Department of Neurology With Institute of Translational Neurology, University Hospital Münster, Albert-Schweitzer-Campus 1, Building A1, 48149, Münster, Germany.
Department of Neurology, University Hospital Düsseldorf, Düsseldorf, Germany.
J Neuroinflammation. 2023 Feb 23;20(1):46. doi: 10.1186/s12974-023-02733-w.
Neurological manifestations of autoimmune connective tissue diseases (CTD) are poorly understood and difficult to diagnose. We here aimed to address this shortcoming by studying immune cell compositions in CTD patients with and without neurological manifestation.
Using flow cytometry, we retrospectively investigated paired cerebrospinal fluid (CSF) and blood samples of 28 CTD patients without neurological manifestation, 38 CTD patients with neurological manifestation (N-CTD), 38 non-inflammatory controls, and 38 multiple sclerosis (MS) patients, a paradigmatic primary neuroinflammatory disease.
We detected an expansion of plasma cells in the blood of both N-CTD and CTD compared to non-inflammatory controls and MS. Blood plasma cells alone distinguished the clinically similar entities N-CTD and MS with high discriminatory performance (AUC: 0.81). Classical blood monocytes indicated higher disease activity in systemic lupus erythematosus (SLE) patients. Surprisingly, immune cells in the CSF did not differ significantly between N-CTD and CTD, while CD4 T cells and the CD4/CD8 ratio were elevated in the blood of N-CTD compared to CTD. Several B cell-associated parameters partially overlapped in the CSF in MS and N-CTD. We built a machine learning model that distinguished N-CTD from MS with high discriminatory power using either blood or CSF.
We here find that blood flow cytometry alone surprisingly suffices to distinguish CTD with neurological manifestations from clinically similar entities, suggesting that a rapid blood test could support clinicians in the differential diagnosis of N-CTD.
自身免疫性结缔组织病(CTD)的神经表现了解甚少,难以诊断。我们旨在通过研究有和无神经表现的 CTD 患者的免疫细胞组成来解决这一不足。
使用流式细胞术,我们回顾性地研究了 28 例无神经表现的 CTD 患者、38 例有神经表现的 CTD 患者(N-CTD)、38 例非炎症性对照和 38 例多发性硬化症(MS)患者的配对脑脊液(CSF)和血液样本,MS 是一种典型的原发性神经炎症性疾病。
我们发现 N-CTD 和 CTD 患者的血液中浆细胞扩张,与非炎症性对照和 MS 相比。血液浆细胞单独可以区分临床上相似的实体 N-CTD 和 MS,具有高鉴别性能(AUC:0.81)。经典的血液单核细胞表明系统性红斑狼疮(SLE)患者的疾病活动度更高。令人惊讶的是,N-CTD 和 CTD 患者的 CSF 中的免疫细胞没有显著差异,而与 CTD 相比,N-CTD 患者的血液中 CD4 T 细胞和 CD4/CD8 比值升高。在 MS 和 N-CTD 中,CSF 中部分 B 细胞相关参数重叠。我们构建了一个机器学习模型,该模型使用血液或 CSF 具有高鉴别力的区分 N-CTD 和 MS。
我们发现,单独的血液流式细胞术足以区分有神经表现的 CTD 与临床上相似的实体,这表明快速血液测试可以帮助临床医生进行 N-CTD 的鉴别诊断。