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Validation of a novel multibiomarker test to assess rheumatoid arthritis disease activity
Objective Quantitative assessment of disease activity in rheumatoid arthritis (RA) is important for patient management, and additional objective information may aid rheumatologists in clinical decision making. We validated a recently developed multibiomarker disease activity (MBDA) test relative to...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3508159/ https://www.ncbi.nlm.nih.gov/pubmed/22736476 http://dx.doi.org/10.1002/acr.21767 |
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author | Curtis, Jeffrey R van der Helm-van Mil, Annette H Knevel, Rachel Huizinga, Tom W Haney, Douglas J Shen, Yijing Ramanujan, Saroja Cavet, Guy Centola, Michael Hesterberg, Lyndal K Chernoff, David Ford, Kerri Shadick, Nancy A Hamburger, Max Fleischmann, Roy Keystone, Edward Weinblatt, Michael E |
author_facet | Curtis, Jeffrey R van der Helm-van Mil, Annette H Knevel, Rachel Huizinga, Tom W Haney, Douglas J Shen, Yijing Ramanujan, Saroja Cavet, Guy Centola, Michael Hesterberg, Lyndal K Chernoff, David Ford, Kerri Shadick, Nancy A Hamburger, Max Fleischmann, Roy Keystone, Edward Weinblatt, Michael E |
author_sort | Curtis, Jeffrey R |
collection | PubMed |
description | Objective Quantitative assessment of disease activity in rheumatoid arthritis (RA) is important for patient management, and additional objective information may aid rheumatologists in clinical decision making. We validated a recently developed multibiomarker disease activity (MBDA) test relative to clinical disease activity in diverse RA cohorts. Methods Serum samples were obtained from the Index for Rheumatoid Arthritis Measurement, Brigham and Women's Hospital Rheumatoid Arthritis Sequential Study, and Leiden Early Arthritis Clinic cohorts. Levels of 12 biomarkers were measured and combined according to a prespecified algorithm to generate the composite MBDA score. The relationship of the MBDA score to clinical disease activity was characterized separately in seropositive and seronegative patients using Pearson's correlations and the area under the receiver operating characteristic curve (AUROC) to discriminate between patients with low and moderate/high disease activity. Associations between changes in MBDA score and clinical responses 6–12 weeks after initiation of anti–tumor necrosis factor or methotrexate treatment were evaluated by the AUROC. Results The MBDA score was significantly associated with the Disease Activity Score in 28 joints using the C-reactive protein level (DAS28-CRP) in both seropositive (AUROC 0.77, P < 0.001) and seronegative (AUROC 0.70, P < 0.001) patients. In subgroups based on age, sex, body mass index, and treatment, the MBDA score was associated with the DAS28-CRP (P < 0.05) in all seropositive and most seronegative subgroups. Changes in the MBDA score at 6–12 weeks could discriminate both American College of Rheumatology criteria for 50% improvement responses (P = 0.03) and DAS28-CRP improvement (P = 0.002). Changes in the MBDA score at 2 weeks were also associated with subsequent DAS28-CRP response (P = 0.02). Conclusion Our findings establish the criterion and discriminant validity of a novel multibiomarker test as an objective measure of RA disease activity to aid in the management of RA in patients with this condition. |
format | Online Article Text |
id | pubmed-3508159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-35081592013-01-28 Validation of a novel multibiomarker test to assess rheumatoid arthritis disease activity Curtis, Jeffrey R van der Helm-van Mil, Annette H Knevel, Rachel Huizinga, Tom W Haney, Douglas J Shen, Yijing Ramanujan, Saroja Cavet, Guy Centola, Michael Hesterberg, Lyndal K Chernoff, David Ford, Kerri Shadick, Nancy A Hamburger, Max Fleischmann, Roy Keystone, Edward Weinblatt, Michael E Arthritis Care Res (Hoboken) Rheumatoid Arthritis Objective Quantitative assessment of disease activity in rheumatoid arthritis (RA) is important for patient management, and additional objective information may aid rheumatologists in clinical decision making. We validated a recently developed multibiomarker disease activity (MBDA) test relative to clinical disease activity in diverse RA cohorts. Methods Serum samples were obtained from the Index for Rheumatoid Arthritis Measurement, Brigham and Women's Hospital Rheumatoid Arthritis Sequential Study, and Leiden Early Arthritis Clinic cohorts. Levels of 12 biomarkers were measured and combined according to a prespecified algorithm to generate the composite MBDA score. The relationship of the MBDA score to clinical disease activity was characterized separately in seropositive and seronegative patients using Pearson's correlations and the area under the receiver operating characteristic curve (AUROC) to discriminate between patients with low and moderate/high disease activity. Associations between changes in MBDA score and clinical responses 6–12 weeks after initiation of anti–tumor necrosis factor or methotrexate treatment were evaluated by the AUROC. Results The MBDA score was significantly associated with the Disease Activity Score in 28 joints using the C-reactive protein level (DAS28-CRP) in both seropositive (AUROC 0.77, P < 0.001) and seronegative (AUROC 0.70, P < 0.001) patients. In subgroups based on age, sex, body mass index, and treatment, the MBDA score was associated with the DAS28-CRP (P < 0.05) in all seropositive and most seronegative subgroups. Changes in the MBDA score at 6–12 weeks could discriminate both American College of Rheumatology criteria for 50% improvement responses (P = 0.03) and DAS28-CRP improvement (P = 0.002). Changes in the MBDA score at 2 weeks were also associated with subsequent DAS28-CRP response (P = 0.02). Conclusion Our findings establish the criterion and discriminant validity of a novel multibiomarker test as an objective measure of RA disease activity to aid in the management of RA in patients with this condition. John Wiley & Sons, Inc. 2012-12 2012-11-28 /pmc/articles/PMC3508159/ /pubmed/22736476 http://dx.doi.org/10.1002/acr.21767 Text en Copyright © 2012 by the American College of Rheumatology http://creativecommons.org/licenses/by/2.5/ Re-use of this article is permitted in accordance with the Creative Commons Deed, Attribution 2.5, which does not permit commercial exploitation. |
spellingShingle | Rheumatoid Arthritis Curtis, Jeffrey R van der Helm-van Mil, Annette H Knevel, Rachel Huizinga, Tom W Haney, Douglas J Shen, Yijing Ramanujan, Saroja Cavet, Guy Centola, Michael Hesterberg, Lyndal K Chernoff, David Ford, Kerri Shadick, Nancy A Hamburger, Max Fleischmann, Roy Keystone, Edward Weinblatt, Michael E Validation of a novel multibiomarker test to assess rheumatoid arthritis disease activity |
title | Validation of a novel multibiomarker test to assess rheumatoid arthritis disease activity |
title_full | Validation of a novel multibiomarker test to assess rheumatoid arthritis disease activity |
title_fullStr | Validation of a novel multibiomarker test to assess rheumatoid arthritis disease activity |
title_full_unstemmed | Validation of a novel multibiomarker test to assess rheumatoid arthritis disease activity |
title_short | Validation of a novel multibiomarker test to assess rheumatoid arthritis disease activity |
title_sort | validation of a novel multibiomarker test to assess rheumatoid arthritis disease activity |
topic | Rheumatoid Arthritis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3508159/ https://www.ncbi.nlm.nih.gov/pubmed/22736476 http://dx.doi.org/10.1002/acr.21767 |
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