Literature DB >> 23127866

An explicit transition density expansion for a multi-allelic Wright-Fisher diffusion with general diploid selection.

Matthias Steinrücken1, Y X Rachel Wang, Yun S Song.   

Abstract

Characterizing time-evolution of allele frequencies in a population is a fundamental problem in population genetics. In the Wright-Fisher diffusion, such dynamics is captured by the transition density function, which satisfies well-known partial differential equations. For a multi-allelic model with general diploid selection, various theoretical results exist on representations of the transition density, but finding an explicit formula has remained a difficult problem. In this paper, a technique recently developed for a diallelic model is extended to find an explicit transition density for an arbitrary number of alleles, under a general diploid selection model with recurrent parent-independent mutation. Specifically, the method finds the eigenvalues and eigenfunctions of the generator associated with the multi-allelic diffusion, thus yielding an accurate spectral representation of the transition density. Furthermore, this approach allows for efficient, accurate computation of various other quantities of interest, including the normalizing constant of the stationary distribution and the rate of convergence to this distribution.
Copyright © 2012 Elsevier Inc. All rights reserved.

Entities:  

Mesh:

Year:  2012        PMID: 23127866      PMCID: PMC3568258          DOI: 10.1016/j.tpb.2012.10.006

Source DB:  PubMed          Journal:  Theor Popul Biol        ISSN: 0040-5809            Impact factor:   1.570


  13 in total

1.  Likelihoods and simulation methods for a class of nonneutral population genetics models.

Authors:  P Donnelly; M Nordborg; P Joyce
Journal:  Genetics       Date:  2001-10       Impact factor: 4.562

2.  Inference on the strength of balancing selection for epistatically interacting loci.

Authors:  Erkan Ozge Buzbas; Paul Joyce; Noah A Rosenberg
Journal:  Theor Popul Biol       Date:  2011-01-26       Impact factor: 1.570

3.  Stochastic processes and distribution of gene frequencies under natural selection.

Authors:  M KIMURA
Journal:  Cold Spring Harb Symp Quant Biol       Date:  1955

4.  Non-equilibrium theory of the allele frequency spectrum.

Authors:  Steven N Evans; Yelena Shvets; Montgomery Slatkin
Journal:  Theor Popul Biol       Date:  2006-06-23       Impact factor: 1.570

5.  Exact solution of the multi-allelic diffusion model.

Authors:  G J Baxter; R A Blythe; A J McKane
Journal:  Math Biosci       Date:  2007-01-12       Impact factor: 2.144

6.  Estimation of selection intensity under overdominance by Bayesian methods.

Authors:  Erkan Ozge Buzbas; Paul Joyce; Zaid Abdo
Journal:  Stat Appl Genet Mol Biol       Date:  2009-06-30

7.  Estimation of 2Nes from temporal allele frequency data.

Authors:  Jonathan P Bollback; Thomas L York; Rasmus Nielsen
Journal:  Genetics       Date:  2008-05       Impact factor: 4.562

8.  Line-of-descent and genealogical processes, and their applications in population genetics models.

Authors:  S Tavaré
Journal:  Theor Popul Biol       Date:  1984-10       Impact factor: 1.570

9.  Simulating allele frequencies in a population and the genetic differentiation of populations under mutation pressure.

Authors:  R C Griffiths; W H Li
Journal:  Theor Popul Biol       Date:  1983-02       Impact factor: 1.570

10.  Inferring the joint demographic history of multiple populations from multidimensional SNP frequency data.

Authors:  Ryan N Gutenkunst; Ryan D Hernandez; Scott H Williamson; Carlos D Bustamante
Journal:  PLoS Genet       Date:  2009-10-23       Impact factor: 5.917

View more
  8 in total

1.  Inference Under a Wright-Fisher Model Using an Accurate Beta Approximation.

Authors:  Paula Tataru; Thomas Bataillon; Asger Hobolth
Journal:  Genetics       Date:  2015-08-26       Impact factor: 4.562

2.  Analysis and rejection sampling of Wright-Fisher diffusion bridges.

Authors:  Joshua G Schraiber; Robert C Griffiths; Steven N Evans
Journal:  Theor Popul Biol       Date:  2013-08-31       Impact factor: 1.570

3.  General triallelic frequency spectrum under demographic models with variable population size.

Authors:  Paul A Jenkins; Jonas W Mueller; Yun S Song
Journal:  Genetics       Date:  2013-11-08       Impact factor: 4.562

4.  Transition Densities and Sample Frequency Spectra of Diffusion Processes with Selection and Variable Population Size.

Authors:  Daniel Živković; Matthias Steinrücken; Yun S Song; Wolfgang Stephan
Journal:  Genetics       Date:  2015-04-14       Impact factor: 4.562

5.  SpectralTDF: transition densities of diffusion processes with time-varying selection parameters, mutation rates and effective population sizes.

Authors:  Matthias Steinrücken; Ethan M Jewett; Yun S Song
Journal:  Bioinformatics       Date:  2015-11-09       Impact factor: 6.937

6.  A NOVEL SPECTRAL METHOD FOR INFERRING GENERAL DIPLOID SELECTION FROM TIME SERIES GENETIC DATA.

Authors:  Matthias Steinrücken; Anand Bhaskar; Yun S Song
Journal:  Ann Appl Stat       Date:  2014-12       Impact factor: 2.083

7.  A numerical framework for genetic hitchhiking in populations of variable size.

Authors:  Eric Friedlander; Matthias Steinrücken
Journal:  Genetics       Date:  2022-03-03       Impact factor: 4.562

8.  Quantifying evolutionary dynamics from variant-frequency time series.

Authors:  Bhavin S Khatri
Journal:  Sci Rep       Date:  2016-09-12       Impact factor: 4.379

  8 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.