Karolinska Institute, Department of Clinical Neuroscience, Neuroimmunology Unit, Stockholm, Sweden.
PLoS One. 2013 May 7;8(5):e63172. doi: 10.1371/journal.pone.0063172. Print 2013.
Inflammatory mediators have crucial roles in leukocyte recruitment and subsequent central nervous system (CNS) neuroinflammation. The extent of neuronal injury and axonal loss are associated with the degree of CNS inflammation and determine physical disability in multiple sclerosis (MS). The aim of this study was to explore possible associations between a panel of selected cerebrospinal fluid biomarkers and robust clinical and demographic parameters in a large cohort of patients with MS and controls (n = 1066) using data-driven multivariate analysis. Levels of matrix metalloproteinase 9 (MMP9), chemokine (C-X-C motif) ligand 13 (CXCL13), osteopontin (OPN) and neurofilament-light chain (NFL) were measured by ELISA in 548 subjects comprising different MS subtypes (relapsing-remitting, secondary progressive and primary progressive), clinically isolated syndrome and persons with other neurological diseases with or without signs of inflammation/infection. Principal component analyses and orthogonal partial least squares methods were used for unsupervised and supervised interrogation of the data. Models were validated using data from a further 518 subjects in which one or more of the four selected markers were measured. There was a significant association between increased patient age and lower levels of CXCL13, MMP9 and NFL. CXCL13 levels correlated well with MMP9 in the younger age groups, but less so in older patients, and after approximately 54 years of age the levels of CXCL13 and MMP9 were consistently low. CXCL13 and MMP9 levels also correlated well with both NFL and OPN in younger patients. We demonstrate a strong effect of age on both inflammatory and neurodegenerative biomarkers in a large cohort of MS patients. The findings support an early use of adequate immunomodulatory disease modifying drugs, especially in younger patients, and may provide a biological explanation for the relative inefficacy of such treatments in older patients at later disease stages.
在白细胞募集和随后的中枢神经系统 (CNS) 神经炎症中,炎症介质起着至关重要的作用。神经元损伤和轴突丢失的程度与 CNS 炎症的程度相关,并决定多发性硬化症 (MS) 患者的身体残疾程度。本研究旨在使用数据驱动的多元分析方法,在一个包含大量 MS 患者和对照者(n=1066)的大样本中,探讨一系列选定的脑脊液生物标志物与可靠的临床和人口统计学参数之间的可能关联。采用 ELISA 法检测了基质金属蛋白酶 9 (MMP9)、趋化因子 (C-X-C 基序) 配体 13 (CXCL13)、骨桥蛋白 (OPN) 和神经丝轻链 (NFL) 在 548 例不同 MS 亚型(复发缓解型、继发进展型和原发进展型)、临床孤立综合征和伴有或不伴有炎症/感染迹象的其他神经疾病患者中的水平。采用主成分分析和正交偏最小二乘法对数据进行无监督和有监督分析。使用另外 518 例患者的数据验证了模型,这些患者中测量了 4 种选定标志物中的一种或多种。患者年龄增加与 CXCL13、MMP9 和 NFL 水平降低呈显著相关。在较年轻的年龄组中,CXCL13 水平与 MMP9 相关性较好,但在年龄较大的患者中相关性较差,而在大约 54 岁之后,CXCL13 和 MMP9 的水平始终较低。CXCL13 和 MMP9 水平在较年轻的患者中也与 NFL 和 OPN 有很好的相关性。我们在一个大型 MS 患者队列中证明了年龄对炎症和神经退行性生物标志物均有强烈影响。这些发现支持在年轻患者中尽早使用适当的免疫调节疾病修饰药物,尤其是在年轻患者中,并且可能为在疾病晚期较年长患者中此类治疗相对无效提供生物学解释。