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通过加权基因共表达网络分析鉴定出的伴有高甘油三酯血症的糖尿病前期lncRNAs功能模块和基因。

Identified lncRNAs functional modules and genes in prediabetes with hypertriglyceridemia by weighted gene co-expression network analysis.

作者信息

Sun Mengzi, Yan Shoumeng, Zhao Di, Wang Ling, Feng Tianyu, Yang Yixue, Li Xiaotong, Hu Wenyu, Yao Nan, Cui Weiwei, Li Bo

机构信息

Department of Epidemiology and Biostatistics, School of Public Health, Jilin University, 1163 Xinmin Avenue, Changchun, 130021, People's Republic of China.

Department of Physical Examination Central, The First Hospital of Jilin University, Changchun, 130021, People's Republic of China.

出版信息

Nutr Metab (Lond). 2022 May 2;19(1):33. doi: 10.1186/s12986-022-00665-5.

Abstract

BACKGROUND

Hypertriglyceridemia (HTG) is one of the most important comorbidities in abnormal glucose patients. The aim of this study was to identify lncRNAs functional modules and hub genes related to triglyceride (TG) in prediabetes.

METHODS

The study included 12 prediabetic patients: 6 participants with HTG and 6 participants with normal triglyceride (NTG). Whole peripheral blood RNA sequencing was performed for these samples to establish a lncRNA library. WGCNA, KEGG pathways analysis and the PPI network were used to construct co-expression network, to obtain modules related to blood glucose, and to detect key lncRNAs. Meanwhile, GEO database and qRT-PCR were used to validate above key lncRNAs.

RESULTS

We found out that the TCONS_00334653 and PVT1, whose target mRNA are MYC and HIST1H2BM, were downregulating in the prediabetes with HTG. Moreover, both of TCONS_00334653 and PVT1 were validated in the GEO database and qRT-PCR.

CONCLUSIONS

Therefore, the TCONS_00334653 and PVT1 were detected the key lncRNAs for the prediabetes with HTG, which might be a potential therapeutic or diagnostic target for the treatment of prediabetes with HTG according to the results of validation in the GEO database, qRT-PCR and ROC curves.

摘要

背景

高甘油三酯血症(HTG)是血糖异常患者最重要的合并症之一。本研究旨在识别糖尿病前期与甘油三酯(TG)相关的长链非编码RNA(lncRNA)功能模块和关键基因。

方法

本研究纳入12例糖尿病前期患者,其中6例为HTG患者,6例为正常甘油三酯(NTG)患者。对这些样本进行全外周血RNA测序以建立lncRNA文库。采用加权基因共表达网络分析(WGCNA)、KEGG通路分析和蛋白质-蛋白质相互作用(PPI)网络构建共表达网络,获得与血糖相关的模块,并检测关键lncRNA。同时,利用基因表达综合数据库(GEO)和定量逆转录-聚合酶链反应(qRT-PCR)对上述关键lncRNA进行验证。

结果

我们发现,目标mRNA为MYC和HIST1H2BM的TCONS_00334653和PVT1在伴有HTG的糖尿病前期患者中表达下调。此外,TCONS_00334653和PVT1均在GEO数据库和qRT-PCR中得到验证。

结论

因此,检测到TCONS_00334653和PVT1是伴有HTG的糖尿病前期的关键lncRNA,根据GEO数据库、qRT-PCR和ROC曲线的验证结果,它们可能成为伴有HTG的糖尿病前期治疗的潜在治疗或诊断靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bc5a/9063339/86b1b40db8fa/12986_2022_665_Fig1_HTML.jpg

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