Biology subjects

Gray, M. D.

Publications and source records attributed to Gray, M. D..

6 recordsLinked to original sources

bioRxiv2025

EndoGenius: Enabling comprehensive identification and quantitation of endogenous peptides

Structured abstractO_ST_ABSSummaryC_ST_ABSThe investigation of endogenous peptides, specifically with respect to neuropeptides, from mass spectrometry data is rife with bioinformatics bottlenecks, stemming from the low in vivo abundance of these analytes, increased susceptibility to degradation, and an immense search space of possible peptides. To address this, we present EndoGenius in its expanded form, strategically designed to optimize the searching for these endogenous peptides complemented with a pipeline designed for tasks including quantitation, spectral library building, motif extraction, and usage with data-independent acquisition workflows. Availability and ImplementationEndoGenius is released as an open-source software package under an MIT License. The EndoGenius package with a user interface can be installed from https://www.lilabs.org/resources. The source code for EndoGenius can be accessed at https://github.com/lingjunli-research/EndoGenius-v2.0. ContactLingjun.Li@wisc.edu

bioinformatics↗

bioRxiv2025

In vivo production of an anti-HIV antibody from primate hematopoietic cells by non-viral knock-in

Non-viral gene editing offers a practical alternative to viral delivery for durable biologics production. Clinical trials have shown that adeno-associated virus encoding broadly neutralizing antibodies can protect against HIV, but result in limited, short-lived responses. The development of non-viral gene editing approaches in hematopoietic stem and progenitor cells holds promise for long-term antibody production. In this study, we evaluated CRISPR/Cas9 and CRISPR/Cas12a for gene knock-in at the immunoglobulin heavy chain locus in non-human primate hematopoietic stem and progenitor cells. Delivering the nuclease as a protein alongside a custom DNA template, we optimized editing with Cas12a and demonstrated higher knock-in efficiency and fewer non-specific edits than Cas9. Transplantation of edited non-human primate hematopoietic stem and progenitor cells into MISTRG mice led to engraftment, B cell differentiation, and transgene expression of a reporter transgene or anti-HIV antibody after HIV immunization with detectable anti-HIV antibody titers in peripheral blood circulation. These findings demonstrate the feasibility of using non-viral gene editing in HSPC as a potential strategy for sustained biologics production in the treatment of chronic diseases such as HIV. Future work will assess the efficacy of this model in a non-human primate model of HIV infection.

immunology↗

bioRxiv2022

Validation of antigen tetramers for the detection of antigen-specific B cells

The study of antigen-specific lymphocytes has been a key advancement in immunology the past few decades. The development of multimerized probes containing antigens, peptide:MHC complexes, or other ligands was one innovation allowing the direct study antigen-specific lymphocytes by flow cytometry. While these types of studies are now common and performed by thousands of laboratories, quality control and assessment of probe quality is often minimal. In fact, many of these types of probes are made in-house and protocols vary between labs. While peptide:MHC multimers can often be obtained from commercial sources or core facilities, few such services exist for antigen multimers. To ensure high quality and consistency with ligand probes, we have developed an easy and robust multiplexed approach using commercially available beads able to bind antibodies specific for the ligand of interest. Using this assay, we have sensitively assessed the performance of peptide:MHC and antigen tetramers and find considerable batch-to-batch variability in performance and stability over time. This assay can also reveal common production errors such as miscalculation of antigen concentration. Unexpectedly, probes including the fluorochrome allophycocyanin exhibited more rapid performance decline compared to probes including the fluorochrome R-phycoerythrin when both were stored at 4{degrees}C. This performance decline was reduced for most, but not all, batches when antigen tetramers were instead stored at -20{degrees}C in 50% glycerol. This work could set the stage for the development of standardized assays for all commonly used ligand probes to limit lab-to-lab technical variation, and experimental failure due to probe underperformance.

immunology↗

bioRxiv2022

Cross-Protective Antibodies Against Common Endemic Respiratory Viruses

Respiratory syncytial virus (RSV), human metapneumovirus (HMPV), and human parainfluenza virus types one (HPIV1) and three (HPIV3) are a major cause of death, morbidity, and health care costs worldwide, and they can exact a significant toll on immunocompromised patients, the elderly, and those with underlying lung disease. There is an unmet medical need for safe and effective medications for many of the viruses responsible for common respiratory viral infections in vulnerable patient populations. While a protective monoclonal antibody exists for RSV, clinical use is limited to high-risk infant populations. Here, we present the discovery, in vitro characterization, and in vivo efficacy testing of two cross-neutralizing monoclonal antibodies, one targeting both HPIV3 and HPIV1 and the other targeting both RSV and HMPV. The 3x1 antibody is capable of targeting multiple parainfluenza viruses; the MxR antibody shares features with other previously reported monoclonal antibodies that are capable of neutralizing both RSV and HMPV. We obtained structures using cryo-electron microscopy of these antibodies in complex with their antigens to 3.62 [A] resolution for 3x1:HPIV3 and to 2.24 [A] for MxR:RSV, providing a structural basis to corroborate our in vitro characterization of binding and neutralization. Together, a cocktail of 3x1 and MxR could have clinical utility in providing broad protection against four of the respiratory viruses that cause significant morbidity and mortality in at-risk individuals.

microbiology↗

bioRxiv2022

Adjuvants influence the maturation of VRC01-like antibodies during immunization

Once naive B cells expressing germline VRC01-class B cell receptors become activated by germline-targeting immunogens, they enter germinal centers and undergo affinity maturation. Booster immunizations with heterologous Envs are required for the full maturation of VRC01-class antibodies. Here, we examined whether and how three adjuvants, Poly(I:C), GLA-LSQ, or Rehydragel, that activate different pathways of the innate immune system, influence the rate and type of somatic mutations accumulated by VRC01-class BCRs that become activated by the germline-targeting 426c.Mod.Core immunogen and the heterologous HxB2.WT.Core booster immunogen. We report that although the adjuvant used had no influence on the durability of plasma antibody responses after the prime, it influenced the plasma VRC01 antibody titers after the boost and the accumulation of somatic mutations on the elicited VRC01 antibodies. ONE SENTENCE SUMMARYVRC01-class BCRs with different somatic mutations are being selected depending on the adjuvant used during immunization

immunology↗

bioRxiv2021

Characterization of a vaccine-elicited human antibody with sequence homology to VRC01-class antibodies that binds the C1C2 gp120 domain

Broadly HIV-1 neutralizing VRC01-class antibodies bind the CD4-binding site of the HIV-1 envelope (Env) and contain VH1-2*02-derived heavy chains paired with light chains expressing five amino acid long CDRL3s. Their unmutated forms do not recognize Env or neutralize HIV-1. The lack of elicitation of VRC01-class antibodies in human clinical trials could potentially be due to the absence of activation of the corresponding naive B cells by the vaccine Env immunogens. To address this point directly, we examined Env-specific BCR sequences from participants in the HVTN 100 clinical trial. Of all the sequences analyzed only one displayed sequence homology to VRC01-class antibodies, but the corresponding antibody (FH1) recognized the C1C2 gp120 domain. For FH1 to switch epitope recognition to the CD4-binding site, alterations in both the CDRH3 and CDRL3 were necessary. Our findings support the use of specifically designed immunogens to activate VRC01-class B cells in future human vaccine trials.

immunology↗