Sartika Ratu Ayu Dewi, Sigit Fathimah Sulistyowati, Shukri Nurul Husna Mohd, Purwanto Edy, Yunita Jasrida, Lubis Pika Novriani
Faculty of Public Health, Universitas Indonesia, Depok, Indonesia.
Metabolic Disorder, Cardiovascular, and Aging Research Cluster, Faculty of Medicine, Indonesia Medical Education and Research Institute, Universitas Indonesia, Jakarta, Indonesia.
J Nutr Metab. 2025 Sep 2;2025:5815261. doi: 10.1155/jnme/5815261. eCollection 2025.
Waist-to-height ratio (WHtR) is an alternative index to evaluate metabolic health and predict the risk of estimating the impact of adiposity on cardiometabolic diseases. Despite the significance, the diagnostic performance of WHtR has not been extensively investigated in large epidemiological studies in Indonesia. Therefore, this study aimed to investigate anthropometric indexes (body mass index [BMI], waist circumference [WC], waist-to-hip ratio [WHR], and WHtR) with the best clinically accurate and diagnostic performance in detecting the prevalence of diabetes mellitus (DM) and hypertension (HTN) in the Indonesian population. This study used a cross-sectional method to analyze big data of 7699 individuals from the Indonesian Family Life Survey. The diagnostic performance of each anthropometric index was analyzed using the receiver operating characteristics (ROC) curve model in the SPSS and MedCalc applications. Furthermore, the associations of anthropometric indexes with DM and HTN were evaluated using logistic regression adjusted for sociodemographic confounders. WHtR showed the highest area under the curve (AUC) for detecting DM in men (0.731 [0.679-0.784]), as well as HTN in both men (0.650 [0.629-0.671]) and women (0.615 [0.598-0.633]). Although often negligible, the discrepancies had overlapping 95% confidence intervals with other indexes. WHtR also showed the strongest association with both DM (AOR [95% CI]: 3.166 [2.416-4.150]) and HTN (1.938 [1.703-2.206]). Lower cutoffs for BMI (22.72 kg/m) and WC (83.35 cm) enhanced sensitivity for DM and HTN detection, particularly in men. WHtR outperformed BMI, WC, and WHR in detecting DM and HTN in the Indonesian population. Additionally, lower cutoffs for overall (BMI) and abdominal obesity (WC) should be considered to enhance the sensitivity of anthropometric indexes in screening for cardiometabolic diseases in the population.
腰高比(WHtR)是评估代谢健康和预测肥胖对心脏代谢疾病影响风险的另一种指标。尽管具有重要意义,但在印度尼西亚的大型流行病学研究中,尚未对WHtR的诊断性能进行广泛调查。因此,本研究旨在调查人体测量指标(体重指数[BMI]、腰围[WC]、腰臀比[WHR]和WHtR)在检测印度尼西亚人群中糖尿病(DM)和高血压(HTN)患病率方面的最佳临床准确性和诊断性能。本研究采用横断面方法分析了来自印度尼西亚家庭生活调查的7699名个体的大数据。使用SPSS和MedCalc应用程序中的受试者工作特征(ROC)曲线模型分析了每个人体测量指标的诊断性能。此外,使用针对社会人口学混杂因素进行调整的逻辑回归评估了人体测量指标与DM和HTN的关联。WHtR在检测男性DM方面显示出最高的曲线下面积(AUC)(0.731[0.679 - 0.784]),在检测男性(0.650[0.629 - 0.671])和女性(0.615[0.598 - 0.633])的HTN方面也显示出最高的曲线下面积。尽管这些差异通常可忽略不计,但与其他指标的95%置信区间存在重叠。WHtR还显示出与DM(优势比[95%置信区间]:3.166[2.416 - 4.150])和HTN(1.938[1.703 - 2.206])的最强关联。较低的BMI(22.72 kg/m²)和WC(83.35 cm)临界值提高了DM和HTN检测的敏感性,尤其是在男性中。在检测印度尼西亚人群中的DM和HTN方面,WHtR优于BMI、WC和WHR。此外,应考虑降低总体(BMI)和腹部肥胖(WC)的临界值,以提高人体测量指标在人群中筛查心脏代谢疾病的敏感性。