Social epidemiology of cardiometabolic risk factors in early adolescents

IF 2.1 Q3 PERIPHERAL VASCULAR DISEASE International Journal of Cardiology Cardiovascular Risk and Prevention Pub Date : 2025-06-01 Epub Date: 2025-03-06 DOI:10.1016/j.ijcrp.2025.200382
Jason M. Nagata , Christiane K. Helmer , Jennifer H. Wong , Seohyeong Lee , Sydnie K. Domingue , Patrick Low , Abubakr A.A. Al-shoaibi , Joan E. Shim , Kyle T. Ganson , Alexander Testa , Orsolya Kiss , Holly C. Gooding , Erin E. Dooley , Kelley Pettee Gabriel , Fiona C. Baker
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Abstract

Background

To estimate associations between sociodemographic factors and cardiometabolic risk factors among a demographically diverse sample of U.S. adolescents aged 10–14 years.

Methods

This study analyzed data from the Adolescent Brain Cognitive Development (ABCD) Study (N = 1412), Years 2 and 3 (2018–2021). Cardiometabolic risk factors including hemoglobin A1c and cholesterol (total cholesterol (TC), high-density lipoprotein cholesterol (HDL-C), and non-HDL-C) were assessed. Multivariable linear regression models were conducted to estimate the associations between sociodemographic factors (age, sex, race and ethnicity, household income, and parental education) and cardiometabolic risk factors (hemoglobin A1c, TC, HDL-C, and non-HDL-C).

Results

The average hemoglobin A1c level was 5.2 % (±0.4 %), the average TC level was 156.6 (±28.9) mg/dL, and the average HDL-C level was 56.0 (±12.9) mg/dL. Out of our sample, 0.5 % had diabetes (hemoglobin A1c ≥ 6.5 %), 7.6 % had high TC (≥200 mg/dL), and 7.4 % had low HDL-C (<40 mg/dL). Older age was associated with lower TC, HDL-C, and non-HDL-C levels. Male sex was associated with higher hemoglobin A1c (beta coefficient [B] 0.04; 95 % confidence interval [CI], 0.00, 0.08; p = 0.037) and lower TC (B −3.14; 95 % CI, −6.17, −0.11; p = 0.042) compared to female sex. Black and Native American race and ethnicity were associated with higher hemoglobin A1c compared to White race. Higher household income was associated with higher TC and HDL-C.

Conclusion

This study of a diverse population of early adolescents identified sociodemographic differences in hemoglobin A1c and cholesterol levels that can inform clinical and public health interventions.
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青少年早期心脏代谢危险因素的社会流行病学研究
背景为了估计美国10-14岁青少年人口统计学样本中社会人口学因素与心脏代谢风险因素之间的关联,本研究分析了青少年大脑认知发展(ABCD)研究(N = 1412)第2年和第3年(2018-2021年)的数据。评估了包括血红蛋白A1c和胆固醇(总胆固醇(TC)、高密度脂蛋白胆固醇(HDL-C)和非HDL-C)在内的心脏代谢风险因素。采用多变量线性回归模型估计社会人口因素(年龄、性别、种族和民族、家庭收入和父母教育程度)与心脏代谢风险因素(血红蛋白 A1c、TC、高密度脂蛋白胆固醇和非高密度脂蛋白胆固醇)之间的关系。结果血红蛋白 A1c 平均水平为 5.2 % (±0.4 %),TC 平均水平为 156.6 (±28.9) mg/dL,HDL-C 平均水平为 56.0 (±12.9) mg/dL。在我们的样本中,0.5% 的人患有糖尿病(血红蛋白 A1c ≥ 6.5%),7.6% 的人血脂 TC 偏高(≥ 200 mg/dL),7.4% 的人高密度脂蛋白胆固醇偏低(40 mg/dL)。年龄越大,总胆固醇、高密度脂蛋白胆固醇和非高密度脂蛋白胆固醇水平越低。与女性相比,男性血红蛋白 A1c 较高(β系数 [B] 0.04;95 % 置信区间 [CI],0.00,0.08;p = 0.037),TC 较低(B -3.14;95 % CI,-6.17,-0.11;p = 0.042)。与白人相比,黑人和美国原住民的血红蛋白 A1c 较高。结论:这项针对不同青少年群体的研究发现了血红蛋白 A1c 和胆固醇水平的社会人口学差异,可为临床和公共卫生干预措施提供参考。
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