Biology subjects

Zheng, S.

Publications and source records attributed to Zheng, S..

At least 19 recordsLinked to original sources

bioRxiv2026

Evolution-Guided Engineering of Non-conserved N-Glycosylation Sites Improves Heterologous Production of Sulfotransferases

Escherichia coli features low cost, mature fermentation technology and high recombinant protein output, but the expression of glycosylation-dependent eukaryotic proteins therein is severely limited. Many glycosylated proteins are key tool enzymes for the biosynthesis of various pharmaceutical molecules, such as glycosaminoglycan-related synthases, but there is a lack of universal protein engineering methods to enable the adaptive evolution of these enzymes in E. coli. We established an evolution-guided optimization strategy that targets non-conserved N-glycosylation sites (EGO-NGly). The core of this strategy lies in the phylogeny-guided selective reversion of evolutionarily acquired N-glycosylation sequons to naturally occurring non-glycosylated residues from early-divergent orthologs, thereby improving heterologous production and residual activity stability for selected sulfotransferases in E. coli. Using heparin 3-O-sulfotransferase 1 (3OST-1) as a model enzyme apparatus in eukaryotic organisms, EGO-NGly extended the residual activity half-life by 4.5-fold. Structural analysis and molecular dynamics simulations indicate that greater surface rigidity and remodeling of intramolecular interaction networks contribute to the improved conformational stability of M7 in an aglycosylated host. EGO-NGly was further applied to a panel of 3OST and 6OST homologs, demonstrating its applicability to a subset of the tested enzymes. Furthermore, EGO-NGly can be orthogonally integrated with other complementary protein engineering strategies, as exemplified by its combination with the machine learning-aided Protein Repair One-Stop Service, generating variants with 8-fold and 17-fold extensions in residual activity half-life. Collectively, these results establish EGO-NGly as a practical and potentially cost-effective engineering strategy for improving the prokaryotic expression and functional performance of selected glycosylation-dependent eukaryotic sulfotransferases.

biochemistry↗

bioRxiv2026

p53 activity links chromosomal instability to pro-migratory extracellular vesicles

Chromosomal instability (CIN) promotes tumor evolution and metastasis while imposing cellular stress that can limit cell proliferation via activation of p53 and its downstream effector p21. However, how cells recover from this p53-mediated proliferation block while adopting a more malignant fate remains poorly understood. Here, using a p21-RFP reporter in p53-proficient NIH/3T3 cells, we show that acute CIN gives rise to two phenotypically distinct p21 cell populations with divergent recovery trajectories. p21-RFPLOW cells re-enter the cell cycle following a short cell-cycle arrest, while p21-RFPHIGH cells display a more persistent arrest that coincides with a senescence-like state. Longitudinal transcriptomic and extracellular vesicle (EV) proteomic analyses reveal that extracellular-matrix (ECM)- and adhesion-associated programs are initially suppressed following CIN but specifically reactivated in p21-RFPHIGH cells. The content of late-stage p21-RFPHIGH-derived EVs is enriched for ECM-, adhesion-, and cytoskeleton-associated proteins compared with that of p21-RFPLOW-derived EVs. Consequently, EVs derived from p21-RFPHIGH cells confer increased migration. Together, these findings reveal that CIN can yield distinct p21-expressing cell populations that display different cell-cycle recovery trajectories, EV makeup, and migration-associated paracrine activity.

cancer biology↗

bioRxiv2026

Multiomics Reveals IGF-1 c.258A > G Reduces Triacylglycerol Containing Medium-Chain Fatty Acid in Milk

Fatty acid composition of milk triacylglycerol (TAG) is important for neonatal growth. We previously identified a synonymous mutation widely distributed in human populations, IGF-1 c.258A > G, which decreased milk TAG content in gene-edited mice. So far, the acyl chain composition of affected TAGs, underlying molecular mechanism, and cross-species conservation remain unclear. Here, integrated transcriptomic and metabolomic analyses of mouse mammary glands revealed that this mutation downregulates IGF-1 expression and elevates lipoprotein lipase (LPL) activity, and potential associations between IGF-1 and peroxisome proliferator-activated receptor {gamma} (PPARG), fatty acid synthase (FASN) and lipin 1 (LPIN1). Association analysis in 295 Bama pigs carrying this gene polymorphism showed reduced milk lipid content in sows; further, correspondingly lower litter weight was significantly associated with the genotype. Integrated metabolomic profiling of mouse mammary glands and porcine milk demonstrated insufficient production of lauric and myristic acids. Accordingly, supplementing these two fatty acids restored TAG content. Mechanistically, IGF-1 promotes triacylglycerol-containing medium-chain fatty acid (MCFA-TAG) synthesis by activating the PPARG-FASN/LPIN1 axis, whereas increased LPL activity indirectly suppresses this axis through long-chain fatty acid accumulation. Together, our results reveal the molecular mechanism whereby this mutation affects milk lipid synthesis, providing insights into the regulation of MCFA-TAG synthesis.

molecular biology↗

bioRxiv2026

An in vitro System for Studying Osteochondrogenic Differentiation of Smooth Muscle Cells and Modeling Intimal Vascular Calcification

Objective: Smooth muscle cells (SMCs) undergo phenotypic transitions during atherosclerosis, including towards a chondromyocyte (CMC) state associated with intimal calcification. Although standard in vitro calcification assays robustly reproduce mineral deposition, it remains unclear how well they recapitulate these disease-associated SMC states. We sought to define the CMC transcriptional phenotype in atherosclerosis and develop an in vitro system that faithfully reproduces it. Approach and Results: We firstly identified a CMC transcriptional signature in murine and human atherosclerotic plaque through single-cell RNA-sequencing, and spatial transcriptomics. CMCs showed a conserved osteochondrogenic program which localized within plaques and adjacent to calcified regions. We then developed an osteochondrogenic differentiation (OCD) assay by combining well-established calcification components with a high-density SMC micromass culture and TGF-{beta}1 supplementation and benchmarked it against a standard calcification (SC) assay using calcium quantification and bulk RNA-sequencing. Despite comparable calcification, OCD and SC resulted in distinct transcriptional states, with OCD showing preferential upregulation of osteochondrogenic programs, and a higher CMC signature score. Additionally, OCD upregulated genes with a stronger enrichment near coronary artery disease (CAD)-associated loci. These responses were reproducible across several primary human SMC lines. Timecourse analysis also showed that chondrogenic programs preceded calcification and showed directional concordance with the inferred in vivo SMC-to-CMC trajectory. To interrogate regulatory pathways controlling this process, we overexpressed the chondrogenic regulator SOX9, which enhanced cartilage and extracellular matrix programs while repressing inflammatory pathways. Finally, we examined 552 CAD-associated genes nominated across five genome-wide association studies. Of these, 240 were differentially expressed by day 12, and included established SMC regulators as well as a number of candidates not previously characterized in osteochondrogenic SMC transition. Conclusions: The OCD assay results in a strong calcification phenotype together with a disease-associated CMC-like transcriptional state, providing a reliable in vitro model for mechanistic investigation of SMC phenotypic transition and prioritization of candidate regulators.

cell biology↗

bioRxiv2026

The HES1-SOD1 Antagonism Shapes Senescence Heterogeneity and Impacts Metastatic Relapse of Circulating Tumor Cells

Circulating tumor cells (CTCs) encounter multiple challenges within the blood microenvironment, including oxidative stress, flow shear forces, and immune surveillance, often leading to anoikis. Recently, a transitional state of CTC senescence has been identified, contributing to metastatic inefficiency. However, the molecular mechanisms linking senescent CTCs to disease relapse remain to be defined. By integrating a genetic model of cortactin knockdown-induced CTC senescence with single-cell multi-omic analyses, we revealed two distinct senescent CTC subpopulations marked by HES1 expression levels. These HES1low and HES1high subpopulations exhibited differential evolutionary trajectory dynamics and unique molecular and metabolic signatures, which were significantly correlated with adverse clinical outcome across several patient cohorts. HES1low senescent CTCs displayed enhanced mitochondrial fitness, oxidative phosphorylation, and ROS-detoxifying capabilities, resulting in more efficient tumor regrowth with a pro-inflammatory and thrombotic phenotype when compared to the HES1high group. Mechanistically, HES1 directly bound to the Sod1 promoter and repressed its expression, leading to redox imbalance and mitochondrial dysfunction that were linked to weakened tumor regrowth capacity. Both senescent CTC subpopulations were broadly resistant to cytotoxic and targeted therapies, yet they showed elevated dependency on anti-apoptosis programs that make them susceptible to dual blockade by SOD1 inhibitor and the anti-senolytic drug ABT737 in vivo. Finally, in a prospective cohort of on-treatment melanoma patients, HES1 senescent CTCs were highly enriched in patients with progressive disease. Thus, the HES1-SOD1 antagonism shapes CTC senescence heterogeneity and contributes to differential tumor relapse, which can be therapeutically explored for eliminating residual metastatic disease.

cancer biology↗

bioRxiv2026

Virtual-cell verification enables self-auditing AI discovery for immune rejuvenation

Artificial-intelligence agents propose drug-discovery hypotheses faster than experiments can test them, yet their conclusions are rarely verified, against the underlying biology, the predicted perturbation, or the agent's own scoring logic. We close this verification gap with an agentic framework built on three verifiers. First, PACE, a phenotype verifier, resolves immune aging into ten directionally scored, cell-type-resolved gene-set modules, selected for cross-cohort stability across four PBMC cohorts, and outperforms five established aging clocks in an independent in-house aging cohort of 434 elderly donors. Second, CellQ, a virtual-cell verifier built with multi-modal LLM, compresses each single-cell transcriptome into eight discrete tokens aligned to a language model's vocabulary through residual vector quantization; it attains state-of-the-art perturbation prediction and uniquely resolves the weak, module-level shifts that differential-expression recovery misses. Third, an Analyzer-Planner-Auditor agent verifies its own scoring logic: screening 110 compounds in primary human PBMCs, it found aged-down modules more reversible than aged-up modules and revised its objective from an equal-weight mean to a balance-constrained minimum, a self-correction that generalized to an independent 13-compound T-cell assay. By verifying its predictions and its own objective against experiment, the framework points beyond hypothesis-generating AI toward self-correcting AI scientists whose objectives could continuously evolve.

bioinformatics↗

bioRxiv2026

Human CEBPA-N AML exhibits enhanced engraftment and a C/EBPα-p30-driven leukemic stem cell program

Leukemic stem cells (LSCs) play a central role in disease progression, therapeutic resistance, and relapse in acute myeloid leukemia (AML). However, the identification and characterization of LSCs remain challenging because of their low abundance and their close phenotypic resemblance to normal hematopoietic stem and progenitor cells. Although patient-derived xenograft (PDX) models have provided important insights into AML biology and LSC heterogeneity, the relative engraftment potential of distinct CEBPA mutation subtypes and the immunophenotypic identity of LSCs in CEBPA N-terminal mutant AML (CEBPA-N-AML) remain poorly defined. To address these questions, we compared the engraftment characteristics of primary human CEBPA-mutated AML samples representing the major mutational subtypes using the highly permissive NSGS xenograft model. Primary CEBPA-N-AML samples exhibited markedly greater engraftment efficiency and leukemogenic potential than other CEBPA-mutated AML subtypes. Furthermore, we identified a CD366CD73CD123CD117CD371CD247 cell population that is highly enriched for functional LSCs in CEBPA-N-AML, demonstrating enhanced clonogenic activity, leukemia-initiating capacity, and long-term self-renewal. Collectively, our findings demonstrate that the leukemogenic potential of CEBPA-mutated AML is strongly influenced by mutation subtype, with CEBPA-N-AML exhibiting superior leukemia-propagating capacity in vivo. We further define a novel immunophenotypic LSC signature specific to CEBPA-N-AML, providing new insights into LSC heterogeneity in CEBPA-mutated AML and establishing a foundation for the development of LSC-directed therapeutic strategies.

cancer biology↗

bioRxiv2026

TENT5A anchors STING at the endoplasmic reticulum to block SEC24B-dependent trafficking and suppress cGAS-STING signaling

The cGAS-STING pathway is a central sensor of cytosolic DNA that drives type I interferon responses during infection and tumor surveillance. Activation of STING requires coordinated trafficking from the endoplasmic reticulum (ER) to the Golgi, yet how this spatial transition is regulated by ER-resident factors remains incompletely understood. Here we identify TENT5A as an ER-localized negative regulator of STING signaling. Genetic depletion of TENT5A markedly enhances cGAS-STING-dependent type I interferon production in response to cytosolic DNA and DNA virus infection. Conversely, TENT5A overexpression suppresses downstream signaling and antiviral gene expression. Mechanistically, TENT5A directly interacts with the C-terminal tail of STING and competes with the COPII adaptor SEC24B, thereby preventing STING incorporation into COPII vesicles and blocking its ER-to-Golgi trafficking. This ER retention inhibits STING oligomerization, TBK1 recruitment and IRF3 activation, ultimately attenuating type I interferon responses. In vivo, myeloid-specific deletion of TENT5A enhances systemic interferon responses, restricts herpesvirus replication, and improves host survival. Moreover, TENT5A deficiency promotes CD8 T cell effector activation within the tumor microenvironment and suppresses tumor growth in a melanoma model. Together, our findings define TENT5A as an ER checkpoint that spatially controls STING trafficking through competition with COPII machinery, revealing vesicular sorting as a regulatory layer of innate immune activation.

immunology↗

bioRxiv2026

IL-21-producing peripheral helper T cells associate with autoimmune bile duct injury in biliary atresia

BackgroundBiliary atresia (BA) is a severe neonatal liver disease characterized by progressive fibrosis and bile duct obliteration. ObjectiveAlthough immune dysregulation is implicated in the pathogenesis of BA, the specific mechanisms driving bile duct injury remain incompletely understood. This study aimed to characterize tertiary lymphoid structures (TLSs) within extrahepatic biliary remnants (EBRs), identify their cellular mediators, and evaluate the therapeutic potential of targeting IL-21 receptor signaling. DesignWe performed integrated bulk RNA sequencing, single-cell RNA sequencing, spatial transcriptomics, multiplex immunohistochemistry, and flow cytometry on clinical samples from BA patients and non-BA cholestatic controls. TLS maturation was assessed by CD23 immunohistochemistry in EBRs from 148 BA patients and correlated with clinical parameters. Anti-IL-21R antibody treatment was evaluated in a rhesus rotavirus-induced BA mouse model, with treatment initiated on day 4 post-infection. ResultsTLSs were identified in BA EBRs with significantly higher prevalence than in matched liver tissues. Mature TLSs containing CD23 germinal centers were associated with elevated serum matrix metalloproteinase-7, more advanced hepatic fibrosis, and localized autoantibody deposition on injured bile ducts. Single-cell profiling revealed expanded CD4+ T peripheral helper (Tph) cells expressing IL-21 and CXCL13 within TLS-containing EBRs. Tph cells were enriched in peripheral blood of BA patients compared to non-BA cholestatic controls (P = 0.0025), and serum IL-21 was significantly elevated (P < 0.0001). Post-infection IL-21R blockade in the mouse model reduced jaundice incidence, improved weight gain, prevented extrahepatic biliary obstruction, and significantly improved long-term survival. ConclusionTLSs in BA extrahepatic biliary remnants harbor expanded Tph cells associated with IL-21-mediated B cell activation and bile duct injury. IL-21R blockade ameliorated disease in a murine BA model, identifying the IL-21/IL-21R axis as a potential therapeutic target warranting further investigation. Key MessagesO_ST_ABSWhat is already known on this topicC_ST_ABSImmune dysregulation contributes to biliary atresia (BA), with documented lymphocyte infiltration and defective B cell tolerance. However, the cellular mechanisms linking local immune activation to bile duct injury are unclear, and the roles of organized lymphoid structures and specific CD4 T cell subsets in orchestrating local humoral responses have not been characterized. What this study addsThis study demonstrates that mature tertiary lymphoid structures in extrahepatic biliary remnants are associated with disease severity markers and localized bile duct injury in BA. We identify T peripheral helper cells as an expanded IL-21-producing CD4 T cell population within these structures, and show that post-infection IL-21 receptor blockade prevents biliary obstruction and improves survival in a murine BA model. How this study might affect research, practice or policyThese findings identify the IL-21/IL-21R signaling axis as a candidate therapeutic target in BA warranting further preclinical and translational investigation. TLS maturation status in biliary remnants and serum autoantibody levels may serve as potential biomarkers of disease severity, meriting prospective evaluation in clinical cohorts.

immunology↗

bioRxiv2026

Environmental complexity reveals memory-guided search as the locus of learning in prey capture

Ethological behavior requires the integration of perception, memory, and decision-making, yet standard laboratory tasks are often too simplified to recruit these processes jointly. Here, mice that were expert hunters in a bare arena were challenged to capture live insect prey among objects that occlude vision and afford opportunities to hide. This revealed an axis of learning absent in an empty arena: mice improved not by refining pursuit but by reorganizing how they searched for concealed prey. An agent-based model showed that short-term memory and learning of object-specific values are sufficient to account for the behavior demonstrated by mice. A compact ethogram of object-directed actions revealed that animals selectively acquired the interactions most likely to expose prey. These results show that environmental complexity recruits memory- and value-guided search strategies. Reproducible with inexpensive materials, the paradigm and its open-source analyses offer a sensitive read-out of cognitive processes largely unobservable in conventional assays.

neuroscience↗

bioRxiv2026

Disruption of a CCR5-like immunoglobulin gene is linked to plague susceptibility in black-footed ferrets

Black-footed ferrets (Mustela nigripes) are among the worlds most endangered mammals and remain highly vulnerable to sylvatic plague caused by Yersinia pestis, yet the genetic basis of this susceptibility has remained unknown. Current conservation strategies rely on vaccination of captive-bred animals and large-scale flea control with insecticides, approaches that are costly, labor-intensive, and difficult to implement across the species natural range. Several closely related mustelid species, including the domestic ferret, are substantially more resistant to plague, providing an opportunity to identify naturally evolved immune mechanisms through comparative immunogenomics. Here we identify a conserved class of immunoglobulin lambda variable genes encoding unusually long antigen-binding loops with CCR5-mimicking sequence features that are widespread among Caniformia species. Because CCR5 has been implicated in host interactions with Yersinia species, we hypothesized that antibodies encoded by these germline genes contribute to plague resistance through receptor-like molecular mimicry. Consistent with this hypothesis, we show that these genes are under strong purifying selection in mustelids, are actively expressed in antibody repertoires, and monoclonal antibodies encoded by them reduced intracellular Y. pestis survival in macrophages. In contrast, all analyzed black-footed ferrets carried a frameshifting deletion resulting in loss of gene expression. These findings identify a naturally disrupted germline antibody gene as a candidate determinant of plague susceptibility in black-footed ferrets, demonstrating that variation in germline immunoglobulin genes can influence susceptibility to a lethal infectious disease. Ultimately, these findings lay the groundwork for genetically informed conservation management and the development of new antibody-based anti-plague strategies. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=200 SRC="FIGDIR/small/734856v2_ufig1.gif" ALT="Figure 1"> View larger version (60K): org.highwire.dtl.DTLVardef@19d8ac1org.highwire.dtl.DTLVardef@a37aorg.highwire.dtl.DTLVardef@1ecd1e0org.highwire.dtl.DTLVardef@c6fd67_HPS_FORMAT_FIGEXP M_FIG C_FIG

immunology↗

bioRxiv2026

Ang2 and TAT targeting of leptomeningeal disease by the intravenous and intrathecal routes: a comparative analysis

Leptomeningeal disease (LD) refers to the metastasis of cells to the leptomeningeal membranes in the central nervous system (CNS), and it is a deadly complication of several different types of cancer, including breast cancer (BC) and pediatric medulloblastoma (MB). Angiopep-2 (Ang2) and transactivating transcriptional activator (TAT) peptides have been reported to transport therapeutic cargos into the CNS. Here, compared the LD-targeting capability of Ang2 vs TAT by intrathecal (intracisternal magna, ICM) vs intravenous (IV) routes of administration. We first generated two xenograft models of LD by directly infusing breast cancer cells (MDA-MB231) or medulloblastoma cells (HDMB03) via the ICM route, characterizing models for survival, tumor growth patterns, and presence of hydrocephalus. Second, we administered fluorescently labeled Ang2 or TAT peptides either IV or ICM into tumor bearing mice to examine ligand localization. We discovered that the median survival of both models was negatively related to the number of the cells infused. While HDMB03 cells tended to metastasize preferentially to the brain region, MDA-MB231 cells tended to metastasize preferentially to the spinal cord. Compared to the healthy control, MB-LD yielded a 7.3-fold increase and BC-LD a 26.5-fold increase in ventricular volume. Furthermore, targeting achieved by TAT was significantly higher than targeting achieved by Ang2 in thoracic spine for the MB-LD model. For BC-LD, TAT targeting was superiot to Ang2 in the olfactory bulbs, brain stem, thoracic spine, and lumbar spine regions. Significantly, these data provide evidence that ICM will be a preferable route of administration over IV for maximally targeting LD.

bioengineering↗

bioRxiv2026

Intrathecal infusion of hypertonic fluid enables CSF Flow Enhancement (CFE) to facilitate nanoparticle delivery to the brain and spinal cord

Intrathecal (IT) drug delivery, i.e., the infusion of substances directly into cerebrospinal fluid (CSF) by lumbar, ventricular, or cisternal access points, is one method that can be used to bypass the blood brain barrier (BBB), however, IT-administered substances also suffer from rapid turnover and poor tissue penetration. Although nanoparticles and colloids can circulate within the subarachnoid space to sustain the levels of encapsulated drug in CSF, their access to deep tissue regions remains incomplete. Here, we present a new method for enhancing CNS delivery of IT-administered nanoparticles. CSF Flow Enhancement (CFE) refers to the manipulation of CSF production, distribution, and clearance for therapeutic purposes. We tested the overarching hypothesis that infusion of hypertonic fluid adjacent to the choroid plexus would enhance fluid production and movement to improve the CNS delivery of IT-administered nanoparticles. Model polystyrene nanoparticles (100nm) were solubilized in aCSF of increasing tonicity (1-9X tonicity) and infused into the cisterna magna, after which tissues were removed to examine delivery to CNS tissues and peripheral organs. Our results demonstrate that an infusion of up to 4X hypertonic aCSF in 10uL is well tolerated and yields significant improvements in CNS localization of co-administered nanoparticles, more than doubling the delivery of nanoparticles to the ventral surfaces of the brain and sometimes dramatic (up to 10-fold) increases in delivery to specific tissue regions and surfaces of the CNS. Significantly, we provide early evidence that modulation of tonicity can define the parenchymal fate of IT administered colloids: while nanoparticles were not detected in the brain parenchyma of mice that received a standard infusion, parenchymal delivery was observed for the 2X condition, and extensive perivascular infiltration of nanoparticles was observed for the 4X condition. Lastly, we show that the delivery improvements achieved by CFE are generalizable across multiple sizes of polystyrene nanoparticle (20, 40, or 100nm). Collectively, this work describes a tonicity-based approach for achieving CFE by the intrathecal route, which we posit is a useful and potentially generalizable approach for improving CNS drug delivery.

bioengineering↗

bioRxiv2026

Biological Aging of the Cardiopulmonary System

Age-related stiffening of large arteries is a predictor of cardiovascular morbidity and mortality, yet how pulmonary vascular stiffening integrates with right ventricular (RV) and lung functional decline--and how best to quantify "biological" cardiopulmonary aging--remains unclear. Here we map cardiopulmonary aging across the adult murine lifespan by integrating RV, proximal pulmonary artery (PA), and lung biomechanics with single-cell transcriptomics. Using ex vivo biaxial testing of the proximal PA, in vivo echocardiography, and lung mechanics, we find that cardiopulmonary aging is phase-dependent: PA circumferential stiffening and reduced distensibility progress largely linearly with age; whereas, RV remodeling and lung mechanical changes exhibit non-linear trajectories. This is consistent with early intrinsic functional decline of cells and organs followed by later, extrinsic load-dependent structural adaptation. To quantify organ-level biological aging, we apply principal component analysis to PA, RV, and lung feature sets to derive physiology-based aging scores that summarize coordinated variance within and across organs. Anchoring differential gene expression in PA single-cell RNA-seq to these continuous biological aging scores rather than chronological age reveals extensive, cell-type-specific remodeling programs (13,636 genes) that are sparse or non-informative when modeled by chronologic age. Biological aging associates across endothelia, smooth muscle cells, fibroblasts, and perivascular macrophages with increased oxidative phosphorylation signatures alongside suppression of adaptive/regulatory pathways, including impaired endothelial mechanotransduction, reduced smooth muscle Wnt signaling, altered extracellular matrix remodeling programs, and erosion of macrophage innate immune and TGF{beta}/NF-{kappa}B signaling nodes. These findings support a model in which pulmonary arterial stiffening is not merely a marker but an active contributor to cardiopulmonary aging via a biomechanical-metabolic-inflammatory uncoupling that diminishes vasoactive and mechano-adaptive reserve and promotes a positive feedback loop. Together, our work establishes physiology-derived biological aging as a powerful framework for interpreting vascular single-cell aging trajectories and identifies mechanistic pathways to target pulmonary vascular stiffening and preserve cardiopulmonary function with age.

physiology↗

bioRxiv2026

Investigation of In Vivo Silk Scaffold Degradation by Decoupling Tissue Ingrowth Using a GPR-Driven Digital Twin Framework

Pelvic organ prolapse (POP) reconstruction is increasingly performed utilizing knitted silk meshes (KSM), yet tracking in vivo degradation kinetics remains challenging due to complex host tissue integration. This study developed an AI-driven semi-empirical framework utilizing Gaussian Process Regression (GPR) to bridge the kinetic mismatch between in vitro and in vivo environments. KSM scaffolds underwent 32 weeks of accelerated in vitro enzymatic degradation, with morphology (SEM), molecular conformation (FTIR), and mass loss being coupled with mechanical decay to train the GPR model. In vitro results revealed a multi-stage physical disintegration via a topochemical erosion pathway that preserved crystalline {beta}-sheet structures despite macro-scale mass and mechanical loss. When validated in a rat abdominal wall defect model, traditional tracking metrics encountered severe bottlenecks. Heterogeneous dye labeling caused premature fluorescence quenching by Week 16, while extensive tissue ingrowth masked gravimetric and SEM signatures. Intriguingly, a bi-phasic in vivo mechanical trajectory was identified, where initial degradation-led failure was followed by a secondary mechanical recovery driven by biomechanical synergy with neo-muscular tissue. Importantly, despite premature quenching, this work presents the first optical imaging approach to visually mapping the complete chronological breakdown of the scaffolds peripheral boundary layer in vivo, proving that outer functionalized layers eroded prior to internal silk cores. Furthermore, our GPR framework elegantly resolved the perennial technical barrier of tissue-mesh overlapping. By mathematically decoupling intrinsic polymer degradation from confounding tissue ingrowth, the model successfully achieved a first-of-its-kind prediction of the bare scaffolds long-term structural fate in a non-adhered state, providing a robust digital twin methodology for lifetime predictions of degradable biomaterials.

bioengineering↗

bioRxiv2026

A Sandwich-Structured Silk Fibroin Mesh with ROS-Responsive and Immunoregulatory Functions for Pelvic Floor Repair

Current biodegradable meshes for pelvic floor repair are constrained by a limited ability to actively modulate the hostile immune microenvironment following implantation. To address these challenges, we developed a functionalized degradable silk fibroin mesh (SFM) integrated with a reactive oxygen species (ROS)-responsive nanocomposite hydrogel. The resulting composite mesh, SFM@Gel-NP, features a "hydrogel-mesh-hydrogel" sandwich structure, wherein the hydrogel layers are loaded with self-assembled nanoparticles (NP-H-CRFP) for the co-delivery of the STING inhibitor H-151 and the ROS-scavenging agent catechin. This design provides immediate mechanical reinforcement while enabling microenvironment-triggered drug release. In vitro, NP-H-CRFP demonstrated efficient cellular uptake, significant ROS clearance, and effective attenuation of macrophage inflammation and apoptosis. In vivo, SFM@Gel-NP remodeled the local immune milieu by inhibiting the ROS/cGAS-STING/NF-{kappa}B axis, thereby promoting a shift from pro-inflammatory M1 toward pro-regenerative M2 macrophage polarization. This immunomodulatory effect, coupled with enhanced and well-organized collagen deposition--particularly of early type III collagen--resulted in improved tissue integration and repair. This work presents a novel strategy that combines structural reinforcement with active immune regulation, offering a promising next-generation solution for durable and functional pelvic floor reconstruction.

bioengineering↗

bioRxiv2026

Dual-view Guided Context-aware Network for Automated Bone Lesion Segmentation and Quantification in Whole-body SPECT

Whole-body SPECT bone scintigraphy reflects skeletal metabolic activity throughout the body and plays an indispensable role in the screening, treatment evaluation, and prognostic assessment of bone metastases in tumors. However, the automatic detection and segmentation of hypermetabolic bone lesions remain challenging due to low contrast, limited spatial resolution, and complex lesion distributions. In this study, we proposed Bone-Segnet, a dual-view guided automatic segmentation network for hypermetabolic bone lesions that integrated multi-scale feature modeling, global context modeling, and view-conditioned modulation. Pixel-level annotated anterior and posterior whole-body bone scintigraphy images were used for model training and prediction. The proposed network enhanced the recognition of low-contrast and small-scale lesions through small-lesion enhancement and multi-scale contextual modeling. A Transformer module was further introduced to strengthen global feature representation, while cross-view collaborative modeling was achieved by incorporating the complementary characteristics of anterior and posterior imaging. Experimental results demonstrated that the proposed method outperformed existing approaches across multiple evaluation metrics, with the Dice score improving from 0.7440 to 0.8750, indicating a substantial improvement in segmentation performance. Further quantitative analysis based on the segmentation results revealed significant differences among disease types in lesion count, pixel burden, and spatial distribution patterns, reflecting the heterogeneity of disease-related skeletal metabolic activity. Overall, the proposed method improved automatic lesion segmentation performance and enabled quantitative analysis of lesion burden and spatial distribution patterns, providing objective data support for the assessment of related diseases. Index Terms--Whole-body SPECT, bone lesion segmentation, dual-view modeling, quantitative analysis.

bioinformatics↗

bioRxiv2026

Double-membrane-spanning RNA export pores are a conserved feature in nidovirus replication organelles

Upon infection, arteriviruses, coronaviruses, and other nidoviruses transform endoplasmic reticulum membranes into viral replication organelles. These include large numbers of double-membrane vesicles (DMVs) whose interior is considered the primary site of viral RNA synthesis. Early studies characterized nidovirus DMVs as sealed compartments, leaving it unclear how newly synthesized viral RNA could be exported to the cytosol. The discovery of DMV-spanning pore complexes in coronavirus-infected cells provided a plausible solution for this topological challenge. However, their structural organization, functional features, and evolutionary conservation across the nidovirus order, have remained unclear. Here, we investigated the macromolecular architecture of DMVs induced by two prototypic arteriviruses using cellular cryo-electron tomography. Despite the substantial evolutionary distance separating arteriviruses and coronaviruses, we observed DMV-spanning pore complexes with striking structural similarities to those previously described in coronaviruses. These pores appear to facilitate both export and encapsidation of viral RNA. In the absence of viral RNA synthesis, ectopic expression of the arterivirus transmembrane nonstructural proteins nsp2 and nsp3 sufficed to induce the formation of pore-containing DMVs. Together, our findings reveal the conservation of key structural features of DMV pores across two distantly related nidovirus families and support a central role for these pores in nidovirus replication.

microbiology↗