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Occupational Exposure to Pesticides and Lung Cancer Risk: A Propensity Score Analyses
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 Nati...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Korean Cancer Association
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756132/ https://www.ncbi.nlm.nih.gov/pubmed/33794084 http://dx.doi.org/10.4143/crt.2020.1106 |
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author | Kim, Byungmi Park, Eun Young Kim, Jinsun Park, Eunjung Oh, Jin-Kyoung Lim, Min Kyung |
author_facet | Kim, Byungmi Park, Eun Young Kim, Jinsun Park, Eunjung Oh, Jin-Kyoung Lim, Min Kyung |
author_sort | Kim, Byungmi |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8756132 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Korean Cancer Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-87561322022-01-25 Occupational Exposure to Pesticides and Lung Cancer Risk: A Propensity Score Analyses Kim, Byungmi Park, Eun Young Kim, Jinsun Park, Eunjung Oh, Jin-Kyoung Lim, Min Kyung Cancer Res Treat Original Article 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. Korean Cancer Association 2022-01 2021-03-31 /pmc/articles/PMC8756132/ /pubmed/33794084 http://dx.doi.org/10.4143/crt.2020.1106 Text en Copyright © 2022 by the Korean Cancer Association https://creativecommons.org/licenses/by-nc/4.0/This is an Open-Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Kim, Byungmi Park, Eun Young Kim, Jinsun Park, Eunjung Oh, Jin-Kyoung Lim, Min Kyung Occupational Exposure to Pesticides and Lung Cancer Risk: A Propensity Score Analyses |
title | Occupational Exposure to Pesticides and Lung Cancer Risk: A Propensity Score Analyses |
title_full | Occupational Exposure to Pesticides and Lung Cancer Risk: A Propensity Score Analyses |
title_fullStr | Occupational Exposure to Pesticides and Lung Cancer Risk: A Propensity Score Analyses |
title_full_unstemmed | Occupational Exposure to Pesticides and Lung Cancer Risk: A Propensity Score Analyses |
title_short | Occupational Exposure to Pesticides and Lung Cancer Risk: A Propensity Score Analyses |
title_sort | occupational exposure to pesticides and lung cancer risk: a propensity score analyses |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756132/ https://www.ncbi.nlm.nih.gov/pubmed/33794084 http://dx.doi.org/10.4143/crt.2020.1106 |
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