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Identification of molecules associated with response to abatacept in patients with rheumatoid arthritis
BACKGROUND: Abatacept (ABA) is a biological disease-modifying antirheumatic drug (bDMARD) for rheumatoid arthritis (RA). The aim of this study was to identify molecules that are associated with therapeutic responses to ABA in patients with RA. METHODS: Peripheral blood was collected using a PAX gene...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7068901/ https://www.ncbi.nlm.nih.gov/pubmed/32164778 http://dx.doi.org/10.1186/s13075-020-2137-y |
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author | Yokoyama-Kokuryo, Waka Yamazaki, Hayato Takeuchi, Tsutomu Amano, Koichi Kikuchi, Jun Kondo, Tsuneo Nakamura, Seiji Sakai, Ryoko Hirano, Fumio Nanki, Toshihiro Koike, Ryuji Harigai, Masayoshi |
author_facet | Yokoyama-Kokuryo, Waka Yamazaki, Hayato Takeuchi, Tsutomu Amano, Koichi Kikuchi, Jun Kondo, Tsuneo Nakamura, Seiji Sakai, Ryoko Hirano, Fumio Nanki, Toshihiro Koike, Ryuji Harigai, Masayoshi |
author_sort | Yokoyama-Kokuryo, Waka |
collection | PubMed |
description | BACKGROUND: Abatacept (ABA) is a biological disease-modifying antirheumatic drug (bDMARD) for rheumatoid arthritis (RA). The aim of this study was to identify molecules that are associated with therapeutic responses to ABA in patients with RA. METHODS: Peripheral blood was collected using a PAX gene Blood RNA kit from 45 bDMARD-naïve patients with RA at baseline and at 6 months after the initiation of ABA treatment. Gene expression levels of responders (n = 27) and non-responders (n = 8) to ABA treatment among patients with RA at baseline were compared using a microarray. The gene expression levels were confirmed using real-time quantitative polymerase chain reaction (RT-qPCR). RESULTS: Gene expression analysis revealed that the expression levels of 218 genes were significantly higher and those of 392 genes were significantly lower in the responders compared to the non-responders. Gene ontology analysis of the 218 genes identified “response to type I interferon (IFN)” with 24 type I IFN-related genes. RT-qPCR confirmed that there was a strong correlation between the score calculated using the 24 genes and that using OAS3, MX1, and IFIT3 (type I IFN score) (rho with the type I IFN score 0.981); the type I IFN score was significantly decreased after treatment with ABA in the responders (p < 0.05), but not in the non-responders. The receiver operating characteristic curve analysis of the type I IFN score showed that sensitivity, specificity, and AUC (95% confidence interval) for the responders were 0.82, 1.00, and 0.92 (0.82–1.00), respectively. Further, RT-qPCR demonstrated higher expression levels of BATF2, LAMP3, CD83, CLEC4A, IDO1, IRF7, STAT1, STAT2, and TNFSF10 in the responders, all of which are dendritic cell-related genes or type I IFN-related genes with significant biological implications. CONCLUSION: Type I IFN score and expression levels of the nine genes may serve as novel biomarkers associated with a clinical response to ABA in patients with RA. |
format | Online Article Text |
id | pubmed-7068901 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-70689012020-03-18 Identification of molecules associated with response to abatacept in patients with rheumatoid arthritis Yokoyama-Kokuryo, Waka Yamazaki, Hayato Takeuchi, Tsutomu Amano, Koichi Kikuchi, Jun Kondo, Tsuneo Nakamura, Seiji Sakai, Ryoko Hirano, Fumio Nanki, Toshihiro Koike, Ryuji Harigai, Masayoshi Arthritis Res Ther Research Article BACKGROUND: Abatacept (ABA) is a biological disease-modifying antirheumatic drug (bDMARD) for rheumatoid arthritis (RA). The aim of this study was to identify molecules that are associated with therapeutic responses to ABA in patients with RA. METHODS: Peripheral blood was collected using a PAX gene Blood RNA kit from 45 bDMARD-naïve patients with RA at baseline and at 6 months after the initiation of ABA treatment. Gene expression levels of responders (n = 27) and non-responders (n = 8) to ABA treatment among patients with RA at baseline were compared using a microarray. The gene expression levels were confirmed using real-time quantitative polymerase chain reaction (RT-qPCR). RESULTS: Gene expression analysis revealed that the expression levels of 218 genes were significantly higher and those of 392 genes were significantly lower in the responders compared to the non-responders. Gene ontology analysis of the 218 genes identified “response to type I interferon (IFN)” with 24 type I IFN-related genes. RT-qPCR confirmed that there was a strong correlation between the score calculated using the 24 genes and that using OAS3, MX1, and IFIT3 (type I IFN score) (rho with the type I IFN score 0.981); the type I IFN score was significantly decreased after treatment with ABA in the responders (p < 0.05), but not in the non-responders. The receiver operating characteristic curve analysis of the type I IFN score showed that sensitivity, specificity, and AUC (95% confidence interval) for the responders were 0.82, 1.00, and 0.92 (0.82–1.00), respectively. Further, RT-qPCR demonstrated higher expression levels of BATF2, LAMP3, CD83, CLEC4A, IDO1, IRF7, STAT1, STAT2, and TNFSF10 in the responders, all of which are dendritic cell-related genes or type I IFN-related genes with significant biological implications. CONCLUSION: Type I IFN score and expression levels of the nine genes may serve as novel biomarkers associated with a clinical response to ABA in patients with RA. BioMed Central 2020-03-12 2020 /pmc/articles/PMC7068901/ /pubmed/32164778 http://dx.doi.org/10.1186/s13075-020-2137-y Text en © The Author(s). 2020 Open AccessThis 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/. The Creative Commons Public Domain Dedication waiver (http://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 Article Yokoyama-Kokuryo, Waka Yamazaki, Hayato Takeuchi, Tsutomu Amano, Koichi Kikuchi, Jun Kondo, Tsuneo Nakamura, Seiji Sakai, Ryoko Hirano, Fumio Nanki, Toshihiro Koike, Ryuji Harigai, Masayoshi Identification of molecules associated with response to abatacept in patients with rheumatoid arthritis |
title | Identification of molecules associated with response to abatacept in patients with rheumatoid arthritis |
title_full | Identification of molecules associated with response to abatacept in patients with rheumatoid arthritis |
title_fullStr | Identification of molecules associated with response to abatacept in patients with rheumatoid arthritis |
title_full_unstemmed | Identification of molecules associated with response to abatacept in patients with rheumatoid arthritis |
title_short | Identification of molecules associated with response to abatacept in patients with rheumatoid arthritis |
title_sort | identification of molecules associated with response to abatacept in patients with rheumatoid arthritis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7068901/ https://www.ncbi.nlm.nih.gov/pubmed/32164778 http://dx.doi.org/10.1186/s13075-020-2137-y |
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