treeducken: An R package for simulating cophylogenetic systems

被引:3
作者
Dismukes, Wade [1 ]
Heath, Tracy A. [1 ]
机构
[1] Iowa State Univ, Dept Ecol Evolut & Organismal Biol, Ames, IA 50011 USA
来源
METHODS IN ECOLOGY AND EVOLUTION | 2021年 / 12卷 / 08期
基金
美国国家科学基金会;
关键词
bioinformatics; community ecology; evolutionary biology; macroevolution; molecular evolution; Phylogenetics; software; species interactions; GENE TREES; RECONSTRUCTION; PHYLOGENY; LOCUS;
D O I
10.1111/2041-210X.13625
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
1. Cophylogenetic methods describe discordance between non-independent phylogenies. 2. Simulation is necessary for testing cophylogenetic methods, but few simulators exist that are capable of generating data under explicit and biologically meaningful models. 3. We present an R package, treeducken, for simulating host-symbiont evolution and gene-tree-species-tree evolution. 4. treeducken provides a straightforward and reproducible interface for simulating cophylogenetic data. This allows easier performance testing of methods and has potential applications in machine learning (ML) and approximate Bayesian computation (ABC) approaches.
引用
收藏
页码:1358 / 1364
页数:7
相关论文
共 32 条
  • [1] Host shift and cospeciation rate estimation from co-phylogenies
    Alcala, Nicolas
    Jenkins, Tania
    Christe, Philippe
    Vuilleumier, Severine
    [J]. ECOLOGY LETTERS, 2017, 20 (08) : 1014 - 1024
  • [2] Random Tanglegram Partitions (Random TaPas): An Alexandrian Approach to the Cophylogenetic Gordian Knot
    Antonio Balbuena, Juan
    Perez-Escobar, Oscar Alejandro
    Llopis-Belenguer, Cristina
    Blasco-Costa, Isabel
    [J]. SYSTEMATIC BIOLOGY, 2020, 69 (06) : 1212 - 1230
  • [3] Cophylogeny Reconstruction via an Approximate Bayesian Computation
    Baudet, C.
    Donati, B.
    Sinaimeri, B.
    Crescenzi, P.
    Gautier, C.
    Matias, C.
    Sagot, M. -F.
    [J]. SYSTEMATIC BIOLOGY, 2015, 64 (03) : 416 - 431
  • [4] Bayesian Inference of Ancestral Host-Parasite Interactions under a Phylogenetic Model of Host Repertoire Evolution
    Braga, Mariana P.
    Landis, Michael J.
    Nylin, Soren
    Janz, Niklas
    Ronquist, Fredrik
    [J]. SYSTEMATIC BIOLOGY, 2020, 69 (06) : 1149 - 1162
  • [5] Brooks D.R., 1991, PHYLOGENY ECOLOGY BE
  • [6] Jungles: a new solution to the host/parasite phylogeny reconciliation problem
    Charleston, MA
    [J]. MATHEMATICAL BIOSCIENCES, 1998, 149 (02) : 191 - 223
  • [7] Jane: a new tool for the cophylogeny reconstruction problem
    Conow, Chris
    Fielder, Daniel
    Ovadia, Yaniv
    Libeskind-Hadas, Ran
    [J]. ALGORITHMS FOR MOLECULAR BIOLOGY, 2010, 5
  • [8] Cospeciation vs host-shift speciation: methods for testing, evidence from natural associations and relation to coevolution
    de Vienne, D. M.
    Refregier, G.
    Lopez-Villavicencio, M.
    Tellier, A.
    Hood, M. E.
    Giraud, T.
    [J]. NEW PHYTOLOGIST, 2013, 198 (02) : 347 - 385
  • [9] RcppArmadillo: Accelerating R with high-performance C plus plus linear algebra
    Eddelbuettel, Dirk
    Sanderson, Conrad
    [J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2014, 71 : 1054 - 1063
  • [10] Stochastic properties of generalised Yule models, with biodiversity applications
    Gernhard, Tanja
    Hartmann, Klaas
    Steel, Mike
    [J]. JOURNAL OF MATHEMATICAL BIOLOGY, 2008, 57 (05) : 713 - 735