Identification of MDM2, YTHDF2 and DDX21 as potential biomarkers and targets for treatment of type 2 diabetes

生物 基因 计算生物学 2型糖尿病 癌症研究 生物信息学 遗传学 糖尿病 内分泌学
作者
Junyi Zheng,Xiaoting Chen,Lei Wu,Ye Zhou,Zhenghao Wang,Juan Li,Yuqi Liu,Peng Ge,Per‐Olof Berggren,Xiaofeng Zheng,Nanwei Tong
出处
期刊:Biochemical and Biophysical Research Communications [Elsevier BV]
卷期号:581: 110-117 被引量:8
标识
DOI:10.1016/j.bbrc.2021.10.019
摘要

Type 2 diabetes (T2D) is a multifactorial and polygenetic disease, although its exact etiology remains poorly understood. The objective of this study was to identify key biomarkers and potential molecular mechanisms in the development of T2D. Human RNA-Seq datasets across different tissues (GSE18732, GSE41762, and GSE78721) were collected from the Gene Expression Omnibus (GEO) database and differentially expressed genes (DEGs) between T2D and controls were identified using differential analysis. A total of 90 overlapping DEGs were identified, among which YTHDF2, DDX21, and MDM2 were considered as key genes due to their central positions in the PPI network and the same regulatory pattern in T2D. Logistic regression analysis showed that low expression of the key genes increased the risk of T2D. Enrichment analysis revealed that the key genes are involved in various important biological functions and signaling pathways including Notch, Fork head box O (FOXO), and phosphoinositide 3-kinase (PI3K)-Akt. RT-qPCR and Western blot analysis showed that all three key genes were down-regulated in pancreatic islets of both prediabetic and diabetic mouse models. Finally, the insulin-sensitizer, pioglitazone was used to treat db/db mice and immunofluorescence analysis showed that the expression of all three key genes was significantly down-regulated in db/db islets, an effect that was overcome by pioglitazone treatment. Together, these results suggest that the identified key genes could be involved in the development of T2D and serve as potential biomarkers and therapeutic targets for this disease.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
wenaly完成签到,获得积分10
1秒前
2秒前
2秒前
2秒前
风口上的飞猪完成签到,获得积分10
2秒前
汉堡包应助跳跃的大楚采纳,获得30
3秒前
3秒前
3秒前
日月日月完成签到,获得积分10
4秒前
林林发布了新的文献求助20
4秒前
4秒前
深情安青应助OrangeY采纳,获得10
6秒前
6秒前
6秒前
dada完成签到,获得积分10
6秒前
Jasper应助风趣秋白采纳,获得10
6秒前
如意的尔竹完成签到 ,获得积分10
6秒前
CodeCraft应助Ai_niyou采纳,获得20
7秒前
7秒前
年轮发布了新的文献求助10
7秒前
科研通AI6.2应助自由马儿采纳,获得10
8秒前
西米发布了新的文献求助10
8秒前
8秒前
左左柚柚完成签到,获得积分10
9秒前
YMM关闭了YMM文献求助
9秒前
LEGEND完成签到,获得积分10
9秒前
领导范儿应助韩跑跑采纳,获得10
10秒前
11秒前
科研通AI2S应助ani采纳,获得10
12秒前
YinWenjie完成签到,获得积分10
13秒前
Tao完成签到,获得积分10
13秒前
13秒前
yyds发布了新的文献求助10
14秒前
15秒前
吴彦祖发布了新的文献求助10
18秒前
18秒前
ppat5012发布了新的文献求助10
21秒前
21秒前
21秒前
高分求助中
Annie Ernaux: De la perte au corps glorieux 600
Petrology and Plate Tectonics,2025 500
A revision of Limenitis helmanni and its related species (Nymphalidae) from Central and South China 400
Moore's Clinically Oriented Anatomy 10th Edition 400
Direct and Iterative Linear System Solvers 400
Cardiopulmonary Bypass and Mechanical Support: Principles and Practice, Fifth Edition 400
Circular Polar Constellations Providing Continuous Single or Multiple Coverage Above a Specified Latitude 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6772288
求助须知:如何正确求助?哪些是违规求助? 8496736
关于积分的说明 18104443
捐赠科研通 6066653
什么是DOI,文献DOI怎么找? 3014804
邀请新用户注册赠送积分活动 1991606
关于科研通互助平台的介绍 1971651