bioRxiv · 10.64898/2026.05.28.728583
Single Particle Adsorption and Response Quantification for Functional AAVx Titer and Dose Analysis
Abstract
Accurate quantification of functional adeno-associated virus (AAV) dose remains a critical limitation in gene therapy, where titers are defined using ensemble measurements of viral genomes or capsid concentration that average across heterogeneous populations and weakly predict transduction. We present single-particle adsorption and response quantification (SPARQ), a diffraction-limited imaging platform for quantifying AAVx vectors, regardless of serotype, at single-nanoparticle and single-cell resolution. SPARQ immobilizes and resolves individual AAVx, enabling concurrent measurement of capsid-associated and genome-associated signals before cell exposure. Across multiple serotypes, including AAV2, AAV5, and AAVrh74, SPARQ identifies full-capsid fractions, consistent with bulk measurements obtained by ddPCR/ELISA, DLS/UV-Vis, charge detection, and mass photometry, while reporting narrower distributions than ensemble-derived values and revealing systematic discrepancies in bulk-derived titers arising from population averaging. Surface immobilization is achieved by charge-dependent AAVx-surface interactions, as supported by multiphysics simulations, which capture serotype-dependent adsorption kinetics governed by capsid electrostatics for AAV2, AAV5, AAV6, and AAV9. Furthermore, SPARQ directly measures transduction as a function of particle number and reveals a threshold response. Transduction efficiency increased from [~]29% (S.D {+/-} 3.31%) at [~]18 (S.D {+/-} 7.55) AAVs per cell to [~]66% (S.D {+/-} 1.66%) at [~]42 (S.D {+/-} 9.69) AAVs per cell, which is comparable with conventional in vitro assay requiring 105 AAVs/cell. Cumulative fluorescence measurements across large micro-patterned arrays of single cells recapitulate bulk-like high-throughput scaling, while SPARQs single-nanoparticle resolution reveals functional heterogeneity that is masked by population averaged assays. SPARQ provides a particle-resolved framework for functional AAVx titration and quantitative characterization, enabling the development of quality control and dosing strategies in gene therapy manufacturing. TeaserSPARQ combines light-activated surface viral adsorption with diffraction-limited imaging to directly quantify AAV integrity, heterogeneity, and functional transduction at the single-particle level.
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Koratagere Nagaraj, C., Nugyen, T. K., Kwak, K. J., Bayazit, B., huang, X., Newell, J., doon-ralls, J., Rima, X. Y., Harper, S. Q., Saad, N. Y., Reategui, E.. 2026-05-29. Single Particle Adsorption and Response Quantification for Functional AAVx Titer and Dose Analysis. https://doi.org/10.64898/2026.05.28.728583
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