Petruccelli Lexi, Miller Kristen R, Greer Rachel, Sauceda Heidi, Watson R Scott, Mourani Peter M, Maddux Aline B
Research Institute, Pediatric Critical Care, Children's Hospital Colorado, Aurora, CO, United States.
Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, United States.
Front Pediatr. 2025 Apr 15;13:1544404. doi: 10.3389/fped.2025.1544404. eCollection 2025.
Mobile monitoring devices offer an opportunity to characterize physical health recovery in children who survive critical illness.
To validate the BioIntelliSense BioButton® as a pediatric activity monitor, we studied healthy children (2-17 years-old) who wore the BioButton® device and an ActiGraph wGT3X-BT accelerometer, and a study team member documented activity in 1 min intervals (gold standard) during 45 min of scripted activities. In two-thirds of the cohort (derivation cohort), we identified BioButton activity count thresholds to differentiate activity levels based on highest Youden indices. Thresholds were applied to the remainder of the cohort (validation cohort) to determine sensitivity and specificity [95% confidence interval (CI)]. We also evaluated BioButton activity designations compared with accelerometer designations and calculated agreement between BioButton-measured body position and the activity log.
Forty-five participants provided a median 43 (IQR 41, 44) analyzable minutes. Sensitivity and specificity of derived BioButton thresholds were 0.78 (95% CI: 0.69, 0.88) and 0.95 (95% CI: 0.90, 0.97) to identify moderate or vigorous activity (MVPA) and 0.91 (95% CI: 0.87, 0.95) and 0.98 (95% CI: 0.98, 0.98) to identify sedentary behavior. Sensitivity and specificity compared with the accelerometer were 0.52 (95% CI: 0.45-0.60) and 0.88 (95% CI: (95% CI: 0.84, 0.93) to identify MVPA and 0.92 (95% CI: 0.89-0.96) and 0.70 (95% CI: 0.67, 0.73) to identify sedentary behavior. The BioButton accurately identified position during 1,125 of 1,432 (78.6%) minutes.
The BioButton device accurately identified physical activity and body position in children and may be a useful tool to quantify physical activity as an outcome in future trials.
移动监测设备为描述危重症幸存儿童的身体健康恢复情况提供了契机。
为验证BioIntelliSense BioButton®作为儿科活动监测仪的有效性,我们对佩戴BioButton®设备和ActiGraph wGT3X - BT加速度计的健康儿童(2至17岁)进行了研究,并且一名研究团队成员在45分钟的预设活动期间以1分钟的间隔记录活动情况(金标准)。在三分之二的队列(推导队列)中,我们根据最高约登指数确定BioButton活动计数阈值以区分活动水平。将阈值应用于队列的其余部分(验证队列)以确定敏感性和特异性[95%置信区间(CI)]。我们还将BioButton活动分类与加速度计分类进行比较,并计算BioButton测量的身体位置与活动日志之间的一致性。
45名参与者提供了中位数为43(四分位间距41, 44)分钟的可分析数据。推导的BioButton阈值用于识别中度或剧烈活动(MVPA)的敏感性和特异性分别为0.78(95% CI:0.69, 0.88)和0.95(95% CI:0.90, 0.97),用于识别久坐行为的敏感性和特异性分别为0.91(95% CI:0.87, 0.95)和0.98(95% CI:0.98, 0.98)。与加速度计相比,用于识别MVPA的敏感性和特异性分别为0.52(95% CI:0.45 - 0.60)和0.88(95% CI:(95% CI:0.84, 0.93),用于识别久坐行为的敏感性和特异性分别为0.92(95% CI:0.89 - 0.96)和0.70(95% CI:0.67, 0.73)。BioButton在1432分钟中的1125分钟(78.6%)准确识别了身体位置。
BioButton设备能够准确识别儿童的身体活动和身体位置,可能是未来试验中作为一项结果量化身体活动的有用工具。