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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Main Authors: Catherine Jane Messner, Lmar Babrak, Gaia Titolo, Michaela Caj, Enkelejda Miho, Laura Suter-Dick
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:https://www.mdpi.com/1422-0067/22/9/4372
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spelling 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
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