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基于四成分模型的皮褶厚度预测方程的开发与验证

Development and validation of skinfold-thickness prediction equations with a 4-compartment model.

作者信息

Peterson Matthew J, Czerwinski Stefan A, Siervogel Roger M

机构信息

VA Medical Center, Geriatric Research, Education and Clinical Center, Durham, NC 27705, USA.

出版信息

Am J Clin Nutr. 2003 May;77(5):1186-91. doi: 10.1093/ajcn/77.5.1186.

Abstract

BACKGROUND

Skinfold-thickness measurements are commonly obtained for the indirect assessment of body composition.

OBJECTIVE

We developed new skinfold-thickness equations by using a 4-compartment model as the reference. Additionally, we compared our new equations with the Durnin and Womersley and Jackson and Pollock skinfold-thickness equations to evaluate each equation's validity and precision.

DESIGN

Data from 681 healthy, white adults were used. Percentage body fat (%BF) values were calculated by using the 4-compartment model. The cohort was then divided into validation and cross-validation groups. Equations were developed by using regression analyses and the 4-compartment model. All equations were then tested by using the cross-validation group. Tests for accuracy included mean differences, R(2), and Bland-Altman plots. Precision was evaluated by comparing root mean squared errors.

RESULTS

Our new equations' estimated means for %BF in men and women (22.7% and 32.6%, respectively) were closest to the corresponding 4-compartment values (22.8% and 32.8%). The Durnin and Womersley equation means in men and women (20.0% and 31.0%, respectively) and the Jackson and Pollock mean in women (26.2%) underestimated %BF. All equations showed a tendency toward underestimation in subjects with higher %BF. Bland-Altman plots showed limited agreement between Durnin and Wormersley, Jackson and Pollock, and the 4-compartment model. Precision was similar among all the equations.

CONCLUSIONS

We developed accurate and precise skinfold-thickness equations by using a 4-compartment model as the method of reference. Additionally, we found that the skinfold-thickness equations frequently used by clinicians and practitioners underestimate %BF.

摘要

背景

通常通过测量皮褶厚度来间接评估身体成分。

目的

我们以四成分模型作为参考,开发了新的皮褶厚度方程。此外,我们将新方程与杜宁和沃姆斯利以及杰克逊和波洛克的皮褶厚度方程进行比较,以评估每个方程的有效性和精确性。

设计

使用了来自681名健康白人成年人的数据。通过四成分模型计算体脂百分比(%BF)值。然后将该队列分为验证组和交叉验证组。通过回归分析和四成分模型开发方程。然后使用交叉验证组对所有方程进行测试。准确性测试包括平均差异、R²和布兰德 - 奥特曼图。通过比较均方根误差来评估精确性。

结果

我们新方程对男性和女性%BF的估计均值(分别为22.7%和32.6%)最接近相应的四成分模型值(22.8%和32.8%)。杜宁和沃姆斯利方程对男性和女性的均值(分别为20.0%和31.0%)以及杰克逊和波洛克方程对女性的均值(26.2%)低估了%BF。所有方程在%BF较高的受试者中都有低估的趋势。布兰德 - 奥特曼图显示杜宁和沃姆斯利、杰克逊和波洛克方程与四成分模型之间的一致性有限。所有方程的精确性相似。

结论

我们以四成分模型作为参考方法,开发了准确且精确的皮褶厚度方程。此外,我们发现临床医生和从业者常用的皮褶厚度方程低估了%BF。

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