Does Inflammation Mediate the Association Between Obesity and Insulin Resistance?

被引:25
作者
Adabimohazab, Razieh [1 ]
Garfinkel, Amanda [1 ]
Milam, Emily C. [1 ]
Frosch, Olivia [1 ]
Mangone, Alexander [1 ]
Convit, Antonio [1 ,2 ,3 ,4 ,5 ]
机构
[1] NYU, Sch Med, Dept Psychiat, New York, NY 10016 USA
[2] NYU, Sch Med, Dept Med, New York, NY 10016 USA
[3] NYU, Sch Med, Dept Radiol, New York, NY 10016 USA
[4] Nathan S Kline Inst Psychiat Res, Orangeburg, NY 10962 USA
[5] NYU, Sch Med, Brain Obes & Diabet Lab BODyLab, 145 East 32nd St,8th Floor, New York, NY 10016 USA
基金
美国国家卫生研究院;
关键词
insulin resistance; inflammation; inflammation balance score; obesity; random forest; TUMOR-NECROSIS-FACTOR; C-REACTIVE PROTEIN; ADIPONECTIN;
D O I
10.1007/s10753-016-0329-z
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
In adult obesity, low-grade systemic inflammation is considered an important step in the pathogenesis of insulin resistance (IR). The association between obesity and inflammation is less well established in adolescents. Here, we ascertain the importance of inflammation in IR among obese adolescents by utilizing either random forest (RF) classification or mediation analysis approaches. The inflammation balance score, composed of eight pro- and anti-inflammatory makers, as well as most of the individual inflammatory markers differed significantly between lean and overweight/obese. In contrast, adiponectin was the only individual marker selected as a predictor of IR by RF, and the balance score only revealed a medium-to-low importance score. Neither adiponectin nor the inflammation balance score was found to mediate the relationship between obesity and IR. These findings do not support the premise that low-grade systemic inflammation is a key for the expression of IR in the human. Prospective longitudinal studies should confirm these findings.
引用
收藏
页码:994 / 1003
页数:10
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