CALIPER Program, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada.
CALIPER Program, Department of Pediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON, Canada.
Clin Biochem. 2019 Nov;73:82-89. doi: 10.1016/j.clinbiochem.2019.08.010. Epub 2019 Aug 22.
Reference intervals have traditionally been partitioned by age based on statistical significance and physiological relevance. However, analyte concentration does not change abruptly with age, but rather dynamically. In this study, we establish biochemical marker continuous reference intervals for a Canadian population using healthy pediatric reference individuals and compare these to partitioned reference intervals.
Continuous reference intervals spanning 1-18.5 years of age were established using data from healthy CALIPER children and adolescents aged 6 months- < 19 years. Continuous reference intervals (i.e. 2.5th and 97.5th quantiles) were generated by nonparametric quantile regression via penalized splines with non-crossing constraints. Abnormal flagging rates of established continuous reference intervals were compared to previously established age-partitioned CALIPER reference intervals for five biochemical markers using internal (CALIPER) and external (i.e. Canadian Health Measures Survey (CHMS)) datasets.
Continuous reference intervals were determined for 38 biochemical markers, with 21 markers requiring sex-specific reference intervals. Despite similar total flagging rates to partitioned reference intervals, continuous reference intervals appeared to provide a more consistent and accurate estimation of reference limits for biomarkers with more complex age-related changes, including alkaline phosphatase and phosphate.
This is the first report of continuous biochemical marker reference intervals based on a healthy Canadian pediatric population. Reference limit point estimates based on continuous reference intervals are provided to aid clinical implementation. Continuous reference intervals offer a better estimation of dynamic changes in biochemical marker reference values with age, resulting in improved laboratory test result interpretation and clinical decision making in pediatrics.
传统上,参考区间是根据统计学意义和生理学相关性按年龄划分的。然而,分析物浓度不会随着年龄的变化而突然改变,而是动态变化的。在这项研究中,我们使用加拿大健康儿科参考个体建立了生物化学标志物连续参考区间,并将其与分区参考区间进行了比较。
使用来自健康的 CALIPER 儿童和青少年(6 个月-<19 岁)的数据,建立了跨越 1-18.5 岁年龄的连续参考区间。通过非参数分位数回归,使用带非交叉约束的惩罚样条,生成连续参考区间(即 2.5 分位数和 97.5 分位数)。使用内部(CALIPER)和外部(即加拿大健康测量调查(CHMS))数据集,比较了建立的连续参考区间和以前建立的五个生物化学标志物的年龄分区 CALIPER 参考区间的异常标志率。
确定了 38 个生物化学标志物的连续参考区间,其中 21 个标志物需要性别特异性参考区间。尽管与分区参考区间的总标志率相似,但连续参考区间似乎为具有更复杂年龄相关变化的生物标志物(包括碱性磷酸酶和磷酸盐)提供了更一致和准确的参考限估计。
这是第一个基于加拿大健康儿科人群的连续生化标志物参考区间的报告。提供了基于连续参考区间的参考限估计值,以帮助临床实施。连续参考区间可以更好地估计生物化学标志物参考值随年龄的动态变化,从而改善儿科实验室检测结果的解释和临床决策。