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

Abstract

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.

Document Details

Document Type
Pub Defense Publication
Publication Date
Nov 04, 2022
Source ID
10.12688/f1000research.127469.1

Entities

People

  • Steven Frank

Organizations

  • National Science Foundation
  • United States Department of Defense

Tags

Fields of Study

  • Mathematics

Readers

  • Breast cancer cell signaling and growth regulation.
  • Calculus or Mathematical Analysis
  • Systems Analysis and Design