Patterson Sarah L, Van Phan Hoang, Ye Chun Jimmie, Lanata Cristina, González Sebastián Cruz, Park Joonsuk, Criswell Lindsey A, Barbour Kamil E, Yazdany Jinoos, Dall'Era Maria, Sirota Marina, Katz Patricia, Langelier Charles R
Division of Rheumatology, University of California, San Francisco, CA, USA.
Division of Infectious Diseases, University of California, San Francisco, CA, USA.
EBioMedicine. 2024 Dec;110:105432. doi: 10.1016/j.ebiom.2024.105432. Epub 2024 Nov 11.
Physical activity is an adjunctive therapy that improves symptoms in people living with systemic lupus erythematosus (SLE), yet the mechanisms underlying this benefit remain unclear.
We carried out a cohort study of 123 patients with SLE enrolled in the California Lupus Epidemiology Study (CLUES). The primary predictor variable was self-reported physical activity, which was measured using a previously validated instrument. We analyzed peripheral blood mononuclear cell (PBMC) single-cell RNA sequencing (scRNA-seq) data available from the cohort. From the scRNA-seq data, we compared immune cell frequencies, cell-specific gene expression, biological signalling pathways, and upstream cytokine activation states between physically active and inactive patients, adjusting for age, sex and race.
We found that physical activity influenced immune cell frequencies, with sedentary patients most notably demonstrating greater CD4+ T cell lymphopenia (P = 0.028). Differential gene expression analysis identified a transcriptional signature of physical inactivity across five cell types. In CD4+ and CD8+ T cells, this signature was characterized by 686 and 445 differentially expressed genes (P < 0.1). Gene set enrichment analysis demonstrated enrichment of proinflammatory genes in the TNF-α signalling through NF-kB, interferon-γ (IFN-γ), IL2/STAT5, and IL6/JAK/STAT3 signalling pathways. Computational prediction of upstream cytokine activation states suggested CD4+ T cells from physically inactive patients exhibited increased activation of TNF-α, IFN-γ, IL1Β, and other proinflammatory cytokines. Network analysis demonstrated interconnectivity of genes driving the proinflammatory state of sedentary patients. Findings were consistent in sensitivity analyses adjusting for corticosteroid treatment and physical function.
Taken together, our findings suggest a mechanistic explanation for the observed benefits of physical activity in patients with SLE. Specifically, we find that physical inactivity is associated with altered frequencies and transcriptional profiles of immune cell populations and may exacerbate pathologic inflammatory signalling via CD4+ and CD8+ T cells.
This work was supported by the US National Institutes of Health (NIH) (R01 AR069616, K23HL138461-01A1, K23AT011768) the US CDC (U01DP0670), and the CZ Biohub.
体育活动是一种辅助疗法,可改善系统性红斑狼疮(SLE)患者的症状,但其有益作用的潜在机制尚不清楚。
我们对参加加利福尼亚狼疮流行病学研究(CLUES)的123例SLE患者进行了队列研究。主要预测变量是自我报告的体育活动,使用先前验证过的工具进行测量。我们分析了该队列中可用的外周血单个核细胞(PBMC)单细胞RNA测序(scRNA-seq)数据。从scRNA-seq数据中,我们比较了体育活动活跃和不活跃患者之间的免疫细胞频率、细胞特异性基因表达、生物信号通路和上游细胞因子激活状态,并对年龄、性别和种族进行了调整。
我们发现体育活动会影响免疫细胞频率,久坐不动的患者最明显地表现出更严重的CD4+T细胞淋巴细胞减少(P = 0.028)。差异基因表达分析确定了五种细胞类型中缺乏体育活动的转录特征。在CD4+和CD8+T细胞中,该特征分别由686个和445个差异表达基因表征(P < 0.1)。基因集富集分析表明,在通过NF-κB、干扰素-γ(IFN-γ)、IL2/STAT5和IL6/JAK/STAT3信号通路的TNF-α信号传导中,促炎基因富集。上游细胞因子激活状态的计算预测表明,久坐不动患者的CD4+T细胞表现出TNF-α、IFN-γ、IL1Β和其他促炎细胞因子的激活增加。网络分析表明,驱动久坐不动患者促炎状态的基因之间存在相互联系。在针对皮质类固醇治疗和身体功能进行调整的敏感性分析中,结果一致。
综上所述,我们的研究结果为体育活动对SLE患者的观察到的益处提供了一个机制解释。具体而言,我们发现缺乏体育活动与免疫细胞群体的频率和转录谱改变有关,并且可能通过CD4+和CD8+T细胞加剧病理性炎症信号传导。
这项工作得到了美国国立卫生研究院(NIH)(R01 AR069616、K23HL138461-01A1、K23AT011768)、美国疾病控制与预防中心(U01DP0670)和CZ生物中心的支持。