Department of Epidemiology and Biostatics, Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, School of Public Health, Medical College of Soochow University, 199 Ren Ai Road, Suzhou, China.
Community Health Service Center of Minglou, Subdistrict Jiangdong District, Ningbo, China.
Dis Markers. 2019 Nov 16;2019:7284691. doi: 10.1155/2019/7284691. eCollection 2019.
Type 2 diabetes mellitus (T2DM) is an epidemic disease that endangers human health seriously. Recently, a large number of reports have revealed that macrophage-inhibiting cytokine-1 (MIC-1) is linked with T2DM, but the results were inconclusive. The aim of this study was to perform bioinformatics analysis of the association between MIC-1 and T2DM.
Datasets and relevant literatures were searched in Gene Expression Omnibus (GEO), PubMed, Google Scholar, and Web of Science till September 20, 2019. Expression levels of MIC-1 were extracted, pooled, and compared between T2DM cases and controls.
In summary, 11 GEO datasets and 3 articles with 421 T2DM cases and 711 controls were finally included. The expression level of MIC-1 was significantly higher in T2DM patients compared with controls, with a standard mean difference (SMD) of 0.54 and a 95% confidence interval (95% CI) of 0.24-0.83; in blood samples, the difference was still significant (SMD = 0.65; 95%CI = 0.24-1.06). Meanwhile, the expression level of plays a significant role in differentiating T2DM cases from controls; the combined sensitivity, specificity, and odds ratio were 0.83 (95%CI = 0.72-0.90), 0.59 (95%CI = 0.45-0.72), and 1.64 (95%CI = 1.35-1.99), respectively. The summary receiver operating characteristic (SROC) curve demonstrated that the area under the curve (AUC) was 0.81 (95%CI = 0.77-0.84).
Our results suggested that the expression levels of MIC-1 were significantly higher in T2DM patients in multiple tissues including blood samples.
2 型糖尿病(T2DM)是一种严重危害人类健康的流行病。最近,大量报道表明巨噬细胞抑制细胞因子-1(MIC-1)与 T2DM 有关,但结果尚无定论。本研究旨在进行 MIC-1 与 T2DM 关联的生物信息学分析。
在基因表达综合数据库(GEO)、PubMed、Google Scholar 和 Web of Science 中检索数据集和相关文献,检索时间截至 2019 年 9 月 20 日。提取、合并并比较 MIC-1 在 T2DM 病例和对照中的表达水平。
最终纳入了 11 个 GEO 数据集和 3 篇文章,共 421 例 T2DM 患者和 711 例对照。与对照组相比,T2DM 患者 MIC-1 的表达水平显著升高,标准均数差(SMD)为 0.54,95%置信区间(95%CI)为 0.24-0.83;在血液样本中,差异仍然显著(SMD = 0.65;95%CI = 0.24-1.06)。同时,MIC-1 的表达水平在区分 T2DM 病例和对照方面具有显著作用;合并的敏感度、特异度和优势比分别为 0.83(95%CI = 0.72-0.90)、0.59(95%CI = 0.45-0.72)和 1.64(95%CI = 1.35-1.99)。汇总受试者工作特征(SROC)曲线表明,曲线下面积(AUC)为 0.81(95%CI = 0.77-0.84)。
我们的研究结果表明,MIC-1 在 T2DM 患者的多种组织中,包括血液样本中的表达水平明显升高。