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arXiv · 2603.27875

Estimating an initial telomere length distribution from the Laplace transform of its senescence times distribution

Abstract

This work follows from a previous study on the estimation of an initial distribution of telomere length from a senescence times distribution done in [10.1051/m2an/2026022, J. Olay{é}]. In this previous study, we have presented an estimation method based on the fact that our telomere shortening model can be approximated by a transport equation. This method has encouraging results, but fails to provide a good estimation when the variability of the initial telomere length distribution is too small. We improve here this method by approximating our model with an advection-diffusion equation, which allows us to better take into account the randomness of the shortening values. We show that under this approximation, there exists a simple link between the Laplace transform of the initial telomere length distribution and that of the senescence times distribution. Then, by using a numerical method for inverting Laplace transforms called Gaver-Stehfest algorithm, we exploit this link to construct a new estimator.

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BibTeXRIS

Jules Olayé. 2026-08-05. Estimating an initial telomere length distribution from the Laplace transform of its senescence times distribution. https://arxiv.org/abs/2603.27875

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