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Imaging-Based Screen Identifies Laminin 411 as a Physiologically Relevant Niche Factor with Importance for i-Hep Applications
Use of hepatocytes derived from induced pluripotent stem cells (i-Heps) is limited by their functional differences in comparison with primary cells. Extracellular niche factors likely play a critical role in bridging this gap. Using image-based characterization (high content analysis; HCA) of freshl...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5919292/ https://www.ncbi.nlm.nih.gov/pubmed/29478892 http://dx.doi.org/10.1016/j.stemcr.2018.01.025 |
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author | Ong, John Serra, Maria Paola Segal, Joe Cujba, Ana-Maria Ng, Soon Seng Butler, Richard Millar, Val Hatch, Stephanie Zimri, Salman Koike, Hiroyuki Chan, Karen Bonham, Andrew Walk, Michelle Voss, Ty Heaton, Nigel Mitry, Ragai Dhawan, Anil Ebner, Daniel Danovi, Davide Nakauchi, Hiromitsu Rashid, S. Tamir |
author_facet | Ong, John Serra, Maria Paola Segal, Joe Cujba, Ana-Maria Ng, Soon Seng Butler, Richard Millar, Val Hatch, Stephanie Zimri, Salman Koike, Hiroyuki Chan, Karen Bonham, Andrew Walk, Michelle Voss, Ty Heaton, Nigel Mitry, Ragai Dhawan, Anil Ebner, Daniel Danovi, Davide Nakauchi, Hiromitsu Rashid, S. Tamir |
author_sort | Ong, John |
collection | PubMed |
description | Use of hepatocytes derived from induced pluripotent stem cells (i-Heps) is limited by their functional differences in comparison with primary cells. Extracellular niche factors likely play a critical role in bridging this gap. Using image-based characterization (high content analysis; HCA) of freshly isolated hepatocytes from 17 human donors, we devised and validated an algorithm (Hepatocyte Likeness Index; HLI) for comparing the hepatic properties of cells against a physiological gold standard. The HLI was then applied in a targeted screen of extracellular niche factors to identify substrates driving i-Heps closer to the standard. Laminin 411, the top hit, was validated in two additional induced pluripotent stem cell (iPSC) lines, primary tissue, and an in vitro model of α1-antitrypsin deficiency. Cumulatively, these data provide a reference method to control and screen for i-Hep differentiation, identify Laminin 411 as a key niche protein, and underscore the importance of combining substrates, soluble factors, and HCA when developing iPSC applications. |
format | Online Article Text |
id | pubmed-5919292 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-59192922018-04-27 Imaging-Based Screen Identifies Laminin 411 as a Physiologically Relevant Niche Factor with Importance for i-Hep Applications Ong, John Serra, Maria Paola Segal, Joe Cujba, Ana-Maria Ng, Soon Seng Butler, Richard Millar, Val Hatch, Stephanie Zimri, Salman Koike, Hiroyuki Chan, Karen Bonham, Andrew Walk, Michelle Voss, Ty Heaton, Nigel Mitry, Ragai Dhawan, Anil Ebner, Daniel Danovi, Davide Nakauchi, Hiromitsu Rashid, S. Tamir Stem Cell Reports Report Use of hepatocytes derived from induced pluripotent stem cells (i-Heps) is limited by their functional differences in comparison with primary cells. Extracellular niche factors likely play a critical role in bridging this gap. Using image-based characterization (high content analysis; HCA) of freshly isolated hepatocytes from 17 human donors, we devised and validated an algorithm (Hepatocyte Likeness Index; HLI) for comparing the hepatic properties of cells against a physiological gold standard. The HLI was then applied in a targeted screen of extracellular niche factors to identify substrates driving i-Heps closer to the standard. Laminin 411, the top hit, was validated in two additional induced pluripotent stem cell (iPSC) lines, primary tissue, and an in vitro model of α1-antitrypsin deficiency. Cumulatively, these data provide a reference method to control and screen for i-Hep differentiation, identify Laminin 411 as a key niche protein, and underscore the importance of combining substrates, soluble factors, and HCA when developing iPSC applications. Elsevier 2018-03-01 /pmc/articles/PMC5919292/ /pubmed/29478892 http://dx.doi.org/10.1016/j.stemcr.2018.01.025 Text en Crown Copyright © 2018. http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Report Ong, John Serra, Maria Paola Segal, Joe Cujba, Ana-Maria Ng, Soon Seng Butler, Richard Millar, Val Hatch, Stephanie Zimri, Salman Koike, Hiroyuki Chan, Karen Bonham, Andrew Walk, Michelle Voss, Ty Heaton, Nigel Mitry, Ragai Dhawan, Anil Ebner, Daniel Danovi, Davide Nakauchi, Hiromitsu Rashid, S. Tamir Imaging-Based Screen Identifies Laminin 411 as a Physiologically Relevant Niche Factor with Importance for i-Hep Applications |
title | Imaging-Based Screen Identifies Laminin 411 as a Physiologically Relevant Niche Factor with Importance for i-Hep Applications |
title_full | Imaging-Based Screen Identifies Laminin 411 as a Physiologically Relevant Niche Factor with Importance for i-Hep Applications |
title_fullStr | Imaging-Based Screen Identifies Laminin 411 as a Physiologically Relevant Niche Factor with Importance for i-Hep Applications |
title_full_unstemmed | Imaging-Based Screen Identifies Laminin 411 as a Physiologically Relevant Niche Factor with Importance for i-Hep Applications |
title_short | Imaging-Based Screen Identifies Laminin 411 as a Physiologically Relevant Niche Factor with Importance for i-Hep Applications |
title_sort | imaging-based screen identifies laminin 411 as a physiologically relevant niche factor with importance for i-hep applications |
topic | Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5919292/ https://www.ncbi.nlm.nih.gov/pubmed/29478892 http://dx.doi.org/10.1016/j.stemcr.2018.01.025 |
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