Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Blair, J. P. M., Bay-Jensen, A.-C., Tang, M. H., Frederiksen, P., Bager, C., Karsdal, M., Brunak, S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
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
_version_ 1783572235468931072
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
work_keys_str_mv AT blairjpm identificationofheterogenoustreatmentresponsetrajectoriestoantiil6receptortreatmentinrheumatoidarthritis
AT bayjensenac identificationofheterogenoustreatmentresponsetrajectoriestoantiil6receptortreatmentinrheumatoidarthritis
AT tangmh identificationofheterogenoustreatmentresponsetrajectoriestoantiil6receptortreatmentinrheumatoidarthritis
AT frederiksenp identificationofheterogenoustreatmentresponsetrajectoriestoantiil6receptortreatmentinrheumatoidarthritis
AT bagerc identificationofheterogenoustreatmentresponsetrajectoriestoantiil6receptortreatmentinrheumatoidarthritis
AT karsdalm identificationofheterogenoustreatmentresponsetrajectoriestoantiil6receptortreatmentinrheumatoidarthritis
AT brunaks identificationofheterogenoustreatmentresponsetrajectoriestoantiil6receptortreatmentinrheumatoidarthritis