Nature Communications

Accurate prediction of CRISPR-Cas9 guide RNA (gRNA) editing efficiency remains limited, particularly outside human systems, where models trained on exogenous human datasets show poor generalization. We analyzed Cas9 efficiency and repair outcomes using novel endogenous editing data from four human cell types, two tomato cell types, and cells from giant river prawn and black soldier fly. While integrating publicly available predictors via ensemble frameworks improved performance, our analysis revealed hundreds of novel features affecting activity. Crucially, dominant features related to sites competition for gRNA, and local geometric properties varied across systems, highlighting the strong context dependence of Cas9 efficiency and arguing against a universal model. Interestingly, codon usage bias-based features also emerged as informative predictors, as they are proxies for chromatin accessibility. In contrast, trends in repair outcomes remained conserved. This work provides essential resources for more generalizable CRISPR guide design.

Bacterial biofilms underpin chronic infection and antimicrobial resistance, notably in Pseudomonas aeruginosa. Here we deconvolute a commercial alginate lyase preparation from Flavobacterium quisquiliarum and identify a previously uncharacterised [~]21 kDa porphyrin-binding protein (FqPBP). Structural, biophysical and docking analyses reveal high-affinity tetrapyrrole binding. Recombinant FqPBP independently inhibits and disperses P. aeruginosa biofilms, implicating porphyrin sequestration and iron homeostasis in biofilm control and highlighting a potential therapeutic strategy targeting iron acquisition pathways.

Themeda triandra (family Andropogoneae) is a pan-continental grass occurring throughout Australia. Recognising its remarkable adaptive capacity, we assembled the nuclear genome sequence of a diploid accession from eastern Australia, finding all ten chromosomes of the 755 Mb assembly highly syntenic with those of Sorghum bicolor. Genotyping and cytometry of range-wide accessions suggested several historical radiation events, with polyploids dominating in arid regions, apart from a notable diploid lineage from the arid north-west of Australia (PAN). A detailed comparison of PAN with two diploids from temperate south-eastern Australia through whole-genome resequencing revealed extensive copy number variation and polymorphism, with changes in genes for heat-shock proteins and flowering regulation reflecting their environmental origin. Exploration of the rich genetic diversity in T. triandra with respect to environmental adaptation is expected to benefit grassland management programs and enable introgression of novel genes into Andropogoneae crops for climate resilience.

Tectonin Beta-Propeller Repeat containing 1 (TECPR1) is an essential regulator of a noncanonical autophagy pathway known as Sphingomyelin TECPR1 induced LC3 lipidation (STIL). TECPR1 forms an E3-like ligase complex and recognizes exposed sphingomyelin on damaged membranes. TECPR1 contains five folded domains however the structural basis for TECPR1 function has remained unresolved. Here, we report the first structure of full length TECPR1 resolved using cryo electron microscopy. TECPR1 forms an elongated hook shaped architecture that positions Dysferlin domains in a cis arrangement. Our structure uncovers an uncharacterized intramolecular interface between tectonin repeat 1 and PH domains. This interaction forms a stabilizing bridge that contributes to the orientation of the DysF domains. Molecular dynamics simulations further demonstrate that TECPR1 maintains the overall structural arrangement during membrane association. Our data provide a structural framework for how TECPR1 domain arrangement corresponds with membrane binding.

Emetic exotoxins secreted by Staphylococcus species (Staphylococcal enterotoxins, SEs) are a major cause of food poisoning cases worldwide and many are additionally classified as superantigens - able to potently activate T cells in an antigen independent manner. Fewer than half of the gene products of the known SE genes have been extensively characterized. The gene for Staphylococcal enterotoxin L (SEL) occurs in both foodborne and clinical isolates but no detailed structural characterization has yet been available. We report here the crystal structure of SEL and confirm its function as a superantigen via direct T cell activation assays. By comparison of the SEL sequence with that of its four closest homologues (SEI, SEK, SEM and SEQ), we have identified binding epitopes unique for SEL and mapped these regions onto the structure. These data provide the first high resolution view of SEL and the basis for the development of diagnostic procedures for its specific detection.

Borgs are giant linear extrachromosomal elements (ECEs) of methane-oxidizing Methanoperedens archaea whose evolutionary origin and ecosystem distribution remain unknown. Here we detected 240 Borgs in diverse saline, soil, and freshwater ecosystems. 27 encode methyl-coenzyme M reductases central to methane metabolism, eight have full rRNA operons related to those of Methanoperedens, and some contain up to four ribosomal proteins. We also identified 323 mini-Borgs whose proteome content and gene phylogenies classify as a distinct ECE type. Based on 105 complete and near-complete genomes, Borgs and mini-Borgs share core genes in conserved order, indicating common ancestry. Phylogenetic and diversity analyses suggest that Borgs evolved via gene acquisition into a backbone inherited from mini-Borgs. This evolutionary trajectory mirrors those proposed for giant viruses of both eukaryotes and bacteria.

Hospital settings can act as reservoirs for pathogens, with many nosocomial bacteria surviving for extended periods of time and spreading via contaminated environments, healthcare workers, or medical equipment. Infection prevention and control in hospital settings relies on accurately identifying transmission events to prevent further transmission. Whole-genome sequencing (WGS) offers the possibility to accurately identify bacterial strains and define transmission routes, yet traditional analyses often rely on fixed single nucleotide polymorphisms (SNP) thresholds that fail to account for the accumulation of variations over extended periods of time. We analyzed WGS surveillance data from bacterial isolates collected over five years in two hospitals in Germany and Denmark. By leveraging longitudinal sampling and repeated isolates from persistent infections, we estimated in vivo evolutionary rates from different strains belonging to three species: Escherichia coli, Klebsiella pneumoniae and Pseudomonas aeruginosa. Using species-level mean molecular clock rates, we developed a time-aware framework that defines transmission threshold based on expected SNP accumulation over time. Using this approach, transmission clusters were detected in 0.3% of E. coli, 9.3% of K. pneumoniae and 3.5% of P. aeruginosa isolates. To understand the genetic factors underlying epidemic strain potential, we compared epidemic lineages part of transmission chains with sporadic lineages. We found that epidemic lineages of K. pneumoniae and E. coli had higher virulence scores than sporadic strains, with enrichment of siderophores and adhesion genes, while resistance scores were similar. Genome-wide association analyses revealed hundreds of variants associated with epidemic status, particularly in replication, recombination and repair mechanisms, as well as metabolism related functions. With the predicted virulence and resistance scores we could easily observe predicted phenotypic changes within transmission clusters, including the loss of virulence factors in an outbreak, and the emergence of resistance after antibiotic treatment.

Transient receptor potential (TRP) channels are evolutionarily conserved polymodal cation channels that mediate diverse sensory functions across the animal kingdom. Although TRP channels play key roles in peripheral sensation, their expression and functional relevance in the cerebral cortex remain poorly defined. Here, we integrate long- and short-read transcriptomics, targeted qPCR and membrane-aware proteomics to quantify TRP family members in adult mouse cortex. Across transcriptomic platforms, cortical TRP expression is dominated by TRPML, TRPC, and TRPM subfamilies, with lower representation of TRPP/TRPV, whereas Trpa1 and Trpv1 lie near empirical detection thresholds. Our proteomic workflow yields reproducible protein-level evidence for a subset of cortical TRPs, including TRPV2, TRPC4, TRPM3, TRPM7 and TRPP2, consistent with transcript rank order, while TRPA1/TRPV1 do not meet replicate-level protein-group detection criteria under 1% FDR control. Together, these multi-platform measurements establish a quantitative reference for cortical TRP biology and a framework for profiling low-abundance ion channels in complex brain tissue.

Endurance exercise imposes extreme metabolic demands on the adult human brain, raising the question of how core brain function is preserved under physiological challenge. We previously showed that marathon running induces reversible reductions in myelin within specific white-matter tracts, suggesting adaptive structural change under metabolic stress. Here, we asked whether this process is functionally tolerated. Neurophysiological recordings revealed maintained conduction latencies across motor, somatosensory, visual, and auditory pathways within 48 hours after race completion, indicating intact axonal signal transmission despite reduced myelin content. Cognitive testing revealed selective and transient modulation of higher-order processing, including attenuated practice-related gains in processing speed and short-lived increases in interference, whereas visuomotor speed and executive flexibility were preserved. All cognitive measures normalized one month after the race, supporting an adaptive framework linking myelin change with preserved brain function under extreme metabolic stress.

P-glycoprotein is an efflux pump with an exceptionally broad substrate profile which drives its profound clinical impact. Despite its biological importance, it remains obscure how P-glycoprotein achieves its polyspecificity and how substrate binding and the lipid environment stimulate its activity. Structural data highlight the importance of transmembrane helices 4 and 10, which surround the binding pocket, and identify them as key players in substrate recognition. Here, we used cryo-EM to study P-glycoprotein in detergent and nanodiscs to strategically leverage environment- and substrate-dependent phenotypes. This approach allowed us to decipher unexpected and distinct roles of transmembrane helices 4 and 10, which structurally explain differences in ATPase activity. Our data highlights helix 4 as an environment sensor and helix 10 as the key player in substrate recognition constituting a dual regulation mechanism for the functional plasticity of P-glycoprotein, and visualizes the intricate interplay between a membrane protein and its environment.

The QacA DHA2 exporter from Staphylococcus aureus is a prototypical multidrug transporter that, like other bacterial efflux pumps, can extrude a wide range of cytotoxic compounds thus playing a crucial role in antimicrobial resistance. Here, we report crystal structures of wild-type QacA in three key conformational states: inward-open, outward-open and ethidium-bound, representing the first ligand-bound structure of a 14 transmembrane helices (TM) DHA2 transporter. In combination with computational and functional studies, these structures provide a mechanistic framework to understand drug recognition and extrusion. Structural analyses reveal remarkable adaptability within the binding pocket, including a ligand-induced deformation of TM5 that enables coordination of ethidium bromide in the outward-open state. Molecular dynamics simulations show spontaneous lipid entry into the transporter core and suggest that substrate binding from the inner membrane leaflet initiates a conformational transition to an outward-open state, stabilizing high-affinity interactions. Subsequent binding site protonation drives substrate extrusion. Together, these findings elucidate the structural dynamics and mechanistic underpinnings of QacA-mediated multidrug transport, highlighting conformational flexibility and proton-coupled electrostatic changes as key determinants of multidrug recognition and extrusion. This study provides a foundational framework for developing targeted inhibitors to combat bacterial multidrug resistance.

Osteoarthritis is increasingly recognised as a disease of failed integration across the whole joint unit; however, the mechanisms that co-ordinate tissue integrity from development through to adult homeostasis remain largely unresolved. The LIM-homeodomain transcription factor LMX1B is a key determinant of embryonic skeletal patterning, but how it functions to regulate skeletal integrity in the mature skeleton is unknown. Recently, LMX1B was identified as a key driver of osteoarthritis. Here we show that loss of lmx1ba in zebrafish causes premature and progressive severe osteoarthritic pathology in adult spines and jaws, despite largely normal early skeletal patterning, revealing a conserved and continuous requirement for lmx1ba in joint maintenance beyond development. At a cellular level, loss of lmx1ba decouples osteoblast and osteoclast-mediated remodelling leading to bone overgrowth, heterogeneity of bone properties causing increased incidence of spontaneous fractures, and progressive abnormalities in spine morphology. In parallel, we observe degeneration of the intervertebral disc and dysregulation of the proteome and glycosaminoglycans indicative of disrupted extracellular matrix and a breakdown of the coordinated regulation of hard and soft tissue interfaces, which at the organismal level leads to altered joint performance. Notably, degeneration is restricted to mobile joints, and is not observed in cranial sutures, demonstrating a selective requirement for lmx1ba in mechanically active tissues. These changes are consistent with a model of spatially disrupted matrix properties that, under cyclic loading, promote progressive tissue damage. Our findings support a model in which continued expression of LMX1B in adulthood is required to maintain joint structures throughout life.

CRISPR/Cas systems have largely been restricted to RNA-guided nucleases. Here, we present the cryo-EM structure of Acidaminococcus sp. Cas12a (AsCas12a) bound to a pseudo-DNA ({Psi}DNA) guide and RNA target, revealing how Cas12a accomplishes DNA-guided RNA recognition. The {Psi}DNA hairpin bridges the recognition and nuclease lobes, mimicking a PAM-proximal duplex and positioning the spacer to allow formation of a canonical RNA-DNA heteroduplex along the REC lobe. This provides a structural framework for its activity and provides a blueprint for future engineering.

The mechanosensitive channel of small conductance (MscS) is the founding member of the family of MscS-like channels, which share a structurally conserved core but feature additional structural elements that define their specific channel characteristics. Here, we characterize the structure and function of the Escherichia coli mechanosensitive channel of mini conductance (MscM), which features eight additional transmembrane (TM) helices and a large periplasmic domain. Our cryo-EM structures reveal that channel gating involves conformational changes in all domains of MscM. In particular, a cytoplasmic extension of TM7 couples the conformation of the TM domain to that of the cytoplasmic domain, resulting in gating of its lateral fenestrations, where ions enter the channel. Thus, different from all other MscS-like channels studied to date, channel gating in MscM is mediated by its cytoplasmic domain and not the TM domain, which senses changes in membrane tension and operates the cytoplasmic gates.

Anaerobic carbon transformation in freshwater sediments drives substantial methane emissions globally, yet the microbial taxa linking complex carbon degradation to methane production remain poorly characterized. Here, we combined metagenomics with the first metatranscriptomic dataset from the anoxic sediments of meromictic Lake Cadagno (Swiss Alps) to identify the active microbial clades, metabolic pathways, and extrachromosomal elements (ecDNA) across a depth gradient within the upper 56 cm of sediment. We recovered 802 species-level metagenome-assembled genomes (MAGs) spanning 66 phyla and identified a Bacteroidota clade (VadinHA17) as one of the most abundant and transcriptionally active populations in the sediment. This clade encodes and transcribes a broad range of diverse glycoside hydrolases (GH), indicating a central role in complex carbohydrate degradation. Transcriptional profiles suggest that this clade ferments organic substrates to acetate and hydrogen, which are key substrates for methanogenesis. In line with this, the acetoclastic methanogen Methanothrix and hydrogenotrophic Methanoregula were among the most abundant and transcriptionally active archaea in the same depth layers. Beyond microbial genomes, we detected 86,905 viral OTUs (vOTUs) and 2,136 plasmid OTUs (pOTUs), with free viruses and plasmids accounting for 5-10% and 0.2% of all sequencing reads, respectively. Notably, plasmids and viruses associated with Bacteroidota VadinHA17 encode and transcribe GHs that could augment host carbohydrate-degrading capacity. Together, these findings reveal new details on how methane production in anoxic lake sediments emerges from a network spanning primary fermentation, methanogenesis and ecDNA-mediated metabolisms.

Agricultural intensification has reduced biodiversity and weakened ecosystem functions essential for sustainable crop production. Agroforestry has been proposed as a regenerative strategy to restore these functions through vegetation diversification, yet its ecological effects at the farm scale remain insufficiently documented, particularly in Mediterranean perennial systems. Here, adaptive field monitoring and soil shotgun metagenomics were combined to investigate ecological responses across a 10-year agroforestry transition gradient in a Mediterranean citrus and olive farm. Mature agroforestry plots supported higher insect richness and functional diversity while maintaining stable pollinator communities. Plant-insect interaction analyses suggested that potential pest activity was largely associated with spontaneous and supportive vegetation rather than crops. In contrast, soil communities showed limited changes in overall richness but substantial compositional and functional restructuring, including enrichment of the arbuscular mycorrhizal fungus Rhizophagus and proteins with nutrient-cycling functions in advanced plots. Together, these findings suggest that agroforestry transition can promote functional diversification above and below ground and highlight the value of farmer-led regenerative transitions coupled with integrative ecological monitoring for the development of more resilient agricultural systems.

Shiga toxin-converting bacteriophages play a critical role in the emergence and virulence of pathogenic Escherichia coli strains. Despite their significance, detailed structural information on these phages remains scarce. Here we present a high-resolution cryo-electron microscopy and proteomic analysis of the phi24B bacteriophage, revealing an icosahedral capsid with T=9 symmetry, decorated by a processed esterase protein (gp84) and stabilized by cementing proteins. The tail assembly comprises a dodecameric portal, two rings of adapter proteins sharing a common fold, a hexameric nozzle, six lateral tail fibers, and a flexible central needle fiber. The binding sites of the fibers are described. Comparative analysis indicates conservation of the tail structure with related podoviruses but very different peripheral features.

Commercial penicillin production has relied on microbial fermentation for more than 80 years. Here, we engineered the plant, Nicotiana benthamiana, to produce penicillin G in its leaves by transient expression of up to seven fungal biosynthetic genes. Remarkably, all recombinant proteins localize to the analogous subcellular compartments without engineering signal peptide sequences or post-translational modification sites. Although non-ribosomal peptide synthetases occur widely in fungi and bacteria to produce a plethora of specialized metabolites, their evolutionary distribution does not extend to plants. Our results now open a new metabolic frontier for natural product synthesis, and offer possibilities to address global health concerns through an alternative biotechnology platform for fungal-derived pharmaceutical production.

Gram-negative bacteria maintain an asymmetric outer membrane that protects cells from environmental stresses and antibiotics. The maintenance of lipid asymmetry (Mla) pathway contributes to outer membrane lipid homeostasis through phospholipid transport between the outer and inner membranes. Although the periplasmic lipid carrier MlaC is thought to transfer phospholipids to the inner membrane MlaFEDB transporter via the hexameric protein MlaD, the molecular mechanism underlying this process remains unclear. Here we show crystal structures of two distinct MlaC-MlaD complexes from Pseudomonas aeruginosa that reveal distinct conformational states of MlaC. In these structures, an ordered conformation of the C-terminal 8 helix of MlaC positions MlaC distally from the central pore of the MlaD hexamer and limits accessibility of the lipid-binding cavity, whereas partial disordering of the 8 helix allows closer association with the MlaD hexamer and increased exposure of the cavity. Structure-based biochemical analyses further demonstrate that the C-terminal region negatively regulates MlaC- MlaD interaction while stabilizing phospholipid binding. These findings identify the C-terminal 8 helix as a conformational switch that couples MlaC positioning with lipid cavity accessibility, providing structural insight into phospholipid transfer at the MlaC-MlaD interface.

More than 600 distinct skeletal muscles constitute up to 40% of the total mass of the human body. Human skeletal muscles differ in anatomical position, morphology, origin, and function, but the diversity of their molecular phenotypes, the gene expression and protein abundance profiles, remains poorly explored. Here, we report the large-scale CAGE-Seq promoterome profiling of 75 human skeletal muscles, complemented by 22 matched proteomes obtained with mass spectrometry. We identified 37001 transcribed regulatory elements and 1804 protein groups encompassing 1895 proteins, 80% of which demonstrated non-uniform expression across different muscles. The skeletal muscles of the eye, tongue, and diaphragm had the most distinctive molecular phenotypes, while the overall diversity was driven by hundreds of transcription factors with tissue-specific activity. By analyzing the allelic imbalance of CAGE-Seq reads, we discovered 6653 allele-specific single-nucleotide variants often coinciding with muscle-related GWAS SNPs, including muscle volume. Finally, we provide an interactive online atlas of transcriptomic and proteomic molecular phenotypes, facilitating further studies of gene regulation and heritable pathologies of skeletal muscles.