Sarah L Patterson, Hoang Van Phan, Chun Jimmie Ye, Cristina Lanata, Sebastián Cruz González, Joonsuk Park, Lindsey A Criswell, Kamil E Barbour, Jinoos Yazdany, Maria Dall'Era, Marina Sirota, Patricia Katz, Charles R Langelier
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引用次数: 0
摘要
背景:体育锻炼是一种辅助疗法,可改善系统性红斑狼疮(SLE)患者的症状,但这种益处的机制仍不清楚:我们对加州狼疮流行病学研究(CLUES)中的 123 名系统性红斑狼疮患者进行了一项队列研究。主要的预测变量是自我报告的体力活动量,该量值是通过以前验证过的工具测量的。我们分析了队列中的外周血单核细胞(PBMC)单细胞 RNA 测序(scRNA-seq)数据。根据 scRNA-seq 数据,我们比较了体力活动患者和非体力活动患者的免疫细胞频率、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:我们发现体力活动会影响免疫细胞的频率,久坐不动的患者最明显地表现出更严重的 CD4+ T 细胞淋巴细胞减少症(Padj = 0.028)。差异基因表达分析在五种细胞类型中发现了体力活动不足的转录特征。在 CD4+ 和 CD8+ T 细胞中,这一特征分别由 686 和 445 个差异表达基因组成(Padj 解释):综上所述,我们的研究结果为系统性红斑狼疮患者从体育锻炼中获益提供了一种机理解释。具体来说,我们发现缺乏运动与免疫细胞群的频率和转录谱的改变有关,并可能通过 CD4+ 和 CD8+ T 细胞加剧病理性炎症信号:这项工作得到了美国国立卫生研究院(NIH)(R01 AR069616、K23HL138461-01A1、K23AT011768)、美国疾病预防控制中心(U01DP0670)和CZ生物中心的支持。
Physical inactivity exacerbates pathologic inflammatory signalling at the single cell level in patients with systemic lupus.
Background: 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.
Methods: 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.
Findings: We found that physical activity influenced immune cell frequencies, with sedentary patients most notably demonstrating greater CD4+ T cell lymphopenia (Padj = 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 (Padj < 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.
Interpretation: 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.
Funding: 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.
EBioMedicineBiochemistry, Genetics and Molecular Biology-General Biochemistry,Genetics and Molecular Biology
CiteScore
17.70
自引率
0.90%
发文量
579
审稿时长
5 weeks
期刊介绍:
eBioMedicine is a comprehensive biomedical research journal that covers a wide range of studies that are relevant to human health. Our focus is on original research that explores the fundamental factors influencing human health and disease, including the discovery of new therapeutic targets and treatments, the identification of biomarkers and diagnostic tools, and the investigation and modification of disease pathways and mechanisms. We welcome studies from any biomedical discipline that contribute to our understanding of disease and aim to improve human health.