A regression model with unexplained residuals was preferred in the analysis of the fetal origins of adult diseases hypothesis

被引:120
作者
Keijzer-Veen, MG
Euser, AM
van Montfoort, N
Dekker, FW
Vandenbroucke, JP
Van Houwelingen, HC
机构
[1] Leiden Univ, Med Ctr, Dept Clin Epidemiol, NL-2300 RC Leiden, Netherlands
[2] Univ Rotterdam, Med Ctr, Erasmus MC, Sophia Childrens Hosp,Dept Paediat Nephrol, NL-3000 CB Rotterdam, Netherlands
[3] Leiden Univ, Med Ctr, Dept Med Stat, NL-2300 RC Leiden, Netherlands
关键词
multivariate regression model; causal pathway; residuals; fetal origins of adult diseases;
D O I
10.1016/j.jclinepi.2005.04.004
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background and Objective: A continued controversy exists whether the assessment of the influence of low birth weight on adult blood pressure necessitates adjustment for adult weight in the analysis on the fetal origins of adult diseases hypothesis. Here we first explain the difficulty in understanding an adjusted multivariate regression model, and then propose another way of writing the regression model to make the interpretation of the separate influence of birth weight and changes in weight later in life more straightforward. Study Design and Setting: We used a multivariate regression model containing birth weight (standard deviation score; SDS), and residual adult weight (SDS) to explore the effect on blood pressure (or any other outcome) separately. Residual adult weight was calculated as the difference between actual adult weight and the expected adult weight (SDS) given on a certain birth weight (SDS). Results: The coefficients of birth weight and residual adult weight show directly the effect on the analyzed outcome variable. Conclusions: We prefer to use this regression model with unexplained residuals when the adjusted variable is in the causal pathway in the analyses of data referring to the fetal origins of adult diseases hypothesis. (c) 2005 Elsevier Inc. All rights reserved.
引用
收藏
页码:1320 / 1324
页数:5
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