儿童肥胖中的心脏代谢风险分层:评估空腹胰岛素和BMI-SDS的临床效用。
Cardiometabolic risk stratification in pediatric obesity: evaluating the clinical utility of fasting insulin and BMI-SDS.
作者信息
Stenlid Rasmus, El Amrani Sami, Cerenius Sara Y, Aydin Banu K, Manell Hannes, Mörwald Katharina, Lischka Julia, Gomahr Julian, Pixner Thomas, Ciba Iris, James Stefan K, Forslund Anders, Weghuber Daniel, Bergsten Peter
机构信息
Department of Medical Cell Biology, Uppsala University, Uppsala, Sweden.
Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden.
出版信息
Cardiovasc Diabetol. 2025 Aug 8;24(1):324. doi: 10.1186/s12933-025-02882-7.
BACKGROUND
Patients with obesity during childhood have an increased risk of fatal and non-fatal cardiovascular events during adulthood. The severity of obesity is commonly determined by BMI. However, children with relatively low BMI may have high cardiometabolic risk. Indeed, BMI-based obesity classifications might miss children at high cardiometabolic risk. Insulin has been suggested as a marker of cardiometabolic risk. In this study, we therefore estimated and compared cardiometabolic risk using either the BMI standard deviation score (BMI-SDS) or fasting insulin in an international cohort of children and adolescents with obesity and lean controls.
METHODS
Study participants (712 with obesity and 99 lean controls), aged 3 to 18 years, were categorized according to their BMI-SDS as lean or obesity class I, II, or III, or by their fasting insulin quartiles as quartile 1, 2, 3, or 4 with the lean subjects in a separate control group. Prevalence of cardiometabolic risk factors was assessed in each group. Sensitivity and specificity analyses for cardiometabolic risk were conducted for both BMI-SDS and fasting insulin. Multiple regression, logistic regression, and receiver operating characteristic (ROC) analyses were performed between fasting insulin, BMI-SDS and cardiometabolic risk factors.
RESULTS
An elevated prevalence of the cardiometabolic risk factors dyslipidemia, dysglycemia and hypertension was observed in both increasing BMI-SDS classes and increasing fasting insulin quartiles. Fasting insulin demonstrated higher areas under the curve (AUC) for detecting dyslipidemia, dysglycemia, and the combination of dyslipidemia, dysglycemia, and hypertension, compared to BMI-SDS. BMI-SDS demonstrated a higher AUC for detecting hypertension compared to fasting insulin. The same patterns were seen for the logistic regression. However, fasting insulin had an overall stronger association with the cardiometabolic risk factors studied compared to BMI-SDS.
CONCLUSIONS
In children and adolescents with obesity, fasting insulin provides complementary information to BMI-SDS in identifying those with elevated cardiometabolic risk factors. While neither marker alone offers strong predictive accuracy, incorporating fasting insulin into clinical assessment may help prioritize individuals who require more detailed evaluation. An elevated fasting insulin value may warrant further investigation among children and adolescents with obesity, independent of obesity class based on BMI-SDS.
背景
儿童期肥胖患者成年后发生致命和非致命心血管事件的风险增加。肥胖的严重程度通常由体重指数(BMI)决定。然而,BMI相对较低的儿童可能具有较高的心脏代谢风险。事实上,基于BMI的肥胖分类可能会遗漏心脏代谢风险较高的儿童。胰岛素已被建议作为心脏代谢风险的标志物。因此,在本研究中,我们在一个包含肥胖儿童和青少年以及瘦对照组的国际队列中,使用BMI标准差评分(BMI-SDS)或空腹胰岛素来估计和比较心脏代谢风险。
方法
研究参与者(712名肥胖者和99名瘦对照组)年龄在3至18岁之间,根据其BMI-SDS分为瘦或肥胖I、II或III级,或根据空腹胰岛素四分位数分为四分位数1、2、3或4,瘦受试者单独作为一个对照组。评估每组中心脏代谢风险因素的患病率。对BMI-SDS和空腹胰岛素进行心脏代谢风险的敏感性和特异性分析。对空腹胰岛素、BMI-SDS和心脏代谢风险因素进行多元回归、逻辑回归和受试者工作特征(ROC)分析。
结果
在BMI-SDS等级增加和空腹胰岛素四分位数增加的情况下,均观察到心脏代谢风险因素血脂异常、血糖异常和高血压的患病率升高。与BMI-SDS相比,空腹胰岛素在检测血脂异常、血糖异常以及血脂异常、血糖异常和高血压的组合方面显示出更高的曲线下面积(AUC)。与空腹胰岛素相比,BMI-SDS在检测高血压方面显示出更高的AUC。逻辑回归也呈现相同的模式。然而,与BMI-SDS相比,空腹胰岛素与所研究的心脏代谢风险因素总体上具有更强的关联。
结论
在肥胖儿童和青少年中,空腹胰岛素在识别心脏代谢风险因素升高的个体方面为BMI-SDS提供了补充信息。虽然单独使用这两种标志物都不能提供很强的预测准确性,但将空腹胰岛素纳入临床评估可能有助于对需要更详细评估的个体进行优先排序。空腹胰岛素值升高可能需要在肥胖儿童和青少年中进行进一步调查,而不考虑基于BMI-SDS的肥胖等级。