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胰岛素抵抗替代指标在预测中国非糖尿病人群轻度认知功能障碍中的比较研究。

Comparative study of insulin resistance surrogate indices to predict mild cognitive impairment among Chinese non-diabetic adults.

机构信息

School of Medicine, Yan'an University, Yan'an, 716000, China.

出版信息

Lipids Health Dis. 2024 Nov 1;23(1):357. doi: 10.1186/s12944-024-02353-0.

Abstract

OBJECTIVE

The study aims to investigate the associations of triglyceride glucose (TyG), TyG combined with body mass index (TyG-BMI), metabolic score for insulin resistance (METS-IR), the triglyceride to high-density lipoprotein cholesterol ratio (TG/HDL-C), and the risk of mild cognitive impairment (MCI) in individuals without diabetes aged 45 and above.

METHODS

The most recent data in this study were from a cohort study, which sourced samples from the China Health and Retirement Longitudinal Study, spanning 2011 to 2018. The four indices' associations with MCI risk were analyzed using logistic regression. The predictive capacity was measured using the receiver operating characteristic (ROC) curve.

RESULTS

Over a 7-year follow-up, 1,261 individuals (31.34%) of the 4,027 participants developed MCI. Logistic regression analysis revealed significant associations between these surrogate indices and MCI. The findings for the highest quartile compared with the lowest quartile were as follows: TyG: 1.24 (95% CI: 1.02, 1.49); TyG-BMI: 1.38 (95% CI: 1.13, 1.68); METS-IR: 1.50 (95% CI: 1.09, 2.06); TG/HDL-C: 1.34 (95% CI: 1.10, 1.64). ROC analysis revealed that TyG, TyG-BMI, TG/HDL-C, and METS-IR demonstrated excellent discriminatory power for MCI, with area under the curve (AUC) values of 0.82 (95% CI: 0.80, 0.83), 0.82 (95% CI: 0.80, 0.83), 0.83 (95% CI: 0.80, 0.84), and 0.83 (95% CI: 0.80, 0.84), respectively. The four indices showed stronger ability to predict MCI risk in females compared to males.

CONCLUSION

Elevated levels of four indices are positively correlated with MCI risk. TyG-BMI and METS-IR demonstrate stronger capabilities in identifying MCI across both male and female populations. This suggests that early intervention in patients with elevated IR surrogate indices may help reduce the MCI.

摘要

目的

本研究旨在探讨甘油三酯葡萄糖(TyG)、TyG 与体重指数(TyG-BMI)联合、胰岛素抵抗代谢评分(METS-IR)、甘油三酯与高密度脂蛋白胆固醇比值(TG/HDL-C)与 45 岁及以上无糖尿病个体轻度认知障碍(MCI)风险的关系。

方法

本研究中最近的数据来自于一项队列研究,该研究的数据来源于中国健康与退休纵向研究,时间跨度为 2011 年至 2018 年。使用逻辑回归分析四个指标与 MCI 风险的关系。使用接收者操作特征(ROC)曲线测量预测能力。

结果

在 7 年的随访中,4027 名参与者中有 1261 人(31.34%)发生 MCI。逻辑回归分析显示,这些替代指标与 MCI 之间存在显著关联。与最低四分位相比,最高四分位的结果如下:TyG:1.24(95%CI:1.02,1.49);TyG-BMI:1.38(95%CI:1.13,1.68);METS-IR:1.50(95%CI:1.09,2.06);TG/HDL-C:1.34(95%CI:1.10,1.64)。ROC 分析显示,TyG、TyG-BMI、TG/HDL-C 和 METS-IR 对 MCI 具有良好的区分能力,曲线下面积(AUC)值分别为 0.82(95%CI:0.80,0.83)、0.82(95%CI:0.80,0.83)、0.83(95%CI:0.80,0.84)和 0.83(95%CI:0.80,0.84)。四个指标在女性中预测 MCI 风险的能力强于男性。

结论

四个指标水平升高与 MCI 风险呈正相关。TyG-BMI 和 METS-IR 在男女人群中对识别 MCI 具有更强的能力。这表明,早期干预 IR 替代指标升高的患者可能有助于降低 MCI。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6c89/11529243/fa09c0ec9231/12944_2024_2353_Fig1_HTML.jpg

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