Estimation of species divergence times in presence of cross-species gene flow

被引:14
|
作者
Tiley, George P. [1 ]
Flouri, Tomas [2 ]
Jiao, Xiyun [2 ,3 ]
Poelstra, Jelmer W. [1 ]
Xu, Bo [4 ]
Zhu, Tianqi [5 ,6 ]
Rannala, Bruce [7 ]
Yoder, Anne D. [1 ]
Yang, Ziheng [2 ]
机构
[1] Duke Univ, Dept Biol, Durham, NC 27708 USA
[2] UCL, Dept Genet Evolut & Environm, London WC1E 6BT, England
[3] China Southern Univ Sci & Technol, Dept Stat & Data Sci, Shenzhen, Guangdong, Peoples R China
[4] Chinese Acad Sci, Beijing Inst Genom, Beijing 100101, Peoples R China
[5] Chinese Acad Sci, Acad Math & Syst Sci, Natl Ctr Math & Interdisciplinary Sci, Beijing, Peoples R China
[6] Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Random Complex Struct & Data Sci, Beijing, Peoples R China
[7] Univ Calif Davis, Dept Evolut & Ecol, Davis, CA USA
基金
英国生物技术与生命科学研究理事会;
关键词
ANCESTRAL POPULATION SIZES; PHYLOGENOMIC DATA SETS; BAYESIAN-INFERENCE; SEQUENCE; TREE; INTROGRESSION; MODEL; SPECIATION; DISCORDANCE; MIGRATION;
D O I
10.1093/sysbio/syad015
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cross-species introgression can have significant impacts on phylogenomic reconstruction of species divergence events. Here, we used simulations to show how the presence of even a small amount of introgression can bias divergence time estimates when gene flow is ignored in the analysis. Using advances in analytical methods under the multispecies coalescent (MSC) model, we demonstrate that by accounting for incomplete lineage sorting and introgression using large phylogenomic data sets this problem can be avoided. The multispecies-coalescent-with-introgression (MSci) model is capable of accurately estimating both divergence times and ancestral effective population sizes, even when only a single diploid individual per species is sampled. We characterize some general expectations for biases in divergence time estimation under three different scenarios: 1) introgression between sister species, 2) introgression between non-sister species, and 3) introgression from an unsampled (i.e., ghost) outgroup lineage. We also conducted simulations under the isolation-with-migration (IM) model and found that the MSci model assuming episodic gene flow was able to accurately estimate species divergence times despite high levels of continuous gene flow. We estimated divergence times under the MSC and MSci models from two published empirical datasets with previous evidence of introgression, one of 372 target-enrichment loci from baobabs (Adansonia), and another of 1000 transcriptome loci from 14 species of the tomato relative, Jaltomata. The empirical analyses not only confirm our findings from simulations, demonstrating that the MSci model can reliably estimate divergence times but also show that divergence time estimation under the MSC can be robust to the presence of small amounts of introgression in empirical datasets with extensive taxon sampling. [divergence time; gene flow; hybridization; introgression; MSci model; multispecies coalescent]
引用
下载
收藏
页码:820 / 836
页数:17
相关论文
共 50 条
  • [1] The Impact of Cross-Species Gene Flow on Species Tree Estimation
    Jiao Xiyun
    Tomas, Flouri
    Bruce, Rannala
    Yang Ziheng
    HUMAN HEREDITY, 2021, 85 (02) : 81 - 81
  • [2] The Impact of Cross-Species Gene Flow on Species Tree Estimation
    Jiao, Xiyun
    Flouri, Tomas
    Rannala, Bruce
    Yang, Ziheng
    SYSTEMATIC BIOLOGY, 2020, 69 (05) : 830 - 847
  • [3] Cross-species gene normalization by species inference
    Wei, Chih-Hsuan
    Kao, Hung-Yu
    BMC BIOINFORMATICS, 2011, 12
  • [4] Cross-species gene normalization by species inference
    Chih-Hsuan Wei
    Hung-Yu Kao
    BMC Bioinformatics, 12
  • [5] Multispecies coalescent and its applications to infer species phylogenies and cross-species gene flow
    Jiao, Xiyun
    Flouri, Tomas
    Yang, Ziheng
    NATIONAL SCIENCE REVIEW, 2021, 8 (12)
  • [6] Multispecies coalescent and its applications to infer species phylogenies and cross-species gene flow
    Xiyun Jiao
    Tomá■ Flouri
    Ziheng Yang
    National Science Review, 2021, 8 (12) : 86 - 103
  • [7] Cross-species interference of gene expression
    de Bruijn, Irene
    Verhoeven, Koen J. F.
    NATURE COMMUNICATIONS, 2018, 9
  • [8] Cross-species interference of gene expression
    Irene de Bruijn
    Koen J. F. Verhoeven
    Nature Communications, 9
  • [9] Consistent divergence times and allele sharing measured from cross-species application of SNP chips developed for three domestic species
    Miller, J. M.
    Kijas, J. W.
    Heaton, M. P.
    McEwan, J. C.
    Coltman, D. W.
    MOLECULAR ECOLOGY RESOURCES, 2012, 12 (06) : 1145 - 1150
  • [10] Divergence in cis-regulatory networks: taking the 'species' out of cross-species analysis
    Zinzen, Robert P.
    Furlong, Eileen E. M.
    GENOME BIOLOGY, 2008, 9 (11) : 240