Biology subjects

Arnheim, A.

Publications and source records attributed to Arnheim, A..

3 recordsLinked to original sources

bioRxiv2026

Hydrogel formulation controls size-dependent accumulation of proteins and nanoparticles in PEG microparticles

Hydrogels are widely used in sensing, delivery, and tissue engineering because their transport properties can be tuned through material design. However, while hydrogel permeability is often characterized using small molecules, many practical applications depend on the uptake and retention of much larger species, including protein conjugates and nanoparticles. Here, we systematically investigate how polyethylene glycol (PEG)-acrylate hydrogel microparticle formulation influences accumulation of signal-generating probes spanning a broad size range. We fabricated particles across a 36-condition design space varying nominal PEG-acrylate molecular weight, polymer weight percent, and UV crosslinking dose, and related formulation-dependent probe accumulation to particle swelling behavior. Increasing nominal PEG-acrylate molecular weight and decreasing polymer weight percent produced more highly swollen particles and strongly enhanced accumulation of fluorescent streptavidin conjugates, with the largest effects observed for bulky labels such as allophycocyanin and phycoerythrin. Gold nanoparticle accumulation was even more formulation-restricted, with detectable colorimetric signal observed primarily in the most permissive formulations. These findings establish design rules linking PEG hydrogel formulation to size-dependent accumulation and show that formulations suitable for small probes may be inadequate for larger reporters. More broadly, this framework may inform the design of hydrogels for particle-based assays as well as other applications where transport of macromolecules or nanoscale materials is important.

bioengineering↗

bioRxiv2025

Sealable capped nanovials for high-throughput screening of cell growth and function

Millions of modular nanoliter-scale compartments that isolate functionally rich single-cell and cell-to-cell communication data can scale biological discovery for the age of AI. Here, we introduce capped nanovials--suspendable, sealable microscale compartments formed by the docking of hydrogel capping particles into bowl-shaped nanovials--as a versatile system for culturing, analyzing, and sorting single cells and small colonies. This two-particle architecture enables localized confinement of cells and secreted products while maintaining compatibility with standard laboratory workflows such as wash and reagent exchange steps, fluorescence microscopy, and flow cytometry. Crucially, these compartments are formed via simple pipetting and centrifugation steps, making the platform highly democratized. We demonstrate the ability of capped nanovials to compartmentalize single mammalian, bacterial, and yeast cells and support growth into colonies, enabling selection based on proliferation and bioproduction. We further show that capped nanovials enhance single-cell secretion assays by reducing molecular crosstalk and increasing signal-to-noise ratios. Importantly, we demonstrate functional co-culture assays by permitting stable confinement of cell pairs, enabling detection and enrichment of antibody-secreting cells based on the ability of their secreted antibodies to activate co-encapsulated reporter T cells, achieving a signal-to-noise ratio of >30 and up to 100% selection purity. By combining the simplicity of standard lab handling with the resolution and throughput of traditional microfluidic compartmentalization approaches, capped nanovials provide a new class of scalable, accessible test tubes for modern single-cell biology.

bioengineering↗

bioRxiv2023

Amphiphilic particle-stabilized nanoliter droplet reactors with a multi-modal portable reader for distributive biomarker quantification

Compartmentalization, leveraging microfluidics, enables highly sensitive assays; but the requirement for significant infrastructure for their design, build, and operation limits access. Newer multi-material particle-based technologies thermodynamically stabilize monodisperse droplets as individual reaction compartments with simple liquid handling steps, precluding the need for expensive microfluidic equipment. Here, we further improve the accessibility of this lab on a particle technology to resource-limited settings by combining this assay system with a portable multi-modal reader, thus enabling nanoliter droplet assays in an accessible platform. We show the utility of this platform in measuring N-terminal propeptide B-type natriuretic peptide (NT-proBNP), a heart failure biomarker, in complex medium and patient samples. We report a limit of detection of [~]0.05 ng/ml and a linear response between 0.2 - 2 ng/ml in spiked plasma samples. We also show that, owing to the plurality of measurements per sample, "swarm" sensing acquires better statistical quantitation with a portable reader. Monte Carlo simulations show the increasing capability of this platform to differentiate between negative and positive samples, i.e. below or above the clinical cut-off for acute heart failure ([~]0.1ng/ml), as a function of the number of particles measured. Our platform measurements correlate with gold standard ELISA measurement in cardiac patient samples, and achieve lower variation in measurement across samples compared to the standard well plate-based ELISA. Thus, we show the capabilities of a cost-effective droplet-reader system in accurately measuring biomarkers in nanoliter droplets for diseases that disproportionally affect underserved communities in resource-limited settings.

bioengineering↗