Biology subjects

Wu, Y.

Publications and source records attributed to Wu, Y..

At least 73 records · Page 4Linked to original sources

bioRxiv2026

Hydrostatic pressure shapes and canalizes semicircular canal morphology to ensure vestibular function

How tissues acquire reproducible shapes to support their function is a fundamental question in developmental biology. Zebrafish semicircular canals form when epithelial pillars partition the lumen of the otic vesicle, the embryonic precursor of the inner ear, into the tubes that sense head rotation for balance. We show that hydrostatic pressure generated by the inflating otic vesicle shapes pillar geometry. Acute vesicle deflation shortens and broadens pillars, whereas pharmacologically induced inflation elongates and narrows them, effects captured by a physical model that treats the vesicle as a pressurized viscoelastic shell. Pillars initially form with variable curvature, but continued vesicle expansion drives them toward a common, straight geometry, a process accelerated by inflation and blocked by deflation. We identify Wnt signaling as crucial for sustaining this pressure by maintaining epithelial barrier integrity. Its disruption impairs pillar geometry and vestibular-dependent swimming behavior. Together, these findings identify hydrostatic pressure as a critical physical mechanism that canalizes tissue geometry to ensure robust organ formation and function.

developmental biology↗

bioRxiv2026

Regulation of Chlamydia trachomatis infection in the female genital tract by type I and type II interferons

Following an intravaginal inoculation with Chlamydia trachomatis, mice deficient in type I interferon receptor IFNR1 (IFNR1-/-) significantly increased the yield of live chlamydiae on days 3 & 5 but reduced it to the level of wild-type mice by day 7, while mice deficient in type II interferon receptor IFN{gamma}R1 (IFN{gamma}R1-/-) significantly increased the chlamydial yield by day 5 and the increase persisted throughout the remainder of the infection course. These observations reveal a temporal division of labor between type I & II interferons in regulating C. trachomatis infection in the female genital tract. Interestingly, mice deficient in both IFNR1 & IFN{gamma}R1 exhibited higher mortality and shed more chlamydial organisms than IFN{gamma}R1-/- mice by week 6, suggesting that IFNR1 remains critical for inhibiting C. trachomatis at late stages. An anti-IFNR1 antibody blockade significantly increased chlamydial yields in IFN{gamma}R1-/- mice, suggesting that the anti-chlamydial activities of type I & II interferon systems are both distinct and overlapping throughout the infection course. Furthermore, the anti-chlamydial activity of type I interferon signaling is localized to the lower vagina, while that of type II interferon signaling is localized to the upper vagina. Thus, we have demonstrated that type I & II interferons function complementarily and synergistically in time and space to control C. trachomatis infection, laying the foundation for further elucidating the mechanisms of IFN regulation of chlamydial infection and for developing interventional and preventive strategies against C. trachomatis in the female genital tract. ImportanceLack of information on the precise roles of type I and type II interferons during chlamydial infection has hindered the development of interferon-based strategies to prevent chlamydial infection and pathogenicity. The current study has revealed a temporal division of labor between type I & type II interferons in regulating chlamydial infection in the female genital tract, with type I acting earlier than type II during the innate phase. Nevertheless, type I remains critical for cooperating with type II to suppress chlamydia 6 weeks after infection. Finally, type I interferons seem to mainly target chlamydial infection in the lower vagina, while type II interferons target the infection in the upper vagina. These new findings on the distinct and overlapping roles of type I and type II interferons in regulating chlamydial infection may guide the development of interferon-based precision strategies to reduce chlamydial infection and pathogenicity in the female genital tract.

immunology↗

bioRxiv2026

Extracellular vesicle associated nucleic acids and proteins as a complementary fraction for fish biodiversity monitoring and physiological signal recovery

Monitoring the biodiversity and physiological condition of aquatic organisms under environmental stress is central to aquatic ecosystem management. Environmental nucleic acid methods (eDNA and eRNA) have transformed biomonitoring but face well-documented limitations, including susceptibility to degradation, difficulty distinguishing living from legacy or transported signals, and limited capacity to report organism condition. Extracellular vesicles (EVs) released from all kinds of species, are stable and widespread vesicles in environment, showing biomarker potential. Here we evaluate whether nucleic acids and proteins recovered from EVs provide a complementary capture fraction that helps address these limitations. All four targets (eDNA, eRNA, EV-DNA, EV-RNA) shared an identical 12S rRNA metabarcoding workflow and differed only in the pre-analytical capture step, filtration for bulk environmental nucleic acids versus sequential 0.22 {micro}m filtration, tangential flow filtration, and ultracentrifugation for the EV-encapsulated fraction. In a controlled aquarium, EV-DNA recovered all seven reference species (100% sensitivity) versus 85.7% for bulk methods, including a low-abundance detection of Anguilla japonica that warrants independent confirmation. In field sampling at Xinglinwan Reservoir, EV-RNA recovered 11 of 12 expected species (91.7% sensitivity) compared with 50-58% for bulk methods, including four reference taxa detected only by the EV fraction. EV-based methods also captured more even community representation, and EV-RNA showed lower human-read contamination than eDNA. Metaproteomic analysis of reservoir EVs recovered fish-derived proteins, dominated by Cyprinus carpio, including candidate stress-associated functions (chaperones, metallothioneins, oxidoreductases), independently corroborating the EV-based detection of C. carpio. Their abundance varied with seasons, suggesting their ability to respond to environmental changes. Together, these results indicate that EV-associated nucleic acids and proteins constitute an informative complementary fraction for integrated biodiversity and physiological-signal monitoring in impacted aquatic environments. Graphical abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=126 SRC="FIGDIR/small/735187v1_ufig1.gif" ALT="Figure 1"> View larger version (40K): org.highwire.dtl.DTLVardef@ee0e6borg.highwire.dtl.DTLVardef@f4d1daorg.highwire.dtl.DTLVardef@fd5123org.highwire.dtl.DTLVardef@da0ddc_HPS_FORMAT_FIGEXP M_FIG C_FIG

genomics↗

bioRxiv2026

Projectomic Organization of the Serotonin System of the Mouse Brain

The serotonin system innervates nearly the entire brain to support diverse functions, and its dysfunction is implicated in multiple psychiatric disorders. Although recent studies suggested that this anatomically diffuse system supports differentiated rather than uniform modulation, its overall organization is unclear. Here, using systematic whole-brain axon tracing and integrated analyses, we show that the serotonin projectome is organized by functional relatedness rather than physical proximity of its targets. Dorsal and median raphe serotonin neurons partition into five projectomic groups, each preferentially innervating the hippocampus, basal ganglia, cortex, medial interbrain, or brainstem/lateral thalamus, with within-group structure ranging from discrete subgroups to continuous variation. Spatial transcriptomic analyses reveal that each projectomic group corresponds to a distinct combination of transcriptomic clusters, with transcriptome and somatic position jointly predicting projectomic identity. Projection-specific serotonin depletion produces dissociable behavioral phenotypes. Together, projectomic identity emerges as a central axis linking axon collateralization, molecular diversity, and behavioral function.

neuroscience↗

bioRxiv2026

LARP4 is a B cell-specific metabolic checkpoint for plasma cell differentiation and a therapeutic target in systemic lupus erythematosus

RNA-binding protein LARP4 plays an important role in T cell activation and differentiation, but its role in B cell biology and the pathogenesis of systemic lupus erythematosus (SLE) remains unclear. This study found that LARP4 was specifically highly expressed in B cells of SLE patients and was positively correlated with disease activity. By constructing T cell-specific and B cell-specific conditional knockout mice, we found that deletion of LARP4 in B cells, but not in T cells, significantly alleviated pristane-induced and Bm12-induced lupus nephritis. Further analysis showed that LARP4 deletion selectively inhibited B cell differentiation into plasma cells, but did not affect germinal center B cell formation. Integrated transcriptomic and metabolomics analyses revealed that this effect is due to reduced phosphatidic acid synthesis and decreased mTORC1 activity caused by mitochondrial oxidative phosphorylation dysfunction. Furthermore, we used LIPEP, a LARP4 inhibitory peptide that effectively mimicked the therapeutic effects of LARP4 gene knockout in the MRL/lpr spontaneous lupus model and outperformed cyclophosphamide in reducing glomerular immune complex deposition and improving extrarenal dermatitis. These results indicates that LARP4 is a key metabolic checkpoint regulating B cell differentiation into Plasma cells and suggest that it may be a potential therapeutic target for SLE.

immunology↗

bioRxiv2026

Inhibition of integrin αvβ8-mediated TGFβ activation and active-TGFβ blockade promote anti-tumor immunity through distinct biological mechanisms

Transforming Growth Factor {beta} (TGF{beta}) is a potent immunosuppressor and a primary driver of resistance to cancer immunotherapy. While preclinical models have long suggested that TGF{beta} inhibition could synergize with immune checkpoint inhibitors, these effects have proven difficult to replicate in clinical settings. The highly regulated TGF{beta} pathway can be inhibited through various mechanisms, including neutralizing activated ligands or inhibiting upstream activators, such as integrins. Recent structural data demonstrated that integrin v{beta}8 can enable TGF{beta}1/3 signaling without releasing the active cytokines from their Latency-Associated Peptides, suggesting that ligand-blocking antibodies may have limited access to their epitopes. Here, we show that integrin v{beta}8 blockade, while achieving anti-tumor responses similar to those of anti-TGF{beta} antibodies, does so through a distinct mechanism of action. Anti-v{beta}8 is 3 orders of magnitude more potent at inhibiting v{beta}8-mediated TGF{beta} activity than a commonly used antibody against the mature form of the cytokine. Whereas TGF{beta} ligand inhibition has little effect on TGF{beta} signaling in tumor-draining lymph nodes (tdLN) and requires IFN{gamma} for its anti-tumor effects, v{beta}8 blockade strongly inhibits TGF{beta} signaling in tdLN and, in combination with PD-L1 blockade, drives tumor control through an IFN{gamma} -independent mechanism that strictly requires T cell egress from tdLN. Combined v{beta}8 and anti-PD-L1 blockade enhances antigen presentation in dendritic cells (DCs) and, unlike TGF{beta} ligand blockade, improves the efficiency of DC-induced T cell activation in response to cross-presented antigen. These findings suggest that v{beta}8 blockade can disable an immunologically critical source of TGF{beta} signaling that is not addressed by antibodies targeting TGF{beta} ligands, suggesting a promising new approach to TGF{beta} pathway modulation. One Sentence SummaryUnlike ligand-neutralizing antibodies, v{beta}8 blockade suppresses TGF{beta} in tdLN and boosts DC-T cell activation, a differentiated immunotherapy strategy.

immunology↗

bioRxiv2026

PFOS aggravates atherosclerosis via Bacteroides caecimuris expansion-driven bile acid remodeling and subsequent intestinal FXR-TLR3 signaling cascade

BACKGROUNDPerfluorooctane sulfonate (PFOS) is a widely distributed persistent organic pollutant in the environment and has been associated with an increased risk of atherosclerosis. However, the underlying pathogenic mechanisms remain largely unclear. This study aimed to investigate the effects of PFOS on atherosclerosis and its associated gut-vascular axis. METHODSPseudo-germ-free mouse models and fecal microbiota transplantation (FMT) were used to determine the role of the gut microbiota in PFOS-induced atherosclerosis. Metagenomic sequencing was performed to characterize alterations in gut microbial composition following PFOS exposure, and targeted metabolomics was used to assess bile acid profiles in the ileum and plasma. Transcriptomic analysis of Bacteroides caecimuris (B.caecimuris) was conducted to explore the reasons for the increased abundance of B.caecimuris after PFOS exposure. In addition, intestinal transcriptomics and ChIP-qPCR were performed to validate transcriptional regulation within the FXR-TLR3 signaling axis. RESULTSAmong 127 participants with paired serum and fecal samples, including 82 patients undergoing coronary angiography with Gensini scores (GS score), fecal PFOS levels were significantly associated with lipid profiles and GS score, whereas serum PFOS showed no such association.Mechanistically, PFOS exposure promotes intestinal enrichment of B.caecimuris by upregulating its tolC gene, thereby enhancing efflux capacity.This microbial shift was accompanied by reduced levels of tauro-ursodeoxycholic acid (TUDCA) and aberrant activation of intestinal FXR signaling.Further analyses demonstrated that FXR activation upregulated TLR3 expression and promoted inflammatory responses and atherosclerosis progression via the TLR3-NF-{kappa}B signaling axis. Both intestinal epithelial-specific FXR deficiency (Fxr{Delta}IE) and TUDCA supplementation significantly suppressed pathway activation and alleviated disease phenotypes.Functional experiments identified TLR3 as a key downstream effector of FXR. Overexpression of TLR3 abolished the protective effects observed in Fxr{Delta}IE mice. Moreover, pharmacological inhibition of TLR3 using CU CPT-4a significantly improved established atherosclerotic lesions in vivo. CONCLUSIONSThis study identifies a gut microbiota-driven FXR-TLR3 signaling axis that mediates PFOS-induced atherosclerosis. These findings provide new mechanistic insights into environmentally induced cardiovascular disease and suggest potential targets for risk assessment and therapeutic intervention.

pathology↗

bioRxiv2026

A gap-free telomere-to-telomere genome of the purple-pericarp rice landrace Mojiang ZN65 resolves transposon-driven structural variation at the pericarp-pigmentation loci

Background: Black and purple pericarp in rice requires activation of the basic helix-loop-helix (bHLH) regulator Kala4/OsB2, and the known black-rice allele is a complex promoter rearrangement. Such repeat-embedded alleles can be difficult to resolve in fragmented assemblies, and for many pigmented landraces it remains unclear whether they carry that allele or structurally different ones. We asked three questions about the purple-pericarp landrace Mojiang ZN65: what is the structure of its Kala4/OsB2 upstream region; how frequent is gain of its upstream block in a rice diversity panel, and do the accessions with that gain share its junction; and how is it distributed relative to a second regulatory variant, a duplicated repeat in the OsKala3 promoter. Results: We assembled a gap-free telomere-to-telomere genome of ZN65 (395.1 Mb; all 24 telomeres; consensus quality value 53.6; 99.6% complete Benchmarking Universal Single-Copy Orthologues; indica), in which the flavonoid pathway showed no pathway-wide copy-number expansion. Upstream of Kala4/OsB2, a ~5.87-kb segment (block A) is present in three non-tandem copies, spanned as single molecules by three ultra-long Nanopore reads (115,450 bp); each of 33 other assemblies yielded a single homologous hit (10 of them coverage- or divergence-limited). This arrangement differs from the canonical black-rice Kala4 allele. Among 533 accessions of the 3,000 Rice Genomes panel, read depth detected block A gain in four accessions (three at three or more copies, 0.56%; one at two). All four carry the ZN65 junction at the same base, and three carry a pigment term in their variety names from a lexicon fixed in advance (Fisher's exact test, P = 0.0023). All four also have OsKala3 promoter-repeat read depth consistent with the two-unit configuration reported for black-pericarp cultivars, a state found in 1.9% of the panel. Conclusions: ZN65 carries a rare Kala4/OsB2 structural variant whose junction is shared with other accessions named as pigmented rice and which, in this panel, occurs only in accessions whose OsKala3 promoter-repeat read depth indicates duplication. Its effect on pigmentation remains to be tested with measured pericarp phenotypes and functional assays.

plant biology↗

bioRxiv2026

Complex coacervation reshapes the aggregation landscape of tau

Biomolecular condensates are increasingly implicated in protein aggregation, yet their contribution is often reduced to that of concentrating reactants. Whether the phase state of a protein itself changes how it aggregates remains unclear. Using complex coacervates of a tau repeat-domain construct (K12) with heparin, we show that phase separation does not simply accelerate tau aggregation but redirects it along a distinct kinetic regime. Amyloid nucleation and growth are largely associated with the condensed phase, where intact phase-separated mixtures nucleate with a markedly shortened lag phase, whereas the corresponding dilute phase contributes little to overall amyloid formation. Aggregation kinetics in this regime become largely decoupled from total protein concentration. Because phase equilibrium pins the composition of the dense phase, additional tau partitions largely into the coexisting dilute phase without substantially altering the reacting population. This weak concentration dependence provides a kinetic signature of compartmentalized aggregation, and it recurs across chemically distinct coacervates formed with heparin, RNA, and polyglutamate, pointing to a general feature of coacervate-mediated tau assembly rather than a heparin-specific effect. Aggregation within coacervates also yields fibrils with altered morphology and secondary structure, suggesting access to alternative regions of the assembly landscape, and shows reduced sensitivity to bulk pH perturbations. Together, these results show that condensation changes tau aggregation by defining the local reaction environment: phase equilibrium buffers the dense-phase composition, in turn altering aggregation kinetics and the properties of the amyloid formed.

biophysics↗

bioRxiv2026

Rapid and efficient oligodendrocyte differentiation from human pluripotent stem cells via dual inhibition of BMP and Notch signaling

The protracted timing required for oligodendrocyte differentiation from human pluripotent stem cells (hPSCs) has limited their use in disease modeling, drug screening, and cell therapy. In particular, the signals that drive oligodendrocyte specification and maturation after neural induction and ventral patterning remain poorly understood. Here, we present a protocol to derive human oligodendrocytes from hPSCs that is based solely on extrinsic cues, and we identify dual inhibition of BMP and Notch signaling as critical drivers of oligodendrocyte commitment and maturation. By day 42 of differentiation, up to 70% of the cells are positive for the oligodendrocyte marker O4, with minimal astrocyte contamination, and show robust expression of mature myelin markers including MBP, MOG, and MAG. These hPSC-derived oligodendrocytes closely match the molecular identity of primary fetal human oligodendrocytes as assessed by single-cell RNA sequencing and are functional as shown by in vitro myelination assays. In addition to the rapid generation of myelinating oligodendrocytes, the new protocol can be modularly adapted for the efficient production of PDGFR+ oligodendrocyte precursors or mixed glial populations containing AQP4+ astrocytes, thereby providing a cellular toolbox for the study of human glial lineages in translational applications.

developmental biology↗

bioRxiv2026

Dystrophic changes of nigrostriatal axons harboring a Synj1 Parkinson mutation suggest catastrophic failure of endocytic mechanisms

Synaptojanin 1 is a brain enriched phosphoinositide phosphatase implicated in endocytosis at the synapse. A mutation (R258Q) that selectively impairs its Sac1 phosphatase domain causes early onset familial Parkinsonism. Neurons of mice with this mutation display synaptic vesicle traffic defects across the brain, but selective dystrophic changes in a subset of dopaminergic axons in the dorsolateral striatum. Using correlative light microscopy-FIB-SEM of mutant mouse striata to visualize in 3D these abnormal structures we show that they represent clusters of focal axonal dilations harboring massive, onion-like DAT enriched plasma membrane infoldings, generally localized next to cell bodies of neighboring cells, often engulfing evaginations of such cells. This dysmorphia was associated with a deficit in dopamine release in the same striatal region. Given the involvement of Synj1 in endocytic mechanisms, these structures may reflect an imbalance between exocytosis and endocytosis. Their occurrence only in a subset of axons suggest a vulnerability threshold of these axons beyond which the expansion of the plasma membrane is not counteracted by compensatory mechanisms.

neuroscience↗

bioRxiv2026

FGF Signaling Potentiates Müller Glia for Mammalian Retinal Regeneration

Muller glia possess latent regenerative potential that could be harnessed to restore retinal neurons lost to injury or disease. Although fibroblast growth factor (FGF) signaling is upregulated following retinal damage, its role in mammalian retinal regeneration remains unclear. Here, we investigated the function of FGF signaling in Muller glial reprogramming using genetic, pharmacological, and single-cell transcriptomic approaches. Activation of FGF signaling alone was insufficient to induce Muller glial proliferation in the mouse retina. However, conditional deletion of FGFR1/2 in Muller glia abolished regenerative responses induced by multiple independent pathways, demonstrating that FGF signaling is essential for regenerative competence. Mechanistically, loss of FGF signaling impaired sustained ERK/MAPK activation following injury, while MEK/ERK inhibition phenocopied the regenerative defect. Conversely, constitutive MEK activation induced limited Muller glial proliferation in the absence of injury. Although STAT3/5 inhibition synergized with Activin-A to promote robust proliferation and neurogenic gene expression, it failed to rescue regeneration in FGF-deficient Muller glia. Single-cell RNA sequencing revealed that FGF signaling suppresses multiple anti-regenerative programs, including Hes1, S1pr1, p27, NF-{kappa}B, and p300/CBP activity. Together, these findings identify FGF signaling as a critical permissive regulator of mammalian retinal regeneration that potentiates Muller glia through sustained ERK activation and suppression of transcriptional barriers to regeneration.

Developmental Biology↗

bioRxiv2026

Hippocampal-cortical coupling dynamics drive system consolidation of remote memory

System consolidation transforms temporary hippocampal representation of memory into long-term storage in cortex. The underlying neural substrate, however, remains enigmatic. Here, we tracked the spatiotemporal evolution of hippocampus (HPC)-cortex local field potentials and single-neuron spikes in behaving animals during fear memory formation. During learning, HPC fast gamma exhibited a progressive phase shift relative to PFC theta oscillations, with gamma power aligning to progressively later phases of the PFC theta cycle. Strikingly, a related phase-shifted coupling pattern re-emerged during subsequent consolidation in association with hippocampal sharp-wave ripples and transient PFC spindle events during NREM sleep. Across this process, interregional interactions evolved from HPC-driven cortical gamma coherence at recent stages to PFC-mediated cortical low-frequency coherence at remote stages. Using closed-loop optogenetic perturbations, we demonstrated a stepwise causal chain of coupling events underlying remote memory formation. Our study revealed HPC-PFC coupling phase shift as a feasible substrate mediating recent-to-remote transformation of memory.

neuroscience↗

bioRxiv2026

RAEM: random-access electron microscopy for revisitable 3D imaging

Volume electron microscopy is essential for understanding cells, tissues, and neural circuits in their native 3D context, but many biological specimens are too large to image exhaustively at nanometer resolution. Researchers therefore must choose between broad anatomical context and ultrastructural detail. We introduce random-access electron microscopy (RAEM), a framework for studying fixed tissue repeatedly across scales rather than imaging it once at a single resolution. RAEM first builds a lower resolution 3D survey of the specimen, then uses accumulated human or AI-derived knowledge of that volume to guide the microscope back to selected physical sites for high resolution imaging. By linking reconstructed 3D coordinates to precise electron-beam positions on the original sections, RAEM enables targeted imaging of membranes, vesicles, and other nanoscale structures within specimens that would be impractical to image exhaustively. We demonstrate RAEM with vesicle-resolved imaging of synaptic boutons in human cortex, targeted imaging of more than one million human cortical mitochondria, hierarchical imaging of a nematode nervous system, and retrospective targeting of a previously published petabyte-scale human cortical volume. RAEM turns serial-section EM into a query-driven, multi-resolution approach for scalable biomedical discovery.

neuroscience↗

bioRxiv2026

CellOS: Learning a World Model of Cellular State through Joint Embedding Prediction

Foundation models learned from single-cell transcriptomes are central to the prospect of AI virtual cell that can represent, query and predict cellular state. However, most current single-cell foundation models learn from a single view of gene expression and are optimized primarily through reconstruction or next-token prediction. As a result, they capture expression abundance but cannot explicitly reconcile complementary views of cellular state. Here we present CellOS, a multi-view foundation model that learns cellular representations from paired expression and perception views. CellOS integrates complementary views through a scalable three-stage training strategy that combines causal cell-sentence language modelling, function-preserving dense-to-mixture-of-experts expansion and latent-space alignment via an LLM-JEPA objective. Using this framework, we trained a 12-billion-parameter model on 390.5 million single-cell transcriptomes. Across diverse benchmarks spanning cell-state annotation, batch integration and perturbation-response prediction, CellOS consistently outperformed state-of-the-art single-cell foundation models. Together, these results suggest that predictive alignment between complementary cellular views provides a scalable path toward representation-centric cellular world models and transferable AI virtual cells.

bioinformatics↗

bioRxiv2026

Genomic Determinants of Lethality and Therapeutic Vulnerability in Castration-Resistant Prostate Cancer

Despite extensive characterization, the molecular determinants that shape disease progression and therapeutic outcomes in metastatic castration-resistant prostate cancer (mCRPC) remain incompletely defined. This large, multi-institutional analysis reveals that the genomic determinants of outcomes in primary prostate cancer are distinct from those in castration-resistant disease. We identify androgen-regulated MYC fusions as potent primary genetic drivers catalyzing early progression. Additionally, across independent mCRPC cohorts, we validate TP53, RB1, and CDKN1B alterations as the strongest genetic drivers of poor survival. Mechanistically, CDKN1B loss induces an AR-positive epithelial-mesenchymal transition rather than neuroendocrine differentiation, while TP53 loss triggers whole-genome duplication and subsequent adaptive copy-number gains. Within TP53-altered tumors, AR amplifications confer improved survival while AR mutations are protective regardless of TP53 status. Integrating these genomic events with transcriptomic phenotypes, we derive CAPrisk, a multi-omic prognostic classifier. CAPrisk stratifies patients with mCRPC into three risk groups with >33-month survival differences and predicts outcomes across androgen receptor pathway inhibitors, taxanes, PARP-inhibitors, and radium-223. Together, these findings expand the clinical utility of genomic profiling in advanced prostate cancer and establish a framework for risk stratification in lethal disease. IN BRIEF (eTOC BLURB)Rebernick et al. analyze a multi-institutional cohort of 1,331 prostate cancer samples and identify the genomic determinants of progression to lethal, castration-resistant disease. They define rare AR-regulated MYC fusions and haploinsufficient CDKN1B loss as drivers of poor outcome while highlighting AR alterations as predictors of improved prognosis. They develop CAPrisk, a multi-omic classifier that stratifies patient outcomes across androgen receptor pathway inhibitors, taxanes, PARP-inhibitors, and radium-223. HIGHLIGHTS- AR-regulated MYC fusions are rare ([~]2%) truncal events driving aggressive disease. - Distinct AR alterations drive favorable outcomes in TP53-altered and non-altered contexts. - Haploinsufficient CDKN1B loss predicts poor survival in AR-positive tumors. - A multi-omic model predicts outcomes across four standard-of-care therapies. MI-OncoSeq TeamChandan Kumar, Erica Rabban, Kayla Muschong, Lakshmi P. Kunju, Javed Siddiqui, Yu Ning, Rui Wang, Fengyun Su, Yelena Kleyman-Smith, Josh N. Vo, Jin Chen, Rahul Mannan Stand Up To Cancer TeamWassim Abida, Joanna Cyrta, Glenn Heller, Davide Prandi, Joshua Armenia, Ilsa Coleman, Matteo Benelli, Eliezer M. Van Allen, Andrea Sboner, Tarcisio Fedrizzi, Juan Miguel Mosquera, Brian D. Robinson, Navonil De Sarkar, Lakshmi P. Kunju, Scott Tomlins, Daniel Nava Rodrigues, Massimo Loda, Anuradha Gopalan, Victor E. Reuter, Colin C. Pritchard, Joaquin Mateo, Diletta Bianchini, Susana Miranda, Suzanne Carreira, Pasquale Rescigno, Julie Filipenko, Jacob Vinson, Robert B. Montgomery, Himisha Beltran, Elisabeth I. Heath, Howard I. Scher, Philip W. Kantoff, Mary-Ellen Taplin, Nikolaus Schultz, Johann S. deBono, Francesca Demichelis, Peter S. Nelson, Mark A. Rubin, Charles Sawyers

Cancer Biology↗

bioRxiv2026

GALILEO: Embodied AI scientist for autonomous therapeutic discovery in dynamic membrane systems

Generalizable Agentic Laboratory Intelligence for Learning, Experimentation, and Optimization (GALILEO) closes the prediction-to-intervention gap in therapeutic peptide discovery. Unlike prior AI-scientist systems, GALILEO couples an Observation-Thought-Action-Summary (OTAS) reasoning loop with robotic peptide synthesis and multimodal phenotyping. Candidate peptides are retrieved from a clinically informed peptide prior (CPP) and locally edited through auditable operations. GALILEO autonomously prioritized LRRC8C and SLC25A1 branches and used wet-lab feedback to update target beliefs, sequence policies, assay choices, and mechanism hypotheses. Peptides generated under this framework blocked LRRC8C currents, perturbed osmolyte/redox homeostasis, and promoted tumor-dependent T-cell activation, while SLC25A1 peptides disrupted citrate-export metabolism, reduced extracellular acidosis, and enhanced CD8+ T-cell function. These results establish retrieval-and-editing-based physical learning as a route for auditable, experimentally grounded interventions and transferable membrane-blocker rules.

Molecular Biology↗

bioRxiv2026

Estrogen-Deficiency Degrades Left Ventricular Diastolic Function and Energy Metabolism in Hypertensive Female Mice

AimsHeart failure (HF) due to diastolic dysfunction (DD) but normal left ventricular (LV) ejection fraction (EF) is termed HF with preserved EF (HFpEF). Given its high prevalence in post-menopausal women, we hypothesized that 17{beta}-estradiol (E2) function is mechanistically linked to DD HF and investigated E2-deficiency in the etiology of DD in a mouse model. MethodsFemale C57BL/6J mice were divided into one group with hypertension induced by N({omega})-nitro-L-arginine methyl ester (L) and cardiac pressure overload induced by angiotensin II (A), collectively inducing DD, and one group with sham treatment. Groups were subdivided to receive an ovariectomy (OVX) to induce estrogen-deficiency and emulate menopause or sham surgery. During the next 21 days, mice were tested for cardiac function, food intake, response to E2 agonists, gene profiling, cardiomyocyte-contractility and elasticity, and cardiac mitochondrial function. ResultsOVX-associated E2-deficiency exacerbated DD in a time-dependent way without affecting EF or stroke volume, emulating a severe DD phenotype. These changes paralleled those for mitochondrial dysfunction, i.e., upregulation of genes associated with stress, energy metabolism, and fibrosis, as well as functional and structural defects in cardiomyocytes. Treatment of OVX + (L + A) with E2 or a G-protein-coupled estrogen receptor agonist normalized diastolic function, whereas estrogen receptor beta agonists did not. The OVX DD mice exhibited moderately impaired mitochondrial function, which delayed cardiomyocyte relaxation but not contraction, altered cardiac substrate utilization, reduced cardiomyocyte elasticity, increased production of reactive oxygen species, and potentiated extracellular fibrosis. ConclusionsOVX-induced E2-deficiency generates metabolic, structural, and functional changes in cardiomyocytes and the adjacent extracellular matrix, exacerbating the effects of L and A on diastolic function. This robust DD model revealed a role for E2 via ER in diastole-regulation in female mice and raised questions about similar mechanisms operative in postmenopausal women. HIGHLIGHTSO_LIOvariectomy (OVX)-induced estrogen-deficiency exacerbated diastolic dysfunction (DD) induced by hypertension and pressure overload with preserved ejection fraction in female C57BL/6J mice. C_LIO_LIIn post-OVX-treated DD mice, heart weight and fibrosis preceded other metrics of cardiac dysfunction. C_LIO_LIOVX-induced estrogen-deficiency increased the expression of genes associated with stress, energy metabolism, and especially fibrosis. C_LIO_LIMetabolic imaging of the heart by positron emission tomography revealed that DD with preserved ejection fraction was associated with mitochondrial dysfunction presenting as increased accretion of cardiac energy substrates, [18F]deoxyglucose and [11C]palmitate, effects that worsened following OVX. C_LIO_LIOVX increased cardiomyocyte stiffness and fibrosis and reduced cardiomyocyte lengthening and compliance in the context of female DD. C_LIO_LIImproved diastolic function following delivery of GPER agonists or estradiol to OVX DD female mice implicates estrogen receptor in the maintenance of normal cardiac function. C_LI

physiology↗