Dai Dajun, Oyana Tonny J
Environmental Resources and Policy Program, Southern Illinois University, 405 West Grand Avenue, MC 4637, Carbondale, IL 62901-4637, USA.
Environ Health. 2008 Oct 21;7:49. doi: 10.1186/1476-069X-7-49.
High levels of dioxins in soil and higher-than-average body burdens of dioxins in local residents have been found in the city of Midland and the Tittabawassee River floodplain in Michigan. The objective of this study is threefold: (1) to evaluate dioxin levels in soils; (2) to evaluate the spatial variations in breast cancer incidence in Midland, Saginaw, and Bay Counties in Michigan; (3) to evaluate whether breast cancer rates are spatially associated with the dioxin contamination areas.
We acquired 532 published soil dioxin data samples collected from 1995 to 2003 and data pertaining to female breast cancer cases (n = 4,604) at ZIP code level in Midland, Saginaw, and Bay Counties for years 1985 through 2002. Descriptive statistics and self-organizing map algorithm were used to evaluate dioxin levels in soils. Geographic information systems techniques, the Kulldorff's spatial and space-time scan statistics, and genetic algorithms were used to explore the variation in the incidence of breast cancer in space and space-time. Odds ratio and their corresponding 95% confidence intervals, with adjustment for age, were used to investigate a spatial association between breast cancer incidence and soil dioxin contamination.
High levels of dioxin in soils were observed in the city of Midland and the Tittabawassee River 100-year floodplain. After adjusting for age, we observed high breast cancer incidence rates and detected the presence of spatial clusters in the city of Midland, the confluence area of the Tittabawassee, and Saginaw Rivers. After accounting for spatiotemporal variations, we observed a spatial cluster of breast cancer incidence in Midland between 1985 and 1993. The odds ratio further suggests a statistically significant (alpha = 0.05) increased breast cancer rate as women get older, and a higher disease burden in Midland and the surrounding areas in close proximity to the dioxin contaminated areas.
These findings suggest that increased breast cancer incidences are spatially associated with soil dioxin contamination. Aging is a substantial factor in the development of breast cancer. Findings can be used for heightened surveillance and education, as well as formulating new study hypotheses for further research.
在密歇根州的米德兰市以及蒂塔瓦瓦斯河泛滥平原,土壤中检测出高浓度二噁英,当地居民体内二噁英含量也高于平均水平。本研究的目的有三个:(1)评估土壤中二噁英水平;(2)评估密歇根州米德兰、萨吉诺和贝县乳腺癌发病率的空间差异;(3)评估乳腺癌发病率与二噁英污染区域是否存在空间关联。
我们获取了1995年至2003年收集的532个已发表的土壤二噁英数据样本,以及1985年至2002年米德兰、萨吉诺和贝县邮政编码级别的女性乳腺癌病例数据(n = 4,604)。使用描述性统计和自组织映射算法评估土壤中二噁英水平。运用地理信息系统技术、Kulldorff空间和时空扫描统计以及遗传算法,探索乳腺癌发病率在空间和时空上的变化。使用比值比及其相应的95%置信区间,并对年龄进行调整,以研究乳腺癌发病率与土壤二噁英污染之间的空间关联。
在米德兰市和蒂塔瓦瓦斯河100年一遇的泛滥平原观察到土壤中二噁英含量较高。在对年龄进行调整后,我们观察到米德兰市、蒂塔瓦瓦斯河与萨吉诺河交汇处乳腺癌发病率较高,并检测到空间聚集现象。在考虑时空变化后,我们观察到1985年至1993年期间米德兰市存在乳腺癌发病率的空间聚集。比值比进一步表明,随着女性年龄增长,乳腺癌发病率在统计学上显著增加(α = 0.05),且在米德兰市及靠近二噁英污染区域的周边地区疾病负担更高。
这些发现表明,乳腺癌发病率增加与土壤二噁英污染在空间上存在关联。衰老在乳腺癌的发生发展中是一个重要因素。研究结果可用于加强监测和教育,以及为进一步研究制定新的研究假设。