Yoon Jihyun, Heo Seok-Jae, Lee Jun-Hyuk, Kwon Yu-Jin, Lee Jung Eun
Department of Family Medicine, Anam Hospital, Korea University College of Medicine, 73 Goryeodae-ro, Seongbuk-gu, Seoul, 02481, Republic of Korea.
Division of Biostatistics, Department of Biomedical Systems Informatics, Yonsei University College of Medicine, Seoul, 03722, Republic of Korea.
Diabetol Metab Syndr. 2023 Nov 14;15(1):230. doi: 10.1186/s13098-023-01214-7.
Chronic kidney disease (CKD) has emerged as a mounting public health issue worldwide; therefore, prompt identification and prevention are imperative in mitigating CKD-associated complications and mortality rate. We aimed to compare the predictive powers of the homeostatic model assessment for insulin resistance (HOMA-IR) and the metabolic score for insulin resistance (METS-IR) for CKD incidence in middle-aged and older adults.
This study used longitudinal prospective cohort data from the Korean Genome and Epidemiology Study. A total of 10,030 participants, aged 40-69 years, residing in the Ansung or Ansan regions of the Republic of Korea, were recruited between 2001 and 2002 through a two-stage cluster sampling method. We compared the predictive powers of METS-IR and HOMA-IR for CKD prevalence and incidence, respectively. CKD prevalence was measured by the area under the receiver operating characteristic (ROC) curve (AUC), and the indices' predictive performance for CKD incidence were assessed using Harrell's concordance index and time-dependent ROC curve analysis.
A total of 9261 adults aged 40-69 years at baseline and 8243 adults without CKD were included in this study. The AUCs and 95% confidence intervals (CIs) of HOMA-IR and METS-IR for CKD prevalence at baseline were 0.577 (0.537-0.618) and 0.599 (0.560-0.637), respectively, with no significant difference (p = 0.337). The Heagerty's integrated AUC for METS-IR in predicting CKD incidence was 0.772 (95% CI 0.750-0.799), which was significantly higher than that of HOMA-IR (0.767 [95% CI 0.742-0.791], p = 0.015).
METS-IR surpassed HOMA-IR in predicting CKD incidence and was as effective as HOMA-IR in predicting CKD prevalence. This implies that METS-IR could be a valuable indicator for early detection and prevention of CKD among Korean adults.
慢性肾脏病(CKD)已成为全球日益严重的公共卫生问题;因此,及时识别和预防对于减轻CKD相关并发症和死亡率至关重要。我们旨在比较稳态模型评估胰岛素抵抗(HOMA-IR)和代谢性胰岛素抵抗评分(METS-IR)对中老年成年人CKD发病率的预测能力。
本研究使用了韩国基因组与流行病学研究的纵向前瞻性队列数据。通过两阶段整群抽样方法,在2001年至2002年期间招募了居住在韩国安城或安山地区的10,030名年龄在40-69岁的参与者。我们分别比较了METS-IR和HOMA-IR对CKD患病率和发病率的预测能力。CKD患病率通过受试者操作特征(ROC)曲线下面积(AUC)来衡量,使用Harrell一致性指数和时间依赖性ROC曲线分析评估各指标对CKD发病率的预测性能。
本研究纳入了9261名基线年龄在40-69岁的成年人以及8243名无CKD的成年人。HOMA-IR和METS-IR在基线时对CKD患病率的AUC及95%置信区间(CI)分别为0.577(0.537-0.618)和0.599(0.560-0.637),差异无统计学意义(p = 0.337)。METS-IR预测CKD发病率的Heagerty综合AUC为0.772(95%CI 0.750-0.799),显著高于HOMA-IR(0.767[95%CI 0.742-0.791],p = 0.015)。
METS-IR在预测CKD发病率方面优于HOMA-IR,在预测CKD患病率方面与HOMA-IR效果相当。这意味着METS-IR可能是韩国成年人早期检测和预防CKD的一个有价值的指标。