Department of Development and Regeneration, Stem Cell Institute, KU Leuven, Leuven, Belgium.
Liver Cell Biology research group, Vrije Universiteit Brussel (VUB), Brussels, Belgium.
Cell Death Dis. 2021 Jan 14;12(1):84. doi: 10.1038/s41419-020-03356-2.
To date, there is no representative in vitro model for liver sinusoidal endothelial cells (LSECs), as primary LSECs dedifferentiate very fast in culture and no combination of cytokines or growth factors can induce an LSEC fate in (pluripotent stem cell (PSC)-derived) endothelial cells (ECs). Furthermore, the transcriptional programmes driving an LSEC fate have not yet been described. Here, we first present a computational workflow (CenTFinder) that can identify transcription factors (TFs) that are crucial for modulating pathways involved in cell lineage specification. Using CenTFinder, we identified several novel LSEC-specific protein markers, such as FCN2 and FCN3, which were validated by analysis of previously published single-cell RNAseq data. We also identified PU.1 (encoded by the SPI1 gene) as a major regulator of LSEC-specific immune functions. We show that SPI1 overexpression (combined with the general EC TF ETV2) in human PSCs induces ECs with an LSEC-like phenotype. The ETV2-SPI1-ECs display increased expression of LSEC markers, such as CD32B and MRC1, as well as several of the proposed novel markers. More importantly, ETV2-SPI1-ECs acquire LSEC functions, including uptake of FSA-FITC, as well as labelled IgG. In conclusion, we present the CenTFinder computational tool to identify key regulatory TFs within specific pathways, in this work pathways of lineage specification, and we demonstrate its use by the identification and validation of PU.1 as a master regulator for LSEC fating.
迄今为止,还没有肝窦内皮细胞(LSEC)的代表性体外模型,因为原代 LSEC 在培养中很快去分化,而且没有任何细胞因子或生长因子的组合可以诱导(多能干细胞(PSC)衍生的)内皮细胞(EC)向 LSEC 命运分化。此外,驱动 LSEC 命运的转录程序尚未被描述。在这里,我们首先提出了一种计算工作流程(CenTFinder),可以识别对于调节细胞谱系特化途径至关重要的转录因子(TF)。使用 CenTFinder,我们鉴定了几个新的 LSEC 特异性蛋白标志物,如 FCN2 和 FCN3,这些标志物通过分析先前发表的单细胞 RNAseq 数据得到了验证。我们还鉴定了 PU.1(由 SPI1 基因编码)作为 LSEC 特异性免疫功能的主要调节剂。我们表明,在人 PSC 中过表达 SPI1(与一般 EC TF ETV2 结合)可诱导具有 LSEC 样表型的 EC。ETV2-SPI1-EC 表达增加了 LSEC 标志物,如 CD32B 和 MRC1,以及几个提议的新标志物。更重要的是,ETV2-SPI1-EC 获得了 LSEC 功能,包括摄取 FSA-FITC 以及标记的 IgG。总之,我们提出了 CenTFinder 计算工具来识别特定途径中的关键调节 TF,在这项工作中是谱系特化途径,我们通过鉴定和验证 PU.1 作为 LSEC 命运的主调节剂来证明其用途。