Griffin Thomas A, Barnes Michael G, Ilowite Norman T, Olson Judyann C, Sherry David D, Gottlieb Beth S, Aronow Bruce J, Pavlidis Paul, Hinze Claas H, Thornton Sherry, Thompson Susan D, Grom Alexei A, Colbert Robert A, Glass David N
William S. Rowe Division of Pediatric Rheumatology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio 45229, USA.
Arthritis Rheum. 2009 Jul;60(7):2113-23. doi: 10.1002/art.24534.
To determine whether peripheral blood mononuclear cells (PBMCs) from children with recent-onset polyarticular juvenile idiopathic arthritis (JIA) exhibit biologically or clinically informative gene expression signatures.
Peripheral blood samples were obtained from 59 healthy children and 61 children with polyarticular JIA prior to treatment with second-line medications, such as methotrexate or biologic agents. RNA was extracted from isolated mononuclear cells, fluorescence labeled, and hybridized to commercial gene expression microarrays (Affymetrix HG-U133 Plus 2.0). Data were analyzed using analysis of variance at a 5% false discovery rate threshold after robust multichip analysis preprocessing and distance-weighted discrimination normalization.
Initial analysis revealed 873 probe sets for genes that were differentially expressed between polyarticular JIA patients and healthy controls. Hierarchical clustering of these probe sets distinguished 3 subgroups within the polyarticular JIA group. Prototypical patients within each subgroup were identified and used to define subgroup-specific gene expression signatures. One of these signatures was associated with monocyte markers, another with transforming growth factor beta-inducible genes, and a third with immediate early genes. Correlation of gene expression signatures with clinical and biologic features of JIA subgroups suggested relevance to aspects of disease activity and supported the division of polyarticular JIA into distinct subsets.
Gene expression signatures in PBMCs from patients with recent-onset polyarticular JIA reflect discrete disease processes and offer a molecular classification of disease.
确定近期发病的多关节型幼年特发性关节炎(JIA)患儿的外周血单个核细胞(PBMCs)是否表现出具有生物学或临床信息价值的基因表达特征。
在使用二线药物(如甲氨蝶呤或生物制剂)治疗前,从59名健康儿童和61名多关节型JIA患儿中采集外周血样本。从分离出的单个核细胞中提取RNA,进行荧光标记,并与商业基因表达微阵列(Affymetrix HG-U133 Plus 2.0)杂交。在经过稳健多芯片分析预处理和距离加权判别归一化后,使用错误发现率阈值为5%的方差分析对数据进行分析。
初步分析显示,多关节型JIA患者和健康对照之间有873个基因探针集差异表达。这些探针集的层次聚类在多关节型JIA组中区分出3个亚组。确定了每个亚组中的典型患者,并用于定义亚组特异性基因表达特征。其中一个特征与单核细胞标志物相关,另一个与转化生长因子β诱导基因相关,第三个与即刻早期基因相关。基因表达特征与JIA亚组的临床和生物学特征的相关性表明其与疾病活动的各个方面相关,并支持将多关节型JIA分为不同的子集。
近期发病的多关节型JIA患者PBMCs中的基因表达特征反映了不同的疾病过程,并提供了疾病的分子分类。