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

被引:10
作者
Bukys, Michael A. [1 ]
Mihas, Alexander [1 ]
Finney, Krystal [2 ,4 ]
Sears, Katie [1 ]
Trivedi, Divya [2 ]
Wang, Yong [3 ]
Oberholzer, Jose [3 ]
Jensen, Jan [1 ,2 ,4 ]
机构
[1] Cleveland Clin Fdn, Dept Biomed Engn, Lerner Res Inst, 9500 Euclid Ave, Cleveland, OH 44195 USA
[2] Trailhead Biosyst Inc, 10000 Cedar Ave, Cleveland, OH 44106 USA
[3] Univ Virginia, Div Transplantat, Charlottesville, VA 22903 USA
[4] Cleveland Clin, Cleveland, OH 44195 USA
关键词
MULTIVARIATE DATA-ANALYSIS; EMBRYONIC STEM-CELLS; BETA-CELLS; IN-VITRO; DIFFERENTIATION; GENERATION; PROTEINS; AGENESIS; REVEALS; MOUSE;
D O I
10.1016/j.isci.2020.101346
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The derivation of endoderm and descendant organs, such as pancreas, liver, and intestine, impacts disease modeling and regenerative medicine. Use of TGF-beta 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 endo-derm (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 beta 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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页数:35
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