Expression of Immune Related Genes and Possible Regulatory Mechanisms in Alzheimer’s Disease

免疫系统 小桶 生物 外周血单个核细胞 CD8型 免疫学 车站3 小胶质细胞 转录组 基因 炎症 癌症研究 基因表达 细胞生物学 信号转导 遗传学 体外
作者
Yanjun Lu,Ke Li,Yu Hu,Xiong Wang
出处
期刊:Frontiers in Immunology [Frontiers Media]
卷期号:12 被引量:41
标识
DOI:10.3389/fimmu.2021.768966
摘要

Immune infiltration of peripheral natural killer (NK) cells in the brain has been observed in Alzheimer’s disease (AD). Immunity-related genes (IRGs) play an essential role in immune infiltration; however, the expression of IRGs and possible regulatory mechanisms involved in AD remain unclear. The peripheral blood mononuclear cells (PBMCs) single-cell RNA (scRNA) sequencing data from patients with AD were analyzed and PBMCs obtained from the ImmPort database were screened for cluster marker genes. IRG activity was calculated using the AUCell package. A bulk sequencing dataset of AD brain tissues was analyzed to explore common IRGs between PBMCs and the brain. Relevant regulatory transcription factors (TFs) were identified from the Human TFDB database. The protein-protein interaction network of key TFs were generated using the STRING database. Eight clusters were identified, including memory CD4 T, NKT, NK, B, DC, CD8 T cells, and platelets. NK cells were significantly decreased in patients with AD, while CD4 T cells were increased. NK and DC cells exhibited the highest IRG activity. GO and KEGG analyses of the scRNA and bulk sequencing data showed that the DEGs focused on the immune response. Seventy common IRGs were found in both peripheral NK cells and the brain. Seventeen TFs were associated with IRG expression, and the PPI network indicated that STAT3, IRF1, and REL were the hub TFs. In conclusion, we propose that peripheral NK cells may infiltrate the brain and contribute to neuroinflammatory changes in AD through bioinformatic analysis of scRNA and bulk sequencing data. Moreover, STAT3 may be involved in the transcriptional regulation of IRGs in NK cells.

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
刚刚
刚刚
1秒前
山色青发布了新的文献求助10
1秒前
dd发布了新的文献求助10
1秒前
不怕热的雪糕完成签到,获得积分10
2秒前
尊敬兔子完成签到,获得积分10
3秒前
MOMO发布了新的文献求助10
3秒前
3秒前
4秒前
4秒前
ocean完成签到,获得积分10
4秒前
斯文败类应助阳菲采纳,获得10
5秒前
5秒前
5秒前
5秒前
可颂歌完成签到,获得积分10
5秒前
5秒前
我爱物理发布了新的文献求助10
6秒前
6秒前
6秒前
wei发布了新的文献求助10
6秒前
7秒前
8秒前
李健应助蜂蜜柚子采纳,获得10
8秒前
8秒前
chandangfo应助springwyc采纳,获得30
9秒前
霸气秀发布了新的文献求助10
9秒前
11秒前
万能图书馆应助可颂歌采纳,获得10
11秒前
11秒前
Owen应助科研通管家采纳,获得10
11秒前
11秒前
小二郎应助科研通管家采纳,获得10
11秒前
田様应助科研通管家采纳,获得10
11秒前
顾矜应助科研通管家采纳,获得10
11秒前
xu应助科研通管家采纳,获得10
11秒前
11秒前
数据女工应助科研通管家采纳,获得10
11秒前
所所应助科研通管家采纳,获得10
11秒前
高分求助中
(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
Les Mantodea de Guyane Insecta, Polyneoptera 2000
Leading Academic-Practice Partnerships in Nursing and Healthcare: A Paradigm for Change 800
基于非线性光纤环形镜的全保偏锁模激光器研究-上海科技大学 800
Pulse width control of a 3-phase inverter with non sinusoidal phase voltages 777
Signals, Systems, and Signal Processing 610
Research Methods for Business: A Skill Building Approach, 9th Edition 500
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 6409356
求助须知:如何正确求助?哪些是违规求助? 8228540
关于积分的说明 17457312
捐赠科研通 5462304
什么是DOI,文献DOI怎么找? 2886340
邀请新用户注册赠送积分活动 1862745
关于科研通互助平台的介绍 1702227