Institute of Biotechnology, Federal University of Uberlandia, Minas Gerais, Brazil.
Department of Physiology, Institute of Biomedical Sciences, Federal University of Uberlandia, Minas Gerais, Brazil.
Spectrochim Acta A Mol Biomol Spectrosc. 2024 Nov 5;320:124599. doi: 10.1016/j.saa.2024.124599. Epub 2024 Jun 4.
The Attenuated Total Reflectance Fourier Transform Infrared Spectroscopy (ATR-FTIR) has been applied to determine salivary biomarkers with high sensitivity and cost-effectiveness. Our study aimed to test the hypothesis that the spectral profile of saliva demonstrates distinct vibrational modes corresponding to different exercise protocols, thereby facilitating exercise monitoring. Saliva samples were collected from trained male subjects at three intervals: pre-exercise, post-exercise, and 3 h post-exercise. The protocols included acute sessions of continuous exercise (CE), high-intensity interval exercise (HIIE), and resistance exercise (RE). ATR-FTIR analysis revealed that salivary biochemical components changed uniquely with each exercise protocol. Specific spectral vibrational modes were identified as potential biomarkers for each exercise type. Notably, the salivary spectrum pattern of CE closely resembled that of HIIE, whereas RE showed minor alterations. Furthermore, we attempted to apply an algorithm capable of distinguishing the spectral range that differentiates the exercise modalities. This pioneering study is the first to compare changes in saliva spectra following different exercise protocols and to suggest spectrum peaks of vibrational modes as markers for specific types of exercises. We emphasize that the spectral wavenumbers identified by FTIR could serve as practical markers in distinguishing between different exercise modalities, with sensitivity, specificity, and accuracy correlating with the metabolic changes induced by exercise. Therefore, this study contributes a panel of ATR-FTIR spectral wavenumbers that can be referenced as a spectral signature capable of distinguishing between resistance and endurance exercises.
衰减全反射傅里叶变换红外光谱(ATR-FTIR)已被用于以高灵敏度和成本效益来确定唾液生物标志物。我们的研究旨在检验以下假设:唾液的光谱特征表现出与不同运动方案相对应的独特振动模式,从而便于运动监测。从训练有素的男性受试者中在三个时间间隔采集唾液样本:运动前、运动后和运动后 3 小时。方案包括连续运动(CE)、高强度间歇运动(HIIE)和抗阻运动(RE)的急性运动。ATR-FTIR 分析表明,唾液生化成分随每种运动方案而独特变化。确定了特定的光谱振动模式作为每种运动类型的潜在生物标志物。值得注意的是,CE 的唾液光谱模式与 HIIE 非常相似,而 RE 则显示出较小的变化。此外,我们尝试应用一种能够区分区分运动方式的光谱范围的算法。这项开创性的研究首次比较了不同运动方案后唾液光谱的变化,并提出了振动模式的光谱峰作为特定运动类型的标志物。我们强调,FTIR 鉴定的光谱波数可作为区分不同运动方式的实用标志物,其敏感性、特异性和准确性与运动引起的代谢变化相关。因此,本研究提供了一组 ATR-FTIR 光谱波数,可以作为区分抗阻和耐力运动的光谱特征。