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高维实验设计从多能性中提取仅小分子诱导背侧胰腺内胚层的条件。

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

作者信息

Bukys Michael A, Mihas Alexander, Finney Krystal, Sears Katie, Trivedi Divya, Wang Yong, Oberholzer Jose, Jensen Jan

机构信息

Department of Biomedical Engineering, Lerner Research Institute, Cleveland Clinic Foundation, 9500 Euclid Avenue, Cleveland, OH 44195, USA.

Trailhead Biosystems Inc, 10000 Cedar Avenue, Cleveland, OH, USA; Cleveland Clinic, Cleveland, OH 44195, USA.

出版信息

iScience. 2020 Aug 21;23(8):101346. doi: 10.1016/j.isci.2020.101346. Epub 2020 Jul 4.

Abstract

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.

摘要

内胚层及其衍生器官(如胰腺、肝脏和肠道)的形成对疾病建模和再生医学具有重要影响。使用转化生长因子-β(TGF-β)信号激动剂是从多能性诱导确定内胚层的常用方法。然而,通过使用基于数据驱动的高维实验设计(HD-DoE)方法来解决定向分化中的多因素问题,我们发现最佳条件需要骨形态发生蛋白(BMP)拮抗作用和视黄酸输入,从而诱导背侧前肠内胚层(DFE)。我们证明,胰腺特性可以从DFE中快速、稳健地诱导出来,并且这些细胞具有背侧胰腺特性。DFE群体具有高度分化为胃类器官和胰腺组织类型的能力,并且仅使用小分子通过两个后续分化步骤就能产生胎儿型β细胞。这种生成胰腺胰岛素产生细胞的替代、快速且低成本的方法可能会对糖尿病细胞疗法的发展产生影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/029a/7398937/9e068e8390d6/fx1.jpg

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