Frontiers in Plant Science · 2020 · 53 citations · 74 references
Life SciencesCrop SciencesGeneticsGenomicsPlant GeneticsPlant GenomicsCrop GenomicsGene MappingGermplasm CharacterizationOilseed Crop BreedingOilseed Crop GeneticsSeed GeneticsArtificial SelectionChromosome AssemblyCrop Domestication EvidenceCrop Genetic ResourcesElite Germplasm ScreeningSeed Genetic Variation AnalysisSeed Germplasm GenomicsSeed Size Genetics
Seed size and weight are key traits determining crop yield, which often undergo strongly artificial selection during crop domestication. Although seed sizes differ significantly between oil flax and fiber flax, the genetic basis of morphological differences and artificial selection characteristics in seed size remains largely unclear. Here we re-sequenced 200 flax cultivated accessions to generate a genome variation map based on chromosome assembly reference genomes. We provide evidence that oil flax group is the ancestor of cultivated flax, and the oil-fiber dual purpose group (OF) is the evolutionary intermediate transition state between oil and fiber flax. Genome-wide association studies (GWAS) were combined with LD Heatmap to identify candidate regions related to seed size and weight, then candidate genes were screened based on detailed functional annotations and estimation of nucleotide polymorphism effects. Using this strategy, we obtained 13 candidate genes related to seed size and weight. Selective sweeps analysis indicates human-involved selection of small seeds during the oil to fiber flax transition. Our study shows the existence of elite alleles for seed size and weight in flax germplasm and provides molecular insights into approaches for further improvement.
74
The Sequence Alignment/Map format and SAMtools
Heng Li, Alec Wysoker, Tim Fennell et al. · Bioinformatics · 2009 · 67.5K citations · Full text
Fast and accurate short read alignment with Burrows–Wheeler transform
Heng Li, Richard Durbin · Bioinformatics · 2009 · 62.8K citations · Full text
DnaSP v5: a software for comprehensive analysis of DNA polymorphism data
Pablo Librado, Julio Rozas · Bioinformatics · 2009 · 16.4K citations · Full text
Haploview: analysis and visualization of LD and haplotype maps
Jeffrey C. Barrett, Ben Fry, Julian Maller et al. · Bioinformatics · 2004 · 14.7K citations · Full text
Fast and accurate long-read alignment with Burrows–Wheeler transform
Heng Li, Richard Durbin · Bioinformatics · 2010 · 12.9K citations · Full text