Hsieh Jeff Ching-Fu, Cramb Susanna M, McGree James M, Dunn Nathan A M, Baade Peter D, Mengersen Kerrie L
Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia.
Cancer Research Centre, Cancer Council Queensland, Brisbane, Queensland, Australia.
BMC Public Health. 2015 Dec 2;15:1204. doi: 10.1186/s12889-015-2527-2.
Although early diagnosis and improved treatment can reduce breast cancer mortality, there still appears to be a geographic differential in patient outcomes. This study aims to determine and quantify spatial inequalities in intended adjuvant (radio-, chemo- and hormonal) therapy usage among women with screen-detected breast cancer in Queensland, Australia.
Linked population-based datasets from BreastScreen Queensland and the Queensland Cancer Registry during 1997-2008 for women aged 40-89 years were used. We adopted a Bayesian shared spatial component model to evaluate the relative intended use of each adjuvant therapy across 478 areas as well as common spatial patterns between treatments.
Women living closer to a cancer treatment facility were more likely to intend to use adjuvant therapy. This was particularly marked for radiotherapy when travel time to the closest radiation facility was 4 + h (OR =0.41, 95 % CrI: [0.23, 0.74]) compared to <1 h. The shared spatial effect increased towards the centres with concentrations of radiotherapy facilities, in north-east (Townsville) and south-east (Brisbane) regions of Queensland. Moreover, the presence of residual shared spatial effects indicates that there are other unmeasured geographical barriers influencing women's treatment choices.
This highlights the need to identify the additional barriers that impact on treatment intentions among women diagnosed with screen-detected breast cancer, particularly for those women living further away from cancer treatment centers.
尽管早期诊断和改进治疗可降低乳腺癌死亡率,但患者预后似乎仍存在地域差异。本研究旨在确定并量化澳大利亚昆士兰州经筛查发现患有乳腺癌的女性在辅助(放疗、化疗和激素)治疗使用方面的空间不平等情况。
使用了1997年至2008年期间昆士兰乳腺癌筛查项目和昆士兰癌症登记处基于人群的关联数据集,研究对象为40至89岁的女性。我们采用贝叶斯共享空间成分模型来评估478个地区每种辅助治疗的相对预期使用情况以及各治疗之间的共同空间模式。
居住在距离癌症治疗机构较近的女性更有可能打算接受辅助治疗。当到最近放疗机构的出行时间为4小时以上(与不到1小时相比,比值比=0.41,95%可信区间:[0.23, 0.74])时,这种情况在放疗方面尤为明显。共享空间效应朝着昆士兰州东北部(汤斯维尔)和东南部(布里斯班)地区放疗设施集中的中心区域增强。此外,残余共享空间效应的存在表明还有其他未测量的地理障碍影响着女性的治疗选择。
这凸显了识别影响经筛查发现患有乳腺癌的女性治疗意愿的其他障碍的必要性,尤其是对于那些居住在远离癌症治疗中心的女性。