Identifying crucial biomarkers in peripheral blood of schizophrenia and screening therapeutic agents by comprehensive bioinformatics analysis

生物 小RNA IRF7 E2F1 关贸总协定 计算生物学 转录组 生物信息学 转录因子 基因表达 基因 遗传学
作者
Mengtong Xie,Zhijun Li,Xinwei Li,Lizhe Ai,Mengdi Jin,Ningning Jia,Yuqing Yang,Weizhen Li,Fengyu Xue,Min Zhang,Qiong Yu
出处
期刊:Journal of Psychiatric Research [Elsevier]
卷期号:152: 86-96 被引量:37
标识
DOI:10.1016/j.jpsychires.2022.06.007
摘要

Schizophrenia (SCZ) is a sophisticated neurodevelopmental disorder, but the mechanisms remain ambiguous. Thus, we analyzed the transcriptomic datasets to investigate the molecular mechanisms of SCZ to pinpoint novel biomarkers and suggest treatment agents. Four peripheral blood datasets were retrieved from the Gene Expression Omnibus (GEO) database, altogether 27 robust Differentially Expressed Genes (DEGs) were ascertained by robust rank aggregation (RRA) methodology. Enrichment analysis, which performed by Enrichr platform, demonstrated that DEGs are predominantly engaged in immune and inflammatory. Protein-protein interaction (PPI) network was constructed by STRING then visualized by Cytoscape. Hub genes identified by cytohubba plug-in were CXCL2, TLR9, SLPI, LY96, G0S2, EGR2, SELENBP1, NDUFA4, GNLY, CCL22. CIBERSORT algorithm was applied to evaluate the situation of immune infiltration, which revealed differences in T-cell CD8, T-cell CD4 memory resting and macrophage M0. The NetworkAnalyst platform was adopted to detect transcription factors (TFs), microRNAs (miRNAs), diseases and chemicals that interact with DEGs, while drugs interacted with DEGs were detected by Enrichr. TFs such as FOXC1, GATA2, NFIC, USF2, E2F1, miRNAs like mir-16-5p, mir-1-3p, mir-124-3p, mir-155-5p, mir-27a-3p are essential in the regulation of DEGs. mir-367-SMAD7-EGR1, mir-367-SMAD7-ARNT, mir-21-SMAD7-EGR1 may be promising biomarkers for SCZ. DEGs were intimately associated with Myocardial Ischemia, Inflammation, Reperfusion Injury. Chemicals such as VPA, cyclosporine, Aflatoxin B1, arsenic trioxide, drugs like diphenylpyraline, trimethoprim, 4-Aminobenzohydrazide, lanatoside C, may have significant implications for treatment of SCZ. These results would shed light on the molecular mechanisms of SCZ and suggest promising diagnostic biomarkers in peripheral blood and therapeutic tactics.
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
PDF的下载单位、IP信息已删除 (2025-6-4)

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
酷波er应助甜甜醉香采纳,获得10
3秒前
所所应助刘国建郭菱香采纳,获得10
4秒前
完美世界应助naturehome采纳,获得10
4秒前
Sledge完成签到,获得积分10
4秒前
和谐诗双发布了新的文献求助10
4秒前
L_Zoe_D02发布了新的文献求助10
5秒前
YY发布了新的文献求助10
5秒前
6秒前
krinnme完成签到,获得积分20
7秒前
呗呗兔关注了科研通微信公众号
7秒前
一味地丶逞强完成签到,获得积分10
8秒前
8秒前
松111发布了新的文献求助10
9秒前
9秒前
123发布了新的文献求助10
10秒前
Alioth完成签到,获得积分10
10秒前
柚一发布了新的文献求助10
12秒前
依依发布了新的文献求助10
13秒前
浮游应助科研通管家采纳,获得10
13秒前
Hello应助科研通管家采纳,获得10
14秒前
NexusExplorer应助科研通管家采纳,获得10
14秒前
14秒前
JamesPei应助科研通管家采纳,获得10
14秒前
orixero应助科研通管家采纳,获得10
14秒前
隐形曼青应助科研通管家采纳,获得10
14秒前
Raven应助科研通管家采纳,获得10
14秒前
CipherSage应助科研通管家采纳,获得10
14秒前
浮游应助科研通管家采纳,获得10
14秒前
Owen应助科研通管家采纳,获得10
14秒前
研友_VZG7GZ应助科研通管家采纳,获得10
14秒前
14秒前
14秒前
14秒前
14秒前
小铭同学完成签到,获得积分10
15秒前
16秒前
17秒前
19秒前
一笑而过完成签到 ,获得积分10
19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
HIGH DYNAMIC RANGE CMOS IMAGE SENSORS FOR LOW LIGHT APPLICATIONS 1500
Constitutional and Administrative Law 1000
The Social Work Ethics Casebook: Cases and Commentary (revised 2nd ed.). Frederic G. Reamer 800
Corrosion and corrosion control 500
Die Fliegen der Palaearktischen Region. Familie 64 g: Larvaevorinae (Tachininae). 1975 500
The Experimental Biology of Bryophytes 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5373754
求助须知:如何正确求助?哪些是违规求助? 4499770
关于积分的说明 14007232
捐赠科研通 4406707
什么是DOI,文献DOI怎么找? 2420672
邀请新用户注册赠送积分活动 1413421
关于科研通互助平台的介绍 1389992