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High-Dimensional Design-Of-Experiments Extracts Small-Molecule-Only Induction Conditions for Dorsal Pancreatic Endoderm from Pluripotency

The derivation of endoderm and descendant organs, such as pancreas, liver, and intestine, impacts disease modeling and regenerative medicine. Use of TGF-β signaling agonism is a common method for induction of definitive endoderm from pluripotency. By using a data-driven, High-Dimensional Design of E...

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Autores principales: Bukys, Michael A., Mihas, Alexander, Finney, Krystal, Sears, Katie, Trivedi, Divya, Wang, Yong, Oberholzer, Jose, Jensen, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398937/
https://www.ncbi.nlm.nih.gov/pubmed/32745983
http://dx.doi.org/10.1016/j.isci.2020.101346
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author Bukys, Michael A.
Mihas, Alexander
Finney, Krystal
Sears, Katie
Trivedi, Divya
Wang, Yong
Oberholzer, Jose
Jensen, Jan
author_facet Bukys, Michael A.
Mihas, Alexander
Finney, Krystal
Sears, Katie
Trivedi, Divya
Wang, Yong
Oberholzer, Jose
Jensen, Jan
author_sort Bukys, Michael A.
collection PubMed
description The derivation of endoderm and descendant organs, such as pancreas, liver, and intestine, impacts disease modeling and regenerative medicine. Use of TGF-β signaling agonism is a common method for induction of definitive endoderm from pluripotency. By using a data-driven, High-Dimensional Design of Experiments (HD-DoE)-based methodology to address multifactorial problems in directed differentiation, we found instead that optimal conditions demanded BMP antagonism and retinoid input leading to induction of dorsal foregut endoderm (DFE). We demonstrate that pancreatic identity can be rapidly, and robustly, induced from DFE and that such cells are of dorsal pancreatic identity. The DFE population was highly competent to differentiate into both stomach organoids and pancreatic tissue types and able to generate fetal-type β cells through two subsequent differentiation steps using only small molecules. This alternative, rapid, and low-cost basis for generating pancreatic insulin-producing cells may have impact for the development of cell-based therapies for diabetes.
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spelling pubmed-73989372020-08-06 High-Dimensional Design-Of-Experiments Extracts Small-Molecule-Only Induction Conditions for Dorsal Pancreatic Endoderm from Pluripotency Bukys, Michael A. Mihas, Alexander Finney, Krystal Sears, Katie Trivedi, Divya Wang, Yong Oberholzer, Jose Jensen, Jan iScience Article The derivation of endoderm and descendant organs, such as pancreas, liver, and intestine, impacts disease modeling and regenerative medicine. Use of TGF-β signaling agonism is a common method for induction of definitive endoderm from pluripotency. By using a data-driven, High-Dimensional Design of Experiments (HD-DoE)-based methodology to address multifactorial problems in directed differentiation, we found instead that optimal conditions demanded BMP antagonism and retinoid input leading to induction of dorsal foregut endoderm (DFE). We demonstrate that pancreatic identity can be rapidly, and robustly, induced from DFE and that such cells are of dorsal pancreatic identity. The DFE population was highly competent to differentiate into both stomach organoids and pancreatic tissue types and able to generate fetal-type β cells through two subsequent differentiation steps using only small molecules. This alternative, rapid, and low-cost basis for generating pancreatic insulin-producing cells may have impact for the development of cell-based therapies for diabetes. Elsevier 2020-07-04 /pmc/articles/PMC7398937/ /pubmed/32745983 http://dx.doi.org/10.1016/j.isci.2020.101346 Text en © 2020. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Bukys, Michael A.
Mihas, Alexander
Finney, Krystal
Sears, Katie
Trivedi, Divya
Wang, Yong
Oberholzer, Jose
Jensen, Jan
High-Dimensional Design-Of-Experiments Extracts Small-Molecule-Only Induction Conditions for Dorsal Pancreatic Endoderm from Pluripotency
title High-Dimensional Design-Of-Experiments Extracts Small-Molecule-Only Induction Conditions for Dorsal Pancreatic Endoderm from Pluripotency
title_full High-Dimensional Design-Of-Experiments Extracts Small-Molecule-Only Induction Conditions for Dorsal Pancreatic Endoderm from Pluripotency
title_fullStr High-Dimensional Design-Of-Experiments Extracts Small-Molecule-Only Induction Conditions for Dorsal Pancreatic Endoderm from Pluripotency
title_full_unstemmed High-Dimensional Design-Of-Experiments Extracts Small-Molecule-Only Induction Conditions for Dorsal Pancreatic Endoderm from Pluripotency
title_short High-Dimensional Design-Of-Experiments Extracts Small-Molecule-Only Induction Conditions for Dorsal Pancreatic Endoderm from Pluripotency
title_sort high-dimensional design-of-experiments extracts small-molecule-only induction conditions for dorsal pancreatic endoderm from pluripotency
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7398937/
https://www.ncbi.nlm.nih.gov/pubmed/32745983
http://dx.doi.org/10.1016/j.isci.2020.101346
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