Association between systemic immune-inflammatory index and diabetes mellitus: mediation analysis involving obesity indicators in the NHANES

被引:21
作者
Chen, Yongze [1 ,2 ]
Huang, Ruixian [1 ]
Mai, Zhenhua [1 ,3 ]
Chen, Hao [1 ]
Zhang, Jingjing [1 ]
Zhao, Le [1 ]
Yang, Zihua [1 ]
Yu, Haibing [1 ]
Kong, Danli [1 ]
Ding, Yuanlin [1 ]
机构
[1] Guangdong Med Univ, Sch Publ Hlth, Dept Epidemiol & Med Stat, Dongguan, Peoples R China
[2] Guangdong Med Univ, Dept Gastroenterol, Affiliated Hosp, Zhanjiang, Peoples R China
[3] Guangdong Med Univ, Dept Crit Care Med, Affiliated Hosp, Zhanjiang, Peoples R China
关键词
systemic immune-inflammatory index; obesity indicator; diabetes mellitus; health and nutrition examination survey; mediation analysis; LIPID-ACCUMULATION PRODUCT; VISCERAL ADIPOSITY INDEX; INSULIN-RESISTANCE;
D O I
10.3389/fpubh.2023.1331159
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Inflammation and obesity have been widely recognized to play a key role in Diabetes mellitus (DM), and there exists a complex interplay between them. We aimed to clarify the relationship between inflammation and DM, as well as the mediating role of obesity in the relationship.Methods: Based on the National Health and Nutrition Examination Survey (NHANES) 2005-2018. Univariate analyses of continuous and categorical variables were performed using t-test, linear regression, and chi(2) test, respectively. Logistic regression was used to analyze the relationship between Systemic Immune-Inflammatory Index (SII) or natural logarithm (Ln)-SII and DM in three different models. Mediation analysis was used to determine whether four obesity indicators, including body mass index (BMI), waist circumference (WC), visceral adiposity index (VAI) and lipid accumulation product index (LAP), mediated the relationship between SII and DM.Results: A total of 9,301 participants were included, and the levels of SII and obesity indicators (BMI, WC, LAP, and VAI) were higher in individuals with DM (p < 0.001). In all three models, SII and Ln-SII demonstrated a positive correlation with the risk of DM and a significant dose-response relationship was found (p-trend <0.05). Furthermore, BMI and WC were associated with SII and the risk of DM in all three models (p < 0.001). Mediation analysis showed that BMI and WC mediated the relationship between SII with DM, as well as Ln-SII and DM, with respective mediation proportions of 9.34% and 12.14% for SII and 10.23% and 13.67% for Ln-SII (p < 0.001).Conclusion: Our findings suggest that increased SII levels were associated with a higher risk of DM, and BMI and WC played a critical mediating role in the relationship between SII and DM.
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页数:14
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