Institute of Experimental Immunology, University of Zurich, Zurich, Switzerland.
Department of Dermatology, Hollings Cancer Center, Medical University of South Carolina, Charleston, SC, USA.
Nat Med. 2019 Aug;25(8):1290-1300. doi: 10.1038/s41591-019-0521-4. Epub 2019 Jul 22.
Cytokine dysregulation is a central driver of chronic inflammatory diseases such as multiple sclerosis (MS). Here, we sought to determine the characteristic cellular and cytokine polarization profile in patients with relapsing-remitting multiple sclerosis (RRMS) by high-dimensional single-cell mass cytometry (CyTOF). Using a combination of neural network-based representation learning algorithms, we identified an expanded T helper cell subset in patients with MS, characterized by the expression of granulocyte-macrophage colony-stimulating factor and the C-X-C chemokine receptor type 4. This cellular signature, which includes expression of very late antigen 4 in peripheral blood, was also enriched in the central nervous system of patients with relapsing-remitting multiple sclerosis. In independent validation cohorts, we confirmed that this cell population is increased in patients with MS compared with other inflammatory and non-inflammatory conditions. Lastly, we also found the population to be reduced under effective disease-modifying therapy, suggesting that the identified T cell profile represents a specific therapeutic target in MS.
细胞因子失调是多发性硬化症(MS)等慢性炎症性疾病的主要驱动因素。在这里,我们通过高维单细胞质谱流式细胞术(CyTOF)试图确定复发性多发性硬化症(RRMS)患者的特征性细胞和细胞因子极化特征。通过使用基于神经网络的表示学习算法,我们在 MS 患者中鉴定出一个扩增的辅助性 T 细胞亚群,其特征在于粒细胞-巨噬细胞集落刺激因子和 C-X-C 趋化因子受体 4 的表达。这一细胞特征,包括外周血中晚期抗原 4 的表达,在复发性多发性硬化症患者的中枢神经系统中也有富集。在独立的验证队列中,我们证实与其他炎症性和非炎症性疾病相比,MS 患者中该细胞群体增加。最后,我们还发现该群体在有效的疾病修正治疗下减少,这表明所鉴定的 T 细胞特征代表了 MS 中的一个特定治疗靶点。