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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2012
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.
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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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