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类风湿关节炎外周血基因表达的模块化分析可捕获肿瘤坏死因子反应者中可重复的基因表达变化。

Modular analysis of peripheral blood gene expression in rheumatoid arthritis captures reproducible gene expression changes in tumor necrosis factor responders.

机构信息

Feinstein Institute for Medical Research, Manhasset, New York.

出版信息

Arthritis Rheumatol. 2015 Feb;67(2):344-51. doi: 10.1002/art.38947.

Abstract

OBJECTIVE

To establish whether the analysis of whole-blood gene expression is useful in predicting or monitoring response to anti-tumor necrosis factor (anti-TNF) therapy in patients with rheumatoid arthritis (RA).

METHODS

Whole-blood RNA (using a PAXgene system to stabilize whole-blood RNA in the collection tube) was obtained at baseline and at 14 weeks from 3 independent cohorts, consisting of a combined total of 240 RA patients who were beginning therapy with anti-TNF. We used an approach to gene expression analysis that is based on modular patterns of gene expression, or modules.

RESULTS

Good and moderate responders according to the European League Against Rheumatism criteria exhibited highly significant and consistent changes in multiple gene expression modules after 14 weeks of therapy, as demonstrated by hypergeometric analysis. Strikingly, nonresponders exhibited very little change in any modules, despite exposure to TNF blockade. These patterns of change were highly consistent across all 3 cohorts, indicating that immunologic changes after TNF treatment are specific to the combination of both drug exposure and responder status. In contrast, modular patterns of gene expression did not exhibit consistent differences between responders and nonresponders at baseline in the 3 study cohorts.

CONCLUSION

These data provide evidence that using gene expression modules related to inflammatory disease may provide a valuable method for objective monitoring of the response of RA patients who are treated with TNF inhibitors.

摘要

目的

确定全血基因表达分析是否有助于预测或监测类风湿关节炎(RA)患者对抗肿瘤坏死因子(anti-TNF)治疗的反应。

方法

从 3 个独立队列中采集了基线和 14 周的全血 RNA(使用 PAXgene 系统在收集管中稳定全血 RNA),共纳入了 240 名开始接受 anti-TNF 治疗的 RA 患者。我们使用了一种基于基因表达模块模式的基因表达分析方法。

结果

根据欧洲抗风湿病联盟的标准,良好和中度反应者在 14 周的治疗后,多个基因表达模块发生了显著且一致的变化,这通过超几何分析得到了证明。令人惊讶的是,尽管接受了 TNF 阻断治疗,但无反应者在任何模块中都没有明显变化。这些变化模式在所有 3 个队列中高度一致,表明 TNF 治疗后的免疫变化特异性地与药物暴露和反应者状态的组合有关。相比之下,在 3 个研究队列中,反应者和无反应者在基线时的基因表达模块模式没有一致的差异。

结论

这些数据提供了证据,表明使用与炎症性疾病相关的基因表达模块可能为 TNF 抑制剂治疗的 RA 患者的反应提供一种有价值的客观监测方法。

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