单细胞RNA测序分析揭示了半程马拉松运动员运动诱导的转录动力学

IF 3.5 2区 医学 Q1 SPORT SCIENCES
Laura Veschetti, Cristina Patuzzo, Mirko Treccani, Lucas Moron Dalla Tor, Michela Deiana, Samuele Cheri, Francesca Griggio, Giuseppe Lippi, Federico Schena, Daniele De Santis, Luca Dalle Carbonare, Cantor Tarperi, Elisabetta Trabetti, Maria Teresa Valenti, Giovanni Malerba
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引用次数: 0

摘要

先前的运动科学研究表明,经常锻炼对人体健康有积极影响。然而,耐力运动的影响及其潜在机制仍未完全了解。其中一个主要的争论是关于高强度运动中免疫动力学的调节。作为意大利维罗纳“Run 4 Science”项目的一部分,我们对半程马拉松业余运动员进行了单细胞RNA测序分析,以研究耐力运动后外周血单个核细胞的转录动力学。在跑半程马拉松之前和之后收集了四名参与者的血液样本,在单细胞水平上对免疫细胞进行全面的转录组学分析。我们的分析揭示了耐力运动后转录谱的显著变化。髓细胞的调节提示应激反应的激活(6个相关通路,p <;0.04)和与病毒过程相关的途径(4个相关途径,p <;0.03),而在淋巴样细胞中,它们暗示着向免疫激活的转变(24个相关途径,p <;0.01)。此外,血小板的转录变化指向凝血过程的激活(5个相关途径,p <;0.005)。单细胞数据也采用伪批量方法(即模拟批量RNAseq实验)进行分析,以获得进一步的生物学见解。我们的研究结果表明,伪批量分析可以为经典的单细胞分析方法提供补充发现,并证明耐力体育锻炼,如跑半程马拉松,可诱导免疫细胞转录动力学的实质性变化。这些见解有助于更好地理解耐力运动介导的免疫调节,并可能为未来的训练常规或基于个体基因表达水平的营养指南提供信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Single‐Cell RNA Sequencing Analysis Reveals Exercise‐Induced Transcriptional Dynamics in Half‐Marathon Runners
Previous studies in sports science suggested that regular exercise has a positive impact on human health. However, the effects of endurance sports and their underlying mechanisms are still not completely understood. One of the main debates regards the modulation of immune dynamics in high‐intensity exercise. As part of the “Run 4 Science” project in Verona, Italy, we conducted a single‐cell RNA sequencing analysis on half‐marathon amateur runners to investigate the transcriptional dynamics of peripheral blood mononuclear cells following endurance exercise. Blood samples were collected from four participants before and after running a half‐marathon to carry out a comprehensive transcriptomic analysis of immune cells at the single‐cell level. Our analysis revealed significant alterations in the transcriptional profiles following endurance physical exercise. Modulations in myeloid cells suggested the activation of stress response (6 related pathways, p < 0.04) and pathways related to viral processes (4 related pathways, p < 0.03), while in lymphoid cells they hinted to a shift towards immune activation (24 related pathways, p < 0.01). Additionally, transcriptional changes in platelets point to an activation of the coagulation process (5 related pathways, p < 0.005). Single‐cell data was also analyzed following a pseudo‐bulk approach (i.e., simulating a bulk RNAseq experiment) to gain further biological insights. Our findings suggest that a pseudo‐bulk analysis could offer complementary findings to classical single‐cell analysis methods and demonstrate that endurance physical exercise, such as running a half‐marathon, induces substantial changes in the transcriptional dynamics of immune cells. These insights contribute to a better understanding of the immune modulation mediated by endurance exercise and may inform future training routines or nutritional guidelines based on individual gene expression levels.
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来源期刊
CiteScore
7.90
自引率
4.90%
发文量
162
审稿时长
3 months
期刊介绍: The Scandinavian Journal of Medicine & Science in Sports is a multidisciplinary journal published 12 times per year under the auspices of the Scandinavian Foundation of Medicine and Science in Sports. It aims to publish high quality and impactful articles in the fields of orthopaedics, rehabilitation and sports medicine, exercise physiology and biochemistry, biomechanics and motor control, health and disease relating to sport, exercise and physical activity, as well as on the social and behavioural aspects of sport and exercise.
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