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Colas Noé Droin

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Related publications (4)

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Low-dimensional dynamics of two coupled biological oscillators

Felix Naef, Eric Paquet, Colas Noé Droin

The circadian clock and the cell cycle are two biological oscillatory processes that coexist within individual cells. These two oscillators were found to interact, which can lead to their synchronization. Here, we develop a method to identify a low-dimensi ...

NATURE PUBLISHING GROUP2019

Inference methods for the study of interacting biological oscillators in single-cells

Colas Noé Droin

Biological oscillators are pervasive in biology, covering all aspects of life from enzyme kinetics reactions to population dynamics. Although their behaviour has been intensively studied in the last decades, the recent advances of high-throughput experimen ...

EPFL2020

Space-time logic of liver gene expression at sub-lobular scale

Felix Naef, Colas Noé Droin, Clémence Yumie Syloun Hurni

The mammalian liver is a central hub for systemic metabolic homeostasis. Liver tissue is spatially structured, with hepatocytes operating in repeating lobules, and sub-lobule zones performing distinct functions. The liver is also subject to extensive tempo ...

NATURE RESEARCH2021

Statistical inference with a manifold-constrained RNA velocity model uncovers cell cycle speed modulations

Maxine Leonardi, Alessandro Valente, Felix Naef, Gioele La Manno, Irina Khven, Alex Russell Lederer, Colas Noé Droin, Lorenzo Talamanca, Albert Dominguez Mantes, Antonio Herrera Camacho

Across biological systems, cells undergo coordinated changes in gene expression, resulting in transcriptome dynamics that unfold within a low-dimensional manifold. While low-dimensional dynamics can be extracted using RNA velocity, these algorithms can be ...

Nature Publishing Group2024