Regulatory out-of-equilibrium processes in cells. Part I: Temporal heterogeneities and oscillations

Making decisions is a core task for living matter, and a task that can only be carried out through processes out of equilibrium. While important elements of nonequilibrium processes occur in the spatial distribution of resources and within genetic heterogeneity, temporal dynamics of protein concentrations play a critical yet underappreciated role in cellular decision-making. This review explores our current understanding of how cells use dynamic signaling patterns, such as oscillations, to regulate processes and cell-fate decisions across multiple biological systems. We focus on examples including the tumor suppressor p53, immune signaling via NF- κ B, and oscillatory networks in development. We further highlight theoretical frameworks and the current horizon in our understanding of this fundamental interplay. • Temporal heterogeneity increases adaptability in cells • Non-equilibrium as a key information pathway in biology • Interplay between theoretical and experimental methods • Oscillations provide functional advantages across scale and fields

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Journal
Current Opinion in Systems Biology
Published
2026-03-07
DOI
https://doi.org/10.1016/j.coisb.2026.100574
Primary Topic
Gene Regulatory Network Analysis
Type
article
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article

Regulatory out-of-equilibrium processes in cells. Part I: Temporal heterogeneities and oscillations

Mathias Spliid Heltberg, Alessandra Lamas Granero Lucchetti, Mogens H. Jensen, Malthe S. Nordentoft et al.
Current Opinion in Systems Biology
Gene Regulatory Network Analysis
article

Regulatory out-of-equilibrium processes in cells. Part I: Temporal heterogeneities and oscillations

Mathias Spliid Heltberg, Alessandra Lamas Granero Lucchetti, Mogens H. Jensen, Malthe S. Nordentoft, Emilie Jessen
article en

Abstract

Making decisions is a core task for living matter, and a task that can only be carried out through processes out of equilibrium. While important elements of nonequilibrium processes occur in the spatial distribution of resources and within genetic heterogeneity, temporal dynamics of protein concentrations play a critical yet underappreciated role in cellular decision-making. This review explores our current understanding of how cells use dynamic signaling patterns, such as oscillations, to regulate processes and cell-fate decisions across multiple biological systems. We focus on examples including the tumor suppressor p53, immune signaling via NF- κ B, and oscillatory networks in development. We further highlight theoretical frameworks and the current horizon in our understanding of this fundamental interplay. • Temporal heterogeneity increases adaptability in cells • Non-equilibrium as a key information pathway in biology • Interplay between theoretical and experimental methods • Oscillations provide functional advantages across scale and fields

Current Opinion in Systems BiologyVol. 44
University of Copenhagen (DK)
Peace, Justice and strong institutions
Openalex Percentile: Top 29%
Gene Regulatory Network Analysis
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