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Multimodal characterization of antigen-specific CD8 + T cells across SARS-CoV-2 vaccination and infection

Zhang, Bingjie; Upadhyay, Rabi; Hao, Yuhan; Samanovic, Marie I; Herati, Ramin S; Blair, John; Axelrad, Jordan; Mulligan, Mark J; Littman, Dan R; Satija, Rahul
The human immune response to SARS-CoV-2 antigen after infection or vaccination is defined by the durable production of antibodies and T cells. Population-based monitoring typically focuses on antibody titer, but there is a need for improved characterization and quantification of T cell responses. Here, we utilize multimodal sequencing technologies to perform a longitudinal analysis of circulating human leukocytes collected before and after BNT162b2 immunization. Our data reveal distinct subpopulations of CD8 + T cells which reliably appear 28 days after prime vaccination (7 days post boost). Using a suite of cross-modality integration tools, we define their transcriptome, accessible chromatin landscape, and immunophenotype, and identify unique biomarkers within each modality. By leveraging DNA-oligo-tagged peptide-MHC multimers and T cell receptor sequencing, we demonstrate that this vaccine-induced population is SARS-CoV-2 antigen-specific and capable of rapid clonal expansion. Moreover, we also identify these CD8 + populations in scRNA-seq datasets from COVID-19 patients and find that their relative frequency and differentiation outcomes are predictive of subsequent clinical outcomes. Our work contributes to our understanding of T cell immunity, and highlights the potential for integrative and multimodal analysis to characterize rare cell populations.
PMCID:9900816
PMID: 36747786
ISSN: 2692-8205
CID: 5522692

Vaccine-Acquired SARS-CoV-2 Immunity versus Infection-Acquired Immunity: A Comparison of Three COVID-19 Vaccines

Samanovic, Marie I; Oom, Aaron L; Cornelius, Amber R; Gray-Gaillard, Sophie L; Karmacharya, Trishala; Tuen, Michael; Wilson, Jimmy P; Tasissa, Meron F; Goins, Shelby; Herati, Ramin Sedaghat; Mulligan, Mark J
Around the world, rollout of COVID-19 vaccines has been used as a strategy to end COVID-19-related restrictions and the pandemic. Several COVID-19 vaccine platforms have successfully protected against severe SARS-CoV-2 infection and subsequent deaths. Here, we compared humoral and cellular immunity in response to either infection or vaccination. We examined SARS-CoV-2 spike-specific immune responses from Pfizer/BioNTech BNT162b2, Moderna mRNA-1273, Janssen Ad26.COV2.S, and SARS-CoV-2 infection approximately 4 months post-exposure or vaccination. We found that these three vaccines all generate relatively similar immune responses and elicit a stronger response than natural infection. However, antibody responses to recent viral variants are diminished across all groups. The similarity of immune responses from the three vaccines studied here is an important finding in maximizing global protection as vaccination campaigns continue.
PMCID:9782527
PMID: 36560562
ISSN: 2076-393x
CID: 5522682

UNDERSTANDING MOLECULAR CONSEQUENCES OF IMMUNOTHERAPY ON THE GERMINAL CENTER AXIS [Meeting Abstract]

Solis, S; Muramatsu, T; Gray-Gaillard, S; Herati, R
Background Checkpoint inhibitor (CPI) antibodies induce blockade of CTLA-4 and PD-1 to reinvigorate the immune system to induce tumor cell clearance. Despite the success of CPI in cancer treatment, CPIs often result in toxicity due to immune related adverse events (irAEs).1 Both mechanistic understanding and predictive biomarkers for irAEs is lacking. It is necessary to characterize the effect of CPI on the immune system to reduce therapeutic toxicity and improve patient outcomes. CD4 T follicular helper cells (Tfh) strongly express PD-1 and CTLA-4, yet little is known about the effects of CPI on these cells. Tfh provide help to antibody producing B cells within germinal centers in lymphoid tissue.2 Although this is an essential mechanism of adaptive immunity, several groups have shown hyperactivity in Tfh drives germinal center activity, resulting in increased help to autoreactive B cells and the generation of disease-causing autoantibodies.3, 4, 5 In the context of CPI, Tfh dysfunction may also drive the induction of autoantibodies and associated irAEs. Methods Using flow cytometry and scRNAseq, we are analyzing PBMC samples from the Checkmate-238 clinical trial in which patients with resected stage III or IV melanoma received either aPD-1 or aCTLA-4 monotherapy.6Patients had blood drawn on the same day as the first immunotherapy infusion (baseline) and two weeks post-baseline. Tfh may be key to understanding irAE, but the study of Tfh in humans is challenging as these cells are commonly found in germinal centers of lymph nodes. To overcome this, our group has shown that circulating Tfh cells (cTfh) are recent emigrants from the lymph node and can be used to study cellular dynamics.7 Results In this study, aCTLA-4-treated patients developed irAE at higher rates than aPD1-treated patients, with 46% of aCTLA-4 patients developing Grade 3 or 4 irAE compared to 14% of aPD-1 patients.6 We are interested in determining if the higher rate of irAE associated with aCTLA-4 was correlated to cTfh responses. Indeed, in flow cytometry studies, our lab identified a dramatic induction of activated cTfh following aCTLA-4 but not aPD-1 therapy, with a median foldchange of 7.5 within two weeks after baseline in aCTLA-4 patients but no difference in aPD-1 patients (figure 1). Conclusions The greater influx of cTfh and higher incidence of severe irAEs suggest that aCTLA-4 therapy may predispose patients to dysregulated Tfh proliferation and induction of autoantibody responses.
EMBASE:639738086
ISSN: 2051-1426
CID: 5379432

Increased resistance of SARS-CoV-2 Omicron variant to neutralization by vaccine-elicited and therapeutic antibodies

Tada, Takuya; Zhou, Hao; Dcosta, Belinda M; Samanovic, Marie I; Chivukula, Vidya; Herati, Ramin S; Hubbard, Stevan R; Mulligan, Mark J; Landau, Nathaniel R
BACKGROUND:SARS-CoV-2 vaccines currently authorized for emergency use have been highly successful in preventing infection and lessening disease severity. The vaccines maintain effectiveness against earlier SARS-CoV-2 Variants of Concern but the heavily mutated, highly transmissible Omicron variant presents an obstacle both to vaccine protection and monoclonal antibody therapies. METHODS:Pseudotyped lentiviruses were incubated with serum from vaccinated and boosted donors or therapeutic monoclonal antibody and then applied to target cells. After 2 days, luciferase activity was measured in a microplate luminometer. Resistance mutations of the Omicron spike were identified using point-mutated spike protein pseudotypes and mapped onto the three-dimensional spike protein structure. FINDINGS/RESULTS:Virus with the Omicron spike protein was 26-fold resistant to neutralization by recovered donor sera and 26-34-fold resistance to Pfizer BNT162b2 and Moderna vaccine-elicited antibodies following two immunizations. A booster immunization increased neutralizing titres against Omicron. Neutralizing titres against Omicron were increased in the sera with a history of prior SARS-CoV-2 infection. Analysis of the therapeutic monoclonal antibodies showed that the Regeneron and Eli Lilly monoclonal antibodies were ineffective against the Omicron pseudotype while Sotrovimab and Evusheld were partially effective. INTERPRETATION/CONCLUSIONS:The results highlight the benefit of a booster immunization to protect against the Omicron variant and demonstrate the challenge to monoclonal antibody therapy. The decrease in neutralizing titres against Omicron suggest that much of the vaccine efficacy may rely on T cells. FUNDING/BACKGROUND:The work was funded by grants from the NIH to N.R.L. (DA046100, AI122390 and AI120898) and 55 to M.J.M. (UM1AI148574).
PMCID:9021600
PMID: 35465948
ISSN: 2352-3964
CID: 5205452

Immunogenicity after heterologous third dose COVID-19 vaccination in a heart transplant recipient [Letter]

Mehta, Sapna A; Reyentovich, Alex; Montgomery, Robert A; Segev, Dorry L; Gebel, Howard M; Bray, Robert A; Samanovic, Marie I; Cornelius, Amber R; Mulligan, Mark J; Herati, Ramin S
PMID: 35107835
ISSN: 1399-0012
CID: 5153612

Evaluation of Immune Response and Disease Status in SLE Patients Following SARS-CoV-2 Vaccination

Izmirly, Peter M; Kim, Mimi Y; Samanovic, Marie; Fernandez-Ruiz, Ruth; Ohana, Sharon; Deonaraine, Kristina K; Engel, Alexis J; Masson, Mala; Xie, Xianhong; Cornelius, Amber R; Herati, Ramin S; Haberman, Rebecca H; Scher, Jose U; Guttmann, Allison; Blank, Rebecca B; Plotz, Benjamin; Haj-Ali, Mayce; Banbury, Brittany; Stream, Sara; Hasan, Ghadeer; Ho, Gary; Rackoff, Paula; Blazer, Ashira D; Tseng, Chung-E; Belmont, H Michael; Saxena, Amit; Mulligan, Mark J; Clancy, Robert M; Buyon, Jill P
OBJECTIVE:To evaluate seroreactivity and disease flares after COVID-19 vaccination in a multi-ethnic/racial cohort of patients with systemic lupus erythematosus (SLE). METHODS:90 SLE patients and 20 healthy controls receiving a complete COVID-19 vaccine regimen were included. IgG seroreactivity to the SARS-CoV-2 spike receptor-binding domain (RBD) and SARS-CoV-2 microneutralization were used to evaluate B cell responses; IFN-γ production to assess T cell responses was measured by ELISpot. Disease activity was measured by the hybrid SLE disease activity index (SLEDAI) and flares were assigned by the SELENA/SLEDAI flare index. RESULTS:Overall, fully vaccinated SLE patients produced significantly lower IgG antibodies against SARS-CoV-2 spike RBD than controls. Twenty-six SLE patients (28.8%) generated an IgG response below that of the lowest control (<100 units/ml). In logistic regression analyses, the use of any immunosuppressant or prednisone and a normal anti-dsDNA level prior to vaccination associated with decreased vaccine responses. IgG seroreactivity to the SARS-CoV-2 Spike RBD strongly correlated with the SARS-CoV-2 microneutralization titers and antigen-specific IFN-γ production determined by ELISpot. In a subset of patients with poor antibody responses, IFN-γ production was likewise diminished. Pre-/post-vaccination SLEDAI scores were similar. Only 11.4% of patients had a post-vaccination flare; 1.3% were severe. CONCLUSION/CONCLUSIONS:In a multi-ethnic/racial study of SLE patients 29% had a low response to the COVID-19 vaccine which was associated with being on immunosuppression. Reassuringly, disease flares were rare. While minimal protective levels remain unknown, these data suggest protocol development is needed to assess efficacy of booster vaccination.
PMCID:8426963
PMID: 34347939
ISSN: 2326-5205
CID: 5046532

Neutralization of SARS-CoV-2 Variants by mRNA and Adenoviral Vector Vaccine-Elicited Antibodies

Tada, Takuya; Zhou, Hao; Samanovic, Marie I; Dcosta, Belinda M; Cornelius, Amber; Herati, Ramin S; Mulligan, Mark J; Landau, Nathaniel R
The increasing prevalence of SARS-CoV-2 variants has raised concerns regarding possible decreases in vaccine effectiveness. Here, neutralizing antibody titers elicited by mRNA-based and adenoviral vector-based vaccines against variant pseudotyped viruses were measured. BNT162b2 and mRNA-1273-elicited antibodies showed modest neutralization resistance against Beta, Delta, Delta plus and Lambda variants whereas Ad26.COV2.S-elicited antibodies from a significant fraction of vaccinated individuals had less neutralizing titer (IC50 <50). The data underscore the importance of surveillance for breakthrough infections that result in severe COVID-19 and suggest a potential benefit by second immunization following Ad26.COV2.S to increase protection from current and future variants.
PMID: 35350781
ISSN: 1664-3224
CID: 5201082

Antibody Response and Cellular Phenotyping in Kidney Transplant Recipients Following SARS-CoV-2 Vaccination [Meeting Abstract]

Ali, NM; Miles, J; Mehta, S; Tatapudi, V; Lonze, B; Weldon, E; Stewart, Z; DiMaggio, C; Allen, J; Gray-Gaillard, S; Solis, S; Tuen, M; Leonard, J; Montgomery, R; Herati, R
ORIGINAL:0015583
ISSN: 1600-6143
CID: 5231042

Antibody Response and Molecular Graft Surveillance in Kidney Transplant Recipients Following Sars-CoV-2 Vaccination [Meeting Abstract]

Ali, NM; Miles, J; Mehta, S; Tatapudi, V; Stewart, Z; Lonze, B; Mangiola, M; DiMaggio, C; Weldon, E; Saeed, I; Leonard, J; Herati, R; Thomas, J; Michael, J; Hickson, C; Cartiera, K; Montgomery, R
ORIGINAL:0015587
ISSN: 1600-6143
CID: 5231082

High-titer neutralization of Mu and C.1.2 SARS-CoV-2 variants by vaccine-elicited antibodies of previously infected individuals

Tada, Takuya; Zhou, Hao; Dcosta, Belinda M; Samanovic, Marie I; Cornelius, Amber; Herati, Ramin S; Mulligan, Mark J; Landau, Nathaniel R
Recently identified severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants Mu and C.1.2 have spike proteins with mutations that may confer resistance to natural and vaccine-elicited antibodies. Analysis of neutralizing antibody titers in the sera of vaccinated individuals without previous history of infection and from convalescent individuals show partial resistance of the viruses. In contrast, sera from individuals with a previous history of SARS-CoV-2 infection who were subsequently vaccinated neutralize variants with titers 4- to 11-fold higher, providing a rationale for vaccination of individuals with previous infection. The heavily mutated C.1.2 spike is the most antibody neutralization-resistant spike to date; however, the avidity of C.1.2 spike protein for angiotensin-converting enzyme 2 (ACE2) is low. This finding suggests that the virus evolved to escape the humoral response but has a decrease in fitness, suggesting that it may cause milder disease or be less transmissible. It may be difficult for the spike protein to evolve to escape neutralizing antibodies while maintaining high affinity for ACE2.
PMCID:8687746
PMID: 34982967
ISSN: 2211-1247
CID: 5107032