Biology subjects

Wu, J.

Publications and source records attributed to Wu, J..

At least 37 records · Page 2Linked to original sources

bioRxiv2026

SMYD3 protein degraders in HPV-negative head and neck squamous cell carcinoma.

Despite the advent of immunotherapy in the treatment of human-papilloma-virus (HPV)-negative head and neck squamous cell carcinoma, the overall prognosis still remains dismal. Novel therapeutic approaches are thus urgently needed. We recently reported that SET and MYND containing 3 (SMYD3), a protein methyltransferase that is known to activate the transcription of its target genes through H3K4me3, is overexpressed in ~60% of HPV-negative HNSCC tumors, it drives proliferation and invasion, and induces resistance to immunotherapy in HPV-negative HNSCC. These phenotypes are mediated partially through transcriptional regulation of cell cycle, EMT and immune-related target genes by SMYD3. Despite its enzymatic inhibitory potency in HPV-negative HNSC cell lines, the commercially available SMYD3 inhibitors EPZ031686 and BAY-6035 demonstrated no in vitro phenotypic efficacy in these cell lines, supporting that SMYD3 exerts its oncogenic functions predominantly through catalytically-independent mechanisms. Thus, to effectively target SMYD3, we designed a series of SMYD3 proteolysis targeting chimeras (PROTACs). Treatment of HPV-negative HNSCC cell lines with SMYD3 PROTACs at nanomolar concentrations degraded SMYD3 effectively and induced a drastic decrease in the proliferative and invasive potential of HPV-negative HNSCC cells. One of the designed compounds, IAP-08, showed a promising DC50 at ~177nM with Dmax of ~90%, and effectively induced the formation of ternary complexes with SMYD3 and the XIAP E3 ligase. Furthermore, IAP-08 showed a favorable pharmacokinetic profile in vivo, underscoring the feasibility for further clinical development of this compound. Mass spectrometry analysis of IAP-08 supported its high specificity towards SMYD3. SMYD3 depletion by IAP-08 in HNSCC cells revealed transcriptional regulation of cell cycle, EMT- and type I IFN response genes, in contrast to SMYD3 inhibition which had only a weak transcriptional effect. In summary, we show that inhibition of the enzymatic activity of SMYD3 is not sufficient to repress its oncogenic activity and provide evidence that depletion through PROTACs effectively targets the oncogenic functions of SMYD3 in HPV-negative HNSCC.

cancer biology↗

bioRxiv2026

Nanoparticle Albumin-Bound Paclitaxel Targets Pulmonary Neutrophils

Nanoparticle albumin-bound paclitaxel (Abraxane) was among the first clinically approved nanomedicines and is a first-line chemotherapeutic. It enhances therapeutic efficacy and reduces side effects of paclitaxel. Despite its extensive clinical use, mechanisms of Abraxane's therapeutic effects are the subject of ongoing study. This work posits a new mechanism for Abraxane's effects in lung cancers and metastasis. Tracing the albumin component of Abraxane with radioisotopes or fluorophores, we find that Abraxane homes to the lungs. Abraxane's lung tropism is elevated by inflammation and is eliminated in complement protein C3 knockout mice, showing that complement pathway drives the uptake. Flow cytometry and histology show that neutrophils are the dominant cell type taking up Abraxane in the lungs. We demonstrate Abraxane's tropism to pulmonary neutrophils in mice and in human donor lungs. We note previously undocumented side effects associated with Abraxane's lung tropism, including pro-thrombotic and pro-inflammatory responses in acute lung inflammation. We show that Abraxane's efficacy against lung metastases is affected when lung uptake is eliminated by C3 knockout. Our results provide insight into why Abraxane is effective in lung cancer and metastases. These findings may be used to improve outcomes in patients receiving Abraxane and help design next-generation cancer nanomedicines.

bioengineering↗

bioRxiv2026

ctDNA Release Heterogeneity in Luminal Breast Cancer Revealed by Single-Cell Multi-Omics Spatial Analysis

Backgroud Breast cancer is a leading cause of cancer-related mortality, and HR+/HER2-; is the predominant subtype. Molecular pathology, including PIK3CA and ESR1 mutation, informs prognosis and treatment selection. Circulating tumor DNA (ctDNA) offers a non-invasive approach for cancer monitoring, but its clinical utility is limited by tissue plasma discordance, reflecting heterogeneous ctDNA release. The cellular and spatial determinants of this release remain poorly understood, particularly in HR+/HER2-; subtype, where heterogeneity across subclones complicates liquid biopsy interpretation. Results To identify the cellular and spatial determinants of ctDNA release, we developed scMASTER, integrating single-cell transcriptomes and mutations, spatial transcriptomics and matched tumor and plasma DNA sequencing. In ten patients with non-metastatic HR+/HER2- breast cancer, eight recurrent malignant epithelial states showed distinct ctDNA release potential. Antigen-presentation, stress, mitosis and mesenchymal-like states showed high release. PIK3CA and ESR1 mutations were linked to distinct functional states and altered ctDNA detectability. Three spatial architectures, EMT-enriched regions, intraductal luminal progenitors and avascular hypoxic zones, showed high release. Tumor-microenvironment interactions were bidirectional: anti-tumoral immunity correlated with reduced release, whereas immunomodulatory components correlated with increased release. A stratification model based on these features identified high-risk, immunosuppressed patients with poor prognosis, validated across external cohorts. Conclusions Our study establishes a single-cell spatial framework for decoding ctDNA release heterogeneity, linking tumor states, somatic mutations, spatial architecture, and immune interactions to ctDNA release. These findings provide mechanistic insights into tissue-plasma discordance, offer a biological rationale for interpreting ctDNA dynamics, refine patient risk stratification and liquid biopsy-based monitoring in HR+/HER2-; breast cancer.

cancer biology↗

bioRxiv2026

Hepatic cholinergic T cell signaling mediates an adaptive response to alcohol-induced liver stress

Alcohol-associated liver disease (ALD) is a major cause of liver-related morbidity and mortality, yet no targeted, disease-modifying therapy exists and the immune mechanisms driving disease progression remain poorly defined. Acetylcholine-producing cholinergic immune cells have emerged as regulators of homeostasis across tissues and in disease, but their role in alcohol-induced hepatic stress is unknown. Here, we characterized the hepatic cholinergic immune landscape during alcohol-induced stress using flow cytometry and single-cell RNA-sequencing of ChAT-eGFP reporter mice. Alcohol feeding expanded hepatic cholinergic immune cells, with T cells constituting a substantial and dynamic fraction of this population that showed a broad increase in acetylcholine signaling and shifted towards a repressed, anergy-like transcriptional state. CD4 T cells underwent coordinated suppression of cholesterol biosynthesis, while CD8 T cells instead adopted a cytotoxic activation program. Together, these findings identify cholinergic T cell signaling, and cholesterol metabolism within CD4 T cells specifically, as a previously unrecognized adaptive response to alcohol-induced liver stress, nominating candidate therapeutic targets for a disease that is marred by critically limited treatment options.

immunology↗

bioRxiv2026

A diffusion model of viral evolution predicts mutation fitness and evolutionary trajectories

Viral evolution arises from random mutations and natural selection, yet computational approaches rarely model these two forces in a unified way. We present Viral Evolution Simulator (VES), a diffusion model-based framework that mirrors this duality by design: forward noise injection simulates stochastic mutation, and reverse denoising recapitulates selective filtering. Trained solely on viral protein sequences, VES predicts mutational fitness without functional data, measuring fitness as the reconstruction difficulty of a mutated sequence relative to its wild-type counterpart. Across immune escape, receptor binding, and deep mutational scanning datasets, VES outperforms state-of-the-art generative models, achieving a 31.78% error reduction over the best baseline in immune escape mutation fitting evaluation. When trained on sequences collected before June 2024 and evaluated against H1N1 strains that later emerged, VES assigned high scores to 16 of 20 mutations that subsequently showed the sharpest frequency shifts. Extending to avian influenza H5, the framework reveals a dynamic interplay between antigenic escape and human-type receptor binding. Both functions dropped sharply in 2021, followed by a sustained rise in receptor affinity that could connect to recent epidemiological trends. VES offers a generalizable, sequence-only foundation for tracing evolutionary trajectories and prioritizing mutations for surveillance and experimental validation, pointing toward where functional efforts might matter most.

bioinformatics↗

bioRxiv2026

Integrated Transcriptomics and Histological Analysis Reveals Gill Adaptation Mechanisms to Hypoxic Stress in Largemouth Bass (Micropterus salmoides)

Largemouth bass (Micropterus salmoides) is a globally significant freshwater aquaculture species known for its rapid growth, high-quality flesh, and excellent nutritional value. Given the increasing incidence of hypoxia in its aquaculture setting, understanding the molecular mechanisms underlying gill adaptation to hypoxic stress is critical for improving resilience in this species. To achieve this, we employed full-length transcript sequencing using PacBio Iso-Seq and high-throughput Illumina RNA-seq to construct a comprehensive transcriptome profile. Histological analyses revealed apparent structural alterations in gill tissues under hypoxic stress (dissolved oxygen: 2.0 +/- 0.5 mg/L, duration: 96 h), including curved and swollen gill filaments, apoptosis, and epithelial cell vacuolation. Comparative transcriptomic analysis revealed pronounced shifts in the expression of genes involved in energy metabolism, angiogenesis, immune responses, cell proliferation, and apoptosis. Notably, the down-regulation of genes associated with cell cycle and proliferation suggests that M. salmoides may conserve energy by suppressing cell division under hypoxic conditions. In contrast, the increased expression of apoptosis-related genes, including Caspase 7, indicates that apoptosis may play a protective role to maintain tissue homeostasis under hypoxia. Furthermore, the suppression of chemokine-mediated immune pathways implies that hypoxia redirects energy toward essential metabolic processes at the cost of local immune responses. GO and KEGG enrichment analyses identified TNF- and chemokine-mediated signaling pathways as key regulators for tissue homeostasis and adaptive responses to hypoxic stress. These findings enhance our understanding of the mechanisms underlying hypoxia adaptation and provide valuable genetic resources for breeding strategies aimed at enhancing hypoxia tolerance in M. salmoides.

genomics↗

bioRxiv2026

Ileal Gpbar1 gates depressive phenotypes via gut to brain "vagal-NTS-PVN"GABAergic axis

Depression represents a typical mental condition, yet whether intestinal metabolic signals drive central neural circuits remains unclear. Here we identify ileal enteric neuronal Gpbar1 as a previously unrecognized peripheral node that coordinates gut-to-brain communication to prevent depression-like behavior through a vagus-dependent, nucleus tractus solitaries (NTS)-paraventricular nucleus (PVN) signaling axis. The enteric plexus Gpbar1 is predominantly expressed on a subpopulation of GAD1-positive GABAergic neurons. Chronic restraint stress suppresses Gpbar1 expression, triggers glycolytic reprogramming and mitochondrial distress in both ileum and hypothalamus. Oral Gpbar1 agonism with INT-777 reverses hypothalamic HK2/TOM20 alterations and behavioral abnormalities by enhanced ileal mTOR/HIF-1 alpah signaling and glycolysis-related metabolite shifts, an effect specifically abolished by subdiaphragmatic vagotomy or chemogenetic silencing of PVN GABAergic neurons. Our findings establish ileal Gpbar1 as a gut-derived metabolic sensor that engages a defined vagal-brainstem-hypothalamic inhibitory circuit to regulate depressive phenotypes, shifting the roadmap from brain-centered to gut-initiated antidepressant mechanisms and unveiling a compelling peripheral therapeutic strategy that bypasses intractable central brain-directed intervention.

neuroscience↗

bioRxiv2026

Mammalian returns to the sea reveal broad genomic slowing rather than a fixed adaptive toolkit

Marine mammals - cetaceans, pinnipeds, sirenians, sea otters and polar bears - returned to the sea independently, yet whether their genomes converged on a shared adaptive programme or shifted in a common direction without a fixed toolkit has remained unclear. Here we separate marine specialization from general aquatic dependence across 302 mammals and 17,432 protein-coding genes and show that the dominant genomic signature of marine life is widespread evolutionary slowing, not acceleration: of 1,559 marine-associated genes, nearly 88% evolved more slowly, and this slow-direction bias persisted (98%) after removing cetaceans. Compact gene fingerprints that distinguish marine identity combine fast-rate remodeling of body-surface and sensory genes with slow-rate constraint on blood, metabolic and DNA-repair genes, but these fingerprints are sharpened by cetaceans and do not preserve a fixed functional toolkit across lineages. Species-level and ancestral-branch decompositions reveal that different marine mammals assembled marine-like genomic states through distinct gene combinations. Mammalian marine convergence is therefore directional rather than modular: a broad constraint landscape resolved into clade-weighted genomic fingerprints.

evolutionary biology↗

bioRxiv2026

Spatial multi-omics analysis reveals vimentin-high macrophages-endothelial cells niche shapes CAFs heterogeneity in colorectal cancer metastasis

The spatial architecture of the tumor microenvironment (TME) is pivotal in the progression of colorectal cancer (CRC) liver metastasis. By applying high-plex spatial multi-omic mapping and neighborhood analysis to a discovery cohort of colorectal cancer primary tumor (PT) and paired liver metastases (LM), we identified a specialized vimentin-high macrophages-endothelial cells niche that orchestrates cancer-associated fibroblast (CAF) phenotypes. Mechanistically, in primary tumors, vimentin-high macrophages secrete INHBA to activate the ACVR2/TGF-{beta} axis in endothelial cells, driving CAFs toward a myCAF phenotype. Conversely, in liver metastases, these macrophages secrete CXCL9 to trigger the PI3K-Akt/NF-[kcy]B/CXCL12 cascade in endothelial cells, directing CAFs toward an iCAF state. Clinically, high niche activity predicts poor survival. Divergent endothelial signaling in primary versus metastatic lesions exposes site-specific stromal vulnerabilities for therapeutic targeting, with architectural features discernible from routine histopathology. These findings reveal a site-specific regulatory mechanism of the macrophage-endothelial niche, offering a novel and clinically significant biomarker for CRC prognosis.

cancer biology↗

bioRxiv2026

DPF3a couples H3K36me2-dependent chromatin remodeling to genome architecture during myogenesis

Chromatin remodelers are generally thought to regulate gene expression through nucleosome mobilization and modulation of local chromatin accessibility. Whether these complexes can instead control transcription through higher-order chromatin organization remains poorly understood. Here we identify the BAF subunit DPF3a as an essential regulator of skeletal muscle regeneration and myogenic differentiation. DPF3a functions through association with the H3K36me2/3 reader HRP2 and preferentially localizes to a distinctive chromatin state characterized by focal depressions within broad H3K36me2 domains. Biochemical reconstitution demonstrates that H3K36 methylation directly enhances remodeling activity of the DPF3a-containing cBAF complex. Unexpectedly, despite profound transcriptional defects, loss of DPF3a produces minimal changes in local chromatin accessibility. Instead, DPF3a is required for long-range chromatin looping associated with activation of myogenic genes. Together, our findings uncover a non-canonical mechanism whereby a chromatin remodeler regulates transcription primarily through three-dimensional genome organization rather than local accessibility control, and establish histone modification-guided chromatin remodeling as a key principle in gene regulation.

molecular biology↗

bioRxiv2026

BoYueGRN: Zero-shot causal discovery of directed gene regulatory networks from single-cell transcriptomes via amortized inference over synthetic structural causal models

Gene regulatory network (GRN) inference from single-cell RNA-seq conventionally relies on per-dataset optimization. Existing tools must be refit for every new dataset, and the majority fail to infer causal regulatory directions. Here we present BoYueGRN, an amortized causal discovery framework trained exclusively on 10,000 synthetic structural causal models. For any unseen dataset, a single forward pass returns edge probabilities and regulatory directions, while TF-centric sliding windows with asymmetric fusion extend this fixed-size model to full-transcriptome coverage. BoYueGRN demonstrates strong zero-shot performance across BEELINE benchmarks. On two independent genome-wide CRISPRi Perturb-seq screens, directional accuracy on retained edges reaches 0.86 and 0.95. Reconstructed cell-type- and stage-specific GRN dynamics across five diseases spanning more than 270,000 cells yield experimentally testable biological hypotheses. BoYueGRN reframes directed GRN inference as a train-once, reuse-across-datasets paradigm. By decoupling network reconstruction from per-dataset optimization, this paradigm opens the door to systematic, atlas-scale mapping of regulatory dynamics across human diseases.

bioinformatics↗

bioRxiv2026

The KRAS G12C Inhibitor Divarasib Stabilizes RBM39 and Antagonizes Aryl-Sulfonamide Degraders

KRAS G12C inhibitors have demonstrated meaningful clinical benefit in KRAS G12C-mutant non-small cell lung cancer (NSCLC), yet responses remain heterogeneous and treatment-associated toxicities persist for reasons that are incompletely understood. Cysteine profiling indicates that these covalent inhibitors are highly selective for mutant KRAS; however, such approaches cannot detect noncovalent engagement of additional non-RAS proteins. Here, we used a protein-folding stability profiling technique, stability of proteins from rates of oxidation (SPROX), to identify protein targets of the clinical KRAS G12C inhibitor, divarasib (GDC-6036), in KRAS-mutant NSCLC lysates. SPROX revealed a focused set of candidate interactors, including the essential splicing factor RBM39, which was reproducibly stabilized at both divarasib concentrations tested. We subsequently confirmed that divarasib directly and noncovalently binds to RBM39 protein. In NSCLC cells, divarasib increased RBM39 protein abundance and antagonized RBM39 degradation induced by the aryl-sulfonamide molecular glue indisulam through a post-transcriptional mechanism. Divarasib and RBM39 degraders reciprocally antagonized each other's cytotoxicity, and RBM39 knockdown modestly reduced divarasib-induced cell death. Mechanistically, divarasib-mediated RBM39 stabilization regulated both INSR expression and alternative splicing, altered downstream insulin receptor signaling, and contributed to divarasib-associated cytotoxicity. Consistent with these findings, RBM39 and INSR expression were positively correlated across multiple human cancer types. Collectively, these findings identify RBM39 as a previously unrecognized noncovalent target of divarasib and uncover an RBM39-INSR signaling axis that modulates cellular responses to both divarasib and RBM39 degraders.

pharmacology and toxicology↗

bioRxiv2026

Ion-Pair-Free Capillary HILIC-MS for Sensitive Nucleic Acid Analysis and RNA Modification Mapping

Mass spectrometry (MS)-based nucleic acid analysis provides direct chemical evidence for oligonucleotide sequence, composition, and modifications. However, oligonucleotide LC-MS analysis commonly relies on ion-pairing reversed-phase liquid chromatography (IP-RPLC). Although IP-RPLC provides strong retention and high-resolution separation of highly charged nucleic acids, ion-pairing reagents can contaminate LC-MS systems, suppress electrospray ionization, require extensive system cleaning, and limit the use of high-end MS platforms that are primarily dedicated to proteomics or metabolomics. Here, we developed and evaluated an ion-pair-free capillary hydrophilic interaction liquid chromatography mass spectrometry (capillary HILIC-MS) workflow for RNA modification mapping. To enable robust analysis of biologically relevant samples, we optimized sample preparation, high-organic loading conditions, chromatographic parameters, and MS source settings to overcome key challenges associated with capillary HILIC, including limited sample volume, solvent compatibility, and solvent breakthrough during injection. The optimized capillary HILIC-MS method provided effective separation of oligonucleotides below 30 nt and enabled sensitive detection of RNA modifications in the populations of tRNAs and rRNAs in biological samples. Importantly, the ion-pair-free workflow also allowed switching between nucleic acid analysis and proteomics on the same LC-MS platform without the need for extensive system decontamination. Together, this workflow provides a sensitive, robust, and MS-compatible approach for nucleic acid analysis, expanding the utility of high-end LC-MS systems for both therapeutic oligonucleotide characterization and biological RNA modification profiling.

biochemistry↗

bioRxiv2026

Photoreceptor-derived FGF2 mediates a protective stress response without driving pathological retinal neovascularization in ischemic retinopathy

Fibroblast growth factor 2 (FGF2) is frequently induced during ischemic retinal injury and has traditionally been considered a pro-angiogenic factor based largely on studies using exogenous FGF2 administration. However, its endogenous cellular origin and physiological role remain incompletely understood. Here, we used single-cell transcriptomic analysis combined with spatial validation and rod photoreceptor-specific genetic approaches to define the endogenous role of FGF2 during oxygen-induced retinopathy (OIR). We identify rod photoreceptors as a major cellular source of ischemia-induced FGF2. Notably, Fgf2 expression remained elevated during the regression of pathological neovascularization, revealing a temporal dissociation between neuronal stress responses and vascular remodeling. Single-cell analysis further showed that Fgf2 induction occurred within a coordinated photoreceptor stress-response program involving endothelin 2 (Edn2) and B-cell lymphoma 3 (Bcl3). This transcriptional signature was independently reproduced in the N-methyl-N-nitrosourea (MNU)-induced photoreceptor degeneration model. Rod-specific deletion of Fgf2 markedly increased photoreceptor apoptosis, indicating that endogenous FGF2 contributes to photoreceptor survival under ischemic stress. In contrast, neither genetic depletion nor overexpression of FGF2 altered pathological neovascularization or vaso-obliteration. Bidirectional manipulation of FGF2 further modulated the expression of representative stress-associated genes Edn2 and Bcl3, supporting FGF2 involvement in this injury-response program. Finally, receptor expression analysis revealed relatively limited endothelial expression of Fgfr1-Fgfr4 compared with VEGF receptors, suggesting a cellular basis for the distinct effects of endogenous FGF2 and VEGF signaling. Together, these findings identify endogenous retinal FGF2 as a photoreceptor-derived survival factor that is induced during stress but is insufficient to drive pathological angiogenesis. These results support a model in which neuronal adaptation and vascular remodeling represent partially distinct responses during ischemic retinal injury.

cell biology↗

bioRxiv2026

PPAR-γ/PCK1 metabolic pathway modulate synovitis and fibrosis in KOA rats

BackgroundKnee osteoarthritis (KOA) is a prevalent degenerative joint disease in which synovial inflammation and fibrosis are closely linked to pain, stiffness, and functional limitation. Growing evidence suggests that metabolic dysregulation, particularly in lipid metabolism, is involved in KOA pathogenesis, but the underlying mechanisms remain incompletely defined. MethodsSprague Dawley rats underwent bilateral anterior cruciate ligament transection to establish a KOA model; sham-operated rats served as controls. RNA sequencing of synovial tissues was performed to identify differentially expressed genes (DEGs) and enriched pathways, followed by GO/KEGG and GSEA analyses. In vivo, adeno-associated virus vectors were used to overexpress or knock down PPAR-{gamma} and phosphoenolpyruvate carboxykinase 1 (PCK1) via intra-articular injection. Ex vivo, primary rat fibroblast-like synoviocytes (FLSs) were stimulated with IL-1{beta} and transfected with PPAR-{gamma} or PCK1 siRNA/overexpression plasmids. synovitis and fibrosis were evaluated by HE, Masson, and Sirius Red staining, immunofluorescence, ELISA, RT-qPCR, and Western blotting. ResultsRNA-seq revealed 621 up-regulated and 228 down-regulated genes in KOA synovium versus sham, with DEGs significantly enriched in PPAR signaling, adipocytokine, and AMPK pathways. Metabolism-related genes including Fabp5, Plin1, Adipoq, Lep, and Pck1 were up-regulated. GSEA indicated downregulation of PPAR-{gamma} signaling in KOA synovium. In vivo and ex vivo, PPAR-{gamma} expression was reduced in KOA, whereas PCK1, FABP5, and ADIPOQ were increased. PPAR-{gamma} overexpression alleviated synovial inflammation, collagen I deposition, and fibrosis, and suppressed FABP5, ADIPOQ, and PCK1 expression; PPAR-{gamma} knockdown produced the opposite effects. Functional studies showed that PCK1 overexpression aggravated synovial inflammatory cell infiltration and fibrosis, elevated IL-1{beta}, IL-18, and TGF-{beta}, and decreased TIMP1 levels in serum, synovial tissue, and FLSs supernatants, whereas PCK1 silencing reversed these changes. ConclusionsThe PPAR-{gamma}/PCK1 metabolic axis modulates synovitis and fibrosis in KOA. Downregulation of PPAR-{gamma} and consequent upregulation of PCK1 promote synovitis and fibrotic remodeling. These findings identify the PPAR-{gamma}/PCK1 pathway as a potential therapeutic target for KOA.

molecular biology↗

bioRxiv2026

Plasma titration provides a physical ruler for cross-platform proteomics

Plasma proteomics is expanding across platforms and cohorts, and integrating these data for AI demands comparability at the protein level, not merely concordant associations1,2. Affinity and MS platforms use distinct probes (antibodies, aptamers, or peptides) and signal readouts, yielding contradictory cross-platform results3,4. Without a known quantitative truth, we cannot distinguish biology from measurement distortion, leaving no gold standard for integration. Here we introduce Plasmix--a plasma reference suite with predefined male:female ratios (M, 1:0; Y, 3:1; P, 1:1; X, 1:3; F, 0:1)--and show that preserving this quantitative titration gradient, not just technical repeatability, predicts cross-platform concordance and identifies protein measurements suitable for integration. Profiling Plasmix across five platforms (Olink, SomaScan, NULISA, AAgAtlas, and MS-DIA) and 12 protocols across 17 batches, we found discordance is dominated by signal generation, not sample identity, and platforms distort signals in a protein-specific manner. Crucially, proteins retaining the titration response showed stronger agreement in an independent cohort; anchoring to the Plasmix midpoint (P) via sample-to-reference ratios reduced distortions, extending harmonizable coverage by 10-20%. Plasmix thus provides a physical ruler to benchmark accuracy, identifying genuinely integrable measurements before pooling datasets or training AI models--a critical bottleneck for plasma proteomics.

molecular biology↗

bioRxiv2026

Sex-dependent chronic neurological dysfunction following isoflurane anesthesia and surgery is associated with circulating extracellular vesicle-mediated neuroinflammatory signaling

PurposeIt is well established that volatile anesthetics and surgery induce acute and subacute changes in the cellular and molecular landscape of the brain and peripheral circulation and can impair neurological function. However, the chronic neurological sequelae of isoflurane (Iso) anesthesia combined with surgical operation (OP), as well as the underlying mechanisms of postoperative neurological dysfunction, remain poorly understood. MethodsYoung adult male (M) and female (F) C57BL/6 mice underwent 4 h of 2% Iso plus laparotomy or sham treatment. At 12 weeks, olfactory and cognitive function were assessed by odor memory, buried food, Y-maze, and active avoidance tests. Olfactory bulbs (OB) and hippocampi (HI) were collected for RNAseq, while plasma extracellular vesicles (EVs) were isolated, characterized by NanoFCM, and profiled by Olink proteomics. Lastly, EVs were injected into the HI of naive male mice, and cytokine/chemokine responses were measured 24 h later. ResultsBoth sexes showed olfactory impairment after chronic Iso/OP, with greater deficits in females. Iso/OP mice, especially females, exhibited impaired odor recognition in the OM test and longer latencies to locate buried food. Female mice also showed greater hippocampal-dependent spatial working memory deficits in the Y-maze, with more arm returns and fewer alternations than Sham/F mice, whereas Iso/OP/M mice performed similarly to controls. Likewise, female, but not male, Iso/OP mice displayed impaired associative learning in the active avoidance test, evidenced by fewer avoided trials and more escape responses. These long-term behavioral abnormalities were accompanied by sex-divergent transcriptomic remodeling in the OB and HI, including altered synaptic, neurodevelopmental, extracellular matrix, stress-response, and chemotaxis-related pathways. Iso/OP reduced plasma EV particle numbers in both sexes and shifted EV size distributions, with prominent reductions in the 40-100 nm EV fraction. Proteomics revealed distinct sex-and condition-specific EV profiles, with several EV-associated proteins showing opposing sex-dependent expression patterns. Hippocampal injection of Iso/OP-derived EVs induced donor sex-dependent cytokine remodeling, confirming inflammatory bioactivity. ConclusionsFour-hour isoflurane (Iso) exposure combined with laparotomy in young adult mice induces chronic, sex-dependent neurological deficits with distinct transcriptomic remodeling across brain subregions. Persistent alterations in circulating EV abundance and inflammatory cargo may drive chronic neuroinflammation and long-term brain dysfunction.

neuroscience↗

bioRxiv2026

Isoflurane and surgery aggravate APOE4-dependent lipid dysregulation and neural dysfunction, leading to neurological impairment in male mice

PurposePerioperative exposure to the volatile anesthetic isoflurane (ISO) has been associated with cognitive and olfactory deficits and may increase the risk of Alzheimers disease (AD). Apolipoprotein E4 (APOE4), the strongest genetic risk factor for AD, contributes to disease pathogenesis through disrupted lipid homeostasis. However, whether and how isoflurane interacts with APOE genotype to influence neurological vulnerability remains unclear. MethodsYoung adult, presymptomatic humanized APOE4 and APOE3 knock-in mice underwent laparotomy under 2 h of isoflurane anesthesia. Microglia and astrocytes were isolated from the olfactory bulb (OB) and hippocampus (HI) by magnetic-activated cell sorting. Lipid composition, transcriptional responses, and functional outcomes were assessed using lipidomic, bulk RNA-seq, and longitudinal behavioral testing. In vivo and ex vivo electrophysiological recordings evaluated neuronal excitability and synaptic transmission in both regions. ResultsBy day 7 post-anesthesia, cell type-specific lipidomic profiling of both OB and HI revealed more pronounced lipid perturbations in microglia and astrocytes from APOE4/ISO mice than from APOE3 mice, characterized by elevated free fatty acids, increased lipid peroxidation, triglyceride depletion, and reduced hippocampal hexosylceramides and cardiolipins. Electrophysiological recordings showed greater olfactory circuit dysfunction in APOE4/ISO mice, accompanied by persistent odor memory deficits, transient olfactory sensitivity loss, early motor coordination impairments, and delayed cognitive deficits. RNA sequencing of the OB identified downregulated lipid metabolism and atherosclerosis-related pathways. ConclusionThese findings establish a mechanistic link between APOE4-dependent glial lipid dysregulation, olfactory circuit dysfunction, and delayed cognitive impairment following isoflurane anesthesia and surgery, highlighting lipid homeostasis as a potential therapeutic target.

neuroscience↗