Why is there so much non-neutral genetic variation segregating in natural populations? We dissect function and evolution of a near-cryptic quantitative trait locus (QTL) for defense metabolites in Arabidopsis using the CRISPR/Cas9 system and nucleotide polymorphism patterns. The QTL is explained by genetic variation in a family of four tightly linked indole-glucosinolate O -methyltransferase genes. Some of this variation appears to be maintained by balancing selection, some appears to be generated by non-reciprocal transfer of sequence, also known as ectopic gene conversion (EGC), between functionally diverged gene copies. Here we elucidate how EGC, as an inevitable consequence of gene duplication, could be a general mechanism for generating genetic variation for fitness traits.

Human retinal organoids are in vitro 3D structures that recapitulate key molecular and structural characteristics of the in vivo retina. They include the presence of all essential retinal cell types including photoreceptors, making them relevant models for preclinical development of gene therapies. A critical knowledge gap exists in understanding their utility for gene editing optimization, particularly for specific genetic disorders. We assessed the potential of retinal organoids for optimizing CRISPR/Cas9-mediated gene editing, focusing on the therapeutically relevant RHO gene implicated in autosomal dominant Retinitis Pigmentosa (adRP). Using retinal organoids, in vitro HEK293T cells, and two humanized mouse models carrying different RHO mutations, we compared editing efficiencies. We observed that retinal organoids have lower transfection efficiency compared to HEK293T cells. Notably, they exhibited editing efficiencies more closely aligned with those found in vivo . We also observed similar delivery patterns of CRISPR/Cas9 tools in both retinal organoids and mouse retinas. These delivery patterns and editing efficiencies remained consistent across dual AAV systems and transiently delivered ribonucleoprotein complexes. Our findings demonstrate that retinal organoids achieve editing outcomes comparable to those observed in vivo underscoring their utility as part of a preclinical testing platform for genome editing, with implications for advancing gene therapy research in inherited retinal diseases. Graphical abstract eTOC Retinal organoids can be used to mirror in vivo mouse retina to develop CRISPR therapeutics. Here, Pulman and colleagues show similar ranges of gene editing and delivery dynamics between the organoids and in vivo mouse retina, highlighting the organoid’s underexplored potential for evaluating gene editing therapies in retinal diseases.

Abstract Background Long non-coding RNAs (LncRNAs) have emerged as pivotal biomarkers and regulators across various cancers. In pancreatic cancer (PC), however, the mechanisms underlying the expression and functional roles of lncRNAs remain inadequately elucidated. Methods CRISPR/CRISPR-associated protein 9 (Cas9) single-guide RNA (sgRNA)-pooled lncRNA libraries were used to screen for the critical lncRNAs regulating PC metastasis. The expression levels of lncRNA HNF1A-AS1 were quantified in PC cell lines and clinical samples using qRT-PCR. Investigations into HNF1A-AS1's impact on PC cell migration and invasion were conducted through both loss-of-function and gain-of-function approaches. A range of techniques, including fluorescence in situ hybridization (FISH), mRNA sequencing, RNA immunoprecipitation (RIP), bioinformatics analysis, dual-luciferase reporter assays, RNA pull-down assays, ChIP-PCR, and rescue experiments, were employed to unravel the competitive endogenous RNA (ceRNA) network regulated by HNF1A-AS1. Results The research identified HNF1A-AS1 as a novel and influential lncRNA that acts as a pro-metastatic factor in PC. Compared to normal controls, HNF1A-AS1 levels were significantly elevated in PC cell lines and tissue samples. Elevated HNF1A-AS1 expression correlated with increased lymph node metastasis and poorer overall survival in patients with PC. Knocking down HNF1A-AS1 substantially reduced metastasis, whereas its overexpression exacerbated it. Mechanistically, HNF1A-AS1 promotes an oncogenic splice switch from the standard isoform CD44s to the variant isoform CD44v (3–10), acting as a scaffold for the binding of CD44 pre-mRNA to U2SURP. The levels of HNF1A-AS1 and CD44v (3–10) serve as indicators of poor prognosis. Furthermore, SNAI2 was shown to specifically bind to the HNF1A-AS1 promoter, thereby activating its transcription. Antisense oligonucleotides (ASOs) targeting HNF1A-AS1 also significantly inhibited cancer metastasis. Conclusions SNAI2’s role in enhancing HNF1A-AS1 transcription underscores the critical function of HNF1A-AS1 in promoting PC metastasis through modulation of CD44 alternative splicing via U2SURP. Targeted silencing of HNF1A-AS1 presents a promising therapeutic avenue for patients with PC.

ABSTRACT The host range of a bacteriophage—the diversity of hosts it can infect—is central to understanding phage ecology and applications. While most well-characterized phages have narrow host ranges, broad-host-range phages represent an intriguing component of marine ecosystems. The genetic and evolutionary mechanisms driving their generalism remain poorly understood. In this study, we analyzed Schizotequatroviruses and their Vibrio crassostreae hosts, collected from an oyster farm. Schizotequatroviruses exhibit broad host ranges, large genomes (~252 kbp) encoding 26 tRNAs, and conserved genomic organization interspersed with recombination hotspots. These recombination events, particularly in regions encoding receptor-binding proteins and antidefense systems, highlight their adaptability to host resistance. Notably, some lineages demonstrated receptor-switching between OmpK and LamB, showcasing their evolutionary flexibility. Despite their broad host range, Schizotequatroviruses were rare in the environment. Their scarcity could not be attributed to burst size, which was comparable to other phages in vitro , but may result from ecological constraints or fitness trade-offs, such as their preference for targeting generalist vibrios in seawater rather than the patho-phylotypes selected in oyster farms. Our findings clarify the genetic and ecological trade-offs shaping Schizotequatrovirus generalism and provide a foundation for future phage applications in aquaculture and beyond.

It is well established that the color of a chicken’s shank is primarily determined by four genetic loci. Among these, the Inhibition of dermal melanin ( ID ) locus, which suppresses black pigmentation in the dermal layer of the shank, is the sole sex-linked mutation and its molecular mechanisms remained elusive. In this study, a resource family with segregating shank colors was constructed. A genome-wide association study utilizing FarmCPU software identified a top-associated SNP located on the Z chromosome. Subsequent linkage mapping further refined the candidate region, enabling the screening of the candidate structural variation. The candidate structural variation is associated with the yellow shank and characterized by a 143 bp deletion accompanied by a 2 bp insertion. Within the same Topologically Associating Domain, only the CDKN2A gene showed differential expression. Functional studies, including CRISPR/Cas9-edited cells, provided evidence that this mutation regulates CDKN2A transcription and is responsible for the ID shank color in chickens. The absence of melanocytes is likely due to their apoptosis. This study completes the puzzle of chicken shank color genetics and paves the way for the application of the ID mutation in the auto-sexing of chicks which is intensively needed in layer and broiler industries.

Mutations in the immune-specific actin regulator WASp induce a proinflammatory state in myeloid cells, whose underlying causes remain poorly defined. Here, we applied microfabricated tools that mimic tissue mechanical forces to explore the role of WASp in connecting mechano-sensing to the activation of inflammatory responses in macrophages. We show that WASp-deficient macrophages carry alterations in nuclear structure and undergo increased blebbing and nuclear rupture when exposed to mechanical confinement. High-resolution imaging indicates that WASp drives the formation of protective perinuclear actin structures in response to confinement. Functionally, a proinflammatory gene signature linked to nuclear envelope rupture is preferentially active in confined WASp null macrophages, which partially depends on the cGAS-STING pathway of cytosolic DNA sensing. Analysis of transcriptional datasets of human and mouse tissue macrophages confirmed elevated inflammatory activation in WASp null cells. Together, these data uncover that WASp restricts pro-inflammatory activation of macrophages by preserving nuclear integrity in confined environments, providing novel clues to understand inflammatory activation in Wiskott-Aldrich Syndrome.

Summary Phasing biological and physiological processes to periodic light-dark cycles is crucial for the life of most organisms. Marine diatoms, as many phytoplanktonic species, exhibit biological rhythms, yet their molecular timekeepers remain largely uncharacterized. Recently, the bHLH-PAS protein RITMO1 has been proposed to act as a regulator of circadian rhythms. In this study, we first determined the physiological conditions to monitor circadian clock activity and its perturbation in the diatom model species Phaeodactylum tricornutum by using cell fluorescence as a circadian output. Employing ectopic overexpression, targeted gene mutagenesis, and functional complementation, we then investigated the role of RITMO1 in various circadian processes. Our findings reveal that RITMO1 significantly influences the P. tricornutum circadian rhythms not only of cellular fluorescence, but also of photosynthesis and of the expression of clock-controlled genes, including transcription factors and putative clock input/output components. RITMO1 effects on rhythmicity are unambiguously detectable under free running conditions. By uncovering the complex regulation of biological rhythms in P. tricornutum , these results provide a key step in understanding the endogenous regulators of phytoplankton physiological responses to environmental changes. Furthermore, these studies position diatoms as instrumental and novel model systems for elucidating key mechanistic principles of oscillator functions in marine ecosystems.

Zinc finger antiviral protein (ZAP) binds CpG dinucleotides in viral RNA and targets them for decay. ZAP interacts with several cofactors to form the ZAP antiviral system, including KHNYN, a multidomain endoribonuclease required for ZAP-mediated RNA decay. However, it is unclear how the individual domains in KHNYN contribute to its activity. Here, we demonstrate that the KHNYN amino terminal extended-diKH (ex-diKH) domain is required for antiviral activity and present its crystal structure. The structure belongs to a rare group of KH-containing domains, characterized by a non-canonical arrangement between two type-1 KH modules, with an additional helical bundle. N4BP1 is a KHNYN paralog with an ex-diKH domain that functionally complements the KHNYN ex-diKH domain. Interestingly, the ex-diKH domain structure is present in N4BP1-like proteins in lancelets, which are basal chordates, indicating that it is evolutionarily ancient. While many KH domains demonstrate RNA binding activity, biolayer interferometry and electrophoretic mobility shift assays indicate that the KHNYN ex-diKH domain does not bind RNA. Furthermore, residues required for canonical KH domains to bind RNA are not required for KHNYN antiviral activity. By contrast, an inter-KH domain cleft in KHNYN is a potential protein-protein interaction site and mutations that eliminate arginine salt bridges at the edge of this cleft decrease KHNYN antiviral activity. This suggests that this domain could be a binding site for an unknown KHNYN cofactor.

Abstract Background Quorn mycoprotein, a protein-rich meat alternative, is produced through large-scale fermentation of the fungus Fusarium venenatum . However, a major challenge during F. venenatum fermentation is the consistent appearance of mutants called colonial variants (C-variants). These C-variants have a highly branched morphology, which ultimately lead to a less desirable final product and early termination of the fermentation process. This study aimed to identify the genetic mutations responsible for C-variant morphology. Results We first isolated both C-variant and wild-type strains from commercial fermentation samples and characterised radial growth rates on solid media. Whole genome sequencing facilitated the identification of mutations in a gene called jg4843 in 11 out of 12 C-variant isolates, which was not observed in the wild-type isolates. The jg4843 gene was identified as the ortholog of LRG1, a Rho-GTPase activating protein that regulates the Rho1 signalling pathway affecting fungal growth. Notably, the mutations in jg4843 were primarily located in the RhoGAP domain responsible for LRG1 activity. To confirm the role of these mutations, we used CRISPR/Cas9-mediated homology-directed recombination to introduce the C-variant mutations into the wild-type isolate, which successfully recapitulated the characteristic C-variant morphology. Conclusions This study identified mutations in the LRG1 ortholog jg4843 as the genetic cause of C-variant morphology in commercial fermentation F. venenatum isolates. Understanding this genetic basis paves the way for developing strategies to prevent C-variants arising, potentially leading to more efficient and sustainable production of Quorn mycoprotein.

Abstract Dominant optic atrophy (DOA) is the most common inherited optic neuropathy, characterised by the selective loss of retinal ganglion cells (RGCs). Over 60% of DOA cases are caused by pathogenic variants in the OPA1 gene, which encodes a dynamin-related GTPase protein. OPA1 plays a key role in the maintenance of the mitochondrial network, mitochondrial DNA integrity and bioenergetic function. However, our current understanding of how OPA1 dysfunction contributes to vision loss in DOA patients has been limited by access to disease-relevant, patient-derived RGCs. Here, we used induced pluripotent stem cell (iPSC)-RGCs to study how OPA1 affects cellular homeostasis in human RGCs, the most vulnerable cell type in DOA. iPSCs derived from OPA1 DOA patients and isogenic CRISPR-Cas9-corrected iPSCs were differentiated to iPSC-RGCs. Defects in mitochondrial networks and increased levels of reactive oxygen species were observed in iPSC-RGCs carrying OPA1 pathogenic variants. Ultrastructural analyses also revealed changes in mitochondrial shape and cristae structure, with decreased endoplasmic reticulum (ER):mitochondrial contact length in DOA iPSC-RGCs. Mitochondrial membrane potential was reduced and its maintenance was also impaired following inhibition of the F1Fo-ATP synthase with oligomycin, suggesting that mitochondrial membrane potential is maintained in DOA iPSC-RGCs through reversal of the ATP synthase and ATP hydrolysis. These impairments in mitochondrial structure and function were associated with defects in cytosolic calcium buffering following ER calcium release and store-operated calcium entry, and following stimulation with the excitatory neurotransmitter glutamate. In response to mitochondrial calcium overload, DOA iPSC-RGCs exhibited increased sensitivity to opening of the mitochondrial permeability transition pore. These data reveal novel aspects of DOA pathogenesis in patient-derived RGCs. The findings suggest a mechanism in which primary defects in mitochondrial network dynamics disrupt core mitochondrial functions, including bioenergetics, calcium homeostasis, and opening of the permeability transition pore, which may contribute to vision loss in DOA patients.

Genetic biocontrol systems have broad applications in population control of insects implicated in both disease spread and food security. In this study we establish and characterise a novel split-CRISPR/Cas9 system we term Sex Conversion Induced by CRISPR (SCIC) in Ceratitis capitata (the Mediterranean fruit fly), a major agricultural pest with a global distribution. Using the white eye gene for toolkit selection, we achieved up to 100% CRISPR/Cas9 efficiency, displaying the feasibility of C. capitata split-CRISPR/Cas9 systems using constitutive promoters. We then induce sex-conversion by targeting the transformer gene in a SCIC approach aimed for SIT-mediated releases upon radiation-based sterilisation. Knock-out of transformer induced partial to full female-to-male sex-conversion, with remaining individuals all being intersex and sterile. SCIC population modelling shows superior performance to traditional population control strategies, allowing for faster population elimination with fewer released sterile males. Our results build the foundation for further genetic pest control methods of C. capitata and related tephritid agricultural pests. Significance statement Agricultural industry faces increasing threat from a multitude of pests including the domineering tephritid fruit flies. Genetic engineering of these pests has been recently tested to develop more efficient and affordable population control strategies. Here, we develop a new approach to improve existing population control measures by testing it in one of the most famous and dangerous tephritids, the Mediterranean fruit fly. Through optimisation, we achieved desired outcomes: female fly absence achieved via semi and full female-to-male sex conversion by CRISPR-mediated genome editing through gene mutations. For the first time in this insect, we used a split, and thus inducible, approach for such genome editing. Our work holds the potential to significantly improve tephritid population control strategies.

Understanding the interplay between cell fate specification and morphogenetic changes remains a central challenge in developmental biology. Gastruloids, self-organizing stem cell-based models of post-implantation mammalian development, provide a powerful platform to address this question. Here, we show that physical parameters, particularly system size, critically influence the timing and outcomes of morphogenetic processes. Larger gastruloids exhibit delayed symmetry breaking, increased multipolarity, and prolonged axial elongation, with morphogenesis driven by system size. Despite these variations, transcriptional programs and cell fate composition remain remarkably stable across a broad size range. Notably, extreme sizes show distinct transcriptional modules and clear shifts in gene expression patterns. Intriguingly, size perturbation experiments rescued the morphogenetic and pattern phenotypes observed in extreme sizes, demonstrating the remarkable adaptability of gastruloids to their effective system size. These findings establish gastruloids as versatile models for studying spatiotemporal dynamics in mammalian embryogenesis and reveal how physical constraints decouple transcriptional from morphogenetic programs.

Adaptive Laboratory Evolution (ALE) is a powerful approach for mining genetic data to engineer industrial microorganisms. This evolution-informed design requires robust genetic tools to incorporate the discovered alleles into target strains. Here, we introduce the EasyGuide CRISPR, a five-plasmid platform that exploits E. coli ’s natural recombination system to assemble gRNA plasmids from overlapping PCR fragments. The production of gRNAs and donor DNA is further facilitated by using recombination cassettes generated through PCR with 40 to 60-mer oligos. With the new CRISPR toolkit, we constructed 22 gene edits in E. coli DH5α, most of which corresponded to alleles mapped in E. coli DH5α and E2348/69 ALE populations selected for sucrose propagation. For DH5α ALE, sucrose consumption was supported by the cscBKA operon expression from a high-copy plasmid. During ALE, plasmid integration into the chromosome, or its copy number reduction due to the pcnB deletion, conferred a 30–35% fitness gain, as demonstrated by CRISPR-engineered strains. A ∼5% advantage was also associated with a ∼40.4 kb deletion involving fli operons for flagella assembly. In E2348/69 ALE, inactivation of the hfl system suggested selection pressures for maintaining λ-prophage dormancy (lysogeny). We further enhanced our CRISPR toolkit using yeast for in vivo assembly of donors and expression cassettes, enabling the establishment of polyhydroxybutyrate synthesis from sucrose. Overall, our study highlights the importance of combining ALE with streamlined CRISPR-mediated allele editing to advance microbial production using cost-effective carbon sources.

ABSTRACT Inactivation of disease alleles by allele-specific editing is a promising approach to treat dominant-negative genetic disorders, provided the causative gene is haplo-sufficient. We previously edited a dominant NEFL missense mutation with inactivating frameshifts and rescued disease-relevant phenotypes in induced pluripotent stem cell (iPSC)-derived motor neurons. However, a multitude of different NEFL missense mutations cause disease. Here, we addressed this challenge by targeting common single-nucleotide polymorphisms in cis with NEFL disease mutations for gene excision. We validated this haplotype editing approach for two different missense mutations and demonstrated its therapeutic potential in iPSC-motor neurons. Surprisingly, our analysis revealed that gene inversion, a frequent byproduct of excision editing, failed to reliably disrupt mutant allele expression. We deployed alternative strategies and novel molecular assays to increase therapeutic editing outcomes while maintaining specificity for the mutant allele. Finally, population genetics analysis demonstrated the power of haplotype editing to enable therapeutic development for the greatest number of patients. Our data serve as an important case study for many dominant genetic disorders amenable to this approach.

Diverse molecular networks have been extensively studied to discover therapeutic targets and repurpose approved drugs. However, it is necessary to select a suitable network since the performance of network medicine relies heavily on the completeness and characteristics of the selected network. Although a network using gene essentiality from cancer cells could be an effective platform for identifying anticancer targets, efforts to apply these networks in therapeutic applications have been limited. We constructed a phenotype-level network using the co-essentiality relationship between genes in CRISPR screens across 769 cancer cells to discover therapeutic targets for diverse cancer types. Leveraging cancer driver genes and network propagation on the networks, we found that the co-essentiality network better prioritized anticancer targets and biomarkers and predicted more precise drug responses in cancer cells than other molecular networks. The co-essentiality network outperformed conventional molecular networks in drug repurposing, which were validated in silico by clinical trial records. Notably, the co-essentiality network provided 37 repurposed drugs that the other networks have yet to cover, and we showcased three approved drugs repurposed for lung adenocarcinoma (Pioglitazone hydrochloride, Atovaquone, and Eflornithine). Our study provides a novel network for precision oncology to improve the identification of therapeutic targets in specific cancers.

The integrated stress response (ISR) is a conserved eukaryotic signaling pathway that responds to diverse stress stimuli to restore proteostasis. The strength and speed of ISR activation must be tuned properly to allow protein synthesis while maintaining proteostasis. Here, we describe how genetic perturbations change the dynamics of the ISR in budding yeast. We treated ISR dynamics, comprising timecourses of ISR activity across different levels of stress, as a holistic phenotype. We profiled changes in ISR dynamics across thousands of genetic perturbations in parallel using CRISPR interference with barcoded expression reporter sequencing (CiBER-seq). We treated cells with sulfometuron methyl, a titratable inhibitor of branched-amino acid synthesis, and measured expression of an ISR reporter. Perturbations to translation such as depletion of aminoacyl-tRNA synthetases or tRNA biogenesis factors reduced cell growth and caused a strikingly proportionate activation of the ISR activation. In contrast, impaired ribosome biogenesis reduced basal ISR activity and weakened ISR dynamics. Reduced ribosome capacity may lower the demand for amino acids and thereby explain these changes. Our work illustrates how CiBER-seq enables high-throughput measurements of complex and dynamic phenotypes that shed light on adaptive and homeostatic mechanisms.

Summary Bacterial resistance to bacteriophages (phages) relies on two primary strategies: preventing phage attachment and blocking post-attachment steps. These latter mechanisms are mediated by defence systems, including DNA-degrading systems such as Restriction- Modification (RM) and CRISPR-Cas, as well as abortive infection systems that induce cell death or dormancy. Computational studies suggest that bacterial genomes encode several defence systems, which may act synergistically to enhance phage resistance. However, the regulation, interactions, and ecological roles of these systems in native hosts remain poorly understood. This study explored the role of eight predicted defence systems in the clinical isolate NILS69 of E. coli by testing its susceptibility to 93 phages. Infectivity and adsorption assays using mutants defective in these systems revealed that only PD-T4-3 and RM systems restricted phages able to adsorb. The RM system acted via a predicted Type IV endonuclease and was also able to limit plasmid conjugation if the plasmid was transferred from a donor strain lacking a methylase, which is the hallmark of Type I, II or III RM systems. Other defence systems showed no detectable activity, likely due to phage specificity, environmental regulation, or cofactor requirements. These findings underscore the need for further studies to investigate the regulation and ecological roles of bacterial defence systems in their native host contexts.

CRISPR/Cas9 nucleases offer powerful tools for genome editing but can cause unintended mutations at the target site due to the creation of double-stranded DNA breaks. Prime editing (PE) is arguably a safer technology as it relies on the creation of single-strand DNA nicks and avoids possible indels. Despite its precision, current PE systems are limited by relatively low editing efficiency in non-immortalized cells. Here, we optimized prime editing in human induced pluripotent stem cells (hiPSCs) using a fluorescence-based assay to achieve near-complete editing of a BFP transgene. Using an all-RNA approach, precise prime editing of a single nucleotide variant was observed in >95% of cells with minimal unintended edits at the target site.

Human embryonic stem cells (hESCs) are notable for their ability to self-renew and to differentiate into all tissue types in the body. NANOG is a core regulator of hESC identity, and dynamic control of its expression is crucial to maintain the balance between self-renewal and differentiation. Transcriptional regulation depends on enhancers, but NANOG enhancers in hESCs are not well characterized. Here we report two NANOG enhancers discovered from a CRISPR interference screen in hESCs. Deletion of a single copy of either enhancer significantly reduced NANOG expression, compromising self-renewal and increasing differentiation propensity. Interestingly, these two NANOG enhancers are involved in a tandem duplication event found in certain primates including humans but not in mice. However, the duplicated counterparts do not regulate NANOG expression. This work expands our knowledge of functional enhancers in hESCs, and highlights the sensitivity of the hESC state to the dosage of core regulators and their enhancers.

Genome editing has become a routine tool for functionally characterizing plant and animal genomes. However, stable genome editing in plants remains limited by the time- and labor- intensive process of generating transgenic plants, as well as by the efficient isolation of desired heritable edits. In this study, we evaluated the impact of the morphogenic regulator GRF-GIF on plant regeneration and genome editing outcomes in tomato. We demonstrate that expressing a tomato GRF-GIF chimera reliably accelerates the onset of shoot regeneration from callus tissue culture by approximately one month and nearly doubles the number of recovered transgenic plants. Consequently, the GRF-GIF chimera enables the recovery of a broader range of edited haplotypes and simplifies the isolation of mutants harboring heritable edits, but without markedly interfering with plant growth and development. Based on these findings, we outline strategies that employ basic or advanced diagnostic pipelines for efficient isolation of single and higher-order mutants in tomato. Our work represents a technical advantage for tomato transformation and genome editing, with potential applications across other Solanaceae species.

ABSTRACT Nyuzenamides belong to the class of bioactive cinnamoyl moiety containing non-ribosomal peptides (NRPs). However, their biosynthetic gene cluster (BGC) remains unconfirmed. Genome-mining revealed a putative nyu BGC in Streptomyces hygroscopicus DSM 40578. Nyuzenamides D ( 1 ) and E ( 2 ) were subsequently isolated, and the structures were elucidated by detailed NMR spectroscopic and MS spectrometric data analyses. The absolute configuration of 1 was determined by a single-crystal X-ray diffraction study. Through retro-biosynthesis and CRISPR-genome editing, the non-ribosomal peptide synthetase biosynthetic gene cluster for nyuzenamides was confirmed. Our discovery enriches the diversity of cinnamoyl-containing nonribosomal peptides and validates the biosynthetic gene clusters for future genome-mining research.

Genomes are fundamental to understanding microbial ecology and evolution. The emergence of high-throughput, long-read DNA sequencing has enabled recovery of microbial genomes from environmental samples at scale. However, expanding the microbial genome catalogue of soils and sediments has been challenging due to the enormous complexity of these environments. Here, we performed deep, long-read Nanopore sequencing of 154 soil and sediment samples collected across Denmark and through an optimised bioinformatics pipeline, we recovered genomes of 15,314 novel microbial species, including 4,757 high-quality genomes. The recovered microbial genomes span 1,086 novel genera and provide the first high-quality reference genomes for 612 previously known genera, expanding the phylogenetic diversity of the prokaryotic tree of life by 8 %. The long-read assemblies also enabled the recovery of thousands of complete rRNA operons, biosynthetic gene clusters and CRISPR-Cas systems, all of which were underrepresented and highly fragmented in previous terrestrial genome catalogues. Furthermore, the incorporation of the recovered MAGs into public genome databases significantly improved species-level classification rates for soil and sediment metagenomic datasets, thereby enhancing terrestrial microbiome characterization. With this study, we demonstrate that long-read sequencing and optimised bioinformatics, allows cost-effective recovery of high-quality microbial genomes from highly complex ecosystems, which remain the largest untapped source of biodiversity for expanding genome databases and filling in the gaps of the tree of life.

The regulation of midline crossing of axons is of fundamental importance for the proper development of nervous system connectivity in bilaterian animals. A number of conserved axon guidance signaling pathways coordinate to attract or repel axons at the nervous system midline to ensure the proper regulation of midline crossing. The attractive Netrin-Frazzled/DCC (Net-Fra) signaling pathway is widely conserved among bilaterians, but it is not clear whether the mechanisms by which Net and Fra promote midline crossing are also conserved. In Drosophila , Fra can promote midline crossing via Netrin-dependent and Netrin-independent mechanisms, by acting as a canonical midline attractive receptor and also through a non-canonical pathway to inhibit midline repulsion via transcriptional regulation. To examine the conservation of Fra-dependent axon guidance mechanisms among insects, in this paper we compare the midline attractive roles of the Frazzled receptor in the fruit fly ( Drosophila melanogaster ) and flour beetle ( Tribolium castaneum ) using CRISPR/Cas9-mediated gene editing. We replace the Drosophila fra gene with sequences encoding Drosophila Fra (DmFra) or Tribolium Fra (TcFra) and examine midline crossing of axons in the ventral nerve cord of embryos carrying these modified alleles. We show that Tribolium Fra can fully substitute for Drosophila Fra to promote midline crossing of axons in the embryonic nervous system, suggesting that the mechanisms by which Frazzled regulates midline axon guidance may be evolutionarily conserved within insects.

Accurately predicting how DNA sequence drives gene regulation and how genetic variants alter gene expression is a central challenge in genomics. Borzoi, which models over ten thousand genomic assays including RNA-seq coverage from over half a megabase of sequence context alone promises to become an important foundation model in regulatory genomics, both for massively annotating variants and for further model development. However, its reliance on handcrafted, relative positional encodings within the transformer architecture limits its computational efficiency. Here we present Flashzoi, an enhanced Borzoi model that leverages rotary positional encodings and FlashAttention-2. This achieves over 3-fold faster training and inference and up to 2.4-fold reduced memory usage, while maintaining or improving accuracy in modeling various genomic assays including RNA-seq coverage, predicting variant effects, and enhancer-promoter linking. Flashzoi’s improved efficiency facilitates large-scale genomic analyses and opens avenues for exploring more complex regulatory mechanisms and modeling.

ABSTRACT Trypanosoma cruzi , the causative agent of Chagas disease, possesses glycosomes - unique organelles that house key metabolic enzymes, several of which are promising therapeutic targets. Among them, phosphoenolpyruvate carboxykinase (PEPCK) plays a central role in succinic fermentation, the main pathway for NAD + regeneration within the organelle. Using CRISPR/Cas9 editing, PEPCK gene was disrupted in T. cruzi , producing single- allele knockout epimastigotes (TcPEPCK-sKO) with reduced enzyme activity. This disruption impaired glucose consumption and mitochondrial respiration, particularly oxidative phosphorylation, reducing dependence on mitochondrial ATP production. To compensate, pyruvate phosphate dikinase was upregulated, increasing alanine production, possibly to maintain redox balance. Although TcPEPCK-sKO epimastigotes exhibited a minor reduction in growth, their differentiation (metacyclogenesis) and invasion were severely compromised. However, once inside the host cell, TcPEPCK-sKO amastigotes increased their replication, leading to enhanced trypomastigote production. The same was observed in in vivo infection, where TcPEPCK-sKO infection in IFNγ-deficient mice caused uncontrolled parasitemia and severe pathology, highlighting the PEPCK critical role in host-pathogen interactions. However, an intact immune system effectively contained TcPEPCK-sKO infection. Taken together, our findings demonstrate that PEPCK is crucial for T. cruzi energy metabolism, enabling the parasite differentiation within the insect vector and controlling the infection of mammalian host cells.