Fernández-Aparicio Ángel, Mohatar-Barba Miriam, Perona Javier S, Schmidt-RioValle Jacqueline, Navarro-Pérez Carmen Flores, González-Jiménez Emilio
Department of Nursing, Faculty of Health Sciences, University of Granada, 18016 Granada, Spain.
Instituto de Investigación Biosanitaria (ibs.GRANADA), 18016 Granada, Spain.
Metabolites. 2025 Aug 7;15(8):535. doi: 10.3390/metabo15080535.
Adolescence is a critical period for the early detection of metabolic syndrome (MetS), a condition that increases the risk of cardiometabolic diseases in adulthood. Timely identification of at-risk adolescents enables targeted prevention strategies. This study aimed to analyze the discriminative capacity and accuracy of six biochemical and/or anthropometric indices related to lipid metabolism and adiposity for the early detection of MetS in a sample of Spanish adolescents. A cross-sectional study carried out according to the STROBE guidelines. A sample of 981 adolescents aged 11-16 years old were randomly recruited from schools in Southeastern Spain. The presence or absence of MetS was determined according to the International Diabetes Federation criteria. The following biochemical and/or anthropometric indices were evaluated: triglyceride glucose index, visceral adiposity index, logarithm children's lipid accumulation product, triglyceride glucose-body mass index, triglyceride glucose-waist circumference, and triglyceride glucose-waist-to-hip ratio. The triglyceride glucose-waist-to-hip ratio and triglyceride glucose-body mass index parameters were the strongest indicators associated with MetS in boys and girls, respectively, after adjusting for several factors. Moreover, all evaluated indices showed optimal AUC values, with the visceral adiposity index and triglyceride glucose-waist circumference index exhibiting the highest discriminative capacity in both genders. The evaluated biochemical and anthropometric indices-particularly visceral adiposity index and triglyceride-glucose-waist circumference-show promise as accessible biomarkers for identifying adolescents at metabolic risk. These indices may serve as practical tools in preventive health strategies aimed at improving metabolic health by screening adolescents at risk of MetS, thereby helping to reduce the future burden of non-communicable diseases.
青春期是早期发现代谢综合征(MetS)的关键时期,代谢综合征会增加成年后患心脏代谢疾病的风险。及时识别有风险的青少年有助于制定有针对性的预防策略。本研究旨在分析与脂质代谢和肥胖相关的六个生化和/或人体测量指标在西班牙青少年样本中早期检测MetS的鉴别能力和准确性。根据STROBE指南进行了一项横断面研究。从西班牙东南部的学校中随机招募了981名11至16岁的青少年样本。根据国际糖尿病联盟的标准确定是否存在MetS。评估了以下生化和/或人体测量指标:甘油三酯葡萄糖指数、内脏脂肪指数、儿童脂质积聚产物对数、甘油三酯葡萄糖-体重指数、甘油三酯葡萄糖-腰围和甘油三酯葡萄糖-腰臀比。在调整了几个因素后,甘油三酯葡萄糖-腰臀比和甘油三酯葡萄糖-体重指数参数分别是与男孩和女孩MetS相关的最强指标。此外,所有评估指标均显示出最佳的AUC值,内脏脂肪指数和甘油三酯葡萄糖-腰围指数在两性中均表现出最高的鉴别能力。评估的生化和人体测量指标——尤其是内脏脂肪指数和甘油三酯-葡萄糖-腰围——有望作为识别有代谢风险青少年的可及生物标志物。这些指标可作为预防性健康策略中的实用工具,旨在通过筛查有MetS风险的青少年来改善代谢健康,从而有助于减轻未来非传染性疾病的负担。