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胰岛素抵抗相关指标与慢性肾脏病之间的U型关系:一项基于2007 - 2016年美国国家健康与营养检查调查的回顾性队列研究

The U-shape relationship between insulin resistance-related indexes and chronic kidney disease: a retrospective cohort study from National Health and Nutrition Examination Survey 2007-2016.

作者信息

Shen Ruihua, Lin Ling, Bin Zexuan, Qiao Xi

机构信息

Department of Nephrology, Second Hospital of Shanxi Medical University, Taiyuan, People's Republic of China.

Shanxi Kidney Disease Institute, Taiyuan, People's Republic of China.

出版信息

Diabetol Metab Syndr. 2024 Jul 17;16(1):168. doi: 10.1186/s13098-024-01408-7.

Abstract

BACKGROUND

There is ongoing debate on the correlation between chronic kidney disease (CKD) and insulin resistance (IR)-related indices. Our objective was to explore the prognostic ability of IR-related indexes for the prevalence of CKD, as well as the mortality from all causes and cardiovascular disease (CVD) in CKD patients.

METHODS

The data used in this study came from the National Health and Nutrition Examination Survey (NHANES). Binary logistic regression analysis, Cox proportional hazards model, and restricted cubic spline (RCS) were used to analyze the relationship between IR-related indexes, including metabolic score of IR (METS-IR), homeostatic model assessment for IR (HOMA-IR), triglyceride glucose index (TyG), triglyceride glucose-waist-to-height ratio (TyG-WHtR), triglyceride glucose-body mass index (TyG-BMI), with CKD and its all-cause mortality and CVD mortality. Subgroup analysis was performed to test the stability of the results. Finally, the predictive power of IR-related indexes for CKD was tested by the receiver operating characteristic (ROC) curve.

RESULTS

Among the recruited 10,660 participants, 15.42% were CKD patients. All IR-related indexes were found to be nonlinearly correlated to the prevalence of CKD in the study. When the TyG index was higher than 9.05, it was positively associated with CKD (OR: 1.77, 95% CI 1.44-2.18). Moreover, increased TyG-WHtR level was correlated with a greater prevalence of CKD when it was higher than 4.3 (OR: 1.31, 95% CI 1.19-1.45). Other IR-related indexes (METS-IR, HOMA-IR, and TyG-BMI) showed fewer notable correlations with CKD. The association of IR-related indexes and the prevalence of CKD remained consistent in most subgroups (P for interactions > 0.05). TyG-WHtR was also the predictor of all-cause mortality in CKD patients (HR: 1.34, 95% CI 1.14-1.58), while other IR-related indexes were not correlated with the all-cause mortality or CVD mortality in CKD patients (P > 0.05). Otherwise, ROC curves showed that TyG-WHtR had more robust diagnostic efficacy than other IR-related indexes (METS-IR, HOMA-IR, TyG, and TyG-BMI) in predicting CKD (area under the curve: 0.630, 95% CI 0.615-0.644).

CONCLUSIONS

IR-related biomarkers (METS-IR, HOMA-IR, TyG, and TyG-BMI) were positively correlated with the prevalence of CKD. Moreover, TyG-WHtR enhanced CKD and its all-cause mortality prediction. In patients with elevated levels of IR-related indexes, the early detection and intervention of IR may reduce the occurrence of CKD and the prognosis of CKD patients.

摘要

背景

关于慢性肾脏病(CKD)与胰岛素抵抗(IR)相关指标之间的相关性,目前仍存在争议。我们的目的是探讨IR相关指标对CKD患病率以及CKD患者全因死亡率和心血管疾病(CVD)死亡率的预测能力。

方法

本研究使用的数据来自美国国家健康与营养检查调查(NHANES)。采用二元逻辑回归分析、Cox比例风险模型和受限立方样条(RCS)分析IR相关指标,包括IR代谢评分(METS-IR)、IR稳态模型评估(HOMA-IR)、甘油三酯葡萄糖指数(TyG)、甘油三酯葡萄糖-腰高比(TyG-WHtR)、甘油三酯葡萄糖-体重指数(TyG-BMI)与CKD及其全因死亡率和CVD死亡率之间的关系。进行亚组分析以检验结果的稳定性。最后,通过受试者工作特征(ROC)曲线检验IR相关指标对CKD的预测能力。

结果

在招募的10660名参与者中,15.42%为CKD患者。研究发现所有IR相关指标与CKD患病率均呈非线性相关。当TyG指数高于9.05时,它与CKD呈正相关(比值比:1.77,95%置信区间1.44 - 2.18)。此外,当TyG-WHtR水平高于4.3时,其升高与CKD患病率更高相关(比值比:1.31,95%置信区间1.19 - 1.45)。其他IR相关指标(METS-IR、HOMA-IR和TyG-BMI)与CKD的相关性不太显著。IR相关指标与CKD患病率的关联在大多数亚组中保持一致(交互作用P>0.05)。TyG-WHtR也是CKD患者全因死亡率的预测指标(风险比:1.34,95%置信区间1.14 - 1.58),而其他IR相关指标与CKD患者的全因死亡率或CVD死亡率无关(P>0.05)。此外,ROC曲线显示,在预测CKD方面,TyG-WHtR比其他IR相关指标(METS-IR、HOMA-IR、TyG和TyG-BMI)具有更强的诊断效能(曲线下面积:0.630,95%置信区间0.615 - 0.644)。

结论

IR相关生物标志物(METS-IR、HOMA-IR、TyG和TyG-BMI)与CKD患病率呈正相关。此外,TyG-WHtR增强了对CKD及其全因死亡率的预测。在IR相关指标水平升高的患者中,早期检测和干预IR可能会降低CKD的发生率及改善CKD患者的预后。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4de9/11253359/ca01c4a39d6c/13098_2024_1408_Fig1_HTML.jpg

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