Madsen Ralitsa R, Le Marois Alix, Mruk Oliwia N, Voliotis Margaritis, Yin Shaozhen, Sufi Jahangir, Qin Xiao, Zhao Salome J, Gorczynska Julia, Morelli Daniele, Davidson Lindsay, Sahai Erik, Korolchuk Viktor I, Tape Christopher J, Vanhaesebroeck Bart
Cell Signaling Laboratory, Department of Oncology, University College London Cancer Institute Paul O'Gorman Building, University College London, London, WC1E 6BT, UK.
MRC Protein Phosphorylation and Ubiquitylation Unit, School of Life Sciences, University of Dundee, Dundee, DD1 5EH, UK.
Mol Syst Biol. 2025 Feb;21(2):126-157. doi: 10.1038/s44320-024-00078-x. Epub 2024 Dec 20.
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 PIK3CA oncogene was not a simple, constitutive activator of the pathway as often presented. Dose-dependent expression of PIK3CA 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. PIK3CA did not only shift these responses to a higher mean but also enhanced signaling heterogeneity. We conclude that oncogenic PIK3CA corrupts information transfer in a growth factor-dependent manner and suggest new opportunities for tuning of receptor-specific PI3K pathway outputs for therapeutic benefit.
技术限制使得人们无法理解生长因子信号是如何在磷酸肌醇3激酶(PI3K)/AKT信号通路的不同活性模式中进行编码的,以及这是如何因致癌信号通路突变而改变的。我们引入了一个动力学单细胞框架,用于精确计算不同生长因子的PI3K特异性信息传递。这一框架的特点是对PI3K/AKT活性报告基因进行活细胞成像,并随时间对PI3K/AKT和RAS/ERK信号标记物进行多重飞行时间质谱(CyTOF)测量。利用这个框架,我们发现PIK3CA癌基因并不像通常所呈现的那样是该信号通路的一个简单的、组成型激活剂。PIK3CA在人宫颈癌和诱导多能干细胞中的剂量依赖性表达破坏了生长因子诱导的信息传递的保真度,与胰岛素样生长因子1(IGF1)和胰岛素受体信号相比,表皮生长因子受体(EGFR)信号反应得到了优先放大。PIK3CA不仅将这些反应转移到更高的平均值,还增强了信号异质性。我们得出结论,致癌性PIK3CA以生长因子依赖的方式破坏信息传递,并为调节受体特异性PI3K信号通路输出以获得治疗益处提供了新的机会。