Unraveling regulatory feedback mechanisms in adult neurogenesis through mathematical modelling

Adult neurogenesis is defined as the process by which new neurons are produced from neural stem cells in the adult brain. A comprehensive understanding of the mechanisms that regulate this process is essential for the development of effective interventions aimed at decelerating the decline of adult neurogenesis associated with ageing. Mathematical models provide a valuable tool for studying the dynamics of neural stem cells and their lineage, and have revealed alterations in these processes during the ageing process. The present study draws upon experimental data to explore how these processes are modulated by investigating regulatory feedback mechanisms among neural populations through the lens of nonlinear differential equations models. Our observations indicate that the time evolution of the neural lineage is predominantly regulated by neural stem cells, with more differentiated neural populations exerting a comparatively weaker influence. Furthermore, we shed light on the manner in which different subpopulations govern these regulations and gain insights into the impact of specific perturbations on the system.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2025-07-26
DOI
https://doi.org/10.1038/s41540-025-00563-5
Citations
2
Primary Topic
Neurogenesis and neuroplasticity mechanisms
Type
article
Field-Weighted Citation Impact
2.64

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article

Unraveling regulatory feedback mechanisms in adult neurogenesis through mathematical modelling

Ana Martín-Villalba, Alexey Kazarnikov, Filip Z. Klawe, Diana-Patricia Danciu et al.
2 citations
npj Systems Biology and Applications
Neurogenesis and neuroplasticity mechanisms
2.64
article

Unraveling regulatory feedback mechanisms in adult neurogenesis through mathematical modelling

Ana Martín-Villalba, Alexey Kazarnikov, Filip Z. Klawe, Diana-Patricia Danciu, Anna Marciniak‐Czochra, Ekaterina Kostina, Laura Femmer
article en
2 citations

Abstract

Adult neurogenesis is defined as the process by which new neurons are produced from neural stem cells in the adult brain. A comprehensive understanding of the mechanisms that regulate this process is essential for the development of effective interventions aimed at decelerating the decline of adult neurogenesis associated with ageing. Mathematical models provide a valuable tool for studying the dynamics of neural stem cells and their lineage, and have revealed alterations in these processes during the ageing process. The present study draws upon experimental data to explore how these processes are modulated by investigating regulatory feedback mechanisms among neural populations through the lens of nonlinear differential equations models. Our observations indicate that the time evolution of the neural lineage is predominantly regulated by neural stem cells, with more differentiated neural populations exerting a comparatively weaker influence. Furthermore, we shed light on the manner in which different subpopulations govern these regulations and gain insights into the impact of specific perturbations on the system.

npj Systems Biology and ApplicationsVol. 11(1)
German Cancer Research Center (DE), Heidelberg University (DE)
European Commission, Deutsche Forschungsgemeinschaft, HORIZON EUROPE European Research Council
Openalex Percentile: Top 10%
Neurogenesis and neuroplasticity mechanisms
2.64
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