Altered levels of circulating cytokines and microRNAs in lean and obese individuals with prediabetes and type 2 diabetes

IF 3.743 Q2 Biochemistry, Genetics and Molecular Biology
Yury O. Nunez Lopez, Gabriella Garufi and Attila A. Seyhan
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引用次数: 105

Abstract

Today obesity and type 2 diabetes (T2D) have both reached epidemic proportions. However, our current understanding of the primary mechanisms leading to these diseases is still limited due to the complex multifactorial nature of the underlying phenomena. We hypothesize that the levels of specific cytokines and miRNAs vary across the diabetes spectrum and unique signatures associated with them may serve as early biomarkers of the disease and provide insights into respective pathogenetic mechanisms. In this study, we measured the circulating levels of cytokines and microRNAs (miRNAs) in lean and obese humans with prediabetes (n = 21), T2D (n = 17), and healthy controls (n = 20) (ORIGINS trial, NCT02226640). Data were analyzed by fitting linear models adjusted for confounding variables (BMI, age, and gender in the diabetes context and age, gender, and diabetes status in the obesity context) and implementing nonparametric randomization-based tests for statistical inference. Group differences and correlations (r > 0.3) between variables with P < 0.05 were considered significant. False discovery rates (FDR) correcting for multiple testing were calculated using the Benjamini–Hochberg correction. We found a number of circulating cytokines and miRNAs deregulated in subjects with obesity, prediabetes, and T2D. Specifically, cytokines IL-6, IL-8, IL-10, IL-12, and SFRP4, as well as miRNAs miR-21, miR-24.1, miR-27a, miR-28-3p, miR-29b, miR-30d, miR-34a, miR-93, miR-126, miR-146a, miR-148, miR-150, miR-155, and miR-223, significantly changed across the diabetes spectrum, and were associated with measures of pancreatic islet β cell function and glycemic control, among others. Notably, SFRP4 was the only studied cytokine that was significantly associated with obesity, prediabetes, and T2D, which underscores the important role of this molecule during disease development and progression. Our data suggest that changes in circulating miRNAs and cytokines may have clinical utility as biomarkers of prediabetes.

Abstract Image

糖尿病前期和2型糖尿病的瘦和肥胖个体循环细胞因子和microrna水平的改变
今天,肥胖和2型糖尿病(T2D)都已达到流行病的程度。然而,由于潜在现象的复杂多因素性质,我们目前对导致这些疾病的主要机制的理解仍然有限。我们假设,特定细胞因子和mirna的水平在糖尿病谱系中有所不同,与它们相关的独特特征可能作为该疾病的早期生物标志物,并为各自的发病机制提供见解。在这项研究中,我们测量了患有前驱糖尿病(n = 21)、t2dm (n = 17)和健康对照(n = 20)的瘦人和肥胖人体内细胞因子和microRNAs (miRNAs)的循环水平(ORIGINS试验,NCT02226640)。通过拟合线性模型对混杂变量(糖尿病背景下的BMI、年龄和性别,肥胖背景下的年龄、性别和糖尿病状况)进行校正,并实施基于非参数随机化的统计推断检验,对数据进行分析。组间差异及相关性(r >0.3)变量间P <0.05为显著性。多次测试的错误发现率(FDR)校正使用Benjamini-Hochberg校正计算。我们发现许多循环细胞因子和mirna在肥胖、前驱糖尿病和T2D患者中失调。具体来说,细胞因子IL-6、IL-8、IL-10、IL-12和SFRP4,以及mirna miR-21、miR-24.1、miR-27a、miR-28-3p、miR-29b、miR-30d、miR-34a、miR-93、miR-126、miR-146a、miR-148、miR-150、miR-155和miR-223在整个糖尿病谱系中都发生了显著变化,并且与胰岛β细胞功能和血糖控制等指标相关。值得注意的是,SFRP4是唯一被研究的与肥胖、前驱糖尿病和T2D显著相关的细胞因子,这强调了该分子在疾病发生和进展中的重要作用。我们的数据表明,循环mirna和细胞因子的变化可能作为前驱糖尿病的生物标志物具有临床应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular BioSystems
Molecular BioSystems 生物-生化与分子生物学
CiteScore
2.94
自引率
0.00%
发文量
0
审稿时长
2.6 months
期刊介绍: Molecular Omics publishes molecular level experimental and bioinformatics research in the -omics sciences, including genomics, proteomics, transcriptomics and metabolomics. We will also welcome multidisciplinary papers presenting studies combining different types of omics, or the interface of omics and other fields such as systems biology or chemical biology.
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