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Cloning and Selection from Antigen Fragment Libraries for Epitope Identification
Silverman, Gregg J
To understand what drives an immune response, it is important to characterize, at a molecular level, the site(s) on an immunogenic antigen that is directly contacted by a soluble antibody or B-cell antigen receptor (BCR) on the surface of a B lymphocyte. Moreover, antibody binding interactions with a microbial protein can interfere with the functional activity of a toxin (i.e., neutralization) and/or can aid in the clearance of the microbial protein from the body, further underscoring the importance of such characterization. Phage display technology is a potent tool that can be used to study any type of protein-protein interaction. In recent years, we have refined methods for the identification of the minimal binding contact sites of an antibody with an antigen. Here, we describe a workflow for optimizing antibody-mediated selection and for the identification and characterization of antigen-specific epitopes. This workflow includes (1) the generation of large libraries of random fragments of a gene of interest cloned into the validated pComb-Opti8 phagemid expression cloning vector system; (2) electroporation of these libraries into electrocompetent bacterial cells and subsequent recovery of viral particles, each of which displays the cloned gene fragment product as a fusion protein with the filamentous phage major coat protein VIII (pVIII); (3) recovery of individual phagemid clones that express the smallest functional epitopes recognized by an experimental antibody; (4) an efficient means of using high-throughput DNA sequencing to interrogate sequentially selected libraries to rapidly identify the gene subregions encoding epitopes of interest; and (5) means for the further characterization of potential antibody-epitope binding interactions.
PMID: 41203421
ISSN: 1559-6095
CID: 5960502
Insights from the Study of B-Cell Epitopes of a Microbial Pathogen by Phage Display
Silverman, Gregg J
The human immune system evolved to defend against the panoply of microbial threats. By harnessing such ability, vaccines have cumulatively saved hundreds of millions of lives. Despite such tremendous success, there have also been remarkable failures, such as the lack of a clinically proven vaccine against Staphylococcus aureus (SA), which continues to pose an urgent public health threat. In practice, it has proven challenging to identify the molecular basis for relevant epitopes for this pathogen. Here, we summarize our experience implementing an integrated approach using phage display technology for the identification of B-cell epitopes of microbial virulence factors, which we developed with a focus on SA. This approach was used to define minimal B-cell epitopes of the staphylococcal leucocidin family of pore-forming toxins (PFTs) that have been implicated in staphylococcal clinical infection. Our methodology provides proof of principle for an approach well suited for the rapid and efficient generation of modular protein-based vaccines for protection from clinical infection, which can be used to target pathogens for which no vaccine is currently available.
PMID: 41203422
ISSN: 1559-6095
CID: 5960512
Gut Expansion of a Human Lupus Pathobiont is Associated With Autoantibody Production and T Cell Dysregulation
Ma, Longhuan; Ge, Yong; Six, Natalie; Choi, Seung-Chul; Brown, Josephine; Castellanos Garcia, Abigail; Mohamadzadeh, Mansour; Silverman, Gregg J; Morel, Laurence
OBJECTIVE:The mechanisms by which the gut microbiome contributes to lupus pathogenesis remain poorly understood. The anaerobe Ruminococcus gnavus (RG) expands in patients with lupus in association with flares. The goal of this study was to determine the mechanisms by which candidate pathobiont lipoglycan-producing RG2 may contribute to autoimmunity and to identify factors promoting its expansion. METHODS:The consequences of RG colonization or depletion were evaluated in the B6.Sle1.Sle2.Sle3 triple congenic (TC) lupus model by flow cytometry and enzyme-linked immunosorbent assay. RG lysates were tested on Treg cells in vitro. Fecal microbiota transfers evaluated the contribution of the microbiome origin from lupus or control donors and dietary tryptophan. RG1 and RG2 growth and metabolome were evaluated in response to tryptophan in vitro. RESULTS:Only RG2 stably colonized TC mice, in which it induced autoantibody production and T cell activation. Depletion of anaerobes had the opposite effect, with an increased Treg frequency. RG2 induced Treg apoptosis in cocultures with dendritic cells. RG is present in TC microbiota, from which it is amplified by tryptophan. The combination of TC microbiota and high dietary tryptophan induced autoimmune activation and intestinal inflammation in healthy control mice. Finally, tryptophan enhanced RG2 growth and production of immunomodulatory metabolites. CONCLUSION/CONCLUSIONS:RG2 contributes to autoimmune activation, at least by inducing Treg apoptosis. The expansion of this pathobiont is promoted by host genetic factors and tryptophan metabolism. Thus, targeted RG2 depletion may improve disease outcomes in patients with lupus.
PMCID:12052470
PMID: 40324961
ISSN: 2578-5745
CID: 5838972
The influence of the gut microbiota on B cells in autoimmune diseases
He, Lun; Li, Xin; Jiang, Shan; Ou, Yanhua; Wang, Shanshan; Shi, Na; Yang, Zhongshan; Yuan, Jia-Li; Silverman, Gregg; Niu, Haitao
Mounting evidence shows that gut microbiota communities and the human immune system coexist and influence each other, and there are a number of reports of a correlation between specific changes in gut microbiota and the occurrence of autoimmune diseases. B lymphocytes play a central role in the regulation of both gut microbiota communities and in autoimmune diseases. Here, we summarize evidence of the influence of gut microbiota-B cell pathways on autoimmune diseases and how B cells regulate microorganisms, which provides mechanistic insights with relevance for identification of potential therapeutic targets and related fields.
PMCID:12016346
PMID: 40264032
ISSN: 1528-3658
CID: 5830202
B cell-extrinsic and intrinsic factors linked to early immune repletion after anti-CD20 therapy in patients with multiple sclerosis of African ancestry
Silverman, Gregg J; Amarnani, Abhimanyu N; Armini, Arnaldo A; Kim, Angie; Kopinsky, Hannah; Fenyo, David; Kister, Ilya
INTRODUCTION/UNASSIGNED:Recent investigations have identified patients of African ancestry (AA) with Multiple Sclerosis (MS), who display more rapid B-cell repopulation after standard semi-annual infusions with an anti-CD20 monoclonal antibody for B cell depletion. In this study, we explored the immunologic and genetic factors, with, serum drug monitoring that may contribute to a faster rate of B-cell repletion that follows during recovery from treatment with anti-CD20 antibody. METHODS/UNASSIGNED:In AA MS patients treated with an anti-CD20 antibody that had early repopulation of peripheral blood B cells, we assessed for extrinsic factors, including the presence of anti-drug antibodies against ocrelizumab, which may contribute to early repletion. We also documented the associated serum drug levels. In addition, we examined for inheritance of intrinsic gene polymorphisms associated with B cell survival and immune function. RESULTS/UNASSIGNED:Our findings identified a subset of AA patients with early B cell repletion after anti-CD20 treatment associated with anti-drug antibodies and an absence of detectable drug. Furthermore, a separate set of AA patients with the early B cell repletion phenotype without anti-drug antibodies had significant over-representation of genetic polymorphisms that map to genes for the B cell survival factor, BAFF, to antibody-dependent cytotoxicity, and to pathways involved in inflammation, leukocyte activation and B cell differentiation. DISCUSSION/UNASSIGNED:In AA patients with MS, after anti-CD20 antibody treatment we found an unexpected high occurrence of early B cell replenishment. This was associated with the presence of anti-drug antibodies and/or specific genetic polymorphisms. Larger studies are now needed to determine whether these factors may lead to impaired therapeutic benefits of B cell targeted therapy and clinical progression, and these findings may be useful to guide future optimized personalized therapeutic strategies.
PMCID:12185503
PMID: 40557147
ISSN: 1664-3224
CID: 5874712
Natalizumab and fumarate treatment differentially modulate CD4+ T cell and B cell subtypes in multiple sclerosis patients without impacting durable COVID-19 vaccine responses
Curtin, Ryan; Velmurugu, Yogambigai; Dibba, Fatoumatta; Hao, Yuan; Nyovanie, Samantha; Lopez, Andrea; Mieles, David; Ng, Courtney; Perdomo, Katherine; Scott, Nicole; Lewin, James B; Avila, Robin L; Smrtka, Jen; Patskovsky, Yury; Howard, Jonathan; Silverman, Gregg J; Krogsgaard, Michelle
BACKGROUND/UNASSIGNED:There is a greater risk of complications from severe COVID-19 in immunocompromised patients with multiple sclerosis (pwMS) treated with certain disease-modifying therapies (DMTs), as well as a diminished vaccine response. METHODS/UNASSIGNED:In this exploratory, observational study, we recruited 28 patients with Relapsing Remitting MS (RRMS, n=24) or Secondary Progressive MS (SPMS, n=4), that were receiving treatment with either natalizumab or fumarates (diroximel or dimethyl) prior to baseline sample collection. Blood samples were collected before vaccination (baseline), between 4 weeks and 6 months post vaccination, and post booster administration. A multiplex bead immunoassay (MBI) was used to measure anti-Spike IgG, while IFNγ and IL-2 ELISpot assays were used to determine T cell activation. A 35-color spectral flow cytometry panel was used to phenotype bulk B and T cells and SARS-CoV-2-specific T cells, while dimensionality reduction was performed for further phenotypic analysis. RESULTS/UNASSIGNED:We observed a significantly increased absolute lymphocyte count (ALC) (p=0.0003) in natalizumab-treated pwMS when compared to fumarate-treated pwMS primarily due to increased circulating CD19+ B cells. Fumarate-treated pwMS exhibited a diminished Th1/Th2 ratio when compared to natalizumab-treated pwMS (p=0.0004) or healthy controls (p=0.0745), while natalizumab treatment marginally increased the Th1/Th2 ratio compared to healthy controls (p=0.1311). The observed increase in B cells in natalizumab-treated pwMS were predominantly memory B cells, and double negative (DN) B cells. However, no significant differences between the treatment groups were seen in terms of Spike IgG titers following the initial vaccination course or booster dose, nor in SARS-CoV-2-specific CD4+ responses, all of which remained robust for at least 6 months post-vaccination. The magnitude of humoral and cellular immune responses in both treatment groups were comparable to vaccinated healthy controls. Additionally, SARS-CoV-2 spike-specific CD4+ T cell phenotyping revealed a Th2 dominant response to booster dose in natalizumab-treated pwMS (p=0.0485) but not fumarate-treated pwMS. CONCLUSION/UNASSIGNED:pwMS treated with natalizumab or fumarates exhibit similarly robust and durable SARS-CoV-2 specific T cell and humoral responses following vaccination and booster dose. DMT-treated pwMS showing comparable responses to healthy individuals following initial vaccination supports the notion that treatment with these specific DMTs does not diminish strong, long-lasting immunity conferred by COVID-19 vaccination, despite the phenotypic differences modulated by each therapy.
PMCID:12672258
PMID: 41346586
ISSN: 1664-3224
CID: 5975242
Correction: B cell-extrinsic and intrinsic factors linked to early immune repletion after anti-CD20 therapy in patients with multiple sclerosis of African ancestry
Silverman, Gregg J; Amarnani, Abhimanyu N; Arbini, Arnaldo A; Kim, Angie; Kopinsky, Hannah; Fenyo, David; Kister, Ilya
[This corrects the article DOI: 10.3389/fimmu.2025.1590165.].
PMID: 40766327
ISSN: 1664-3224
CID: 5905072
Longitudinal study of immunity to SARS-CoV2 in ocrelizumab-treated MS patients up to 2 years after COVID-19 vaccination
Kister, Ilya; Curtin, Ryan; Piquet, Amanda L; Borko, Tyler; Pei, Jinglan; Banbury, Barbara L; Bacon, Tamar E; Kim, Angie; Tuen, Michael; Velmurugu, Yogambigai; Nyovanie, Samantha; Selva, Sean; Samanovic, Marie I; Mulligan, Mark J; Patskovsky, Yury; Priest, Jessica; Cabatingan, Mark; Winger, Ryan C; Krogsgaard, Michelle; Silverman, Gregg J
OBJECTIVES/OBJECTIVE:(1) To plot the trajectory of humoral and cellular immune responses to the primary (two-dose) COVID-19 mRNA series and the third/booster dose in B-cell-depleted multiple sclerosis (MS) patients up to 2 years post-vaccination; (2) to identify predictors of immune responses to vaccination; and (3) to assess the impact of intercurrent COVID-19 infections on SARS CoV-2-specific immunity. METHODS:Sixty ocrelizumab-treated MS patients were enrolled from NYU (New York) and University of Colorado (Anschutz) MS Centers. Samples were collected pre-vaccination, and then 4, 12, 24, and 48 weeks post-primary series, and 4, 12, 24, and 48 weeks post-booster. Binding anti-Spike antibody responses were assessed with multiplex bead-based immunoassay (MBI) and electrochemiluminescence (Elecsys®, Roche Diagnostics), and neutralizing antibody responses with live-virus immunofluorescence-based microneutralization assay. Spike-specific cellular responses were assessed with IFNγ/IL-2 ELISpot (Invitrogen) and, in a subset, by sequencing complementarity determining regions (CDR)-3 within T-cell receptors (Adaptive Biotechnologies). A linear mixed-effect model was used to compare antibody and cytokine levels across time points. Multivariate analyses identified predictors of immune responses. RESULTS:The primary vaccination induced an 11- to 208-fold increase in binding and neutralizing antibody levels and a 3- to 4-fold increase in IFNγ/IL-2 responses, followed by a modest decline in antibody but not cytokine responses. Booster dose induced a further 3- to 5-fold increase in binding antibodies and 4- to 5-fold increase in IFNγ/IL-2, which were maintained for up to 1 year. Infections had a variable impact on immunity. INTERPRETATION/CONCLUSIONS:Humoral and cellular benefits of COVID-19 vaccination in B-cell-depleted MS patients were sustained for up to 2 years when booster doses were administered.
PMID: 38713096
ISSN: 2328-9503
CID: 5652462
Impaired immune responses in the airways are associated with poor outcome in critically ill COVID-19 patients
Barnett, Clea R; Krolikowski, Kelsey; Postelnicu, Radu; Mukherjee, Vikramjit; Sulaiman, Imran; Chung, Matthew; Angel, Luis; Tsay, Jun-Chieh J; Wu, Benjamin G; Yeung, Stephen T; Duerr, Ralf; Desvignes, Ludovic; Khanna, Kamal; Li, Yonghua; Schluger, Rosemary; Rafeq, Samaan; Collazo, Destiny; Kyeremateng, Yaa; Amoroso, Nancy; Pradhan, Deepak; Das, Sanchita; Evans, Laura; Uyeki, Timothy M; Ghedin, Elodie; Silverman, Gregg J; Segal, Leopoldo N; Brosnahan, Shari B
INTRODUCTION/UNASSIGNED:Mounting evidence indicates that an individual's humoral adaptive immune response plays a critical role in the setting of SARS-CoV-2 infection, and that the efficiency of the response correlates with disease severity. The relationship between the adaptive immune dynamics in the lower airways with those in the systemic circulation, and how these relate to an individual's clinical response to SARS-CoV-2 infection, are less understood and are the focus of this study. MATERIAL AND METHODS/UNASSIGNED:We investigated the adaptive immune response to SARS-CoV-2 in paired samples from the lower airways and blood from 27 critically ill patients during the first wave of the pandemic (median time from symptom onset to intubation 11 days). Measurements included clinical outcomes (mortality), bronchoalveolar lavage fluid (BALF) and blood specimen antibody levels, and BALF viral load. RESULTS/UNASSIGNED:While there was heterogeneity in the levels of the SARS-CoV-2-specific antibodies, we unexpectedly found that some BALF specimens displayed higher levels than the paired concurrent plasma samples, despite the known dilutional effects common in BALF samples. We found that survivors had higher levels of anti-spike, anti-spike-N-terminal domain and anti-spike-receptor-binding domain IgG antibodies in their BALF (p<0.05), while there was no such association with antibody levels in the systemic circulation. DISCUSSION/UNASSIGNED:Our data highlight the critical role of local adaptive immunity in the airways as a key defence mechanism against primary SARS-CoV-2 infection.
PMCID:11228597
PMID: 38978558
ISSN: 2312-0541
CID: 5732242
The gut microbiome in systemic lupus erythematosus: lessons from rheumatic fever
Silverman, Gregg J; Azzouz, Doua F; Gisch, Nicolas; Amarnani, Abhimanyu
For more than a century, certain bacterial infections that can breach the skin and mucosal barriers have been implicated as common triggers of autoimmune syndromes, especially post-infection autoimmune diseases that include rheumatic fever and post-streptococcal glomerulonephritis. However, only in the past few years has the importance of imbalances within our own commensal microbiota communities, and within the gut, in the absence of infection, in promoting autoimmune pathogenesis become fully appreciated. A diversity of species and mechanisms have been implicated, including disruption of the gut barrier. Emerging data suggest that expansions (or blooms) of pathobiont species are involved in autoimmune pathogenesis and stimulate clonal expansion of T cells and B cells that recognize microbial antigens. This Review discusses the relationship between the gut microbiome and the immune system, and the potential consequence of disrupting the community balance in terms of autoimmune development, focusing on systemic lupus erythematosus. Notably, inter-relationships between expansions of certain members within gut microbiota communities and concurrent autoimmune responses bear features reminiscent of classical post-infection autoimmune disease. From such insights, new therapeutic opportunities are being considered to restore the balance within microbiota communities or re-establishing the gut-barrier integrity to reinforce immune homeostasis in the host.
PMID: 38321297
ISSN: 1759-4804
CID: 5632582