A central problem when studying adaptation to a new environment is the interplay between genetic variation and phenotypic plasticity. Arabidopsis thaliana has colonized a wide range of habitats across the world and it is therefore an attractive model for studying the genetic mechanisms underlying environmental adaptation 4,5. Here, we used publicly available data from two collections of A. thaliana accessions, covering the native range of the species, to identify loci associated with differences in climates at the sampling sites. To address the confounding between geographic location, climate and population structure, a new genome-wide association analysis method was developed that facilitates detection of potentially adaptive loci where the alternative alleles display different tolerable climate ranges. Sixteen novel such loci, many of which contained candidate genes with amino acid changes, were found including a strong association between Chromomethylase 2 (CMT2) and variability in seasonal temperatures. The reference allele dominated in areas with less seasonal variability in temperature, and the alternative allele, which disrupts genome-wide CHH-methylation, existed in both stable and variable regions. Our results link natural variation in CMT2, and differential genome-wide CHH methylation, to the distribution of A. thaliana accessions across habitats with different seasonal temperature variability. They also suggest a role for genetic regulation of epigenetic modifications in natural adaptation, potentially through differential allelic plasticity, and illustrate the importance of re-analyses of existing data using new analytical methods to obtain a more complete understanding of the mechanisms contributing to adaptation.
Comment: Rewrite to improve clarity of presentation. Results unchanged. 43 p, 3 main fig, 1 main table, 15 suppl fig, 2 suppl tables. Particular updates - New title - More detailed abstract and introduction - Updated results section for clarity and focus - Updated discussion connecting work to unpublished work in other research groups - Corrected typos - Updated references and acknowledgements