Qu Jia-Hua, Telljohann Richard, Byshkov Rostislav, Lakatta Edward G
Laboratory of Cardiovascular Science, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD 21224, USA.
Heliyon. 2022 Dec 29;9(1):e12708. doi: 10.1016/j.heliyon.2022.e12708. eCollection 2023 Jan.
Each heartbeat is initiated in the sinoatrial node (SAN), and although a recent study (GSE130710) using single nucleus RNA-seq had discovered different populations of cell types within SAN tissue, the distinct potential functions of these cell types have not been delineated.
To infer some special potential functions of different SAN cell clusters, we applied principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE) and uniform manifold approximation and projection (UMAP) to the GSE130710 dataset to reduce dimensions, followed by Pseudotime trajectory and AUCell analyses, ANOVA and Hurdle statistical models, and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichments to determine functional potential of cell types. Nuclear EdU immuno-labeling of SAN tissue confirmed cell type proliferation.
We identified elements of a coupled clock system known to drive SAN cell pacemaking within the GSE130710 sinus node myocyte cluster, which, surprisingly, manifested signals of suppressed fatty acid and nitrogen metabolism and reduced immune gene expression. Proliferation signaling was enriched in endocardial, epicardial, epithelial cells, and macrophages, in which, fatty acid and nitrogen metabolic signals were also suppressed, but immune signaling was enhanced. EdU labeling was rare in pacemaker cells but was robust in interstitial cells.
Pacemaker cells that initiate each heartbeat manifest suppressed fatty acid and nitrogen metabolism and limited immune signaling and proliferation potential. In contrast, other populations of SAN cells not directly involved in the initiation of heartbeats, manifest robust proliferation and immune potential, likely to ensure an environment required to sustain healthy SAN tissue pacemaker function.
每次心跳都始于窦房结(SAN),尽管最近一项使用单核RNA测序的研究(GSE130710)发现了SAN组织内不同类型的细胞群体,但这些细胞类型独特的潜在功能尚未明确。
为了推断不同SAN细胞簇的一些特殊潜在功能,我们将主成分分析(PCA)、t分布随机邻域嵌入(t-SNE)和均匀流形近似与投影(UMAP)应用于GSE130710数据集以进行降维,随后进行伪时间轨迹和AUCell分析、方差分析和障碍统计模型,以及基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析,以确定细胞类型的功能潜力。SAN组织的核EdU免疫标记证实了细胞类型的增殖。
我们在GSE130710窦房结心肌细胞簇中鉴定出了已知驱动SAN细胞起搏的耦合时钟系统的元件,令人惊讶的是,该元件表现出脂肪酸和氮代谢受抑制以及免疫基因表达降低的信号。增殖信号在内皮细胞、心外膜细胞、上皮细胞和巨噬细胞中富集,其中脂肪酸和氮代谢信号也受到抑制,但免疫信号增强。EdU标记在起搏细胞中很少见,但在间质细胞中很明显。
启动每次心跳的起搏细胞表现出脂肪酸和氮代谢受抑制、免疫信号和增殖潜力有限。相比之下,其他不直接参与心跳启动的SAN细胞群体表现出强大的增殖和免疫潜力,这可能是为了确保维持健康的SAN组织起搏功能所需的环境。