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Integration of genetic and clinical risk factors improves the risk classification of uveitis in patients with juvenile idiopathic arthritis.
- Source :
-
Arthritis & rheumatology (Hoboken, N.J.) [Arthritis Rheumatol] 2024 Jul 19. Date of Electronic Publication: 2024 Jul 19. - Publication Year :
- 2024
- Publisher :
- Ahead of Print
-
Abstract
- Objectives: Juvenile idiopathic arthritis (JIA)-associated uveitis (JIAU) is a serious JIA comorbidity that can result in vision impairment. This study aimed to identify genetic risk factors, within the major histocompatibility complex , for JIAU and evaluate their contribution for improving risk classification when combined with clinical risk factors.<br />Methods: Data on single nucleotide polymorphisms, amino acids and classical human leukocyte antigen (HLA) alleles were available for 2,497 JIA patients without uveitis and 579 JIAU patients (female=2060, male=1015). Analysis was restricted to patients with inferred European ancestry. Forward conditional logistic regression identified genetic markers exceeding a Bonferroni corrected significance (6x10 <superscript>-6</superscript> ). Multivariable logistic regression estimated the effects of clinical and genetic risk factors and a likelihood ratio test calculated the improvement in model fit when adding genetic factors. Uveitis risk classification performance of a model integrating genetic and clinical risk factors was estimated using area under the receiver operator characteristic curve and compared to a model of clinical risk factors alone.<br />Results: Three genetic risk factors were identified mapping to HLA-DRB1, HLA-DPB1 and HLA-A. These markers were statistically independent from clinical risk factors and significantly improved the fit of a model when included with clinical risk factors (P = 3.3x10 <superscript>-23</superscript> ). The addition of genetic markers improved the classification of JIAU compared to a model of clinical risk factors alone (AUC 0.75 vs. 0.71).<br />Conclusions: Integration of a genetic and clinical risk prediction model outperforms a model based solely on clinical risk factors. Future JIAU risk prediction models should include genetic risk factors.<br /> (This article is protected by copyright. All rights reserved.)
Details
- Language :
- English
- ISSN :
- 2326-5205
- Database :
- MEDLINE
- Journal :
- Arthritis & rheumatology (Hoboken, N.J.)
- Publication Type :
- Academic Journal
- Accession number :
- 39030878
- Full Text :
- https://doi.org/10.1002/art.42955