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APL Bioengineering

AIP Publishing

Preprints posted in the last 30 days, ranked by how well they match APL Bioengineering's content profile, based on 19 papers previously published here. The average preprint has a 0.01% match score for this journal, so anything above that is already an above-average fit.

1
Sustained Volumetric Compression Induces Cell Jamming and Primes Breast Cancer Cells for Enhanced Post-Compression Migration and Invasion

Ghanbariabdolmaleki, M.; Caron, J.; Dhaliwal, A.; medina, g.; Mak, D.; Prasad, R.; Ziesse, J.; Zhai, S.; Wang, S.

2026-08-10 bioengineering 10.64898/2026.08.08.743678 medRxiv
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During tumor growth and progression, cancer cells are exposed to sustained physical confinement and volumetric compression that can alter cell volume, cytoskeletal organization, mechanotransduction, and invasive behavior. However, whether breast cancer cells retain a compression-induced mechanical memory after release from sustained volumetric compression, and how this memory influences subsequent migration and invasion, remains poorly understood. Here, by controlling cell volume using PEG - mediated volumetric compression, we investigated the compression and post-compression recovery responses of MCF-7 breast cancer cells. Cells were compressed for four days, followed by four days of recovery after PEG removal, and analyzed using daily morphological tracking, single-cell time-lapse imaging, F-actin and YAP staining, wound healing assays, and 3D spheroid invasion assays. We show that sustained volumetric compression shifts MCF-7 cells into a compact, jammed-like, low-motility state characterized by reduced morphodynamic remodeling, suppressed collective migration, and limited spheroid invasion. In contrast, post-compression recovery induces a distinct mechanobiological state marked by increased cell area and perimeter, altered single-cell trajectories, heterogeneous F-actin remodeling, enhanced YAP nuclear localization in enlarged recovered cells, accelerated wound closure, and increased spheroid invasion and cell dissemination. These findings suggest that prior volumetric compression can prime breast cancer cells for enhanced migration and invasion after stress release, supporting post-compression recovery as a form of mechanical memory that may contribute to tumor dissemination.

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VEGFR-2 Phosphorylation at Y1054 or Y1214 is Necessary for Mechanically-Induced Angiogenesis

Johnson, B.; McKinley, T.; Nguyen, T.; Beasley-Duncan, E.; Gridhar, T.; Sewell-Loftin, M. K.

2026-08-26 bioengineering 10.64898/2026.08.21.746225 medRxiv
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Anti-angiogenic cancer therapies attempt to withhold necessary nutrients and oxygen from growing tumors by targeting the major promoters of endothelial cell (EC) angiogenesis: vascular endothelial growth factor (VEGF) and VEGF receptor 2 (VEGFR-2). Unfortunately, these treatments are often insufficient, even when coupled with chemotherapies, and fail to significantly increase survival rates. The tumor microenvironment (TME) is mechanically distinct compared to normal tissue, including increased matrix deformations or strains caused by cancer-associated fibroblasts (CAFs). In this report, we detail the specific and independent roles of two tyrosine residues, Y1054 and Y1214, on mechanical activation of VEGFR-2. Furthermore, we characterize CAF biochemical and mechanical signaling and demonstrate how ECs exhibit decreased vessel growth when co-cultured with CAFs and treated with a contractility inhibitor. Using non-phosphorylatable VEGFR-2 mutants, we reveal Y1054 and Y1214 are each necessary for EC angiogenesis, particularly in response to strain. Overall, this research highlights the need to study how mechanics in the TME promote vessel growth and thus tumor progression, which is important to consider when developing future anti-angiogenic therapies.

3
Dissecting Immune-Epithelial Interactions in Airway Infection at Single-Cell Resolution Using a Compartmentalised Microfluidic Device

Young, L.-M. G.; Tostado, C. P.; Koh Kok, J.-Y.; Amaya Catano, J.; DasGupta, R.; Spann, K. M.; Toh, Y.-C.

2026-08-25 bioengineering 10.64898/2026.08.24.746128 medRxiv
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Immune-epithelial interactions govern the initiation and progression of airway diseases, yet their heterogeneity is difficult to capture using existing in vitro models. Although conventional Transwell and lung-on-chip systems reproduce airway compartmentalisation and permit epithelial-immune interactions, they lack the spatial and analytical resolution needed to visualise dynamic immune behaviour during infection. Here, we present the "Single Cell resolved Airway-Immune Recruitment" (scAIR) platform designed to interrogate immune-epithelial interactions during airway infection. The scAIR device features a modular central chamber accommodating a Transwell insert with primary airway epithelial cells (AECs) pre-differentiated under air-liquid interface (ALI), flanked by immune compartments connected through a precision-patterned microchannel array. This architecture enables real-time single-cell imaging of immune cell migration while preserving epithelial physiology. The scAIR device coupled with a machine learning analysis (MLA) pipeline enables automated tracking and quantification of individual immune cell speed, direction, and behavioural heterogeneity. Using this platform, respiratory syncytial virus (RSV) infection is modelled to generate a type 1 inflammatory airway epithelium that drives neutrophil recruitment. TNF-alpha neutralisation with adalimumab reveals distinct migratory behaviours that are obscured by population-averaged measurements. This integrated platform quantifies airway immune responses during infection and therapeutic modulation, enabling mechanistic studies, drug evaluation, and precision modelling of airway inflammation.

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Elevated hydrostatic pressure modulates endothelial junctional mechanotransduction through VE-cadherin remodelling and altered association with YAP1, EPS8: an endothelium-on-chip study

Vasanthi Bathrinarayanan, P.; Abadie, T.; Vigolo, D.; Simmons, M. J. H.; Grover, L. M.

2026-09-01 bioengineering 10.64898/2026.08.31.748221 medRxiv
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Endothelial dysfunction is a hallmark of numerous vascular pathologies and is strongly influenced by mechanobiological forces within the vascular microenvironment. While the effects of shear stress have been extensively investigated, the mechanisms by which elevated hydrostatic pressure regulates endothelial junctional organisation remain sparsely investigated. Here, we employed a microfluidic platform to investigate the combined effects of low shear stress (1.4 dyne/cm2) and elevated hydrostatic pressure (~3972 Pa) on endothelial junctional dynamics. Elevated hydrostatic pressure induced marked remodelling of VE-cadherin junctions, characterised by formation of serrated, finger-like structures accompanied by increased YAP1 nuclear localisation and reduced YAP1-VE-cadherin cytoplasmic colocalisation compared to shear stress alone conditions. Further, elevated hydrostatic pressure also demonstrated an increase in cytoplasmic accumulation of EPS8, an actin adaptor protein, and increased cytoplasmic EPS8-VE-cadherin colocalisation. These observations were accompanied by functional changes marked by increased endothelial permeability, and enhanced THP-1 monocyte adhesion, thus suggesting activation of mechanosensitive pathways linked to dynamic junctional reorganisation. Inhibition of PI3K at elevated hydrostatic pressure exhibited a thin VE-cadherin patterning and increased cytoplasmic EPS8-VE-cadherin colocalisation, thus demonstrating a prominent role for PI3K signalling in regulating the junction organisation. Interestingly, Piezo-1 activation using Yoda1 produced context-dependent effects. Under shear stress alone, Yoda1 promoted YAP1 nuclear translocation, reduced YAP1-VE-cadherin colocalisation, increased endothelial permeability but strikingly did not impact THP-1 adhesion compared to shear stress alone conditions. In contrast, under elevated hydrostatic pressure conditions, Yoda1 significantly reduced both endothelial permeability and THP-1 adhesion while increasing YAP1-VE-cadherin colocalisation and decreasing YAP1 nuclear accumulation. Collectively, these findings identify a previously underappreciated elevated hydrostatic pressure-Piezo-1-PI3K signalling axis that regulates endothelial barrier integrity and pro-adhesive endothelial activation through coordinated regulation of VE-cadherin, YAP1, and EPS8. These results highlight elevated hydrostatic pressure as a unique mechanobiological stimulus, distinct from that of shear stress alone and provide novel insights into mechanisms underlying microvascular dysfunction.

5
Programmable bioprinting of tumor microenvironment arrays reveals laminin-dependent drug sensitivity

Moulin, M.; Sehic, E.; Engberg, A.; Stelzl, C.; Holmberg, F.; Bohn Pessatti, T.; Schmuck, B.; Rising, A.; Kreuger, J.; O'Callaghan, P.

2026-08-21 bioengineering 10.64898/2026.08.21.745937 medRxiv
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We present an active mixing toolhead for extrusion bioprinting. The tool enables the programmable fabrication of tumor microenvironment gradient arrays, through controlled deposition of mixed hydrogel precursor formulations into 384-well plates, pre-seeded with tumor cells. It operates on an open-source bioprinter and can actively mix arbitrary ratios of two hydrogel precursors prior to extrusion. These concentration gradient arrays are compatible with quantitative image analysis of cell viability and morphological responses to hydrogels conditioned with drug or extracellular matrix (ECM) proteins. The tools capacity to mix and print hydrogel precursor gradients was demonstrated using alginate and highly concentrated mCherry-conjugated mini-spidroin solutions. Hydrogel precursor stocks contained fluorescent reporters to facilitate quantifications of mixing efficiency, and as proxies for drug and ECM protein concentrations. The tool was applied to generate hydrogel-based gradients of the apoptosis-inducer staurosporine, from which concentration-dependent MDA-MB-231 breast cancer cell death responses were quantified. Gradient arrays of the ECM protein laminin-511, implicated in breast cancer tumorigenesis, were generated and revealed that increasing laminin-511 concentrations potentiated staurosporine-induced cell death. The study demonstrates the utility of this active mixing toolhead for producing hydrogel gradient arrays, and demonstrates the relevance of studying drug-responses in tumor microenvironment models that account for disease-specific ECM components.

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Systemic Nanobubbles Enable Ultrasound-Guided STING Immunotherapy in Breast Cancer

Hafeez, N.; Khorsandi, S.; Gao, R.; Khalid, A.; Ali, S.; Movaghar, T.; Garland, S.; de Gracia Lux, C.; Lux, J.

2026-08-19 bioengineering 10.64898/2026.08.13.744654 medRxiv
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Activation of the STING pathway can induce potent antitumor immunity, but effective delivery of STING agonists to the tumor while limiting systemic exposure remains challenging. We previously developed MUSIC, an ultrasound-guided platform that uses microbubbles (MBs) to deliver the STING agonist 2'3'-cGAMP and locally activate antitumor immunity. However, the vascular confinement of MBs and the need for intratumoral administration limit the potential for systemic tumor targeting. To overcome these limitations, we developed SONATA (Systemic Oncotherapy using Nanobubbles for Acoustically-guided Tumor Activation), which employs nanobubbles (NBs) that are approximately 10-fold smaller than conventional MBs, enabling systemic administration and tumor extravasation. Following NB accumulation within tumors, ultrasound exposure triggers localized cGAMP release, facilitating delivery to targeted CD11b+ antigen-presenting cells (APCs) and STING activation with spatial and temporal control. NBs are composed of the same components as MBs, including phospholipid shells and a perfluorobutane core and are functionalized with anti-CD11b antibodies to target CD11b+ APCs and spermine-modified dextran to stably load cGAMP through nanocomplex formation. Upon ultrasound activation, SONATA induced phosphorylation of STING, TBK1, and IRF3 and increased IFN-{beta} production in bone marrow-derived macrophages. In an orthotopic breast cancer model, intravenously administered SONATA combined with tumor-localized ultrasound significantly inhibited tumor growth compared with controls. Furthermore, SONATA synergized with immune checkpoint blockade prolonged the median survival of tumor-bearing mice. Collectively, these findings establish SONATA as a systemically administered immunotherapy platform that enables ultrasound-guided, spatially controlled STING activation.

7
Bioprinted Human Primary Arteries Recapitulate Inflammatory Activation and Pharmacologic Rescue

Fu, Z.; Fastiggi, V. A.; Phelan, A.; Bell, K.; Lucarelli, S.; Wilson, S. S.; Lindner, J. M.; Cutler, A. A.

2026-08-19 bioengineering 10.64898/2026.08.14.744906 medRxiv
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Chronic inflammation drives persistent systemic cytokine signaling that contributes to vascular dysfunction and secondary vasculitis, yet mechanistic studies are limited by models that fail to capture the multicellular architecture and dynamics of human arteries. In contrast, perfusing intact vessels ex vivo has limited tractability because of material availability and difficulty of genetic or biochemical manipulation. We developed a modular, perfused artery-on-a-chip platform by tri-axially bioprinting primary human vascular cells to recapitulate the concentric organization of the intimal, medial, and adventitial layers. The engineered vessels are viable longer than 21 days, with functional endothelial barriers, contractile smooth muscle behavior, and actively remodeled extracellular matrices bearing hallmarks of native vascular tissue. Addition of tumor necrosis factor alpha (TNF) induces altered transcript levels of proinflammatory mediators and secretion of cytokines and matrix-remodeling enzymes without compromising vessel viability. Importantly, this secretory response is effectively attenuated by both a small-molecule JAK1 inhibitor (ABT-317) and anti-TNF antibody (Infliximab), demonstrating the models utility for therapeutic evaluation.

8
Design and Application of a μSiM Outer Blood-Retinal Barrier (OBRB) Model as a Drug Development Tool

Ling, K. C.; Jones, J.; Hepner, G.; Gurcan, A.; Gamariel, R.; Muriel-Torres, A.; Hsu, M.-c.; Mansouri, M.; Farajollahi, S.; Abhyankar, V. V.; Singh, R.; Benoit, D.; McGrath, J. L.

2026-08-24 bioengineering 10.64898/2026.08.23.746552 medRxiv
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The outer blood-retinal barrier (OBRB) is the primary interface through which systemically circulating drugs reach the retina. A tool that measures delivery across this barrier would support the development of targeted therapies as alternatives to repeated intravitreal injection, and the screening of drugs that reach the retina as an off-target toxicity. Such a tool should deliver drugs fluidically through a vascular compartment, measure transport across the retinal pigment epithelium (RPE), and display disease phenotypes relevant to efficacy. Here we adapt the SiM platform, which places epithelium and endothelium in direct juxtaposition across a permeable, optically transparent silicon nitride nanomembrane. ARPE-19 and human umbilical vein endothelial cells (HUVECs) were used as development cell sources. ARPE-19 monocultures reached a transepithelial electrical resistance of 68 {+/-} 26 {Omega} cm2 by 28 days, and ARPE-19 + HUVEC co-cultures reached a small-molecule permeability of 6.34 {+/-} 1.3 x 10-4 cm min-1 within 14 days, a state reported elsewhere only after longer culture. The barriers developed an intervening basement membrane. Drugs perfused through the basal vascular channel crossed into an open apical well, where sampling and mass spectrometry showed transport correlating with lipophilicity, as reported in vivo. The device also displayed two clinically relevant phenotypes. Digoxin at a clinically toxic concentration reduced viability in the co-barrier by about half and doubled permeability. In a vascularized configuration, VEGF drove endothelial invasion of the RPE layer, as seen in neovascular AMD. The SiM-OBRB therefore satisfies basic design criteria for measurement of drug bioavailability, toxicity, and efficacy.

9
Inference of self-limiting neutrophil swarming dynamics using Bayesian physics-informed neural networks

Wang, X.; Du, P.; Taneja, K.; Doon-Ralls, J.; Reategui, E.; Holland, M. A.

2026-08-26 systems biology 10.64898/2026.08.21.746187 medRxiv
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Neutrophil swarming is a critical immune response in mammals and fish, in which neutrophils are recruited to inflammatory sites where they coordinate into a swarm that neutralizes pathogens. While excessive swarming can drive prolonged inflammation, a quantitative understanding of swarming dynamics remains limited. We developed a one-dimensional radial reaction-diffusion model of neutrophil swarming with two kinetic parameters, in order to capture the self-limiting swarming dynamics in both murine and human neutrophils in response to different inflammatory stimulus sizes. To ensure that the inverse problem is well-posed, we first performed sensitivity and identifiability analyses. We then developed a physics-informed neural network (PINN) to infer the key parameters governing swarm expansion and self-limitation. To account for uncertainty in noisy experimental measurements, we further extended this framework to a Bayesian PINN (B-PINN), which provides credible intervals for the inferred parameters. Both models were validated against synthetic data generated by numerical simulation and subsequently applied to in vitro experimental data from human and murine neutrophils in response to three bioparticle cluster sizes. The PINN-inferred dynamics show that larger bioparticle clusters are associated with greater cumulative recruitment and larger swarms in both species. The models further reveal species-specific differences in both the amplitude of initial recruitment and the timescale on which it self-limits. Additionally, the B-PINN posterior distributions quantify uncertainty in these species- and cluster size-dependent trends and identify where additional measurements would be most informative. To our knowledge, this is the first application of physics-informed machine learning to model neutrophil swarming dynamics. This framework provides a starting point for systematically comparing recruitment dynamics between human and murine neutrophils and offers guidance for future experimental design.

10
Immunomodulatory mechanisms of submicron phosphatidylserine-exposing polymeric particles (PSPs)

Clarin, M. T. R. D. C.; Kimura, K.; Nabil, A.; Uto, K.; Motoyama, E.; Aung, H. H. H.; Ebara, M.; Yanagisawa, H.

2026-08-10 bioengineering 10.64898/2026.08.07.743390 medRxiv
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Macrophages are highly dynamic cells that maintain tissue homeostasis by regulating both initiation and resolution of inflammation. During efferocytosis, macrophages recognize the eat me signal, phosphatidylserine (PS), exposed at the surface of apoptotic cells, leading to the resolution of inflammation and acquisition of a pro-resolving phenotype. Inspired by this endogenous mechanism, PS-based biomaterials have demonstrated immunomodulatory potential. However, the molecular mechanisms underlying PS-mediated macrophage reprogramming remain poorly understood. Here, submicron PS-exposing polymeric particles (PSPs; [~]300 nm) were developed to improve the suitability of PSP formulations for future systemic administration while preserving their immunomodulatory activity. PSPs were efficiently internalized by macrophages through both actin- and dynamin-dependent pathways. PSP treatment significantly reduced IL-6 and IL-12p70 production in LPS-stimulated macrophages, whereas induction of the classical anti-inflammatory M2 marker CD206 was limited. Transcriptomic analysis revealed coordinated attenuation of inflammatory signaling pathways, including downregulation of Myd88, Nfkb1, Rel, and Irf8, together with activation of NRF2-associated antioxidant pathways characterized by increased expression of Nfe2l2, Hmox1, Prdx1, Gclm, and Gclc. Activation of antioxidant-associated genes together with reduced Irf8 expression suggests that PSP promotes inflammatory resolution through coordinated redox adaptation and selective attenuation of inflammatory signaling. Collectively, these findings provide mechanistic insight into PS-mediated macrophage reprogramming and support the future development of systemically administered therapies for chronic inflammatory diseases, including vascular inflammatory disorders. HighlightsO_LISubmicron PSPs retain immunomodulatory activity of apoptotic cell-mimicking biomaterials. C_LIO_LIPSPs are rapidly internalized through actin- and dynamin-dependent pathways. C_LIO_LIPSPs attenuate inflammatory signaling and selectively suppress IL-6 and IL-12p70 production. C_LIO_LIPSPs induce NRF2-associated antioxidant and glutathione responses. C_LIO_LITranscriptomics reveals an early redox-adaptive macrophage program. C_LI

11
CurvoChip: a programmable dynamic curvature-on-chip platform for epithelial mechanobiology

Tranzer, R.; Riviere, C.; Ibarra, A.; luciano, M.; Gabriele, S.

2026-08-25 biophysics 10.64898/2026.08.21.746327 medRxiv
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Epithelial tissues continuously remodel their curvature during morphogenesis, homeostasis, regeneration, and disease, yet experimental access to time-varying curvature remains limited. Here, we introduce CurvoChip, a pneumatically actuated microsystem that reversibly deforms confluent epithelial monolayers cultured on a 20-m elastic membrane into concave or convex geometries. The device operates either in a standard incubator or on a microscope stage and provides programmable control over pressure amplitude, direction, and cycling. Analytical scaling, finite-element simulations, and confocal profilometry establish predictable membrane deformation across the operating range, whereas cycling between -400 and +400 mbar for 120 cycles produces stable deflection without detectable drift or residual deformation. We further implement a three-dimensional surface-reconstruction and segmentation workflow to quantify cell and nuclear morphology on curved monolayers. Acute curvature induction produces a marked polarity-dependent response: convex deformation causes greater cell spreading and epithelial thinning than concave deformation, while nuclear projected area, thickness, and volume change in a direction- and position-dependent manner. These results show that epithelial architecture is sensitive not only to curvature magnitude but also to its orientation relative to the apico-basal axis. CurvoChip therefore provides an accessible platform for dissecting how epithelial tissues integrate dynamic geometric cues.

12
Standardizing mechanical dose delivery to cells via nanogroove-guided alignment

Crimaldi, L.; Rosiello, V.; Natale, C. F.; Panzetta, V.; Netti, P. A.

2026-08-26 bioengineering 10.64898/2026.08.25.747069 medRxiv
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The development of novel mechanomedicine technologies critically depends on the ability to administer a well-defined mechanical dosage to cells. Unlike chemical cues, mechanical signals are vectorial rather than scalar, making their precise delivery inherently complex. When external mechanical stimuli are applied to cells seeded on a flat substrate, the mechanical dose experienced by each cell varies depending on its orientation and conformation, rendering consistent and effective mechano-modulation impractical. Here, we introduce a substrate-guided mechanical stimulation strategy that standardizes mechanical dose delivery at the population level by controlling cell orientation. Using nanogrooved PDMS substrates integrated into a uniaxial stretching platform, we induced coherent alignment of NIH3T3 fibroblasts and their mechanosensitive subcellular structures along the direction of applied strains. Cells cultured on flat or nanogrooved substrates were subjected to sustained uniaxial strains of 8% and 29%, and their responses were quantified in real time by live-cell fluorescence imaging. Nanogroove-induced alignment enabled uniform transmission of substrate strain to focal adhesions and the cytoskeleton, resulting in coherent and quantifiable nuclear deformation across the cell population. In contrast, cells on flat substrates exhibited orientation-dependent deformation modes that canceled out at the population level, leading to heterogeneous and attenuated responses. While cellular adaptation to sustained strain was primarily governed by strain magnitude, substrate-guided alignment markedly reduced cell-to-cell variability in mechanical signal perception. Overall, this work establishes cell alignment as a key parameter for standardizing mechanical dose delivery and improving the reproducibility of mechanobiology experiments and the design of mechanically active biomaterials.

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Development and pharmacological evaluation of an intranasal liposomal norbinaltorphimine formulation for the prevention of pain-induced negative affect

Lorente, J. D.; Campos-Jurado, Y.; Martinez-Navarrete, M.; Cuitavi, J.; Cervera-Sospedra, M.; Higginbotham, J. A.; Melero, A.; Polache, A.; Guillot, A. J.; Moron, J.; Hipolito, L.

2026-09-01 neuroscience 10.64898/2026.08.26.747378 medRxiv
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Chronic pain is frequently accompanied by negative affect and motivational deficits due to dysregulated mesocorticolimbic dopamine and kappa opioid receptor (KOR) signalling. Although intracranial KOR antagonism prevents pain-induced negative affect in preclinical models, systemic KOR antagonists can produce adverse off-target effects in the periphery, thereby limiting its clinical utility. Consistent with this, we found that systemic administration of KOR antagonist norbinaltorphimine (NorBNI), exacerbated motivational deficits in rats with persistent inflammatory pain. We hypothesized that maximizing central and minimizing peripheral KOR antagonism could overcome these limitations. To test this, we engineered an intranasal liposomal NorBNI formulation incorporated into an in-situ forming mucoadhesive hydrogel to enable selective nose-to-brain delivery (Nor-BNILV-HG). We characterized its physicochemical properties and functional efficacy in rats with inflammatory pain produced by Complete Freund's Adjuvant (CFA). NorBNI-loaded liposomes exhibited high drug entrapment efficiency, nanometric size, and suitable surface charge for intranasal administration. The selected thermosensitive hydrogel demonstrated appropriate gelation properties and sustained drug release. Intranasal administration of NorBNI-LV-HG produced negligible systemic NorBNI levels compared with intraperitoneal delivery. In vivo microdialysis showed that NorBNI-LV-HG prevented KOR agonist-induced reductions in nucleus accumbens (NAc) dopamine release, confirming functional central KOR blockade. Behaviourally, intranasal NorBNI-LV-HG attenuated pain-induced impairments in sucrose motivation. Importantly, unlike systemic NorBNI, repeated intranasal NorBNI-LV-HG did not alter mechanical nociceptive thresholds in pain-naive animals, suggesting this strategy mitigates unwanted peripheral nociceptive effects. Together, these findings demonstrate that intranasal NorBNI-LV-HG achieves functional brain KOR antagonism while minimizing systemic exposure and off-target effects. Selective nose-to-brain delivery of KOR antagonists therefore represents a promising therapeutic strategy to prevent and potentially reverse the affective and motivational consequences of pain and may overcome key translational barriers associated with systemic KOR treatments.

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Handwritten Digit classification with neural cultures is influenced by neural architecture, network dynamics, and decoding methods

Loeffler, A.; Habibollahi, F.; Abu-Bonsrah, K. D.; Azadi, A.; Desouza, C.; Chan, H. W.; Nishi, Y.; Zhou, J.; Doensen, F.; Yamamoto, H.; Watmuff, B.; Kagan, B. J.

2026-08-19 neuroscience 10.64898/2026.08.10.743829 medRxiv
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As silicon-based computing approaches fundamental physical limits, neurocomputing offers an energy-efficient alternative by leveraging the intrinsic non-linear dynamics of biological systems. To harness these dynamics, it is vital to understand the structure-function relationship governing how neural cultures process complex spatio-temporal information and how to appropriately decode the resulting neural electrophysiological activity. We investigated this utilizing a closed-loop electrophysiology platform, the CL1, to implement reservoir computing in human iPSC-derived neuronal networks. To systematically evaluate the variables driving neurocomputational capacity, we explored how cellular composition (cortical vs. hippocampal lineages), and the physical architecture (unstructured monolayers, 3D neural organoids, and modular networks confined by microfluidic devices) influenced electrophysiological properties and interacted with different decoding methodologies. Using a spatio-temporal version of a handwritten digit pattern recognition task (MNIST), we analyzed how these biological and analytical factors influenced classification accuracy. To ensure robust interpretation this required us to first demonstrated that reservoir computing decoding methods require strict artifact control and trial-based cross-validation to distinguish network computation from artifactual signal separability or temporal data leakage. Applying this validated frequency-domain pipeline, we suggest a clear functional hierarchy where structural modularity acts as a vital functional regularizer. Modular cortical cultures significantly outperformed unconstrained monolayers and organoids on MNIST. Furthermore, decoding frequency information from raw signals proved superior to typical time-bin decoding implementations. These findings establish that maximizing the computational potential of Synthetic Biological Intelligence, while avoiding false positives, requires a synergistic optimization of cellular identity, structural governance, and rigorous decoding logic. In doing so, this work provides a critical base establishing the criteria under which to evaluate neurocomputing implementations.

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Ultrasound-reconfigurable scaffolds enable dynamic control of biochemical and biophysical cues for vascular network formation

Maji, S.; Danish, Z.; Varghese, S. V.; Hari, D. A.; Pinch, A.; Xiao, H.; Quesada, C.; Putnam, A. J.; Fabiilli, M. L.

2026-08-20 bioengineering 10.64898/2026.08.14.744961 medRxiv
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Vascularization, which is critical for most engineered tissue constructs, is dependent on interactions between endothelial cells and spatiotemporally presented biochemical and biophysical cues. Yet, most hydrogels define these cues at the time of fabrication, thus precluding adjustments to actively drive vascular formation. We developed acoustically responsive scaffolds (ARSs) that use focused ultrasound to trigger growth factor release and localized matrix remodeling within fibrin hydrogels. ARSs were formed by incorporating phase-shift emulsions containing basic fibroblast growth factor (bFGF) along with perfluorohexane (C6) or perfluorooctane (C8). Upon ultrasound exposure, stable bubbles were generated in C6-ARSs that locally compacted the matrix and increased macroscale stiffness. Comparatively, in C8-ARSs, ultrasound generated macropores without impacting viscoelastic properties. Ultrasound increased bFGF release from both ARS types, which enhanced in vitro and in vivo vasculogenic assembly in ARSs with co-encapsulated endothelial cells and fibroblasts. Our data also show that ultrasound-driven matrix remodeling without bFGF release increased endothelial sprouting. In C6-ARSs, elevated levels of F-actin were observed in both cell types adjacent to bubbles as well as increased YAP intensity and nuclear asymmetry. Together, these results establish ARSs as reconfigurable hydrogels that couple on-demand release of biochemical cues with programmable matrix restructuring to direct three-dimensional microvascular assembly.

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The extracellular matrix regulates tissue mechanics to enable cyclic lymph node remodelling and sustained immunity

Lachina, V.; Vicente-Munuera, P.; Llewellyn, A.; Makris, S.; Benjamin, A. C.; Naidoo, K.; Mao, Y.; Acton, S. E.

2026-08-20 biophysics 10.64898/2026.08.17.745227 medRxiv
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Tissue shape and function are defined by the mechanical interactions of cellular and extracellular components. Lymph nodes cyclically remodel in response to immune challenges whilst preserving essential stromal structures. However, the relative contributions of the fibroblastic reticular stromal cell network and the ensheathed extracellular matrix, remain undefined. We quantified the contribution of ECM to the viscoelastic properties of lymph nodes to parameterise an in silico model exploring the FRC network's adaptation to pressure-driven tissue expansion. The balance between tissue pressure, FRC contractility and ECM stiffness permit robust remodelling and growth, while maintaining physiological geometries and balancing force distribution. Local perturbation of ECM stiffness or FRC contractility disrupts force distribution globally and impacts FRC proliferation and tissue expansion. Spatially dispersed perturbations exert higher impact on tissue architecture than equivalent localised perturbations, with effects propagating across the network. The integration of cellular and extracellular mechanics thereby enables robust lymph node remodelling.

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Optimizing 3D Spheroid Formation in Microwells via a Simple Pluronic F127 Coating

Ho, N.; Kato, H.; Komatsu, H.

2026-08-19 bioengineering 10.64898/2026.08.18.744263 medRxiv
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Three-dimensional (3D) spheroid culture provides a physiologically relevant alternative to conventional two-dimensional culture, but reliable spheroid formation in microwells depends on limiting cell-substrate adhesion. Pluronic F127 is an amphiphilic triblock copolymer that forms a hydrated surface layer, reducing protein adsorption. Here, we evaluated whether this intrinsic anti-fouling property could restore an anti-adhesive surface in used microwell plates to promote spheroid formation. Using chondrogenic ATDC5 and pancreatic {beta}-cell INS-1 cells, we characterized spheroid assembly kinetics, F127 cytotoxicity, surface hydrophilicity, protein adsorption, and spheroid morphology including size and shape factor. Both cell types formed compact spheroids within 24 hours on commercial anti-adhesive microwells. F127 coating markedly reduced water contact angle and protein adsorption, confirming increased surface hydrophilicity and reduced protein fouling. In microwells stripped of their original surface coating, F127 coating amounts of approximately 0.011-0.045 mg/cm2 consistently promoted spheroid formation across both cell types. Soluble F127 concentrations were confirmed to be non-cytotoxic up to 0.625% (w/v), while even complete dissolution of the highest tested coating amount would correspond to only 0.025% (w/v) F127. This simple, reproducible, and low-cost surface-modification strategy may provide an accessible approach for re-functionalizing microwell platforms for 3D cell culture.

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Composition-controlled artificial collagen shows opposing roles of collagen-binding integrins and discoidin domain receptors in neuronal differentiation of PC12 cells

Fujii, K. K.; Tsusaka, K.; Koide, T.

2026-08-26 bioengineering 10.64898/2026.08.25.746976 medRxiv
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Collagen, a major component of the extracellular matrix, regulates cellular behaviors, such as adhesion, differentiation, and angiogenesis. These functions are mediated by interactions between specific amino acid motifs within the collagen triple-helical structure and collagen-binding biomolecules. These include cell-surface receptors, such as integrins, discoidin domain receptors (DDRs), and syndecans, a family of transmembrane heparan sulfate proteoglycans (HSPGs). Signals mediated by these receptors are integrated to regulate cell fate. However, native collagen simultaneously presents multiple receptor-binding motifs, making it difficult to isolate receptor-specific functions and to evaluate receptor crosstalk. Here, we introduce a composition-controlled artificial collagen matrix platform that enables independent tuning of multiple receptor-binding motifs within a constant triple-helical scaffold. This material was produced by disulfide crosslinking of chemically synthesized collagen-like triple-helical peptides, each bearing a single defined receptor-binding sequence. By varying the mixing ratios of these peptides before crosslinking, we systematically controlled the composition of receptor-binding motifs within the matrices. We applied this platform to nerve growth factor-dependent neuronal differentiation of PC12 cells, a process supported by collagen. Matrices containing only integrin-binding sequences were sufficient to support this differentiation. Incorporation of an HSPG-binding sequence had little additional effect, whereas incorporation of a DDR-binding sequence suppressed integrin-mediated differentiation and coincided with DDR phosphorylation. These results reveal opposing roles of collagen-binding integrins and DDRs in regulating PC12 cell differentiation. Composition-controlled artificial collagen provides a versatile matrix platform for dissecting functional crosstalk among collagen receptors.

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Temporal patterning of trigeminal nerve stimulation gates hippocampal plasticity across species

Chen, L.; Sun, Q.; Guo, X.; Wu, H.; Asamoah, B.; Ye, W.; Seminck, N.; Huang, H.; Laughlin, M. M.

2026-08-26 neurology 10.64898/2026.08.25.26361320 medRxiv
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Non-invasive neuromodulation can influence memory, but whether peripheral stimulation can engage hippocampal plasticity through a defined mechanism and translate across species remains unclear. Here we provide, to our knowledge, the first cross-species evidence linking trigeminal nerve stimulation to sustained hippocampal plasticity, direct human hippocampal engagement and associative-memory benefit. In rats, intermittent 200 Hz TNS produced persistent CA1 fEPSP potentiation and prolonged neuronal firing despite substantially lower cumulative charge than continuous 100-Hz stimulation. LC inhibition strongly suppressed these responses. In patients undergoing stereo-EEG monitoring, i200-TNS evoked prominent hippocampal and thalamic responses and increased hippocampal theta-gamma coupling. In a randomized active-sham crossover study, i200-TNS was associated with improved delayed occupation recall and accompanying EEG changes. These results link patterned trigeminal stimulation to hippocampal physiology across species and support its potential for engaging human memory-related networks.

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Paired-surface spatial mechanomics links tissue stiffness maps to spatial transcriptomics

Ong, H. T.; Lou, Y.; Turley, J.; Hengst, R. M.; Ramli, M. F. H.; Shen, X.; Marlena, J.; Zhu, J.; Li, R.; Chan, C. J.; Young, J. L.

2026-08-31 bioengineering 10.64898/2026.08.29.748050 medRxiv
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Tissue mechanics influence diverse biological processes, yet directly linking stiffness measurements to spatially resolved molecular states in intact tissues remains challenging. Here we developed a paired-surface spatial mechanomics approach to map Young's modulus by nanoindentation on a fresh tissue surface and co-register the stiffness grid with 10x Genomics Visium HD spatial transcriptome bins from the immediately adjacent, parallel surface. Applied to the mouse ovary, which has spatially distinct compartments and undergoes extracellular matrix remodeling with cycle and age, the workflow generated >2,900 matched measurements across 21 regions of interest. Nanoindentation at 50-m grid spacing enabled millimeter-scale stiffness maps while balancing acquisition time in fresh tissues, with ~92 4-m transcriptome bins assigned to each stiffness value. Global and compartment-specific analyses associated stiffer regions with lower elastic fiber programs and higher inflammatory signaling, with age-dependent differences. This correlative strategy integrates experimentally measured mechanics with spatial omics in fresh tissues.