Genomics-assisted characterization of a breeding collection of Apios americana, an edible tuberous legume
Open Access
- 10 October 2016
- journal article
- research article
- Published by Springer Nature in Scientific Reports
- Vol. 6 (1) , 34908
Abstract
For species with potential as new crops, rapid improvement may be facilitated by new genomic methods. Apios (Apios americana Medik.), once a staple food source of Native American Indians, produces protein-rich tubers, tolerates a wide range of soils, and symbiotically fixes nitrogen. We report the first high-quality de novo transcriptome assembly, an expression atlas, and a set of 58,154 SNP and 39,609 gene expression markers (GEMs) for characterization of a breeding collection. Both SNPs and GEMs identify six genotypic clusters in the collection. Transcripts mapped to the Phaseolus vulgaris genome–another phaseoloid legume with the same chromosome number–provide provisional genetic locations for 46,852 SNPs. Linkage disequilibrium decays within 10 kb (based on the provisional genetic locations), consistent with outcrossing reproduction. SNPs and GEMs identify more than 21 marker-trait associations for at least 11 traits. This study demonstrates a holistic approach for mining plant collections to accelerate crop improvement.Keywords
This publication has 58 references indexed in Scilit:
- An RNA-Seq Transcriptome Analysis of Orthophosphate-Deficient White Lupin Reveals Novel Insights into Phosphorus Acclimation in PlantsPlant Physiology, 2012
- SnRK2 Protein Kinases—Key Regulators of Plant Response to Abiotic StressesOMICS: A Journal of Integrative Biology, 2011
- RSEM: accurate transcript quantification from RNA-Seq data with or without a reference genomeBMC Bioinformatics, 2011
- Defining the Transcriptome Assembly and Its Use for Genome Dynamics and Transcriptome Profiling Studies in Pigeonpea (Cajanus cajan L.)DNA Research, 2011
- GCTA: A Tool for Genome-wide Complex Trait AnalysisThe American Journal of Human Genetics, 2011
- Mixed linear model approach adapted for genome-wide association studiesNature Genetics, 2010
- High-throughput SNP discovery through deep resequencing of a reduced representation library to anchor and orient scaffolds in the soybean whole genome sequenceBMC Genomics, 2010
- Application of Association Mapping to Understanding the Genetic Diversity of Plant Germplasm ResourcesInternational Journal of Plant Genomics, 2008
- Identification of Two Protein Kinases Required for Abscisic Acid Regulation of Seed Germination, Root Growth, and Gene Expression in ArabidopsisThe Plant Cell, 2007
- Impacts of genetic bottlenecks on soybean genome diversityProceedings of the National Academy of Sciences, 2006