Towards automated control of embryonic stem cell pluripotency
Mahmoud KhazimiD, Lorena PostiglioneiD, Elisa PedoneiD, Dan L. Rocca, Carine Zahra, Lucia MarucciiD
Abstract
Mouse embryonic stem cells (mESCs) have been shown to exist in three distinct pluripotent states (ground, naive and primed pluripotent states), depending on culture conditions. External feedback control strategies have been, so far, mainly used to automatically regulate gene expression in bacteria and yeast. Here, we exploit a microfluidics/microscopy platform and segmentation and external feedback control algorithms for the automatic regulation of pluripotency phenotypes in mESCs. We show feasibility of automatically controlling, in living mESCs, levels of an endogenous pluripotency gene, Rex1, through a fluorescent reporter, used as control output, and drugs commonly used to modulate pluripotency (i.e. MEK kinase and Gsk3{beta} inhibitors) as control inputs. Our results will ultimately aid in the derivation of superior protocols for pluripotency maintenance and differentiation of mouse and human stem cells.
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