Biology subjects

Zhang, W.

Publications and source records attributed to Zhang, W..

At least 73 records · Page 4Linked to original sources

bioRxiv2026

Large-scale functional coupling and computational modelling reveal frontotemporal hotspots in distributed network connectivity during working memory recognition, encoding, and retrieval

Working memory depends on coordinated activity across distributed brain networks, but how these interactions support recognition, encoding, and retrieval remains unclear. Here, we analyzed intracranial local field potentials from 1,652 sites in 36 epilepsy patients performing a naturalistic card-matching task. Phase-amplitude and phase-phase coupling revealed widespread condition-dependent interactions, with frontal and temporal regions emerging as recurrent network hubs. Event-related analyses showed reproducible within-trial coupling dynamics across participants. Directed phase transfer entropy further identified frequency-specific information flow, including frontal regions acting as a theta-band source and an alpha-band sink. Finally, a time-delay-embedded hidden Markov model identified task-locked latent states with condition-dependent occupancy trajectories and distinct coherence profiles. Together, these results suggest that working memory is implemented through dynamic, directionally organized large-scale networks, in which frontotemporal hubs coordinate flexible transitions among distributed neural states rather than operating in isolation.

neuroscience↗

bioRxiv2026

VASP Promotes Aortic Valve Calcification by Interacting with FBLIM1 to Activate the Focal Adhesion Pathway

BackgroundCalcific aortic valve disease (CAVD) is the most prevalent valvular heart disease, yet there is no effective pharmacological therapy to halt or reverse its progression. Focal adhesions (FAs) are dynamic structures that connect cells to the extracellular matrix (ECM), serving not only as mechanical anchors but also as critical signalling hubs that regulate cell adhesion, spreading, migration, differentiation, and mechanotransduction. However, their specific role in CAVD pathogenesis remains largely unknown. MethodsTo identify upregulated hub genes, an integrated analysis of proteomics and RNA sequencing was performed on calcified aortic valves. To investigate functional roles in vitro, we utilized genetic knockdown and overexpression of VASP in valvular interstitial cells (VICs), followed by phenotypic evaluations of osteogenic differentiation, calcification, and elastin (ELN) secretion. Downstream mechanisms were explored using RNA-seq in VASP-overexpressing VICs, alongside pharmacological inhibition of the FA pathway. Finally, protein-protein interaction assays were conducted to map and analyze the physical binding between VASP and the structural domains of FBLIM1. ResultsIntegrated omics analysis identified VASP as a significantly upregulated gene in human calcified aortic valve tissues. Functionally, VASP knockdown inhibited, whereas its overexpression promoted, the osteogenic differentiation of VICs. RNA-seq revealed that VASP overexpression activated the FA pathway, and the pharmacological blockade of this pathway successfully suppressed calcification both in vitro and vivo. Mechanistically, we demonstrated a direct physical interaction between VASP and the third LIM zinc-binding domain of FBLIM1, and knockdown of FBLIM1 effectively reversed the pro-calcific effects of VASP. Finally, VASP overexpression was found to promote the secretion of ELN, which subsequently contributed to the calcification process. ConclusionOur study reveals that the interaction between VASP and FBLIM1 drives CAVD progression by activating the FA pathway, which subsequently leads to excessive ELN secretion. These findings reveal a novel mechanistic pathway and may provide a potential therapeutic target for CAVD intervention. What are the Clinical Implications?We have identified the VASP-FBLIM1-FA-ELN axis as a novel molecular pathway involved in CAVD pathogenesis, greatly enriching our understanding of the complex process of aortic valve calcification. This pathway intricately links cytoskeletal dynamics, cell adhesion signalling, and ECM remodelling, providing a new theoretical framework for pathophysiological research in CAVD. In clinical practice, VASP and its downstream pathway components, particularly FBLIM1 and the FA pathway, may serve as potential biomarkers and therapeutic targets for the early diagnosis and treatment of CAVD. For example, the FA pathway inhibitors PF-573228 and Y15 demonstrated significant anti-calcification effects both in vitro and in vivo, suggesting that targeting this pathway may offer a new nonsurgical intervention strategy for patients with CAVD.

cell biology↗

bioRxiv2026

Palmitoylation calibrates mitochondrial transport of insulin across the endothelium in insulin resistance

Impaired insulin transport across the endothelium contributes to insulin resistance, a poorly understood condition implicated in diabetes and many other chronic diseases. Insulin has been reported to undergo non-receptor-mediated endocytosis resembling fluid-phase uptake through unclear mechanisms. Here we show in mice with diet-induced insulin resistance that endothelial-specific deletion of the depalmitoylase acyl-protein thioesterase 1 (APT1) improved glucose tolerance and insulin sensitivity without affecting chronic inflammation or capillary structure. Endothelial APT1 deficiency increased interstitial insulin levels in mice confirmed by in-situ microneedle-based sampling. In cultured human microvascular cells, APT1 inhibition enhanced cell transport of high-dose insulin independent of the insulin receptor and canonical endocytic machinery. Unexpectedly, live-cell imaging revealed insulin rapidly localizing to mitochondria prior to endolysosomal trafficking, even at physiological insulin concentrations. APT1 inhibition delayed mitochondrial discharge of insulin to lysosomes. Cyclosporin A, an immunosuppressant known to affect mitochondrial function, preserved mitochondrial insulin content and promoted insulin transport in cultured cells, and enhanced interstitial insulin delivery in mice. Proteomic analysis revealed two palmitoylated proteins, PACS1 and YTHDF2, required for APT1-mediated mitochondrial-endolysosomal trafficking of insulin. A mitochondrial insulin shuttle in endothelial cells may participate in the physiological adaptation to hyperinsulinemia and its regulation by palmitoylation suggests a novel approach to insulin resistance.

physiology↗

bioRxiv2026

Cessation of diel vertical migration by an inshore dinoflagellate bloom under prey deprivation

Many dinoflagellates are mixotrophic and regulate their vertical position to navigate dynamic gradients in light, nutrients, and prey. Here, it is shown that the obligate kleptoplastidic mixotroph, Dinophysis acuminata, transitions from diel vertical migration to formation of a stationary, sub-surface thin layer in response to prolonged prey deprivation. An inshore bloom within a salt marsh kettle pond was recorded through continuous in-situ imaging, automated oxygen and fluorescence depth profiling, and targeted water chemistry measurements. During the blooms initial development, D. acuminata cells were photosynthetically active and divided vegetatively while vertically migrating. As photosynthesis and growth slowed, vertical migration ceased and cells formed a stable thin layer that promoted conditions for local acidification and nitrogen remineralization. Surface avoidance by the thin layer drove selective retention of cells within the relatively deep kettle hole. Together, these findings illustrate linkage of metabolic state and swimming behavior in D. acuminata and show how swimming behavior can drive development of toxic blooms within inshore systems. They also illustrate how D. acuminata and other eurytolerant bloom-forming species can exploit and shape physicochemical gradients associated with coastal eutrophication.

ecology↗

bioRxiv2026

Evolutionary history and microbial cross-feeding shape lifestyle-stratified dominance of Bifidobacterium longum subspecies in infants

Bifidobacterium longum (Bl.) is a key early-life gut symbiont, yet its evolutionary origin and mechanisms underlying the global biogeographic distribution of its subspecies remain poorly resolved. Here, we compiled a global genomic atlas of >7,000 MAGs/genomes from infants, domesticated animals, non-human primates, and ancient humans. High-resolution phylogenomic and functional analyses expanded infant-associated subspecies to five. Compared with non-human primates, B. longum was more prevalent in domesticated animals and ancient humans dating from 150 to 1,500 years ago. Moreover, human- and livestock-derived lineages from the same geographic regions clustered together, suggesting potential host-associated transmission. Ecologically, Bl. infantis and Bl. longum predominated in non-Western and Western infants, respectively, independent of breastfeeding, delivery mode, or antibiotic exposure. Instead, their distribution was associated with co-occurring microbes and HMO-driven cross-feeding interactions. These findings explain subspecies differentiation in the gut microbiota of Western and non-Western infants and provide a framework for community-mediated interventions in early life.

microbiology↗

bioRxiv2026

Bone Mechanosensing Dictates Hematopoietic Stem Cell Fate and Immune Homeostasis

The vertebrate water-to-land transition was accompanied by a six-fold increase in gravitational force, followed by the migration of hematopoietic stem cells (HSCs) from kidney or liver to the bone marrow, and the acquisition of enhanced immune functions to cope with novel environmental pressures. Bone senses mechanical loading and provides a microenvironment for HSC development, yet whether bone mechanosensation affects immune cell development and immune homeostasis remains unclear. Here, we unveil bone as a mechanosensory organ that translates mechanical force into hematopoietic instructions. Mechanical loading of bone directs HSCs toward lymphoid lineages in mice and non-human primates, whereas unloading favors myeloid commitment. This process requires osteocyte mechanosensor Piezo1, which induces loading-responsive bone-derived factors such as IL1R2, SERPINC1 and INMT, thereby restraining inflammatory signaling and guiding HSC differentiation. Osteocyte Piezo1 deficiency recapitulates the hematopoietic and immune alterations observed during unloading. Functionally, this pathway enhances acute infection resistance and suppresses immunosenescence in mice and in aged long-tailed macaques. Notably, skeletal mechanoregulation of immune homeostasis is conserved across vertebrate species. Our research defines the mechano-bone-immune axis (mechano-osteoimmunology), offering a novel evolutionary perspective on the interconnected development of the skeletal and immune systems and presenting a promising non-pharmacological target to address immune dysfunction.

immunology↗

bioRxiv2026

POGZ safeguards neuronal gene chromatin architecture and transcription

Disruption of chromatin organization is a common pathogenic mechanism in neurodevelopmental disorders, yet how changes in 3D genome architecture relate to transcriptional dysfunction in the developing brain remains unclear. POGZ, a transposase-derived chromatin regulator mutated in White-Sutton syndrome and autism spectrum disorder (ASD) has been linked to both heterochromatin and accessible regulatory DNA, but its in vivo function in the brain is unresolved. Using immunoprecipitation-mass spectrometry in embryonic day 13.5 (E13.5) mouse cortex, we identify the H3K9 methyltransferases G9a/GLP as principal POGZ interactors, placing POGZ within the core H3K9 methylation machinery in vivo. We find that POGZ loss in embryonic mouse cortex drives bidirectional, megabase-scale redistribution of H3K9me3, with ectopic losses and gains over discrete neuronal gene loci. In developing Pogz-/-cortex, regions with H3K9me3 gains are repositioned to the nuclear lamina and exhibit strengthened B-compartment scores by Micro-C, locus-restricted erosion of TAD architecture, weakened boundary insulation, and reduced CTCF occupancy. Within these domains, nascent RNA synthesis at neuronal genes is markedly diminished. These results identify POGZ as a G9a/GLP-associated chromatin regulator that protects neurodevelopmental gene domains from heterochromatinization and perinuclear sequestering, preserving 3D architecture and transcription during cortical development. Major PointsO_LIPOGZ interacts with the G9a/GLP H3K9 methyltransferase complex in the developing mouse cortex, identified by IP-mass spectrometry. C_LIO_LILoss of POGZ drives megabase-scale redistribution of H3K9me3 and increases compartmentalization and nuclear-lamina association of neurodevelopmental gene loci, shown by ChIP-seq, Micro-C, and DNA FISH. C_LIO_LIMicro-C reveals disrupted TAD architecture at specific neuronal gene loci in Pogz-/-.PRO-seq shows POGZ is required to maintain nascent RNA synthesis of neurodevelopmental genes within disrupted chromatin domains. C_LI

neuroscience↗

bioRxiv2026

The Two-Component System CrdRS Mediates Sub-inhibitory Antibiotic-Induced Biofilm Formation in Helicobacter pylori via Bidirectional Regulation of Transporters PlpA and GlnP

Biofilm formation by Helicobacter pylori is a major driver of antibiotic tolerance and treatment failure, yet the signaling pathways that trigger biofilm development under sub-inhibitory antibiotic pressure remain poorly understood. Here, we show that sub-MIC levels of metronidazole, amoxicillin, and ciprofloxacin potently induce dense H. pylori biofilms. Through transcriptomic and genetic analyses, we identify the two-component system CrdRS as a central signaling hub that orchestrates this response via the bidirectional regulation of two ATP-binding cassette (ABC) transporters. Phosphorylated CrdR binds to AC-rich promoter motifs to directly activate plpA, which encodes a substrate-binding protein that drives exopolysaccharide secretion and matrix assembly. Concomitantly, CrdR represses glnP, which encodes an inner-membrane permease, thereby relieving transcriptional inhibition of the L-asparaginase gene ansB. This derepression triggers aberrant reactive oxygen species (ROS) accumulation, which promotes oxidative stress-dependent biofilm maturation. Through phenotypic analysis of crdRS deletion mutants, phosphorylation-defective point mutants (CrdRD53A and CrdSH173A), and exogenous hydrogen peroxide (H2O2) induction, we demonstrate that CrdRS specifically responds to antibiotic-induced stress signals in a manner genetically separable from ROS sensing. Collectively, our findings establish a dual-mechanism model in which CrdRS orchestrates antibiotic-induced biofilm formation by simultaneously controlling matrix production and intracellular ROS generation. Notably, glnP expression was significantly lower in clinical multidrug-resistant isolates than in drug-sensitive ones, whereas plpA showed the opposite trend. These findings provide a mechanistic foundation for developing CrdRS-targeted strategies to combat biofilm-associated H. pylori infections.

microbiology↗

bioRxiv2026

Maintenance of viral diversity through influenza transmission bottlenecks: a within-host branching-process model

Viral populations can experience a dramatic reduction in population size and genetic diversity during transmission between donor and recipient hosts. Transmission bottlenecks can therefore decrease the evolutionary potential of viral populations, slowing adaptation by increasing the strength of genetic drift and decreasing the strength of selection. Recent barcoded influenza experiments in guinea pigs showed that recipient animals receive a diverse viral inoculum but lose most of that diversity within one to two days. The resulting bottleneck therefore arises not at physical transfer but during early viral growth in the recipient. We develop a branching-process framework to quantify how much of this loss follows from stochasticity in early growth alone. Each transmitted lineage is treated as an independent stochastic process governed by measurable viral parameters. We recover these parameters from viral growth rates estimated from observed viral load. A residual filter for each animal then captures any additional loss imposed by the recipient host. Applied to twenty-four recipient animals, the model reveals two distinct groups. For roughly half of the animals, the stochastic extinction during early growth already accounts for the observed loss. For the remaining animals, the additional host filter is severe. Only about one in a hundred free virions pass through. This decomposition offers a quantitative entry point for future work on immune contributions to transmission bottlenecks.

evolutionary biology↗

bioRxiv2026

A genetic toolkit to reduce wheat immunogenicity and incidence of celiac disease

Celiac disease (CeD) is an immune-mediated condition triggered by wheat gluten in genetically predisposed individuals. The immune reaction in people with CeD is driven by particular gluten amino acid sequences, or immunogenic epitopes. Some of these epitopes elicit strong immune responses in the majority of CeD patients and are designated as immunodominant epitopes. Previous research has shown correlations between the amount of immunogenic wheat epitopes consumed and the onset of CeD, suggesting that reducing wheat immunogenic epitopes may reduce CeD incidence at the population level. Gluten consists of gliadins and glutenins, with gliadins having the majority of the immunodominant epitopes and glutenins playing a major role in dough strength and breadmaking quality (BMQ). This study used radiation-induced deletions, chemical mutagenesis, and natural variation in wheat (Triticum aestivum) to generate genetic stocks with reduced immunogenic epitope content. Most lines were developed in the wheat cultivar Summit, for which we produced a full genome assembly and annotation. We used exome capture to characterize these deletions and identify prolamins located within and outside the deletions. We combined different deletions and developed molecular markers to facilitate their deployment. For chromosome arms 1BS and 1DS, we generated two alternative lines: one lacking immunogenic epitopes for the development of CeD-safe genetic stocks for research purposes, and another retaining selected glutenins for breeding commercial lines with reduced immunogenicity and adequate BMQ. By making these non-transgenic genetic stocks publicly available, we aim to accelerate the development of wheat varieties with reduced immunogenicity and, eventually, a fully CeD-safe wheat.

plant biology↗

bioRxiv2026

Multivariate Random Forests for Cross-Modal Multi-Omics Integration

Multi-omics studies are widely used across many areas of biomedical research. In many diseases, some signals are shared across data types, while others are strongest in a single omics layer. Current multi-omics clustering methods often either merge all data types into a single representation, which can blur biology that is strong in one layer, or rely on linear structure that may miss more complex relationships across data types. We introduce O_SCPLOWMULTIC_SCPLOWRF, a random-forest-based method that handles complex data types and separates shared and modality-specific structure for multi-omics data. O_SCPLOWMULTIC_SCPLOWRF learns sample similarities across omics layers from multivariate random forests, combines them across data types, and uses the resulting weights to estimate the part of each omics layer that is predictable from the others. The remaining residual is treated as modality-specific signal, allowing shared and modality-specific similarities to be clustered separately. In simulations, O_SCPLOWMULTIC_SCPLOWRF recovered shared clusters as well as or better than established integrative methods while more reliably separating modality-specific signal under nonlinear data structures. In TCGA head and neck squamous cell carcinoma, the shared component aligned with the main subtype structure across established reference classifications, while gene- and miRNA-specific components revealed additional immune and developmental biology. In the ADNI cohort with matched blood DNA methylation and structural MRI, the shared cross-modal aging signal was associated with future conversion to mild cognitive impairment or Alzheimers disease, and a DNAm-specific residual signal showed exploratory additional information. These results show that O_SCPLOWMULTIC_SCPLOWRF can recover a common disease axis while retaining biologically meaningful signals specific to one data type. O_SCPLOWMULTIC_SCPLOWRF is available as an open-source R package at https://github.com/novawz/multiRF.

bioinformatics↗

bioRxiv2026

Systemic viral vector vaccination induces brain resident memory T cells to drive anti-glioblastoma immunity

Glioblastoma is a lethal brain tumor that is unresponsive to current cancer immunotherapeutic approaches, including immune checkpoint blockade (ICB). This suggests that initial priming of T cells, rather than their expansion and licensing as effectors, is a restricting feature in this tumor setting. To overcome the limited initiation of CD8+ T cell responses, we employed a strong heterologous prime-boost vaccination with the simian adenovirus ChAdOx1 and poxvirus modified vaccinia Ankara (MVA). Vaccination conferred therapeutic efficacy against orthotopic, immune checkpoint-blockade (ICB)-refractory SB28 murine glioblastoma. Vaccination was effective against both the murine tumor antigen, P1A, and a newly identified glioblastoma-associated antigen, Gpr149. Additional treatment with ICB provided no additional benefit. Systemic ChAdOx1/MVA vaccination induced robust infiltration of antigen-specific T cells in tumor-challenged brains, the majority of which exhibited a CD103+CD69+CD8+ tissue-resident memory (TRM)-like phenotype. These cells were polyfunctional, durable in brains with sustained tumor control, and mediated tissue-specific immunological memory. Moreover, intracranial adoptive transfer of glioblastoma-derived antigen-specific TRM-like cells was sufficient to protect naive recipients from subsequent orthotopic tumor challenge. Together, these findings establish that viral vector vaccination can generate tumor-specific TRM-like cells that mediate effective anti-glioblastoma immunity, providing a rationale for clinical evaluation of ChAdOx1/MVA-based strategies in glioblastoma.

immunology↗

bioRxiv2026

Killer-cell dominance dichotomy governs tumor immune networks and stratifies inflamed cancers

Cancer immunotherapy benefits remain limited, even among "hot" tumors with high killer lymphocyte infiltration. Here, we investigated the population-level architecture of killer cells based on nearly 5,000 pan-cancer scRNA-seq samples, together with orthogonal validation by spectral cytometry and spatial transcriptomics. Unlike the prevailing "hot-cold" paradigm, which assumes coordinated infiltration of multiple cytotoxic lineages, we uncovered a conserved framework wherein terminal cytotoxic immunity in individuals or malignancies diverges into states dominated by either exhausted CD8+ T cells (Tex) or CD56dimCD16hi NK (NK1) cells. Despite the complexity of the tumor microenvironment, Tex-NK1 divergence governs the primary axis of tumor-intrinsic and tumor-extrinsic variance. Distinct from the conventional view that NK cells positively contribute to immunotherapy efficacy, NK1-skewed tumors, although highly cytolytic, are refractory to current immune checkpoint blockade regimens. This killer divergence defines a foundational axis of cancer immunity and provides a resource for prioritizing next-generation targets for NK-directed immunotherapy.

immunology↗

bioRxiv2026

Sequence-to-function modeling uncovers the context-specific grammar of Drosophila chromatin insulation

Chromatin is organized into self-interacting topologically associating domains partitioned by boundary elements that insulate adjacent domains and restrict regulatory interactions. Yet, how sequence context and combinations of factors dictate boundary strength remains incompletely understood. Here we present Domino, a deep learning framework that maps genomic sequences to quantitative insulation scores defined directly from single-nucleosome resolution Drosophila melanogaster Micro-C data. Unlike traditional transcription factor motif scanning, Domino captures broad sequence context to resolve the functional contributions of individual sequence elements. We validate model predictions through experimental perturbations of insulator sequences. Model interpretation yields insulation-associated motifs genome-wide. Across 7,311 embryonic boundaries, Domino reveals a comprehensive insulation grammar defined by just 24 primary motifs that account for 59% of the boundaries, with an average of only two motifs per motif-containing boundary. Beyond known factors, we identify the zinc-finger proteins Trem, CG4854 and CG17385 as previously unreported insulation factors. We uncover distance- and orientation-dependent motif synergy, including a strict orientation preference of the prominent architectural factor M1BP. Finally, Domino traces tissue-specific shifts in the insulator landscape from the embryo to larval and adult brains, nominating new brain-specific insulation motifs. In sum, Domino provides a generalizable framework for decoding the regulatory logic of 3D genome architecture.

genomics↗

bioRxiv2026

A Master-Key DNA System Enabling Programmable Cross-Talks in Biomimetic Networks via An Artificial Chaperone

Biological systems operate through complex molecular networks programmed by genetic information; however, constructing artificial systems with multilayered control remains a significant challenge. Here, we report a simple and integrated master-key system governed by lock DNA and master key DNA, reversibly switching diverse downstream processes ON/OFF and achieving dynamic cross-talks among distinct molecular components. The system utilizes cationic copolymer chaperones as control nodes, based on poly(L-lysine) or poly(allylamine) grafted with hydrophilic side chains, with a peptide nucleic acid (PNA) plug-in that grants sequence-specificity. We demonstrated two proof-of-concept systems: a nucleic acid-based catalytic network responsive to microRNA let-7b and a peptide-mediated transformation of lipid bilayers from two-dimensional sheets to three-dimensional vesicles. Both systems exhibited precise, modular, and programmable control with high robustness, mimicking the governing role of nucleic acids in biological systems. This strategy provides a versatile design framework for constructing biomimetic molecular networks and studying biological systems.

bioengineering↗

bioRxiv2026

Structural Basis of Nidovirus Replication Organelle Evolution Revealed by the Arterivirus DMV Pore Complex

Positive-strand RNA viruses of the order Nidovirales - which include coronaviruses and arteriviruses - remodel host membranes into double-membrane vesicles (DMVs) as replication organelle to shield viral RNA synthesis from immune sensors. In coronaviruses, newly synthesized RNA is exported to the cytoplasm through a massive DMV pore complex formed by viral non-structural proteins (nsps). However, it remains unknown whether this elaborate architecture is unique to large-genome coronaviruses or a universal hallmark of the order. Here, we integrate in situ cryo-electron tomography and single-particle cryo-electron microscopy to resolve the atomic structure of DMV pore complex within its native membrane environment, from Equine Arteritis Virus (EAV), a prototype arterivirus with small genome. Despite lacking obvious sequence homology, the minimal EAV pore shares conserved architectural principles with its elaborate coronavirus counterpart. EAV pore complex is formed by a 12:12 stoichiometry of nsp2 and nsp3 protomers organized into four stacked concentric rings on double-membrane, yet generating pronounced structure symmetry mismatch. Functionally, the complex displays a distinct pore profile while preserving a positively charged central channel, essential for viral replication and transport. These findings demonstrate that, despite diversity in genome size and virion morphology, nidovirus replication organelles exhibit striking evolutionary conservation at the atomic structural level. Collectively, we propose that the order Nidovirales can be unified at the ultrastructural level by this conserved signature pore complex on the DMV-based replication organelle.

microbiology↗

bioRxiv2026

An EpCAM-Targeted Mirror-Image DNA Nanostructure for Precise Drug Delivery in Triple-Negative Breast Cancer

Triple-negative breast cancer (TNBC) remains a major therapeutic challenge due to the lack of effective molecular targets and the dose-limiting off-target toxicity of conventional chemotherapy. Here, we design and construct a mirror-image DNA (L-DNA) nanostructure functionalized with an epithelial cell adhesion molecule (EpCAM)-specific aptamer for targeted delivery of doxorubicin (DOX) to TNBC cells. The L-DNA nanostructure retains thermodynamic properties comparable to natural D-DNA while exhibiting substantially enhanced resistance to nuclease and serum-mediated degradation due to its mirror-image chirality. Thermal melting and serum stability assays confirmed superior structural stability of the L-DNA nanostructure compared to D-DNA counterparts. In vitro cytotoxicity studies demonstrated that the EpCAM-targeted L-DNA nanostructure has the potential to selectively inhibit the growth of EpCAM-positive TNBC cells while reducing cytotoxicity in normal cells. These findings demonstrate that combining aptamer targeting with mirror-image DNA nanotechnology provides a stable and selective nanoplatform for chemotherapeutic delivery, which can potentially improve the precision and therapeutic efficacy of treatment for aggressive breast cancers.

biochemistry↗

bioRxiv2026

A multimodal foundation model linking histopathology and DNA methylation

Hematoxylin and eosin (H&E) slides are routinely available in cancer care, but molecular profiling often requires additional tissue processing and turnaround time. We introduce HistoMethyl, a DNA methylation-aware pathology foundation model that aligns whole-slide histopathology with matched genome-scale methylation beta-value profiles during pre-training while requiring only an H&E slide at inference. We evaluated HistoMethyl across four task groups: gene mutation prediction, morphology-associated classification, overall survival prediction, and direct DNA methylation beta-value recovery. Evaluation spanned TCGA cross-validation, a disease-held-out lower-grade glioma cohort, and external cohort validation in CPTAC glioblastoma and SurGen rectal adenocarcinoma, totaling 14 cancer cohorts and 81 gene mutation tasks. The best-performing configuration improved mean mutation AUROC by 5.03 percentage points. By converting DNA methylation supervision into an H&E-only representation, His-toMethyl could support an early molecular triage layer that helps prioritize cases for confirmatory sequencing, methylation profiling, immunohistochemistry, and molecular tumor board review. These image-only predictions are intended to accelerate downstream molecular testing and tissue allocation while leaving final diagnosis and treatment selection anchored in validated molecular assays.

Cancer Biology↗