Exosomes have emerged as pivotal players in precision oncology, offering innovative solutions to longstanding challenges such as metastasis, therapeutic resistance, and immune evasion. These nanoscale extracellular vesicles facilitate intercellular communication by transferring bioactive molecules that mirror the biological state of their parent cells, positioning them as transformative tools for cancer diagnostics and therapeutics. Recent advancements in exosome engineering, artificial intelligence (AI)-driven analytics, and isolation technologies are breaking barriers in scalability, reproducibility, and clinical application. Bioengineered exosomes are being leveraged for CRISPR-Cas9 delivery, while AI models are enhancing biomarker discovery and liquid biopsy accuracy. Despite these advancements, key obstacles such as heterogeneity in exosome populations and the lack of standardized isolation protocols persist. This review synthesizes pioneering research on exosome biology, molecular engineering, and clinical translation, emphasizing their dual roles as both mediators of tumor progression and tools for intervention. It also explores emerging areas, including microbiome-exosome interactions and the integration of machine learning in exosome-based precision medicine. By bridging innovation with translational strategies, this work charts a forward-looking path for integrating exosomes into next-generation cancer care, setting it apart as a comprehensive guide to overcoming clinical and technological hurdles in this rapidly evolving field.

Ferns and their allies (monilophytes) represent the second most species-rich group of land plants and are of considerable ecological importance. As a sister group of seed plants (including flowering plants) they are also of great evolutionary interest. Compared to flowering plants, however, much less is known about the developmental and molecular biology of ferns. Among the most important reasons have been the huge genome sizes of ferns and technical obstacles such as the lack of an efficient transformation system. In recent years the situation has improved considerably, however. For the fern model system Ceratopteris richardii a whole genome sequence has been published, and an efficient transformation system has been developed. To further facilitate studies on fern biology we aim at simplifying genome engineering of C. richardii with the CRISPR-Cas9 system. We report C. richardii plants that express Cas9 nuclease under control of the strong CaMV 35S promoter. For efficient expression of single guide RNA (sgRNA) by RNA polymerase III we identified C. richardii U6 promoters. These technical improvements may foster many fields of fern physiology, development and evolution.

Super-resolution microscopy often entails long acquisition times of minutes to hours. Since drifts during the acquisition adversely affect data quality, active sample stabilization is commonly used for some of these techniques to reach their full potential. While drifts in the lateral plane can often be corrected after acquisition, this is not always possible or may come with drawbacks. Therefore, it is appealing to stabilize sample position in three dimensions during acquisition. Various schemes for active sample stabilization have been demonstrated previously, with some reaching sub-nm stability in three dimensions. However, these high-performance implementations significantly added to the complexity of the hardware and/or sample preparation. Here, we present a scheme for active drift correction that delivers the nm-scale 3D stability demanded by state-of-the-art super-resolution techniques and is straightforward to implement. Using a refined algorithm that does not depend on sparse peaks typically provided by fiducial markers added to the sample, we stabilized our sample position to ~1 nm in 3D using objective lenses both with high and low numerical aperture. Our implementation requires only the addition of a standard widefield imaging path and we provide an open-source control software with graphical user interface to facilitate easy adoption of the module. Finally, we demonstrate how this has the potential to enhance data collection for diffraction-limited and super-resolution imaging techniques using single-molecule localization microscopy and cryo-confocal imaging as showcases.

Effective mucosal immunity in the intestine involves a fine balance between tolerance of the microbiome, recognition and elimination of pathogens, and inflammatory tissue injury. The anti-inflammatory cytokine IL10 regulates these processes in the intestines of mice and humans; the anti-inflammatory activity of IL10 is also conserved in birds. To determine the function of IL10 in avian mucosal immunity, we generated germ line modifications of the chicken IL10 locus to abolish or reduce IL10 expression. In vitro analysis of macrophage response to lipopolysaccharide confirmed the loss of IL10 protein expression, the lack of dosage compensation in heterozygotes, and prevention of autocrine inhibition of nitric oxide production in homozygous IL10 knockout macrophages. IL10-deficiency significantly altered the composition of the caecal microbiome, but unlike IL10-deficient mice and humans, IL10-deficient chickens did not exhibit spontaneous colitis. Following experimental challenge with Salmonella enterica serovar Typhimurium or Campylobacter jejuni in IL10-deficient chickens, enhanced clearance of the pathogens was associated with elevated transcription of pro-inflammatory genes and increased infiltration of inflammatory cells into gut mucosa. In IL10-deficient chickens challenged with the parasite Eimeria tenella, pathogen clearance was accelerated but caecal lesions were more severe and weight gain was compromised. Neither the heterozygous IL10 knockout nor a homozygous IL10 enhancer mutation had a major effect on pathogen clearance or inflammation in any of the challenge models. Our findings highlight the intrinsic compromise in mucosal immune response and have important implications for the development of strategies to combat avian and zoonotic pathogens in poultry.

A combination of recent advancements in molecular recording devices and sequencing technologies has made it possible to generate lineage tracing data on the order of thousands of cells. Dynamic lineage recorders are able to generate random, heritable mutations which accumulate continuously on the timescale of developmental processes; this genetic information is then recovered using single-cell RNA sequencing. These data have the potential to hold rich phylogenetic information due to the irreversible nature of the editing process, a key feature of the employed CRISPR-based systems that deviates from traditional assumptions about molecular mutation processes, and recent technologies have furthermore made it possible for mutations to be acquired sequentially. Understanding the information content of these recorders remains an open area of investigation. Here, we model a sequentially-edited recording system and analyse the experimental conditions over which exact phylogenetic reconstruction occurs with high probability. We find, using simulation and theory, explicit parameter regimes over which simple and efficient distance-based reconstruction methods can accurately resolve the cellular phylogeny. We furthermore illustrate how our theoretical results could be used to help inform experimental design. Highlights Uncovering cellular phylogenies is a key goal in developmental biology. State-of-the-art lineage tracing tools generate genetic sequences with irreversible and ordered mutations which can be recovered at the single-cell resolution. We analyze these experimental systems and assess when accurate reconstruction of the cellular phylogeny is possible.

ABSTRACT The CD2-CD58 pathway has been highlighted as a major player in anti-tumour T cell immunity. Our study reveals that CD2 costimulation strength significantly correlates with T cell activation, the average number of cell divisions, fold expansion, and IFN-γ production. Our findings suggest that the correlation of CD2 strength with the level of CD25 expression is a potential regulatory mechanism by which CD2 strength enhances above proliferation parameters. We find that human brain cancer tumour-infiltrating CD8+ and CD4+ T cells exhibit reduced levels of CD2, suggestive of a compromised CD2 strength upon CD2 engagement. Through a genome-wide CRISPR-Cas9 knockout screen, we identified two epigenetic regulators, SUZ12 and BAP1, as positive modulators of CD2 expression. We demonstrate that BAP1 is crucial for the upregulation and sustained high expression of CD2 following T cell activation. We reveal that CD2 is co-regulated with other co-stimulatory/inhibitory receptors, and factors associated with T cell stemness and exhaustion, in a dose-dependent manner. Importantly, we rescue the loss of CD2 due to BAP1 knockout by pharmacological inhibition of histone deacetylases making this a harnessable regulatory pathway. The insight from our study enhance our understanding of CD2-mediated T cell regulation and identify essential regulators of this pathway.

Human gene expression is controlled from distance via enhancers, which can form longer ‘super-enhancer’-regions of intense regulatory activity. Whether super-enhancers constitute a separate regulatory paradigm remains unclear, largely due to the difficulty of dissecting the contributions and interactions of individual elements within their natural chromosomal context. To address this challenge, we developed enhancer scrambling, a high-throughput strategy to generate stochastic inversions and deletions of targeted enhancer regions by combining CRISPR prime editing insertion of symmetrical loxP sites with Cre recombinase-induced rearrangements. We applied our approach to dissect a distal super-enhancer of the OTX2 gene, generating up to 134 alternative regulatory configurations in a single experiment, and establishing how they drive gene expression and chromatin accessibility, as well as the individual contributions of its elements to this activity. Surprisingly, the presence of the sequence containing a single DNase I hypersensitive site predominantly controls OTX2 expression. Our findings highlight that enhancer-driven regulation of some highly expressed, cell-type-specific genes can rely on an individual element within a cluster of non-interacting, dispensable components, and suggest a simple functional core to a subset of super-enhancers. The targeted randomisation method to scramble enhancers can scale to resolve many super-enhancers and human gene regulatory landscapes.

All cells possess mechanisms to maintain and replicate their genomes, whose integrity and transmission are constantly challenged by DNA damage and replication impediments. In eukaryotes, the protein kinase Ataxia-Telangiectasia and Rad3-related (ATR), a member of the phosphatidylinositol 3-kinase-like family acts as a master regulator of the eukaryotic response to DNA injuries, ensuring DNA replication completion and genome stability. Here we aimed to investigate the functional relevance of the ATR homolog in the DNA metabolism of Leishmania major , a protozoan parasite with a remarkably plastic genome. CRISPR/cas9 genome editing was used to generate a Myc-tagged ATR cell line (mycATR), and a Myc-tagged C-terminal knockout of ATR (mycATRΔC-/-). We show that the nuclear localisation of ATR depends upon its C-terminus. Moreover, its deletion results in single-stranded DNA accumulation, impaired cell cycle control, increased levels of DNA damage, and delayed DNA replication restart after replication stress. In addition, we show that ATR plays a key role in maintaining L. major’s unusual DNA replication program, where larger chromosomes duplicate later than smaller chromosomes. Our data reveals loss of the ATR C-terminus promotes the accumulation of replication signal around replicative stress fragile sites, which are enriched in larger chromosomes. Finally, we show that these alterations to the DNA replication program promote chromosome instability. In summary, our work shows that ATR acts to moderate DNA replication timing thus limiting the plasticity of the Leishmania genome.

The ectoparasitoid wasp Sclerodermus guani (Hymenoptera: Bethylidae), as a subsocial insect, is widely applied in biological control against beetle vectors of pine wood nematodes. Despite significant advances in behavioral research, functional genetics in S. guani remains underdeveloped due to the absence of efficient gene manipulation tools. In this study, we employed CRISPR-mediated mutagenesis to achieve germline gene knockout targeting the eye pigment associated gene kynurenine 3-monooxygenase ( KMO ). Phylogenetic analysis revealed that S. guani KMO shares a close relationship with its homolog in Prorops nasuta (Hymenoptera: Bethylidae). Two single-guide RNAs (sgRNAs), coupled with Cas9 protein with and without nuclear localization signal (NLS) were tested. Both sgRNAs induced specific in vitro DNA cleavage and in vivo heritable indels at the target genomic loci. Homozygous null mutant females and males exhibit a white-eye phenotype, which was identified during pupal stage. Optimal editing efficiency in vivo was achieved using the Cas9-NLS variant. Given the complication of germline gene editing in eusocial Hymenopterans, the application of CRISPR in the subsocial parasitoid wasp S. guani provides an accessible research platform for the molecular evolution of insect sociality.

Cells may be intrinsically fated to die to sculpt tissues during development or to maintain homeostasis. Cells can also die in response to various stressors, injury or pathological conditions. Additionally, cells of the metazoan body are often highly specialized with distinct domains that differ both structurally and with respect to their neighbors. Specialized cells can also die, as in normal brain development or pathological states and their different regions may be eliminated via different programs. Clearance of different types of cell debris must be performed quickly and efficiently to prevent autoimmunity and secondary necrosis of neighboring cells. All cells, including those programmed to die, may be subject to various stressors. Some largely unexplored questions include whether predestined cell elimination during development could be altered by stress, if adaptive stress responses exist and if polarized cells may need compartment-specific stress-adaptive programs. We leveraged Compartmentalized Cell Elimination (CCE) in the nematode C. elegans to explore these questions. CCE is a developmental cell death program whereby three segments of two embryonic polarized cell types are eliminated differently. We have previously employed this in vivo genetic system to uncover a cell compartment-specific, cell non-autonomous clearance function of the fusogen EFF-1 in phagosome closure during corpse internalization. Here, we introduce an adaptive response that serves to aid developmental phagocytosis as a part of CCE during stress. We employ a combination of forward and reverse genetics, CRISPR/Cas9 gene editing, stress response assays and advanced fluorescence microscopy. Specifically, we report that, under heat stress, the selective autophagy receptor SQST-1/p62 promotes the nuclear translocation of the oxidative stress-related transcription factor SKN-1/Nrf. This in turn allows SKN-1/Nrf to transcribe the lysosomal trafficking associated gene lyst-1 /LYST which subsequently promotes the phagocytic resolution of the developmentally-killed internalized cell even under stress conditions. Author Summary During development, cells can have many fates, one of which is to deliberately die. If a cell’s inherent ability to die is lost, unwanted cells remain, which can lead to pathologies such as abnormal brain development or cancer. Dead cell remains must also be fully and efficiently cleared away by being ingested and digested by other cells, to avoid autoimmunity. Cells that are destined to die, like any cell, can be subject to stress, which can change cell behavior. Moreover, cells fated to die often have highly intricate shapes, such as nerve cells in the brain, and their removal may entail different strategies for different regions of the cell. In this study, we have used the pre-destined “3-in-1” death of a structurally-complex cell in the roundworm C. elegans as a platform to describe the genetics behind how one cell bolsters its inherent ability to consume an area of another dying cell by mounting a response to environmental stress. Specifically, we report, to our knowledge for the first time, that a well-known stress-protective protein helps turns on a gene that helps ensure that ingested parts of dead cells are fully digested and removed.

ABSTRACT Functional studies of host-microbe interactions benefit from natural model systems that enable exploration of molecular mechanisms at the host-microbe interface. Bioluminescent Vibrio fischeri colonize the light organ of the Hawaiian bobtail squid, Euprymna scolopes , and this binary model has enabled advances in understanding host-microbe communication, colonization specificity, in vivo biofilms, intraspecific competition, and quorum sensing. The hummingbird bobtail squid, Euprymna berryi, can be generationally bred and maintained in lab settings and has had multiple genes deleted by CRISPR approaches. The prospect of expanding the utility of the light organ model system by producing multigenerational host lines led us to determine the extent to which the E. berryi light organ symbiosis parallels known processes in E. scolopes . However, the nature of the E. berryi light organ, including its microbial constituency and specificity for microbial partners, have not been examined. In this report, we isolate bacteria from E. berryi animals and tank water. Assays of bacterial behaviors required in the host, as well as host responses to bacterial colonization, illustrate largely parallel phenotypes in E. berryi and E. scolopes hatchlings. This study reveals E. berryi to be a valuable comparative model to complement studies in E. scolopes . IMPORTANCE Microbiome studies have been substantially advanced by model systems that enable functional interrogation of the roles of the partners and the molecular communication between those partners. The Euprymna scolopes-Vibrio fischeri system has contributed foundational knowledge, revealing key roles for bacterial quorum sensing broadly and in animal hosts, for bacteria in stimulating animal development, for bacterial motility in accessing host sites, and for in vivo biofilm formation in development and specificity of an animal’s microbiome. Euprymna berryi is a second bobtail squid host, and one that has recently been shown to be robust to laboratory husbandry and amenable to gene knockout. This study identifies E. berryi as a strong symbiosis model host due to features that are conserved with those is E. scolopes , which will enable extension of functional studies in bobtail squid symbioses.

Summary Loss of keratinocyte differentiation is a leading cause in several skin diseases and needs to be controlled in adult homeostasis by for instance growth factors and proteases. Among them, we studied the role of isoform-rich dermokine – a wound- and tumour-related matrix metalloproteinase 10 substrate – via functional multi-omics. We generated dermokine isoform-dependent keratinocyte knockouts and three dimensional (3D) organotypic skin cultures and analyzed changes in their proteome and phosphoproteome by quantitative mass spectrometry. Through functional in vitro assays, we demonstrate that in the absence of dermokine-isoforms, p120 phosphorylation increases while cell-cell adhesion decreases in keratinocytes. Furthermore, we validate the link between decreased dermokine expression and phosphorylated p120-mediated adhesion in non-healing wounds samples derived from patients. Our data reveal a novel dermokine-p120-dependent cell-cell adhesion phenotype in keratinocytes and improve our understanding of wound-edge keratinocytes, expanding the hypothesis that dysregulated wounds resemble cancer.

Myc hyperactivation coordinately regulates numerous metabolic processes to drive lymphomagenesis. Here, we elucidate the temporal and functional relationships between the medley of pathways, factors, and mechanisms that cooperate to control redox homeostasis in Myc-overexpressing B cell lymphomas. We find that Myc overexpression rapidly stimulates the oxidative pentose phosphate pathway (oxPPP), nucleotide synthesis, and mitochondrial respiration, which collectively steers cellular equilibrium to a more oxidative state. We identify Myc-dependent hyperactivation of the phosphoribosyl pyrophosphate synthetase (PRPS) enzyme as a primary regulator of redox status in lymphoma cells. Mechanistically, we show that genetic inactivation of the PRPS2 isozyme, but not PRPS1, in MYC-driven lymphoma cells leads to elevated NADPH levels and reductive stress-mediated death. Employing a pharmacological screen, we demonstrate how targeting PRPS1 or PRPS2 elicits opposing sensitivity or resistance, respectively, to chemotherapeutic agents affecting the thioredoxin and glutathione network, thus providing a therapeutic blueprint for treating MYC-driven lymphomas.

Land plants produce a cuticle, an extracellular hydrophobic layer that covers aerial organs and is involved in many critical protective roles, most notably in preventing desiccation. The predominant component of the cuticle is the lipidic polyester, cutin, which is deposited in the epidermal primary cell wall. Most of cutin of tomato fruit, a model for cuticle research, is polymerized by the extracellular GDSL-hydrolase enzyme CUTIN SYNTHASE-LIKE 1 (CUS1). However, other enzymes involved in cutin assembly remain to be identified and characterized. In this current study, we investigated whether other GDSL-hydrolases that are highly expressed in fruit epidermis might also contribute to cutin polymerization and restructuring. Candidates include homologs of Arabidopsis thaliana CUTICLE DESTRUCTIVE FACTOR 1 (CDEF1), which has been reported to catalyze cutin hydrolysis, as well as other phylogenetically diverse and distantly related GDSL-hydrolases. We determined that members of the CUS and CDEF families can catalyze the transesterification of cutin precursors in vitro , and can modify tomato fruit cutin structure in semi- in vivo assays. Tomato mutant knockout lines of CUS and CDEF genes generated by CRISPR/ Cas9 and cross mutations with cus1 (previously cd1 ) were found to exhibit different fruit and flower phenotypes related to cutin assembly, including an effect on cutin monomer esterification, composition and content, cutin nanoridge formation in flowers, fruit cuticle permeability and permeance. Characterization of the mutant phenotypes, in combination with the enzyme analysis and bioassays, revealed distinct differences in the contribution of CUS and CDEF enzymes to cutin biosynthesis and remodeling. Our analysis also revealed unexpected spatiotemporal variation in cutin polymerization and structure coordinated by distinct GDSL-hydrolase enzymes over the fruit surface, which further suggests great complexity in cutin deposition and cuticle functions during organ development. Highlights Cutin polymerization in tomato is catalyzed by coordinating the spatiotemporal expression of CUTIN SYNTHASE enzymes in different organs, including during fruit development. Extracellular cutin polymerization is not a function limited to the canonical CUTIN SYNTHASE family members but can be also be catalyzed by other GDSL-hydrolase enzymes, as suggested by evidence in vitro . Tomato CDEF enzymes, a clade within the GDSL-hydrolase superfamily, are involved in remodeling cutin structure during fruit development. The biosynthesis and remodeling of cutin over the tomato fruit surface is spatially heterogeneous.

Abstract Epstein-Barr virus (EBV) contributes to ~1.5% of human cancers, including lymphomas, gastric and nasopharyngeal carcinomas. In most of these, nearly 80 viral lytic genes are silenced by incompletely understood epigenetic mechanisms, precluding use of antiviral agents such as ganciclovir to treat the 200,000 EBV-associated cancers/year. To identify host factors critical for EBV latency, we performed a human genome-wide CRISPR-Cas9 screen in Burkitt B-cells. Top hits included the lysine-specific histone demethylase LSD1 and its co-repressors ZNF217 and CoREST. LSD1 removes histone 3 lysine 4 (H3K4) and histone 3 lysine 9 (H3K9) methylation marks to downmodulate chromatin activation. LSD1, ZNF217 or CoREST knockout triggered EBV reactivation, as did a LSD1 small molecule antagonist, whose effects were additive with histone deacetylase inhibition. LSD1 blockade reactivated EBV in Burkitt lymphoma, gastric carcinoma and nasopharyngeal carcinoma models, sensitized cells to ganciclovir cytotoxicity and induced EBV reactivation in murine xenografts. ZNF217 and LSD1 co-occupied the EBV immediate early gene BZLF1 promoter, which drives B-cell lytic cycle, as well as to the oriLyt enhancer regions recently implicated in EBV reactivation. LSD1 depletion increased levels of activating histone 3 lysine 4 (H3K4) methylation but not repressive histone lysine 9 methylation marks at BZLF1 and oriLyt and induced their interaction by long-range DNA looping. An orthogonal CRISPR screen highlighted a key H3K4 methyltransferase KMT2D role in driving EBV reactivation. Our results highlight H3K4 methylation as a major EBV lytic switch regulator and suggest novel therapeutic approaches.

Farmed insects have gained attention as an alternative, sustainable source of protein with a lower carbon footprint than traditional livestock. We present a high-quality reference genome for one of the most commonly farmed insects, the banded cricket Gryllodes sigillatus . In addition to its agricultural importance, G. sigillatus is also a model in behavioural and evolutionary ecology research on reproduction and mating systems. We report comparative genomic analyses that clarify the banded cricket′s evolutionary history, identify gene family expansions and contractions unique to this lineage, associate these with agriculturally important traits, and identify targets for genome-assisted breeding efforts. The high-quality G. sigillatus genome assembly plus accompanying comparative genomic analyses serve as foundational resources for both applied and basic research on insect farming and behavioural biology, enabling researchers to pinpoint trait-associated genetic variants, unravel functional pathways governing those phenotypes, and accelerate selective breeding efforts to increase the efficacy of large-scale insect farming operations.

The transcription factor BACH1 is a transcriptional repressor with a central role in regulating oxidative stress and anti-inflammatory pathways, emerging as a promising therapeutic target for multiple conditions, including neoplastic malignancies, neurodegenerative disorders, ischemia-reperfusion injuries and sickle cell disease. In the field of cancer BACH1 has gained significant attention, with BACH1 overexpression correlating with poor prognosis and metastasis across various cancer types; however, despite this increasing relevance of BACH1, no universal pro-metastatic mechanism or transcriptional signature for BACH1 has been identified which is a major limitation for this growing field. To address this, we performed RNA-Seq coupled with ChIP-Seq in BACH1-proficient and BACH1-deficient lung cancer cells, identifying a set of common BACH1 directly regulated genes, which we thoroughly validated in a large panel of cancer cells. This novel lung cancer BACH1 transcriptional signature is highly sensitive and specific to BACH1 perturbations (both genetic and pharmacological) and does not respond to NRF2 modulation, underscoring its specificity. This signature not only represents a robust surrogate for BACH1 activity, but we also provide evidence of its potential value as a tool to i) identify novel BACH1 inhibitors, and ii) provide insights into BACH1’s pro-metastatic role.

SUMMARY Extracellular vesicle (EV) secretion is an important, though not fully understood, intercellular communication process. Lipid metabolism has been shown to regulate EV activity, though the impact of specific lipid classes is unclear. Through analysis of small EVs (sEVs), we observe aberrant increases in sEV release within genetic models of cholesterol biosynthesis disorders, where cellular cholesterol is diminished. Inhibition of cholesterol synthesis at multiple synthetic steps mimics genetic models in terms of cholesterol reduction and sEVs secreted. Further analyses of sEVs from cholesterol-depleted cells revealed structural deficits and altered surface marker expression, though these sEVs were also more easily internalized by recipient cells. Transmission electron microscopy of cells with impaired cholesterol biosynthesis demonstrated multivesicular and multilamellar structures potentially associated with autophagic defects. We further found autophagic vesicles being redirected toward late endosomes at the expense of autophagolysosomes. Through CRISPR-mediated inhibition of autophagosome formation, we mechanistically determined that release of sEVs after cholesterol depletion is autophagy dependent. We conclude that cholesterol imbalance initiates autophagosome-dependent secretion of sEVs, which may have pathological relevance in diseases of cholesterol disequilibrium.

Single-cell transcriptomics enables the study of cellular heterogeneity, but current unsupervised strategies make it challenging to associate individual cells with sample conditions. We propose scMILD, a weakly supervised learning framework based on Multiple Instance Learning, which leverages sample-level labels to identify condition-associated cell subpopulations. scMILD employs a dual-branch architecture to perform sample-level classification and cell-level representation learning simultaneously. We validated the model’s reliable identification of condition-associated cells using controlled simulation studies with CRISPR-perturbed cells. Evaluated on diverse single-cell RNA-seq datasets, including Lupus, COVID-19, and Ulcerative Colitis, scMILD consistently outperformed state-of-the-art models and identified condition-specific cell subpopulations consistent with the original studies’ findings. This demonstrates scMILD’s potential for exploring cellular heterogeneity underlying various biological conditions and its applicability in different disease contexts. Key Messages scMILD: A novel weakly supervised framework for single-cell transcriptomics Dual-branch architecture enables sample classification and cell subpopulation identification Outperforms state-of-the-art models across diverse single-cell RNA-seq datasets Identifies biologically relevant condition-associated cell subpopulations Bridges the gap between sample-level phenotypes and cellular heterogeneity

Pooled CRISPR knockout (KO) screens using live viruses are a proven and valuable approach for identifying essential host factors acting across viral life cycles. Here we describe the development of a pooled genome-wide CRISPR KO screening approach using stable viral replicon cell lines to specifically identify host factors essential for viral replication. Virus replicons are non-infectious, therefore enabling the study of highly virulent viruses under standard biosafety level 2 containment. We developed a stable fluorescent dengue virus type 2 (DENV-2) replicon cell line to perform a pooled genome-wide FACS-based CRISPR KO screen. This benchmark DENV-2 replicon screen successfully identified host genes previously known to be required for viral DENV-2 replication (e.g., endoplasmic reticulum membrane complex and oligosaccharyltransferase complex components) and confirmed two additional genes (DOHH and ZFP36L2) involved in replication that have not been recovered in prior live virus screens. We applied this replicon screening approach to two highly divergent viruses: chikungunya virus (CHIKV), a positive-sense RNA virus that replicates at the plasma membrane, and Ebola virus (EBOV), a negative-sense RNA virus that replicates in cytoplasmic inclusion bodies. The CHIKV replicon screen identified two genes known to be required for replication (G3BP1 and G3BP2) and several additional, novel genes (CLEC4G, CSDE1, GOLGA7, HNF1A, and PCBD1). We verified two of them (CSDE1 and GOLGA7) in live CHIKV replication assays. A distinct set of genes (EHMT1, EHMT2, and USP7) were recovered in the EBOV replicon screen and were further confirmed using independent transient transfection assays. Thus, viral replicon-based screens provide a useful approach that can be extended to viruses of diverse taxa to identify host pathways essential for viral replication and to uncover potential novel targets for host-directed medical countermeasures.

Indian eri silkmoth, Samia ricini , is a wild silkmoth whose silk occupies a significant economic position. In addition to its importance as an economic animal, S. ricini is also useful as a model species of Saturniidae. National BioResource of Japan (NBRP) maintains a S. ricini strain brought to Japan during WWII via Taiwan. Since we have previously published a draft genome assembly of S. ricini , we have attempted to construct a chromosome-level genome assembly to facilitate genetic studies of S. ricini . We successfully constructed a chromosome-scale genome assembly by exploiting two long-read-based technologies, HiFi reads and optical genome mapping. Furthermore, we performed functional annotations of the genome assembly, i.e., repeat annotation, transcriptome-based gene prediction, ATAC-seq, and PIWI-interacting RNA (piRNA)-targeted small RNA-seq. The assembly harbours 16,226 protein-coding genes and 636 piRNA clusters across three tissues: ovaries, testis, and embryos. ATAC-seq data comprehensively detected open chromosome regions, which will benefit when CRISPR/Cas9-mediated genome editing is conducted.

X chromosome inactivation (XCI) in mammals is orchestrated by the non-coding RNA Xist which together with specific interacting proteins, functions in cis to silence an entire X chromosome. Defined sites on Xist RNA carry the N 6 -methyladenosine (m 6 A) modification, and perturbation of the m 6 A writer complex has been found to abrogate Xist-mediated gene-silencing. However, the relative contribution of m 6 A and its mechanism of action remain unclear. Here we investigate the role of m 6 A in XCI by applying rapid degron-mediated depletion of METTL3, the catalytic subunit of the m 6 A writer complex, an approach that minimises indirect effects due to transcriptome-wide depletion of m 6 A. We find that acute loss of METTL3/m 6 A accelerates Xist-mediated gene silencing, and that this correlates with increased levels and stability of Xist transcripts. We show that Xist RNA turnover is mediated by the nuclear exosome targeting (NEXT) complex but is independent of the principal nuclear m 6 A reader protein YTHDC1. Our findings demonstrate that the primary function of m 6 A on Xist RNA is to promote Xist RNA turnover which in turn regulates XCI dynamics.

ABSTRACT CRISPR-Cas12a is widely used for genome editing and biomarker detection since it can create targeted double-stranded DNA breaks and promote non-specific DNA cleavage after identifying specific DNA. To mitigate the off-target DNA cleavage of Cas12a, we previously developed a Francisella novicida Cas12a variant (FnoCas12a KD2P ) by introducing double proline substitutions (K969P/D970P) in a conserved helix called the bridge helix (BH). In this work, we used cryogenic electron microscopy (cryoEM) to understand the molecular mechanisms of BH-mediated activation of Cas12a. We captured five structures of FnoCas12a KD2P at different states of conformational activation. Comparison with wild-type (FnoCas12a WT ) structures unravels a mechanism where BH acts as a trigger that allosterically activates REC lobe movements by tracking the number of base pairs in the growing RNA-DNA hybrid to undergo a loop-to-helical transition and bending to latch onto the hybrid. The transition of the BH is coupled to the previously reported loop-to-helix transition of the “lid”, essential for opening RuvC endonuclease, through direct interactions of residues of the BH and the lid. We also observe structural details of cooperativity of BH and “helix-1” of RuvC for activation, a previously proposed interaction. Overall, our study enables development of high-fidelity Cas12a and Cas9 variants by BH-modifications.

Abstract Pancreatic ductal adenocarcinoma (PDAC) is the main and the deadliest form of pancreatic cancer. This is a major problem of public health since it will become the second leading cause of death by cancer in the next few years, mainly due to the lack of efficient therapies. Transient Receptor Potential Cation Channel Subfamily M Member 7 (TRPM7) protein, a cation channel fused with a serine/threonine kinase domain is overexpressed in PDAC and associated with a low survival. In this work, we aim to study the role of kinase domain on pancreatic cell fates by using a model of kinase domain deletion by CRISPR-Cas9. PANC-1 and MIA PaCa-2 PDAC cell lines were used and kinase domain was deleted by CRISPR-Cas9 strategy. Kinase domain deletion (ΔK) was validated by RT-qPCR and western-blots. The effect of kinase domain deletion on channel function was studied by patch-clamp and Mn 2+ -quenching. The cell phenotype was studied by MTT and cell migration/invasion assays. Finally, the role of kinase domain was studied in vivo in xenografted mice. Here we show that TRPM7 kinase domain is required to maintain a mesenchymal phenotype in PDAC cells. We also demonstrated that TRPM7 and PAK1 interact in the same protein complexes. Moreover, TRPM7 kinase domain is required for carcinogenesis and cancer cell dissemination in vivo . Intriguingly, the role of TRPM7 kinase is cell specific and may depend on the KRAS oncogene mutation status. In conclusion, TRPM7 kinase domain is required to maintain a mesenchymal and aggressive phenotype in PDAC cells, and it could be a promising target against PDAC.

The existence and functional significance of immature neurons in the adult human brain, particularly in the context of neurodegenerative disorders, remain controversial. While rodent studies have highlighted active roles for adult-born immature neurons in the hippocampus under both healthy conditions and in Alzheimer’s disease (AD), evidence from the human brain is limited and lacks detailed molecular characterization. To address this gap, we performed single-nucleus RNA sequencing in aged healthy, AD and dementia-resilient human hippocampus to probe immature neuronal signatures and gene expression alterations associated with AD pathology and resilience. Employing a novel experimental and computational pipeline, we identified persistent populations of immature neurons across all donor groups, with transcriptional profiles distinct from both fetal counterparts and adult mature hippocampal neurons. These profiles were associated with ‘juvenile’ cellular functions, suggesting that the presence of these immature neuronal populations per se may actively contribute to maintaining homeostasis within the aged human hippocampus, a role that may be disrupted in AD. In the resilient brain, immature neurons were involved in transcriptional programs and intercellular interactions associated with anti-inflammatory, neurotrophic, neuroprotective, myelinating, anti-apoptotic and anti-amyloidogenic signaling pathways, suggesting active roles for the immature cells in enhancing cognitive resilience in the presence of AD pathology. Our findings reveal novel, putative physiological roles for immature neurons in the healthy and resilient adult human brain, and offer a resource for probing new strategies with potential functional relevance in AD.