Section of Pediatric Endocrinology, Children's Hospital of Winnipeg, FW 302-685 William Ave, Winnipeg, MB R3E 0Z2, Canada.
BMC Pediatr. 2014 Feb 3;14:32. doi: 10.1186/1471-2431-14-32.
For ages 5-19 years, the World Health Organization (WHO) publishes reference charts based on 'core data' from the US National Center for Health Statistics (NCHS), collected from 1963-75 on 22,917 US children. To promote the use of body mass index in older children, weight-for-age was omitted after age 10. Health providers have subsequently expressed concerns about this omission and the selection of centiles. We therefore sought to extend weight-for-age reference curves from 10 to 19 years by applying WHO exclusion criteria and curve fitting methods to the core NCHS data and to revise the choice of displayed centiles.
WHO analysts first excluded ~ 3% of their reference population in order to achieve a "non-obese sample with equal height". Based on these exclusion criteria, 314 girls and 304 boys were first omitted for 'unhealthy' weights-for-height. By applying WHO global deviance and information criteria, optimal Box-Cox power exponential models were used to fit smoothed weight-for-age centiles. Bootstrap resampling was used to assess the precision of centile estimates. For all charts, additional centiles were included in the healthy range (3 to 97%), and the more extreme WHO centiles 0.1 and 99.9% were dropped.
In addition to weight-for-age beyond 10 years, our charts provide more granularity in the centiles in the healthy range -2 to +2 SD (3-97%). For both weight and BMI, the bootstrap confidence intervals for the 99.9th centile were at least an order of magnitude wider than the corresponding 50th centile values.
These charts complement existing WHO charts by allowing weight-for-age to be plotted concurrently with height in older children. All modifications followed strict WHO methodology and utilized the same core data from the US NCHS. The additional centiles permit a more precise assessment of normal growth and earlier detection of aberrant growth as it crosses centiles. Elimination of extreme centiles reduces the risk of misclassification. A complete set of charts is available at the CPEG web site (http://cpeg-gcep.net).
世卫组织(WHO)为 5-19 岁的儿童发布参考图表,这些图表基于美国国家卫生统计中心(NCHS)的“核心数据”,数据来源于 1963-1975 年对 22917 名美国儿童的调查。为了在较大年龄儿童中推广使用身体质量指数,在 10 岁后不再报告年龄别体重。此后,卫生保健提供者对这种遗漏和百分位的选择表示担忧。因此,我们试图通过应用 WHO 排除标准和曲线拟合方法,将核心 NCHS 数据从 10 岁扩展到 19 岁,以扩展年龄别体重参考曲线,并修订所显示百分位的选择。
WHO 分析人员首先排除了参考人群中约 3%的人,以达到“身高相同的非肥胖人群”。基于这些排除标准,首先有 314 名女孩和 304 名男孩因“不健康”的身高体重比而被排除在外。通过应用 WHO 全球偏差和信息标准,使用最优 Box-Cox 幂指数模型拟合平滑的年龄别体重百分位。通过自举重新抽样来评估百分位估计的精度。对于所有图表,在健康范围内(3%至 97%)增加了额外的百分位,同时删除了更极端的 WHO 百分位 0.1%和 99.9%。
除了 10 岁以上的年龄别体重外,我们的图表在健康范围内(-2 至+2 标准差,即 3%至 97%)的百分位上提供了更多的粒度。对于体重和 BMI,99.9%百分位的自举置信区间至少比相应的 50%百分位值宽一个数量级。
这些图表通过允许在较大年龄儿童中同时绘制年龄别体重和身高来补充现有的世卫组织图表。所有修改都严格遵循世卫组织的方法,并利用来自美国 NCHS 的相同核心数据。额外的百分位允许更精确地评估正常生长,并在异常生长跨越百分位时更早地发现。删除极端百分位可降低分类错误的风险。一套完整的图表可在 CPEG 网站(http://cpeg-gcep.net)上获得。