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2 型糖尿病与澳大利亚人群中潜在炎症机制相关的免疫球蛋白 G N-糖基化有关。

Type 2 Diabetes Mellitus is Associated with the Immunoglobulin G N-Glycome through Putative Proinflammatory Mechanisms in an Australian Population.

机构信息

School of Medical and Health Sciences, Edith Cowan University, Joondalup, Australia.

Beijing Key Laboratory of Clinical Epidemiology, School of Public Health, Capital Medical University, Beijing, China.

出版信息

OMICS. 2019 Dec;23(12):631-639. doi: 10.1089/omi.2019.0075. Epub 2019 Sep 17.

Abstract

Type 2 diabetes mellitus (T2DM) is a common complex trait arising from interactions among multiple environmental, genomic, and postgenomic factors. We report here the first attempt to investigate the association between immunoglobulin G (IgG) N-glycan patterns, T2DM, and their clinical risk factors in an Australian population. N-glycosylation of proteins is one of the most frequently observed co- and post-translational modifications, reflecting, importantly, the real-time status of the interplay between the genomic and postgenomic factors. In a community-based case-control study, 849 participants (217 cases and 632 controls) were recruited from an urban community in Busselton, Western Australia. We applied the ultraperformance liquid chromatography method to analyze the composition of IgG N-glycans. We then conducted Spearman's correlation analyses to explore the association between glycan biomarker candidates and clinical risk factors. We performed area under the curve (AUC) analysis of the receiver operating characteristic curves by fivefold cross-validation for clinical risk factors, IgG glycans, and their combination. Two directly measured and four derived glycan peaks were significantly associated with T2DM, after correction for extensive clinical confounders and false discovery rate, thus suggesting that IgG N-glycan traits are highly correlated with T2DM clinical risk factors. Moreover, adding the IgG glycan profiles to fasting blood glucose in the logistic regression model increased the AUC from 0.799 to 0.859. The AUC for IgG glycans alone was 0.623 with a 95% confidence interval 0.580-0.666. In addition, our study provided new evidence of diversity in T2DM complex trait by IgG N-glycan stratification. Six IgG glycan traits were firmly associated with T2DM, which reflects an increased proinflammatory and biological aging status. In summary, our study reports novel associations between the IgG N-glycome and T2DM in an Australian population and the putative role of proinflammatory mechanisms. Furthermore, IgG N-glycomic alterations offer future prospects as inflammatory biomarker candidates for T2DM diagnosis, and monitoring of T2DM progression to cardiovascular disease or renal failure.

摘要

2 型糖尿病(T2DM)是一种常见的复杂特征,由多种环境、基因组和后基因组因素相互作用引起。我们在此报告首次尝试在澳大利亚人群中研究免疫球蛋白 G(IgG)N-糖型模式、T2DM 及其临床危险因素之间的关联。蛋白质的糖基化是最常见的翻译后修饰之一,重要的是,它反映了基因组和后基因组因素之间相互作用的实时状态。在一项基于社区的病例对照研究中,我们从澳大利亚西部巴斯尔顿的一个城市社区招募了 849 名参与者(217 例病例和 632 例对照)。我们应用超高效液相色谱法分析 IgG N-糖型的组成。然后,我们进行 Spearman 相关分析,以探讨糖生物标志物候选物与临床危险因素之间的关联。我们通过五倍交叉验证对临床危险因素、IgG 聚糖和它们的组合进行曲线下面积(AUC)分析。在纠正广泛的临床混杂因素和错误发现率后,有两个直接测量和四个衍生的聚糖峰与 T2DM 显著相关,这表明 IgG N-糖型特征与 T2DM 临床危险因素高度相关。此外,在逻辑回归模型中将 IgG 糖谱添加到空腹血糖中,AUC 从 0.799 增加到 0.859。仅 IgG 聚糖的 AUC 为 0.623,95%置信区间为 0.580-0.666。此外,我们的研究通过 IgG N-聚糖分层为 T2DM 复杂特征提供了新的证据。有六个 IgG 聚糖特征与 T2DM 密切相关,这反映了炎症和生物衰老状态的增加。总之,我们的研究报告了澳大利亚人群中 IgG N-聚糖与 T2DM 之间的新关联,以及炎症机制的潜在作用。此外,IgG N-聚糖的改变为 T2DM 的诊断以及监测 T2DM 向心血管疾病或肾衰竭的进展提供了作为炎症生物标志物候选物的未来前景。

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