Department of Neuroimmunology, Netherlands Institute for Neuroscience, Institute of the Royal Netherlands Academy of Arts and Sciences, Amsterdam, The Netherlands.
Department of Astrocyte Biology and Neurodegeneration, Netherlands Institute for Neuroscience, Institute of the Royal Netherlands Academy of Arts and Sciences, Amsterdam, The Netherlands.
Acta Neuropathol Commun. 2019 Apr 25;7(1):60. doi: 10.1186/s40478-019-0705-7.
Inter-individual differences in cortisol production by the hypothalamus-pituitary-adrenal (HPA) axis are thought to contribute to clinical and pathological heterogeneity of multiple sclerosis (MS). At the same time, accumulating evidence indicates that MS pathogenesis may originate in the normal-appearing white matter (NAWM). Therefore, we performed a genome-wide transcriptional analysis, by Agilent microarray, of post-mortem NAWM of 9 control subjects and 18 MS patients to investigate to what extent gene expression reflects disease heterogeneity and HPA-axis activity. Activity of the HPA axis was determined by cortisol levels in cerebrospinal fluid and by numbers of corticotropin-releasing neurons in the hypothalamus, while duration of MS and time to EDSS6 served as indicator of disease severity. Applying weighted gene co-expression network analysis led to the identification of a range of gene modules with highly similar co-expression patterns that strongly correlated with various indicators of HPA-axis activity and/or severity of MS. Interestingly, molecular profiles associated with relatively mild MS and high HPA-axis activity were characterized by increased expression of genes that actively regulate inflammation and by molecules involved in myelination, anti-oxidative mechanism, and neuroprotection. Additionally, group-wise comparisons of gene expression in white matter from control subjects and NAWM from (subpopulations of) MS patients uncovered disease-associated gene expression as well as strongly up- or downregulated genes in patients with relatively benign MS and/or high HPA-axis activity, with many differentially expressed genes being previously undescribed in the context of MS. Overall, the data suggest that HPA-axis activity strongly impacts on molecular mechanisms in NAWM of MS patients, but partly also independently of disease severity.
个体间下丘脑-垂体-肾上腺(HPA)轴皮质醇生成的差异被认为是导致多发性硬化症(MS)临床表现和病理学异质性的原因之一。与此同时,越来越多的证据表明,MS 的发病机制可能起源于正常外观的白质(NAWM)。因此,我们通过 Agilent 微阵列对 9 名对照受试者和 18 名 MS 患者的死后 NAWM 进行了全基因组转录分析,以研究基因表达在多大程度上反映疾病异质性和 HPA 轴活性。HPA 轴的活性通过脑脊液中的皮质醇水平和下丘脑促肾上腺皮质激素释放神经元的数量来确定,而 MS 的持续时间和 EDSS6 时间则作为疾病严重程度的指标。应用加权基因共表达网络分析导致了一系列具有高度相似共表达模式的基因模块的鉴定,这些模块与各种 HPA 轴活性和/或 MS 严重程度的指标强烈相关。有趣的是,与相对较轻的 MS 和较高的 HPA 轴活性相关的分子谱特征是积极调节炎症的基因表达增加,以及与髓鞘形成、抗氧化机制和神经保护有关的分子。此外,对对照受试者的白质和 MS 患者的 NAWM(亚群)的基因表达进行组间比较,揭示了与疾病相关的基因表达以及在相对良性的 MS 患者和/或高 HPA 轴活性患者中上调或下调的基因,其中许多差异表达的基因在 MS 背景下以前未被描述。总体而言,这些数据表明,HPA 轴活性强烈影响 MS 患者 NAWM 中的分子机制,但部分也独立于疾病严重程度。