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Whole Blood Gene Expression Profiling Predicts Therapeutic Response at Six Months in Patients With Polyarticular Juvenile Idiopathic Arthritis

OBJECTIVE: To determine whether gene expression profiles identified in peripheral whole blood samples could be used to determine therapeutic outcome in a cohort of children with newly diagnosed polyarticular juvenile idiopathic arthritis (JIA). METHODS: Whole blood samples from the Trial of Early Ag...

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Autores principales: Jiang, Kaiyu, Sawle, Ashley D, Frank, M Barton, Chen, Yanmin, Wallace, Carol A, Jarvis, James N
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4077198/
https://www.ncbi.nlm.nih.gov/pubmed/24782192
http://dx.doi.org/10.1002/art.38341
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author Jiang, Kaiyu
Sawle, Ashley D
Frank, M Barton
Chen, Yanmin
Wallace, Carol A
Jarvis, James N
author_facet Jiang, Kaiyu
Sawle, Ashley D
Frank, M Barton
Chen, Yanmin
Wallace, Carol A
Jarvis, James N
author_sort Jiang, Kaiyu
collection PubMed
description OBJECTIVE: To determine whether gene expression profiles identified in peripheral whole blood samples could be used to determine therapeutic outcome in a cohort of children with newly diagnosed polyarticular juvenile idiopathic arthritis (JIA). METHODS: Whole blood samples from the Trial of Early Aggressive Therapy (TREAT) in JIA patients were analyzed on Illumina microarrays, and differential gene expression was compared to expression in healthy controls. Microarray results were validated by real-time quantitative polymerase chain reaction in an independent cohort of samples. Pathway analysis software was used to characterize gene expression profiles. Support vector machines were used to develop predictive models for different patient classes. RESULTS: Differential gene expression profiles for rheumatoid factor (RF)–positive and RF-negative patients were remarkably similar. Pathway analysis revealed a broad range of affected pathways, consistent with current mechanistic theories. Modeling showed that the prognosis at 6 months was strongly linked to gene expression at presentation, irrespective of treatment. CONCLUSION: Gene expression is linked to therapeutic outcome, and gene expression in the peripheral blood may be a suitable target for a prognostic test.
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spelling pubmed-40771982014-07-01 Whole Blood Gene Expression Profiling Predicts Therapeutic Response at Six Months in Patients With Polyarticular Juvenile Idiopathic Arthritis Jiang, Kaiyu Sawle, Ashley D Frank, M Barton Chen, Yanmin Wallace, Carol A Jarvis, James N Arthritis Rheumatol Pediatric Rheumatology OBJECTIVE: To determine whether gene expression profiles identified in peripheral whole blood samples could be used to determine therapeutic outcome in a cohort of children with newly diagnosed polyarticular juvenile idiopathic arthritis (JIA). METHODS: Whole blood samples from the Trial of Early Aggressive Therapy (TREAT) in JIA patients were analyzed on Illumina microarrays, and differential gene expression was compared to expression in healthy controls. Microarray results were validated by real-time quantitative polymerase chain reaction in an independent cohort of samples. Pathway analysis software was used to characterize gene expression profiles. Support vector machines were used to develop predictive models for different patient classes. RESULTS: Differential gene expression profiles for rheumatoid factor (RF)–positive and RF-negative patients were remarkably similar. Pathway analysis revealed a broad range of affected pathways, consistent with current mechanistic theories. Modeling showed that the prognosis at 6 months was strongly linked to gene expression at presentation, irrespective of treatment. CONCLUSION: Gene expression is linked to therapeutic outcome, and gene expression in the peripheral blood may be a suitable target for a prognostic test. Blackwell Publishing Ltd 2014-05 2014-04-28 /pmc/articles/PMC4077198/ /pubmed/24782192 http://dx.doi.org/10.1002/art.38341 Text en © 2014 The Authors. Arthritis & Rheumatology is published by Wiley Periodicals, Inc. on behalf of the American College of Rheumatology. http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.
spellingShingle Pediatric Rheumatology
Jiang, Kaiyu
Sawle, Ashley D
Frank, M Barton
Chen, Yanmin
Wallace, Carol A
Jarvis, James N
Whole Blood Gene Expression Profiling Predicts Therapeutic Response at Six Months in Patients With Polyarticular Juvenile Idiopathic Arthritis
title Whole Blood Gene Expression Profiling Predicts Therapeutic Response at Six Months in Patients With Polyarticular Juvenile Idiopathic Arthritis
title_full Whole Blood Gene Expression Profiling Predicts Therapeutic Response at Six Months in Patients With Polyarticular Juvenile Idiopathic Arthritis
title_fullStr Whole Blood Gene Expression Profiling Predicts Therapeutic Response at Six Months in Patients With Polyarticular Juvenile Idiopathic Arthritis
title_full_unstemmed Whole Blood Gene Expression Profiling Predicts Therapeutic Response at Six Months in Patients With Polyarticular Juvenile Idiopathic Arthritis
title_short Whole Blood Gene Expression Profiling Predicts Therapeutic Response at Six Months in Patients With Polyarticular Juvenile Idiopathic Arthritis
title_sort whole blood gene expression profiling predicts therapeutic response at six months in patients with polyarticular juvenile idiopathic arthritis
topic Pediatric Rheumatology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4077198/
https://www.ncbi.nlm.nih.gov/pubmed/24782192
http://dx.doi.org/10.1002/art.38341
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