Harari Daniel, Orr Irit, Rotkopf Ron, Baranzini Sergio E, Schreiber Gideon
Department Biological Chemistry and
Bioinformatics and Biological Computing Unit, Department of Biological Services, The Weizmann Institute of Science, Rehovot 76100, Israel and.
Hum Mol Genet. 2015 Jun 1;24(11):3192-205. doi: 10.1093/hmg/ddv071. Epub 2015 Feb 26.
We analysed gene expression microarray data from whole blood samples from 228 multiple sclerosis (MS) patients either untreated or treated with one of three alternative commonly used interferon beta (IFNβ) disease modifying drugs: Avonex (×1 weekly), Betaseron (every second day) or Rebif (×3 weekly). Patient injections were not timed to coordinate sample collections, thus providing a global transcriptomic profile for each population of patients studied. Three hundred and fifty one genes were significantly differentially expressed by at least one of the IFNβ drugs. Despite the different drug sources with distinct injection and dosage protocols, a striking similarity was found in the identity and functional classes of the differentially expressed genes induced. Using the 25 most-upregulated genes, we defined a robust IFNβ gene expression signature that quantifies the IFN activation state per blood sample collected irrespective of the type of IFNβ therapy. This 25-gene signature also defined basal IFN activation states among untreated MS patients, which differed among individuals but remained relatively constant per patient with time. The maximum drug-induced IFN-activation state was similar for all three drugs despite a 1.7-2.0-fold diminished average effect for Avonex. This and a more erratic effect of Avonex per patient across longitudinal measurements is likely a result of its reduced injection frequency. In summary, we have defined a robust blood-derived type I IFN gene signature from MS patients. This signature could potentially serve to generically quantify the systemic Type I IFN activation status for any other clinical manifestation, inclusive of other autoimmune diseases.
我们分析了来自228例多发性硬化症(MS)患者全血样本的基因表达微阵列数据,这些患者未接受治疗或接受了三种常用的干扰素β(IFNβ)疾病修饰药物之一的治疗:Avonex(每周1次)、Betaseron(每隔一天)或Rebif(每周3次)。患者的注射时间与样本采集时间未进行协调,从而为所研究的每组患者提供了一个整体转录组概况。至少有一种IFNβ药物使351个基因有显著差异表达。尽管药物来源不同,注射和剂量方案也不同,但在所诱导的差异表达基因的种类和功能类别中发现了惊人的相似性。利用上调最明显的25个基因,我们定义了一个强大的IFNβ基因表达特征,可量化所采集的每个血样中的IFN激活状态,而与IFNβ治疗类型无关。这个25基因特征还定义了未治疗的MS患者中的基础IFN激活状态,个体之间存在差异,但每位患者随时间相对保持恒定。尽管Avonex的平均效应降低了1.7 - 2.0倍,但所有三种药物的最大药物诱导IFN激活状态相似。这一点以及Avonex在纵向测量中每位患者的效应更不稳定,可能是其注射频率降低的结果。总之,我们从MS患者中定义了一个强大的血液来源的I型IFN基因特征。这个特征可能潜在地用于一般量化任何其他临床表现(包括其他自身免疫性疾病)的全身I型IFN激活状态。