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Peripheral immune landscape for hypercytokinemia in myasthenic crisis utilizing single-cell transcriptomics
BACKGROUND: Myasthenia gravis (MG) is the most prevalent autoimmune disorder affecting the neuromuscular junction. A rapid deterioration in respiratory muscle can lead to a myasthenic crisis (MC), which represents a life-threatening condition with high mortality in MG. Multiple CD4(+) T subsets and...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10464341/ https://www.ncbi.nlm.nih.gov/pubmed/37620910 http://dx.doi.org/10.1186/s12967-023-04421-y |
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author | Zhong, Huahua Huan, Xiao Zhao, Rui Su, Manqiqige Yan, Chong Song, Jie Xi, Jianying Zhao, Chongbo Luo, Feifei Luo, Sushan |
author_facet | Zhong, Huahua Huan, Xiao Zhao, Rui Su, Manqiqige Yan, Chong Song, Jie Xi, Jianying Zhao, Chongbo Luo, Feifei Luo, Sushan |
author_sort | Zhong, Huahua |
collection | PubMed |
description | BACKGROUND: Myasthenia gravis (MG) is the most prevalent autoimmune disorder affecting the neuromuscular junction. A rapid deterioration in respiratory muscle can lead to a myasthenic crisis (MC), which represents a life-threatening condition with high mortality in MG. Multiple CD4(+) T subsets and hypercytokinemia have been identified in the peripheral pro-inflammatory milieu during the crisis. However, the pathogenesis is complicated due to the many types of cells involved, leaving the underlying mechanism largely unexplored. METHODS: We conducted single-cell transcriptomic and immune repertoire sequencing on 33,577 peripheral blood mononuclear cells (PBMCs) from two acetylcholine receptor antibody-positive (AChR +) MG patients during MC and again three months post-MC. We followed the Scanpy workflow for quality control, dimension reduction, and clustering of the single-cell data. Subsequently, we annotated high-resolution cell types utilizing transfer-learning models derived from publicly available single-cell immune datasets. RNA velocity calculations from unspliced and spliced mRNAs were applied to infer cellular state progression. We analyzed cell communication and MG-relevant cytokines and chemokines to identify potential inflammation initiators. RESULTS: We identified a unique subset of monocytes, termed monocytes 3 (FCGR3B(+) monocytes), which exhibited significant differential expression of pro-inflammatory signaling pathways during and after the crisis. In line with the activated innate immune state indicated by MC, a high neutrophil–lymphocyte ratio (NLR) was confirmed in an additional 22 AChR + MC patients in subsequent hemogram analysis and was associated with MG-relevant clinical scores. Furthermore, oligoclonal expansions were identified in age-associated B cells exhibiting high autoimmune activity, and in CD4(+) and CD8(+) T cells demonstrating persistent T exhaustion. CONCLUSIONS: In summary, our integrated analysis of single-cell transcriptomics and TCR/BCR sequencing has underscored the role of innate immune activation which is associated with hypercytokinemia in MC. The identification of a specific monocyte cluster that dominates the peripheral immune profile may provide some hints into the etiology and pathology of MC. However, future functional studies are required to explore causality. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04421-y. |
format | Online Article Text |
id | pubmed-10464341 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104643412023-08-30 Peripheral immune landscape for hypercytokinemia in myasthenic crisis utilizing single-cell transcriptomics Zhong, Huahua Huan, Xiao Zhao, Rui Su, Manqiqige Yan, Chong Song, Jie Xi, Jianying Zhao, Chongbo Luo, Feifei Luo, Sushan J Transl Med Research BACKGROUND: Myasthenia gravis (MG) is the most prevalent autoimmune disorder affecting the neuromuscular junction. A rapid deterioration in respiratory muscle can lead to a myasthenic crisis (MC), which represents a life-threatening condition with high mortality in MG. Multiple CD4(+) T subsets and hypercytokinemia have been identified in the peripheral pro-inflammatory milieu during the crisis. However, the pathogenesis is complicated due to the many types of cells involved, leaving the underlying mechanism largely unexplored. METHODS: We conducted single-cell transcriptomic and immune repertoire sequencing on 33,577 peripheral blood mononuclear cells (PBMCs) from two acetylcholine receptor antibody-positive (AChR +) MG patients during MC and again three months post-MC. We followed the Scanpy workflow for quality control, dimension reduction, and clustering of the single-cell data. Subsequently, we annotated high-resolution cell types utilizing transfer-learning models derived from publicly available single-cell immune datasets. RNA velocity calculations from unspliced and spliced mRNAs were applied to infer cellular state progression. We analyzed cell communication and MG-relevant cytokines and chemokines to identify potential inflammation initiators. RESULTS: We identified a unique subset of monocytes, termed monocytes 3 (FCGR3B(+) monocytes), which exhibited significant differential expression of pro-inflammatory signaling pathways during and after the crisis. In line with the activated innate immune state indicated by MC, a high neutrophil–lymphocyte ratio (NLR) was confirmed in an additional 22 AChR + MC patients in subsequent hemogram analysis and was associated with MG-relevant clinical scores. Furthermore, oligoclonal expansions were identified in age-associated B cells exhibiting high autoimmune activity, and in CD4(+) and CD8(+) T cells demonstrating persistent T exhaustion. CONCLUSIONS: In summary, our integrated analysis of single-cell transcriptomics and TCR/BCR sequencing has underscored the role of innate immune activation which is associated with hypercytokinemia in MC. The identification of a specific monocyte cluster that dominates the peripheral immune profile may provide some hints into the etiology and pathology of MC. However, future functional studies are required to explore causality. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-023-04421-y. BioMed Central 2023-08-24 /pmc/articles/PMC10464341/ /pubmed/37620910 http://dx.doi.org/10.1186/s12967-023-04421-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zhong, Huahua Huan, Xiao Zhao, Rui Su, Manqiqige Yan, Chong Song, Jie Xi, Jianying Zhao, Chongbo Luo, Feifei Luo, Sushan Peripheral immune landscape for hypercytokinemia in myasthenic crisis utilizing single-cell transcriptomics |
title | Peripheral immune landscape for hypercytokinemia in myasthenic crisis utilizing single-cell transcriptomics |
title_full | Peripheral immune landscape for hypercytokinemia in myasthenic crisis utilizing single-cell transcriptomics |
title_fullStr | Peripheral immune landscape for hypercytokinemia in myasthenic crisis utilizing single-cell transcriptomics |
title_full_unstemmed | Peripheral immune landscape for hypercytokinemia in myasthenic crisis utilizing single-cell transcriptomics |
title_short | Peripheral immune landscape for hypercytokinemia in myasthenic crisis utilizing single-cell transcriptomics |
title_sort | peripheral immune landscape for hypercytokinemia in myasthenic crisis utilizing single-cell transcriptomics |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10464341/ https://www.ncbi.nlm.nih.gov/pubmed/37620910 http://dx.doi.org/10.1186/s12967-023-04421-y |
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