Institute of Social Medicine and Epidemiology, Brandenburg Medical School Theodor Fontane, Brandenburg an der Havel, Germany.
Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Potsdam, Germany.
Int J Cancer. 2022 Nov 15;151(10):1684-1695. doi: 10.1002/ijc.34185. Epub 2022 Jul 6.
There is growing recognition of the importance of the residential environment for early detection of cancer. However, few studies have investigated area socioeconomic deprivation, social capital, and rurality in combination. Therefore, we aimed to estimate mutually adjusted associations of these characteristics with tumour size at diagnosis in Germany. We included incident cases of female breast cancer, colorectal cancer, malignant melanoma, uterine cancer, and male bladder cancer, collected by the cancer registries of eight German federal states between 2010 and 2014. Using information on T status at diagnosis, we defined an advanced tumour size for each cancer type. Sex-specific mutually adjusted associations of area socioeconomic deprivation, social capital, and rurality with an advanced tumour size and variance partition coefficients were estimated in multilevel logistic regression. Missing data of the outcome were addressed by multiple imputation. Overall, 386 223 cases were included in this analysis. High area socioeconomic deprivation was associated with an advanced tumour size at diagnosis of colorectal cancer and malignant melanoma. For malignant melanoma, low social capital was associated with an advanced tumour size among females and males, while a rural settlement structure was associated with an advanced tumour size among males only. Since meaningful general contextual effects were found for malignant melanoma, our results underscore that the residential environment is an important predictor of melanoma tumour size. Secondary prevention programmes for this cancer type should target areas with high area socioeconomic deprivation, low social capital, and a rural settlement structure in order to reach those most vulnerable.
人们越来越认识到居住环境对于癌症早期检测的重要性。然而,很少有研究将区域社会经济贫困、社会资本和农村地区结合起来进行研究。因此,我们旨在估计这些特征与德国诊断时肿瘤大小的相互调整关联。我们纳入了 2010 年至 2014 年间由 8 个德国联邦州癌症登记处收集的女性乳腺癌、结直肠癌、恶性黑色素瘤、子宫癌和男性膀胱癌的发病病例。使用诊断时 T 分期的信息,我们为每种癌症类型定义了一个晚期肿瘤大小。在多水平逻辑回归中,我们估计了区域社会经济贫困、社会资本和农村地区与晚期肿瘤大小的性别特异性相互调整关联以及方差分割系数。通过多次插补处理缺失数据。总体而言,我们分析了 386223 例病例。区域社会经济贫困程度高与结直肠癌和恶性黑色素瘤诊断时肿瘤较大有关。对于恶性黑色素瘤,低社会资本与女性和男性的晚期肿瘤大小有关,而农村居住结构仅与男性的晚期肿瘤大小有关。由于恶性黑色素瘤存在有意义的总体环境效应,我们的结果表明居住环境是黑色素瘤肿瘤大小的一个重要预测因素。针对这种癌症类型的二级预防计划应针对社会经济贫困程度高、社会资本低和农村居住结构的地区,以接触到那些最脆弱的人群。