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A Population-Based Model to Consider the Effect of Seasonal Variation on Serum 25(OH)D and Vitamin D Status

机译:考虑季节变化对血清25(OH)D和维生素D状态影响的基于人群的模型

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摘要

Background. We elaborated a model that predicts the centiles of the 25(OH)D distribution taking into account seasonal variation. Methods. Data from two Swiss population-based studies were used to generate (CoLaus) and validate (Bus Santé) the model. Serum 25(OH)D was measured by ultra high pressure LC-MS/MS and immunoassay. Linear regression models on square-root transformed 25(OH)D values were used to predict centiles of the 25(OH)D distribution. Distribution functions of the observations from the replication set predicted with the model were inspected to assess replication. Results. Overall, 4,912 and 2,537 Caucasians were included in original and replication sets, respectively. Mean (SD) 25(OH)D, age, BMI, and % of men were 47.5 (22.1) nmol/L, 49.8 (8.5) years, 25.6 (4.1) kg/m2, and 49.3% in the original study. The best model included gender, BMI, and sin-cos functions of measurement day. Sex- and BMI-specific 25(OH)D centile curves as a function of measurement date were generated. The model estimates any centile of the 25(OH)D distribution for given values of sex, BMI, and date and the quantile corresponding to a 25(OH)D measurement. Conclusions. We generated and validated centile curves of 25(OH)D in the general adult Caucasian population. These curves can help rank vitamin D centile independently of when 25(OH)D is measured.
机译:背景。我们精心设计了一个模型,该模型在考虑季节变化的情况下预测25(OH)D分布的百分位数。方法。来自两项基于瑞士人口的研究的数据用于生成(CoLaus)和验证(BusSanté)模型。通过超高压LC-MS / MS和免疫测定法测量血清25(OH)D。平方根变换后的25(OH)D值的线性回归模型用于预测25(OH)D分布的百分位数。检查来自用模型预测的复制集的观察值的分布函数,以评估复制。结果。总体而言,原始集和复制集中分别包含4,912和2,537个白种人。平均(SD)25(OH)D,年龄,BMI和男性百分比为47.5(22.1)nmol / L,49.8(8.5)年,25.6(4.1)kg / m 2 和原始研究中的49.3%。最好的模型包括性别,BMI和测量日的sin-cos函数。生成了性别和BMI特定的25(OH)D百分率曲线作为测量日期的函数。对于给定的性别,BMI和日期值,该模型估计25(OH)D分布的任何百分位数,以及与25(OH)D测量值相对应的分位数。结论。我们生成并验证了普通成年人白种人人口中25(OH)D的百分曲线。这些曲线可以帮助独立于测量25(OH)D的时间排列维生素D百分数。

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