Detecting short spatial scale local adaptation and epistatic selection in climate-related candidate genes in European beech (Fagus sylvatica) populations

被引:56
作者
Csillery, Katalin [1 ]
Lalaguee, Hadrien [1 ,2 ,3 ]
Vendramin, Giovanni G. [3 ]
Gonzalez-Martinez, Santiago C. [4 ]
Fady, Bruno [1 ]
Oddou-Muratorio, Sylvie [1 ]
机构
[1] INRA, Ecol Forestiere Mediterraneenne UR629, F-84914 Avignon, France
[2] Scuola Super Sant Anna, I-56127 Pisa, Italy
[3] CNR, Inst Bisci & Bioresources, I-50019 Florence, Italy
[4] CIFOR INIA, Forest Res Ctr, Madrid 28040, Spain
关键词
abiotic stress; budburst phenology; F-ST outlier; gene network; haplotype; Ohta's test; variance components of linkage disequilibrium; QUANTITATIVE TRAIT LOCI; LINKAGE DISEQUILIBRIUM; NUCLEOTIDE DIVERSITY; CLINAL VARIATION; DIFFERENTIATION; HISTORY; RECONSTRUCTION; DETERMINANTS; PERFORMANCE; PHENOLOGY;
D O I
10.1111/mec.12902
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Detecting signatures of selection in tree populations threatened by climate change is currently a major research priority. Here, we investigated the signature of local adaptation over a short spatial scale using 96 European beech (Fagus sylvatica L.) individuals originating from two pairs of populations on the northern and southern slopes of Mont Ventoux (south-eastern France). We performed both single and multilocus analysis of selection based on 53 climate-related candidate genes containing 546 SNPs. F-ST outlier methods at the SNP level revealed a weak signal of selection, with three marginally significant outliers in the northern populations. At the gene level, considering haplotypes as alleles, two additional marginally significant outliers were detected, one on each slope. To account for the uncertainty of haplotype inference, we averaged the Bayes factors over many possible phase reconstructions. Epistatic selection offers a realistic multilocus model of selection in natural populations. Here, we used a test suggested by Ohta based on the decomposition of the variance of linkage disequilibrium. Overall populations, 0.23% of the SNP pairs (haplotypes) showed evidence of epistatic selection, with nearly 80% of them being within genes. One of the between gene epistatic selection signals arose between an F-ST outlier and a nonsynonymous mutation in a drought response gene. Additionally, we identified haplotypes containing selectively advantageous allele combinations which were unique to high or low elevations and northern or southern populations. Several haplotypes contained nonsynonymous mutations situated in genes with known functional importance for adaptation to climatic factors.
引用
收藏
页码:4696 / 4708
页数:13
相关论文
共 55 条
  • [1] Imprints of Natural Selection Along Environmental Gradients in Phenology-Related Genes of Quercus petraea
    Alberto, Florian J.
    Derory, Jeremy
    Boury, Christophe
    Frigerio, Jean-Marc
    Zimmermann, Niklaus E.
    Kremer, Antoine
    [J]. GENETICS, 2013, 195 (02) : 495 - +
  • [2] Potential for evolutionary responses to climate change evidence from tree populations
    Alberto, Florian J.
    Aitken, Sally N.
    Alia, Ricardo
    Gonzalez-Martinez, Santiago C.
    Hanninen, Heikki
    Kremer, Antoine
    Lefevre, Francois
    Lenormand, Thomas
    Yeaman, Sam
    Whetten, Ross
    Savolainen, Outi
    [J]. GLOBAL CHANGE BIOLOGY, 2013, 19 (06) : 1645 - 1661
  • [3] BASIC LOCAL ALIGNMENT SEARCH TOOL
    ALTSCHUL, SF
    GISH, W
    MILLER, W
    MYERS, EW
    LIPMAN, DJ
    [J]. JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) : 403 - 410
  • [4] Molecular divergence in tropical tree populations occupying environmental mosaics
    Audigeos, D.
    Brousseau, L.
    Traissac, S.
    Scotti-Saintagne, C.
    Scotti, I.
    [J]. JOURNAL OF EVOLUTIONARY BIOLOGY, 2013, 26 (03) : 529 - 544
  • [5] Evaluating loci for use in the genetic analysis of population structure
    Beaumont, MA
    Nichols, RA
    [J]. PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 1996, 263 (1377) : 1619 - 1626
  • [6] Black WC, 2008, ADV EXP MED BIOL, V627, P71, DOI 10.1007/978-0-387-78225-6_6
  • [7] To what extent is altitudinal variation of functional traits driven by genetic adaptation in European oak and beech?
    Bresson, Caroline C.
    Vitasse, Yann
    Kremer, Antoine
    Delzon, Sylvain
    [J]. TREE PHYSIOLOGY, 2011, 31 (11) : 1164 - 1174
  • [8] Disentangling the Roles of History and Local Selection in Shaping Clinal Variation of Allele Frequencies and Gene Expression in Norway Spruce (Picea abies)
    Chen, Jun
    Kallman, Thomas
    Ma, Xiaofei
    Gyllenstrand, Niclas
    Zaina, Giusi
    Morgante, Michele
    Bousquet, Jean
    Eckert, Andrew
    Wegrzyn, Jill
    Neale, David
    Lagercrantz, Ulf
    Lascoux, Martin
    [J]. GENETICS, 2012, 191 (03) : 865 - U377
  • [9] Allozyme variation of Cyclobalanopsis championii (Fagaceae), a narrowly distributed species in southern Taiwan
    Cheng, YP
    Chien, CT
    Chen, HW
    Lin, TP
    [J]. JOURNAL OF HEREDITY, 2001, 92 (01) : 65 - 70
  • [10] Detecting selection along environmental gradients: analysis of eight methods and their effectiveness for outbreeding and selfing populations
    De Mita, Stephane
    Thuillet, Anne-Celine
    Gay, Laurene
    Ahmadi, Nourollah
    Manel, Stephanie
    Ronfort, Joelle
    Vigouroux, Yves
    [J]. MOLECULAR ECOLOGY, 2013, 22 (05) : 1383 - 1399