Capital University of Physical Education and Sports, Beijing, China.
Department of Emergency Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Sci Rep. 2024 Oct 30;14(1):26071. doi: 10.1038/s41598-024-77588-z.
Sports injuries often arise from improper scheduling of exercise loads, and timely assessment of these loads is essential for minimizing injury risk. This article investigates the validity of using changes in pupillary light reflex (PLR) during dynamic aerobic training as a novel approach to evaluating exercise load. Dynamic aerobic training was conducted on a power bicycle for 15 min. With a 3-minute interval as the demarcation line, PLR measurement was performed before training and heart rate was recorded throughout the process. The Rating of Perceived Exertion (RPE) scale invented by Borg was used for scoring before training and after training. The normal distribution of data was confirmed through the Shapiro-Wilk test. Pearson correlation analysis was used to quantify the correlation between variables. The Receiver Operating Characteristic (ROC) curve and the area under the curve (AUC) analysis were used to determine the indicators of exercise load. The optimal threshold of the indicators was calculated through the Youden index to evaluate sensitivity and specificity. Thirty male second-tier athletes with a mean age of 23.66 ± 2.21 years, a mean height of 175.3 ± 6.5 cm, and a mean weight of 68.99 ± 10.35 kg participated in this study. Based on the RPE scale results, it was confirmed that the 15-minute dynamic aerobic exercise successfully elicited varying levels of perceived exertion among the athletes. The findings of this study indicate significant changes in PLR and heart rate (HR) with increasing exercise duration and external load. There were strong correlations between RPE and maximum constriction velocity (MCV) (|r| = 0.8309, p < 0.001, negative correlation), maximum diameter (INIT) (r = 0.7641, p < 0.001, positive correlation), time to reach 75% recovery (T75) (|r| = 0.7289, p < 0.001, negative correlation), and HR (r = 0.8170, p < 0.001, positive correlation). Additionally, the results suggest that MCV is the most significant potential indicator for detecting internal load, exhibiting high specificity and sensitivity (AUC = 0.8509, p < 0.001). Further analysis using the Youden index identified 5.07 mm/s as the optimal cutoff value for MCV, indicating that when MCV ≤ 5.07 mm/s, the athletes' internal load has reached an "Intense" state. PLR may be a potential indicator for assessing internal load Further investigation could involve developing a non-invasive exercise load detection system based on pupillary variable indicators, providing a valuable new approach for accurately measuring exercise load.
运动损伤通常是由于运动负荷安排不当引起的,及时评估这些负荷对于最大限度地降低受伤风险至关重要。本文研究了在动态有氧运动期间瞳孔光反射 (PLR) 变化作为评估运动负荷的新方法的有效性。在功率自行车上进行 15 分钟的动态有氧运动。以 3 分钟的间隔为分界线,在训练前进行 PLR 测量,并记录整个过程中的心率。使用 Borg 发明的 RPE(感觉运动)量表在训练前和训练后进行评分。通过 Shapiro-Wilk 检验确认数据的正态分布。使用 Pearson 相关分析量化变量之间的相关性。使用受试者工作特征 (ROC) 曲线和曲线下面积 (AUC) 分析确定运动负荷指标。通过 Youden 指数计算指标的最佳阈值,以评估敏感性和特异性。30 名年龄在 23.66±2.21 岁、身高 175.3±6.5cm、体重 68.99±10.35kg 的二线男性运动员参加了这项研究。根据 RPE 量表的结果,证实 15 分钟的动态有氧运动成功地引起了运动员不同程度的感知努力。本研究的结果表明,随着运动时间和外部负荷的增加,PLR 和心率 (HR) 有明显变化。RPE 与最大收缩速度 (MCV)(|r|=0.8309,p<0.001,负相关)、最大直径(INIT)(r=0.7641,p<0.001,正相关)、达到 75%恢复时间 (T75)(|r|=0.7289,p<0.001,负相关)和 HR(r=0.8170,p<0.001,正相关)之间存在很强的相关性。此外,结果表明 MCV 是检测内部负荷的最显著潜在指标,具有高特异性和敏感性(AUC=0.8509,p<0.001)。使用 Youden 指数进一步分析确定 MCV 的最佳截断值为 5.07mm/s,表明当 MCV≤5.07mm/s 时,运动员的内部负荷已达到“剧烈”状态。PLR 可能是评估内部负荷的潜在指标。进一步的研究可能涉及开发基于瞳孔变量指标的非侵入性运动负荷检测系统,为准确测量运动负荷提供有价值的新方法。