单核转录组学揭示心肌病亚型特异性细胞和分子特征OA
Single-nucleus transcriptomics reveals subtypes-specific cellular and molecular features of cardiomyopathy
目的 阐明肥厚型心肌病(HCM)、扩张型心肌病(DCM)和致心律失常性心肌病(ACM)在细胞组成、转录特征及细胞间相互作用的特异性分子机制.方法 整合公共的人心脏组织单核转录组数据,其中 DCM、HCM 及非心衰对照样本来源于 Single Cell Portal 数 据 库,ACM 样本来源于 European Genome-phenome Archive 数据库.通过数据质控、批次校正、聚类注释、差异表达与通路富集分析、细胞通讯分析及空间转录组验证,系统解析不同心肌病亚型的细胞组成及分子特征.结果 在细胞比例方面,HCM、DCM和ACM三种心肌病心脏组织均表现为心肌细胞减少、成纤维细胞和平滑肌细胞增多,其中 DCM 变化最为显著;不同亚型间也存在差异,HCM 和 DCM 内皮细胞增加,而 ACM减少;HCM 周细胞显著减少,而 ACM 则表现为周细胞和神经元增多.在分子通路特征层面,HCM 激活 PI3K-AKT-mTOR 通 路,DCM 血管生成通路活性增强,ACM 氧化磷酸化活性显著升高.在关键细胞亚群方面,HCM 中 Endothelial_c0-PIK3R3 和 Fibroblast_c0-POSTN 亚 群 富 集;DCM 中 Myeloid_c0-C20orf194 及 Fibroblast_c0-POSTN 增 加;ACM 中Cardiomyocyte_c2-CDIN1、Pericyte_c1-LOC644135 等特异性升高.HCM 中 Endothelial_c0-PIK3R3 以及 DCM 中 Fibroblast_c0-POSTN 关键通路活性在空间转录组中得到验证.结论 本研究系统揭示了心肌病亚型的特异性细胞组成及分子功能特征,为理解 HCM、DCM 和ACM 的病理机制提供了新的单核转录组层面证据,并为心肌病的精准诊断和治疗策略奠定了基础.
Objective To clarify the subtype-specific molecular mechanisms of hypertrophic cardiomyopathy(HCM),dilated cardiomyopathy(DCM),and arrhythmogenic cardiomyopathy(ACM)in terms of cellular composition,transcriptional features,and intercellular interactions.Methods The single-nucleus RNA sequencing(snRNA-seq)data from publicly available human heart tissue samples were integrated.Among them,HCM,DCM,and non-heart failure control samples were obtained from the Single Cell Portal database,whereas ACM samples were obtained from the European Genome-phenome Archive database.Data quality control,batch correction,clustering and annotation,differential expression and pathway enrichment analyses,cell-cell communication analysis,and spatial transcriptomics validation were performed to systematically characterize the cellular composition and molecular features of different cardiomyopathy subtypes.Results At the cellular composition level,all three cardiomyopathy subtypes exhibited reduced cardiomyocytes along with increased fibroblasts and smooth muscle cells,with the most pronounced changes observed in DCM.Subtype-specific differences were also evident:endothelial cells were increased in HCM and DCM but decreased in ACM;pericytes were markedly reduced in HCM,whereas both pericytes and neuronal cells were increased in ACM.At the molecular pathway level,HCM showed activation of the PI3K-AKT-mTOR pathway;DCM exhibited enhanced angiogenesis signaling;and ACM displayed significantly upregulated oxidative phosphorylation.Regarding key cellular subpopulations,HCM was enriched for Endothelial_c0-PIK3R3 and Fibroblast_c0-POSTN subsets;DCM showed increases in Myeloid_c0-C20orf194 and Fibroblast_c0-POSTN;while ACM was characterized by elevated Cardiomyocyte_c2-CDIN1,and Pericyte_c1-LOC644135 subsets.Furthermore,the pathway activities of Endothelial_c0-PIK3R3 in HCM and Fibroblast_c0-POSTN in DCM were validated using spatial transcriptomics.Conclusion This study systematically delineates subtype-specific cellular compositions and molecular functional features of cardiomyopathies,providing novel single-nucleus transcriptomic evidence for understanding the pathological mechanisms of HCM,DCM and ACM,and laying a foundation for precision diagnosis and therapeutic strategies for cardiomyopathies.
句英娇;姚静怡;张松;闵力
首都医科大学附属北京友谊医院北京市临床医学研究所中心实验室(北京 101300)首都医科大学附属北京友谊医院北京市临床医学研究所中心实验室(北京 101300)首都医科大学附属北京友谊医院北京市临床医学研究所中心实验室(北京 101300)首都医科大学附属北京友谊医院北京市临床医学研究所中心实验室(北京 101300)||首都医科大学附属北京友谊医院消化健康全国重点实验室/消化系统疾病国家临床医学研究中心(北京 100050)
医药卫生
心肌病肥厚型心肌病扩张型心肌病致心律失常型心肌病单核RNA测序技术
CardiomyopathyHypertrophic cardiomyopathyDilated cardiomyopathyArrhythmogenic cardiomyopathySingle-nucleus RNA sequencing
《医学新知》 2026 (4)
438-447,中插12,11
首都医科大学附属北京友谊医院种子计划(YYZZ202346)
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