From the Department of Neurology (S.E., M.F., M.M., F.S., S.G., S.B., F.Z., F.L.), Focus Program Translational Neuroscience (FTN), and Immunotherapy (FZI), Rhine-Main Neuroscience Network (rmn), University Medical Center of the Johannes Gutenberg University, Mainz; and Institute of Medical Biostatistics (A.P.), Epidemiology and Informatics, University Medical Center of the Johannes Gutenberg University, Mainz, Germany.
Neurol Neuroimmunol Neuroinflamm. 2019 Jul 19;6(5). doi: 10.1212/NXI.0000000000000595. Print 2019 Sep.
We explored the incremental value of adding multiple disease activity biomarkers in CSF and serum for distinguishing MRI-based benign from aggressive MS in early disease course.
Ninety-three patients diagnosed with clinically isolated syndrome (CIS) or early MS were divided into 3 nonoverlapping severity groups defined by objective MRI criteria. Ninety-seven patients with noninflammatory neurologic disorders and 48 patients with other inflammatory neurologic diseases served as controls. Leukocyte subsets in the CSF were analyzed by flow cytometry. CSF neurofilament light chain (NfL) and chitinase-3-like protein 1 (CHI3L1) levels were measured by ELISA. Serum NfL levels were examined using single molecule array technology.
CSF CD20+/CD14+ ratios and NfL levels in CSF and serum were significantly different between high and low MRI severity groups, whereas no difference was found for CSF CHI3L1 levels. NfL levels in CSF and serum highly correlated. Receiver operating characteristic analysis demonstrated that the cumulative sums combining CSF CD20+/CD14+ ratios and NfL levels in serum or CSF considerably improved diagnostic accuracy. A composite score built from these 2 cumulative sums best distinguished MRI severity. These findings were validated by support vector machine analysis, which confirmed that the accuracy of the cumulative sums and composite score outperforms single biomarkers.
Patients with extreme manifestations of CIS or early MS defined by strict MRI parameters can be best distinguished by combining markers of intrathecal B-cell accumulation and axonal damage. This could stratify individual treatment decisions toward a more personalized immunotherapy.
我们探讨了在脑脊液和血清中添加多种疾病活动生物标志物,以区分早期疾病过程中基于 MRI 的良性和侵袭性多发性硬化症的增量价值。
93 名被诊断为临床孤立综合征(CIS)或早期多发性硬化症的患者根据客观 MRI 标准分为 3 个不重叠的严重程度组。97 名患有非炎症性神经疾病的患者和 48 名患有其他炎症性神经疾病的患者作为对照组。通过流式细胞术分析脑脊液中的白细胞亚群。通过 ELISA 测量脑脊液神经丝轻链(NfL)和壳聚糖酶-3 样蛋白 1(CHI3L1)水平。使用单分子阵列技术检查血清 NfL 水平。
高和低 MRI 严重程度组之间的 CSF CD20+/CD14+ 比值和 CSF 和血清中的 NfL 水平有显著差异,而 CSF CHI3L1 水平没有差异。CSF 和血清中的 NfL 水平高度相关。接受者操作特征分析表明,结合 CSF CD20+/CD14+ 比值和血清或 CSF 中的 NfL 水平的累积和极大地提高了诊断准确性。由这 2 个累积和构建的复合评分最佳地区分 MRI 严重程度。支持向量机分析验证了这些发现,该分析证实了累积和和复合评分的准确性优于单个生物标志物。
通过结合鞘内 B 细胞积累和轴突损伤的标志物,可以最好地区分通过严格 MRI 参数定义的 CIS 或早期 MS 表现极端的患者。这可以将个体的治疗决策分层为更个性化的免疫治疗。