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Single-cell RNA sequencing to decipher the immunogenicity of ChAdOx1 nCoV-19/AZD1222 and mRNA-1273 vaccines in patients with autoimmune rheumatic diseases
OBJECTIVES: To investigate the differences between the vector vaccine ChAdOx1 nCoV-19/AZD1222 (Oxford-AstraZeneca) and mRNA-based vaccine mRNA-1273 (Moderna) in patients with autoimmune rheumatic diseases (AIRD), and to explore the cell-cell interactions between high and low anti-SARS-CoV-2 IgG leve...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9376226/ https://www.ncbi.nlm.nih.gov/pubmed/35979368 http://dx.doi.org/10.3389/fimmu.2022.920865 |
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author | Chen, Yen-Ju Cheng, Po-Liang Huang, Wen-Nan Chen, Hsin-Hua Chen, Hong-Wei Chen, Jun-Peng Lin, Ching-Tsai Tang, Kuo-Tung Hung, Wei-Ting Hsieh, Tsu-Yi Chen, Yi-Hsing Chen, Yi-Ming Hsiao, Tzu-Hung |
author_facet | Chen, Yen-Ju Cheng, Po-Liang Huang, Wen-Nan Chen, Hsin-Hua Chen, Hong-Wei Chen, Jun-Peng Lin, Ching-Tsai Tang, Kuo-Tung Hung, Wei-Ting Hsieh, Tsu-Yi Chen, Yi-Hsing Chen, Yi-Ming Hsiao, Tzu-Hung |
author_sort | Chen, Yen-Ju |
collection | PubMed |
description | OBJECTIVES: To investigate the differences between the vector vaccine ChAdOx1 nCoV-19/AZD1222 (Oxford-AstraZeneca) and mRNA-based vaccine mRNA-1273 (Moderna) in patients with autoimmune rheumatic diseases (AIRD), and to explore the cell-cell interactions between high and low anti-SARS-CoV-2 IgG levels in patients with rheumatic arthritis (RA) using single-cell RNA sequencing (scRNA-seq). METHODS: From September 16 to December 10, 2021, we consecutively enrolled 445 participants (389 patients with AIRD and 56 healthy controls), of whom 236 were immunized with AZD1222 and 209 with mRNA-1273. The serum IgG antibodies to the SARS-CoV-2 receptor-binding domain was quantified by electrochemiluminescence immunoassay at 4-6 weeks after vaccination. Moreover, peripheral blood mononuclear cells (PBMCs) were isolated from RA patients at 4-6 weeks after vaccination for scRNA-seq and further analyzed by CellChat. ScRNA-seq of PBMCs samples from GSE201534 in the Gene Expression Omnibus (GEO) database were also extracted for analysis. RESULTS: The anti-SARS-CoV-2 IgG seropositivity rate was 85.34% for AIRD patients and 98.20% for healthy controls. The anti-SARS-CoV-2 IgG level was higher in patients receiving mRNA-1273 than those receiving AZD1222 (β: 35.25, 95% CI: 14.81-55.68, p=0.001). Prednisolone-equivalent dose >5 mg/day and methotrexate use in AIRD patients, and non-anti-tumor necrosis factor-α biologics and Janus kinase inhibitor use in RA patients were associated with inferior immunogenicity. ScRNA-seq revealed CD16(-)monocytes were predominant in RA patients with high anti-SARS-CoV2-IgG antibodies, and enriched pathways related to antigen presentation via MHC class II were found. HLA-DRA and CD4 interaction was enhanced in high anti-SARS-CoV2-IgG group. CONCLUSIONS: mRNA-1273 and AZD1222 vaccines exhibited differential immunogenicity in AIRD patients. Enriched pathways related to antigen presentation via MHC class II in CD16(-)monocytes might be associated with higher anti-SARS-CoV2-IgG level in RA patients and further study is warranted. |
format | Online Article Text |
id | pubmed-9376226 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93762262022-08-16 Single-cell RNA sequencing to decipher the immunogenicity of ChAdOx1 nCoV-19/AZD1222 and mRNA-1273 vaccines in patients with autoimmune rheumatic diseases Chen, Yen-Ju Cheng, Po-Liang Huang, Wen-Nan Chen, Hsin-Hua Chen, Hong-Wei Chen, Jun-Peng Lin, Ching-Tsai Tang, Kuo-Tung Hung, Wei-Ting Hsieh, Tsu-Yi Chen, Yi-Hsing Chen, Yi-Ming Hsiao, Tzu-Hung Front Immunol Immunology OBJECTIVES: To investigate the differences between the vector vaccine ChAdOx1 nCoV-19/AZD1222 (Oxford-AstraZeneca) and mRNA-based vaccine mRNA-1273 (Moderna) in patients with autoimmune rheumatic diseases (AIRD), and to explore the cell-cell interactions between high and low anti-SARS-CoV-2 IgG levels in patients with rheumatic arthritis (RA) using single-cell RNA sequencing (scRNA-seq). METHODS: From September 16 to December 10, 2021, we consecutively enrolled 445 participants (389 patients with AIRD and 56 healthy controls), of whom 236 were immunized with AZD1222 and 209 with mRNA-1273. The serum IgG antibodies to the SARS-CoV-2 receptor-binding domain was quantified by electrochemiluminescence immunoassay at 4-6 weeks after vaccination. Moreover, peripheral blood mononuclear cells (PBMCs) were isolated from RA patients at 4-6 weeks after vaccination for scRNA-seq and further analyzed by CellChat. ScRNA-seq of PBMCs samples from GSE201534 in the Gene Expression Omnibus (GEO) database were also extracted for analysis. RESULTS: The anti-SARS-CoV-2 IgG seropositivity rate was 85.34% for AIRD patients and 98.20% for healthy controls. The anti-SARS-CoV-2 IgG level was higher in patients receiving mRNA-1273 than those receiving AZD1222 (β: 35.25, 95% CI: 14.81-55.68, p=0.001). Prednisolone-equivalent dose >5 mg/day and methotrexate use in AIRD patients, and non-anti-tumor necrosis factor-α biologics and Janus kinase inhibitor use in RA patients were associated with inferior immunogenicity. ScRNA-seq revealed CD16(-)monocytes were predominant in RA patients with high anti-SARS-CoV2-IgG antibodies, and enriched pathways related to antigen presentation via MHC class II were found. HLA-DRA and CD4 interaction was enhanced in high anti-SARS-CoV2-IgG group. CONCLUSIONS: mRNA-1273 and AZD1222 vaccines exhibited differential immunogenicity in AIRD patients. Enriched pathways related to antigen presentation via MHC class II in CD16(-)monocytes might be associated with higher anti-SARS-CoV2-IgG level in RA patients and further study is warranted. Frontiers Media S.A. 2022-08-01 /pmc/articles/PMC9376226/ /pubmed/35979368 http://dx.doi.org/10.3389/fimmu.2022.920865 Text en Copyright © 2022 Chen, Cheng, Huang, Chen, Chen, Chen, Lin, Tang, Hung, Hsieh, Chen, Chen and Hsiao https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Chen, Yen-Ju Cheng, Po-Liang Huang, Wen-Nan Chen, Hsin-Hua Chen, Hong-Wei Chen, Jun-Peng Lin, Ching-Tsai Tang, Kuo-Tung Hung, Wei-Ting Hsieh, Tsu-Yi Chen, Yi-Hsing Chen, Yi-Ming Hsiao, Tzu-Hung Single-cell RNA sequencing to decipher the immunogenicity of ChAdOx1 nCoV-19/AZD1222 and mRNA-1273 vaccines in patients with autoimmune rheumatic diseases |
title | Single-cell RNA sequencing to decipher the immunogenicity of ChAdOx1 nCoV-19/AZD1222 and mRNA-1273 vaccines in patients with autoimmune rheumatic diseases |
title_full | Single-cell RNA sequencing to decipher the immunogenicity of ChAdOx1 nCoV-19/AZD1222 and mRNA-1273 vaccines in patients with autoimmune rheumatic diseases |
title_fullStr | Single-cell RNA sequencing to decipher the immunogenicity of ChAdOx1 nCoV-19/AZD1222 and mRNA-1273 vaccines in patients with autoimmune rheumatic diseases |
title_full_unstemmed | Single-cell RNA sequencing to decipher the immunogenicity of ChAdOx1 nCoV-19/AZD1222 and mRNA-1273 vaccines in patients with autoimmune rheumatic diseases |
title_short | Single-cell RNA sequencing to decipher the immunogenicity of ChAdOx1 nCoV-19/AZD1222 and mRNA-1273 vaccines in patients with autoimmune rheumatic diseases |
title_sort | single-cell rna sequencing to decipher the immunogenicity of chadox1 ncov-19/azd1222 and mrna-1273 vaccines in patients with autoimmune rheumatic diseases |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9376226/ https://www.ncbi.nlm.nih.gov/pubmed/35979368 http://dx.doi.org/10.3389/fimmu.2022.920865 |
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