Single-cell characteristics of longitudinal immune profiling in subjects with breakthrough infections caused by Omicron BA.5 sublineages
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PROVIDER: PRJNA1045548 | ENA |
REPOSITORIES: ENA
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Project description:Background Omicron subvariants have led to millions of coronavirus disease 2019 (COVID-19) cases worldwide. Although Omicron breakthrough infections (BTIs) exhibit lower hospitalization rates than previous variants, post-COVID conditions persist. However, the immune response dynamics, lymphocyte subsets, and immune repertoire features following BA.5 sublineage BTI remain poorly understood. Methods In a longitudinal cohort, we monitored the recovery dynamics in patients with BTI at various time points. We employed single-cell transcriptomics, T cell receptor (TCR)/BCR sequencing, and antibody mass spectrometry to sequentially assess the immune response following BA.5.2 or BF.7 BTI. Findings Serological analysis revealed active cellular and humoral immunity 2 weeks post-BTI, with significant increases in cytokines (CKs) like IFN-γ, TNFβ, IL-2, and neutralizing antibodies. CK levels reverted to pre-infection levels, while broadly neutralizing antibodies remained high 1 month post-infection. Single-cell sequencing demonstrated robust immune activation and antiviral responses in NK, T, and B lymphocytes within 1 month post-BTI. Interestingly, the immune system maintained its strength to combat viral infection at 2 weeks post-BTI, transitioning toward repair and tissue damage elimination at 1 month. TCR/BCR library analysis revealed a higher clonal type in the BTI_2w group, mainly in NKT, memory T or B, and plasma cells, crucial for immune memory and antigen clearance. The BTI_1m group exhibited more IgG and IgA BCR subtypes, with somatic hypermutation indicating mature antibodies. Biological function verification of IgG and IgA-type monoclonal antibodies corresponding to expanded BCRs revealed antigen-specific and broad-spectrum antibodies. Interpretation Our study elucidated the dynamic immune profiling of individuals 2 weeks and 1 month after Omicron BA.5 sublineage BTI. This provided essential insights into pathogenicity, sequential immune status, recovery mechanisms of Omicron subvariant BTI, and novel concepts for broad-spectrum antibody development.
2025-01-28 | GSE248669 | GEO
Project description:The Coronavirus disease 2019 (COVID-19) pandemic caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) remains a global threat, exacerbated by the emergence of viral variants. Two variants of SARS-CoV-2, Omicron BA.2.75 and BA.5, led to global infection peaks between May 2022 and May 2023, yet their precise characteristics in pathogenesis are not well understood. In this study, we compared these two Omicron sublineages with the previously dominant Delta variant using a human angiotensin-converting enzyme 2 knock-in mouse model. As expected, Delta exhibited higher viral replication in the lung and brain than both Omicron sublineages which induced less severe lung damage and immune activation. In contrast, the Omicron variants especially BA.5.2 showed a propensity for cellular proliferation and developmental pathways. Both Delta and BA.5.2 variants, but not BA.2.75, led to decreased pulmonary lymphocytes, indicating differential adaptive immune response. Neuroinvasiveness was shared with all strains, accompanied by vascular abnormalities, synaptic injury, and loss of astrocytes. However, Immunostaining assays and transcriptomic analysis showed that BA.5.2 displayed stronger immune suppression and neurodegeneration, while BA.2.75 exhibited more similar characteristics to Delta in the cortex. Such differentially infectious features could be partially attributed to the weakened interaction between Omicron Spike protein and host proteomes decoded via co-immunoprecipitation followed by mass spectrometry in neuronal cells. Our present study supports attenuated replication and pathogenicity of Omicron variants but also highlights their newly infectious characteristics in the lung and brain, especially with BA.5.2 demonstrating enhanced immune evasion and neural damage that could exacerbate neurological sequelae.
2025-04-17 | GSE234799 | GEO
Project description:There have been reports of long coronavirus disease (long COVID) and breakthrough infections (BTIs); however, the mechanisms and pathological features of long COVID after Omicron BTIs remain unclear. Assessing long COVID and immune recovery after Omicron BTIs is crucial for understanding the disease and developing and managing new-generation vaccines. Here, we followed up mild BA.2 BTI convalescents for six-month with routine blood tests and neutralization assay. Then, we applied proteomic analysis and single-cell RNA sequencing (scRNA-seq) to study the convalescents’ recovery status. Lastly, we retrospectively analyzed the clinical parameters related to immunity and metabolism of the convalescents. We found that major organs exhibited ephemeral dysfunction in double-Convidecia vaccinated persons who experienced BA.2 BTI and recovered to normal in approximately six-month. We observed durable and potent levels of neutralizing antibodies against major circulating severe acute respiratory syndrome coronavirus 2 sub-variants, including BQ.1, BQ.1.1 and BF.7, indicating that hybrid humoral immunity stays active. However, PLTs may take longer to recover. This was supported by proteomic and scRNA-seq analyses, which also showed coagulation disorder and an imbalance between anti-pathogen immunity and metabolism six-month after BA.2 BTI. The immunity-metabolism imbalance was then proved with retrospective analysis of abnormal levels of hormones, low blood glucose level and coagulation profile. The long-term malfunctional coagulation and imbalance in the material metabolism and immunity may contribute to the development of long COVID and act as useful indicators for assessing recovery and the long-term impacts after Omicron sub-variant BTIs.
2023-08-16 | GSE240694 | GEO
Project description:To gain a deeper understanding of Omicron waves in the context of vaccination, we performed scRNA-seq together with single-cell V(D)J sequencing using PBMCs from nine Omicron breakthrough infection patients and six vaccinees to identify the possible cellular and molecular response mechanisms after breakthrough infection.
2024-12-18 | GSE248556 | GEO
Project description:Omicron is currently the dominant SARS-CoV-2 variant and several sublineages have emerged. Questions remain about the impact of previous SARS-CoV-2 exposure on cross-variant immune responses elicited by the SARS-CoV-2 Omicron sublineage BA.2 compared to BA.1. Here we show that without previous history of COVID-19, BA.2 infection induces a reduced immune response against all variants of concern (VOC) compared to BA.1 infection. The absence of ACE2 binding in sera of previously naïve BA.1 and BA.2 patients indicates a lack of meaningful neutralization. In contrast, anti-spike antibody levels and neutralizing activity greatly increased in the BA.1 and BA.2 patients with a previous history of COVID-19. Transcriptome analyses of peripheral immune cells showed significant differences in immune response and specific antibody generation between BA.1 and BA.2 patients as well as significant differences in the expression of specific immune genes. In summary, prior infection status significantly impacts the innate and adaptive immune response against VOC following BA.2 infection.
2022-12-20 | GSE205244 | GEO
Project description:There have been reports of long coronavirus disease (long COVID) and breakthrough infections (BTIs); however, the mechanisms and pathological features of long COVID after Omicron BTIs remain unclear. Assessing long COVID and immune recovery after Omicron BTIs is crucial for understanding the disease and developing and managing new-generation vaccines. Here, we followed up mild BA.2 BTI convalescents for six-month with routine blood tests and neutralization assay. Then, we applied proteomic analysis and single-cell RNA sequencing (scRNA-seq) to study the convalescents’ recovery status. Lastly, we retrospectively analyzed the clinical parameters related to immunity and metabolism of the convalescents. We found that major organs exhibited ephemeral dysfunction in double-Convidecia vaccinated persons who experienced BA.2 BTI and recovered to normal in approximately six-month. We observed durable and potent levels of neutralizing antibodies against major circulating severe acute respiratory syndrome coronavirus 2 sub-variants, including BQ.1, BQ.1.1 and BF.7, indicating that hybrid humoral immunity stays active. However, PLTs may take longer to recover. This was supported by proteomic and scRNA-seq analyses, which also showed coagulation disorder and an imbalance between anti-pathogen immunity and metabolism six-month after BA.2 BTI. The immunity-metabolism imbalance was then proved with retrospective analysis of abnormal levels of hormones, low blood glucose level and coagulation profile. The long-term malfunctional coagulation and imbalance in the material metabolism and immunity may contribute to the development of long COVID and act as useful indicators for assessing recovery and the long-term impacts after Omicron sub-variant BTIs.
2023-08-08 | PXD044441 |
Project description:Long-term effects of Omicron BA.2 breakthrough infection on immunity-metabolism balance: a 6-month prospective study
| PRJNA1004627 | ENA
Project description:Memory B cells play a fundamental role in host defenses against viruses. This dataset aimed at understanding the recruitment and remodeling of the memory B cell repertoire in the context of BA.1-breakthrough infection in BNT162b2 mRNA vaccinated individuals. All four donors enrolled in the study had received a booster (3rd dose) of BNT162b2 mRNA vaccine and had no history of prior SARS-CoV-2 infection. All four experienced a documented breakthrough infection between 12/24/2021 and 01/30/2022 when BA.1 was responsible for > 85% of SARS-CoV-2 infections in France. All donors were sampled at Henri Mondor University Hospital (AP-HP, Paris France), and samples used for scRNA-seq were collected shortly after breakthrough infection (PO_M0 samples; between day 7 and day 18) and 5 to 6 months after infection (PO_M6 samples; between day 152 and day 173). Clinical and biological characteristics of these patients are summarized in the Patient_information.csv file. For each sample, an initial pool of 50.000 total peripheral CD3-CD14-CD56- CD19+ IgD- cells was always sorted and afterward, to enrich for cells of interest, only CD19+CD38low antibody secreting cells (ASCs), CD19hi IgD+ cells and SARS-CoV-2 Spike/RBD PE/tetramer positive B cells were sorted, leading to approximately 55000-60000 total sorted cells per sample. Sorted cells were then counted and up to 20 000 cells were loaded in the 10x Chromium Controller to generate single-cell gel-beads in emulsion. The scRNA-seq libraries for gene expression (mRNA), ADT and VDJ BCR libraries were generated using Chromium Next GEM Single Cell V(D)J Reagent Kit v.1.1 with Feature Barcoding (10x Genomics) according to the manufacturer’s protocol. PBMCs were initially isolated from venous blood samples via standard density gradient centrifugation and used after cryopreservation at -150°C. PBMCs were thawed using RPMI-1640 (Gibco) 10% FBS, washed twice and approximately 15x106 cells were then resuspended in 100µL PBS 2%FBS and incubated for 40 minutes at 4°C with a decoy tetramer (biotinylated Bovine Serum albumin coupled with BV785 streptavidin) and Hu-1 Spike, BA.1 Spike, Hu-1 RBD and BA.1 RBD tetramers (constructed using PE-labelled TotalSeqC® streptavidin with different barcodes for each individual antigens (see feature_reference.csv.gz files).). Cells were washed, resuspended in 100µL PBS 2%FBS and stained with a cocktail of fluorochrome conjugated (CD3, CD14 both APC-H7 at 1:100 each; CD15 and CD56 BV785 at 1:100 each, CD19 PECF594 at 1:100, IgD FITC at 1:100, CD38 PercP-Cy5.5 at 1:100) and TotalSeqC® (CD38, CD27, CD71, CD21, CD11c, CD39, FCRL5, CD95 all at 1:40 (all obtained from BioLegend)) antibodies for 40 minutes on ice. Viable cells were identified using a LIVE/DEAD Fixable Aqua Dead Cell Stain Kit (Thermo Fisher Scientific, 1:200) incubated with conjugated antibodies. Two distinct sorts were performed for each donor: one at the early time-point (PO_M0) and one at the 6 months’ time-point (PO_M6).
2023-08-15 | E-MTAB-12651 | biostudies-arrayexpress
Project description:Single-cell transcriptome of PBMC response to Omicron breakthrough infection
| PRJNA1044775 | ENA
Project description:During V(D)J recombination antibody diversity is enhanced by non-templated junctional modifications that generate immensely diverse heavy chain (HC) and light chain (LC) complementarity-determining 3 antigen-contact regions (CDR3s). We previously developed a mouse model that generates diverse antibody repertoires by rearranging a single human VH1-2 and Vk1-33, associated with highly diverse CDR3s generated by V(D)J recombination with mouse Ds and/or Js. Immunization of this model with SARS-CoV-2 D614G spike elicited an antibody that potently neutralized SARS-CoV-2 variants through Omicron BA.2.754. Here, we report a next generation mouse model in which a single VH1-2 rearranges to human D3-3 and JH6, generating diverse HC-CDR3s much longer on average than those of our prior model. Omicron BA.4/.5 spike ferritin nanoparticle-immunization of the new model elicited four highly-related humanized antibodies that potently neutralize downstream Omicron sub-variants. All four antibodies had 12 AA HC-CDR3s with two aromatic amino acids that engage an epitope comprising a hydrophobic patch opened-up by early omicron lineage mutations and conserved in subsequent variants. Immunization of our prior, shorter CDR3-based model, elicited slightly less potent neutralizing antibodies that bound the same Omicron epitope, and were similar in all other aspects to those from the long, fully-human CDR3 model. One tested antibody from each set reduced lung viral titers in a mouse-adapted BQ1.1 challenge. The antibodies we describe are highly related to, but more potent than, recently described antibodies from omicron-infected humans. These studies validate the utility of single human VH- and Vk-rearranging mice for discovering humanized antibodies that neutralize emerging pathogens.
2026-02-23 | E-MTAB-16106 | biostudies-arrayexpress