Environmental, Genetic and Nutritional Epidemiology Research Center, Department of Biomedical, Metabolic and Neural Sciences - Section of Public Health, University of Modena and Reggio Emilia, Modena, Italy.
Department of Epidemiology, Boston University School of Public Health, Boston, USA.
J Trace Elem Med Biol. 2019 Dec;56:100-106. doi: 10.1016/j.jtemb.2019.08.002. Epub 2019 Aug 2.
Exposure to the heavy metal cadmium has been associated with many adverse health effects, such as atherosclerosis, diabetes, and cancer, possibly melanoma. In non-occupationally exposed individuals, food intake is a major source of cadmium exposure, after smoking. We aimed to assess the risk of melanoma in relation to dietary cadmium intake.
Using a population-based case-control study design, we recruited 380 incident cases of newly-diagnosed cutaneous melanoma and 719 matched controls in the Emilia-Romagna Region, Northern Italy in the years 2005-2006. We evaluated dietary intake using a semi-quantitative food frequency questionnaire. We used conditional logistic regression to compute odds ratios (ORs) and 95% confidence intervals (CIs) for melanoma according to quintiles of dietary cadmium intake, adjusting for several potential confounders, and we modeled the association non-parametrically, using restricted cubic splines.
Median energy-adjusted intake of cadmium was 6.11 μg/day (interquartile range 5.38-6.91) among cases and 5.97 μg/day (5.15-6.79) among controls. For each 1 μg/day-increase in cadmium intake, the OR for melanoma was 1.11 (95% CI 1.00-1.24). Melanoma risk generally increased with increasing quintile of cadmium exposure, with ORs of 1.55 (95% CI 0.99-2.42), 1.54 (95% CI 0.99-2-40), 1.75 (95% CI 1.12-2.75), and 1.65 (95% CI 1.05-2.61) for the second through fifth quintiles, compared with the lowest quintile. Sex-stratified analysis showed ORs per 1 μg/day-increase in cadmium intake of 1.10 (95% CI 0.93-1-29) among men and 1.15 (95% CI 0.99-1.33) among women. Using spline regression analysis, we observed a generally linear increase in melanoma risk up to 6 μg/day of cadmium intake, after which the risk appeared to plateau.
We observed a positive non-linear association between dietary cadmium intake and risk of cutaneous melanoma in a Northern Italy population. However, further studies are needed to elucidate this association, due to concerns about exposure misclassification, unmeasured confounding, and the limited and conflicting evidence from epidemiological findings.
接触重金属镉与许多健康影响有关,例如动脉粥样硬化、糖尿病和癌症,可能还有黑色素瘤。在非职业暴露人群中,饮食是镉暴露的主要来源,仅次于吸烟。我们旨在评估与膳食镉摄入有关的黑色素瘤风险。
我们使用基于人群的病例对照研究设计,于 2005 年至 2006 年在意大利北部艾米利亚-罗马涅地区招募了 380 名新诊断的皮肤黑色素瘤病例和 719 名匹配的对照。我们使用半定量食物频率问卷评估饮食摄入。我们使用条件逻辑回归计算了根据膳食镉摄入量五分位数的黑色素瘤的比值比 (OR) 和 95%置信区间 (CI),并根据几种潜在的混杂因素进行了调整,我们还使用限制性立方样条非参数地模拟了关联。
病例组和对照组的中位能量调整镉摄入量分别为 6.11μg/天(四分位距 5.38-6.91)和 5.97μg/天(5.15-6.79)。镉摄入量每增加 1μg/天,黑色素瘤的 OR 为 1.11(95%CI 1.00-1.24)。黑色素瘤风险通常随镉暴露五分位的增加而增加,第二至第五五分位的 OR 分别为 1.55(95%CI 0.99-2.42)、1.54(95%CI 0.99-2-40)、1.75(95%CI 1.12-2.75)和 1.65(95%CI 1.05-2.61)与最低五分位相比。按性别分层的分析显示,镉摄入量每增加 1μg/天,男性的 OR 为 1.10(95%CI 0.93-1-29),女性的 OR 为 1.15(95%CI 0.99-1.33)。使用样条回归分析,我们观察到在摄入 6μg/天的镉之前,黑色素瘤风险呈线性增加,之后风险似乎趋于平稳。
我们在意大利北部人群中观察到膳食镉摄入与皮肤黑色素瘤风险之间存在正非线性关联。然而,由于对暴露分类错误、未测量的混杂因素以及来自流行病学研究的有限和相互矛盾的证据的担忧,需要进一步研究来阐明这种关联。