Application of whole genome re-sequencing data in the development of diagnostic DNA markers tightly linked to a disease-resistance locus for marker-assisted selection in lupin (Lupinus angustifolius).
BACKGROUND
Molecular marker-assisted breeding provides an efficient tool to develop improved crop varieties. A major challenge for the broad application of markers in marker-assisted selection is that the marker phenotypes must match plant phenotypes in a wide range of breeding germplasm. In this study, we used the legume crop species Lupinus angustifolius (lupin) to demonstrate the utility of whole genome sequencing and re-sequencing on the development of diagnostic markers for molecular plant breeding.


RESULTS
Nine lupin cultivars released in Australia from 1973 to 2007 were subjected to whole genome re-sequencing. The re-sequencing data together with the reference genome sequence data were used in marker development, which revealed 180,596 to 795,735 SNP markers from pairwise comparisons among the cultivars. A total of 207,887 markers were anchored on the lupin genetic linkage map. Marker mining obtained an average of 387 SNP markers and 87 InDel markers for each of the 24 genome sequence assembly scaffolds bearing markers linked to 11 genes of agronomic interest. Using the R gene PhtjR conferring resistance to phomopsis stem blight disease as a test case, we discovered 17 candidate diagnostic markers by genotyping and selecting markers on a genetic linkage map. A further 243 candidate diagnostic markers were discovered by marker mining on a scaffold bearing non-diagnostic markers linked to the PhtjR gene. Nine out from the ten tested candidate diagnostic markers were confirmed as truly diagnostic on a broad range of commercial cultivars. Markers developed using these strategies meet the requirements for broad application in molecular plant breeding.


CONCLUSIONS
We demonstrated that low-cost genome sequencing and re-sequencing data were sufficient and very effective in the development of diagnostic markers for marker-assisted selection. The strategies used in this study may be applied to any trait or plant species. Whole genome sequencing and re-sequencing provides a powerful tool to overcome current limitations in molecular plant breeding, which will enable plant breeders to precisely pyramid favourable genes to develop super crop varieties to meet future food demands.
Department of Agriculture and Food Western Australia, 3 Baron-Hay Court, South Perth, 6151, Australia. huaan.yang@agric.wa.gov.au.
Huaan
H
Yang
Beijing Genome Institute - Shenzhen, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China. jianjianbo@genomics.cn.
Jianbo
J
Jian
Beijing Genome Institute - Shenzhen, Beishan Industrial Zone, Yantian District, Shenzhen, 518083, China. lixuan3@genomics.cn.
Xuan
X
Li
Department of Agriculture and Food Western Australia, 3 Baron-Hay Court, South Perth, 6151, Australia. daniel.renshaw@agric.wa.gov.au.
Daniel
D
Renshaw
Department of Agriculture and Food Western Australia, 3 Baron-Hay Court, South Perth, 6151, Australia. jonathan.clements@agric.wa.gov.au.
Jonathan
J
Clements
Department of Agriculture and Food Western Australia, 3 Baron-Hay Court, South Perth, 6151, Australia. mark.sweetingham@agric.wa.gov.au.
Mark W
MW
Sweetingham
State Agricultural Biotechnology Centre, Murdoch University, Murdoch, 6150, Australia. Cong.Tan@murdoch.edu.au.
Cong
C
Tan
Department of Agriculture and Food Western Australia, 3 Baron-Hay Court, South Perth, 6151, Australia. chengdao.li@agric.wa.gov.au.|State Agricultural Biotechnology Centre, Murdoch University, Murdoch, 6150, Australia. chengdao.li@agric.wa.gov.au.
Chengdao
C
Li
D001315:Australia; D002874:Chromosome Mapping; D057225:Data Mining; D060467:Disease Resistance / Q000235:genetics*; D017343:Genes, Plant; D008040:Genetic Linkage; D056426:Genetic Loci; D005819:Genetic Markers; D018745:Genome, Plant; D005838:Genotype; D054643:INDEL Mutation / Q000235:genetics; D031297:Lupinus / Q000235:genetics*; D010935:Plant Diseases / Q000235:genetics*; D016133:Polymerase Chain Reaction; D020641:Polymorphism, Single Nucleotide / Q000235:genetics; D015203:Reproducibility of Results; D017422:Sequence Analysis, DNA / Q000379:methods*
D005819:Genetic Markers