Genetic mapping of adaptation reveals fitness tradeoffs in Arabidopsis thaliana

Significance Adaptation to local environmental conditions is common, but the genetic mechanisms of adaptation are poorly known. We produced recombinant inbred lines (RILs) of the model plant Arabidopsis thaliana by crossing populations that inhabit drastically different climates in Sweden and Italy, grew the RILs at the parental sites for 3 y, and genetically mapped quantitative trait loci (QTL) for fitness. The results demonstrate that surprisingly few QTL explain much of the adaptive divergence between the two plant populations. Moreover, we find strong evidence for tradeoffs (i.e., adaptation to one environment reduces performance elsewhere). The results shed light on processes governing the evolution of biological diversity and the potential for adaptive evolution in response to environmental change. Organisms inhabiting different environments are often locally adapted, and yet despite a considerable body of theory, the genetic basis of local adaptation is poorly understood. Unanswered questions include the number and effect sizes of adaptive loci, whether locally favored loci reduce fitness elsewhere (i.e., fitness tradeoffs), and whether a lack of genetic variation limits adaptation. To address these questions, we mapped quantitative trait loci (QTL) for total fitness in 398 recombinant inbred lines derived from a cross between locally adapted populations of the highly selfing plant Arabidopsis thaliana from Sweden and Italy and grown for 3 consecutive years at the parental sites (>40,000 plants monitored). We show that local adaptation is controlled by relatively few genomic regions of small to modest effect. A third of the 15 fitness QTL we detected showed evidence of tradeoffs, which contrasts with the minimal evidence for fitness tradeoffs found in previous studies. This difference may reflect the power of our multiyear study to distinguish conditionally neutral QTL from those that reflect fitness tradeoffs. In Sweden, but not in Italy, the local genotype underlying fitness QTL was often maladaptive, suggesting that adaptation there is constrained by a lack of adaptive genetic variation, attributable perhaps to genetic bottlenecks during postglacial colonization of Scandinavia or to recent changes in selection regime caused by climate change. Our results suggest that adaptation to markedly different environments can be achieved through changes in relatively few genomic regions, that fitness tradeoffs are common, and that lack of genetic variation can limit adaptation.

[1]  I. Pen,et al.  Geographical patterns of adaptation within a species’ range: interactions between drift and gene flow , 2006, Journal of evolutionary biology.

[2]  L. Kullman 20th Century Climate Warming and Tree-limit Rise in the Southern Scandes of Sweden , 2001, Ambio.

[3]  Andrew H. Paterson,et al.  Molecular Dissection of Complex Traits , 1997 .

[4]  T. Mitchell-Olds,et al.  Evolutionary genetics of plant adaptation. , 2011, Trends in genetics : TIG.

[5]  H. A. Orr,et al.  The Genetics of Adaptation: A Reassessment , 1992, The American Naturalist.

[6]  H. A. Orr,et al.  The genetic theory of adaptation: a brief history , 2005, Nature Reviews Genetics.

[7]  Catherine A. Rushworth,et al.  Genetic trade‐offs and conditional neutrality contribute to local adaptation , 2013, Molecular ecology.

[8]  B. Pujol,et al.  Reduced inbreeding depression after species range expansion , 2009, Proceedings of the National Academy of Sciences.

[9]  G. Quinn,et al.  Experimental Design and Data Analysis for Biologists , 2002 .

[10]  M. Nordborg,et al.  Role of FRIGIDA and FLOWERING LOCUS C in Determining Variation in Flowering Time of Arabidopsis1[w] , 2005, Plant Physiology.

[11]  D. Charlesworth,et al.  Impact of mating systems on patterns of sequence polymorphism in flowering plants , 2006, Proceedings of the Royal Society B: Biological Sciences.

[12]  H. Hoekstra,et al.  Molecular spandrels: tests of adaptation at the genetic level , 2011, Nature Reviews Genetics.

[13]  D. Schemske,et al.  Reciprocal transplants demonstrate strong adaptive differentiation of the model organism Arabidopsis thaliana in its native range. , 2012, The New phytologist.

[14]  M. Koornneef,et al.  Naturally occurring genetic variation in Arabidopsis thaliana. , 2004, Annual review of plant biology.

[15]  James B. Beck,et al.  Native range genetic variation in Arabidopsis thaliana is strongly geographically structured and reflects Pleistocene glacial dynamics , 2007, Molecular ecology.

[16]  J. Clausen,et al.  Effect of varied environments on western North American plants , 1940 .

[17]  B. Barringer,et al.  Reduced inbreeding depression in peripheral relative to central populations of a monocarpic herb , 2012, Journal of evolutionary biology.

[18]  J. Willis,et al.  Is local adaptation in Mimulus guttatus caused by trade‐offs at individual loci? , 2010, Molecular ecology.

[19]  T. Mackay,et al.  Heterogeneous selection at specific loci in natural environments in Arabidopsis thaliana. , 2003, Genetics.

[20]  M. Purugganan,et al.  Epistatic interaction between Arabidopsis FRI and FLC flowering time genes generates a latitudinal cline in a life history trait. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[21]  D. Goldstein,et al.  Which evolutionary processes influence natural genetic variation for phenotypic traits? , 2007, Nature Reviews Genetics.

[22]  Qing Zhou A Guide to QTL Mapping with R/qtl , 2010 .

[23]  M. Nordborg Linkage disequilibrium, gene trees and selfing: an ancestral recombination graph with partial self-fertilization. , 2000, Genetics.

[24]  M. Murray,et al.  All that's gold does not glitter , 2002 .

[25]  Shizhong Xu,et al.  Theoretical basis of the Beavis effect. , 2003, Genetics.

[26]  J. Goudet,et al.  GENETIC BASIS OF ADAPTATION IN ARABIDOPSIS THALIANA: LOCAL ADAPTATION AT THE SEED DORMANCY QTL DOG1 , 2012, Evolution; international journal of organic evolution.

[27]  Cole Trapnell,et al.  Ultrafast and memory-efficient alignment of short DNA sequences to the human genome , 2009, Genome Biology.

[28]  M. Rockman THE QTN PROGRAM AND THE ALLELES THAT MATTER FOR EVOLUTION: ALL THAT'S GOLD DOES NOT GLITTER , 2012, Evolution; international journal of organic evolution.

[29]  M. Koornneef,et al.  The earliest stages of adaptation in an experimental plant population: strong selection on QTLS for seed dormancy , 2010, Molecular ecology.

[30]  T. Kawecki,et al.  Conceptual issues in local adaptation , 2004 .

[31]  Richard C. Moore,et al.  Population genomics of the Arabidopsis thaliana flowering time gene network. , 2009, Molecular biology and evolution.

[32]  M. Ungerer,et al.  Relaxed selection on the CBF/DREB1 regulatory genes and reduced freezing tolerance in the southern range of Arabidopsis thaliana. , 2008, Molecular biology and evolution.

[33]  Carlos D. Bustamante,et al.  The cost of inbreeding in Arabidopsis , 2002, Nature.

[34]  K. Broman,et al.  A Guide to QTL Mapping with R/qtl , 2009 .

[35]  G. Stebbins Experimental Studies on the Nature of Species. Volume V: Biosystematics, Genetics, and Physiological Ecology of the Erythranthe Section of Mimulus.William M. Hiesey , Malcolm A. Nobs , Olle Bjorkman , 1972 .

[36]  Karl W. Broman,et al.  Comprar A Guide to QTL Mapping with R/qtl | Broman, Karl W. | 9780387921242 | Springer , 2009 .

[37]  Brian S. Yandell,et al.  A Model Selection Approach for the Identification of Quantitative Trait Loci in Experimental Crosses, Allowing Epistasis , 2002, Genetics.

[38]  Roeland E. Voorrips,et al.  Software for the calculation of genetic linkage maps , 2001 .

[39]  Joy Bergelson,et al.  References and Notes Supporting Online Material Adaptation to Climate across the Arabidopsis Thaliana Genome , 2022 .

[40]  D. Schemske,et al.  Genetic architecture of flowering time differentiation between locally adapted populations of Arabidopsis thaliana. , 2013, The New phytologist.

[41]  R. Wilson,et al.  The Complete Sequence of a Heterochromatic Island from a Higher Eukaryote , 2000, Cell.

[42]  Alex A. Pollen,et al.  The genomic basis of adaptive evolution in threespine sticklebacks , 2012, Nature.

[43]  M. Purugganan,et al.  A latitudinal cline in flowering time in Arabidopsis thaliana modulated by the flowering time gene FRIGIDA. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[44]  J. D. Fry The Evolution of Host Specialization: Are Trade-Offs Overrated? , 1996, The American Naturalist.

[45]  Joy Bergelson,et al.  Towards identifying genes underlying ecologically relevant traits in Arabidopsis thaliana , 2010, Nature Reviews Genetics.

[46]  R. Amasino Seasonal and developmental timing of flowering. , 2010, The Plant journal : for cell and molecular biology.

[47]  M. Kimura,et al.  On the probability of fixation of mutant genes in a population. , 1962, Genetics.

[48]  M. Nordborg,et al.  A Map of Local Adaptation in Arabidopsis thaliana , 2011, Science.

[49]  Hao Wu,et al.  R/qtl: QTL Mapping in Experimental Crosses , 2003, Bioinform..

[50]  Detlef Weigel,et al.  Natural Diversity in Flowering Responses of Arabidopsis thaliana Caused by Variation in a Tandem Gene Array , 2010, Genetics.

[51]  Joe Hereford,et al.  A Quantitative Survey of Local Adaptation and Fitness Trade‐Offs , 2009, The American Naturalist.

[52]  R. A. Fisher,et al.  The Genetical Theory of Natural Selection , 1931 .

[53]  Bjarni J. Vilhjálmsson,et al.  Genome-wide association study of 107 phenotypes in Arabidopsis thaliana inbred lines , 2010 .

[54]  M. Thomashow Molecular Basis of Plant Cold Acclimation: Insights Gained from Studying the CBF Cold Response Pathway1 , 2010, Plant Physiology.

[55]  T. Mitchell-Olds,et al.  STRONG SELECTION GENOME‐WIDE ENHANCES FITNESS TRADE‐OFFS ACROSS ENVIRONMENTS AND EPISODES OF SELECTION , 2014, Evolution; international journal of organic evolution.

[56]  S. J. Gilmour,et al.  Arabidopsis Transcriptional Activators CBF1, CBF2, and CBF3 have Matching Functional Activities , 2004, Plant Molecular Biology.

[57]  I. Hellmann,et al.  Massive genomic variation and strong selection in Arabidopsis thaliana lines from Sweden , 2013, Nature Genetics.

[58]  T. Mitchell-Olds,et al.  Adaptive evolution: evaluating empirical support for theoretical predictions , 2012, Nature Reviews Genetics.