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调查健康体重成年人样本中糖尿病家族史对空腹胰岛素和空腹血糖的预测作用。

Investigating family history of diabetes as a predictor of fasting insulin and fasting glucose activity in a sample of healthy weight adults.

机构信息

University of Alabama at Birmingham, School of Health Professions Building, Room 448, 1720 2nd Ave S., Birmingham, Alabama, 35294, USA.

University of Alabama at Birmingham, Webb Building, Room 544, 1720 2nd Ave S., Birmingham, Alabama, 35294, USA.

出版信息

Acta Diabetol. 2023 Apr;60(4):535-543. doi: 10.1007/s00592-023-02030-1. Epub 2023 Jan 13.

Abstract

AIMS

Type 2 diabetes is a major public health problem for the global community. Having a family history of diabetes significantly increases risk for diabetes development and understanding how family history contributes to diabetes risk could lead to more effective prevention efforts for at-risk individuals. In a previous study, we showed family history of diabetes is a significant predictor of fasting insulin in healthy weight children. The present study aimed to use the National Health and Nutrition Examination Survey (NHANES 2017) to apply similar multiple regression models to a population of healthy weight adults to determine if family history is a significant predictor of fasting glucose and fasting insulin.

METHODS

Fasting glucose (mg/dL) and fasting insulin (pmol/L) were used as dependent variables in each model, respectively, with family history of diabetes as the independent variable. Covariates for each model included age, gender, race/ethnicity, waist circumference, and macronutrient intake.

RESULTS

The model significantly predicted the variance of fasting glucose [(F(11,364) = 34.80, p < 0.001, R = 0.2342] and fasting insulin [F(11,343) = 17.58, p < 0.001, R = 0.1162]. After adjusting for covariates, family history was a significant predicator of fasting glucose (p = 0.0193) as well as age, gender, non-Hispanic black ethnicity, waist circumference, and fat intake. Significant predictors of fasting insulin included gender and waist circumference, but not family history (p = 0.8264). In addition, fasting glucose was higher in individuals with a family history of diabetes (p = 0.033).

CONCLUSIONS

These results add to the understanding of how family history influences the biomarkers that contribute to diabetes development. Knowledge of how family history of diabetes relates to fasting insulin and fasting glucose activity in healthy weight individuals can be used to design personalized screening and early prevention strategies.

摘要

目的

2 型糖尿病是全球范围内的一个主要公共卫生问题。有糖尿病家族史会显著增加糖尿病发病风险,了解家族史如何增加糖尿病发病风险,可能有助于针对高危个体开展更有效的预防措施。在之前的一项研究中,我们发现糖尿病家族史是健康体重儿童空腹胰岛素的一个重要预测因素。本研究旨在利用国家健康与营养调查(NHANES 2017),对健康体重成年人应用类似的多元回归模型,以确定家族史是否是空腹血糖和空腹胰岛素的重要预测因素。

方法

分别将空腹血糖(mg/dL)和空腹胰岛素(pmol/L)作为每个模型的因变量,将糖尿病家族史作为自变量。每个模型的协变量包括年龄、性别、种族/民族、腰围和宏量营养素摄入量。

结果

模型显著预测了空腹血糖的方差[(F(11,364) = 34.80,p < 0.001,R = 0.2342)和空腹胰岛素的方差[F(11,343) = 17.58,p < 0.001,R = 0.1162]。在调整协变量后,家族史是空腹血糖的一个显著预测因素(p = 0.0193),年龄、性别、非西班牙裔黑人种族、腰围和脂肪摄入量也是显著预测因素。空腹胰岛素的显著预测因素包括性别和腰围,但不包括家族史(p = 0.8264)。此外,有糖尿病家族史的个体空腹血糖较高(p = 0.033)。

结论

这些结果增加了对家族史如何影响导致糖尿病发生的生物标志物的理解。了解糖尿病家族史与健康体重个体空腹胰岛素和空腹血糖活动的关系,可以用于设计个性化的筛查和早期预防策略。

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