Knobel Pablo, Colicino Elena, Kloog Itai, Litke Rachel, Lane Kevin, Federman Alex, Mobbs Charles, Yitshak Sade Maayan
Department of Environmental Medicine and Climate Science, Icahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Place, Box 1057, New York, NY, 10029, USA.
Nash Family Department of Neuroscience, Icahn School of Medicine at Mount Sinai, Friedman Brain Institute, New York, NY, USA.
J Urban Health. 2025 Apr;102(2):240-249. doi: 10.1007/s11524-024-00948-7. Epub 2025 Jan 14.
Chronological age is not an accurate predictor of morbidity and mortality risk, as individuals' aging processes are diverse. Phenotypic age acceleration (PhenoAgeAccel) is a validated biological age measure incorporating chronological age and biomarkers from blood samples commonly used in clinical practice that can better reflect aging-related morbidity and mortality risk. The heterogeneity of age-related decline is not random, as environmental exposures can promote or impede healthy aging. Social Vulnerability Index (SVI) is a composite index accounting for different facets of the social, economic, and demographic environment grouped into four themes: socioeconomic status, household composition and disability, minority status and language, and housing and transportation. We aim to assess the concurrent and combined associations of the four SVI themes on PhenoAgeAccel and the differential effects on disadvantaged groups. We use electronic health records data from 31,913 patients from the Mount Sinai Health System (116,952 person-years) and calculate PhenoAge for years with available laboratory results (2011-2022). PhenoAge is calculated as a weighted linear combination of lab results, and PhenoAgeAccel is the differential between PhenoAge and chronological age. A decile increase in the mixture of SVI dimensions was associated with an increase of 0.23 years (95% CI 0.21, 0.25) in PhenoAgeAccel. The socioeconomic status dimension was the main driver of the association, accounting for 61% of the weight. Interaction models revealed a more substantial detrimental association for women and racial and ethnic minorities with differences in leading SVI themes. These findings suggest that neighborhood-level social vulnerability increases the biological age of its residents, increasing morbidity and mortality risks. Socioeconomic status has the larger detrimental role among the different facets of social environment.
实际年龄并非发病率和死亡风险的准确预测指标,因为个体的衰老过程各不相同。表型年龄加速(PhenoAgeAccel)是一种经过验证的生物学年龄测量方法,它结合了实际年龄和临床实践中常用的血液样本生物标志物,能够更好地反映与衰老相关的发病率和死亡风险。与年龄相关的衰退的异质性并非随机的,因为环境暴露可以促进或阻碍健康衰老。社会脆弱性指数(SVI)是一个综合指数,考虑了社会、经济和人口环境的不同方面,分为四个主题:社会经济地位、家庭构成和残疾、少数群体地位和语言,以及住房和交通。我们旨在评估SVI四个主题对PhenoAgeAccel的同时和联合关联,以及对弱势群体的不同影响。我们使用了西奈山医疗系统31913名患者的电子健康记录数据(116952人年),并计算了有可用实验室结果年份(2011 - 2022年)的PhenoAge。PhenoAge通过实验室结果的加权线性组合计算得出,PhenoAgeAccel是PhenoAge与实际年龄之间的差值。SVI维度混合增加十分之一与PhenoAgeAccel增加0.23岁(95%置信区间0.21,0.25)相关。社会经济地位维度是这种关联的主要驱动因素,占权重的61%。交互模型显示,女性以及种族和族裔少数群体在主要SVI主题方面存在差异,其有害关联更为显著。这些发现表明,邻里层面的社会脆弱性会增加居民的生物学年龄,从而增加发病率和死亡风险。在社会环境的不同方面中,社会经济地位具有更大的有害作用。