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Systematic Multi-trait AAV Capsid Engineering for Efficient Gene Delivery

Eid et al., Nature Communications. 2024.

https://doi.org/10.1038/s41467-024-50555-y

Engineering novel functions into proteins while retaining desired traits is a key challenge for developers of viral vectors, antibodies, and inhibitors of medical and industrial value. In this study, investigators developed Fit4Function, a generalizable machine learning (ML) approach for systematically engineering multi-trait adeno-associated virus (AAV) capsids. Fit4Function was used to generate reproducible screening data from a capsid library that samples the entire manufacturable sequence space. The Fit4Function data were used to train accurate sequence-to-function models, which were combined to develop a library of capsid candidates. Compared to AAV9, top candidates from the Fit4Function capsid library exhibited comparable production yields; more efficient murine liver transduction; up to 1,000-fold greater human hepatocyte transduction; and increased enrichment in a screen for liver transduction in macaques. The Fit4Function strategy enables prediction of peptide-modified AAV capsid traits across species and is a critical step toward assembling an ML atlas that predicts AAV capsid performance across dozens of traits. Supported by ORIP (P51OD011107, U42OD027094), NIDDK, NIMH, and NINDS.

Anti–PD-1 Chimeric Antigen Receptor T Cells Efficiently Target SIV-Infected CD4+ T Cells in Germinal Centers

Eichholtz et al., The Journal of Clinical Investigation. 2024.

https://pubmed.ncbi.nlm.nih.gov/38557496/

Researchers conducted adoptive transfer of anti–programmed cell death protein 1 (PD-1) chimeric antigen receptor (CAR) T cells in simian immunodeficiency virus (SIV)–infected rhesus macaques of both sexes on antiretroviral therapy (ART). In some macaques, anti–PD-1 CAR T cells expanded and persisted concomitant with the depletion of PD-1+ memory T cells—including lymph node CD4+ follicular helper T cells—associated with depletion of SIV RNA from the germinal center. Following CAR T infusion and ART interruption, SIV replication increased in extrafollicular portions of lymph nodes, plasma viremia was higher, and disease progression accelerated, indicating that anti–PD-1 CAR T cells depleted PD-1+ T cells and eradicated SIV from this immunological sanctuary. Supported by ORIP (U42OD011123, U42OD010426, P51OD010425, P51OD011092), NCI, NIAID, and NIDDK.