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Biology subjects

Mayer, B. T.

Publications and source records attributed to Mayer, B. T..

7 recordsLinked to original sources

A Multiclass Mechanistic Model of Vaccine-Induced Humoral Response

Vaccine-induced humoral immunity emerges from complex interactions among competing B-cell populations and antibody production in response to antigen exposure, yet the mechanisms governing these interactions remain only partially understood. We developed a mechanistic mathematical model that integrates vaccine regimen features, immunogen kinetics, multiclass B-cell dynamics, and germinal center processes. The model was calibrated to data from the G001 HIV vaccine trial evaluating eOD-GT8, a germline-targeting immunogen designed to activate VRC01-class precursor B cells capable of developing into broadly neutralizing antibody-producing cells. The model reproduced key features of the observed B-cell and antibody responses, enabled estimation of class-specific activation and competition parameters, and supported investigation of the identifiability of competition parameters. Activation rates varied across B-cell classes, with memory B cells exhibiting substantially higher activation rates than naive B cells. Importantly, competition was stronger within than between classes, with the strongest competition occurring among VRC01-class B cells. These findings suggest that class-specific differences in activation and competition shape the magnitude and composition of vaccine-induced humoral response and may influence the expansion of broadly neutralizing antibody precursors. More broadly, the model provides a quantitative framework for dissecting multiclass B-cell competition and antibody responses, and for evaluating how vaccination strategies shape humoral immunity.

immunology↗

VRC01 Selects Rare HIV Escape Mutations After Acquisition in Antibody-Mediated Prevention Trials

Broadly neutralizing antibodies (bnAbs) show promise in HIV prevention, yet viral escape remains a challenge. In the Antibody Mediated Prevention (AMP) trials, the CD4 binding site (CD4bs) bNAb VRC01 blocked acquisition by VRC01-sensitive strains. However, its influence on viral evolution post-acquisition is not fully understood. Here we analyzed >12,000 HIV env sequences from 47 participants from the AMP trials, identifying VRC01-mediated de novo escape mutations in 8 of 26 VRC01-treated participants but none in 21 placebo participants. These mutations were found at very low frequency (<1%) in global viruses. Escape mutations, primarily located in the Loop-D and {beta}23/V5 regions of Env, conferred cross-resistance to several CD4bs bnAbs, while more potent CD4bs bnAbs like N6 and 1-18 largely retained their activity. Our findings demonstrate that prophylactic VRC01 can select for viral escape after infection, underscoring the need for next-generation bnAbs with improved breadth and potency to enhance durability and efficacy of antibody-based HIV prevention.

microbiology↗

Engineering Sustained-Release Broadly Neutralizing Antibody Formulations

Sustained serum levels of broadly neutralizing antibodies (bnAbs) are crucial for effective passive immunization against infectious diseases as protection persists only while these bnAbs remain at adequate concentrations within the body. Current obstacles, such as poor pharmacokinetics (PK) and burdensome administration, must be overcome to make bnAbs a viable option for pre- and post-exposure prophylaxis. In this work, we explore how a polymer-nanoparticle (PNP) hydrogel depot technology can be engineered to prolong protein delivery. In-vivo studies in mice and rats demonstrate prolonged protein release, and modeling efforts predict the impact of both the elimination half-life of the active pharmaceutical ingredient and hydrogel depot volume on overall pharmacokinetics. Moreover, flow cytometry characterization reveals that immune cell infiltration into the hydrogel depot can result in faster-than-expected release of antibody cargo on account of active transport via cellular uptake. We then demonstrate that co-formulation of antibodies with an anti-inflammatory agent reduces cellular infiltration and resulting active transport, further extending delivery and pharmacokinetics. Finally, multicompartmental modeling predicts the human PK profiles of clinically relevant HIV bnAbs delivered via subcutaneous hydrogel injection. These findings aid in the development of next generation hydrogel materials that stabilize and slowly release bnAbs for long-term pre-exposure immunoprophylaxis.

bioengineering↗

A Comprehensive Engineering Strategy Improves Potency and Manufacturability of a Near Pan-neutralizing Antibody Against HIV

Anti-HIV envelope broadly neutralizing antibodies (bnAbs) are alternatives to conventional antiretrovirals with the potential to prevent and treat infection, reduce latent reservoirs, and/or mediate a functional cure. Clinical trials with "first generation" bnAbs used alone or in combination show promising antiviral effects but also highlight that additional engineering of "enhanced" antibodies will be required for optimal clinical utility, while preserving or enhancing cGMP manufacturing capability. Here we report the engineering of an anti-CD4 binding-site (CD4bs) bnAb, N49P9.3, purified from the plasma of an HIV elite-neutralizer. Through a series of rational modifications we produced a variant that demonstrates: enhanced potency; superior antiviral activity in combination with other bnAbs; low polyreactivity; and longer circulating half-life. Additional engineering for manufacturing produced a final variant, eN49P9, with properties conducive to cGMP production. Overall, these efforts demonstrate the feasibility of developing enhanced anti-CD4bs bnAbs with greatly improved antiviral properties as well as potential translational value.

bioengineering↗

A novel HIV triple broadly neutralizing antibody (bNAb) combination-based passive immunization of infant rhesus macaques achieves durable protective plasma neutralization levels and mediates anti-viral effector functions.

To eliminate vertical HIV transmission and achieve therapy-free viral suppression among children living with HIV, novel strategies beyond antiretroviral therapy (ART) are necessary. Our group previously identified a triple bNAb combination comprising of 3BNC117, PGDM1400 and PGT151 that mediates robust in vitro neutralization and non-neutralizing effector functions against a cross-clade panel of simian human immunodeficiency viruses (SHIVs). In this study, we evaluated the safety, pharmacokinetics, and antiviral potency of this bNAb combination in infant rhesus macaques (RMs). We demonstrate that subcutaneous infusion of the triple bNAb regimen was well tolerated in pediatric monkeys and resulted in durable systemic and mucosal distribution. Plasma obtained from passively-immunized RMs demonstrated potent HIV-neutralizing and Fc-mediated antiviral effector functions. Finally, using the predicted serum neutralization 80% inhibitory dilution titer (PT80) biomarker, which was recently identified as a surrogate endpoint for evaluation of the preventative efficacy (PE) of bNAbs against mucosal viral acquisition in human clinical trials, we demonstrated that our regimen has a predicted PE[&ge;]90% against a large panel of plasma and breast milk-derived HIV strains and cross-clade SHIV variants. This data will guide the development of combination bNAbs for eliminating vertical HIV transmission and for achieving ART-free viral suppression among children living with HIV.

immunology↗

Thresholds for post-rebound viral control after CCR5 gene-edited autologous hematopoietic cell transplantation

Autologous, CCR5 gene-edited hematopoietic stem and progenitor cell (HSPC) transplantation is a promising strategy for achieving HIV remission. However, only a fraction of HSPCs can be edited ex vivo to provide protection against infection prior to autologous transplantation. The optimal transplantation conditions for achieving viral control in the absence of suppressive antiretroviral therapy (ART) are still unknown. We analyzed data from SHIV-1157ipd3N4-infected juvenile pig-tailed macaques that underwent autologous HSPC transplantation with and without CCR5 gene editing. We developed a mathematical model that recapitulates reconstitution of T cell subset counts and SHIV plasma viral loads in control and transplanted macaques. The model predicts that viral control can be obtained following ART treatment interruption (ATI) when: 1) levels of transplanted HSPCs are at least 10-fold higher than residual endogenous HSPCs after total body irradiation and 2) the fraction of protected HSPCs in the transplant achieves a threshold (73%-90%) sufficient to overcome transplantation-dependent loss of SHIV immunity. Under these conditions, if ATI is withheld until transplanted gene-modified cells engraft and reconstitute to a steady state, then spontaneous viral control is projected to occur immediately. Our results support strategies that 1) increase stem cell dose, 2) enhance potency of conditioning regimen, 3) elevate fraction of gene modified SHIV-resistant cells, 4) extend periods between HSPC transplantation and ATI with tracking of CD4+CCR5- cell recovery and / or 5) augment anti-SHIV immunity to achieve sustained SHIV remission. One Sentence SummaryAutologous transplantation of {Delta}CCR5 HSPCs may induce post-ATI SHIV control when the gene-edited cell dose is sufficient to overcome SHIV immunity loss.

microbiology↗

Viral diversity is an obligate consideration in CRISPR/Cas9 designs for HIV cure

RNA-guided CRISPR/Cas9 systems can be designed to mutate or excise the integrated HIV genome from latently infected cells and have therefore been proposed as a curative approach for HIV. However, most studies to date have focused on molecular clones with ideal target site recognition and do not account for target site variability observed within and between patients. For clinical success and broad applicability, guide RNA (gRNA) selection must account for circulating strain diversity and incorporate the within-host diversity of HIV. To address this, we identified a set of gRNAs targeting HIV LTR, gag and pol using publicly available sequences for these genes. We ranked gRNAs according to global conservation across HIV-1 group M and within subtypes A-C. By considering paired and triplet combinations of gRNAs, we found triplet sets of target sites such that at least one of the gRNAs in the set was present in over 98% of all globally-available sequences. We then selected 59 gRNAs from our list of highly-conserved LTR target sites and evaluated in vitro activity using a loss-of-function LTR-GFP fusion reporter. We achieved efficient GFP knockdown with multiple gRNAs and found clustering of highly active gRNA target sites near the middle of the LTR. Using published deep-sequence data from HIV-infected patients, we found that globally conserved sites also had greater within-host target conservation. Lastly, we developed a mathematical model based on varying distributions of within-host HIV sequence diversity and enzyme efficacy. We used the model to estimate the number of doses required to deplete the latent reservoir and achieve functional cure thresholds. Our modeling results highlight the importance of within-host target site conservation. While increased doses may overcome low target cleavage efficiency, inadequate targeting of rare strains is predicted to lead to rebound upon ART cessation even with many doses.\n\nAuthor summaryThe field of genome engineering has exploded over the last decade with the discovery of targeted endonucleases such as CRISPR/Cas9. Endonucleases are now being used to develop a wide range of therapeutics and their use has expanded into antiviral therapy against latent viral infections like HIV. The idea is to induce mutations in latent viral genomes that will render them replication-incompetent, thereby producing a functional cure. Although a great deal of progress has been made, most studies to date have relied on molecular clones that represent \"ideal\" targets. For clinical success and broad applicability, these therapies need to account for viral genetic diversity within and between individuals. Our paper examines the impact of HIV diversity on CRISPR-based cure strategies to determine the predictors of future clinical success. We performed an exhaustive and detailed computational analysis to identify optimal CRISPR target sites, taking into consideration both within-host and global viral diversity. We coupled this with laboratory testing of highly-conserved guides and compared measured activity to predicted results. Finally, we developed a mathematical model to predict the impact of enzyme activity and viral diversity on the number of doses of a CRISPR-based therapy needed to achieve a functional cure of HIV.

bioinformatics↗