Weak Epistasis May Drive Adaptation in Recombining Bacteria

被引:38
作者
Arnold, Brian J. [1 ,2 ]
Gutmann, Michael U. [4 ]
Grad, Yonatan H. [3 ]
Sheppard, Samuel K. [5 ]
Corander, Jukka [6 ,7 ]
Lipsitch, Marc [1 ,2 ,3 ]
Hanage, William P. [1 ,2 ]
机构
[1] Harvard TH Chan Sch Publ Hlth, Ctr Communicable Dis Dynam, 677 Huntington Ave,Suite 506, Boston, MA 02115 USA
[2] Harvard TH Chan Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[3] Harvard TH Chan Sch Publ Hlth, Dept Immunol & Infect Dis, Boston, MA 02115 USA
[4] Univ Edinburgh, Sch Informat, Edinburgh EH8 9AB, Midlothian, Scotland
[5] Univ Bath, Dept Biol & Biochem, Bath BA2 7AY, Avon, England
[6] Univ Oslo, Dept Biostat, N-0317 Blindern, Norway
[7] Univ Helsinki, HIIT, Dept Math & Stat, FIN-00014 Helsinki, Finland
基金
美国国家卫生研究院;
关键词
multilocus selection; bacteria; homologous recombination; epistasis; approximate Bayesian computation; LINKAGE DISEQUILIBRIUM; DELETERIOUS MUTATIONS; HELICOBACTER-PYLORI; GENE INTERACTIONS; EVOLUTION; SELECTION; POPULATION; VARIANCE; EVENTS; MODEL;
D O I
10.1534/genetics.117.300662
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The impact of epistasis on the evolution of multi-locus traits depends on recombination. While sexually reproducing eukaryotes recombine so frequently that epistasis between polymorphisms is not considered to play a large role in short-term adaptation, many bacteria also recombine, some to the degree that their populations are described as "panmictic" or "freely recombining." However, whether this recombination is sufficient to limit the ability of selection to act on epistatic contributions to fitness is unknown. We quantify homologous recombination in five bacterial pathogens and use these parameter estimates in a multilocus model of bacterial evolution with additive and epistatic effects. We find that even for highly recombining species (e.g., Streptococcus pneumoniae or Helicobacter pylori), selection on weak interactions between distant mutations is nearly as efficient as for an asexual species, likely because homologous recombination typically transfers only short segments. However, for strong epistasis, bacterial recombination accelerates selection, with the dynamics dependent on the amount of recombination and the number of loci. Epistasis may thus play an important role in both the short-and long-term adaptive evolution of bacteria, and, unlike in eukaryotes, is not limited to strong effect sizes, closely linked loci, or other conditions that limit the impact of recombination.
引用
收藏
页码:1247 / 1260
页数:14
相关论文
共 81 条
[1]   Inference of the Properties of the Recombination Process from Whole Bacterial Genomes [J].
Ansari, M. Azim ;
Didelot, Xavier .
GENETICS, 2014, 196 (01) :253-+
[2]   Genetic linkage and natural selection [J].
Barton, N. H. .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2010, 365 (1552) :2559-2569
[3]   A GENERAL-MODEL FOR THE EVOLUTION OF RECOMBINATION [J].
BARTON, NH .
GENETICAL RESEARCH, 1995, 65 (02) :123-144
[4]  
Barton NH, 2004, EVOLUTION, V58, P2111
[5]   Evolution of recombination due to random dirift [J].
Barton, NH ;
Otto, SP .
GENETICS, 2005, 169 (04) :2353-2370
[6]  
BARTON NH, 1995, GENETICS, V140, P821
[7]   Genome-wide analysis of chromosomal import patterns after natural transformation of Helicobacter pylori [J].
Bubendorfer, Sebastian ;
Krebes, Juliane ;
Yang, Ines ;
Hage, Elias ;
Schulz, Thomas F. ;
Bahlawane, Christelle ;
Didelot, Xavier ;
Suerbaum, Sebastian .
NATURE COMMUNICATIONS, 2016, 7
[8]  
Bulmer M.G., 1980, The mathematical theory of quantitative genetics
[9]   EFFECT OF SELECTION ON GENETIC-VARIABILITY - SIMULATION STUDY [J].
BULMER, MG .
GENETICS RESEARCH, 1976, 28 (02) :101-117
[10]   Patterns of Gene Flow Define Species of Thermophilic Archaea [J].
Cadillo-Quiroz, Hinsby ;
Didelot, Xavier ;
Held, Nicole L. ;
Herrera, Alfa ;
Darling, Aaron ;
Reno, Michael L. ;
Krause, David J. ;
Whitaker, Rachel J. .
PLOS BIOLOGY, 2012, 10 (02)