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Novel multiplex technology for diagnostic characterization of rheumatoid arthritis

INTRODUCTION: The aim of this study was to develop a clinical-grade, automated, multiplex system for the differential diagnosis and molecular stratification of rheumatoid arthritis (RA). METHODS: We profiled autoantibodies, cytokines, and bone-turnover products in sera from 120 patients with a diagn...

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Autores principales: Chandra, Piyanka E, Sokolove, Jeremy, Hipp, Berthold G, Lindstrom, Tamsin M, Elder, James T, Reveille, John D, Eberl, Heike, Klause, Ursula, Robinson, William H
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3218917/
https://www.ncbi.nlm.nih.gov/pubmed/21702928
http://dx.doi.org/10.1186/ar3383
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author Chandra, Piyanka E
Sokolove, Jeremy
Hipp, Berthold G
Lindstrom, Tamsin M
Elder, James T
Reveille, John D
Eberl, Heike
Klause, Ursula
Robinson, William H
author_facet Chandra, Piyanka E
Sokolove, Jeremy
Hipp, Berthold G
Lindstrom, Tamsin M
Elder, James T
Reveille, John D
Eberl, Heike
Klause, Ursula
Robinson, William H
author_sort Chandra, Piyanka E
collection PubMed
description INTRODUCTION: The aim of this study was to develop a clinical-grade, automated, multiplex system for the differential diagnosis and molecular stratification of rheumatoid arthritis (RA). METHODS: We profiled autoantibodies, cytokines, and bone-turnover products in sera from 120 patients with a diagnosis of RA of < 6 months' duration, as well as in sera from 27 patients with ankylosing spondylitis, 28 patients with psoriatic arthritis, and 25 healthy individuals. We used a commercial bead assay to measure cytokine levels and developed an array assay based on novel multiplex technology (Immunological Multi-Parameter Chip Technology) to evaluate autoantibody reactivities and bone-turnover markers. Data were analyzed by Significance Analysis of Microarrays and hierarchical clustering software. RESULTS: We developed a highly reproducible, automated, multiplex biomarker assay that can reliably distinguish between RA patients and healthy individuals or patients with other inflammatory arthritides. Identification of distinct biomarker signatures enabled molecular stratification of early-stage RA into clinically relevant subtypes. In this initial study, multiplex measurement of a subset of the differentiating biomarkers provided high sensitivity and specificity in the diagnostic discrimination of RA: Use of 3 biomarkers yielded a sensitivity of 84.2% and a specificity of 93.8%, and use of 4 biomarkers a sensitivity of 59.2% and a specificity of 96.3%. CONCLUSIONS: The multiplex biomarker assay described herein has the potential to diagnose RA with greater sensitivity and specificity than do current clinical tests. Its ability to stratify RA patients in an automated and reproducible manner paves the way for the development of assays that can guide RA therapy.
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spelling pubmed-32189172011-11-18 Novel multiplex technology for diagnostic characterization of rheumatoid arthritis Chandra, Piyanka E Sokolove, Jeremy Hipp, Berthold G Lindstrom, Tamsin M Elder, James T Reveille, John D Eberl, Heike Klause, Ursula Robinson, William H Arthritis Res Ther Research Article INTRODUCTION: The aim of this study was to develop a clinical-grade, automated, multiplex system for the differential diagnosis and molecular stratification of rheumatoid arthritis (RA). METHODS: We profiled autoantibodies, cytokines, and bone-turnover products in sera from 120 patients with a diagnosis of RA of < 6 months' duration, as well as in sera from 27 patients with ankylosing spondylitis, 28 patients with psoriatic arthritis, and 25 healthy individuals. We used a commercial bead assay to measure cytokine levels and developed an array assay based on novel multiplex technology (Immunological Multi-Parameter Chip Technology) to evaluate autoantibody reactivities and bone-turnover markers. Data were analyzed by Significance Analysis of Microarrays and hierarchical clustering software. RESULTS: We developed a highly reproducible, automated, multiplex biomarker assay that can reliably distinguish between RA patients and healthy individuals or patients with other inflammatory arthritides. Identification of distinct biomarker signatures enabled molecular stratification of early-stage RA into clinically relevant subtypes. In this initial study, multiplex measurement of a subset of the differentiating biomarkers provided high sensitivity and specificity in the diagnostic discrimination of RA: Use of 3 biomarkers yielded a sensitivity of 84.2% and a specificity of 93.8%, and use of 4 biomarkers a sensitivity of 59.2% and a specificity of 96.3%. CONCLUSIONS: The multiplex biomarker assay described herein has the potential to diagnose RA with greater sensitivity and specificity than do current clinical tests. Its ability to stratify RA patients in an automated and reproducible manner paves the way for the development of assays that can guide RA therapy. BioMed Central 2011 2011-06-24 /pmc/articles/PMC3218917/ /pubmed/21702928 http://dx.doi.org/10.1186/ar3383 Text en Copyright ©2011 Chandra et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited
spellingShingle Research Article
Chandra, Piyanka E
Sokolove, Jeremy
Hipp, Berthold G
Lindstrom, Tamsin M
Elder, James T
Reveille, John D
Eberl, Heike
Klause, Ursula
Robinson, William H
Novel multiplex technology for diagnostic characterization of rheumatoid arthritis
title Novel multiplex technology for diagnostic characterization of rheumatoid arthritis
title_full Novel multiplex technology for diagnostic characterization of rheumatoid arthritis
title_fullStr Novel multiplex technology for diagnostic characterization of rheumatoid arthritis
title_full_unstemmed Novel multiplex technology for diagnostic characterization of rheumatoid arthritis
title_short Novel multiplex technology for diagnostic characterization of rheumatoid arthritis
title_sort novel multiplex technology for diagnostic characterization of rheumatoid arthritis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3218917/
https://www.ncbi.nlm.nih.gov/pubmed/21702928
http://dx.doi.org/10.1186/ar3383
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