Biology subjects

Zhu, W.

Publications and source records attributed to Zhu, W..

At least 19 recordsLinked to original sources

bioRxiv2026

Multi-omics reveals accumulation mechanisms underlying differences in sesquiterpenoid content across different growth environments of Atractylodes macrocephala rhizome

This study aimed to explore mechanisms driving differential sesquiterpenoid accumulation in Atractylodes macrocephala rhizome (AMR) under different growth environments. Root and rhizosphere soil samples were collected from wild, imitated wild, one- and two-year cultivated AMR. Combined metabolomic, transcriptomic and microbiomic profiling was carried out to investigate alterations in sesquiterpenoid levels, root-associated microbiota, and terpenoid biosynthetic genes under different growth environments. Metabolomics revealed that wild AMR exhibited higher pyruvate consumption and accumulated more atractylone and atractylenolides. Transcriptomic analysis demonstrated that the genes encoding key MEP pathway enzymes (DXS, DXR, MCT, HDS) and the genes encoding the sesquiterpenoid biosynthetic enzyme GDS were significantly upregulated in wild AMR. In contrast, the genes encoding triterpenoid synthetic enzymes (SQS, SQE, {beta}-AS) were downregulated, redirecting metabolic precursors toward sesquiterpenoid synthesis. Microbial community structures differed substantially across groups. Further analysis suggested rhizosphere microorganisms were important contributors to AMR medicinal quality, and sesquiterpenoid metabolites accumulated in AMR roots, together with the rhizosphere microenvironment, jointly shape specific rhizosphere fungal assembly. This study systematically revealed the synergistic regulatory relationships among sesquiterpenoids metabolism, gene expression, growth environment, and root-associated microbes, providing multi-omics evidence for clarifying the mechanism by which these factors coordinately regulate the quality of AMR.

plant biology↗

bioRxiv2026

Auditing Protein-Protein Interaction Signals with Sparse Autoencoder Fingerprints

Protein language models have become a dominant foundation for sequence-based protein-protein interaction (PPI) prediction, but their generalization remains limited under stringent evaluation, and benchmark accuracy alone cannot reveal whether a PPI predictor learns partner-specific biological signals or exploits contextual shortcuts. Here we introduce AuditPPI, an interpretable framework that transforms sparse-autoencoder (SAE) features from a frozen protein language model into order-invariant pair fingerprints, recasting PPI prediction as an auditable tabular-learning problem. AuditPPI achieves competitive predictive performance across diverse PPI benchmarks while enabling multiscale auditing of the information supporting its predictions. Protein-level audits show that partner-independent participation signals remain substantial in conventional benchmarks, including protein-disjoint benchmark, but are largely insufficient for pair-level discrimination in topology- and degree-controlled benchmark. Pair-level analyses further show that removing protein identity overlap does not eliminate contextual structure: protein-disjoint benchmarking retains strong subcellular co-localization signals and benchmark-dependent feature matching captured by SAE co-activation and absolute-difference. Structural analyses, however, provide little evidence that these predictive signals are specifically grounded in PPI interfaces: feature enrichment at interfaces for protein-disjoint benchmark was no longer detectable after controlling for surface exposure, and contact-specific enrichment was observed for only a small fraction of testable SAE feature pairs. AuditPPI therefore separates predictive success from mechanistic fidelity and provides a practical framework for evaluating whether sequence-based PPI predictors capture partner-specific biological signals instead of contextual shortcuts.

bioinformatics↗

bioRxiv2026

Ryanodine receptor cluster remodeling links COL4A2 mutation to cerebral artery dysfunction

Pathogenic variants of COL4A1 and COL4A2, which encode the 1 and 2 chains of type IV collagen in vascular basement membranes, cause cerebral small vessel disease and intracerebral hemorrhage, but the signaling mechanisms that precede vascular damage remain incompletely defined. Here, we investigated cerebral arterial function in mice heterozygous for the Col4a2+/G646D mutation. Cerebral pial arteries from aged (12-month-old), but not young (3-month-old), Col4a2+/G646D mice exhibited impaired pressure-induced myogenic tone, whereas downstream parenchymal arterioles retained normal myogenic responsiveness, revealing a segment-selective vascular defect. The frequency of subcellular Ca2+ signals (Ca2+ sparks) generated by the release of Ca2+ through ryanodine receptors (RyR2s) on the sarcoplasmic reticulum (SR) was increased, and large-conductance Ca2+-activated K+ (BK) channel activity was elevated, in cerebral pial artery smooth muscle cells (SMCs) from aged Col4a2+/G646D mice. SR Ca2+ store load and Ryr2 transcript abundance were unchanged in these cells, but Stimulated Emission Depletion super-resolution microscopy revealed that RyR2 protein clusters were enlarged compared with controls. Protein kinase A (PKA) activation reproduced RyR2 cluster enlargement, whereas PKA inhibition normalized RyR2 cluster organization and BK channel activity in SMCs from aged Col4a2+/G646D mice. These findings identify age-associated, PKA-dependent, nanoscale remodeling of RyR2 clusters as a previously unknown mechanism underlying cerebral arterial dysfunction in COL4A2-related disease.

physiology↗

bioRxiv2026

A tRNA-derived small RNA orchestrates cardioprotection through distinct cell-type-specific mechanisms

Pathological cardiac fibrosis and hypertrophy, key contributors to adverse remodeling that drives heart failure (HF), are not adequately targeted by current therapies. We identified tRNA-Asp-GTC-3'tDR, an ischemia-induced tRNA-derived small RNA (tDR), as an endogenous regulator of both remodeling processes across cardiac fibroblasts and cardiomyocytes. In murine models of myocardial ischemia- and pressure overload-induced HF, cardiac delivery of tRNA-Asp-GTC-3'tDR reduced fibrosis and hypertrophy, preserved cardiac function, and improved survival, with limited three doses conferring durable protection after ischemia, whereas silencing it worsened both. Strikingly, tRNA-Asp-GTC-3'tDR acts through distinct mechanisms in different cell types: in fibroblasts, it assembles stress granules that sequester ribosome-loaded profibrotic transcripts, whereas in cardiomyocytes it engages pseudouridine synthase PUS7 to activate RNA autophagy. Its regulation and functions were confirmed in human cardiac cells and tissues. These findings demonstrate that a single tDR coordinates cell-type-specific protective programs in the heart, suggesting a new therapeutic axis to mitigate HF progression.

cell biology↗

bioRxiv2026

A fatty acid-binding protein links lipid handling to chitin synthase-dependent cuticle formation and nanoscale organization

Background: The insect cuticle is a chitin-containing extracellular matrix whose formation requires precise coordination of chitin biosynthesis, fibril organization, and post-synthetic maturation. Although lipids are essential components of the cuticle, the molecular mechanisms linking lipid transport to chitin deposition remain poorly understood. Here we identify TcFabp8, a fatty acid-binding protein in Tribolium castaneum, as a functionally important regulator of chitin synthase 1 (Chs1)-dependent cuticle formation. Results: RNAi-mediated depletion of TcFABP8 caused molting defects, reduced cuticle thickness, loss of apical TcChs1 immunoreactivity, and reduced chitin deposition and organization. The finding that TcCHS1 transcript levels were unaffected by RNAi targeting TcFABP8 suggests that a post-transcriptional step, potentially involving vesicular TcChs1 transport, is affected, thereby impairing chitin synthesis and deposition. Synchrotron X-ray diffraction analysis of adult elytra revealed that TcFabp8 depletion preserved characteristic -chitin-associated scattering features, but altered chitin fibril accumulation, crystalline coherence, and the spatially ordered alignment of fibrils within the cuticular matrix. The TcFabp8 gene locus encodes splice variants yielding different N-terminal architectures: TcFabp8X1 carries a Sec/SPI signal peptide which is absent in TcFabp8X2 and TcFabp8X3. Immunocytochemistry using TcFabp8-specific antibodies detected intracellular signals in subapical cytoplasmic puncta and extracellular signals within the cuticle layers, which partially colocalized with Nile red fluorescence indicating lipid-rich environments. Conclusions: Together, our data demonstrate that TcFabp8 is a critical facilitator of TcChs1-dependent chitin deposition and extends functional connection between lipid transport and chitin biosynthesis in insects.

physiology↗

bioRxiv2026

A leakage-controlled benchmark shows apparent codon-language-model advantages in synonymous-variant prediction are evaluation artifacts

Synonymous codon choices shape mRNA stability, translation, and folding, and codon language models (cLMs) are increasingly reported to read this biology from sequence. However, when a true signal is thin relative to a confounding one, standard evaluation protocols can manufacture the reported gain rather than measure it--and we show this is what has happened for cLMs on synonymous-variant prediction. Under random splits, the codon advantage is large: tokenization gaps of +2.3-14.3 percentage points (pp) and pretrained codon leads of +2.9 pp over the strongest protein model (ESM-1b) and up to +4.9 pp over ESM-2. We find these numbers are properties of the measurement, not the models. A memorization baseline outscores every neural model; the advantage collapses under gene-held-out evaluation; the sole surviving residual dissolves into six defensible probe defaults; and the synonym-randomization drop that appeared to confirm true signal is itself variance under pooled analysis (0.3 pp, p = 0.49). No advantage survives leakage-controlled evaluation with pooled statistics. We release CodonBench, a leakage-controlled benchmark with an emergent audit cascade, and characterize how artifacts accumulate at every pipeline step. A thin signal (I({sigma}; Y |A) {approx} 0.04 bits) may exist but is not reliably detectable at current sample sizes; we specify what detecting it would require.

bioinformatics↗

bioRxiv2026

Quantitative profiling of intrinsic dCas9-DNA recognition reveals key determinants of guide RNA performance

CRISPR technologies based on nuclease-deactivated Cas9 (dCas9) rely on programmable DNA binding rather than DNA cleavage, yet the intrinsic DNA-recognition properties that govern optimal guide RNA (gRNA) performance remain poorly understood. Existing approaches either measure genomic occupancy in cells or infer dCas9 behavior from cleavage-based Cas9 datasets, despite DNA binding being substantially more permissive than DNA cleavage. Here we introduce TANGO (Targeted Array-based Nucleic acid-Guided Occupancy), a high-density DNA-array platform that quantitatively profiles intrinsic dCas9:gRNA binding across tens of thousands of DNA targets in a cell-free system. TANGO captures established features of dCas9 target recognition, while providing substantially greater sensitivity than prior assays. Comparison with ChIP-seq data demonstrates that intrinsic DNA-binding specificity is a major driver of genomic occupancy and reveals that chromatin accessibility modulates the intrinsic binding affinity required for dCas9 recruitment. Across CRISPRi/a guides, TANGO identifies multiple independent biochemical determinants of guide performance--including on-target affinity, mismatch tolerance, and ribonucleoprotein assembly--and flags problematic and highly promiscuous guides overlooked by current specificity metrics. Unexpectedly, some guides retain substantial guide-directed DNA binding even in the absence of a protospacer-adjacent motif (PAM), revealing an additional dimension of dCas9 specificity. Together, these results establish intrinsic DNA recognition as a quantitative and experimentally accessible determinant of dCas9 function, providing a framework for improving guide selection and enhancing the precision of CRISPR technologies.

genomics↗

bioRxiv2026

Comprehensive Mapping of SGCA Variant Effects Reveals Domain-Specific Constraints Relevant to Sarcoglycanopathies

Pathogenic variants in SGCA, encoding -sarcoglycan, cause an autosomal recessive limb-girdle muscular dystrophy, LGMDR3/2D, yet clinical interpretation of SGCA variants remains challenging due to the high prevalence of rare missense variants. -sarcoglycan is an essential component of the sarcoglycan complex at the muscle cell membrane, and pathogenic variants frequently impair its membrane localization. Here, we systematically assess the effects of all possible single-nucleotide variants across the SGCA coding sequence using a saturation mutagenesis-based experimental assay that quantifies -sarcoglycan surface expression. We generate a comprehensive functional atlas that distinguishes tolerated and damaging variants, aligning with independent genetic and clinical evidence, and reveals domain-specific properties of the cytoplasmic region, in which C-terminal truncating variants retain membrane localization, suggesting possible pathogenic mechanisms beyond impaired trafficking. This work provides a scalable functional framework to support genetic diagnosis and variant interpretation in sarcoglycanopathies. Graphical AbstractSchematic overview of saturation mutagenesis-based functional mapping of SGCA. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=187 SRC="FIGDIR/small/740214v1_ufig1.gif" ALT="Figure 1"> View larger version (41K): org.highwire.dtl.DTLVardef@19be841org.highwire.dtl.DTLVardef@ad2e49org.highwire.dtl.DTLVardef@1b9cb61org.highwire.dtl.DTLVardef@d77317_HPS_FORMAT_FIGEXP M_FIG C_FIG

genetics↗

bioRxiv2026

A nitrite-responsive regulatory RNA locus sustains commensal resilience against nitrosative stress

Commensal microbes in the gastrointestinal tract are central to host health, yet they must adapt to frequent perturbations such as intestinal inflammation that challenges microbial homeostasis. A major challenge during inflammation is exposure to host-derived reactive nitrogen species (RNS), which damage macromolecules and impair microbial fitness, but how commensals orchestrate defense against nitrosative stress remains poorly defined. Here, we show that Bacteroides thetaiotaomicron mounts a protective RNS-defense program centered on the hybrid cluster protein Hcp, which is required for fitness under nitrosative stress. We identify a nitrite-responsive SnoA locus (Stress-responsive Nitric Oxide regulator A) that promotes HcpR-dependent hcp expression. In vivo, this pathway promotes commensal resilience in both an antibiotic-perturbed, Nos2-dependent model of intestinal nitrosative stress and during Salmonella-induced gut inflammation. Together, our findings identify a regulatory pathway that enables a dominant gut commensal to withstand host-derived nitrosative stress and persist during intestinal inflammation.

microbiology↗

bioRxiv2026

Flow-Induced Yap/Taz Signaling Balances Endothelial and Hematopoietic Stem Cell Fates

Mechanical forces from blood flow are essential for production of hematopoietic stem and progenitor cells (HSPCs) during embryogenesis, but the molecular mechanisms by which hemodynamic cues are sensed and orchestrate endothelial-to-hematopoietic (EHT) transition remain incompletely defined. We previously identified YAP mechanotransduction as a key integrator of physical forces with EHT. Here we show that hemodynamic forces can activate YAP signaling via the mechanoresponsive ion channel Piezo1 in human iPSC-derived hemogenic endothelium (HE) and zebrafish embryos. Investigation of the Piezo1/YAP axis revealed shared and unique roles of YAP and its paralogue TAZ in EHT. Mechanistically, we find a requirement for the Tead DNA-binding co-factor in YAP/TAZ-dependent control of HSPC number, and note that TAZ uniquely augments transcriptional output of the hematopoietic master regulator Runx1 via direct protein-protein interactions. By comprehensive scRNA-sequencing of YAP/TAZ gain-of-function (GOF) and yap-deficient cells from zebrafish, we reveal that YAP/TAZ promotes HSC production by positively regulating gene programs for hematopoietic self-renewal, cell cycle, and glycolysis-to-oxidative phosphorylation switching, while preventing reversion to endothelial identity. Importantly, comparison of GOF transcriptomes and functional analyses suggest decoupling of metabolic/proliferative and endothelial gene regulatory modules between YAP and TAZ: while either can functionally compensate for loss of the other in EHT, indiscriminate overactivation of TAZ enhances an endothelial program over pro-hematopoietic fate, ultimately blunting progression of HSPC production. Given that hemodynamic cues are integrated simultaneously by arterial and HE cells in embryonic vessels in which EHT occurs, these findings have strong implications for strategies designed to introduce biomechanical cues to in vitro hematopoietic differentiation systems to drive HSC production.

Cell Biology↗

bioRxiv2026

TRPM4 Couples Mechanical Force to Myogenic Constriction Throughout the Resistance Vasculature

BackgroundMyogenic tone is a fundamental property of resistance arteries that stabilizes tissue perfusion by coupling intraluminal pressure to smooth muscle cell (SMC) depolarization, Ca2+ influx, and vasoconstriction. TRPM4 (transient receptor potential melastatin 4) cation channels are required for this response in cerebral arteries, but whether TRPM4-dependent mechanotransduction is conserved across the broader resistance vasculature has remained unknown. MethodsWe combined droplet digital PCR, a newly generated Trpm4-Cre transgenic reporter mouse line, native-cell patch-clamp electrophysiology, pressure myography, selective pharmacological inhibition, and novel SMC-specific Trpm4-knockout (Trpm4-smKO) mice to define the expression, regulation, and functional importance of TRPM4 in cerebral, mesenteric, and skeletal muscle resistance arteries. ResultsTrpm4 transcripts were detected in all three vascular beds, and genetic reporter-based mapping localized TRPM4 expression to SMCs in multiple organs. Using conventional whole-cell patch-clamp electrophysiology, we recorded cation currents activated by high intracellular [Ca2+] and sensitive to the selective TRPM4 blocker 4-chloro-2-(1-naphthyloxyacetamido) benzoic acid (NBA) in native SMCs from all three beds. In cells patch-clamped using the amphotericin B-perforated configuration, stretching the plasma membrane by applying negative pressure (-20 mmHg) through the patch pipette activated transient inward cation currents that were suppressed by NBA. The selective angiotensin II type 1 receptor (AT1R) blocker losartan also inhibited stretch-induced currents without affecting Ca2+-activated whole-cell TRPM4 currents, indicating that AT1R signaling is required for mechanotransduction in SMCs from all three vascular beds. In pressurized arteries with established myogenic tone, NBA produced reversible, concentration-dependent suppression of pressure-induced constriction of cerebral, mesenteric, and skeletal muscle arteries while sparing constriction induced by direct depolarization of SMCs with high (60 mM) extracellular [K+]. TRPM4-dependent whole-cell currents and stretch-induced cation currents were decreased in SMCs from Trpm4-smKO mice, and myogenic tone was essentially absent in all three vascular beds from these animals. ConclusionsThese findings show that TRPM4 is essential for pressure-induced SMC depolarization and myogenic constriction in the resistance vasculature.

physiology↗

bioRxiv2026

Self-supervised Internal Learning Enhances Isotropic Resolution for Three-dimensional Fluorescence Microscopy

Three-dimensional fluorescence microscopy often exhibits anisotropic resolution because axial information is poorly sampled and more blurred than lateral information, which complicates quantitative interpretation of fine 3D structures. Although optical remedies and computational restoration have been explored, many approaches require demanding system calibration or rely on accurate PSF models and assumptions that are difficult to satisfy across all samples and modalities. Here we present DeepIso, a self-supervised isotropy restoration framework that couples supervised pretraining with an internal-learning inference stage to estimate degradation directly from the measured volume. Without explicit PSF specification or enforced lateral-axial structural equivalence, DeepIso recovers axial frequency content and improves the continuity of elongated structures while retaining fine features, with superior performance over existing computational approaches in terms of both visual inspection and quantitative metrics. The method is validated on synthetic benchmarks and experimental datasets, demonstrating isotropy enhancement across confocal, light-sheet, and 3D structured illumination microscopy, thereby supporting downstream volumetric analysis including segmentation and tracking.

bioengineering↗

bioRxiv2026

Rational engineering of facultative anaerobiosis enables commensal survival in the oxygenated gut

Life originated in the absence of oxygen. Despite its substantial energetic advantages, many modern microbes remain obligate anaerobes, confined to anoxic niches such as the mammalian gut. Why these organisms cannot tolerate oxygen has remained unresolved for more than two centuries. Here, using integrated multi-omics analyses, we identify a network of interlocking vulnerabilities in central metabolism, biosynthetic pathways, and redox homeostasis that together impose an aerobic growth barrier in the obligate anaerobic commensal Bacteroides thetaiotaomicron. Rational repair of these vulnerabilities restores metabolic integrity and progressively enhances oxygen tolerance, yielding engineered strains capable of robust growth at 10% O2 and markedly improved resilience in the oxygenated, inflamed gut. These findings define a molecular basis for obligate anaerobiosis and establish a framework for engineering commensal bacteria to function in oxidative environments, expanding their ecological range and therapeutic potential.

microbiology↗

bioRxiv2026

Scalable in vivo cardiac functional genomics with compressed AAV-Perturb-seq reveals a common mitochondrial response to perturbation

Efficient identification of new targets to treat human disease requires a scalable way to link genotype to phenotype directly in the target organ. Pooled CRISPR screening with single-cell RNA sequencing as a readout (Perturb-seq) has emerged as a method for functional genomics but is typically applied in vitro and is limited in scale. Here, we combine in vivo Perturb-seq via adeno-associated virus (AAV)-mediated delivery with a statistical framework allowing for signal deconvolution after multiple random perturbations per cell (compressed Perturb-seq), to develop in vivo compressed AAV-Perturb-seq, a scalable way to perform high-throughput, cell-autonomous functional genomics in a desired target organ. We apply this approach to study the effect of 585 gene knockouts on the cardiomyocyte transcriptome. We identify that alterations in the mitochondrial transcriptome are a common response to genetic perturbation, a finding independently validated across species and perturbation modalities. We identify very few synergistic perturbations, despite observing frequent combinatorial effects. Broadly, our work establishes a platform to facilitate in vivo functional genomics in a target organ with direct applicability to identifying therapeutic targets for the treatment of human disease.

genomics↗

bioRxiv2026

GalaxyVS: Exploring 100-Billion Compounds in Seconds

We present GalaxyVS, a hardware-software co-designed virtual screening framework built to explore the 100-billion commercially accessible chemical space in seconds, deployed at the National Supercomputing Center in Tianjin. Built upon the dense vector retrieval paradigm of DrugCLIP, GalaxyVS bypasses the structural dependencies and computational overhead of classical docking to enable rapid screening against experimentally determined as well as geometrically feasible pockets on AlphaFold-predicted structures. To scale this paradigm to the 100-billion level, the system must overcome the significant computational burden of offline representation encoding, critical memory and I/O bottlenecks during online retrieval, and the risks of diversity collapse and precision loss within final screening results. Utilizing the heterogeneous supercomputing infrastructure, GalaxyVS accelerates the offline encoding through deep operator adaptations and resolves online retrieval bottlenecks via disk-native vector indexing coupled with in-memory staging to ensure both broad accessibility and high throughput. Concurrently, a two-stage refinement protocol effectively mitigates diversity collapse and ensures high-fidelity affinity ranking. Consequently, GalaxyVS achieves a daily scoring throughput of 1.5 x 1016 target-ligand pairs, representing a six-orders-of-magnitude leap over previous supercomputing records. Driven by this throughput, we screened nearly 100,000 protein structures across six species against the 100-billion compound library in just 16 hours. The resulting comprehensive cross-species interaction landscape, GalaxyDB, will be openly released at https://galaxyvs.drugclip.com.

bioinformatics↗

bioRxiv2026

Salmonella lipopolysaccharide stimulates uptake of long-chain fatty acids in the small intestine

Enteric bacterial pathogens profoundly alter intestinal physiology during infection, yet their effects on host lipid metabolism remain poorly understood. Using mass spectrometry lipidomics, we found that infection of the mouse intestine with the bacterial pathogen Salmonella enterica serovar Typhimurium (S. Typhimurium) stimulates uptake of long-chain fatty acids by small intestinal epithelial cells. This response coincided with increased expression of epithelial genes involved in lipid uptake and transport and required the long-chain fatty acid transporter CD36. Fatty acid uptake was triggered by S. Typhimurium lipopolysaccharide (LPS) and was impaired by bacterial mutations that alter LPS acyl chains. Mechanistically, S. Typhimurium induced lipid absorption through myeloid cell Toll-like receptor 4, a receptor for LPS. Escherichia coli, a related commensal bacterium, also induced intestinal lipid absorption through LPS, although to a lesser extent than S. Typhimurium. Finally, disruption of long-chain fatty acid absorption impaired host defense during bacterial stimulation, suggesting that bacteria-induced lipid uptake contributes to protection against enteric infection. Together, these findings identify LPS from Gram-negative intestinal bacteria as a key regulator of dietary lipid uptake by the intestinal epithelium. Significance StatementThe intestinal lining absorbs nutrients while also detecting bacteria that enter with food, but how these two functions intersect during infection is poorly understood. Salmonella is a food-borne bacterial pathogen that infects humans. By studying mice, we found that Salmonella infection rapidly enhances absorption of dietary lipids by intestinal epithelial cells. This response was triggered when immune cells beneath the gut lining detected lipopolysaccharide, a molecule in the outer coat of many Gram-negative bacteria. In mice with defective lipid absorption, more Salmonella spread beyond the intestine, suggesting that lipid uptake contributes to host defense. These findings reveal a previously unappreciated link between microbial sensing, nutrient absorption, and defense against intestinal infection.

microbiology↗

bioRxiv2026

Co-expression of IBDV VP2 and H9N2 HA by recombinant HVT induces high protection against both pathogens in chickens

Infectious bursal disease virus (IBDV) and H9N2 avian influenza virus (AIV) are significant global threats to poultry health and production. While IBDV induces severe immunosuppression, undermining host defense and vaccine efficacy, H9N2 AIV is characterized by widespread prevalence, persistent shedding, and substantial economic losses. Conventional inactivated vaccines often fail to elicit robust cellular immunity and necessitate multiple booster doses, underscoring the urgent requirement for advanced multivalent vaccination platforms. To address this, we developed a recombinant herpesvirus of turkey (rHVT BAC-VP2-HA) using a bacterial artificial chromosome (BAC) vector system, engineered to co-express the major protective antigen VP2 of IBDV and the hemagglutinin (HA) of H9N2 AIV. Genetic stability and in vitro characterization confirmed that the recombinant exhibited replication kinetics and plaque morphology comparable to parental HVT, with stable antigen expression. In SPF chickens, rHVT BAC-VP2-HA induced strong humoral immune responses against both target antigens, comparable to those elicited by a commercial inactivated vaccine. Crucially, the recombinant virus significantly enhanced cellular immunity, evidenced by markedly elevated CD3+CD8+ T cell responses. Upon challenge, the recombinant conferred high clinical protection (86%) against virulent IBDV, significantly ameliorating bursal pathology and reducing viral loads. Notably, it provided complete (100%) protection against H9N2 AIV, effectively abolishing viral shedding and suppressing viral replication in respiratory tissues. These results demonstrate that rHVT BAC-VP2-HA is a safe and efficacious candidate capable of eliciting humoral and cellular immune responses, offering a promising strategy for the integrated control of major poultry diseases. ImportanceInfectious bursal disease virus (IBDV) and H9N2 avian influenza virus (AIV) are major pathogens that frequently co-circulate in poultry, where IBDV-induced immunosuppression compromises the efficacy of vaccination against other infectious diseases. Conventional inactivated vaccines primarily induce humoral immunity and are often insufficient to prevent viral shedding or provide broad protection against multiple pathogens. In this study, we developed a recombinant herpesvirus of turkeys (HVT) vaccine co-expressing the IBDV VP2 and H9N2 HA antigens and demonstrated that it induces both robust antibody responses and enhanced CD8+ T cell immunity. Notably, this vaccine not only provided effective protection against IBDV but also completely prevented viral shedding following H9N2 challenge. These findings highlight the advantage of HVT-vectored multivalent vaccines in eliciting balanced immune responses and controlling virus transmission, providing important insights for the development of next-generation vaccines against immunosuppressive and respiratory viral co-infections in poultry.

microbiology↗

bioRxiv2026

Beyond Glycogen Storage: AMPKγ2 Regulates Cardiac Hypertrophy and Electrophysiology via Myosin Interaction

IntroductionVariants in PRKAG2 cause hypertrophic cardiomyopathy (HCM) and conduction disturbances. While prior studies associated PRKAG2-related hypertrophy with increased glycogen storage, many HCM phenotypes remain unexplained. We aimed to uncover how PRKAG2 variants induce myocyte hypertrophy and electrical changes during early cardiac development. MethodsWe generated transgenic zebrafish expressing wild-type (TgWT) or pathogenic variant (TgR299Q) Prkag2 cDNA under a myocardium-specific promoter, and examined cardiac electrophysiology, contractile function, and cytoarchitecture during cardiogenesis and in adult hearts. ResultsTgR299Q fish showed hypertrophic cardiomyocytes and progressive contractile abnormalities, recapitulating human HCM phenotypes. Cardiomyocyte glycogen was elevated in adult but not embryonic hearts. Despite the absence of glycogen accumulation at 6-day post-fertilization, TgR299Q hearts showed electrical abnormalities, including reduced conduction velocity and prolonged action potential and Ca2+ transient durations. We observed decreased AMPK phosphorylation in the TgR299Q hearts. However, AMPK activation did not rescue the electrophysiological abnormalities in TgR299Q. Proximity ligation assays and co-immunoprecipitation identified a physical interaction between AMPK{gamma}2 and myosin, enhanced by the R299Q variant and accompanied by increased AMPK{gamma}2 localization to the myofilament. Na/Ca{superscript 2} exchanger (NCX) inhibition increased Ca2+ duration and diastolic Ca2+ in TgWT but not TgR299Q hearts, indicating reduced free cytosolic Ca2+ for NCX-mediated extrusion in TgR299Q. These findings suggest that enhanced AMPK{gamma}2-myosin interaction may promote myofilament Ca{superscript 2} retention, thereby prolonging Ca{superscript 2} transient duration and APD in the mutant. Notably, the myosin inhibitor mavacamten reduced AMPK{gamma}2-myosin interaction in TgR299Q hearts, and both mavacamten and vmhcl knockdown rescued the early electrophysiological abnormalities. ConclusionsThe PRKAG2 variant altered cardiac excitability, contractility, and Ca2+ handling during cardiogenesis, independent of glycogen accumulation. Enhanced interactions between AMPK{gamma}2 and myosin contributed to these early changes. Our study revealed a novel link between cellular energy sensing and contractile machinery, with therapeutic potential for modulating contractile function in cardiomyopathies.

physiology↗