Single Cell Gene Expression Analysis in a 3D Microtissue Liver Model Reveals Cell Type-Specific Responses to Pro-Fibrotic TGF-β1 Stimulation
3D cell culture systems are widely used to study disease mechanisms and therapeutic interventions. Multicellular liver microtissues (MTs) comprising HepaRG, hTERT-HSC and THP-1 maintain multicellular interactions and physiological properties required to mimic liver fibrosis. However, the inherent co...
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doaj-ac0ac8876d34471e8896d828f1f06d6f2021-04-22T23:02:59ZengMDPI AGInternational Journal of Molecular Sciences1661-65961422-00672021-04-01224372437210.3390/ijms22094372Single Cell Gene Expression Analysis in a 3D Microtissue Liver Model Reveals Cell Type-Specific Responses to Pro-Fibrotic TGF-β1 StimulationCatherine Jane Messner0Lmar Babrak1Gaia Titolo2Michaela Caj3Enkelejda Miho4Laura Suter-Dick5School of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland, 4132 Muttenz, SwitzerlandSchool of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland, 4132 Muttenz, SwitzerlandSchool of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland, 4132 Muttenz, SwitzerlandSchool of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland, 4132 Muttenz, SwitzerlandSchool of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland, 4132 Muttenz, SwitzerlandSchool of Life Sciences, University of Applied Sciences and Arts Northwestern Switzerland, 4132 Muttenz, Switzerland3D cell culture systems are widely used to study disease mechanisms and therapeutic interventions. Multicellular liver microtissues (MTs) comprising HepaRG, hTERT-HSC and THP-1 maintain multicellular interactions and physiological properties required to mimic liver fibrosis. However, the inherent complexity of multicellular 3D-systems often hinders the discrimination of cell type specific responses. Here, we aimed at applying single cell sequencing (scRNA-seq) to discern the molecular responses of cells involved in the development of fibrosis elicited by TGF-β1. To obtain single cell suspensions from the MTs, an enzymatic dissociation method was optimized. Isolated cells showed good viability, could be re-plated and cultured in 2D, and expressed specific markers determined by scRNA-seq, qRT-PCR, ELISA and immunostaining. The three cell populations were successfully clustered using supervised and unsupervised methods based on scRNA-seq data. TGF-β1 led to a fibrotic phenotype in the MTs, detected as decreased albumin and increased αSMA expression. Cell-type specific responses to the treatment were identified for each of the three cell types. They included HepaRG damage characterized by a decrease in cellular metabolism, prototypical inflammatory responses in THP-1s and extracellular matrix remodeling in hTERT-HSCs. Furthermore, we identified novel cell-specific putative fibrosis markers in hTERT-HSC (<i>COL15A1</i>), and THP-1 (<i>ALOX5AP</i> and <i>LAPTM5</i>).https://www.mdpi.com/1422-0067/22/9/4372single cell sequencingin vitroliverliver fibrosisliver microtissues |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Catherine Jane Messner Lmar Babrak Gaia Titolo Michaela Caj Enkelejda Miho Laura Suter-Dick |
spellingShingle |
Catherine Jane Messner Lmar Babrak Gaia Titolo Michaela Caj Enkelejda Miho Laura Suter-Dick Single Cell Gene Expression Analysis in a 3D Microtissue Liver Model Reveals Cell Type-Specific Responses to Pro-Fibrotic TGF-β1 Stimulation International Journal of Molecular Sciences single cell sequencing in vitro liver liver fibrosis liver microtissues |
author_facet |
Catherine Jane Messner Lmar Babrak Gaia Titolo Michaela Caj Enkelejda Miho Laura Suter-Dick |
author_sort |
Catherine Jane Messner |
title |
Single Cell Gene Expression Analysis in a 3D Microtissue Liver Model Reveals Cell Type-Specific Responses to Pro-Fibrotic TGF-β1 Stimulation |
title_short |
Single Cell Gene Expression Analysis in a 3D Microtissue Liver Model Reveals Cell Type-Specific Responses to Pro-Fibrotic TGF-β1 Stimulation |
title_full |
Single Cell Gene Expression Analysis in a 3D Microtissue Liver Model Reveals Cell Type-Specific Responses to Pro-Fibrotic TGF-β1 Stimulation |
title_fullStr |
Single Cell Gene Expression Analysis in a 3D Microtissue Liver Model Reveals Cell Type-Specific Responses to Pro-Fibrotic TGF-β1 Stimulation |
title_full_unstemmed |
Single Cell Gene Expression Analysis in a 3D Microtissue Liver Model Reveals Cell Type-Specific Responses to Pro-Fibrotic TGF-β1 Stimulation |
title_sort |
single cell gene expression analysis in a 3d microtissue liver model reveals cell type-specific responses to pro-fibrotic tgf-β1 stimulation |
publisher |
MDPI AG |
series |
International Journal of Molecular Sciences |
issn |
1661-6596 1422-0067 |
publishDate |
2021-04-01 |
description |
3D cell culture systems are widely used to study disease mechanisms and therapeutic interventions. Multicellular liver microtissues (MTs) comprising HepaRG, hTERT-HSC and THP-1 maintain multicellular interactions and physiological properties required to mimic liver fibrosis. However, the inherent complexity of multicellular 3D-systems often hinders the discrimination of cell type specific responses. Here, we aimed at applying single cell sequencing (scRNA-seq) to discern the molecular responses of cells involved in the development of fibrosis elicited by TGF-β1. To obtain single cell suspensions from the MTs, an enzymatic dissociation method was optimized. Isolated cells showed good viability, could be re-plated and cultured in 2D, and expressed specific markers determined by scRNA-seq, qRT-PCR, ELISA and immunostaining. The three cell populations were successfully clustered using supervised and unsupervised methods based on scRNA-seq data. TGF-β1 led to a fibrotic phenotype in the MTs, detected as decreased albumin and increased αSMA expression. Cell-type specific responses to the treatment were identified for each of the three cell types. They included HepaRG damage characterized by a decrease in cellular metabolism, prototypical inflammatory responses in THP-1s and extracellular matrix remodeling in hTERT-HSCs. Furthermore, we identified novel cell-specific putative fibrosis markers in hTERT-HSC (<i>COL15A1</i>), and THP-1 (<i>ALOX5AP</i> and <i>LAPTM5</i>). |
topic |
single cell sequencing in vitro liver liver fibrosis liver microtissues |
url |
https://www.mdpi.com/1422-0067/22/9/4372 |
work_keys_str_mv |
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