Identification of key mitochondria-related genes and their relevance to the immune system linking Parkinson's disease and primary Sjögren's syndrome through integrated bioinformatics analyses

转录组 线粒体 免疫系统 计算生物学 基因 抗原 基因表达 线粒体DNA 抗原呈递 免疫学 生物 T细胞 遗传学
作者
Yuan Zong,Yi Yang,Jiawen Zhao,Lei Li,Danyang Luo,Jiawei Hu,Yiming Gao,Xianfei Xie,Linhui Shen,Sheng Chen,Ning Li,Liting Jiang
出处
期刊:Computers in Biology and Medicine [Elsevier BV]
卷期号:175: 108511-108511 被引量:10
标识
DOI:10.1016/j.compbiomed.2024.108511
摘要

BACKGROUND: Mitochondria are the metabolic hubs of cells, regulating energy production and antigen presentation, which are essential for activation, proliferation, and function of immune cells. Recent evidence indicates that mitochondrial antigen presentation may have an impact on diseases such as Parkinson's disease (PD) and autoimmune diseases. However, there is limited knowledge about the mechanisms that regulate the presentation of mitochondrial antigens in these diseases. METHODS: In the current study, RNA sequencing was performed on labial minor salivary gland (LSG) from 25 patients with primary Sjögren's syndrome (pSS) and 14 non-pSS aged controls. Additionally, we obtained gene expression omnibus datasets associated with PD patients from NCBI Gene Expression Omnibus (GEO) databases. Single-sample Gene Set Enrichment Analysis (ssGSEA), ESTIMATE and Spearman correlations were conducted to explore the association between mitochondrial related genes and the immune system. Furthermore, we applied weighted Gene Co-expression Network Analysis (WGCNA) to identify hub mitochondria-related genes and investigate the correlated networks in both diseases. Single cell transcriptome analysis, immunohistochemical (IHC) staining and quantitative real-time PCR (qRT-PCR) were used to verify the activation of the hub mitochondria-related pathway. Pearson correlations and the CIBERSORT algorithms were employed to further reveal the correlation between hub mitochondria-related pathways and immune infiltration. RESULTS: The transcriptome analysis revealed the presence of overlapping mitochondria-related genes and mitochondrial DNA damage in patients with pSS and PD. Reactive oxygen species (ROS), the senescence marker p53, and the inflammatory markers CD45 and Bcl-2 were found to be regionally distributed in LSGs of pSS patients. WGCNA analysis identified the STING pathway as the central mitochondria-related pathway closely associated with the immune system. Single cell analysis, IHC staining, and qRT-PCR confirmed the activation of the STING pathway. Subsequent, bioinformatic analysis revealed the proportion of infiltrating immune cells in the STING-high and STING-low groups of pSS and PD. Furthermore, the study demonstrated the association of the STING pathway with innate and adaptive immune cells, as well as functional cells, in the immune microenvironment of PD and pSS. CONCLUSION: Our study uncovered a central pathway that connects mitochondrial dysfunction and the immune microenvironment in PD and pSS, potentially offering valuable insights into therapeutic targets for these conditions.
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
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
xubcay完成签到,获得积分10
刚刚
mksw完成签到 ,获得积分10
刚刚
张章完成签到,获得积分10
1秒前
SciGPT应助乐观孤风采纳,获得10
1秒前
biang完成签到,获得积分10
1秒前
Ljr123发布了新的文献求助10
1秒前
2秒前
竹攸.完成签到,获得积分10
2秒前
大红完成签到,获得积分10
2秒前
3秒前
奥沙利楠发布了新的文献求助10
4秒前
上官若男应助JWZhang采纳,获得10
4秒前
mxs完成签到,获得积分10
4秒前
zhouzhou完成签到,获得积分10
4秒前
4秒前
4秒前
空空完成签到,获得积分10
4秒前
静静完成签到,获得积分10
5秒前
108完成签到,获得积分10
5秒前
haozi完成签到,获得积分0
5秒前
spw完成签到,获得积分10
5秒前
orixero应助foceman采纳,获得10
6秒前
从容谷菱完成签到 ,获得积分10
6秒前
Frankyu完成签到,获得积分10
6秒前
苗条梨愁完成签到,获得积分10
6秒前
深情安青应助朱奕韬采纳,获得10
6秒前
SLYXY发布了新的文献求助50
7秒前
exquisite完成签到,获得积分10
7秒前
Wdd完成签到,获得积分10
7秒前
文具盒完成签到,获得积分10
8秒前
马户的崛起完成签到,获得积分10
8秒前
在水一方应助友好奇异果采纳,获得10
8秒前
小天完成签到,获得积分10
8秒前
hu发布了新的文献求助10
8秒前
端庄的小翠完成签到,获得积分10
9秒前
Alice完成签到,获得积分10
9秒前
幽默的尔蓝完成签到,获得积分10
9秒前
9秒前
YanFeiy发布了新的文献求助10
9秒前
10秒前
高分求助中
Principles of Economics, 11th Edition 10000
Prescott's Microbiology: 2026 Release ISE 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Environmental Leverage in Times of Climate Crisis: Product Standards, Carbon Border Measures and Preferential Trade Agreements 1000
Erwählung und Berufung bei Paulus: Bedeutung, Entwicklung und Funktion einer Vorstellung in ihrem frühjüdischen und griechisch-römischen Kontext 850
Matrix Methods in Data Mining and Pattern Recognition 510
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 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7205396
求助须知:如何正确求助?哪些是违规求助? 8839065
关于积分的说明 18653390
捐赠科研通 6853219
什么是DOI,文献DOI怎么找? 3180575
关于科研通互助平台的介绍 2339301
邀请新用户注册赠送积分活动 2154993