Literature DB >> 22230817

Computer simulations: tools for population and evolutionary genetics.

Sean Hoban1, Giorgio Bertorelle, Oscar E Gaggiotti.   

Abstract

Computer simulations are excellent tools for understanding the evolutionary and genetic consequences of complex processes whose interactions cannot be analytically predicted. Simulations have traditionally been used in population genetics by a fairly small community with programming expertise, but the recent availability of dozens of sophisticated, customizable software packages for simulation now makes simulation an accessible option for researchers in many fields. The in silico genetic data produced by simulations, along with greater availability of population-genomics data, are transforming genetic epidemiology, anthropology, evolutionary and population genetics and conservation. In this Review of the state-of-the-art of simulation software, we identify applications of simulations, evaluate simulator capabilities, provide a guide for their use and summarize future directions.

Mesh:

Year:  2012        PMID: 22230817     DOI: 10.1038/nrg3130

Source DB:  PubMed          Journal:  Nat Rev Genet        ISSN: 1471-0056            Impact factor:   53.242


  76 in total

1.  Estimation of past demographic parameters from the distribution of pairwise differences when the mutation rates vary among sites: application to human mitochondrial DNA.

Authors:  S Schneider; L Excoffier
Journal:  Genetics       Date:  1999-07       Impact factor: 4.562

2.  Considering evolutionary processes in conservation biology.

Authors: 
Journal:  Trends Ecol Evol       Date:  2000-07       Impact factor: 17.712

3.  Accurate prediction of genetic values for complex traits by whole-genome resequencing.

Authors:  Theo Meuwissen; Mike Goddard
Journal:  Genetics       Date:  2010-03-22       Impact factor: 4.562

Review 4.  ABC as a flexible framework to estimate demography over space and time: some cons, many pros.

Authors:  G Bertorelle; A Benazzo; S Mona
Journal:  Mol Ecol       Date:  2010-06-18       Impact factor: 6.185

5.  Sequence-level population simulations over large genomic regions.

Authors:  Clive J Hoggart; Marc Chadeau-Hyam; Taane G Clark; Riccardo Lampariello; John C Whittaker; Maria De Iorio; David J Balding
Journal:  Genetics       Date:  2007-10-18       Impact factor: 4.562

6.  Personal genomes: The case of the missing heritability.

Authors:  Brendan Maher
Journal:  Nature       Date:  2008-11-06       Impact factor: 49.962

Review 7.  Genome simulation approaches for synthesizing in silico datasets for human genomics.

Authors:  Marylyn D Ritchie; William S Bush
Journal:  Adv Genet       Date:  2010       Impact factor: 1.944

8.  Human and non-human primate genomes share hotspots of positive selection.

Authors:  David Enard; Frantz Depaulis; Hugues Roest Crollius
Journal:  PLoS Genet       Date:  2010-02-05       Impact factor: 5.917

9.  Evaluation of next generation sequencing platforms for population targeted sequencing studies.

Authors:  Olivier Harismendy; Pauline C Ng; Robert L Strausberg; Xiaoyun Wang; Timothy B Stockwell; Karen Y Beeson; Nicholas J Schork; Sarah S Murray; Eric J Topol; Samuel Levy; Kelly A Frazer
Journal:  Genome Biol       Date:  2009-03-27       Impact factor: 13.583

10.  Designing genome-wide association studies: sample size, power, imputation, and the choice of genotyping chip.

Authors:  Chris C A Spencer; Zhan Su; Peter Donnelly; Jonathan Marchini
Journal:  PLoS Genet       Date:  2009-05-15       Impact factor: 5.917

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  68 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.  SLiM: simulating evolution with selection and linkage.

Authors:  Philipp W Messer
Journal:  Genetics       Date:  2013-05-24       Impact factor: 4.562

3.  skelesim: an extensible, general framework for population genetic simulation in R.

Authors:  Christian M Parobek; Frederick I Archer; Michelle E DePrenger-Levin; Sean M Hoban; Libby Liggins; Allan E Strand
Journal:  Mol Ecol Resour       Date:  2016-11-16       Impact factor: 7.090

4.  The G-matrix Simulator Family: Software for Research and Teaching.

Authors:  Adam G Jones; Reinhard Bürger; Stevan J Arnold
Journal:  J Hered       Date:  2018-10-31       Impact factor: 2.645

5.  Genetic Simulation Resources and the GSR Certification Program.

Authors:  Bo Peng; Man Chong Leong; Huann-Sheng Chen; Melissa Rotunno; Katy R Brignole; John Clarke; Leah E Mechanic
Journal:  Bioinformatics       Date:  2019-02-15       Impact factor: 6.937

6.  POPdemog: visualizing population demographic history from simulation scripts.

Authors:  Ying Zhou; Xiaowen Tian; Brian L Browning; Sharon R Browning
Journal:  Bioinformatics       Date:  2018-08-15       Impact factor: 6.937

7.  Managing Genetic Diversity and Extinction Risk for a Rare Plains Bison (Bison bison bison) Population.

Authors:  Seth G Cherry; Jerod A Merkle; Marie Sigaud; Daniel Fortin; Greg A Wilson
Journal:  Environ Manage       Date:  2019-10-02       Impact factor: 3.266

8.  AdmixSim: A Forward-Time Simulator for Various Complex Scenarios of Population Admixture.

Authors:  Xiong Yang; Kai Yuan; Xumin Ni; Ying Zhou; Wei Guo; Shuhua Xu
Journal:  Front Genet       Date:  2020-12-03       Impact factor: 4.599

9.  Genetic simulation tools for post-genome wide association studies of complex diseases.

Authors:  Huann-Sheng Chen; Carolyn M Hutter; Leah E Mechanic; Elizabeth M Gillanders; Eric J Feuer; Christopher I Amos; Vineet Bafna; Elizabeth R Hauser; Ryan D Hernandez; Chun Li; David A Liberles; Kimberly McAllister; Jason H Moore; Dina N Paltoo; George J Papanicolaou; Bo Peng; Marylyn D Ritchie; Gabriel Rosenfeld; John S Witte
Journal:  Genet Epidemiol       Date:  2014-11-04       Impact factor: 2.135

Review 10.  Prediction and Prevention of Parasitic Diseases Using a Landscape Genomics Framework.

Authors:  Philipp Schwabl; Martin S Llewellyn; Erin L Landguth; Björn Andersson; Uriel Kitron; Jaime A Costales; Sofía Ocaña; Mario J Grijalva
Journal:  Trends Parasitol       Date:  2016-11-16
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