Literature DB >> 21452268

Modeling smoking in systemic sclerosis: a comparison of different statistical approaches.

Marie Hudson1, Ernest Lo, Murray Baron, Russell Steele.   

Abstract

OBJECTIVE: To determine the effect of different methods of modeling smoking on vascular outcomes in rheumatic diseases.
METHODS: Data from the Canadian Scleroderma Research Group Registry were used. Patients self-reported their smoking history. Vascular outcomes were severity of Raynaud's phenomenon, presence of finger ulcers, and severity of finger ulcers. Several models were developed to capture the experience of smoking: 1) ever compared to never smoking; 2) current and past smoking compared to never smoking; 3) never, past, and current smoking compared using polynomial contrasts; 4) smoking intensity, duration, and time since cessation assessed separately; and 5) smoking modeled using the Comprehensive Smoking Index (CSI), which integrates intensity, duration, and time since cessation into a single covariate.
RESULTS: This study included 606 patients, of which 16% were current, 42% were past, and 42% were never smokers. Current and past smokers smoked a mean±SD of 25±17 and 17±18 pack-years, respectively. Smoking duration was shorter in past compared to current smokers (18.3 versus 31.7 years). Past smokers reported having stopped smoking approximately mean±SD 16±12 years prior, although this ranged from 1 to 50 years. Smoking had no effect on vascular outcomes in the simplest model comparing ever to never smokers. Models that isolated past smokers revealed the presence of a healthy smoker bias in that group. The model using the CSI demonstrated a strong negative effect of smoking on vascular outcomes.
CONCLUSION: Proper modeling of the effect of smoking is essential in studies of vascular outcomes of rheumatic diseases.
Copyright © 2011 by the American College of Rheumatology.

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Mesh:

Year:  2011        PMID: 21452268     DOI: 10.1002/acr.20416

Source DB:  PubMed          Journal:  Arthritis Care Res (Hoboken)        ISSN: 2151-464X            Impact factor:   4.794


  4 in total

Review 1.  Environmental risk factors of systemic sclerosis.

Authors:  Isabelle Marie; Jean-François Gehanno
Journal:  Semin Immunopathol       Date:  2015-07-04       Impact factor: 9.623

2.  Does cigarette smoking mitigate the severity of skin disease in systemic sclerosis?

Authors:  Geneviève Gyger; Marie Hudson; Ernest Lo; Russell Steele; Murray Baron
Journal:  Rheumatol Int       Date:  2012-07-25       Impact factor: 2.631

3.  Smoking intensity (pack/day) is a better measure than pack-years or smoking status for modeling cardiovascular disease outcomes.

Authors:  Robin Nance; Joseph Delaney; John W McEvoy; Michael J Blaha; Gregory L Burke; Ana Navas-Acien; Joel D Kaufman; Elizabeth C Oelsner; Robyn L McClelland
Journal:  J Clin Epidemiol       Date:  2016-10-18       Impact factor: 6.437

4.  Effect of menopause on the modified Rodnan skin score in systemic sclerosis.

Authors:  Évelyne Vinet; Sasha Bernatsky; Marie Hudson; Christian A Pineau; Murray Baron
Journal:  Arthritis Res Ther       Date:  2014-06-23       Impact factor: 5.156

  4 in total

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