeletal assemblies.