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Signatures of neutral evolution in exponentially growing tumors: A theoretical perspective.

Publication ,  Journal Article
Tung, H-R; Durrett, R
Published in: PLoS computational biology
February 2021

Recent work of Sottoriva, Graham, and collaborators have led to the controversial claim that exponentially growing tumors have a site frequency spectrum that follows the 1/f law consistent with neutral evolution. This conclusion has been criticized based on data quality issues, statistical considerations, and simulation results. Here, we use rigorous mathematical arguments to investigate the site frequency spectrum in the two-type model of clonal evolution. If the fitnesses of the two types are λ0 < λ1, then the site frequency spectrum is c/fα where α = λ0/λ1. This is due to the advantageous mutations that produce the founders of the type 1 population. Mutations within the growing type 0 and type 1 populations follow the 1/f law. Our results show that, in contrast to published criticisms, neutral evolution in an exponentially growing tumor can be distinguished from the two-type model using the site frequency spectrum.

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Published In

PLoS computational biology

DOI

EISSN

1553-7358

ISSN

1553-734X

Publication Date

February 2021

Volume

17

Issue

2

Start / End Page

e1008701

Related Subject Headings

  • Selection, Genetic
  • Probability
  • Ploidies
  • Neoplasms
  • Mutation
  • Models, Genetic
  • Linear Models
  • Humans
  • Genomics
  • Genome, Human
 

Citation

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Tung, H.-R., & Durrett, R. (2021). Signatures of neutral evolution in exponentially growing tumors: A theoretical perspective. PLoS Computational Biology, 17(2), e1008701. https://doi.org/10.1371/journal.pcbi.1008701
Tung, Hwai-Ray, and Rick Durrett. “Signatures of neutral evolution in exponentially growing tumors: A theoretical perspective.PLoS Computational Biology 17, no. 2 (February 2021): e1008701. https://doi.org/10.1371/journal.pcbi.1008701.
Tung H-R, Durrett R. Signatures of neutral evolution in exponentially growing tumors: A theoretical perspective. PLoS computational biology. 2021 Feb;17(2):e1008701.
Tung, Hwai-Ray, and Rick Durrett. “Signatures of neutral evolution in exponentially growing tumors: A theoretical perspective.PLoS Computational Biology, vol. 17, no. 2, Feb. 2021, p. e1008701. Epmc, doi:10.1371/journal.pcbi.1008701.
Tung H-R, Durrett R. Signatures of neutral evolution in exponentially growing tumors: A theoretical perspective. PLoS computational biology. 2021 Feb;17(2):e1008701.

Published In

PLoS computational biology

DOI

EISSN

1553-7358

ISSN

1553-734X

Publication Date

February 2021

Volume

17

Issue

2

Start / End Page

e1008701

Related Subject Headings

  • Selection, Genetic
  • Probability
  • Ploidies
  • Neoplasms
  • Mutation
  • Models, Genetic
  • Linear Models
  • Humans
  • Genomics
  • Genome, Human