{"title":"Cell-Fate Decisions Mediated by Bistability and Oscillations in the p53-AKT-Mdm2 Network.","authors":"Yunfeng Zhang, Conghua Wang","doi":"10.1109/TCBBIO.2026.3713926","DOIUrl":null,"url":null,"abstract":"<p><p>The tumor suppressor p53 plays a central role in stress-response signaling and exhibits crosstalk with the AKT pathway through the AKT-Mdm2 axis. Although this coupling has been linked to cell-fate choices between survival and death, the dynamical basis of these transitions remains unclear. In this paper, we develop a delay-differential equation model of the p53-AKT-Mdm2 network to study how interlocked feedback loops, together with transcriptional-translational delay, shape p53 dynamics. Bifurcation analysis reveals three dynamical regimes that can be linked to distinct cellular outcomes: a stable low-p53 equilibrium (pro-survival), sustained p53 oscillations (repair-associated dynamics), and a stable high-p53 equilibrium (pro-death). We show that the positive feedback generated by p53-dependent inhibition of AKT and AKT-enhanced Mdm2 activity produces bistability within a certain range of total AKT levels. We further find that increasing the delay destabilizes the low-p53 equilibrium and induces oscillations through a Hopf bifurcation. For the baseline parameter setting, a further increase in delay suppresses the oscillatory state and drives the system toward the high-p53 attractor. These results indicate how AKT-dependent bistability and delay-controlled instability jointly organize state transitions in the p53-AKT-Mdm2 circuit.</p>","PeriodicalId":520987,"journal":{"name":"IEEE transactions on computational biology and bioinformatics","volume":"PP ","pages":"2006-2013"},"PeriodicalIF":0.0000,"publicationDate":"2026-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE transactions on computational biology and bioinformatics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TCBBIO.2026.3713926","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The tumor suppressor p53 plays a central role in stress-response signaling and exhibits crosstalk with the AKT pathway through the AKT-Mdm2 axis. Although this coupling has been linked to cell-fate choices between survival and death, the dynamical basis of these transitions remains unclear. In this paper, we develop a delay-differential equation model of the p53-AKT-Mdm2 network to study how interlocked feedback loops, together with transcriptional-translational delay, shape p53 dynamics. Bifurcation analysis reveals three dynamical regimes that can be linked to distinct cellular outcomes: a stable low-p53 equilibrium (pro-survival), sustained p53 oscillations (repair-associated dynamics), and a stable high-p53 equilibrium (pro-death). We show that the positive feedback generated by p53-dependent inhibition of AKT and AKT-enhanced Mdm2 activity produces bistability within a certain range of total AKT levels. We further find that increasing the delay destabilizes the low-p53 equilibrium and induces oscillations through a Hopf bifurcation. For the baseline parameter setting, a further increase in delay suppresses the oscillatory state and drives the system toward the high-p53 attractor. These results indicate how AKT-dependent bistability and delay-controlled instability jointly organize state transitions in the p53-AKT-Mdm2 circuit.