Selected Grantee Publications
Pre-Challenge Gut Microbial Signature Predicts RhCMV/SIV Vaccine Efficacy in Rhesus Macaques
Brochu et al., Microbiology Spectrum. 2025.
https://journals.asm.org/doi/10.1128/spectrum.01285-24
Rhesus cytomegalovirus–based simian immunodeficiency virus (RhCMV/SIV) vaccines provide protection against SIV challenge in approximately 60% of vaccinated rhesus macaques. This study assessed the role that gut microbiota play in SIV vaccine efficacy by analyzing the microbiomes of rhesus macaques before and after immunization using novel compositional data analysis techniques and machine-learning strategies. Researchers identified a gut microbial signature that predicted vaccine protection outcomes and correlated with early biomarker changes in the blood (i.e., host immune response to vaccination). This study indicates that the gut microbiome might play a role in vaccine-induced immunity. Supported by ORIP (P51OD011092).
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.
Simian Immunodeficiency Virus and Storage Buffer: Field-Friendly Preservation Methods for RNA Viral Detection in Primate Feces
Wilde et al., mSphere. 2023.
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10732032/
Simian immunodeficiency virus (SIV) infects more than 40 nonhuman primate (NHP) species in sub-Saharan Africa, but testing in wild NHP populations can be challenging. Researchers compared methods for SIV RNA preservation and recovery from NHP fecal samples stored in four different buffers. The goal of this work was to identify a robust “field-friendly” method (i.e., without freezing or refrigeration) for this effort, and the samples were collected from a mantled guereza colobus housed at the Columbus Zoo and Aquarium. The authors reported that the DNA/RNA shield is an optimal buffer for preserving SIV RNA in fecal samples in the field. Their findings will inform future fieldwork and facilitate improved approaches for studies of SIV and other RNA viruses. Supported by ORIP (P51OD011132) and NIAID.
Nonhuman Primate Models for SARS-CoV-2 Research: Cryopreservation as a Means to Maintain Critical Models and Enhance the Genetic Diversity of Colonies
Arnegard and Hild et al., Lab Animal. 2021.
https://doi.org/10.1038/s41684-021-00792-1
This commentary, written by ORIP staff, addresses the need for improved cryopreservation methods and resources for nonhuman primate (NHP) gametes and embryos to safeguard newly developed NHP models and enhance the genetic diversity of NHP colonies without reliance on animal importations. Cryopreservation also plays critical roles in medical approaches to preserve the fertility of patients who must undergo potentially gonadotoxic treatments, as well as nascent genome editing efforts to develop new NHP models for human diseases. Given these diverse benefits to research progress, ORIP continues to fund the development of cryopreservation tools and approaches for NHPs and other animal models.
Cryopreservation and Preparation of Thawed Spermatozoa from Rhesus Macaques (Macaca mulatta) for In Vitro Fertilization
De Carvalho et al., Journal of the American Association for Laboratory Animal Science. 2021.
https://www.ingentaconnect.com/content/aalas/jaalas/pre-prints/content-jaalas-20-000028
Optimizing procedures for cryopreservation and subsequent thawing for rhesus macaques is required to prevent cryodamage that negatively impacts artificial insemination and in vitro fertilization rates. Investigators systematically assessed two cryopreservation methods and four recovery methods in three interdependent experiments. Results demonstrated that slow-freezing, coupled with density gradient centrifugation provided the highest efficacy in functional sperm for in vitro use. Additional studies are required to further optimize sperm cryopreservation in rhesus macaques. Supported by ORIP (P51OD011092).