Structural phenotyping of stem cell-derived cardiomyocytes.

Abstract:

:Structural phenotyping based on classical image feature detection has been adopted to elucidate the molecular mechanisms behind genetically or pharmacologically induced changes in cell morphology. Here, we developed a set of 11 metrics to capture the increasing sarcomere organization that occurs intracellularly during striated muscle cell development. To test our metrics, we analyzed the localization of the contractile protein α-actinin in a variety of primary and stem-cell derived cardiomyocytes. Further, we combined these metrics with data mining algorithms to unbiasedly score the phenotypic maturity of human-induced pluripotent stem cell-derived cardiomyocytes.

journal_name

Stem Cell Reports

journal_title

Stem cell reports

authors

Pasqualini FS,Sheehy SP,Agarwal A,Aratyn-Schaus Y,Parker KK

doi

10.1016/j.stemcr.2015.01.020

subject

Has Abstract

pub_date

2015-03-10 00:00:00

pages

340-7

issue

3

issn

2213-6711

pii

S2213-6711(15)00041-7

journal_volume

4

pub_type

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