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An integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study
BACKGROUND: Diverse environmental exposures, studied separately, have been linked to health outcomes in adult asthma, but integrated multi-factorial effects have not been modeled. We sought to evaluate the contribution of combined social and physical environmental exposures to adult asthma lung func...
Autores principales: | , , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2010
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2887801/ https://www.ncbi.nlm.nih.gov/pubmed/20487557 http://dx.doi.org/10.1186/1476-069X-9-24 |
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author | Trupin, Laura Balmes, John R Chen, Hubert Eisner, Mark D Hammond, S Katharine Katz, Patricia P Lurmann, Fred Quinlan, Patricia J Thorne, Peter S Yelin, Edward H Blanc, Paul D |
author_facet | Trupin, Laura Balmes, John R Chen, Hubert Eisner, Mark D Hammond, S Katharine Katz, Patricia P Lurmann, Fred Quinlan, Patricia J Thorne, Peter S Yelin, Edward H Blanc, Paul D |
author_sort | Trupin, Laura |
collection | PubMed |
description | BACKGROUND: Diverse environmental exposures, studied separately, have been linked to health outcomes in adult asthma, but integrated multi-factorial effects have not been modeled. We sought to evaluate the contribution of combined social and physical environmental exposures to adult asthma lung function and disease severity. METHODS: Data on 176 subjects with asthma and/or rhinitis were collected via telephone interviews for sociodemographic factors and asthma severity (scored on a 0-28 point range). Dust, indoor air quality, antigen-specific IgE antibodies, and lung function (percent predicted FEV(1)) were assessed through home visits. Neighborhood socioeconomic status, proximity to traffic, land use, and ambient air quality data were linked to the individual-level data via residential geocoding. Multiple linear regression separately tested the explanatory power of five groups of environmental factors for the outcomes, percent predicted FEV(1 )and asthma severity. Final models retained all variables statistically associated (p < 0.20) with each of the two outcomes. RESULTS: Mean FEV(1 )was 85.0 ± 18.6%; mean asthma severity score was 6.9 ± 5.6. Of 29 variables screened, 13 were retained in the final model of FEV(1 )(R(2 )= 0.30; p < 0.001) and 15 for severity (R(2 )= 0.16; p < 0.001), including factors from each of the five groups. Adding FEV(1 )as an independent variable to the severity model further increased its explanatory power (R(2 )= 0.25). CONCLUSIONS: Multivariate models covering a range of individual and environmental factors explained nearly a third of FEV(1 )variability and, taking into account lung function, one quarter of variability in asthma severity. These data support an integrated approach to modeling adult asthma outcomes, including both the physical and the social environment. |
format | Text |
id | pubmed-2887801 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-28878012010-06-19 An integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study Trupin, Laura Balmes, John R Chen, Hubert Eisner, Mark D Hammond, S Katharine Katz, Patricia P Lurmann, Fred Quinlan, Patricia J Thorne, Peter S Yelin, Edward H Blanc, Paul D Environ Health Research BACKGROUND: Diverse environmental exposures, studied separately, have been linked to health outcomes in adult asthma, but integrated multi-factorial effects have not been modeled. We sought to evaluate the contribution of combined social and physical environmental exposures to adult asthma lung function and disease severity. METHODS: Data on 176 subjects with asthma and/or rhinitis were collected via telephone interviews for sociodemographic factors and asthma severity (scored on a 0-28 point range). Dust, indoor air quality, antigen-specific IgE antibodies, and lung function (percent predicted FEV(1)) were assessed through home visits. Neighborhood socioeconomic status, proximity to traffic, land use, and ambient air quality data were linked to the individual-level data via residential geocoding. Multiple linear regression separately tested the explanatory power of five groups of environmental factors for the outcomes, percent predicted FEV(1 )and asthma severity. Final models retained all variables statistically associated (p < 0.20) with each of the two outcomes. RESULTS: Mean FEV(1 )was 85.0 ± 18.6%; mean asthma severity score was 6.9 ± 5.6. Of 29 variables screened, 13 were retained in the final model of FEV(1 )(R(2 )= 0.30; p < 0.001) and 15 for severity (R(2 )= 0.16; p < 0.001), including factors from each of the five groups. Adding FEV(1 )as an independent variable to the severity model further increased its explanatory power (R(2 )= 0.25). CONCLUSIONS: Multivariate models covering a range of individual and environmental factors explained nearly a third of FEV(1 )variability and, taking into account lung function, one quarter of variability in asthma severity. These data support an integrated approach to modeling adult asthma outcomes, including both the physical and the social environment. BioMed Central 2010-05-20 /pmc/articles/PMC2887801/ /pubmed/20487557 http://dx.doi.org/10.1186/1476-069X-9-24 Text en Copyright ©2010 Trupin et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Trupin, Laura Balmes, John R Chen, Hubert Eisner, Mark D Hammond, S Katharine Katz, Patricia P Lurmann, Fred Quinlan, Patricia J Thorne, Peter S Yelin, Edward H Blanc, Paul D An integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study |
title | An integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study |
title_full | An integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study |
title_fullStr | An integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study |
title_full_unstemmed | An integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study |
title_short | An integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study |
title_sort | integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2887801/ https://www.ncbi.nlm.nih.gov/pubmed/20487557 http://dx.doi.org/10.1186/1476-069X-9-24 |
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