From Microcosm to Macrocosm: The -Omics, Multiomics, and Sportomics Approaches in Exercise and Sports.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2023-11-01 Epub Date: 2023-11-09 DOI:10.1089/omi.2023.0169
Renan Muniz-Santos, Alexandre Magno-França, Igor Jurisica, L C Cameron
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Abstract

This article explores the progressive integration of -omics methods, including genomics, metabolomics, and proteomics, into sports research, highlighting the development of the concept of "sportomics." We discuss how sportomics can be used to comprehend the multilevel metabolism during exercise in real-life conditions faced by athletes, enabling potential personalized interventions to improve performance and recovery and reduce injuries, all with a minimally invasive approach and reduced time. Sportomics may also support highly personalized investigations, including the implementation of n-of-1 clinical trials and the curation of extensive datasets through long-term follow-up of athletes, enabling tailored interventions for athletes based on their unique physiological responses to different conditions. Beyond its immediate sport-related applications, we delve into the potential of utilizing the sportomics approach to translate Big Data regarding top-level athletes into studying different human diseases, especially with nontargeted analysis. Furthermore, we present how the amalgamation of bioinformatics, artificial intelligence, and integrative computational analysis aids in investigating biochemical pathways, and facilitates the search for various biomarkers. We also highlight how sportomics can offer relevant information about doping control analysis. Overall, sportomics offers a comprehensive approach providing novel insights into human metabolism during metabolic stress, leveraging cutting-edge systems science techniques and technologies.

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从微观到宏观:运动和体育中的微观、多元和运动组学方法。
本文探讨了包括基因组学、代谢组学和蛋白质组学在内的组学方法在体育研究中的逐步整合,强调了“运动组学”概念的发展,实现潜在的个性化干预,以提高表现和恢复,减少伤害,所有这些都采用微创方法并缩短时间。运动组学还可以支持高度个性化的研究,包括实施n-of-1临床试验,以及通过对运动员的长期随访来管理广泛的数据集,从而根据运动员对不同条件的独特生理反应为他们量身定制干预措施。除了与体育相关的直接应用外,我们还深入研究了利用运动组学方法将顶级运动员的大数据转化为研究不同人类疾病的潜力,尤其是非目标分析。此外,我们介绍了生物信息学、人工智能和综合计算分析的融合如何有助于研究生物化学途径,并促进各种生物标志物的搜索。我们还强调了体育经济学如何提供有关兴奋剂控制分析的相关信息。总的来说,运动组学提供了一种全面的方法,利用尖端的系统科学技术和技术,对代谢应激期间的人类代谢提供了新的见解。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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