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Multi-Modal Single-Cell Sequencing Identifies Cellular Immunophenotypes Associated With Juvenile Dermatomyositis Disease Activity

Juvenile dermatomyositis (JDM) is a rare autoimmune condition with insufficient biomarkers and treatments, in part, due to incomplete knowledge of the cell types mediating disease. We investigated immunophenotypes and cell-specific genes associated with disease activity using multiplexed RNA and pro...

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Autores principales: Neely, Jessica, Hartoularos, George, Bunis, Daniel, Sun, Yang, Lee, David, Kim, Susan, Ye, Chun Jimmie, Sirota, Marina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9254730/
https://www.ncbi.nlm.nih.gov/pubmed/35799782
http://dx.doi.org/10.3389/fimmu.2022.902232
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author Neely, Jessica
Hartoularos, George
Bunis, Daniel
Sun, Yang
Lee, David
Kim, Susan
Ye, Chun Jimmie
Sirota, Marina
author_facet Neely, Jessica
Hartoularos, George
Bunis, Daniel
Sun, Yang
Lee, David
Kim, Susan
Ye, Chun Jimmie
Sirota, Marina
author_sort Neely, Jessica
collection PubMed
description Juvenile dermatomyositis (JDM) is a rare autoimmune condition with insufficient biomarkers and treatments, in part, due to incomplete knowledge of the cell types mediating disease. We investigated immunophenotypes and cell-specific genes associated with disease activity using multiplexed RNA and protein single-cell sequencing applied to PBMCs from 4 treatment-naïve JDM (TN-JDM) subjects at baseline, 2, 4, and 6 months post-treatment and 4 subjects with inactive disease on treatment. Analysis of 55,564 cells revealed separate clustering of TN-JDM cells within monocyte, NK, CD8(+) effector T and naïve B populations. The proportion of CD16(+) monocytes was reduced in TN-JDM, and naïve B cells and CD4(+) Tregs were expanded. Cell-type differential gene expression analysis and hierarchical clustering identified a pan-cell-type IFN gene signature over-expressed in TN-JDM in all cell types and correlated with disease activity most strongly in cytotoxic cell types. TN-JDM CD16(+) monocytes expressed the highest IFN gene score and were highly skewed toward an inflammatory and antigen-presenting phenotype at both the transcriptomic and proteomic levels. A transitional B cell population with a distinct transcriptomic signature was expanded in TN-JDM and characterized by higher CD24 and CD5 proteins and less CD39, an immunoregulatory protein. This data provides new insights into JDM immune dysregulation at cellular resolution and serves as a novel resource for myositis investigators.
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spelling pubmed-92547302022-07-06 Multi-Modal Single-Cell Sequencing Identifies Cellular Immunophenotypes Associated With Juvenile Dermatomyositis Disease Activity Neely, Jessica Hartoularos, George Bunis, Daniel Sun, Yang Lee, David Kim, Susan Ye, Chun Jimmie Sirota, Marina Front Immunol Immunology Juvenile dermatomyositis (JDM) is a rare autoimmune condition with insufficient biomarkers and treatments, in part, due to incomplete knowledge of the cell types mediating disease. We investigated immunophenotypes and cell-specific genes associated with disease activity using multiplexed RNA and protein single-cell sequencing applied to PBMCs from 4 treatment-naïve JDM (TN-JDM) subjects at baseline, 2, 4, and 6 months post-treatment and 4 subjects with inactive disease on treatment. Analysis of 55,564 cells revealed separate clustering of TN-JDM cells within monocyte, NK, CD8(+) effector T and naïve B populations. The proportion of CD16(+) monocytes was reduced in TN-JDM, and naïve B cells and CD4(+) Tregs were expanded. Cell-type differential gene expression analysis and hierarchical clustering identified a pan-cell-type IFN gene signature over-expressed in TN-JDM in all cell types and correlated with disease activity most strongly in cytotoxic cell types. TN-JDM CD16(+) monocytes expressed the highest IFN gene score and were highly skewed toward an inflammatory and antigen-presenting phenotype at both the transcriptomic and proteomic levels. A transitional B cell population with a distinct transcriptomic signature was expanded in TN-JDM and characterized by higher CD24 and CD5 proteins and less CD39, an immunoregulatory protein. This data provides new insights into JDM immune dysregulation at cellular resolution and serves as a novel resource for myositis investigators. Frontiers Media S.A. 2022-06-21 /pmc/articles/PMC9254730/ /pubmed/35799782 http://dx.doi.org/10.3389/fimmu.2022.902232 Text en Copyright © 2022 Neely, Hartoularos, Bunis, Sun, Lee, Kim, Ye and Sirota 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
Neely, Jessica
Hartoularos, George
Bunis, Daniel
Sun, Yang
Lee, David
Kim, Susan
Ye, Chun Jimmie
Sirota, Marina
Multi-Modal Single-Cell Sequencing Identifies Cellular Immunophenotypes Associated With Juvenile Dermatomyositis Disease Activity
title Multi-Modal Single-Cell Sequencing Identifies Cellular Immunophenotypes Associated With Juvenile Dermatomyositis Disease Activity
title_full Multi-Modal Single-Cell Sequencing Identifies Cellular Immunophenotypes Associated With Juvenile Dermatomyositis Disease Activity
title_fullStr Multi-Modal Single-Cell Sequencing Identifies Cellular Immunophenotypes Associated With Juvenile Dermatomyositis Disease Activity
title_full_unstemmed Multi-Modal Single-Cell Sequencing Identifies Cellular Immunophenotypes Associated With Juvenile Dermatomyositis Disease Activity
title_short Multi-Modal Single-Cell Sequencing Identifies Cellular Immunophenotypes Associated With Juvenile Dermatomyositis Disease Activity
title_sort multi-modal single-cell sequencing identifies cellular immunophenotypes associated with juvenile dermatomyositis disease activity
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9254730/
https://www.ncbi.nlm.nih.gov/pubmed/35799782
http://dx.doi.org/10.3389/fimmu.2022.902232
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