Department of Pediatrics, Faculty of Medicine and Health Sciences, University of Sherbrooke, and Sherbrooke University Hospital Research Center, Sherbrooke, CANADA.
Faculty of Physical Activity Sciences, University of Sherbrooke, Sherbrooke, CANADA.
Med Sci Sports Exerc. 2018 Jun;50(6):1125-1133. doi: 10.1249/MSS.0000000000001559.
Cardiopulmonary exercise testing is an essential tool to assess cardiorespiratory fitness (CRF) in children. There is a paucity of adequate pediatric reference values that are independent of body size and pubertal stage. The purpose of this study is to provide Z score equations for several maximal and submaximal CRF parameters derived from a prospectively recruited sample of healthy children.
In this cross-sectional multicenter study, we prospectively recruited 228 healthy children 12 to 17 yr old in local schools. We performed a symptom-limited cardiopulmonary exercise testing progressive ramp protocol on an electronically braked cycle ergometer. Eighteen CRF parameters were analyzed. We tested several regression models to obtain prediction curves that minimized residual association with age, body size, and pubertal stage. Both the predicted mean and the predicted SD were modeled to account for heteroscedasticity.
We identified nonlinear association of CRF parameters with body size and significant heteroscedasticity. To normalize CRF parameters, the use of a single body size variable was not sufficient. We therefore used multivariable models with various combination of height, corrected body mass, and age. Final prediction models yielded adjusted CRF parameters that were independent of age, sex, body mass, height, body mass index, and Tanner stages.
We present Z score equations for several CRF parameters derived from a healthy pediatric population. These reference values provide updated predicted means and range of normality that are independent of sex and body size. Further testing is needed to assess if these reference values increase sensitivity and specificity to identify abnormal cardiorespiratory response in children with chronic diseases.
心肺运动测试是评估儿童心肺功能(CRF)的重要工具。目前缺乏独立于身体大小和青春期阶段的充分的儿科参考值。本研究的目的是提供几个最大和次最大 CRF 参数的 Z 分数方程,这些参数来自一个前瞻性招募的健康儿童样本。
在这项横断面多中心研究中,我们前瞻性地在当地学校招募了 228 名 12 至 17 岁的健康儿童。我们在电子制动的自行车测功计上进行了一项症状限制的心肺运动测试递增斜坡方案。分析了 18 个 CRF 参数。我们测试了几种回归模型,以获得最小化与年龄、身体大小和青春期阶段相关的剩余关联的预测曲线。预测平均值和预测标准差都被建模以考虑异方差性。
我们发现 CRF 参数与身体大小呈非线性关联,并且存在显著的异方差性。为了使 CRF 参数正常化,使用单一的身体大小变量是不够的。因此,我们使用了多种身高、校正体重和年龄的组合的多变量模型。最终的预测模型产生了调整后的 CRF 参数,这些参数与年龄、性别、体重、身高、体重指数和 Tanner 阶段无关。
我们提出了来自健康儿科人群的几个 CRF 参数的 Z 分数方程。这些参考值提供了独立于性别和身体大小的更新的预测平均值和正常范围。需要进一步的测试来评估这些参考值是否增加了在患有慢性疾病的儿童中识别异常心肺反应的敏感性和特异性。