Advanced Science

Mechanobiological cues in the tissue microenvironment increasingly drive pathological fibroblast activation in inflammatory bowel disease (IBD), yet engineered platforms modeling this transition remain limited. Here, a microfluidic gut-on-a-chip microphysiological system and a mesofluidic rotary shaker are used to demonstrate that sustained fluid shear stress alone is necessary and sufficient to drive an irreversible, profibrotic phenotypic switch in primary normal human intestinal fibroblasts. Across both platforms, normal fibroblasts from small and large intestine reproducibly self-organize into three-dimensional (3D) multicellular aggregates within 72 h, independent of shear delivery format, indicating that the transition is governed by mechanical dose rather than device geometry. The resulting aggregates acquire robust -smooth muscle actin (-SMA) expression with aligned stress fibers, contrasting with the -SMA-negative parental population. Scanning electron microscopy (SEM) resolves densely packed cellular microarchitecture embedded in a microfibrillar extracellular network, while ultrastructural serial block-face 3D EM reveals expansive intercellular spaces, stochastic fibrillar extrusions, and electron-dense cytoplasmic material at cell boundaries. Proteomic profiling confirms enrichment of core matrisome components, including collagen subtypes and matrix metalloproteinases. Together, these results establish fluid shear stress as a platform-independent, sufficient mechanical trigger for fibroblast-to-mechanoadaptive transition, positioning microphysiological shear platforms as tractable tools for modeling and targeting early fibrogenesis in IBD.

Nonunion fractures remain a costly and persistent challenge in regenerative medicine, with current treatments limited by donor-site morbidity, restricted graft availability, and severe adverse effects associated with supraphysiological bone morphogenetic protein 2 (BMP-2) delivery, including ectopic ossification and inflammation. Endogenous BMP-2 signaling is tightly regulated in adult tissues, constraining the precision and scalability of approaches based on transcriptional upregulation or bolus growth factor administration. To address these limitations, we developed a two-phase integrated computational-experimental pipeline for the de novo design of protein binders targeting the BMP-2 knuckle epitope, a receptor-binding surface corresponding to BMPR-II engagement, enabling affinity-tuned modulation of BMP-2 activity rather than uncontrolled pathway activation. Phase I employed PyRosetta-based {beta}-strand motif grafting and physics-based docking protocols to generate 264 candidate binders, followed by deep-learning-driven refinement in Phase II using partial RFDiffusion and ProteinMPNN with AlphaFold2 validation, yielding 22 candidates with stable {beta}-sheet architectures consistent with knuckle-epitope targeting. Experimental validation demonstrated dose-dependent BMP-2 binding, with the lead construct exhibiting an apparent KD of 2.07 nM toward BMP-2. Targeted alanine substitutions revealed differential residue contributions, with mutation of T42 significantly disrupting binding, while other substitutions had more modest effects, indicating a partially hotspot-driven interface supported by other interactions.

Systemic inflammation is increasingly recognized as a key driver of neuroinflammation and cognitive dysfunction, particularly in the aging population. Yet, therapeutic interventions that broadly attenuate circulating inflammatory mediators without suppressing host immunity remain limited. Here, we report the development of taurine functionalized hyaluronic acid nanosponges (HA Tau) that blunt systemic inflammatory cascades to protect against downstream neurocognitive impairment. Using molecular docking calculations and experimental validations, we show that taurine functionalization enhances multivalent interactions with diverse cytokines, enabling broad-spectrum sequestration of inflammatory proteins from both murine and human plasma while preserving the intrinsic hypochlorous acid neutralizing ability of taurine. In aged mice undergoing orthopedic surgery, systemic administration of HA Tau nanosponges lowered the levels of circulating inflammatory mediators, preserved blood brain barrier integrity, and attenuated glial cell activation. These effects were accompanied by improved hippocampal neuronal activity and spatial working memory in mice. By dampening peripheral inflammatory surges, the nanosponges limit peripheral-to-central inflammatory signaling without directly targeting the central nervous system. Collectively, these findings demonstrate systemic inflammatory modulation could be an effective strategy for mitigating peripheral insult-induced neuroinflammation and cognitive decline, and position HA Tau nanosponges as a versatile biomaterial platform for treating inflammation-driven disorders.

Decellularized extracellular matrices (ECMs) are widely used in regenerative medicine, yet current evaluation criteria prioritize cellular removal rather than preservation of the ECM characteristics that govern tissue behavior. Here, we demonstrate that efficient decellularization is achieved across a broad range of chemical conditions, whereas preservation of structurally and biologically relevant ECM components is confined to narrow, tissue-specific windows defined by coupled detergent interactions. Quantitative proteomics revealed that intrinsic ECM composition is strongly associated with tissue-specific susceptibility to decellularization-induced damage and provided molecular context for the distinct preservation responses between tissues. Optimized matrices retained major structural ECM components and supported tissue-specific cellular organization and cell-mediated mechanical reinforcement following cellular repopulation despite uniformly low residual DNA across protocols. Together, these findings support a shift in decellularization quality assessment from DNA-based evaluation toward preservation of biologically relevant ECM and establish a composition-driven strategy for the rational design of regenerative biomaterials with tissue-relevant biological and mechanical properties.

Regulatory T cells (Tregs) are key mediators of immune resolution and tissue repair following acute kidney injury (AKI), yet strategies to selectively enrich Tregs within the renal microenvironment remain limited. Interleukin-2 (IL-2) is essential for Treg survival and function, but systemic IL-2 delivery is constrained by a short half-life, narrow therapeutic window, and risk of off-target activation of cytotoxic T cells. Effective Treg-based immunomodulation may therefore require both localized cytokine signaling and targeted recruitment of precursor immune populations. Here, we present a sequential, biomaterial-based immunomodulatory strategy that integrates immune cell recruitment with sustained cytokine delivery. An injectable granular hydrogel physically encapsulating the chemokine CCL21 was used to initially recruit CD4+ T cells to the injured kidney. Subsequently, supramolecular guest-host interactions were leveraged to deliver IL-2 modified with the hydrophobic "guest" moiety adamantane, enabling prolonged local cytokine release over 28 days. In healthy mice, we observed early CD4+ T cell recruitment, followed by a pronounced increase in Treg frequency, consistent with immune reprogramming driven by our sequential delivery system. In a murine model of bilateral ischemia-reperfusion (BiAKI), this injectable biomaterial induced a local increase in the proportion of FOXP3-expressing Tregs and a concomitant decrease in the levels of AKI markers. This two-step immunomodulatory approach minimizes acute immune activation while promoting long-term enrichment of Tregs within the renal microenvironment. Together, these findings demonstrate that granular hydrogels with supramolecular host capability can orchestrate immune recruitment and differentiation in a spatiotemporally controlled manner, providing a versatile immunomodulatory platform for applicability in kidney disease.

Non-invasive neuromodulation can influence memory, but whether peripheral stimulation can engage hippocampal plasticity through a defined mechanism and translate across species remains unclear. Here we provide, to our knowledge, the first cross-species evidence linking trigeminal nerve stimulation to sustained hippocampal plasticity, direct human hippocampal engagement and associative-memory benefit. In rats, intermittent 200 Hz TNS produced persistent CA1 fEPSP potentiation and prolonged neuronal firing despite substantially lower cumulative charge than continuous 100-Hz stimulation. LC inhibition strongly suppressed these responses. In patients undergoing stereo-EEG monitoring, i200-TNS evoked prominent hippocampal and thalamic responses and increased hippocampal theta-gamma coupling. In a randomized active-sham crossover study, i200-TNS was associated with improved delayed occupation recall and accompanying EEG changes. These results link patterned trigeminal stimulation to hippocampal physiology across species and support its potential for engaging human memory-related networks.

Clinical studies have revealed that glioblastoma (GBM) is refractory to immunotherapy, such as immune checkpoint inhibitors (ICIs), due to the immunosuppressive tumor microenvironment (TME) primarily intensified by intratumoral upregulation of transforming growth factor-{beta} (TGF{beta}). Primary GBM tumor bulks are surgically removed in clinic, but invasive tumor cells infiltrated into surrounding normal brain tissue cannot be eradicated by systemic therapy due to the integral blood-brain barrier (BBB), leading to near-inevitable tumor recurrence. To address these translational challenges, we have engineered a TGF{beta}-inhibiting protein nanocage comprising human heavy-chain ferritin protein and TGF{beta} receptor II ectodomain that enables BBB penetration and multivalent TGF{beta} entrapment, respectively. We demonstrate that the nanocage platform, denoted T{beta}R2-HFt, following systemic administration, traverses the BBB, and extensively modulates immunosuppressive TME, both stromal and immune components, thereby potentiating the therapeutic efficacy of a clinically used ICI in multiple mouse glioma models. Notably, a majority of the glioma-bearing animals that received surgical tumor resection, followed by treatment with T{beta}R2-HFt and the ICI, survived the tumor and resisted tumor rechallenge, providing a potential means to control GBM in a durable manner.

Recurrent urinary tract infection (rUTI) is a significant public health problem. The most common cause of rUTI is uropathogenic Escherichia coli (UPEC). Antimicrobial prophylactic and therapeutic regimens for rUTI disrupts the microbiome and leads to infection with antimicrobial resistant organisms. Therefore, there is an urgent need to develop microbiome-sparing alternative approaches for preventing rUTI. Asymptomatic bacteriuria (ABU) E. coli strain 83972 (ABEC) outcompetes UPEC in the urinary tract without causing UTI symptoms, but its limited persistence in the bladder restricts its efficacy. Here, we investigate a device made from an engineered living material (ELM) that releases ABEC in a sustained manner as an antibiotic-free platform against UTIs and rUTIs. Using physiologically relevant in vitro models incorporating human urothelial cells, human urine, and periodic urine exchange, we show that ABEC-releasing ELMs suppress UPEC proliferation and inhibit UPEC attachment to and invasion into urothelial cells, particularly when ABEC is maintained at equal or higher levels than UPEC. Because ELMs continuously release ABEC, they sustain competitive pressure even as planktonic bacteria are cleared during voiding, outperforming a single dose of free-floating ABEC. In a rUTI model, sustained ABEC release from ELMs reduces the proliferation and re-invasion of UPEC expelled from infected urothelial cells, while UPEC infiltration into fractured ELMs remains negligible. Finally, we design a first-generation ELM device that can be transurethrally delivered and retained within the mouse urinary bladder, achieving sustained ABEC release in vivo, with ABEC persisting in the bladder, kidneys, and urine for at least 4 days. In summary, we report the development of an ELM device that continuously releases ABEC to suppress UPEC proliferation and urothelial cell invasion in in vitro models of rUTI, and demonstrate sustained ABEC release in vivo in a mouse bladder.

Abstract The gayal (Bos frontalis) is an endangered semi-domesticated bovine species renowned for its high-quality beef. However, its semi-feral lifestyle, ongoing habitat fragmentation, and extensive genetic introgression from sympatric local cattle have led to dramatic population decline and severe erosion of purebred genetic integrity, posing substantial challenges to its conservation and utilization. To address the urgent demand for rapid, non-invasive, and field-compatible germplasm identification, we developed an integrated artificial intelligence (AI) framework that predicts genomic admixture composition from external morphological images. We constructed a comprehensive dataset comprising 6,245 morphological images and matched genomic sequences from 52 gayals maintained at the Yunnan Provincial Gayal Conservation Farms. Following a preliminary evaluation of nine deep learning models, five were incorporated into a anatomical segment-based multi-modal pipeline, among which Inception_V3 delivered the optimal overall performance. To enhance simultaneous extraction of local fine-grained features and global structural information, we further designed an innovative HybridInceptionViT model by integrating the multi-scale Inception module with the Vision Transformer (ViT) framework. This hybrid model significantly outperformed the baseline Inception_V3, boosting the accuracy of phenotype-derived prediction against genomic admixture estimate from 69.69% to 87.87% (absolute error <15%). This study establishes a practical, low-cost "phenotype-to-genotype" tool for rapid on-site gayal germplasm screening, offering a scalable strategy for the conservation and breeding management of endangered livestock, and holds broad application prospects for agricultural and livestock production systems.

Reconstituting organ development in vitro requires reproducing dynamic developmental transitions rather than only terminal tissue structures. Here, we developed MoSAIC (Modular Spatial Assembly and Integration of Cues), a modular platform that decomposes complex culture operations and subsequently integrates them to reconstruct multimodal mechano-chemical spatial cues. Using human induced pluripotent stem cells, MoSAIC enabled independent control of tissue geometry, extracellular matrix localization, physical boundaries, and morphogen gradients, while also permitting defined mechanical and chemical perturbations during development. Their integration guided a continuous ectodermal sheet through neural induction, tissue bending, and bifurcation into neural and epidermal tissues, followed by formation of a polarized neural tube structure. Spatially controlled morphogen exposure further established dorsoventral patterning, while the resulting tissue exhibited posterior neural tube identity. Using the developed model recapitulating the transition of human neurulation, MoSAIC further enables non-genetic perturbation of mechanical and chemical cues to interrogate the mechanisms governing neural tube closure.

End-stage kidney disease (ESKD) requires lifelong kidney replacement therapy, yet conventional hemodialysis and peritoneal dialysis remain limited by intermittent treatment, restricted mobility, and repeated dialysate exchange. Here, we developed a continuous regenerative peritoneal dialysis platform based on a nano-ring-assisted nanoelectrokinetic dialyzer for portable artificial kidney applications. We first identified key geometric and electrokinetic parameters governing the removal performance of nano-ring meshes, including mesh dimension, nano-ring coating thickness, the number of cascaded nano-rings, and the relative orientation between fluid flow and the applied electric field. We then developed a single nano-ring dialyzer operating at 1.33 mL/min and scaled the treatment capacity to approximately 10 mL min/min through parallel integration of multiple modules. In a canine model, the closed-loop system achieved approximately 10 % reduction in circulating uremic toxin levels during continuous treatment. We further improved the biocompatibility of the regenerated dialysate by integrating plate-type electrodes, activated carbon, bicarbonate buffering, and UV-C treatment. In an unanesthetized canine model, the improved system sustained continuous toxin removal for 4 h while major hepatic and inflammatory markers remained within recoverable ranges. These results demonstrate that cascaded nano-ring enables continuous dialysate regeneration with scalable throughput, reduced dependence on fresh dialysate, and in vivo control of uremic toxins, providing a technological foundation for portable or wearable regenerative peritoneal dialysis systems.

Extracellular vesicle (EV)-derived microRNAs serve as important biomarkers for cancer diagnosis, yet their accurate detection remains limited by insufficient control of nucleic acid recognition and signal activation. Here, we identified a previously unrecognized feature of CRISPR/Cas12a, in which incorporation of ribonucleotides into single stranded DNA targets modulates Cas12a activation efficiency, revealing a hybrid DNA/RNA-dependent regulation of Cas12a activity. Leveraging this mechanism, we established a programmable detection strategy that enables sequence dependent tuning of Cas12a activation without the need for target amplification. By coupling DNAzyme mediated cleavage with Cas12a trans-cleavage, a cascade signal amplification system was established, enabling highly sensitive and selective detection of miRNAs. To facilitate clinical applications, an EV-based sample processing strategy was integrated to simplify isolation of EV associated miRNAs and allow direct miRNA detection without conventional RNA extraction. The resulting platform demonstrated robust discrimination of multiple miRNA targets in clinical cohorts and supported accurate classification of cancer subtypes according to expression signatures. By integrating machine learning analysis, the system accurate distinguished breast cancer (BC) patients from healthy donors (HD), as well as triple-negative breast cancer (TNBC) from BC. This study provides a mechanism-guided strategy for programmable CRISPR-based nucleic acid detection in complex biological samples.

The perception of stickiness is known to everyone who interacts with the world. While eating, walking, and navigating diverse environments including crowded subways, forests, fields and lunchrooms, stickiness is a common and old sensation. Responses to sticky stimuli have been measured in animal and human brains; however, precise behavioral responses and the underlying neural mechanisms are not well understood. We applied sticky stimuli to three-week-old rat pups and found the effects vary greatly across the animals body: Sticky stimuli are quickly removed from forepaws and nose, but often evoke only little reaction from hindpaws. When we applied sticky (marshmallow, mochi) and non-sticky stimuli (water, oil) to forepaws, we observed stimulus unspecific behaviors (licking and grooming) with variable response onsets as well as three fast-onset sticky-specific behaviors. Sticky-specific behaviors were exclusively triggered by sticky stimuli and included paw shaking and paw swiping (behaviors presumably aiming at stickiness removal) and paw tapping. In tapping, animals gently tap their forepaws onto each other or on the ground; we wondered if the resulting paw-substrate detachments serve stickiness sensing. Blocking of forepaw skin sensation reduced sticky-specific responses to sticky stimuli compared to control conditions (Ringers injections). To assess central representations of stickiness, we obtained in vivo whole-cell recordings of neurons in forepaw-somatosensory-cortex while presenting sticky and non-sticky stimuli to anesthetized rat pups. While responses were heterogeneous across the population, we observed individual neurons that had significantly different responses to stimulus detachment for sticky and non-sticky stimuli. In summary, we describe a fast-onset, body-part-specific stickiness response system in rats, which is strongly driven by forepaw skin afferents. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=142 SRC="FIGDIR/small/742745v1_ufig1.gif" ALT="Figure 1"> View larger version (38K): org.highwire.dtl.DTLVardef@2ad341org.highwire.dtl.DTLVardef@1936c2forg.highwire.dtl.DTLVardef@1a39d23org.highwire.dtl.DTLVardef@a196e9_HPS_FORMAT_FIGEXP M_FIG C_FIG

The apical extracellular matrix (aECM) serves as a dynamic scaffold, orchestrating tissue growth, cellular communication, and wound repair, and thus functions as a powerful biomaterial. In this study, we explored the intricate three-dimensional landscape of the Drosophila larval aECM using advanced 3D Volume electron microscopy. This technique opens a window into understanding and mimicking the diversity of aECM surfaces and architectures of the exoskeletal cuticles. We reconstructed the striking forms of denticles, hairs, and sensory organs, including double sensilla and Keils organs, at the epidermal surface. Our reconstructions brought the larval tracheal system and the sponge-like felt chamber (Filzkorper) of the spiracles into sharp relief, revealing a labyrinth of tiny cavities surrounding a central tube that extends from the posterior opening to the tracheal lumen. When examining the ultrastructure of transport-active anal pad cells, we discovered an inverted pattern of cuticular pore-canal structures, which supports their suggested role in osmoregulation across the aECM. Our findings further suggest that ordinary epidermal cells weave an intricate network of pore canals, enabling the orchestration of material distribution throughout the entire aECM. Moreover, we reconstructed tendon cells and chordotonal organs that form a branching network of numerous filamentous intracuticular fibers that weave through the aECM, linking the exoskeleton to muscles and sensory organs. By thoroughly mapping the intricate ultrastructural features of the aECM, this study opens new avenues for exploring how its protective, mechanical, and sensory roles intertwine, inspiring the next generation of tailor-made biomimetic materials.

The tumor microenvironment in colorectal cancer (CRC) is a heterogeneous ecosystem in which host cells and microbial communities interact dynamically, influencing disease progression. However, the clinical utility is limited by the lack of a scalable spatial host-microbiome technique and by insufficient integration of artificial intelligence for the interpretation of high-dimensional multi-omics data. To overcome the barriers, we present AlphaFISH, a platform technology integrating both technical and computational innovations for multi-omics spatial analysis of clinical biopsies at subcellular resolution. The system uses a sequencing-free, high-throughput, spatial profiling technique to construct, to date, the largest clinical spatial transcriptomics and spatial microbiome datasets acquired from 149 colorectal biopsies from 68 human subjects, supported by a comprehensive scRNA-seq atlas covering 4.27 million cells across 650 patients for robust cell annotation. Deep learning of the cohort-scale dual-omics data, consisting of more than 10 million subcellular sampling vectors, enables the development of a transformer model with joint embeddings of gene expression, spatial architecture, and the microbial microenvironment in colon tissues, achieving nearly 90% accuracy in predicting CRC-associated pathological features using unseen spatial omics inputs. The AI interrogation further predicts tumour recurrence at 81% accuracy in 28 patients followed within 1 year post tumor resection period. AlphaFISH reveals that spatial interactions between Fusobacterium and cellular niche consisting of tumor and T cells serve as key markers of CRC malignancy, progression, and recurrence, indicating the critical role of spatial bacterial-immune crosstalks.

Tissue monolayers are active living matter whose three-dimensional (3D) architecture and mechanical remodeling regulate tissue function, yet fast and continuous topographic monitoring remains difficult. Here, we present FLuorescence EXclusion microscopy fOr Monolayers (FLEXOM), a microfluidic platform that combines multilayer micropillar arrays with negative-staining optics to convert wide-field images into self-calibrated 3D height maps. Geometry-anchored reference cavities maintain in-frame calibration standards even in fully confluent monolayer fields, enabling continuous 3D profiling from isolated cells to confluent sheets with sub-second temporal resolution ([~]250 ms), sub-micrometer axial precision ([~]0.37 {micro}m), and multi-day biocompatibility and operational stability (>96 h). FLEXOM reveals two distinct anisotropic signatures in tissue monolayers. First, monolayers of different cell types show distinct vertical thickness profiles despite comparable lateral footprints. Only two vertical descriptors, mean height and height variability, distinguished cell types more accurately than nine 2D lateral descriptors, including area, circularity, and convexity (95% vs. 76%). Second, under acute osmotic shock, confluent monolayers exhibit geometrically anisotropic and temporally decoupled vertical-lateral remodeling: height changes dominate the overall volume response and precede lateral remodeling. Surprisingly, cyclic isotonic-hypotonic pulses every 3 min confine remodeling entirely to the vertical axis. Overall, our work provides a high-resolution 3D profiling tool and a framework for axis-resolved analysis of topographic responses in active living matter.

Thymic involution is commonly addressed as a loss of epithelial and lymphoid tissue, yet the accompanying remodelling of the microenvironment remains poorly defined. This work applied a biomaterials-centered approach to compare young and aged bovine thymus by integrating histology, oscillatory rheology, untargeted lipidomics, ICP-MS and AP-MALDI mass spectrometry imaging. This holistic approach connects the mechanical, compositional, and spatial features of the native thymus with the development of thymus-inspired biomaterials. Ageing increased both storage and loss moduli by more than one order of magnitude and reduced the linear viscoelastic region approximately fivefold, defining a markedly stiffer and more strain-sensitive material state. This mechanical transition was accompanied by lipid remodelling, with double realtive contribution of triacylglycerols to the lipid pool doubled and loss of membrane-associated phospholipids. The elemental profile also contracted, with total metal content decreasing by one-third and zinc showing a reduction of 70%. At the architectural level, the corticomedullary ratio was more than halved, while AP-MALDI imaging revealed an approximately 40% reduction in the annotated molecular repertoire and a shift from homogeneous to fragmented distributions of choline and representative phosphatidylcholine species. These results show that thymic ageing emerges from the concomitant variations of viscoelastic behaviour, chemical composition, and molecular organization. By defining these interconnected alterations, this study establishes a materials-based foundation for the design of bioinspired systems aimed at reproducing features of the young thymic niche and supporting future thymic repair. HighlightsO_LIAgeing increased viscoelastic moduli and reduced deformation tolerance. C_LIO_LIThe lipid profile shifted from membrane lipids towards triacylglycerols. C_LIO_LIThe elemental pool contracted, with zinc showing the strongest depletion. C_LIO_LIHistology and AP-MALDI-MSI revealed loss of spatial organization. C_LI Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=165 SRC="FIGDIR/small/740917v1_ufig1.gif" ALT="Figure 1"> View larger version (30K): org.highwire.dtl.DTLVardef@70624corg.highwire.dtl.DTLVardef@459d0aorg.highwire.dtl.DTLVardef@493622org.highwire.dtl.DTLVardef@810f0c_HPS_FORMAT_FIGEXP M_FIG C_FIG

Triple-negative breast cancer (TNBC) is a highly aggressive malignancy and options for targeted therapy are limited. Although PARP inhibitors (PARPi) like olaparib (Ola) leverage synthetic lethality, their clinical utility is severely impeded by drug resistance and low frequency of BRCA mutations. In this study, 1,2,3,4,6-penta-O-galloyl-{beta}-D-glucose (PGG), a natural polyphenolic compound, can induce a state of homologous recombination deficiency (HRD) in TNBC cells by inhibiting the PALB2-BRCA2 interaction. PGG potentiated the inhibitory effects of Ola on the in vitro proliferation, clonogenic potential, migration, and invasion of TNBC cells. Mechanistically, the dual therapy triggered severe oxidative stress and mitochondrial collapse, which accelerated the classical apoptosis cascade and promoted the emission of immunogenic cell death (ICD)-associated DAMPs. The accumulated cytosolic double-stranded DNA activated the innate immune cGAS-STING pathway, thereby promoting robust intra-tumoral infiltration of CD8+ T cells. Furthermore, since cGAS-STING hyperactivation drives compensatory PD-L1 upregulation on TNBC cells, incorporating anti-PD-L1 antibody into the combination regimen further reversed the immunosuppressive barrier, achieving near-complete tumor eradication and maximum infiltration of cytotoxic T cells in vivo. Bioinformatics analyses further suggested a potential network of PGG targets associated with extracellular matrix organization, offering a bioinformatics-derived hypothesis for its theoretical involvement in modulating stromal tension and vascular homeostasis. Collectively, this study establishes PGG as a multi-functional therapeutic agent integrating intracellular synthetic lethality and innate immune sensing, while providing a preliminary bioinformatic rationale for prospective microenvironmental investigation. This study also shows PGG as a multi-functional therapeutic agent that integrates intracellular synthetic lethality, innate immune sensing, and microenvironmental remodeling to convert immunologically "cold" TNBC into "hot" tumors.

The emergence of antibiotic-resistant pathogens such as Staphylococcus aureus demands accelerated antimicrobial discovery strategies. Artificial intelligence (AI) enables large-scale inference of candidate antimicrobial peptides (AMPs), yet experimental validation remains essential to determine whether predictions translate into biological function. Genome-guided mining, rather than unconstrained or randomly generated sequence exploration, offers a biologically grounded search space derived from organisms shaped by ecological and evolutionary pressures. Here, we evaluate this principle using Malassezia furfur, a skin-associated yeast that coexists with bacterial colonizers such as S. aureus, as a genomic source for AI-prioritized antimicrobial candidates. Candidate fragments were generated from two M. furfur genomes, filtered by physicochemical properties, prioritized with deep-learning AMP predictors, synthesized, and experimentally characterized. Selected peptides underwent cross-kingdom antimicrobial screening against S. aureus, combining kinetic growth and ultrastructural assays, complemented by in silico structural prediction, lipid-membrane interaction analysis, and human keratinocyte cytotoxicity evaluation. AI-guided genomic mining enriched biologically motivated sequence space for peptides with measurable antimicrobial activity, while revealing biases and generalizability limits of AI-based AMP inference. Closing the loop between genome-derived candidate generation, AI-based inference, synthesis, and functional characterization, this study provides an experimental assessment of model-guided AMP discovery and a reproducible route from computational prediction to validated antimicrobial candidates.

Understanding the feeding-induced neuropeptidome cascade requires analytical strategies capable of quantifying low-abundance, highly modified peptides across multiple tissues and time points. Herein, we apply 12-plex N,N-dimethyl leucine (DiLeu) isobaric labeling to perform the first multiplexed, tissue-wide, temporal quantitation of the Cancer borealis feeding neuropeptidome. This approach enabled sensitive measurement of neuropeptides across five tissues over six timepoints, revealing distinct regulatory patterns. The pericardial organ (PO) showed rapid early upregulation followed by suppression aligned with foregut emptying, whereas the thoracic ganglion (TG) displayed inverse and strongly condition-dependent responses, indicating previously unrecognized neuromodulatory roles. Single-residue variants and post-translational modifications, including pyro-Glu formation and amidation, produced markedly different temporal profiles, underscoring the functional specificity of closely related isoforms. We further identify differential regulation of proctolin and its amidated form, suggesting modified variants may contribute uniquely to feeding physiology. Collectively, these results establish multiplexed DiLeu labeling as a powerful platform for quantitative neuropeptidomics and reveal new dimensions of peptide-mediated feeding regulation.