Resistance to Bark Beetle Outbreak in Norway Spruce: Population Structure Analysis and Comparative Genomic Assessment of Surviving (LTS) and Randomly Selected Reference Trees
Open Access
Abstract
Norway Spruce (Picea abies (L.) H. Karst.), a timber species of significant economic and ecological importance in the Northern Hemisphere, faces increasing threats imposed by drought and bark beetle infestation intensified by ongoing climate change. Despite the extensive mortality within stands, a small proportion of mature trees remarkably survive during severe bark beetle outbreaks. Hypothesizing that bark beetle resilience is genetically determined and thus is under natural selection, we anticipated that there is a genetic variation in genome regions linked to the respective resistance in surviving trees. In the Bohemian Forest, restricted to the area of the Czech–Austrian–German border, we identified those resistant individuals, referred to as the “Last Trees Standing” (LTS). Concurrently, we collected reference samples from randomly selected individuals from natural regeneration within concerned sites (seedlings, young trees) and in adjacent unaffected stands (mature trees). Genomic data were generated on a 50K SNPs genotyping array. We conducted a population genetic study based on the Discriminant Analysis of Principal Components (DAPC) method as well as the Genome-Wide Association Study (GWAS). We identified 12 markers (SNPs) significantly associated with tree survival using this approach. Three of those SNPs are located within the genes with the known function in Arabidopsis thaliana orthologs. After further confirmation, we argue that the identified SNPs can be instrumental in identifying trees of higher resistance to bark beetle infestation.Keywords
Funding Information
- National Agency of Agriculture Research, Czech Republic (NAZV) (QK1910480, CZ.02.1.01/0.0/0.0/15_003/0000433, A_19_06 and A_21_09)
- OP RDE (QK1910480, CZ.02.1.01/0.0/0.0/15_003/0000433, A_19_06 and A_21_09)
- Internal Grant Agency FFWS CULS in Prague (QK1910480, CZ.02.1.01/0.0/0.0/15_003/0000433, A_19_06 and A_21_09)
This publication has 89 references indexed in Scilit:
- Citrus MAF1, a Repressor of RNA Polymerase III, Binds the Xanthomonas citri Canker Elicitor PthA4 and Suppresses Citrus Canker DevelopmentPlant Physiology, 2013
- adegenet 1.3-1: new tools for the analysis of genome-wide SNP dataBioinformatics, 2011
- A Robust, Simple Genotyping-by-Sequencing (GBS) Approach for High Diversity SpeciesPLOS ONE, 2011
- Combined analysis of nuclear and mitochondrial markers provide new insight into the genetic structure of North European Picea abiesHeredity, 2009
- Efficient Methods to Compute Genomic PredictionsJournal of Dairy Science, 2008
- Genetic diversity in managed subpopulations of Norway spruce [Picea abies (L.) Karst.]Forest Ecology and Management, 2006
- Local pollen dispersal and distant gene flow in Norway spruce (Picea abies [L.] Karst.)Forest Ecology and Management, 2004
- Lower planetary boundary layer profiles of atmospheric conifer pollen above a seed orchard in northern Ontario, CanadaForest Ecology and Management, 1996
- The Dilemma of Plants: To Grow or DefendThe Quarterly Review of Biology, 1992
- No Adjustments Are Needed for Multiple ComparisonsEpidemiology, 1990