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Molecular remission at T cell level in patients with rheumatoid arthritis
While numerous disease-modifying anti-rheumatic drugs (DMARDs) have brought about a dramatic paradigm shift in the management of rheumatoid arthritis (RA), unmet needs remain, such as the small proportion of patients who achieve drug-free status. The aim of this study was to explore key molecules fo...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371080/ https://www.ncbi.nlm.nih.gov/pubmed/34404865 http://dx.doi.org/10.1038/s41598-021-96300-z |
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author | Inamo, Jun Suzuki, Katsuya Takeshita, Masaru Kondo, Yasushi Okuzono, Yuumi Koga, Keiko Kassai, Yoshiaki Takiguchi, Maiko Kurisu, Rina Yoshimura, Akihiko Takeuchi, Tsutomu |
author_facet | Inamo, Jun Suzuki, Katsuya Takeshita, Masaru Kondo, Yasushi Okuzono, Yuumi Koga, Keiko Kassai, Yoshiaki Takiguchi, Maiko Kurisu, Rina Yoshimura, Akihiko Takeuchi, Tsutomu |
author_sort | Inamo, Jun |
collection | PubMed |
description | While numerous disease-modifying anti-rheumatic drugs (DMARDs) have brought about a dramatic paradigm shift in the management of rheumatoid arthritis (RA), unmet needs remain, such as the small proportion of patients who achieve drug-free status. The aim of this study was to explore key molecules for remission at the T cell level, which are known to be deeply involved in RA pathogenesis, and investigate the disease course of patients who achieved molecular remission (MR). We enrolled a total of 46 patients with RA and 10 healthy controls (HCs). We performed gene expression profiling and selected remission signature genes in CD4(+) T cells and CD8(+) T cells from patients with RA using machine learning methods. In addition, we investigated the benefits of achieving MR on disease control. We identified 9 and 23 genes that were associated with clinical remission in CD4(+) and CD8(+) T cells, respectively. Principal component analysis (PCA) demonstrated that their expression profiling was similar to those in HCs. For the remission signature genes in CD4(+) T cells, the PCA result was reproduced using a validation cohort, indicating the robustness of these genes. A trend toward better disease control was observed during 12 months of follow-up in patients treated with tocilizumab in deep MR compared with those in non-deep MR, although the difference was not significant. The current study will promote our understanding of the molecular mechanisms necessary to achieve deep remission during the management of RA. |
format | Online Article Text |
id | pubmed-8371080 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-83710802021-08-19 Molecular remission at T cell level in patients with rheumatoid arthritis Inamo, Jun Suzuki, Katsuya Takeshita, Masaru Kondo, Yasushi Okuzono, Yuumi Koga, Keiko Kassai, Yoshiaki Takiguchi, Maiko Kurisu, Rina Yoshimura, Akihiko Takeuchi, Tsutomu Sci Rep Article While numerous disease-modifying anti-rheumatic drugs (DMARDs) have brought about a dramatic paradigm shift in the management of rheumatoid arthritis (RA), unmet needs remain, such as the small proportion of patients who achieve drug-free status. The aim of this study was to explore key molecules for remission at the T cell level, which are known to be deeply involved in RA pathogenesis, and investigate the disease course of patients who achieved molecular remission (MR). We enrolled a total of 46 patients with RA and 10 healthy controls (HCs). We performed gene expression profiling and selected remission signature genes in CD4(+) T cells and CD8(+) T cells from patients with RA using machine learning methods. In addition, we investigated the benefits of achieving MR on disease control. We identified 9 and 23 genes that were associated with clinical remission in CD4(+) and CD8(+) T cells, respectively. Principal component analysis (PCA) demonstrated that their expression profiling was similar to those in HCs. For the remission signature genes in CD4(+) T cells, the PCA result was reproduced using a validation cohort, indicating the robustness of these genes. A trend toward better disease control was observed during 12 months of follow-up in patients treated with tocilizumab in deep MR compared with those in non-deep MR, although the difference was not significant. The current study will promote our understanding of the molecular mechanisms necessary to achieve deep remission during the management of RA. Nature Publishing Group UK 2021-08-17 /pmc/articles/PMC8371080/ /pubmed/34404865 http://dx.doi.org/10.1038/s41598-021-96300-z Text en © The Author(s) 2021 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/) . |
spellingShingle | Article Inamo, Jun Suzuki, Katsuya Takeshita, Masaru Kondo, Yasushi Okuzono, Yuumi Koga, Keiko Kassai, Yoshiaki Takiguchi, Maiko Kurisu, Rina Yoshimura, Akihiko Takeuchi, Tsutomu Molecular remission at T cell level in patients with rheumatoid arthritis |
title | Molecular remission at T cell level in patients with rheumatoid arthritis |
title_full | Molecular remission at T cell level in patients with rheumatoid arthritis |
title_fullStr | Molecular remission at T cell level in patients with rheumatoid arthritis |
title_full_unstemmed | Molecular remission at T cell level in patients with rheumatoid arthritis |
title_short | Molecular remission at T cell level in patients with rheumatoid arthritis |
title_sort | molecular remission at t cell level in patients with rheumatoid arthritis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8371080/ https://www.ncbi.nlm.nih.gov/pubmed/34404865 http://dx.doi.org/10.1038/s41598-021-96300-z |
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