Literature DB >> 16291478

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

Mandy G Keijzer-Veen1, Anne Margriet Euser, Nadine van Montfoort, Friedo W Dekker, Jan P Vandenbroucke, Hans C Van Houwelingen.   

Abstract

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.

Entities:  

Mesh:

Year:  2005        PMID: 16291478     DOI: 10.1016/j.jclinepi.2005.04.004

Source DB:  PubMed          Journal:  J Clin Epidemiol        ISSN: 0895-4356            Impact factor:   6.437


  71 in total

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2.  Are field measures of adiposity sufficient to establish fatness-related linkages with metabolic outcomes in adolescents?

Authors:  O Y Addo; J H Himes
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3.  Analysis of 'sensitive' periods of fetal and child growth.

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4.  Growth During Infancy and Early Childhood and Its Association With Metabolic Risk Biomarkers at 11.5 Years of Age.

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5.  Early anthropometric indices predict short stature and overweight status in a cohort of Peruvians in early adolescence.

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6.  Fetal and infant growth patterns and kidney function at school age.

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7.  Association Between Early Life Growth and Blood Pressure Trajectories in Black South African Children.

Authors:  Juliana Kagura; Linda S Adair; Richard J Munthali; John M Pettifor; Shane A Norris
Journal:  Hypertension       Date:  2016-09-26       Impact factor: 10.190

8.  Maternal obesity, gestational weight gain and childhood cardiac outcomes: role of childhood body mass index.

Authors:  L Toemen; O Gishti; L van Osch-Gevers; E A P Steegers; W A Helbing; J F Felix; I K M Reiss; L Duijts; R Gaillard; V W V Jaddoe
Journal:  Int J Obes (Lond)       Date:  2016-05-24       Impact factor: 5.095

9.  Intergenerational effect of weight gain in childhood on offspring birthweight.

Authors:  Bernardo L Horta; Denise P Gigante; Clive Osmond; Fernando C Barros; Cesar G Victora
Journal:  Int J Epidemiol       Date:  2009-04-17       Impact factor: 7.196

10.  Weight gain in the first two years of life is an important predictor of schooling outcomes in pooled analyses from five birth cohorts from low- and middle-income countries.

Authors:  Reynaldo Martorell; Bernardo L Horta; Linda S Adair; Aryeh D Stein; Linda Richter; Caroline H D Fall; Santosh K Bhargava; S K Dey Biswas; Lorna Perez; Fernando C Barros; Cesar G Victora
Journal:  J Nutr       Date:  2009-12-09       Impact factor: 4.798

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