Division of Cancer Prevention and Early Detection, National Cancer Control Institute, National Cancer Center, Goyang, Korea.
Graduate School of Cancer Science and Policy and Division of Cancer Prevention, National Cancer Center, Goyang, Korea.
Cancer Res Treat. 2022 Jan;54(1):130-139. doi: 10.4143/crt.2020.1106. Epub 2021 Mar 31.
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).
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.
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.
Our results strengthen the evidence for an association between occupational exposure to pesticides and the risk of lung cancer.
职业性接触农药被认为与肺癌有关,但研究结果存在矛盾。我们采用倾向评分(PS)进行了一项分析,以评估韩国国家癌症中心社区队列研究(KNCCCS)中职业性接触农药与肺癌风险之间的关系。
在随访期间,从最终纳入统计分析的 7471 名受试者中发现了 123 例偶发性肺癌病例。在入组时(2003-2010 年)收集了关于职业性接触农药和其他因素的信息。采用 Cox 比例风险回归分析进行分析。采用了 4 种基于 PS 的方法(即匹配、分层、逆概率治疗加权和将 PS 用作协变量),并比较了结果。PS 来自逻辑回归模型。根据职业性接触农药提供了绝对标准化差异,以评估基线特征的平衡情况。
在 Cox 比例风险回归模型中,根据职业性接触农药,肺癌的危险比(HR)为 1.82(95%置信区间 [CI],1.11-2.98)。在所有倾向评分匹配(PSM)方法中,基于接触农药的肺癌 HR 范围从 1.65(95%CI,1.04-2.64)(PSM 连续项)到 2.84(95%CI,1.81-4.46)(PS 分为 5 层)。基于所使用的方法,结果略有差异,但方向和统计学意义保持不变。
我们的结果加强了职业性接触农药与肺癌风险之间关联的证据。