首页|单细胞测序揭示B细胞在慢阻肺病中作用机制的研究

单细胞测序揭示B细胞在慢阻肺病中作用机制的研究

Single-cell sequencing reveals the pathogenesis of B cell abnormalities in chronic obstructive pulmonary disease

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目的 基于单细胞测序数据及蛋白质相互作用分析探究B细胞在慢阻肺病(chronic obstructive pulmonary disease,COPD)发病机制中的可能作用.方法 在基因表达综合数据库(gene expression omnibus,GEO)中获取COPD和类风湿关节炎(rheumatoid arthritis,RA)模型小鼠外周血的单细胞测序数据,通过降维聚类及人工注释的方法筛选出B细胞,采用R软件以差异倍数(fold change,FC)≥1.2 且P<0.05 为条件筛选差异基因,比对COPD和RA模型小鼠数据获得共同差异基因,形成蛋白通路,并利用基因本体论(gene ontology,GO)、京都基因与基因组百科全书(Kyoto encyclopedia of genes and genomes,KEGG)和蛋白质互作网络分析对人类COPD肺组织单细胞测序数据进行验证.结果 COPD模型小鼠的B细胞单细胞测序结果显示,与RA模型小鼠B细胞数据共同的差异基因为Cd74(log2 FC=0.26,P<0.001)、Ctla2a(log2 FC=-0.33,P<0.001)、H2-Ab1(log2 FC=0.33,P<0.001)、H2-Aa(log2 FC=0.36,P<0.001)、Rpl14(log2 FC=0.28,P<0.001)、Akap12(log2 FC=-0.58,P<0.001)、H2-Eb1(log2 FC=0.42,P<0.001)、Bcl2(log2 FC=0.29,P<0.001),所形成的蛋白通路涉及MHCⅡ类分子介导的抗原加工和呈递、自身免疫、淋巴细胞活化等.上述差异基因在人类COPD肺组织单细胞测序数据中也表现出趋势相同的差异表达,形成类似蛋白通路,其中Cd74、H2-Aa、H2-Eb1、Bcl2 分别对应人类同源基因 CD74(log2 FC=0.80,P<0.001)、HLA-DQA1(log2 FC=0.84,P<0.001)、HLA-DRB1(log2 FC=0.49,P<0.001)、BCL2(log2 FC=0.40,P=0.034).且与对照组相比,人类COPD肺组织数据中B细胞的占比明显增高.结论 B细胞过度增殖/活化及B细胞抗原提呈作用增强可能导致自身免疫应答,进而参与COPD的发生、发展,并导致肺组织不可逆性的损伤.
Objective To explore the potential pathogenesis of B cells abnormalities in chronic obstructive pulmonary dis-ease(COPD)via analyzing protein-protein interaction(PPI)from single-cell sequencing data.Methods The single-cell sequencing data of peripheral blood mononuclear cells(PBMC)in COPD and rheumatoid arthritis(RA)mice were ob-tained from the Gene Expression Omnibus(GEO)database.The algorithm for dimensionality reduction clustering was used to screened B cells from different clusters with artificial annotation.R Studio was employed to obtain the differential expres-sion genes(DEGs)according to the fold change≥1.2 and P<0.05.The PPI pathways were conducted using the common DEGs between COPD and RA mice.The single-cell sequencing data of human COPD lung tissue were further used for verifying the screened DEGs and PPI pathways from mice.The common DEGs between mice and humans were enriched analyzed by Gene Ontology(GO),Kyoto Encyclopedia of Genes and Ge-nomes(KEGG)and PPI network.Results The common DEGs of B cells between COPD and RA mice were Cd74(log2 FC=0.26,P<0.001),Ctla2a(log2 FC=-0.33,P<0.001),H2-Ab1(log2 FC=0.33,P<0.001),H2-Aa(log2 FC=0.36,P<0.001),Rpl14(log2 FC=0.28,P<0.001),Akap12(log2 FC=-0.58,P<0.001),H2-Eb1(log2 FC=0.42,P<0.001),Bcl2(log2 FC=0.29,P<0.001).The PPI pathways included MHC class Ⅱ molecule-mediated antigen processing and presentation,autoimmune,and lymphocyte activation,respectively.The results were similar in the single-cell sequencing data of human COPD lung tissue,such as the DEGs of CD74(log2 FC=0.80,P<0.001),HLA-DQA1(log2 FC=0.84,P<0.001),HLA-DRB1(log2 FC=0.49,P<0.001)and BCL2(log2 FC=0.40,P=0.034).Compared with the control samples,the proportion of B cells in the human COPD lung tissue was significantly in-creased.Conclusion The enhanced functions of proliferation,activation and antigen presentation in B cells contribute to autoimmune responses,thus leading to the pathogenesis of COPD and irreversible damage of lung tissue.

Chronic obstructive pulmonary diseaseB-lymphocytesAutoimmunityLung injurySingle-cell gene expres-sion analysis

赵晗、李琴、段荦、夏彦祺、李子寅、王炜、袁慧慧、孙英

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首都医科大学基础医学院免疫学系,北京 100069

首都医科大学燕京医学院检验学学系,北京 101300

慢阻肺病 B淋巴细胞 自身免疫 肺损伤 单细胞基因表达分析

北京市教育委员会科学研究计划资助项目北京市自然科学基金资助项目北京市自然科学基金资助项目

KM20211002503172420027212001

2024

微生物学免疫学进展
中华预防医学会 兰州生物制品研究所

微生物学免疫学进展

CSTPCD
影响因子:0.5
ISSN:1005-5673
年,卷(期):2024.52(3)