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Occupational Exposure to Pesticides and Lung Cancer Risk: A Propensity Score Analyses
- Source :
- Cancer Research and Treatment : Official Journal of Korean Cancer Association
- Publication Year :
- 2022
- Publisher :
- Korean Cancer Association, 2022.
-
Abstract
- Purpose Occupational exposure to pesticides is thought to be associated with lung cancer, but studies have yielded conflicting results. We performed a propensity score (PS) based analyses to evaluate the relationship between occupational exposure to pesticides and lung cancer risk in the Korea National Cancer Center community-based cohort study (KNCCCS).Materials and Methods During the follow-up period, 123 incidental lung cancer cases were identified, of the 7,471 subjects in the final statistical analysis. Information about occupational exposure to pesticides and other factors was collected at enrollment (2003-2010). Cox proportional hazards regression analyses were conducted. Four PS-based approaches (i.e., matching, stratification, inverse probability-of-treatment weighting, and the use of the PS as a covariate) were adopted, and the results were compared. PS was obtained from the logistic regression model. Absolute standardized differences according to occupational exposure to pesticides were provided to evaluate the balance in baseline characteristics.Results In the Cox proportional hazards regression model, the hazard ratio (HR) for lung cancer according to occupational exposure to pesticides was 1.82 (95% confidence interval [CI], 1.11 to 2.98). With all the propensity score matching (PSM) methods, the HRs for lung cancer based on exposure to pesticides ranged from 1.65 (95% CI, 1.04 to 2.64) (continuous term with PSM) to 2.84 (95% CI, 1.81 to 4.46) (stratification by 5 strata of the PS). The results varied slightly based on the method used, but the direction and statistical significance remained the same.Conclusion Our results strengthen the evidence for an association between occupational exposure to pesticides and the risk of lung cancer.
- Subjects :
- Adult
Male
0301 basic medicine
Cancer Research
medicine.medical_specialty
Lung Neoplasms
Propensity score methods
Logistic regression
Cohort Studies
03 medical and health sciences
Risk-Taking
0302 clinical medicine
Occupational Exposure
Internal medicine
Statistical significance
medicine
Humans
Pesticides
Propensity Score
Lung cancer
Aged
Proportional Hazards Models
business.industry
Incidence
Hazard ratio
Cancer
Middle Aged
medicine.disease
Confidence interval
Causality
Pesticide
030104 developmental biology
Oncology
030220 oncology & carcinogenesis
Propensity score matching
Female
Original Article
business
Lung and Thoracic cancer
Cohort study
Subjects
Details
- ISSN :
- 20059256 and 15982998
- Volume :
- 54
- Database :
- OpenAIRE
- Journal :
- Cancer Research and Treatment
- Accession number :
- edsair.doi.dedup.....ccd3285ed6bce85bbb23c6d2c9aa1df2
- Full Text :
- https://doi.org/10.4143/crt.2020.1106