Frontiers in ImmunologyBioengineeringPeer-reviewed journal article
Deep parallel characterization of AAV tropism and AAV-mediated transcriptional changes via single-cell RNA sequencing
D. Brown, M. Altermatt, T. Dobreva, S. Chen, A. Wang, M. Thomson, V. Gradinaru
Abstract
Engineered variants of recombinant adeno-associated viruses (rAAVs) are being developed rapidly to meet the need for gene-therapy delivery vehicles with particular cell-type and tissue tropisms. While high-throughput AAV engineering and selection methods have generated numerous variants, subsequent tropism and response characterization have remained low throughput and lack resolution across the many relevant cell and tissue types. To fully leverage the output of these large screening paradigms across multiple targets, we have developed an experimental and computational single-cell RNA sequencing (scRNA-seq) pipeline for in vivo characterization of barcoded rAAV pools at unprecedented resolution. Using our platform, we have corroborated previously reported viral tropisms and discovered unidentified AAV capsid targeting biases. As expected, we observed that the tropism profile of AAV.CAP-B10 in mice was shifted toward neurons and away from astrocytes when compared with AAV-PHP.eB. Our transcriptomic analysis revealed that this neuronal bias is mainly due to increased targeting efficiency for glutamatergic neurons, which we confirmed by RNA fluorescence in situ hybridization. We further uncovered cell subtype tropisms of AAV variants in vascular and glial cells, such as low transduction of pericytes and Myoc+ astrocytes. Additionally, we have observed cell-type-specific responses to systemic AAV-PHP.eB administration, such as upregulation of genes involved in p53 signaling in endothelial cells three days post-injection, which return to control levels by day twenty-five. Such ability to parallelize the characterization of AAV tropism and simultaneously measure the transcriptional response of transduction will facilitate the advancement of safe and precise gene delivery vehicles.
- organism: mouse
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- approach: experimental assay
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Multiplex viral tropism assay in complex cell populations with single-cell resolution
Choong Tat Keng, Ke Guo, … Wei Leong Chew·bioRxiv·Jul 12, 2021
- In vivo high-throughput screening of novel adeno-associated viral capsids targeting adult neural stem cells in the subventricular zone
Sascha Dehler, Lukas P. M. Kremer, … Ana Martín-Villalba·bioRxiv·Mar 5, 2021
- scAAVengr: Single-cell transcriptome-based quantification of engineered AAVs in non-human primate retina
B. E. Ozturk, M. E. Johnson, … L. C. Byrne·bioRxiv·Oct 1, 2020
- Quantitative single-cell transcriptome-based ranking of engineered AAVs in human retinal explants
Z. Xi, B. E. Ozturk, … L. C. Byrne·bioRxiv·Sep 27, 2021
- Novel Engineered AAV Variants Demonstrate Superior Blood-Brain Barrier Penetration and Safety in Non-Human Primates
Zhenhua Wang, Hao Li, … Zhenming An·bioRxiv·Apr 1, 2026
- Comprehensive investigation of AAV tropism across human iPSC-derived neuronal subtypes
Linus Wiora, Salvador Rodrı́guez-Nieto, … Stefan Hauser·bioRxiv·Mar 30, 2026