title: An integrated model of environmental factors in adult asthma lung function and disease severity: a cross-sectional study.
abstract: 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 FEV1) 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 FEV1 and asthma severity. Final models retained all variables statistically associated (p < 0.20) with each of the two outcomes.
  
  
  RESULTS
  Mean FEV1 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 FEV1 (R2 = 0.30; p < 0.001) and 15 for severity (R2 = 0.16; p < 0.001), including factors from each of the five groups. Adding FEV1 as an independent variable to the severity model further increased its explanatory power (R2 = 0.25).
  
  
  CONCLUSIONS
  Multivariate models covering a range of individual and environmental factors explained nearly a third of FEV1 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.
authors.affiliation: Department of Medicine, University of California San Francisco, San Francisco, CA, USA. laura.trupin@ucsf.edu
authors.forename: Laura
authors.initials: L
authors.lastname: Trupin
authors.forename: John R
authors.initials: JR
authors.lastname: Balmes
authors.forename: Hubert
authors.initials: H
authors.lastname: Chen
authors.forename: Mark D
authors.initials: MD
authors.lastname: Eisner
authors.forename: S Katharine
authors.initials: SK
authors.lastname: Hammond
authors.forename: Patricia P
authors.initials: PP
authors.lastname: Katz
authors.forename: Fred
authors.initials: F
authors.lastname: Lurmann
authors.forename: Patricia J
authors.initials: PJ
authors.lastname: Quinlan
authors.forename: Peter S
authors.initials: PS
authors.lastname: Thorne
authors.forename: Edward H
authors.initials: EH
authors.lastname: Yelin
authors.forename: Paul D
authors.initials: PD
authors.lastname: Blanc
mesh_terms: D000328:Adult; D000397:Air Pollution / Q000009:adverse effects; D001249:Asthma / Q000209:etiology* / Q000503:physiopathology; D003430:Cross-Sectional Studies; D004781:Environmental Exposure / Q000009:adverse effects*; D005260:Female; D005541:Forced Expiratory Volume; D006801:Humans; D016014:Linear Models; D008168:Lung / Q000187:drug effects / Q000503:physiopathology*; D008297:Male; D008875:Middle Aged; D008954:Models, Biological; D015999:Multivariate Analysis; D012720:Severity of Illness Index; D012959:Socioeconomic Factors; D055815:Young Adult