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- Microbiome
- Somatic Cell Genome Editing
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.
Sociability in a Non-Captive Macaque Population Is Associated with Beneficial Gut Bacteria
Johnson et al., Frontiers in Microbiology. 2022.
https://www.doi.org/10.3389/fmicb.2022.1032495
Social connections are essential for good health and well-being in social animals, such as humans and other primates. Increasingly, evidence suggests that the gut microbiome—through the so-called “gut–brain axis”—plays a key role in physical and mental health and that bacteria can be transmitted socially (e.g., through touch). Here, the authors explore behavioral variation in non‑captive rhesus macaques of both sexes with respect to the abundance of specific bacterial genera. Their results indicate that microorganisms whose abundance varies with individual social behavior also have functional links to host immune status. Overall, these findings highlight the connections between social behavior, microbiome composition, and health in an animal population. Supported by ORIP (P40OD012217) and NIMH.
Reduced Alcohol Preference and Intake after Fecal Transplant in Patients with Alcohol Use Disorder Is Transmissible to Germ-Free Mice
Wolstenholme et al., Nature Communications. 2022.
https://www.doi.org/10.1038/s41467-022-34054-6
Alcohol use disorder is a major cause of reduced life expectancy worldwide, and this misuse has increased exponentially during the COVID-19 pandemic. Fecal microbiota transplant has been shown previously to reduce alcohol craving in humans with cirrhosis. Here, the investigators report that the reduction in craving and alcohol preference is transmissible to male germ-free mice only when live bacteria—and not germ-free supernatants—are used for colonization. This differential colonization was associated with alterations in the gut immune–inflammatory response through short-chain fatty acids. Supported by ORIP (P40OD010995), NIAAA, NIDDK, and NIMH.
Cannabinoid Control of Gingival Immune Activation in Chronically SIV-Infected Rhesus Macaques Involves Modulation of the Indoleamine-2,3-Dioxygenase-1 Pathway and Salivary Microbiome
McDew-White et al., EBioMedicine. 2021.
https://pubmed.ncbi.nlm.nih.gov/34954656/
HIV-associated periodontal disease (PD) affects people living with HIV (PLWH) on combination anti-retroviral therapy (cART). Researchers used a systems biology approach to investigate the molecular, metabolome, and microbiome changes underlying PD and its modulation by phytocannabinoids (Δ9-THC) in rhesus macaques. Δ9-THC reduced IDO1 protein expression. The findings suggest that phytocannabinoids may help reduce gingival/systemic inflammation, salivary dysbiosis, and potentially metabolic disease in PLWH on cART. Supported by ORIP (P51OD011104, P51OD011133, U42OD010442), NIAID, NIDA, NIDDK, NIDCR, and NIMH.
AAV Capsid Variants with Brain-Wide Transgene Expression and Decreased Liver Targeting After Intravenous Delivery in Mouse and Marmoset
Goertsen et al., Nature Neuroscience. 2021.
https://www.nature.com/articles/s41593-021-00969-4
Genetic intervention is increasingly being explored as a therapeutic option for debilitating disorders of the central nervous system (CNS). This project focused on organ-specific targeting of adeno-associated virus (AAV) capsids after intravenous delivery. These results constitute an important step forward toward achieving the goal of engineered AAV vectors that can be used to broadly deliver gene therapies to the CNS in humans. Supported by ORIP (U24OD026638), NIMH, and NINDS.