Knoble Naomi B, Alderfer Melissa A, Hossain Md Jobayer
Center for Healthcare Delivery Science, Nemours Biomedical Research, A I duPont Hospital for Children, Wilmington, DE 19803, United States.
Center for Healthcare Delivery Science, Nemours Biomedical Research, A I duPont Hospital for Children, Wilmington, DE 19803, United States; Department of Pediatrics, Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA 19107.
Cancer Epidemiol. 2016 Oct;44:101-108. doi: 10.1016/j.canep.2016.07.007. Epub 2016 Aug 17.
Socioeconomic status (SES) is a complex construct of multiple indicators, known to impact cancer outcomes, but has not been adequately examined among pediatric AML patients. This study aimed to identify the patterns of co-occurrence of multiple community-level SES indicators and to explore associations between various patterns of these indicators and pediatric AML mortality risk. A nationally representative US sample of 3651 pediatric AML patients, aged 0-19 years at diagnosis was drawn from 17 Surveillance, Epidemiology, and End Results (SEER) database registries created between 1973 and 2012. Factor analysis, cluster analysis, stratified univariable and multivariable Cox proportional hazards models were used. Four SES factors accounting for 87% of the variance in SES indicators were identified: F1) economic/educational disadvantage, less immigration; F2) immigration-related features (foreign-born, language-isolation, crowding), less mobility; F3) housing instability; and, F4) absence of moving. F1 and F3 showed elevated risk of mortality, adjusted hazards ratios (aHR) (95% CI): 1.07(1.02-1.12) and 1.05(1.00-1.10), respectively. Seven SES-defined cluster groups were identified. Cluster 1 (low economic/educational disadvantage, few immigration-related features, and residential-stability) showed the minimum risk of mortality. Compared to Cluster 1, Cluster 3 (high economic/educational disadvantage, high-mobility) and Cluster 6 (moderately-high economic/educational disadvantages, housing-instability and immigration-related features) exhibited substantially greater risk of mortality, aHR(95% CI)=1.19(1.0-1.4) and 1.23 (1.1-1.5), respectively. Factors of correlated SES-indicators and their pattern-based groups demonstrated differential risks in the pediatric AML mortality indicating the need of special public-health attention in areas with economic-educational disadvantages, housing-instability and immigration-related features.
社会经济地位(SES)是一个由多个指标构成的复杂概念,已知其会影响癌症预后,但在儿童急性髓系白血病(AML)患者中尚未得到充分研究。本研究旨在确定多个社区层面SES指标的共现模式,并探讨这些指标的不同模式与儿童AML死亡风险之间的关联。从1973年至2012年创建的17个监测、流行病学和最终结果(SEER)数据库登记处抽取了一个具有全国代表性的美国样本,其中包括3651名诊断时年龄在0至19岁的儿童AML患者。使用了因子分析、聚类分析、分层单变量和多变量Cox比例风险模型。确定了四个占SES指标方差87%的SES因素:F1)经济/教育劣势,移民较少;F2)与移民相关的特征(外国出生、语言隔离、拥挤),流动性较低;F3)住房不稳定;以及F4)没有迁移。F1和F3显示出较高的死亡风险,调整后的风险比(aHR)(95%CI)分别为:1.07(1.02 - 1.12)和1.05(1.00 - 1.10)。确定了七个由SES定义的聚类组。聚类1(低经济/教育劣势、与移民相关的特征较少且居住稳定)显示出最低的死亡风险。与聚类1相比,聚类3(高经济/教育劣势、高流动性)和聚类6(中度高经济/教育劣势、住房不稳定且与移民相关的特征)表现出显著更高的死亡风险,aHR(95%CI)分别为1.19(1.0 - 1.4)和1.23(1.1 - 1.5)。相关SES指标的因素及其基于模式的组在儿童AML死亡率方面表现出不同的风险,这表明在存在经济 - 教育劣势、住房不稳定和与移民相关特征的地区需要特别的公共卫生关注。