@article{8426ee22a662484aac5386b31be81acb,
title = "Individual Cells Can Resolve Variations in Stimulus Intensity along the IGF-PI3K-AKT Signaling Axis",
abstract = "Cells sense and respond to signals in their local environment by activating signaling cascades that lead to phenotypic changes. Differences in these signals can be discriminated at the population level; however, single cells have been thought to be limited in their capacity to distinguish ligand doses due to signaling noise. We describe here the rational development of a genetically encoded FoxO1 sensor, which serves as a down-stream readout of insulin growth factor-phosphatidylinositol 3-kinase IGF-PI3K-AKT signaling pathway activity. With this reporter, we tracked individual cell responses to multiple IGF-I doses, pathway inhibitors, and repeated treatments. We observed that individual cells can discriminate multiple IGF-I doses, and these responses are sustained over time, are reproducible at the single-cell level, and display cell-to-cell heterogeneity. These studies imply that cell-to-cell variation in signaling responses is biologically meaningful and support the endeavor to elucidate mechanisms of cell signaling at the level of the individual cell.",
keywords = "AKT, FoxO1, IGF-I, fluorescent reporters, information theory, live-cell imaging, signaling dynamics, signaling pathways, single cell",
author = "Gross, {Sean M.} and Dane, {Mark A.} and Elmar Bucher and Heiser, {Laura M.}",
note = "Funding Information: These studies were supported by NIH research grants 1U54CA209988 (L.M.H.) and U54-HG008100 (L.M.H.) and the Prospect Creek Foundation (L.M.H.). L.M.H. was also supported by the Jayne Koskinas Ted Giovanis Foundation for Health and Policy and the Breast Cancer Research Foundation, private foundations committed to critical funding of cancer research. The opinions, findings, conclusions, or recommendations expressed in this material are those of the authors and not necessarily those of the Jayne Koskinas Ted Giovanis Foundation for Health and Policy or the Breast Cancer Research Foundation or their respective directors, officers, or staffs. S.M.G. designed the study, performed the experiments, and analyzed the data; M.A.D. and E.B. analyzed the data. L.M.H. supervised the study. S.M.G. and L.M.H. wrote the manuscript. All authors edited the manuscript. The authors declare no competing interests. Funding Information: These studies were supported by NIH research grants 1U54CA209988 (L.M.H.) and U54-HG008100 (L.M.H.) and the Prospect Creek Foundation (L.M.H.). L.M.H. was also supported by the Jayne Koskinas Ted Giovanis Foundation for Health and Policy and the Breast Cancer Research Foundation, private foundations committed to critical funding of cancer research. The opinions, findings, conclusions, or recommendations expressed in this material are those of the authors and not necessarily those of the Jayne Koskinas Ted Giovanis Foundation for Health and Policy or the Breast Cancer Research Foundation or their respective directors, officers, or staffs. Publisher Copyright: {\textcopyright} 2019 The Authors",
year = "2019",
month = dec,
day = "18",
doi = "10.1016/j.cels.2019.11.005",
language = "English (US)",
volume = "9",
pages = "580--588.e4",
journal = "Cell Systems",
issn = "2405-4712",
publisher = "Cell Press",
number = "6",
}