Advanced Materials Interfaces

Nile Red is widely used for the detection of microplastics because its fluorescence emission is sensitive to local polarity and can distinguish hydrophobic plastics from hydrophilic ones. The fluorescence of the molecular rotor, 9-(dicyanovinyl)-julolidine (DCVJ) is less sensitive to polarity but more to viscosity. DCVJ is less widely used for microplastic analysis, although it has been used to detect polystyrene nanobeads. Here, we compared these dyes with standard samples from the Hawaii Pacific University Polymer Kit 1.0 and confirmed that Nile Red, in general, was better for the detection and identification of microplastics. Fluorescence emission was analyzed using photography, as well as spectroscopy. The color and peak emission wavelength of some stained environmental microplastics were affected by additives. Raman spectroscopy was used to confirm the chemical identity of such samples. Although DCVJ emits green fluorescence on binding to some microplastics, a peak at 620 nm has been reported with polystyrene nanobeads, attributed to dimer/excimer formation. We confirmed this property and directly observed diffraction-limited spots using fluorescence microscopy, attributed to single or just a few nanobeads. Nile Red also stains polystyrene nanobeads and gave stronger signals than with DCVJ, but Nile Red was prone to false positives due to dye aggregation in aqueous solutions.

Biofilm mechanics depend strongly on growth history, hydration, nutrient availability, and interfacial attachment, yet conventional rheology requires harvesting and transfer that can perturb the as-grown structure. Here, we introduce bioRheoFlow, a 3D-printed rheometer-mounted platform for cultivation and mechanical characterization without sample transfer. The platform combines evaporation compensation with static or axial nutrient flow, and benchmark measurements validate its rheometric performance. Applied to Pseudomonas putida and Pantoea sp., bioRheoFlow reveals that biofilms cultivated in situ under axial flow exhibit substantially higher elastic moduli than conventionally grown and scraped samples. Despite similar linear-viscoelastic stress ranges, the species show distinct nonlinear responses: P. putida exhibits a lower crossover stress and more abrupt failure, whereas Pantoea sp. sustains larger stresses and deformations. Creep suggests contributions from bulk deformation and biofilm-substrate interactions. bioRheoFlow provides a controlled framework for probing growth-conditioned mechanics in living biofilms.

Introduction: Advanced biomaterials for regenerative medicine are increasingly expected to combine multifunctionality and compatibility with tissue-specific cellular processes. In this context, hydroxyapatite-based platforms modified through ionic substitution represent promising candidates, as they may integrate structural similarity to bone mineral with additional biological functionality and luminescent properties, enabling diagnostic applications and real-time monitoring. In this study, we evaluated whether silicate-phosphate substituted calcium hydroxyapatite Ca10(PO4)6-x(SiO4)x(OH)2 (where x = 1.5) co-doped with lithium(I), europium(III), and gadolinium(III) ions (Si-HAp-LEG) affects the osteogenic, chondrogenic, and adipogenic differentiation potential of human bone marrow stromal/stem cells (BMSCs). Methods: Human BMSCs were cultured under lineage-specific differentiation conditions in the presence of undoped silicate-substituted phosphate hydroxyapatite (abbr. as Si-HAp), which served as a control, and two distinct Si-HAp-LEG formulations differing in gadolinium(III) (Gd3+) as well as lithium (Li+) and europium(III) (Eu3+) ion concentrations: Si-HAp-LEG-221 (1 mol% Gd3+ ion) and Si-HAp-LEG-222 (2 mol% Gd3+ ion). Differentiation-associated phenotypic outcomes, including extracellular matrix formation and lipid accumulation, were evaluated using Safranin O, Alizarin Red, and Oil Red O staining. In parallel, biomaterial-induced molecular responses were characterized at the transcriptomic and protein levels using RT-qPCR for selected coding and non-coding RNAs and Western blot analysis for representative lineage-associated proteins. Results: Histochemical evaluation confirmed that, across all tested biomaterial groups, BMSCs retained the ability to form mineralized calcium deposits, proteoglycan-rich extracellular matrix, and intracellular lipid accumulation under osteogenic, chondrogenic, and adipogenic conditions, respectively. Quantitative staining analysis revealed no significant Si-HAp-LEG-dependent enhancement of terminal differentiation outcomes compared with undoped Si-HAp. In turn, the molecular response differed between biomaterials modifications. Si-HAp-LEG-222 induced the most prominent changes in transcriptional and post-transcriptional regulators, particularly within BMP/SMAD-associated pathways under osteogenic and chondrogenic conditions, underlying a potential link between gadolinium concentration and osteogenic lineage commitment. However, these transcriptomic responses were not mirrored by consistent changes at the protein level. The results suggest that silicate-phosphate substituted hydroxyapatite co-doped with Li+, Eu3+, and Gd3+ ions primarily affects the early regulatory pathways associated with BMSCs differentiation rather than enhancing their terminal maturation. Discussion: In conclusion, the collective data indicate that Li+, Eu3+, and Gd3+ ions LEG co-doping broadens the multifunctional potential of Si-HAp by introducing imaging-related properties while preserving its underlying pro-regenerative character. Li+, Eu3+, and Gd3+ ions co-doped LEG-substituted Si-HAp may therefore be considered a compatible biomaterial platform that maintains BMSC cellular plasticity and supports balanced, differentiation-dependent modulation of lineage-associated molecular responses.

Proper alignment of cells is crucial for functioning of various tissues such as skeletal muscle tissues, neural cells, adipose-derived stem cells, etc. Current in-vitro fabrication methods to replicate the cellular environment, e.g., photolithography and 3D printing, are not cost-effective and cannot capture the complexity of the surfaces to which these cells are exposed to. In this work, we used bio-mimicked leaf templates to closely resemble the in-vivo environment the muscle cells and cultured C2C12 cells, myoblast cell lines, on modified PDMS substrates fabricated using these leaf templates. Using image analysis software, we analyzed the degree of alignment of cells, aspect ratio and the area projected by individual cells cultured on these surfaces. The C2C12 cells cultured on the PDMS substrates formed utilizing the front and back sides of the leaves of Musaceae Banana were found to have an Aspect Ratio of 6.3 and 8.3, the highest among the surfaces studied in this paper. C2C12 cells cultured had the highest degree of alignment on the negative replica of the back side of Dracaena Sanderiana. Due to the availability of a wide range of leaf templates and bio-mimicked surface structures to measure cell response, it is difficult to find the optimal design. Hence, we have also tried to create a catalog using 15 different leaf surfaces and characterized these surfaces into various categories based on the grooves on the surfaces to provide a more comprehensive set of surface designs for studying cell behavior. To quantitatively analyze the groove pattern, 2D FFT analysis was also performed to find the dominant wavelength of the grooves. In surface characterization, hydrophobicity is also a parameter that needs to be considered; hence, the water contact angle of these surfaces was also measured. Our findings highlight the importance of surface topography and hydrophobicity in influencing cell alignment and can contribute to developing biomimetic surfaces for tissue engineering applications.

DNA nanostructures can be tailored to perform a wide variety of functions, with continued interest in biological applications. Some aspects of DNA nanostructure assembly can hinder the ability of nanostructures to be useful in physiological environments. Typical assembly methods employ magnesium ions to stabilize the structure, which leave the structure susceptible to damage by nucleases in body fluids. Further, DNA nanostructure assembly typically involves a thermal annealing protocol in which DNA strands are heated in a specific buffer to a high temperature and cooled slowly at specific rates, preventing convenient encapsulation of temperature-sensitive guest molecules. In this work, we demonstrate the assembly of a wide variety of DNA nanostructures and 3D crystals in a hydrated ionic liquid (choline dihydrogen phosphate, CDHP) instead of magnesium at constant moderate temperatures, thus avoiding thermal annealing. CDHP-assembled structures show enhanced biostability against a variety of nucleases. Molecular dynamics simulations show that choline ions stabilize DNA nanostructures by a direct and close-range interaction in contrast to the predominantly water-mediated interactions of Mg2+, leading to enhanced nuclease resistance in CDHP-containing environments. CDHP-assembled structures do not affect the viability of HepG2 cells and show higher cell internalization. Overall, this work develops a potential method to construct more biostable DNA nanostructures and 3D crystals in a simple one pot process. Assembly of DNA nanostructures under isothermal conditions is desirable for scaffolding biomolecules and to reduce the need for thermal annealing instruments, allowing nanostructure preparation in low-resource settings.

Antimicrobial resistance motivates the development of approaches capable of probing nanoparticle-bacterium interactions with nanoscale sensitivity. Here, synchrotron infrared nano-spectroscopy (SINS) is applied to investigate interactions between carbohydrate-coated silica nanoparticles and the Gram-negative model bacterium Escherichia coli at the single-cell level. Silica nanoparticles (SiO2) were coated with mannose, maltose, or trehalose to evaluate how surface carbohydrate chemistry influences their interactions with the bacterial envelope. Correlative electron microscopy revealed pronounced association of carbohydrate-SiO2 with the bacterial envelope, with features consistent with localization within the periplasmic region, whereas bare-SiO2 showed no detectable association. SINS measurements acquired directly on bacterial cells and at bacterium-nanoparticle interfaces revealed distinct, carbohydrate-dependent spectral signatures. Quantitative analysis of the amide I band used the I/I{beta} ; ratio, which describes the relative contributions of -helical and {beta}-sheet protein secondary-structure components, together with interface-dependent band-position analysis to characterize local spectral perturbations. Carbohydrate-SiO2 produced systematic changes in the I/I{beta} ; ratio, including at locations where nanoparticles were not directly observed, indicating that their effects extend beyond the sites of nanoparticle association. Comparison of measurements acquired on bacterial surfaces and at bacterium-nanoparticle interfaces further revealed that carbohydrate chemistry modulates both the magnitude and spatial extent of these spectral perturbations. Trehalose-SiO2 produced the largest interface-dependent amide I band shifts and a spectral component consistent with random-coil structures. Overall, these results demonstrate that carbohydrate surface chemistry modulates nanoscale protein conformational perturbations at the nano-bio interface and highlight SINS as a powerful approach for resolving chemically localized molecular responses at single-cell interfaces.

Carbon is a versatile electrode material that is used in applications ranging from electrical energy storage and electrosynthesis to CO2 conversion, H2 production, and biosensing. The development of pyrolytic carbon electrodes derived from lithographically patterned photoresist structures has expanded the possibilities for creating diverse 2D and 3D electrode designs. In this paper, we present disc-shaped SU-8-derived pyrolytic carbon scaffold electrodes with an open hexagonal honeycomb lattice. The scaffolds were fabricated, using embedded 3D printing within a shear-thinning support bath composed of fused silica nanoparticles (7% w/v) in mineral oil. The rheological properties of the support bath were optimized to enable the printing of low-viscosity materials like SU-8, which would otherwise lack structural integrity in standard extrusion-based 3D printing. The SU-8 scaffolds were then pyrolyzed and characterized using SEM, Raman spectroscopy, Energy Dispersive X-ray, X-ray Photoelectron Spectrometry, and Transmission Electron Microscopy, which revealed graphene-like 'microflowers' on its surface. Electrochemical analysis demonstrated excellent electrochemical properties. The functionality of the scaffold electrodes was validated by differentiation of human neural stem cells into dopaminergic neurons on the scaffold surface, followed by real-time detection of dopamine exocytosis upon cell depolarization.

Mechanical characterization of biomaterial scaffolds is essential to evaluate their capacity to meet the functional demands of target tissues in tissue engineering and regenerative medicine applications. Scaffolds designed to interface with living tissues must support the transmission of mechanical cues to resident cells and stimulate mechanosignaling pathways that are essential to their function. In joints, bone and cartilage cells act as primary mechanosensors, converting mechanical stimuli into biochemical signals that regulate tissue homeostasis and remodelling. Therefore, evaluating cellular mechanoresponses to scaffold-transmitted compression in vitro can inform the development of functional tissue-engineered constructs. For example, poly({epsilon}-caprolactone) (PCL) scaffolds are highly relevant for bone and cartilage tissue engineering due to their biocompatibility, stable mechanical properties and slow degradation. Here, we applied a custom-built device to study compression-induced mechanosignaling in MC3T3-E1 pre-osteoblast cells. The device is composed of a polydimethylsiloxane (PDMS) pillar, a force-sensing load cell, and a piezoelectric linear track. A protocol is described in which MC3T3-E1 cells are repeatedly compressed, while in parallel live tracking of force measurements and live imaging of intracellular calcium dynamics in MC3T3-E1 cells are recorded. PCL scaffolds fabricated by melt electrowriting (MEW) were subsequently integrated into the platform. Scaffold-transmitted compression triggered dynamic increases in cytosolic calcium; in MC3T3-E1 cells located directly under the PCL microfibers, but also in cells located in the interfiber spaces. This device and workflow facilitate in vitro investigations of real-time cellular mechanoresponses to dynamic compression applied with biomaterial scaffolds, and provides a testing platform for evaluating the mechanotransductive properties of scaffolds intended for tissue engineering applications.

Precise control over scaffold microarchitecture is critical for engineering cell-instructive biomaterials and for understanding how structural cues regulate cell-material interactions. In this study, ultrafine cellulose-based scaffolds fabricated by near-collector electroprinting (NCE) were used as a model platform to investigate how scaffold architecture influences the transition between quasi-2D and 3D cell-scaffold interactions. Cellulose acetate scaffolds with micrometer-scale fiber diameters, tunable fiber spacing, and defined multilayer geometries were systematically evaluated to determine the effects of scaffold dimensionality and pore architecture on human mesenchymal stem cell behavior. Low-layer scaffolds functioned primarily as quasi-2D topographical patterns, where cells adhered predominantly to the underlying substrate while aligning along the printed fibers in a spacing-dependent manner. Increasing scaffold height generated a 3D microenvironment that promoted direct cell-scaffold interaction and enabled inter-fiber bridging. Quantitative analysis of nuclear orientation and actin organization revealed that scaffold dimensionality and fiber spacing jointly govern the transition between topographical guidance and bridging-mediated cellular organization. To further demonstrate material versatility, lignosulfonate was incorporated into the printing ink to fabricate composite scaffolds while retaining print fidelity and cytocompatibility. Together, these findings demonstrate how scaffold architecture can be used to govern cell-material interactions across multiple dimensional regimes.

Capillaric circuits (CCs) enable pre-programmed liquid handling through self-filling and passive valving governed by capillary forces, eliminating the need for external pumps and actuators. However, CCs optimized for high cohesion liquids (HCL) such as water are intrinsically unsuitable for programmed flow control of low cohesion liquids (LCL) such as oils and solvents because the high surface free energy needed for capillary flow of HCL results in uncontrolled, complete wetting by LCL. Here, we introduce a library of multiphase components including phase-to-phase valves (P2PV), hydro-pneumatic relays (HPR) and multiphase domino valves (MDVs) that collectively enable CCs to concomitantly process HCLs and LCLs. P2PVs use a pre-filled HCL to valve immiscible LCLs (e.g. oil) by confining the LCL, and upon triggering, hydraulically entrain it. To prevent uncontrolled mixing between miscible LCLs (e.g. ethanol) and the HCL, HPRs with an air gap and air waste are added to the P2PV. MDVs are further added and enable preprogrammed, sequential delivery of LCL and HCL by multiphase microfluidic chain reactions. Multiphase liquid processing is applied to automated, on-chip lipid nanoparticle (LNP) manufacturing, illustrating the potential of multiphase CCs.

Photovoltaic subretinal prosthesis, PRIMA, provides central vision to patients blinded by age-related macular degeneration, with acuity matching the 100 m pixel size. Further miniaturization requires pillar electrodes to position the stimulating surfaces closer to the inner retinal neurons. While such structures can be electroplated in gold and coated on their tops with SIROF, the exposed gold sidewalls are not biocompatible. Sputtering or atomic layer deposition of protective coatings are unsuitable for selectively passivating the pillar structures without also coating the photosensitive regions and return electrodes of the implant. Here, we present a strategy for biocompatible coating of pillar sidewalls while preserving surrounding implant functionality. The approach combines non-critical photoresist lithography to protect planar return electrodes with electrodeposition of TiO2; or Pt onto gold pillar sidewalls. In-vivo studies demonstrated that both TiO2 and Pt coatings are biocompatible and prevent adverse reactions of the retinal tissue to gold. Since specific capacitance of electroplated TiO2 (25 F/cm2) is much lower than that of Pt (240 F/cm2), the former better limits the current from the side walls and ensures that charge injection occurs predominantly through the pillar tops coated with SIROF (~6 mF/cm2). Electrodeposition, combined with noncritical photolithography provides a scalable wafer-level solution for fabrication of biocompatible three-dimensional electro-neural interfaces, addressing a critical bottleneck in bioelectronics.

Type II photoinitiators are essential for numerous applications, including advanced 3D printing techniques such as Xolography. Despite offering tunable wavelengths and reaction mechanisms, their limited photoreactivity hinders widespread adoption. Solutions to increase reactivity, particularly in aqueous solutions and in a biocompatible manner, are urgently needed. Here, we report the surprising finding that iodixanol enhances reactivity of type II photoinitiation systems. Supplementing Xolographic print resins with iodixanol increases photoreactivity, which reduces print times and light dosage tenfold, and enables printing of previously unprintable material formulations. Surprisingly, iodixanol supplementation also improves cell viability in a dose-dependent manner, while reducing cell-mediated light scattering. Together, this enables accurate Xolographic printing of highly cell-dense bioresins, which facilitated the biofabrication of engineered living matter with up to 100 M cells mL-1 (>40% cells by volume) with a resolution of ~65 microns. These advances enabled the first demonstration of tissue function in Xolographically-printed materials. Human induced pluripotent stem cell-derived cardiomyocytes were printed into contractile cardiac-like engineered living matter, which exhibited enhanced cell-cell contact and synchronous contractions, confirming tissue level function. As a highly water soluble, cytocompatible, and clinically approved compound, iodixanol therefore represents a valuable and translatable solution to improve the reactivity of type II photoinitiation systems, which enables volumetric biofabrication of highly cell dense living matter. This unlocks a new role for iodixanol in a wide variety of fields including dentistry, chemistry, organic photovoltaics, tissue engineering, and 3D printing.

Sensory and motor neurons differ significantly in their morphology, structural organization, functional properties, and mode of action. However, despite this heterogeneity, many in vitro studies focus only on a single neuronal subtype, mainly being sensory neurons, limiting the translational potential and relevance of these studies for the evaluation of therapeutic options for spinal cord injury. In this study, we investigate the differentiation, maturation, and neuronal outgrowth of human induced pluripotent stem cell (iPSC)-derived motor and sensory neurospheres using polyethylene glycol (PEG)-microgels with various bioactive coatings. Our results show subtype-specific responses to the PEG-microgel scaffolds, with respect to motor and sensory neurosphere morphology and size. Furthermore, we compare the formation of the PEG-microgel/scaffolds when starting from iPSCs-derived precursor neuron spheres versus undifferentiated iPSCs. We observe notable differences in structural organization, maturity, and neuronal outgrowth between the two approaches, as well as between motor and sensory neurospheres. Together, these results underline the importance of studying motor and sensory neurons separately and highlight the need for a controlled, tunable culture platform to assess the impact of the microenvironment and to improve the physiological relevance of in vitro platforms for neuron-based research.

Myocardial infarction highlights an urgent need for strategies to regenerate functional cardiac tissue. Cardiac tissue engineering offers a promising approach; however, fabricating scaffolds that simultaneously integrate precise architectural anisotropy, mechanical compliance, and electrical conductivity remains an open challenge. In this work, we utilized melt electrowriting (MEW) to construct well-defined, 20-layer anisotropic rhomboidal polycaprolactone (PCL) scaffolds. We characterised them by tensile testing and by micro- and nanoscale microscopy. While introducing electrical conductivity via bulk blending with fillers (polypyrrole (PPy), polyaniline, or graphene oxide) compromised MEW print fidelity and failed to achieve physiological conductivity, surface coating strategies effectively combined conductivity from structural mechanics. Electrical and mechanical testing revealed that gold sputter coating and in situ PPy polymerization both imparted robust electrical conductivity while preserving the microfibrous architecture. However, when seeded with human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs) in fibrin hydrogels, only the gold-coated scaffolds supported synchronized, robust, and sustained contractile activity. PPy-coating resulted in functionally restricted constructs, suggesting that excessive structural rigidity limited tissue deformability. Gene expression analysis further revealed that elevated electrical conductivity alone does not drive hiPSC-CM maturation. Our data indicates that successful cardiac patch design relies on the integrated optimization of mechanics and architecture rather than treating conductivity as an isolated parameter, offering foundational guidelines for developing translational bioengineered heart patches.

Copper is an essential redox-active micronutrient, but agricultural soils are increasingly contaminated by copper from mining, industrial discharge, and intensive agrochemical use, pushing concentrations beyond levels plants can tolerate. Excess copper triggers Fenton-like reactive oxygen species (ROS) generation, mitochondrial dysfunction, and impaired growth. Existing mitigation strategies, such as soil amendments, phytoremediation, antioxidants, and different chelators, have been explored to reduce copper toxicity, but their effectiveness can be limited by immobilization, poor specificity, and environmental persistence. The present work introduces a nanoparticle-based strategy for the direct sequestration of excess copper coupled with protection against the oxidative damage caused by copper stress. Here, we report MPA-iron oxide nanoparticles (MIONPs), sequentially functionalized with chitosan, glutathione, and 3-mercaptopropionic acid, designed to simultaneously scavenge ROS, restore redox homeostasis, and chelate copper via surface thiol groups. MIONPs showed a significant increase in copper binding capacity over bare iron oxide nanoparticles (BIONPs) and, in copper-stressed Solanum lycopersicum seedlings, significantly improved germination and root/shoot growth, reduced intracellular ROS, restored mitochondrial membrane potential, and preserved nuclear integrity. This integrated design establishes MIONPs as a promising, dual-function nanoplatform for sustainable copper stress management in agriculture.

Bioelectrochemical reduction of dilute nitrate (NO-; sub-mM to low-mM range) to ammonium (NH) offers a promising route toward circular nitrogen management from contaminated groundwater and environmental waters. However, on-site application of bioelectrochemical systems remains challenging due to low reduction rates and poor electron transfer efficiency of naturally formed biofilm electrodes. Here, we constructed a hydrogel biocathode by applying a carbon black/riboflavin/sodium alginate/cellulose hydrogel incorporating Shewanella oneidensis MR-1 cells to a graphite felt electrode via brush coating. The hydrogel electrode achieved NH production rates of 0.16-0.19 mol m-3 h-{superscript 1} without NO2- accumulation, and these rates were maintained without significant performance loss across three consecutive cycles with medium exchange over 1.5 days of total operation. The hydrogel electrode increased the current density by more than 5-fold compared with a conventional S. oneidensis biofilm electrode, indicating enhanced electron transfer efficiency per unit biomass, which directly contributed to the high NH production rates. The electricity consumption for NH production of 1.68-2.39 x 10{superscript 2} kJ g-N-{superscript 1} was substantially lower than that of metal catalyst systems at comparable NO- concentrations (typically, >104 kJ g-N-{superscript 1}). These findings demonstrate that the hydrogel electrode design represents an energy-efficient, and readily fabricated platform for bioelectrochemical NH production from dilute NO-.

Three groups of touch-spun 3D scaffolds with uniform fiber diameters and varying interfiber spacing were studied to identify optimal conditions for NIH/3T3-GFP fibroblast growth. All scaffold groups exhibited higher cell viability relative to control levels after 14 days of culture, with the highest viability observed for scaffolds with a 50.61 {+/-} 15.35 m interfiber spacing. Although cell counts indicated comparable cell growth across groups, scaffolds with medium and large interfiber spacing demonstrated an improved capacity to sustain viable cells without necrotic core formation. These findings provide insight into the optimal structural design of touch-spun 3D scaffolds for tissue engineering applications.

A major barrier to scaling marine restoration and aquaculture is the lack of reliable tools to induce invertebrate larvae to settle and metamorphose when and where needed. Although microbial cues are known to induce metamorphosis in many invertebrates, existing methods rely on natural biofilms that are variable, difficult to standardize, and unsuitable for large-scale deployment. Here we introduce ReefTiles, a non-living bacterial coating that preserves inductive activity from metamorphosis-stimulating marine bacteria in a stable, reproducible format. Using both tubeworm and coral larvae, we show that dried and inactivated bacterial films retain full settlement-inducing capacity, matching or exceeding live biofilms while eliminating concerns associated with releasing viable microbes into the environment. Viability assays confirm inactivation, and the coating adheres reliably to common substrate materials. Because ReefTiles can be manufactured and stored at scale and tailored to different inductive strains, they provide a practical microbe-based biotechnology for enhancing larval settlement in reef restoration, sustainable aquaculture, and engineered marine infrastructure.

Electrospun fibers loaded with antibiotics or calcium hydroxide are being developed as intracanal carriers for regenerative endodontics, where the dose must stay low enough to spare the stem cells that repopulate the canal. Formulation development sweeps the medicament concentration while holding the polymer and machine settings fixed. We asked whether that sweep targets the right variable. We assembled ENDOSPIN-29, a dataset of 29 poly(vinylpyrrolidone) formulations produced under a single process backbone and loaded with metronidazole, ciprofloxacin, minocycline or calcium hydroxide, alone and in combination, retaining the five that produced no submicron fibers. Across nine regression models, those given per-medicament composition predicted fiber diameter far better than the same models given only total loading. The best reached a leave-one-out coefficient of determination of 0.84 and a median relative error of 18%, whereas every loading-only model performed at or below a mean baseline. Uniformity and distribution span behaved likewise; asymmetry was unpredictable. Dose response ran in opposite directions for different actives: ciprofloxacin thinned fibers monotonically from 406 to 257 nm, while metronidazole thickened them and destroyed fiber formation above 10% w/w. Holding out an entire medicament class removed the advantage, bounding the method to interpolation within a known drug panel.

Microlasers based on whispering-gallery modes (WGMs) provide bright, spectrally narrow emission, making them ideal optical probes for high-resolution cellular tagging, single-cell tracking, and biosensing. To reproducibly apply WGM microlasers in biomedical or tissue-engineering contexts, control over the number of lasers in a cell population is highly desirable. Here we use a commercial instrument for flow cytometry-based cell sorting to obtain HEK293T cell populations with a controlled number of polystyrene laser particles (LPs). By modifying the particle surface with poly(ethyleneimine) (PEI) or lipofectamine, we enhance LP-association to cells. We demonstrate that our sorting procedure yields viable cells showing unchanged proliferation rates. Manufacturer-dependent differences in particle-cell interactions were observed and investigated by scanning and transmission electron microscopy (SEM/TEM) and flow cytometry. Finally, we show that the same sorting approach enables the generation of multi-cellular spheroids with a defined ratio of LP-containing and LP-free cells. This work lays the foundation for larger tissue engineering studies with defined LP populations and control over LP-placement with respect to the cell.