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The number of neutral mutants in an expanding Luria-Delbrück population is approximately Fréchet

Background: A growing population of cells accumulates mutations. A single mutation early in the growth process carries forward to all descendant cells, causing the final population to have a lot of mutant cells. When the first mutation happens later in growth, the final population typically has fewe...

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Autor principal: Frank, Steven A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9945811/
https://www.ncbi.nlm.nih.gov/pubmed/36845325
http://dx.doi.org/10.12688/f1000research.127469.2
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author Frank, Steven A.
author_facet Frank, Steven A.
author_sort Frank, Steven A.
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description Background: A growing population of cells accumulates mutations. A single mutation early in the growth process carries forward to all descendant cells, causing the final population to have a lot of mutant cells. When the first mutation happens later in growth, the final population typically has fewer mutants. The number of mutant cells in the final population follows the Luria-Delbrück distribution. The mathematical form of the distribution is known only from its probability generating function. For larger populations of cells, one typically uses computer simulations to estimate the distribution. Methods: This article searches for a simple approximation of the Luria-Delbrück distribution, with an explicit mathematical form that can be used easily in calculations. Results: The Fréchet distribution provides a good approximation for the Luria-Delbrück distribution for neutral mutations, which do not cause a growth rate change relative to the original cells. Conclusions: The Fréchet distribution apparently provides a good match through its description of extreme value problems for multiplicative processes such as exponential growth.
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spelling pubmed-99458112023-02-23 The number of neutral mutants in an expanding Luria-Delbrück population is approximately Fréchet Frank, Steven A. F1000Res Brief Report Background: A growing population of cells accumulates mutations. A single mutation early in the growth process carries forward to all descendant cells, causing the final population to have a lot of mutant cells. When the first mutation happens later in growth, the final population typically has fewer mutants. The number of mutant cells in the final population follows the Luria-Delbrück distribution. The mathematical form of the distribution is known only from its probability generating function. For larger populations of cells, one typically uses computer simulations to estimate the distribution. Methods: This article searches for a simple approximation of the Luria-Delbrück distribution, with an explicit mathematical form that can be used easily in calculations. Results: The Fréchet distribution provides a good approximation for the Luria-Delbrück distribution for neutral mutations, which do not cause a growth rate change relative to the original cells. Conclusions: The Fréchet distribution apparently provides a good match through its description of extreme value problems for multiplicative processes such as exponential growth. F1000 Research Limited 2023-03-03 /pmc/articles/PMC9945811/ /pubmed/36845325 http://dx.doi.org/10.12688/f1000research.127469.2 Text en Copyright: © 2023 Frank SA https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Brief Report
Frank, Steven A.
The number of neutral mutants in an expanding Luria-Delbrück population is approximately Fréchet
title The number of neutral mutants in an expanding Luria-Delbrück population is approximately Fréchet
title_full The number of neutral mutants in an expanding Luria-Delbrück population is approximately Fréchet
title_fullStr The number of neutral mutants in an expanding Luria-Delbrück population is approximately Fréchet
title_full_unstemmed The number of neutral mutants in an expanding Luria-Delbrück population is approximately Fréchet
title_short The number of neutral mutants in an expanding Luria-Delbrück population is approximately Fréchet
title_sort number of neutral mutants in an expanding luria-delbrück population is approximately fréchet
topic Brief Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9945811/
https://www.ncbi.nlm.nih.gov/pubmed/36845325
http://dx.doi.org/10.12688/f1000research.127469.2
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