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单细胞RNA测序分析确定了再生猪心脏中一个增殖的内皮细胞亚群和另一个经历内皮-间充质转化的亚群。

Single-cell RNA sequencing analysis identifies one subpopulation of endothelial cells that proliferates and another that undergoes the endothelial-mesenchymal transition in regenerating pig hearts.

作者信息

Nguyen Thanh Minh, Geng Xiaoxiao, Wei Yuhua, Ye Lei, Garry Daniel J, Zhang Jianyi

机构信息

Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, AL, United States.

Department of Medicine, School of Medicine, University of Minnesota, Minneapolis, MN, United States.

出版信息

Front Bioeng Biotechnol. 2024 Jan 15;11:1257669. doi: 10.3389/fbioe.2023.1257669. eCollection 2023.

DOI:10.3389/fbioe.2023.1257669
PMID:38288246
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10823534/
Abstract

In our previous work, we demonstrated that when newborn pigs undergo apical resection (AR) on postnatal day 1 (P1), the animals' hearts were completely recover from a myocardial infarction (MI) that occurs on postnatal day 28 (P28); single-nucleus RNA sequencing (snRNAseq) data suggested that this recovery was achieved by regeneration of pig cardiomyocyte subpopulations in response to MI. However, coronary vasculature also has a key role in promoting cardiac repair. Thus, in this report, we used autoencoder algorithms to analyze snRNAseq data from endothelial cells (ECs) in the hearts of the same animals. Our results identified five EC clusters, three composed of vascular ECs (VEC1-3) and two containing lymphatic ECs (LEC1-2). Cells from VEC1 expressed elevated levels of each of five cell-cyclespecific markers (Aurora Kinase B [AURKB], Marker of Proliferation Ki-67 [MKI67], Inner Centromere Protein [INCENP], Survivin [BIRC5], and Borealin [CDCA8]), as well as a number of transcription factors that promote EC proliferation, while (VEC3 was enriched for genes that regulate intercellular junctions, participate in transforming growth factor β (TGFβ), bone morphogenic protein (BMP) signaling, and promote the endothelial mesenchymal transition (EndMT). The remaining VEC2 did not appear to participate directly in the angiogenic response to MI, but trajectory analyses indicated that it may serve as a reservoir for the generation of VEC1 and VEC3 ECs in response to MI. Notably, only the VEC3 cluster was more populous in regenerating (i.e., ARMI) than non-regenerating (i.e., MI) hearts during the 1-week period after MI induction, which suggests that further investigation of the VEC3 cluster could identify new targets for improving myocardial recovery after MI. Histological analysis of KI67 and EndMT marker PDGFRA demonstrated that while the expression of proliferation of endothelial cells was not significantly different, expression of EndMT markers was significantly higher among endothelial cells of ARMI hearts compared to MI hearts, which were consistent with snRNAseq analysis of clusters VEC1 and VEC3. Furthermore, upregulated secrete genes by VEC3 may promote cardiomyocyte proliferation via the Pi3k-Akt and ERBB signaling pathways, which directly contribute to cardiac muscle regeneration. In regenerative heart, endothelial cells may express EndMT markers, and this process could contribute to regeneration via a endothelial-cardiomyocyte crosstalk that supports cardiomyocyte proliferation.

摘要

在我们之前的研究中,我们证明,新生仔猪在出生后第1天(P1)接受心尖切除术(AR)后,其心脏能够从出生后第28天(P28)发生的心肌梗死(MI)中完全恢复;单核RNA测序(snRNAseq)数据表明,这种恢复是通过猪心肌细胞亚群响应MI后的再生实现的。然而,冠状血管系统在促进心脏修复中也起着关键作用。因此,在本报告中,我们使用自动编码器算法分析了来自同一动物心脏内皮细胞(ECs)的snRNAseq数据。我们的结果识别出五个EC簇,其中三个由血管内皮细胞(VEC1-3)组成,两个包含淋巴管内皮细胞(LEC1-2)。来自VEC1的细胞表达五种细胞周期特异性标志物(极光激酶B [AURKB]、增殖标志物Ki-67 [MKI67]、内着丝粒蛋白 [INCENP]、生存素 [BIRC5] 和Borealin [CDCA8])中的每一种的水平升高,以及一些促进EC增殖的转录因子,而VEC3富含调节细胞间连接、参与转化生长因子β(TGFβ)、骨形态发生蛋白(BMP)信号传导并促进内皮-间充质转化(EndMT)的基因。其余的VEC2似乎没有直接参与对MI的血管生成反应,但轨迹分析表明,它可能作为响应MI生成VEC1和VEC3 ECs的储备库。值得注意的是,在MI诱导后的1周内,只有VEC3簇在再生(即ARMI)心脏中比非再生(即MI)心脏中数量更多,这表明对VEC3簇的进一步研究可能会确定改善MI后心肌恢复的新靶点。对KI67和EndMT标志物血小板衍生生长因子受体A(PDGFRA)的组织学分析表明,虽然内皮细胞增殖的表达没有显著差异,但与MI心脏相比,ARMI心脏内皮细胞中EndMT标志物的表达显著更高,这与对VEC1和VEC3簇的snRNAseq分析一致。此外,VEC3上调的分泌基因可能通过Pi3k-Akt和ERBB信号通路促进心肌细胞增殖,这直接有助于心肌再生。在再生心脏中,内皮细胞可能表达EndMT标志物,并且这个过程可能通过支持心肌细胞增殖的内皮-心肌细胞串扰促进再生。

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Cytotechnology. 2025 Feb;77(1):32. doi: 10.1007/s10616-024-00697-0. Epub 2024 Dec 31.
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