Genome-wide association study in European beech (Fagus sylvatica L.) for drought stress traits
Tost, M.; Grigoriadou-Zormpa, O.; Wilhelmi, S.; Mueller, M.; Wildhagen, H.; Curtu, A. L.; Beissinger, T.; Gailing, O.
Show abstract
Forest tree breeding is an extremely long and tedious process. To study the genetic architecture of polygenic traits in long-lived species such as forest trees, costly field experiments are implemented. Phenotypic data on traits, that are measured at maturity, are only available after a long time and juvenile-mature correlations are often unknown. Genome-wide association studies (GWAS) aim to identify loci associated with drought stress, tree physiology, growth or wood quality traits, which could be prioritized in breeding programs. Genotypic and phenotypic data were collected from approximately 100 adult beech trees per stand in five locations in the South-Eastern Romanian Carpathians along an altitudinal gradient associated with precipitation and temperature. We performed GWAS using PLINK to identify SNP markers associated with traits related to drought stress. A total of 121 markers on eight chromosomes were identified as being associated with stomatal density. Sixty-four markers are located on chromosome 10 in a region spreading from [~]4.89 to 13.67 Mb. There are five genes in this region that are thought to play a role in controlling stomatal density. All markers within this region exhibit similar allele frequencies, which are correlated with stomatal density and the altitudinal gradient of the stands. We assume this entire region is jointly involved in local adaptation to drought stress. We identified one interesting candidate SNP associated with leaf nitrogen content. Two SNP markers were identified as being significantly associated with {delta}13C as measure of intrinsic water use efficiency. Additionally, signals of significant polygenic selection for {delta}13C were observed.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Genome-wide association and prediction study in grapevine deciphers the genetic architecture of multiple traits and identifies genes under many new QTLs 95%
- The Genetic Architecture of Leaf Stable Carbon Isotope Composition in Zea mays and the Effect of Transpiration Efficiency on Elemental Accumulation 95%
- Genetic Mapping in Autohexaploid Sweet Potato with Low-coverage NGS-based Genotyping Data 95%
Similar papers in this journal
Similar papers in this journal
- High-throughput field phenotyping reveals that selection in breeding has affected the phenology and temperature response of wheat in the stem elongation phase 96%
- Temperature response of wheat affects final height and the timing of stem elongation under field conditions 96%
- Temporal dynamics of QTL effects on vegetative growth in Arabidopsis thaliana 96%
Similar papers in this journal
- The recombination landscape and multiple QTL mapping in a Solanum tuberosum cv. 'Atlantic'-derived F1 population 95%
- Development of first linkage map for Silphium integrifolium (Asteraceae) enables identification of sporophytic self-incompatibility locus 94%
- Quantitative genetic architecture of adaptive phenology traits in the deciduous tree, Populus trichocarpa (Torr. & Gray). 94%
Similar papers in this journal
- Upregulation of C4 characteristics does not consistently improve photosynthetic performance in intraspecific hybrids of a grass 95%
- Deciphering the genetic basis of wheat seminal root anatomy uncovers ancestral axial conductance alleles 94%
- Genome-wide association study, network analysis, and reverse genetics pinpoint novel genes associated with seedling root growth variation of Arabidopsis thaliana under drought 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.