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通过单细胞 RNA 测序鉴定的性别特异性近曲小管细胞分化途径。

Sex-specific proximal tubular cell differentiation pathways identified by single-nucleus RNA sequencing.

机构信息

Division of Infection and Immunity, School of Medicine, Cardiff University, Cardiff, UK.

Wales Kidney Research Unit, School of Medicine, Cardiff University, Heath Park, Cardiff, CF14 4XN, UK.

出版信息

Sci Rep. 2024 Oct 14;14(1):24041. doi: 10.1038/s41598-024-73102-7.

Abstract

Postnatal kidney growth is substantial and involves expansion in kidney tubules without growth of new nephrons, which are the functional units of the kidney. Proliferation and differentiation pathways underpinning nephron elongation are not well defined. To address this, we performed sequential characterization of mouse kidney transcriptomics at the single cell level. Single nuclear RNA sequencing (snRNA-seq) was performed on kidney tissue from male and female mice at 1, 2, 4 and 12 weeks of age using the 10x Chromium platform. Unbiased clustering was performed on 68,775 nuclei from 16 animals. 31 discrete cellular clusters were seen, which were identified through comparison of their gene expression profiles to canonical markers of kidney cell populations. High levels of proliferation were evident at early time points in some cell types, especially tubular cells, but not in other cell types, for example podocytes. Proliferation was especially evident in Proximal Tubular Cells (PTCs) which are the most abundant cell type in the adult kidney. Uniquely when compared to other kidney cell types, PTCs demonstrated sex-specific expression profiles at late, but not early, time points. Mapping of PTC differentiation pathways using techniques including trajectory and RNA Velocity analyses delineated increasing PTC specialization and sex-specific phenotype specification. Our single-cell transcriptomics data characterise cellular states observed during kidney growth. We have identified PTC differentiation pathways that lead to sex-specific tubular cell phenotypes. Tubular proliferative responses are of central importance in postnatal kidney growth and have also been linked to kidney recovery versus fibrosis following injury. Our unbiased and comprehensive dataset of tubular cell development can be used to identify candidate pathways for therapeutic targeting.

摘要

产后肾脏生长是实质性的,涉及肾小管的扩张,而不涉及新肾单位的生长,新肾单位是肾脏的功能单位。支持肾单位伸长的增殖和分化途径尚未得到很好的定义。为了解决这个问题,我们在单细胞水平上对小鼠肾脏转录组进行了连续的特征描述。使用 10x Chromium 平台,对 1 、 2 、 4 和 12 周龄雄性和雌性小鼠的肾脏组织进行了单细胞核 RNA 测序(snRNA-seq)。对 16 只动物的 68775 个核进行了无偏聚类。可见 31 个离散的细胞簇,通过比较它们的基因表达谱与肾脏细胞群体的典型标志物来鉴定这些细胞簇。在某些细胞类型中,尤其是在肾小管细胞中,在早期阶段可见高水平的增殖,但在其他细胞类型中,例如足细胞中,则没有。增殖在近端肾小管细胞(PTCs)中尤为明显,PTCs 是成年肾脏中最丰富的细胞类型。与其他肾脏细胞类型相比,PTCs 具有独特的性别特异性表达谱,这种性别特异性表达谱仅在晚期而非早期出现。使用包括轨迹和 RNA 速度分析在内的技术对 PTC 分化途径进行映射,描绘了 PTC 专业化和性别特异性表型特异性的增加。我们的单细胞转录组学数据描述了在肾脏生长过程中观察到的细胞状态。我们已经确定了导致性别特异性管状细胞表型的 PTC 分化途径。管状增殖反应在产后肾脏生长中至关重要,并且与损伤后肾脏恢复与纤维化也有关。我们的肾小管细胞发育的无偏和全面数据集可用于鉴定治疗靶标的候选途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a921/11473948/252acfc29b9e/41598_2024_73102_Fig1_HTML.jpg

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