Johns Hopkins Global Center on Childhood Obesity, Department of International Health Human Nutrition Program, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA; Alive & Thrive Project and Strategic Information, Family Health International (FHI) 360, Hanoi, Vietnam.
Obesity (Silver Spring). 2014 Jun;22(6):1495-504. doi: 10.1002/oby.20689. Epub 2014 Feb 18.
To evaluate performance of anthropometric measures relative to percentage body fat (%BF) measured by dual-energy X-ray absorptiometry in children.
Data from 8 to 19-year-old U.S. children enrolled in a nationally representative cross-sectional survey in 2001-2004 (n = 5,355) with measured %BF, body mass index (BMI), waist circumference (WC), waist-to-height ratio (WHtR), and triceps skinfold thickness (TSF) were used. Agreement and prediction were evaluated based on standardized regression coefficients (β), kappa, and the area under the receiver-operating characteristic curves (AUC).
The association between Z-scores for %BF and anthropometric measures was strong (β of ∼0.75-0.90, kappa of ∼0.60-0.75, and AUC of ∼0.87-0.98; P < 0.001 for all), with only some variations by race-ethnicity, mostly in girls. In boys, TSF and WHtR Z-scores had stronger agreement with %BF than BMI (β of 0.91 and 0.86 vs. 0.79, kappa of 0.75 and 0.71 vs. 0.59, and AUC of 0.97 and 0.97 vs. 0.91; P < 0.05 for all). In boys with BMI < median but %BF ≥ median, β value of TSF Z-score was higher than those from BMI. In girls, TSF also provided a higher agreement than BMI, but was only statistically higher for kappa.
High agreement and small racial-ethnic variations in the association between %BF and anthropometric measures support the use of anthropometric measures, especially WHtR and TSF, as proxy indicators for adiposity.
评估人体测量学指标与通过双能 X 射线吸收法测量的体脂百分比(%BF)在儿童中的表现。
使用 2001-2004 年参加全国代表性横断面调查的 8 至 19 岁美国儿童的数据,这些儿童的体脂百分比(%BF)、身体质量指数(BMI)、腰围(WC)、腰高比(WHtR)和三头肌皮褶厚度(TSF)均经过测量。根据标准化回归系数(β)、kappa 和受试者工作特征曲线下面积(AUC)评估一致性和预测。
%BF 与人体测量学指标的 Z 分数之间的相关性很强(β值约为 0.75-0.90,kappa 值约为 0.60-0.75,AUC 值约为 0.87-0.98;所有 P<0.001),但存在一些种族差异,主要在女孩中。在男孩中,TSF 和 WHtR 的 Z 分数与 BMI 相比,与 %BF 的一致性更强(β值分别为 0.91 和 0.86,kappa 值分别为 0.75 和 0.71,AUC 值分别为 0.97 和 0.97;所有 P<0.05)。在 BMI 低于中位数但 %BF 大于中位数的男孩中,TSF Z 分数的β值高于 BMI。在女孩中,TSF 也比 BMI 提供了更高的一致性,但只有 kappa 具有统计学意义。
%BF 与人体测量学指标之间的相关性具有高度一致性和较小的种族差异,支持使用人体测量学指标,尤其是 WHtR 和 TSF,作为肥胖的替代指标。