| Literature DB >> 30038020 |
Quinton Smith1,2,3, Nash Rochman1,2,3, Ana Maria Carmo1,2,3, Dhruv Vig1,2,3, Xin Yi Chan1,2,3, Sean Sun4,3,5, Sharon Gerecht6,2,3,7.
Abstract
Morphogenesis during human development relies on the interplay between physiochemical cues that are mediated in part by cellular density and cytoskeletal tension. Here, we interrogated these factors on vascular lineage specification during human-induced pluripotent stem-cell (hiPSC) fate decision. We found that independent of chemical cues, spatially presented physical cues induce the self-organization of Brachyury-positive mesodermal cells, in a RhoA/Rho-associated kinase (ROCK)-dependent manner. Using unbiased support vector machine (SVM) learning, we found that density alone is sufficient to predict mesodermal fate. Furthermore, the long-withstanding presentation of spatial confinement during hiPSC differentiation led to an organized vascular tissue, reminiscent of native blood vessels, a process dependent on cell density as found by SVM analysis. Collectively, these results show how tension and density relate to vascular identity mirroring early morphogenesis. We propose that such a system can be applied to study other aspects of the stem-cell niche and its role in embryonic patterning.Entities:
Keywords: differentiation; stem cells; support vector machine learning; vascular biology
Mesh:
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Year: 2018 PMID: 30038020 PMCID: PMC6094121 DOI: 10.1073/pnas.1808021115
Source DB: PubMed Journal: Proc Natl Acad Sci U S A ISSN: 0027-8424 Impact factor: 11.205