Hum Mol Genet. 2013 Oct 15;22(20):4194-205. doi: 10.1093/hmg/ddt267. Epub 2013 Jun 6.
Multiple sclerosis (MS) is the most common autoimmune disease of the central nervous system (CNS). It is characterized by the infiltration of autoreactive immune cells into the CNS, which target the myelin sheath, leading to the loss of neuronal function. Although it is accepted that MS is a multifactorial disorder with both genetic and environmental factors influencing its development and course, the molecular pathogenesis of MS has not yet been fully elucidated. Here, we studied the longitudinal gene expression profiles of whole-blood RNA from a cohort of 195 MS patients and 66 healthy controls. We analyzed these transcriptomes at both the individual transcript and the biological pathway level. We found 62 transcripts to be significantly up-regulated in MS patients; the expression of 11 of these genes was counter-regulated by interferon treatment, suggesting partial restoration of a 'healthy' gene expression profile. Global pathway analyses linked the proteasome and Wnt signaling to MS disease processes. Since genotypes from a subset of individuals were available, we were able to identify expression quantitative trait loci (eQTL), a number of which involved two genes of the MS gene signature. However, all these eQTL were also present in healthy controls. This study highlights the challenge posed by analyzing transcripts from whole blood and how these can be mitigated by using large, well-characterized cohorts of patients with longitudinal follow-up and multi-modality measurements.
多发性硬化症(MS)是中枢神经系统(CNS)最常见的自身免疫性疾病。其特征是自身反应性免疫细胞浸润中枢神经系统,靶向髓鞘,导致神经元功能丧失。尽管公认 MS 是一种多因素疾病,遗传和环境因素都影响其发展和病程,但 MS 的分子发病机制尚未完全阐明。在这里,我们研究了来自 195 名 MS 患者和 66 名健康对照者的全血 RNA 的纵向基因表达谱。我们在单个转录本和生物途径水平上分析了这些转录组。我们发现 MS 患者有 62 个转录本显著上调;其中 11 个基因的表达受干扰素治疗调节,这表明部分恢复了“健康”的基因表达谱。全局途径分析将蛋白酶体和 Wnt 信号与 MS 疾病过程联系起来。由于有一部分个体的基因型可用,我们能够鉴定出表达数量性状基因座(eQTL),其中一些涉及 MS 基因特征的两个基因。然而,所有这些 eQTL 在健康对照中也存在。本研究强调了从全血中分析转录本所带来的挑战,以及如何通过使用具有纵向随访和多模态测量的大型、特征良好的患者队列来缓解这些挑战。