Fourier Transform Infrared (FTIR) Spectroscopy as a Tool to Characterize Exercise and Physical Activity: A Systematic Review.

IF 9.3 1区 医学 Q1 SPORT SCIENCES Sports Medicine Pub Date : 2024-11-20 DOI:10.1007/s40279-024-02139-5
Pedro Afonso Valente, Sandra I Mota, Ana Teixeira, Elisabete Ferreiro, Hugo Sarmento, Inês Cipriano, João R Campos, Luís Rama, Paulo J Oliveira
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Abstract

Background: Over the past few decades, the scientific community has recognized the impact of physical activity on health and performance. In parallel, researchers have been actively exploring novel methodologies to analyze the physiological and metabolic responses to exercise. Fourier transform infrared spectroscopy has emerged as a powerful tool in this effort, offering the potential to provide unique insights into exercise-related changes at the molecular level.

Objective: The primary goal of this systematic review is to confirm the viability of utilizing Fourier transform infrared spectroscopy for the analysis of the biochemical changes associated with physical exercise and its potential applications.

Methods: This systematic review adhered to PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines and examined studies employing Fourier transform infrared spectroscopy to analyze exercise and physical activity, focusing on a biological sample collection and spectral analysis. Four databases (PubMed, SPORTDiscus, Web of Science, and Scopus) were searched, and inclusion criteria encompassed original English-language studies involving human participants aged 18-50 years, a biological sample collection (urine, saliva, and blood), and the use of Fourier transform infrared spectroscopy. The studies were analyzed considering the type of exercise or sport that was investigated, and also the type of spectral analysis conducted.

Results: The review encompassed 15 studies that demonstrated the versatility of Fourier transform infrared spectroscopy in assessing various aspects of exercise, including metabolism, cardiovascular responses, and muscular fatigue. The largest study evaluated 57 athletes from several different sports. On average, almost all the studies were performed with around 20 athletes. Notably, the technique's holistic approach allows for a comprehensive analysis of the complex network of metabolites and proteins within the human body. Data analysis methodologies, particularly when coupled with machine learning, show great potential for advancing the field of sports science.

Conclusions: Fourier transform infrared spectroscopy emerges as a promising tool for monitoring and enhancing the performance of high-level athletes, preventing overtraining or even over-reaching, and assessing metabolism. Its accuracy, efficiency, and affordability also make it a candidate for broader applications in assessing the health and fitness of the general population. Future research should explore its applicability across diverse exercise modalities and demographic groups, aiming to prescribe exercise plans that consider a multitude of parameters for larger, more intricate exercise cohorts.

Clinical trial registration: The study protocol was registered in the International Prospective Register of Systematic Reviews (PROSPERO) under the ID number CRD42023441965.

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傅立叶变换红外(FTIR)光谱法作为运动和体育锻炼的特征描述工具:系统综述。
背景:在过去的几十年里,科学界已经认识到体育锻炼对健康和表现的影响。与此同时,研究人员一直在积极探索新方法来分析运动的生理和代谢反应。在这方面,傅立叶变换红外光谱法已成为一种强大的工具,它有可能在分子水平上提供有关运动相关变化的独特见解:本系统综述的主要目的是确认利用傅立叶变换红外光谱分析与体育锻炼相关的生化变化及其潜在应用的可行性:本系统性综述遵循 PRISMA(系统性综述和荟萃分析的首选报告项目)指南,对采用傅立叶变换红外光谱分析运动和体力活动的研究进行了考察,重点关注生物样本的采集和光谱分析。我们检索了四个数据库(PubMed、SPORTDiscus、Web of Science 和 Scopus),纳入标准包括涉及 18-50 岁人类参与者、生物样本收集(尿液、唾液和血液)以及傅立叶变换红外光谱法使用的原创英文研究。分析研究时考虑了所调查的运动或体育运动的类型,以及所进行的光谱分析类型:综述包括 15 项研究,这些研究证明了傅立叶变换红外光谱法在评估运动各个方面(包括新陈代谢、心血管反应和肌肉疲劳)的多功能性。最大的一项研究对 57 名运动员进行了评估,他们来自多个不同的运动项目。平均而言,几乎所有研究都是在约 20 名运动员中进行的。值得注意的是,该技术的整体方法可对人体内复杂的代谢物和蛋白质网络进行全面分析。数据分析方法,尤其是与机器学习相结合的方法,在推动运动科学领域的发展方面显示出巨大的潜力:傅立叶变换红外光谱法是监测和提高高水平运动员成绩、防止过度训练甚至过度运动以及评估新陈代谢的一种有前途的工具。它的准确性、高效性和经济性也使其在评估普通人群的健康和体能方面得到了更广泛的应用。未来的研究应探索其在不同运动方式和人口群体中的适用性,旨在为更大规模、更复杂的运动队列制定考虑多种参数的运动计划:该研究方案已在国际前瞻性系统综述注册中心(PROSPERO)注册,注册号为 CRD42023441965。
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来源期刊
Sports Medicine
Sports Medicine 医学-运动科学
CiteScore
18.40
自引率
5.10%
发文量
165
审稿时长
6-12 weeks
期刊介绍: Sports Medicine focuses on providing definitive and comprehensive review articles that interpret and evaluate current literature, aiming to offer insights into research findings in the sports medicine and exercise field. The journal covers major topics such as sports medicine and sports science, medical syndromes associated with sport and exercise, clinical medicine's role in injury prevention and treatment, exercise for rehabilitation and health, and the application of physiological and biomechanical principles to specific sports. Types of Articles: Review Articles: Definitive and comprehensive reviews that interpret and evaluate current literature to provide rationale for and application of research findings. Leading/Current Opinion Articles: Overviews of contentious or emerging issues in the field. Original Research Articles: High-quality research articles. Enhanced Features: Additional features like slide sets, videos, and animations aimed at increasing the visibility, readership, and educational value of the journal's content. Plain Language Summaries: Summaries accompanying articles to assist readers in understanding important medical advances. Peer Review Process: All manuscripts undergo peer review by international experts to ensure quality and rigor. The journal also welcomes Letters to the Editor, which will be considered for publication.
期刊最新文献
Relationship Between Physical Literacy and Cardiorespiratory Fitness in Children and Adolescents: A Systematic Review and Meta-analysis Guiding Evidence-Based Classification in Para Sporting Populations: A Systematic Review of Impairment Measures and Activity Limitations The Influence of Kinesiophobia on Time to Clinical Recovery in Collegiate Athletes with Concussion Acknowledgement to Referees and the Editorial Board. Fourier Transform Infrared (FTIR) Spectroscopy as a Tool to Characterize Exercise and Physical Activity: A Systematic Review.
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