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Degenerate diffusions arising from gene duplication models

Publication ,  Journal Article
Durrett, R; Popovic, L
Published in: Annals of Applied Probability
February 1, 2009

We consider two processes that have been used to study gene duplication, Watterson's [Genetics 105 (1983) 745-766] double recessive null model and Lynch and Force's [Genetics 154 (2000) 459-473] subfunctionalization model. Though the state spaces of these diffusions are two and six-dimensional, respectively, we show in each case that the diffusion stays close to a curve. Using ideas of Katzenberger [Ann. Probab. 19 (1991) 1587-1628] we show that one-dimensional projections converge to diffusion processes, and we obtain asymptotics for the time to loss of one gene copy. As a corollary we find that the probability of subfunctionalization decreases exponentially fast as the population size increases. This rigorously confirms a result Ward and Durrett [Theor. Pop. Biol. 66 (2004) 93-100] found by simulation that the likelihood of subfunctionalization for gene duplicates decays exponentially fast as the population size increases. © Institute of Mathematical Statistics, 2009.

Duke Scholars

Published In

Annals of Applied Probability

DOI

EISSN

1050-5164

ISSN

1050-5164

Publication Date

February 1, 2009

Volume

19

Issue

1

Start / End Page

15 / 48

Related Subject Headings

  • Statistics & Probability
  • 4905 Statistics
  • 4901 Applied mathematics
  • 0104 Statistics
  • 0102 Applied Mathematics
 

Citation

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Durrett, R., & Popovic, L. (2009). Degenerate diffusions arising from gene duplication models. Annals of Applied Probability, 19(1), 15–48. https://doi.org/10.1214/08-AAP530
Durrett, R., and L. Popovic. “Degenerate diffusions arising from gene duplication models.” Annals of Applied Probability 19, no. 1 (February 1, 2009): 15–48. https://doi.org/10.1214/08-AAP530.
Durrett R, Popovic L. Degenerate diffusions arising from gene duplication models. Annals of Applied Probability. 2009 Feb 1;19(1):15–48.
Durrett, R., and L. Popovic. “Degenerate diffusions arising from gene duplication models.” Annals of Applied Probability, vol. 19, no. 1, Feb. 2009, pp. 15–48. Scopus, doi:10.1214/08-AAP530.
Durrett R, Popovic L. Degenerate diffusions arising from gene duplication models. Annals of Applied Probability. 2009 Feb 1;19(1):15–48.

Published In

Annals of Applied Probability

DOI

EISSN

1050-5164

ISSN

1050-5164

Publication Date

February 1, 2009

Volume

19

Issue

1

Start / End Page

15 / 48

Related Subject Headings

  • Statistics & Probability
  • 4905 Statistics
  • 4901 Applied mathematics
  • 0104 Statistics
  • 0102 Applied Mathematics