Schootman Mario, Sun Dongchu
Departments of Pediatrics and Medicine, and The Alvin J Siteman Cancer Center, Barnes-Jewish Hospital and Washington University School of Medicine, St Louis, Missouri 63108, USA.
Epidemiology. 2004 May;15(3):300-7. doi: 10.1097/01.ede.0000121605.41388.7c.
During the past 2 decades, the observed incidence of in situ and early-stage invasive breast cancer has increased substantially as a result of increased use of mammography. Geographic variability in the increase in breast cancer incidence has been observed among large areas. Examining the variability among small areas in the incidence over time will facilitate appropriate geographic allocation of resources aimed at increasing screening.
We examined county-specific increases in breast cancer incidence over time, specifically the variability and spatial correlation in the increase in breast cancer incidence. The analyses were based on county-level data (1973-1997) from the Iowa Surveillance, Epidemiology, and End Results program. A spatiotemporal hierarchical Bayesian model was used to examine variability in county-specific rates (intercepts, slopes, and spatial correlations) among white women at least 40 years of age.
Posterior values indicate there was little variability among counties in the change in breast cancer incidence over time (slope) but substantial variation among intercepts. There was considerable spatial correlation among the county-specific intercepts but a lack of a spatial correlation among the county-specific slopes. There was no correlation between the county-specific intercept and slope.
Breast cancer incidence increased over time, but county-specific rates increased independently relative to their neighboring counties or their initial rate.
在过去20年中,由于乳腺钼靶检查的使用增加,原位和早期浸润性乳腺癌的观察发病率大幅上升。在大面积区域中已观察到乳腺癌发病率增加的地理变异性。研究小区域内发病率随时间的变异性将有助于合理地在地理上分配旨在增加筛查的资源。
我们研究了乳腺癌发病率随时间的县级变化,特别是乳腺癌发病率增加的变异性和空间相关性。分析基于爱荷华州监测、流行病学和最终结果项目的县级数据(1973 - 1997年)。使用时空分层贝叶斯模型来研究40岁及以上白人女性县级发病率(截距、斜率和空间相关性)的变异性。
后验值表明,各县乳腺癌发病率随时间的变化(斜率)差异不大,但截距差异很大。各县特定截距之间存在相当大的空间相关性,但各县特定斜率之间缺乏空间相关性。各县特定截距与斜率之间没有相关性。
乳腺癌发病率随时间增加,但各县发病率相对于其相邻县或初始发病率独立增加。