Role of mitochondrial metabolic disorder and immune infiltration in diabetic cardiomyopathy: new insights from bioinformatics analysis

免疫系统 串扰 小桶 炎症 生物 渗透(HVAC) 心肌病 扩张型心肌病 糖尿病性心肌病 发病机制 基因 心力衰竭 癌症研究 生物信息学 转录组 免疫学 基因表达 医学 内科学 遗传学 物理 光学 热力学
作者
Cheng Peng,Yanxiu Zhang,Xueyan Lang,Yao Zhang
出处
期刊:Journal of Translational Medicine [Springer Nature]
卷期号:21 (1) 被引量:13
标识
DOI:10.1186/s12967-023-03928-8
摘要

Diabetic cardiomyopathy (DCM) is one of the common cardiovascular complications of diabetes and a leading cause of death in diabetic patients. Mitochondrial metabolism and immune-inflammation are key for DCM pathogenesis, but their crosstalk in DCM remains an open issue. This study explored the separate roles of mitochondrial metabolism and immune microenvironment and their crosstalk in DCM with bioinformatics.DCM chip data (GSE4745, GSE5606, and GSE6880) were obtained from NCBI GEO, while mitochondrial gene data were downloaded from MitoCarta3.0 database. Differentially expressed genes (DEGs) were screened by GEO2R and processed for GSEA, GO and KEGG pathway analyses. Mitochondria-related DEGs (MitoDEGs) were obtained. A PPI network was constructed, and the hub MitoDEGs closely linked to DCM or heart failure were identified with CytoHubba, MCODE and CTD scores. Transcription factors and target miRNAs of the hub MitoDEGs were predicted with Cytoscape and miRWalk database, respectively, and a regulatory network was established. The immune infiltration pattern in DCM was analyzed with ImmuCellAI, while the relationship between MitoDEGs and immune infiltration abundance was investigated using Spearman method. A rat model of DCM was established to validate the expression of hub MitoDEGs and their relationship with cardiac function.MitoDEGs in DCM were significantly enriched in pathways involved in mitochondrial metabolism, immunoregulation, and collagen synthesis. Nine hub MitoDEGs closely linked to DCM or heart failure were obtained. Immune analysis revealed significantly increased infiltration of B cells while decreased infiltration of DCs in immune microenvironment of DCM. Spearman analysis demonstrated that the hub MitoDEGs were positively associated with the infiltration of pro-inflammatory immune cells, but negatively associated with the infiltration of anti-inflammatory or regulatory immune cells. In the animal experiment, 4 hub MitoDEGs (Pdk4, Hmgcs2, Decr1, and Ivd) showed an expression trend consistent with bioinformatics analysis result. Additionally, the up-regulation of Pdk4, Hmgcs2, Decr1 and the down-regulation of Ivd were distinctly linked to reduced cardiac function.This study unraveled the interaction between mitochondrial metabolism and immune microenvironment in DCM, providing new insights into the research on potential pathogenesis of DCM and the exploration of novel targets for medical interventions.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
烟花应助一群小怪采纳,获得10
刚刚
什么我才是大萌萌应助hyq采纳,获得10
刚刚
小马甲应助huang采纳,获得10
刚刚
大方泥猴桃完成签到,获得积分10
刚刚
1秒前
你好呀应助自然访天采纳,获得10
1秒前
lanshuitai发布了新的文献求助10
2秒前
2秒前
酸化土壤改良应助ljw采纳,获得10
4秒前
nan完成签到,获得积分10
4秒前
4秒前
4秒前
4秒前
5秒前
年轻柚子发布了新的文献求助10
5秒前
6秒前
7秒前
8秒前
英俊的铭应助chen采纳,获得10
9秒前
Yiy发布了新的文献求助10
9秒前
nan发布了新的文献求助10
9秒前
zpbb完成签到,获得积分10
10秒前
Lychee完成签到,获得积分10
10秒前
充电宝应助怡崽采纳,获得10
11秒前
123发布了新的文献求助10
11秒前
Steven发布了新的文献求助10
11秒前
11秒前
12秒前
12秒前
AAAAAAAAAAA发布了新的文献求助10
12秒前
一群小怪发布了新的文献求助10
13秒前
lang发布了新的文献求助10
14秒前
NexusExplorer应助俭朴钢铁侠采纳,获得10
14秒前
15秒前
小马甲应助猪是念着倒采纳,获得10
15秒前
16秒前
杨志坚完成签到 ,获得积分10
16秒前
布鲁biu发布了新的文献求助30
17秒前
fffccclll完成签到,获得积分10
18秒前
18秒前
高分求助中
Manual of Clinical Microbiology, 4 Volume Set (ASM Books) 13th Edition 1000
Sport in der Antike 800
De arte gymnastica. The art of gymnastics 600
Berns Ziesemer - Maos deutscher Topagent: Wie China die Bundesrepublik eroberte 500
Stephen R. Mackinnon - Chen Hansheng: China’s Last Romantic Revolutionary (2023) 500
Sport in der Antike Hardcover – March 1, 2015 500
Boris Pesce - Gli impiegati della Fiat dal 1955 al 1999 un percorso nella memoria 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2421278
求助须知:如何正确求助?哪些是违规求助? 2111188
关于积分的说明 5343444
捐赠科研通 1838625
什么是DOI,文献DOI怎么找? 915359
版权声明 561171
科研通“疑难数据库(出版商)”最低求助积分说明 489514