PU.1 drives specification of pluripotent stem cell-derived endothelial cells to LSEC-like cells

Abstract 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)...

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Main Authors: Jonathan De Smedt, Elise Anne van Os, Irene Talon, Sreya Ghosh, Burak Toprakhisar, Rodrigo Furtado Madeiro Da Costa, Samantha Zaunz, Marta Aguirre Vazquez, Ruben Boon, Pieter Baatsen, Ayla Smout, Stefaan Verhulst, Leo A. van Grunsven, Catherine M. Verfaillie
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Cell Death and Disease
Online Access:https://doi.org/10.1038/s41419-020-03356-2
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author Jonathan De Smedt
Elise Anne van Os
Irene Talon
Sreya Ghosh
Burak Toprakhisar
Rodrigo Furtado Madeiro Da Costa
Samantha Zaunz
Marta Aguirre Vazquez
Ruben Boon
Pieter Baatsen
Ayla Smout
Stefaan Verhulst
Leo A. van Grunsven
Catherine M. Verfaillie
author_facet Jonathan De Smedt
Elise Anne van Os
Irene Talon
Sreya Ghosh
Burak Toprakhisar
Rodrigo Furtado Madeiro Da Costa
Samantha Zaunz
Marta Aguirre Vazquez
Ruben Boon
Pieter Baatsen
Ayla Smout
Stefaan Verhulst
Leo A. van Grunsven
Catherine M. Verfaillie
author_sort Jonathan De Smedt
collection DOAJ
description Abstract 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.
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spelling doaj.art-a72ccbfa4b2f428e822457e0c7616dda2022-12-21T22:33:32ZengNature Publishing GroupCell Death and Disease2041-48892021-01-0112111810.1038/s41419-020-03356-2PU.1 drives specification of pluripotent stem cell-derived endothelial cells to LSEC-like cellsJonathan De Smedt0Elise Anne van Os1Irene Talon2Sreya Ghosh3Burak Toprakhisar4Rodrigo Furtado Madeiro Da Costa5Samantha Zaunz6Marta Aguirre Vazquez7Ruben Boon8Pieter Baatsen9Ayla Smout10Stefaan Verhulst11Leo A. van Grunsven12Catherine M. Verfaillie13Department of Development and Regeneration, Stem Cell Institute, KU LeuvenLiver Cell Biology research group, Vrije Universiteit Brussel (VUB)Department of Development and Regeneration, Stem Cell Institute, KU LeuvenDepartment of Development and Regeneration, Stem Cell Institute, KU LeuvenDepartment of Development and Regeneration, Stem Cell Institute, KU LeuvenDepartment of Development and Regeneration, Stem Cell Institute, KU LeuvenDepartment of Development and Regeneration, Stem Cell Institute, KU LeuvenDepartment of Development and Regeneration, Stem Cell Institute, KU LeuvenThe Massachusetts General Hospital Cancer Center, Harvard Medical SchoolElectron Microscopy Platform of VIB Bio Imaging Core at KU Leuven and VIB-KU Leuven Center for Brain & Disease ResearchLiver Cell Biology research group, Vrije Universiteit Brussel (VUB)Liver Cell Biology research group, Vrije Universiteit Brussel (VUB)Liver Cell Biology research group, Vrije Universiteit Brussel (VUB)Department of Development and Regeneration, Stem Cell Institute, KU LeuvenAbstract 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.https://doi.org/10.1038/s41419-020-03356-2
spellingShingle Jonathan De Smedt
Elise Anne van Os
Irene Talon
Sreya Ghosh
Burak Toprakhisar
Rodrigo Furtado Madeiro Da Costa
Samantha Zaunz
Marta Aguirre Vazquez
Ruben Boon
Pieter Baatsen
Ayla Smout
Stefaan Verhulst
Leo A. van Grunsven
Catherine M. Verfaillie
PU.1 drives specification of pluripotent stem cell-derived endothelial cells to LSEC-like cells
Cell Death and Disease
title PU.1 drives specification of pluripotent stem cell-derived endothelial cells to LSEC-like cells
title_full PU.1 drives specification of pluripotent stem cell-derived endothelial cells to LSEC-like cells
title_fullStr PU.1 drives specification of pluripotent stem cell-derived endothelial cells to LSEC-like cells
title_full_unstemmed PU.1 drives specification of pluripotent stem cell-derived endothelial cells to LSEC-like cells
title_short PU.1 drives specification of pluripotent stem cell-derived endothelial cells to LSEC-like cells
title_sort pu 1 drives specification of pluripotent stem cell derived endothelial cells to lsec like cells
url https://doi.org/10.1038/s41419-020-03356-2
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