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Regional differences in prediction models of lung function in Germany.

Authors :
Schnabel, Eva
Chih-Mei Chen
Koch, Beate
Karrasch, Stefan
Jörres, Rudolf A.
Schäfer, Torsten
Vogelmeier, Claus
Ewert, Ralf
Schäper, Christoph
Völzke, Henry
Obst, Anne
Felix, Stephan B.
Wichmann, H-Erich
Gläser, Sven
Heinrich, Joachim
Source :
Respiratory Research; 2010, Vol. 11, p40-50, 11p
Publication Year :
2010

Abstract

Background: Little is known about the influencing potential of specific characteristics on lung function in different populations. The aim of this analysis was to determine whether lung function determinants differ between subpopulations within Germany and whether prediction equations developed for one subpopulation are also adequate for another subpopulation. Methods: Within three studies (KORA C, SHIP-I, ECRHS-I) in different areas of Germany 4059 adults performed lung function tests. The available data consisted of forced expiratory volume in one second, forced vital capacity and peak expiratory flow rate. For each study multivariate regression models were developed to predict lung function and Bland- Altman plots were established to evaluate the agreement between predicted and measured values. Results: The final regression equations for FEV<subscript>1</subscript> and FVC showed adjusted r-square values between 0.65 and 0.75, and for PEF they were between 0.46 and 0.61. In all studies gender, age, height and pack-years were significant determinants, each with a similar effect size. Regarding other predictors there were some, although not statistically significant, differences between the studies. Bland-Altman plots indicated that the regression models for each individual study adequately predict medium (i.e. normal) but not extremely high or low lung function values in the whole study population. Conclusions: Simple models with gender, age and height explain a substantial part of lung function variance whereas further determinants add less than 5% to the total explained r-squared, at least for FEV1 and FVC. Thus, for different adult subpopulations of Germany one simple model for each lung function measures is still sufficient. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14659921
Volume :
11
Database :
Complementary Index
Journal :
Respiratory Research
Publication Type :
Academic Journal
Accession number :
51136951
Full Text :
https://doi.org/10.1186/1465-9921-11-40