Dynamic mode decomposition for analysis and prediction of metabolic oscillations from time-lapse imaging of cellular autofluorescence

Abstract Oscillations are a common phenomenon in cell biology. They are based on non-linear coupling of biochemical reactions and can show rich dynamic behavior as found in, for example, glycolysis of yeast cells. Here, we show that dynamic mode decomposition (DMD), a numerical algorithm for linear...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Daniel Wüstner, Henrik Helge Gundestrup, Katja Thaysen
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Online Access:https://doi.org/10.1038/s41598-025-07255-4