Center for Public Health and Environmental Assessment, US Environmental Protection Agency, 104 Mason Farm Rd, Chapel Hill, NC, 27514, USA.
University of North Carolina-Chapel Hill, Chapel Hill, NC, 27514, USA.
Clin Epigenetics. 2020 Mar 11;12(1):44. doi: 10.1186/s13148-020-00830-8.
Neighborhood characteristics are robust predictors of overall health and mortality risk for residents. Though there has been some investigation of the role that molecular indicators may play in mediating neighborhood exposures, there has been little effort to incorporate newly developed epigenetic biomarkers into our understanding of neighborhood characteristics and health outcomes.
Using 157 participants of the Detroit Neighborhood Health Study with detailed assessments of neighborhood characteristics and genome-wide DNA methylation profiling via the Illumina 450K methylation array, we assessed the relationship between objective neighborhood characteristics and a validated DNA methylation-based epigenetic mortality risk score (eMRS). Associations were adjusted for age, race, sex, ever smoking, ever alcohol usage, education, years spent in neighborhood, and employment. A secondary model additionally adjusted for personal neighborhood perception. We summarized 19 neighborhood quality indicators assessed for participants into 9 principal components which explained over 90% of the variance in the data and served as metrics of objective neighborhood quality exposures.
Of the nine principal components utilized for this study, one was strongly associated with the eMRS (β = 0.15; 95% confidence interval = 0.06-0.24; P = 0.002). This principal component (PC7) was most strongly driven by the presence of abandoned cars, poor streets, and non-art graffiti. Models including both PC7 and individual indicators of neighborhood perception indicated that only PC7 and not neighborhood perception impacted the eMRS. When stratified on neighborhood indicators of greenspace, we observed a potentially protective effect of large mature trees as this feature substantially attenuated the observed association.
Objective measures of neighborhood disadvantage are significantly associated with an epigenetic predictor of mortality risk, presenting a potential novel avenue by which neighborhood-level exposures may impact health. Associations were independent of an individual's perception of their neighborhood and attenuated by neighborhood greenspace features. More work should be done to determine molecular risk factors associated with neighborhoods, and potentially protective neighborhood features against adverse molecular effects.
邻里特征是居民整体健康和死亡风险的强有力预测因子。虽然已经有一些研究探讨了分子指标在介导邻里暴露方面可能发挥的作用,但很少有人努力将新开发的表观遗传生物标志物纳入我们对邻里特征和健康结果的理解中。
使用 157 名底特律邻里健康研究参与者,通过 Illumina 450K 甲基化阵列进行详细的邻里特征评估和全基因组 DNA 甲基化谱分析,我们评估了客观邻里特征与经过验证的基于 DNA 甲基化的表观遗传死亡风险评分(eMRS)之间的关系。调整了年龄、种族、性别、是否吸烟、是否饮酒、教育程度、在邻里居住的年限和就业情况。一个次要模型还额外调整了个人邻里感知。我们将 19 个邻里质量指标汇总为 9 个主成分,这些主成分解释了数据方差的 90%以上,作为客观邻里质量暴露的度量标准。
在本研究中使用的九个主成分中,有一个与 eMRS 强烈相关(β=0.15;95%置信区间=0.06-0.24;P=0.002)。这个主成分(PC7)主要受废弃汽车、糟糕的街道和非艺术涂鸦的存在驱动。包括 PC7 和邻里感知个体指标的模型表明,只有 PC7 而不是邻里感知影响 eMRS。当按邻里绿地指标分层时,我们观察到大型成熟树木的潜在保护作用,因为这一特征大大减弱了观察到的关联。
邻里劣势的客观衡量指标与死亡率风险的表观遗传预测因子显著相关,这为邻里水平暴露可能影响健康的潜在新途径提供了依据。关联独立于个体对其邻里的感知,并且被邻里绿地特征所减弱。应该做更多的工作来确定与邻里相关的分子风险因素,以及潜在的保护邻里特征,以防止不良的分子影响。