Department of Neurology, ALS Biomarker Laboratory-James G Cannon Research Center, Carolinas Medical Center, Charlotte, NC 28203-6110, USA.
BMC Med Genomics. 2011 Oct 25;4:74. doi: 10.1186/1755-8794-4-74.
Sporadic amyotrophic lateral sclerosis (sALS) is a motor neuron disease with poorly understood etiology. Results of gene expression profiling studies of whole blood from ALS patients have not been validated and are difficult to relate to ALS pathogenesis because gene expression profiles depend on the relative abundance of the different cell types present in whole blood. We conducted microarray analyses using Agilent Human Whole Genome 4 × 44k Arrays on a more homogeneous cell population, namely purified peripheral blood lymphocytes (PBLs), from ALS patients and healthy controls to identify molecular signatures possibly relevant to ALS pathogenesis.
Differentially expressed genes were determined by LIMMA (Linear Models for MicroArray) and SAM (Significance Analysis of Microarrays) analyses. The SAFE (Significance Analysis of Function and Expression) procedure was used to identify molecular pathway perturbations. Proteasome inhibition assays were conducted on cultured peripheral blood mononuclear cells (PBMCs) from ALS patients to confirm alteration of the Ubiquitin/Proteasome System (UPS).
For the first time, using SAFE in a global gene ontology analysis (gene set size 5-100), we show significant perturbation of the KEGG (Kyoto Encyclopedia of Genes and Genomes) ALS pathway of motor neuron degeneration in PBLs from ALS patients. This was the only KEGG disease pathway significantly upregulated among 25, and contributing genes, including SOD1, represented 54% of the encoded proteins or protein complexes of the KEGG ALS pathway. Further SAFE analysis, including gene set sizes >100, showed that only neurodegenerative diseases (4 out of 34 disease pathways) including ALS were significantly upregulated. Changes in UBR2 expression correlated inversely with time since onset of disease and directly with ALSFRS-R, implying that UBR2 was increased early in the course of ALS. Cultured PBMCs from ALS patients accumulated more ubiquitinated proteins than PBMCs from healthy controls in a serum-dependent manner confirming changes in this pathway.
Our study indicates that PBLs from sALS patients are strong responders to systemic signals or local signals acquired by cell trafficking, representing changes in gene expression similar to those present in brain and spinal cord of sALS patients. PBLs may provide a useful means to study ALS pathogenesis.
散发性肌萎缩侧索硬化症(sALS)是一种运动神经元疾病,其病因尚不清楚。对 ALS 患者全血进行基因表达谱分析的结果尚未得到验证,也难以与 ALS 发病机制相关联,因为基因表达谱取决于全血中不同细胞类型的相对丰度。我们使用 Agilent Human Whole Genome 4 × 44k Arrays 对更同质的细胞群体,即纯化的外周血淋巴细胞(PBLs)进行微阵列分析,对 ALS 患者和健康对照者进行分析,以鉴定可能与 ALS 发病机制相关的分子特征。
通过 LIMMA(线性模型用于微阵列)和 SAM(微阵列的显著性分析)分析确定差异表达的基因。使用 SAFE(功能和表达的显著性分析)程序鉴定分子途径的改变。对来自 ALS 患者的培养外周血单核细胞(PBMCs)进行蛋白酶体抑制试验,以确认泛素/蛋白酶体系统(UPS)的改变。
首次使用 SAFE 在全基因本体分析(基因集大小为 5-100)中,我们显示 ALS 患者 PBLs 中运动神经元退变的 KEGG(京都基因和基因组百科全书)ALS 途径的显著改变。这是在 25 个和贡献基因中唯一上调的 KEGG 疾病途径,包括 SOD1,占 KEGG ALS 途径编码蛋白或蛋白复合物的 54%。进一步的 SAFE 分析,包括基因集大小>100,表明只有神经退行性疾病(34 种疾病途径中的 4 种),包括 ALS,显著上调。UBR2 表达的变化与疾病发病时间呈反比,与 ALSFRS-R 直接相关,表明 UBR2 在 ALS 病程早期增加。与健康对照组相比,来自 ALS 患者的培养 PBMCs 以血清依赖性方式积累了更多的泛素化蛋白,证实了该途径的改变。
我们的研究表明,sALS 患者的 PBLs 对全身信号或通过细胞迁移获得的局部信号有强烈的反应,表现出与 sALS 患者脑和脊髓中存在的基因表达相似的变化。PBLs 可能为研究 ALS 发病机制提供一种有用的手段。