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Identification of heterogenous treatment response trajectories to anti-IL6 receptor treatment in rheumatoid arthritis
Rheumatoid arthritis (RA) is a chronic inflammatory disease with fluctuating course of progression. Despite substantial improvement in treatments in recent years, treatment response is still not guaranteed. The aim of this study was to identify variation in Disease Activity Score 28 (DAS28) of RA pa...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7434906/ https://www.ncbi.nlm.nih.gov/pubmed/32811969 http://dx.doi.org/10.1038/s41598-020-70942-x |
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author | Blair, J. P. M. Bay-Jensen, A.-C. Tang, M. H. Frederiksen, P. Bager, C. Karsdal, M. Brunak, S. |
author_facet | Blair, J. P. M. Bay-Jensen, A.-C. Tang, M. H. Frederiksen, P. Bager, C. Karsdal, M. Brunak, S. |
author_sort | Blair, J. P. M. |
collection | PubMed |
description | Rheumatoid arthritis (RA) is a chronic inflammatory disease with fluctuating course of progression. Despite substantial improvement in treatments in recent years, treatment response is still not guaranteed. The aim of this study was to identify variation in Disease Activity Score 28 (DAS28) of RA patients in response to Tocilizumab, and to investigate both molecular and clinical factors influencing response. Clinical and biochemical data for 485 RA patients receiving Tocilizumab in combination with methotrexate were extracted from the LITHE phase III clinical study (NCT00106535), and post-hoc analysis conducted. Latent class mixed models were used to identify statistically distinct trajectories of DAS28 after the initiation of treatment. Biomarker measurements were then analysed cross-sectionally and temporally, to characterise patients by serological biomarkers and clinical factors. We identified three distinct trajectories of drug response: class 1 (n = 85, 17.5%), class 2 (n = 338, 69.7%) and class 3 (n = 62, 12.8%). All groups started with high DAS28 on average (DAS28 > 5.1). Class 1 showed the least reduction in DAS28, with significantly more patients seeking escape therapy (p < 0.001). Class 3 showed significantly higher rates of improvement in DAS28, with 58.1% achieving ACR response levels compared to 2.4% in class 1 (p < 0.0001). Biomarkers of inflammation, MMP-3, CRP, C1M, showed greater reduction in class 3 compared to the other classes. Identification of more homogenous patient sub-populations of drug response may allow for more targeted therapeutic treatment regimens and a better understanding of disease aetiology. |
format | Online Article Text |
id | pubmed-7434906 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-74349062020-08-21 Identification of heterogenous treatment response trajectories to anti-IL6 receptor treatment in rheumatoid arthritis Blair, J. P. M. Bay-Jensen, A.-C. Tang, M. H. Frederiksen, P. Bager, C. Karsdal, M. Brunak, S. Sci Rep Article Rheumatoid arthritis (RA) is a chronic inflammatory disease with fluctuating course of progression. Despite substantial improvement in treatments in recent years, treatment response is still not guaranteed. The aim of this study was to identify variation in Disease Activity Score 28 (DAS28) of RA patients in response to Tocilizumab, and to investigate both molecular and clinical factors influencing response. Clinical and biochemical data for 485 RA patients receiving Tocilizumab in combination with methotrexate were extracted from the LITHE phase III clinical study (NCT00106535), and post-hoc analysis conducted. Latent class mixed models were used to identify statistically distinct trajectories of DAS28 after the initiation of treatment. Biomarker measurements were then analysed cross-sectionally and temporally, to characterise patients by serological biomarkers and clinical factors. We identified three distinct trajectories of drug response: class 1 (n = 85, 17.5%), class 2 (n = 338, 69.7%) and class 3 (n = 62, 12.8%). All groups started with high DAS28 on average (DAS28 > 5.1). Class 1 showed the least reduction in DAS28, with significantly more patients seeking escape therapy (p < 0.001). Class 3 showed significantly higher rates of improvement in DAS28, with 58.1% achieving ACR response levels compared to 2.4% in class 1 (p < 0.0001). Biomarkers of inflammation, MMP-3, CRP, C1M, showed greater reduction in class 3 compared to the other classes. Identification of more homogenous patient sub-populations of drug response may allow for more targeted therapeutic treatment regimens and a better understanding of disease aetiology. Nature Publishing Group UK 2020-08-18 /pmc/articles/PMC7434906/ /pubmed/32811969 http://dx.doi.org/10.1038/s41598-020-70942-x 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/. |
spellingShingle | Article Blair, J. P. M. Bay-Jensen, A.-C. Tang, M. H. Frederiksen, P. Bager, C. Karsdal, M. Brunak, S. Identification of heterogenous treatment response trajectories to anti-IL6 receptor treatment in rheumatoid arthritis |
title | Identification of heterogenous treatment response trajectories to anti-IL6 receptor treatment in rheumatoid arthritis |
title_full | Identification of heterogenous treatment response trajectories to anti-IL6 receptor treatment in rheumatoid arthritis |
title_fullStr | Identification of heterogenous treatment response trajectories to anti-IL6 receptor treatment in rheumatoid arthritis |
title_full_unstemmed | Identification of heterogenous treatment response trajectories to anti-IL6 receptor treatment in rheumatoid arthritis |
title_short | Identification of heterogenous treatment response trajectories to anti-IL6 receptor treatment in rheumatoid arthritis |
title_sort | identification of heterogenous treatment response trajectories to anti-il6 receptor treatment in rheumatoid arthritis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7434906/ https://www.ncbi.nlm.nih.gov/pubmed/32811969 http://dx.doi.org/10.1038/s41598-020-70942-x |
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