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- HIV/AIDS
- Rare Diseases
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.
Intrinsic Link Between PGRN and GBA1 D409V Mutation Dosage in Potentiating Gaucher Disease
Lin et al., Human Molecular Genetics. 2024.
https://doi.org/10.1093/hmg/ddae113
Gaucher disease (GD) is an autosomal recessive disorder and one of the most common lysosomal storage diseases. GD is caused by mutations in the GBA1 gene that encodes glucocerebrosidase (GCase), a lysosomal protein involved in glyocolipid metabolism. Progranulin (PGRN, encoded by GRN) is a modifier of GCase, and GRN mutant mice exhibit a GD-like phenotype. The researchers in this study aimed to understand the relationship between GCase and PGRN. They generated a panel of mice with various doses of the GBA1 D409V mutation in the GRN-/- background and characterized the animals’ disease progression using biochemical, pathological, transcriptomic, and neurobehavioral analyses. Homozygous (GRN-/-, GBA1 D409V/D409V) and hemizygous (GRN-/-, GBA1 D409V/null) animals exhibited profound inflammation and neurodegeneration compared to PG96 wild-type mice. Compared to homozygous mice, hemizygous mice showed more profound phenotypes (e.g., earlier onset, increased tissue fibrosis, shorter life span). These findings offer insights into GD pathogenesis and indicate that GD severity is affected by GBA1 D409V dosage and the presence of PGRN. Supported by ORIP (R21OD033660) and NINDS.
Immunization With Germ Line–Targeting SOSIP Trimers Elicits Broadly Neutralizing Antibody Precursors in Infant Macaques
Nelson et al., Science Immunology. 2024.
https://www.science.org/doi/10.1126/sciimmunol.adm7097
Broadly neutralizing antibodies (bnAbs) offer a promising approach for preventing and treating HIV infection, but the ability to induce bnAbs at protective levels has been a challenge. Previous studies have shown that children living with HIV develop bnAbs more efficiently than adults living with HIV. This study evaluated the ability of a stabilized form of Env—SOSIP—to elicit an immune response in young rhesus macaques. The SOSIP protein was engineered to activate naïve B cells expressing germline antibody precursors. Infant macaques were immunized with wild-type SOSIP (SOSIP) or germline-targeting SOSIP (GT1.1), followed by a SOSIP booster. Both SOSIP and GT1.1 induced a protective immune response, but only GT1.1 induced VRC01-like bnAb precursors—antibodies that bind Env’s CD4-binding site and provide the broadest possible protection. These results represent a possible childhood HIV immunization strategy that would elicit protective immunity before sexual debut. Supported by ORIP (P51OD011107), NCI, and NIAID.
Modeling Resistance to the Broadly Neutralizing Antibody PGT121 in People Living With HIV-1
Cassidy et al., PLOS Computational Biology. 2024.
https://pubmed.ncbi.nlm.nih.gov/38551976/
PGT121 is a broadly neutralizing antibody that demonstrated potent antiviral activity in an early clinical trial. Resistance to PGT121 monotherapy rapidly occurred in the majority of participants (sex unspecified), and the rebound viruses were entirely resistant to PGT121-mediated neutralization. However, two participants experienced long-term antiretroviral therapy–free viral suppression following antibody infusion and retained sensitivity to PGT121 upon viral rebound. Mathematical models showed the importance of the relative fitness difference between PGT121-sensitive and -resistant subpopulations prior to treatment. Researchers identified the treatment-induced competitive advantage of a resistant population as a primary driver of resistance and emphasized the high neutralization ability of PGT121 in both participants who exhibited long-term viral control. Supported by ORIP (R01OD011095) and NIAID.
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.
Early Antiretroviral Therapy in SIV-Infected Rhesus Macaques Reveals a Multiphasic, Saturable Dynamic Accumulation of the Rebound Competent Viral Reservoir
Keele et al., PLOS Pathogens. 2024.
https://pubmed.ncbi.nlm.nih.gov/38593120/
Researchers studied the dynamics of rebound-competent viral reservoir (RCVR) establishment in male and female rhesus macaques and assessed viral time-to-rebound and reactivation rates resulting from the discontinuation of antiretroviral therapy (ART) after 1 year. All rhesus macaques rebounded between 7 and 16 days after ART, with 3 to 28 rebound lineages. Calculated reactivation rates per pre-ART plasma viral load were consistent with multiphasic establishment and near saturation of the RCVR within 2 weeks after infection. The data highlight the heterogeneity of the RCVR between rhesus macaques, the stochastic establishment of the very early RCVR, and the saturability of the RCVR prior to peak viral infection. Supported by ORIP (P51OD011092), NCI, and NIAID.
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.
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.
Vaccination Induces Broadly Neutralizing Antibody Precursors to HIV gp41
Schiffner et al., Nature Immunology. 2024.
https://pubmed.ncbi.nlm.nih.gov/38816615
Primary immunogens that induce rare broadly neutralizing antibody (bnAb) precursor B cells are needed to develop vaccines against viruses of high antigenic diversity. 10E8-class bnAbs must possess a long, heavy chain complementarity determining region 3 (HCDR3) with a specific binding motif. Researchers developed germline-targeting epitope scaffolds with an affinity for 10E8-class precursors that exhibited epitope structural mimicry and bound bnAb-precursor human naive B cells in ex vivo screens. Protein nanoparticles induced bnAb-precursor responses in stringent mouse models and rhesus macaques, and mRNA-encoded nanoparticles triggered similar responses in mice. This study showed that germline-targeting epitope scaffold nanoparticles can elicit rare bnAb-precursor B cells with predefined binding specificities and HCDR3 features. Supported by ORIP (P51OD011132, U42OD011023), NIAID, and NIGMS.
Natural Killer–Like B Cells Are a Distinct but Infrequent Innate Immune Cell Subset Modulated by SIV Infection of Rhesus Macaques
Manickam et al., PLOS Pathogens. 2024.
https://journals.plos.org/plospathogens/article?id=10.1371/journal.ppat.1012223
Natural killer–like B (NKB) cells express both natural killer (NK) and B cell receptors. Intracellular signaling proteins and trafficking markers were expressed differentially on naive NKB cells. CD20+ NKG2A/C+ NKB cells were identified in organs and lymph nodes of naive rhesus macaques (RMs). Single-cell RNA sequencing (scRNAseq) of sorted NKB cells confirmed that NKB cells are unique, and transcriptomic analysis of naive splenic NKB cells by scRNAseq showed that NKB cells undergo somatic hypermutation and express Ig receptors, similar to B cells. Expanded NKB frequencies were observed in RM gut and buccal mucosa after simian immunodeficiency virus (SIV) infection, and mucosal and peripheral NKB cells were associated with colorectal cytokine milieu and oral microbiome changes. NKB cells gated on CD3-CD14-CD20+NKG2A/C+ cells were inclusive of transcriptomically conventional B and NK cells in addition to true NKB cells, confounding accurate phenotyping and frequency recordings. Supported by ORIP (P51OD011132, S10OD026799) and NIAID.