首页|基于生物信息学分析ApoE-ε4-/+阿尔茨海默病Braak分级的差异基因及其潜在治疗靶点

基于生物信息学分析ApoE-ε4-/+阿尔茨海默病Braak分级的差异基因及其潜在治疗靶点

Differential genes and potential therapeutic targets of ApoE-ε4-/+Alzheimer's disease Braak grading based on bioinformatics analysis

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目的 比较载脂蛋白E(ApoE)-ε4阳性与ApoE-ε4阴性的阿尔茨海默病(AD)患者在braak不同阶段的差异表达特征,筛选ApoE-ε4+AD的治疗靶点.方法 从基因表达综合数据库(GEO)下载数据集GSE29652,利用R语言比较分析基因表达情况,筛选差异表达基因(DEGs);利用STRING数据库和Cyto-scape软件进行蛋白互作网络分析及关键靶基因的筛查;利用基因本体功能注释(GO)和京都基因与基因组百科全书通路富集分析(KEGG)差异表达基因进行功能富集及通路分析.结果 AD患者Braak Ⅰ~Ⅱ阶段筛选出ApoE-ε4阴性与ApoE-ε4阳性相关的差异表达基因共1417个,基于多种算法得到6个关键靶基因,分别为 TNF、IL17A、CD8A、IL7R、TLR2、IL18;其中 IL7R 显著下调(P<0.05),TLR2 和 CD8A 显著上调(P<0.05);GO和KEGG分析显示3个靶基因主要富集在淋巴细胞介导的免疫、细胞膜传递、NAD+核苷酶活性等,涉及原发性免疫缺陷、抗原处理和呈递、PI3K-Akt等信号通路.Braak Ⅲ~Ⅳ阶段筛选出ApoE-ε4阴性与ApoE-ε4阳性的差异表达基因共1 050个,基于多种算法得到5个关键靶基因,分别为IGF1、LEP、PTGS2、INS、PTPN11;其中,PTPN11呈上调趋势(P<0.05);GO和KEGG分析显示其功能富集主要为ERK1和ERK2级联、肽基酪氨酸磷酸化、激素分泌的调节、蛋白酪氨酸激酶和激素受体结合等方面,涉及JAK-STAT和Ras信号通路.Braak Ⅴ~Ⅵ阶段,筛选出ApoE-ε4阴性与ApoE-ε4阳性相关的差异表达基因共364个,基于Degree算法得到12个关键靶基因,其中RAC1显著下调(P<0.05),MYH6显著上调(P<0.05);GO和KEGG分析显示2个靶基因主要富集在肌动蛋白丝聚合、钙调素结合等,涉及细胞凋亡等信号通路.结论 AD早期阶段,ApoE-ε4可能与调控TLR2、IL7R和CD8A基因促进早期炎症有关;中期阶段,ApoE-ε4可导致PTPN11基因依赖的激素功能失调加速AD病理;AD晚期阶段,ApoE-ε4可能与RAC1和MYH6对钙离子调控密切相关.
Objective To compare the differential genes in different stages of Braak between apolipoprotein E(ApoE)-ε4 positive and ApoE-ε4 negative Alzheimer's disease(AD)patients.To provide important targets for blocking the pathological progression of AD patients carrying ApoE-ε4.Methods Download the dataset GSE29652 from the Gene Expression Integrated Database(GEO)and use R language to identify differentially expressed genes(DEGs).Using STRING database and Cytoscape software for protein interaction network a-nalysis and screening of key target genes.Perform functional enrichment and pathway analysis of key target genes using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes.Results A total of one thousand four hundred and seventeen differentially expressed genes related to ApoE-ε4 negative and ApoE-ε4 positive were screened for Braak Ⅰ-Ⅱ stage in AD patients.Six key target genes were obtained based on multiple al-gorithms:TNF、IL17A、CD8A、IL7R、TLR2、IL18.Among them,IL7R was significantly down regulated(P<0.05),TLR2 and CD8A were significantly upregulated(P<0.05).GO and KEGG analysis showed that the three target genes were mainly enriched in lymphocyte-mediated immunity,cell membrane transmis-sion,NAD+nucleosidase activity,and involved signaling pathways such as primary immunodeficiency,anti-gen processing and presentation,and PI3K-Akt signal pathway,and so on.During the Braak Ⅲ-Ⅳ stage,one thousand and fifty differentially expressed genes were screened for ApoE-ε4 negative and ApoE-ε4 posi-tive,and five key target genes were obtained based on multiple algorithms:IGF1、LEP、PTGS2、INS and PT-PN11.Among them,PTPN11 was significantly upregulated(P<0.05).GO and KEGG analysis showed that its functional enrichment is mainly related to the ERK1 and ERK2 cascade,peptidyl-tyrosine phosphoryl-ation,regulation of hormone secretion,protein tyrosine kinase and hormone receptor binding,involving the JAK-STAT and Ras signaling pathways.In the Braak Ⅴ-Ⅵ stage,a total of three hundred and sixty-four dif-ferentially expressed genes related to ApoE-ε4 negative and ApoE-ε4 positive were screened.Based on the De-gree algorithm,twelve key target genes were obtained,among which RAC1 was significantly downregulated(P<0.05)and MYH6 was significantly upregulated(P<0.05).GO and KEGG analysis showed that the two target genes were mainly enriched in actin filament polymerization and calmodulin binding,involving sig-naling pathways such as cell apoptosis.Conclusion In the early stages,ApoE-ε4 mainly promotes early in-flammation by regulating TLR2、IL7R and CD8A genes.In the mid-term stage,ApoE-ε4 can lead to hormone dysfunction dependent on PTPN11 gene and accelerate AD pathology.In the late stage of AD,ApoE-ε4 may be closely related to the regulation of calcium ions by RAC1 and MYH6.

Alzheimer's diseaseApolipoprotein E4Braak stageBioinformatic

刘惠宇、高福佳、王瑞敏

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063210 河北省唐山市,华北理工大学公共卫生学院神经生物学研究所

国家科技部老年医学国际科技合作基地

唐山市痴呆与认知障碍重点实验室

阿尔茨海默病 载脂蛋白E4 Braak分级 生物信息学

国家自然科学基金河北省高等学校科学技术研究项目

81671223ZD2021087

2024

中国煤炭工业医学杂志
河北联合大学

中国煤炭工业医学杂志

CSTPCD
影响因子:0.692
ISSN:1007-9564
年,卷(期):2024.27(3)