Selected Grantee Publications
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.
Sex-Specific Cardiac Remodeling in Aged Rats After Adolescent Chronic Stress: Associations with Endocrine and Metabolic Factors
Dearing et al., Biology of Sex Differences. 2024.
https://pubmed.ncbi.nlm.nih.gov/39180122
Cardiovascular disease is a leading cause of death in the world. The potential effects of chronic stress on the development and progression of cardiovascular disease in the aged heart are unknown. In this study, researchers investigated sex- and stress-specific effects on left ventricular hypertrophy (LVH) after aging. Male and female rats were exposed to chronic stress during adolescence and then challenged with a swim test and a glucose tolerance test before and after aging 15 months. As a group, female rats showed increased LVH in response to early life stress. Male rats showed individual differences in vulnerability. These results indicate that sex and stress history can interact to determine susceptibility to cardiovascular risks. Supported by ORIP (F30OD032120, T35OD015130) and NHLBI.
RNA Landscapes of Brain and Brain-Derived Extracellular Vesicles in Simian Immunodeficiency Virus Infection and Central Nervous System Pathology
Huang et al., The Journal of Infectious Diseases. 2024.
https://pubmed.ncbi.nlm.nih.gov/38079216/
Brain tissue–derived extracellular vesicles (bdEVs) act locally in the central nervous system (CNS) and may indicate molecular mechanisms in HIV CNS pathology. Using brain homogenate (BH) and bdEVs from male pigtailed macaques, researchers identified dysregulated RNAs in acute and chronic infection. Most dysregulated messenger RNAs (mRNAs) in bdEVs reflected dysregulation in source BH, and these mRNAs are disproportionately involved in inflammation and immune responses. Additionally, several circular RNAs were differentially abundant in source tissue and might be responsible for specific differences in small RNA levels in bdEVs during simian immunodeficiency virus (SIV) infection. This RNA profiling shows potential regulatory networks in SIV infection and SIV-related CNS pathology. Supported by ORIP (U42OD013117), NCI, NIAID, NIDA, NIMH, and NINDS.
Evolution of the Clinical-Stage Hyperactive TcBuster Transposase as a Platform for Robust Non-Viral Production of Adoptive Cellular Therapies
Skeate et al., Molecular Therapy. 2024.
https://pubmed.ncbi.nlm.nih.gov/38627969/
In this study, the authors report the development of a novel hyperactive TcBuster (TcB-M) transposase engineered through structure-guided and in vitro evolution approaches that achieve high-efficiency integration of large, multicistronic CAR-expression cassettes in primary human cells. This proof-of-principle TcB-M engineering of CAR-NK and CAR-T cells shows low integrated vector copy number, a safe insertion site profile, robust in vitro function, and improved survival in a Burkitt lymphoma xenograft model in vivo. Their work suggests that TcB-M is a versatile, safe, efficient, and open-source option for the rapid manufacture and preclinical testing of primary human immune cell therapies through delivery of multicistronic large cargo via transposition. Supported by ORIP (F30OD030021), NCI, NHLBI, and NIAID.
AAV5 Delivery of CRISPR/Cas9 Mediates Genome Editing in the Lungs of Young Rhesus Monkeys
Liang et al., Human Gene Therapy. 2024.
https://pubmed.ncbi.nlm.nih.gov/38767512/
Genome editing in somatic cells and tissues has the potential to provide long-term expression of therapeutic proteins to treat a variety of genetic lung disorders. However, delivering genome-editing machinery to disease-relevant cell types in the lungs of primates has remained a challenge. Investigators of this article are participating in the NIH Somatic Cell Genome Editing Consortium. Herein, they demonstrate that intratracheal administration of a dual adeno-associated virus type 5 vector encoding CRISPR/Cas9 can mediate genome editing in rhesus (male and female) airways. Up to 8% editing was observed in lung lobes, including a housekeeping gene, GAPDH, and a disease-related gene, angiotensin-converting enzyme 2. Using single-nucleus RNA-sequencing, investigators systematically characterized cell types transduced by the vector. Supported by ORIP (P51OD01110, U42OD027094, S10OD028713), NCATS, NCI, and NHLBI.
Engineered IgM and IgG Cleaving Enzymes for Mitigating Antibody Neutralization and Complement Activation in AAV Gene Transfer
Smith et al., Molecular Therapy. 2024.
https://www.sciencedirect.com/science/article/pii/S1525001624003058?via%3Dihub=
Recombinant adeno-associated viral (AAV) vectors have emerged as the leading platform for therapeutic gene transfer, but systemic dosing of AAV vectors poses potential risk of adverse side effects, including complement activation triggered by anti-capsid immunity. In this study, investigators discovered an IgM cleaving enzyme (IceM) that degrades human IgM, a key trigger in the anti-AAV immune cascade. They engineered a fusion enzyme (IceMG) with dual proteolytic activity against human IgM and IgG. Antisera from animals treated with IceMG show decreased ability to neutralize AAV and activate complement. These studies have implications for improving the safety of AAV gene therapies and offer broader applications, including for organ transplantation and autoimmune diseases. Supported by ORIP (P51OD011107, U42OD027094), NHLBI, and NIAID.
Loss of Lymphatic IKKα Disrupts Lung Immune Homeostasis, Drives BALT Formation, and Protects Against Influenza
Cully et al., Immunohorizons. 2024.
https://pubmed.ncbi.nlm.nih.gov/39007717/
Tertiary lymphoid structures (TLS) have context-specific roles, and more work is needed to understand how they function in separate diseases to drive or reduce pathology. Researchers showed previously that lymph node formation is ablated in mice constitutively lacking IκB kinase alpha (IKKα) in lymphatic endothelial cells (LECs). In this study, they demonstrated that loss of IKKα in lymphatic endothelial cells leads to the formation of bronchus-associated lymphoid tissue in the lung. Additionally, they showed that male and female mice challenged with influenza A virus (IAV) exhibited markedly improved survival rates and reduced weight loss, compared with littermate controls. They concluded that ablating IKKα in this tissue reduces the susceptibility of the mice to IAV infection through a decrease in proinflammatory stimuli. This work provides a new model to explore the mechanisms of TLS formation and the immunoregulatory function of lung lymphatics. Supported by ORIP (T35OD010919), NHLBI, NIAID, and NIAMS.
Time of Sample Collection Is Critical for the Replicability of Microbiome Analyses
Allaband et al., Nature Metabolism. 2024.
https://pubmed.ncbi.nlm.nih.gov/38951660/
Lack of replicability remains a challenge in microbiome studies. As the microbiome field moves from descriptive and associative research to mechanistic and interventional studies, being able to account for all confounding variables in the experimental design will be critical. Researchers conducted a retrospective analysis of 16S amplicon sequencing studies in male mice. They report that sample collection time affects the conclusions drawn from microbiome studies. The lack of consistency in the time of sample collection could help explain poor cross-study replicability in microbiome research. The effect of diurnal rhythms on the outcomes and study designs of other fields is unknown but is likely significant. Supported by ORIP (T32OD017863), NCATS, NCI, NHLBI, NIAAA, NIAID, NIBIB, NIDDK, and NIGMS.
Genetic Diversity of 1,845 Rhesus Macaques Improves Genetic Variation Interpretation and Identifies Disease Models
Wang et al., Nature Communications. 2024.
https://www.nature.com/articles/s41467-024-49922-6
Nonhuman primates are ideal models for certain human diseases, including retinal and neurodevelopmental disorders. Using a reverse genetics approach, researchers profiled the genetic diversity of rhesus macaque populations across eight primate research centers in the United States and uncovered rhesus macaques carrying naturally occurring pathogenic mutations. They identified more than 47,000 single-nucleotide variants in 374 genes that had been previously linked with retinal and neurodevelopmental disorders in humans. These newly identified variants can be used to study human disease pathology and to test novel treatments. Supported by ORIP (P51OD011107, P51OD011106, P40OD012217, S10OD032189), NEI, NIAID, and NIMH.
Physiologically Based Pharmacokinetic Model Validated to Enable Predictions of Multiple Drugs in a Long-Acting Drug-Combination Nano-Particles (DcNP): Confirmation With 3 HIV Drugs, Lopinavir, Ritonavir, and Tenofovir in DcNP Products
Perazzolo et al., Journal of Pharmaceutical Sciences. 2024.
https://jpharmsci.org/article/S0022-3549(24)00060-1/fulltext
Drug-combination nanoparticles synchronize delivery of multiple drugs in a single, long-acting, targeted dose. Two distinct classes of long-acting injectable products are proposed based on pharmacokinetic mechanisms. Class I involves sustained release at the injection site, and Class II involves a drug-carrier complex composed of lopinavir, ritonavir, and tenofovir uptake and retention in the lymphatic system before systemic access. This review used data from three nonhuman primate studies, consisting of nine pharmacokinetic data sets, to support clinical development of Class II products. Eight of nine models passed validation, and the drug–drug interaction identified in the ninth model can be accounted for in the final model. Supported by ORIP (P51OD010425, U42OD011123), NIAID, and NHLBI.