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Technical limitations have prevented understanding of how growth factor signals are encoded in distinct activity patterns of the phosphoinositide 3-kinase (PI3K)/AKT pathway, and how this is altered by oncogenic pathway mutations. We introduce a kinetic, single-cell framework for precise calculations of PI3K-specific information transfer for different growth factors. This features live-cell imaging of PI3K/AKT activity reporters and multiplexed CyTOF measurements of PI3K/AKT and RAS/ERK signaling markers over time. Using this framework, we found that the PIK3CAH1047R oncogene was not a simple, constitutive activator of the pathway as often presented. Dose-dependent expression of PIK3CAH1047R in human cervical cancer and induced pluripotent stem cells corrupted the fidelity of growth factor-induced information transfer, with preferential amplification of epidermal growth factor receptor (EGFR) signaling responses compared to insulin-like growth factor 1 (IGF1) and insulin receptor signaling. PIK3CAH1047R did not only shift these responses to a higher mean but also enhanced signaling heterogeneity. We conclude that oncogenic PIK3CAH1047R corrupts information transfer in a growth factor-dependent manner and suggest new opportunities for tuning of receptor-specific PI3K pathway outputs for therapeutic benefit.

Original publication

DOI

10.1038/s44320-024-00078-x

Type

Journal article

Journal

Mol Syst Biol

Publication Date

02/2025

Volume

21

Pages

126 - 157

Keywords

Growth Factor Specificity, Information Transfer, PI3K Signaling Dynamics, Single-cell Biology, Humans, Class I Phosphatidylinositol 3-Kinases, Signal Transduction, Insulin-Like Growth Factor I, Proto-Oncogene Proteins c-akt, ErbB Receptors, Induced Pluripotent Stem Cells, Female, Uterine Cervical Neoplasms, Receptor, Insulin, Phosphatidylinositol 3-Kinases, Mutation, Cell Line, Tumor, Single-Cell Analysis