학술논문

Statistical methods for analyzing effects of temporal patterns of exposure on cancer risks
Document Type
research-article
Source
Scandinavian Journal of Work, Environment & Health, 1983 Aug 01. 9(4), 353-366.
Subject
Asbestos
Tobacco smoking
Cigarette smoking
Lung neoplasms
Carcinogens
Smoking cessation
Carcinogenesis
Dose response relationship
Modeling
Epidemiology
Language
English
ISSN
03553140
1795990X
Abstract
Two approaches to the inclusion of temporal factors in the analysis of exposure-response relations are compared: (i) multivariate logistic analysis incorporating simple exposure indices, together with additional temporal variables and their interactions, and (ii) direct fitting to models of the disease process. These approaches are illustrated on case-referent data relating lung cancer to asbestos and smoking. From approach i average age at exposure, age at risk, and duration of exposure were found to contribute direct or interaction effects. Two models of carcinogenesis were fit. In a two-stage initiation-latency model the median latency period was estimated at 11.0 years overall, but was somewhat longer for asbestosinduced and shorter for smoking-induced tumors. When this difference was allowed for, latency periods seemed to be inversely related to the average intensities of both asbestos and smoking. In the multistage model, the best fit was obtained with asbestos acting at the fourth and smoking at the fifth of six stages. Lifetime risks of lung cancer are projected under the different models.