Natural Variation in Abiotic Stress Responsive Gene Expression and Local Adaptation to Climate in Arabidopsis thaliana

Gene expression varies widely in natural populations, yet the proximate and ultimate causes of this variation are poorly known. Understanding how variation in gene expression affects abiotic stress tolerance, fitness, and adaptation is central to the field of evolutionary genetics. We tested the hypothesis that genes with natural genetic variation in their expression responses to abiotic stress are likely to be involved in local adaptation to climate in Arabidopsis thaliana. Specifically, we compared genes with consistent expression responses to environmental stress (expression stress responsive, “eSR”) to genes with genetically variable responses to abiotic stress (expression genotype-by-environment interaction, “eGEI”). We found that on average genes that exhibited eGEI in response to drought or cold had greater polymorphism in promoter regions and stronger associations with climate than those of eSR genes or genomic controls. We also found that transcription factor binding sites known to respond to environmental stressors, especially abscisic acid responsive elements, showed significantly higher polymorphism in drought eGEI genes in comparison to eSR genes. By contrast, eSR genes tended to exhibit relatively greater pairwise haplotype sharing, lower promoter diversity, and fewer nonsynonymous polymorphisms, suggesting purifying selection or selective sweeps. Our results indicate that cis-regulatory evolution and genetic variation in stress responsive gene expression may be important mechanisms of local adaptation to climatic selective gradients.

[1]  E. Simms,et al.  The relative advantages of plasticity and fixity in different environments: when is it good for a plant to adjust? , 2002, Evolutionary Ecology.

[2]  T. Sharbel,et al.  Genetic isolation by distance in Arabidopsis thaliana: biogeography and postglacial colonization of Europe , 2000, Molecular ecology.

[3]  D. Irwin,et al.  The role of phenotypic plasticity in driving genetic evolution , 2003, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[4]  M. Purugganan,et al.  Climate envelope modelling reveals intraspecific relationships among flowering phenology, niche breadth and potential range size in Arabidopsis thaliana. , 2012, Ecology letters.

[5]  B S Weir,et al.  Estimating F-statistics. , 2002, Annual review of genetics.

[6]  K. Shinozaki,et al.  Interaction between two cis-acting elements, ABRE and DRE, in ABA-dependent expression of Arabidopsis rd29A gene in response to dehydration and high-salinity stresses. , 2003, The Plant journal : for cell and molecular biology.

[7]  Weixiong Zhang,et al.  Cis-regulatory element based targeted gene finding: genome-wide identification of abscisic acid- and abiotic stress-responsive genes in Arabidopsis thaliana , 2005, Bioinform..

[8]  J. Coyne,et al.  THE LOCUS OF EVOLUTION: EVO DEVO AND THE GENETICS OF ADAPTATION , 2007, Evolution; international journal of organic evolution.

[9]  Rachel B. Brem,et al.  Trans-acting regulatory variation in Saccharomyces cerevisiae and the role of transcription factors , 2003, Nature Genetics.

[10]  N. Moran The Evolutionary Maintenance of Alternative Phenotypes , 1992, The American Naturalist.

[11]  Jon D. Johnson,et al.  Stomatal response to vapour pressure deficit and the effect of plant water stress , 1983 .

[12]  M. Thomashow,et al.  The 5′-region of Arabidopsis thaliana cor15a has cis-acting elements that confer cold-, drought- and ABA-regulated gene expression , 1994, Plant Molecular Biology.

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

[14]  Oliver Fiehn,et al.  Natural Genetic Variation of Freezing Tolerance in Arabidopsis[W][OA] , 2006, Plant Physiology.

[15]  David N. Reznick,et al.  Adaptive versus non‐adaptive phenotypic plasticity and the potential for contemporary adaptation in new environments , 2007 .

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

[17]  Pauline C Ng,et al.  Whole genome sequencing. , 2010, Methods in molecular biology.

[18]  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.

[19]  M. Hulme,et al.  A high-resolution data set of surface climate over global land areas , 2002 .

[20]  S. Sultan,et al.  Metapopulation Structure Favors Plasticity over Local Adaptation , 2002, The American Naturalist.

[21]  Ayellet V. Segrè,et al.  Common Inherited Variation in Mitochondrial Genes Is Not Enriched for Associations with Type 2 Diabetes or Related Glycemic Traits , 2010, PLoS genetics.

[22]  John T. Lovell,et al.  Pleiotropy of FRIGIDA enhances the potential for multivariate adaptation , 2013, Proceedings of the Royal Society B: Biological Sciences.

[23]  Alicia Oshlack,et al.  Gene Regulation in Primates Evolves under Tissue-Specific Selection Pressures , 2008, PLoS genetics.

[24]  P. Wittkopp,et al.  Cis-regulatory elements: molecular mechanisms and evolutionary processes underlying divergence , 2011, Nature Reviews Genetics.

[25]  J. Hemmer-Hansen,et al.  Adaptive differences in gene expression in European flounder (Platichthys flesus) , 2007, Molecular ecology.

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

[27]  Stephen J. Tonsor,et al.  Gene function beyond the single trait: natural variation, gene effects, and evolutionary ecology in Arabidopsis thaliana , 2005 .

[28]  G. Wray The evolutionary significance of cis-regulatory mutations , 2007, Nature Reviews Genetics.

[29]  M. Choi,et al.  Over-expression of the Arabidopsis DRE/CRT-binding transcription factor DREB2C enhances thermotolerance. , 2007, Biochemical and biophysical research communications.

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

[31]  Torben Tvedebrink,et al.  Overdispersion in allelic counts and θ-correction in forensic genetics. , 2009, Theoretical population biology.

[32]  M. Geisler,et al.  A universal algorithm for genome-wide in silicio identification of biologically significant gene promoter putative cis-regulatory-elements; identification of new elements for reactive oxygen species and sucrose signaling in Arabidopsis. , 2006, The Plant journal : for cell and molecular biology.

[33]  Matthew W. Hahn,et al.  Positive Selection on a Human-Specific Transcription Factor Binding Site Regulating IL4 Expression , 2003, Current Biology.

[34]  T. Korves,et al.  Fitness Effects Associated with the Major Flowering Time Gene FRIGIDA in Arabidopsis thaliana in the Field , 2007, The American Naturalist.

[35]  Karsten M. Borgwardt,et al.  Whole-genome sequencing of multiple Arabidopsis thaliana populations , 2011, Nature Genetics.

[36]  M. Purugganan,et al.  Genome-Wide Patterns of Arabidopsis Gene Expression in Nature , 2012, PLoS genetics.

[37]  C. Alonso-Blanco,et al.  Altitudinal and Climatic Adaptation Is Mediated by Flowering Traits and FRI, FLC, and PHYC Genes in Arabidopsis1[W] , 2011, Plant Physiology.

[38]  G. A. Watterson On the number of segregating sites in genetical models without recombination. , 1975, Theoretical population biology.

[39]  K. Taylor,et al.  Genome-Wide Association , 2007, Diabetes.

[40]  S. Sim,et al.  Rapid evolution of flowering time by an annual plant in response to a climate fluctuation , 2007, Proceedings of the National Academy of Sciences.

[41]  Ziheng Yang,et al.  PAML: a program package for phylogenetic analysis by maximum likelihood , 1997, Comput. Appl. Biosci..

[42]  R. Levins Evolution in Changing Environments: Some Theoretical Explorations. (MPB-2) , 1968 .

[43]  T. Mitchell-Olds,et al.  Genetics of drought adaptation in Arabidopsis thaliana: I. Pleiotropy contributes to genetic correlations among ecological traits , 2003, Molecular ecology.

[44]  Kazuo Shinozaki,et al.  Transcriptional regulatory networks in cellular responses and tolerance to dehydration and cold stresses. , 2006, Annual review of plant biology.

[45]  Keyan Zhao,et al.  A Nonparametric Test Reveals Selection for Rapid Flowering in the Arabidopsis Genome , 2006, PLoS biology.

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

[47]  D. Heckerman,et al.  Efficient Control of Population Structure in Model Organism Association Mapping , 2008, Genetics.

[48]  R. Amasino,et al.  FLOWERING LOCUS C Encodes a Novel MADS Domain Protein That Acts as a Repressor of Flowering , 1999, Plant Cell.

[49]  Y. Fujita,et al.  Pivotal role of the AREB/ABF-SnRK2 pathway in ABRE-mediated transcription in response to osmotic stress in plants. , 2013, Physiologia plantarum.

[50]  T. Mitchell-Olds Arabidopsis thaliana and its wild relatives: a model system for ecology and evolution , 2001 .

[51]  J. Bähler,et al.  Tuning gene expression to changing environments: from rapid responses to evolutionary adaptation , 2008, Nature Reviews Genetics.

[52]  T. Juenger,et al.  Characterizing genomic variation of Arabidopsis thaliana: the roles of geography and climate , 2012, Molecular ecology.

[53]  D. Lowry Ecotypes and the controversy over stages in the formation of new species , 2012 .

[54]  F. Tajima Statistical method for testing the neutral mutation hypothesis by DNA polymorphism. , 1989, Genetics.

[55]  K. Donohue Niche construction through phenological plasticity: life history dynamics and ecological consequences. , 2005, The New phytologist.

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

[57]  D. Futuyma,et al.  The Evolution of Ecological Specialization , 1988 .

[58]  M. King,et al.  Evolution at two levels in humans and chimpanzees. , 1975, Science.

[59]  D. Botstein,et al.  Systematic changes in gene expression patterns following adaptive evolution in yeast. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[60]  Joy Bergelson,et al.  Source verification of mis-identified Arabidopsis thaliana accessions. , 2011, The Plant journal : for cell and molecular biology.

[61]  M. Shapiro,et al.  Parallel genetic origins of pelvic reduction in vertebrates , 2006, Proceedings of the National Academy of Sciences.

[62]  P. O'Brien Procedures for comparing samples with multiple endpoints. , 1984, Biometrics.

[63]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[64]  Günter P. Wagner,et al.  The gene regulatory logic of transcription factor evolution. , 2008, Trends in ecology & evolution.

[65]  T. Juenger,et al.  Intron-mediated alternative splicing of Arabidopsis P5CS1 and its association with natural variation in proline and climate adaptation , 2012, Proceedings of the National Academy of Sciences.

[66]  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.

[67]  J. L. Parra,et al.  Very high resolution interpolated climate surfaces for global land areas , 2005 .

[68]  S. Carroll,et al.  Emerging principles of regulatory evolution , 2007, Proceedings of the National Academy of Sciences.

[69]  J. Pereira,et al.  Understanding plant responses to drought - from genes to the whole plant. , 2003, Functional plant biology : FPB.

[70]  T. Juenger,et al.  Adaptations between Ecotypes and along Environmental Gradients in Panicum virgatum* , 2014, The American Naturalist.

[71]  T. Juenger,et al.  Physiological Genomics of Response to Soil Drying in Diverse Arabidopsis Accessions[W][OA] , 2012, Plant Cell.

[72]  Detlef Weigel,et al.  The Scale of Population Structure in Arabidopsis thaliana , 2010, PLoS genetics.

[73]  Rafael A Irizarry,et al.  Exploration, normalization, and summaries of high density oligonucleotide array probe level data. , 2003, Biostatistics.

[74]  Brennig James,et al.  THE UNIVERSAL ALGORITHM , 1998 .

[75]  J. Nap,et al.  Genetical genomics: the added value from segregation. , 2001, Trends in genetics : TIG.

[76]  A. Di Rienzo,et al.  Complex signatures of natural selection at the Duffy blood group locus. , 2002, American journal of human genetics.

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

[78]  Matthias H. Hoffmann,et al.  Biogeography of Arabidopsis thaliana (L.) Heynh. (Brassicaceae) , 2002 .

[79]  A. Clark,et al.  Regulatory changes underlying expression differences within and between Drosophila species , 2008, Nature Genetics.

[80]  John D. Storey The positive false discovery rate: a Bayesian interpretation and the q-value , 2003 .

[81]  P. Andolfatto,et al.  Selection, Recombination and Demographic History in Drosophila miranda , 2006, Genetics.

[82]  R. R. Samaha,et al.  Arabidopsis transcription factors: genome-wide comparative analysis among eukaryotes. , 2000, Science.

[83]  David L Stern,et al.  The Loci of Evolution: How Predictable is Genetic Evolution? , 2008, Evolution; international journal of organic evolution.

[84]  Gilles Guillot,et al.  Dismantling the Mantel tests , 2011, 1112.0651.

[85]  A. Auton,et al.  Genome-wide patterns of genetic variation in worldwide Arabidopsis thaliana accessions from the RegMap panel , 2011, Nature Genetics.

[86]  A. Whitehead,et al.  Neutral and adaptive variation in gene expression. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[87]  J. Townsend,et al.  Evolving gene expression: from G to E to GxE. , 2009, Trends in ecology & evolution.

[88]  Kazuo Shinozaki,et al.  AREB1 Is a Transcription Activator of Novel ABRE-Dependent ABA Signaling That Enhances Drought Stress Tolerance in Arabidopsis[W][OA] , 2005, The Plant Cell Online.

[89]  John K. McKay,et al.  Genetic mapping of adaptation reveals fitness tradeoffs in Arabidopsis thaliana , 2013, Proceedings of the National Academy of Sciences.

[90]  Brook T. Moyers,et al.  Effects of Genetic Perturbation on Seasonal Life History Plasticity , 2009, Science.

[91]  B. Weir,et al.  The quantitative genetics of transcription. , 2005, Trends in genetics : TIG.

[92]  R. Myers,et al.  Evolving gene/transcript definitions significantly alter the interpretation of GeneChip data , 2005, Nucleic acids research.

[93]  Jérôme Gouzy,et al.  A Gene-Phenotype Network Based on Genetic Variability for Drought Responses Reveals Key Physiological Processes in Controlled and Natural Environments , 2012, PloS one.

[94]  Cornelia I Bargmann,et al.  Comparing genomic expression patterns across species identifies shared transcriptional profile in aging , 2004, Nature Genetics.

[95]  T. Juenger,et al.  Expression Quantitative Trait Locus Mapping across Water Availability Environments Reveals Contrasting Associations with Genomic Features in Arabidopsis[C][W][OPEN] , 2013, Plant Cell.

[96]  F. Picó Demographic fate of Arabidopsis thaliana cohorts of autumn‐ and spring‐germinated plants along an altitudinal gradient , 2012 .

[97]  Kazuo Shinozaki,et al.  Identification of Cis-Acting Promoter Elements in Cold- and Dehydration-Induced Transcriptional Pathways in Arabidopsis, Rice, and Soybean , 2011, DNA research : an international journal for rapid publication of reports on genes and genomes.

[98]  Thomas E. Juenger,et al.  Genotype-by-Environment Interaction and Plasticity: Exploring Genomic Responses of Plants to the Abiotic Environment , 2013 .

[99]  D. Schluter,et al.  Genetic and developmental basis of evolutionary pelvic reduction in threespine sticklebacks , 2004, Nature.

[100]  M. Rockman,et al.  Reverse engineering the genotype–phenotype map with natural genetic variation , 2008, Nature.

[101]  Matthew W. Hahn,et al.  The evolution of transcriptional regulation in eukaryotes. , 2003, Molecular biology and evolution.

[102]  Yudong D. He,et al.  Functional Discovery via a Compendium of Expression Profiles , 2000, Cell.