Statistical power analysis of neutrality tests under demographic expansions, contractions and bottlenecks with recombination

被引:234
|
作者
Ramirez-Soriano, Anna [1 ]
Ramos-Onsins, Sebastia E. [2 ]
Rozas, Julio [2 ]
Calafell, Francesc [1 ,3 ,4 ]
Navarro, Arcadi [1 ,3 ,4 ]
机构
[1] Univ Pompeu Fabra, Dept Ciencies Salut & Vida, Barcelona 08003, Spain
[2] Univ Barcelona, Dept Genet, E-08028 Barcelona, Spain
[3] Natl Inst Bioinformat, Populat Genom Node GNV8, Barcelona, Spain
[4] CIBEREsp, Barcelona, Spain
关键词
D O I
10.1534/genetics.107.083006
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Several tests have been proposed to detect departures of nucleotide variability patterns from neutral expectations. However, very different kinds of evolutionary processes, such as selective events or demographic changes, can produce similar deviations from these tests, thus making interpretation difficult when a significant departure of neutrality is detected. Here we study the effects of demography and recombination upon neutrality tests by analyzing their power tinder sudden population expansions, sudden contractions, and bottlenecks. We evaluate tests based on the frequency spectrum of mutations and the distribution of haplotypes and explore the consequences Of using incorrect estimates of the rates of recombination when testing for neutrality. We show that tests that rely on haplotype frequencies especially F-s and Z(nS), which are based, respectively, on the number of different haplotypes and on the r(2) values between all pairs of polymorphic sites-are the most powerful for detecting expansions on nonrecombining genomic regions. Nevertheless, they are strongly affected by misestimations of recombination, so they should not be used when recombination levels are unknown. Instead, class I tests, particularly Tajima's D or R-2, are recommended.
引用
收藏
页码:555 / 567
页数:13
相关论文
共 50 条
  • [1] Recombination and the power of statistical tests of neutrality
    Wall, JD
    GENETICAL RESEARCH, 1999, 74 (01) : 65 - 79
  • [2] Power of neutrality tests to detect bottlenecks and hitchhiking
    Depaulis, F
    Mousset, S
    Veuille, M
    JOURNAL OF MOLECULAR EVOLUTION, 2003, 57 (Suppl 1) : S190 - S200
  • [3] Power of Neutrality Tests to Detect Bottlenecks and Hitchhiking
    Frantz Depaulis
    Sylvain Mousset
    Michel Veuille
    Journal of Molecular Evolution, 2003, 57 : S190 - S200
  • [4] An Investigation of the Statistical Power of Neutrality Tests Based on Comparative and Population Genetic Data
    Zhai, Weiwei
    Nielsen, Rasmus
    Slatkin, Montgomery
    MOLECULAR BIOLOGY AND EVOLUTION, 2009, 26 (02) : 273 - 283
  • [5] The power of statistical tests in meta-analysis
    Hedges, LV
    Pigott, TD
    PSYCHOLOGICAL METHODS, 2001, 6 (03) : 203 - 217
  • [6] Comparison of Statistical Tests and Power Analysis for Phosphoproteomics Data
    Ding, Lei J.
    Schluter, Hannah M.
    Szucs, Matthew J.
    Ahmad, Rushdy
    Wu, Zheyang
    Xu, Weifeng
    JOURNAL OF PROTEOME RESEARCH, 2020, 19 (02) : 572 - 582
  • [7] The power of statistical tests for moderators in meta-analysis
    Hedges, LV
    Pigott, TD
    PSYCHOLOGICAL METHODS, 2004, 9 (04) : 426 - 445
  • [8] Statistical analysis using multiple censoring scheme under partially accelerated life tests for the power Lindley distribution
    Alam, Intekhab
    Kamal, Mustafa
    Rahman, Ahmadur
    Agarwal, Trapty
    Mishra, Awakash
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2024, 15 (07) : 3424 - 3436
  • [9] Description and power analysis of two tests for detecting recent population bottlenecks from allele frequency data
    Cornuet, JM
    Luikart, G
    GENETICS, 1996, 144 (04) : 2001 - 2014
  • [10] POWER OF ANALYSIS OF COVARIANCE TESTS UNDER CONDITIONAL SPECIFICATION
    HAWKINS, DL
    HAN, CP
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 1986, 15 (02) : 323 - 343