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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
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.
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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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