Family Medicine, Mayo Clinic, Rochester, MN, USA.
Internal Medicine, Mayo Clinic, Jacksonville, FL, USA.
J Steroid Biochem Mol Biol. 2020 Mar;197:105545. doi: 10.1016/j.jsbmb.2019.105545. Epub 2019 Nov 18.
Socioeconomic status (SES), defined as the ability to access desired resources, is associated with behaviors that may affect vitamin D status. Most studies of the effect of vitamin D status on outcomes do not account for individual-level SES. The ability to adjust for SES in epidemiologic studies, when data on conventional SES measures have not been obtained, would be advantageous. We identified all serum 25(OH)D measurements in adults age 18 years and older residing in Olmsted County, MN, a mixed urban-rural setting, between January 1, 2005 and December 31, 2011, through the Rochester Epidemiology Project. The first 25(OH)D measurement was considered the index measurement for each subject. SES was determined for each subject by the HOUsing-based SocioEconomic Status (HOUSES) index, derived from real property data. The HOUSES index is an aggregated z-score of assessed housing value, area of living space, number of bedrooms, and number of bathrooms, with higher scores indicating higher SES. Multivariable analyses were adjusted for age, BMI, sex, race, season of 25(OH)D measurement, and Charlson comorbidity index. HOUSES was matched for 10,378 of 11,002 subjects (94 %) with 25(OH)D measurements available. The mean (SD) age was 54.3 (17.1) years with 26.9 % ≥65 years; 77.3 % were women, and 12.1 % were non-white. The mean 25(OH)D concentration was 30.0 (12.9) ng/mL, and 598 (5.8 %) had a 25(OH)D value <12 ng/mL. The mean (SD) HOUSES was -1.55 (3.09),-0.97 (3.34), 0.14 (3.52), 0.24 (3.51) for serum 25(OH)D categories of <12, 12-19, 20-50, and >50 ng/mL, respectively (P = 0.12 for trend). 25(OH)D increased by 0.43 (95 % CI 0.36-0.50) ng/mL for each unit increase in HOUSES in univariate analysis and by 0.28 (0.21-0.35; P < 0.001) ng/mL in multivariable analysis. This represents a change of 4 ng/mL across the entire range of observed HOUSES, an effect similar in magnitude to the seasonal variation of 25(OH)D values. SES was independently associated with serum 25(OH)D concentrations in a dose-response manner after adjustment for important covariates. HOUSES is a useful tool to assess the role of individual-level SES in health outcomes when other SES measures are unavailable and to control for confounding by SES in examining the effect of 25(OH)D on clinical and metabolic outcomes.
社会经济地位(SES)定义为获得所需资源的能力,与可能影响维生素 D 状态的行为有关。大多数研究维生素 D 状态对结局的影响时并未考虑个体水平的 SES。在无法获得传统 SES 测量数据的情况下,在流行病学研究中调整 SES 的能力将是有利的。我们通过罗切斯特流行病学项目确定了明尼苏达州奥姆斯特德县 18 岁及以上成年人在 2005 年 1 月 1 日至 2011 年 12 月 31 日之间的所有血清 25(OH)D 测量值。每个受试者的第一次 25(OH)D 测量值被认为是每个受试者的索引测量值。SES 是通过基于住房的社会经济地位 (HOUSES) 指数确定的,该指数是从房地产数据中得出的。HOUSES 指数是评估住房价值、居住空间面积、卧室数量和浴室数量的综合 z 分数,得分越高表示 SES 越高。多变量分析调整了年龄、BMI、性别、种族、25(OH)D 测量季节和 Charlson 合并症指数。在有 25(OH)D 测量值的 11002 名受试者中,HOUSES 匹配了 10378 名(94%)。平均(SD)年龄为 54.3(17.1)岁,≥65 岁者占 26.9%;77.3%为女性,12.1%为非白人。平均 25(OH)D 浓度为 30.0(12.9)ng/mL,598 名(5.8%)25(OH)D 值<12ng/mL。HOUSES 的平均值(SD)分别为-1.55(3.09)、-0.97(3.34)、0.14(3.52)和 0.24(3.51),25(OH)D 血清浓度分别为<12、12-19、20-50 和>50ng/mL(P=0.12 趋势)。在单变量分析中,HOUSES 每增加一个单位,25(OH)D 增加 0.43(95%CI 0.36-0.50)ng/mL,在多变量分析中增加 0.28(0.21-0.35;P<0.001)ng/mL。这代表在整个观察到的 HOUSES 范围内发生了 4ng/mL 的变化,这种效应与 25(OH)D 值的季节性变化相似。在调整了重要协变量后,SES 与血清 25(OH)D 浓度呈剂量反应关系。HOUSES 是一种有用的工具,可在其他 SES 测量值不可用时评估个体水平 SES 在健康结果中的作用,并在研究 25(OH)D 对临床和代谢结果的影响时控制 SES 混杂。