Biology subjects

Saad, N. Y.

Publications and source records attributed to Saad, N. Y..

3 recordsLinked to original sources

bioRxiv2026

Single Particle Adsorption and Response Quantification for Functional AAVx Titer and Dose Analysis

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.

bioengineering↗

bioRxiv2025

REMEDY: REpair of heterozygous Mutations independent of Exogenous Donor template with high efficiency using allele specific CRISPR targeting and HDR enhancers

We report the development of REMEDY (REpair of heterozygous Mutations independent of Exogenous Donor template with high efficiencY), a genome editing strategy that allows efficient repair of heterozygous mutations in human and mouse cells without necessitating an exogenous donor DNA template. Here, we used in-PAM or near-PAM CRISPR strategies to induce a double-strand break (DSB) in mutant alleles. Following the DSB, the wild-type homologous chromosome itself serves as an endogenous DNA donor template and initiates the correction of the mutant allele. Concurrently treating the cells with HDR enhancers, such as AZD7648, further improved the efficiency of the correction. We demonstrated the utility of REMEDY in the context of six different diseases with heterozygous mutations such as IBMPFD, cystic fibrosis, progeria, ITPR3-associated combined immunodeficiency, ACTA1, and TBCD in human patient derived primary cells and complementary mouse model cell lines. O_FIG O_LINKSMALLFIG WIDTH=91 HEIGHT=200 SRC="FIGDIR/small/641201v1_ufig1.gif" ALT="Figure 1"> View larger version (18K): org.highwire.dtl.DTLVardef@5f6c41org.highwire.dtl.DTLVardef@bc50d5org.highwire.dtl.DTLVardef@15edca2org.highwire.dtl.DTLVardef@e74ada_HPS_FORMAT_FIGEXP M_FIG Graphical Abstract C_FIG

genetics↗

bioRxiv2022

Posttranslational modifications of the DUX4 protein impact toxic function

ObjectiveFacioscapulohumeral muscular dystrophy (FSHD) is caused by abnormal de-repression of the transcription factor DUX4, which is toxic to muscle in vitro and in vivo. While the transcriptional targets of DUX4 are known, the regulation of DUX4 protein and the molecular consequences of this regulation are unclear. Here, we used in vitro models of FSHD to identify and characterize DUX4 posttranslational modifications (PTMs) and their impact on the toxic function of DUX4. MethodsDUX4 protein was immunoprecipitated and mass spectrometry performed to identify PTMs. We then extensively characterized DUX4 PTMs and potential enzyme modifiers using mutagenesis, proteomics and biochemical assays in human cell lines and human myoblast cell lines. ResultsOur in vitro screen of DUX4 PTM mutants identified arginine methyl-null and serine/threonine phosphomimetic mutants that protected cells against DUX4-mediated toxicity and reduced the ability of DUX4 to transactivate downstream gene targets, including FSHD biomarkers. Using additional proteomics and biochemical approaches, we identified protein kinase A (PKA) and a protein arginine methyltransferase (PRMT1) as components of the DUX4 complex. Importantly, over-expression of PRKACA, a catalytic subunit of the PKA holoenzyme, mitigated DUX4 toxicity, while pharmacologic inhibition of PRMT1 protected human myoblasts from DUX4-mediated apoptosis. InterpretationThese results demonstrate that DUX4 is regulated by PTMs and that DUX4 PTMs, or associated modifying enzymes, may be druggable targets for FSHD therapy.

neuroscience↗