ArticlePloS one2018
Ultra-high-throughput DArTseq-based silicoDArT and SNP markers for genomic studies in macadamia.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers.
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50 citing papers in PubMed, 108 citations in OpenAlex.
- Comparison of Heterozygosity and Genetic Diversity Between Wild and Domesticated Macadamia.Biology · 2026Article
- Genome-wide characterization of genetic diversity and population structure of the Chilean Mapuche fowl using DArTseq SNP markers.Poultry science · 2026Article
- Ex Situ Diversity of Sorghum bicolor (L.) moench collections and derived wide crosses (sorghum x maize) based on DArTSeq markers.BMC genomics · 2026Article
- Investigating morphological and biological reproductive traits in self-fertile and -infertile macadamia cultivars.BMC plant biology · 2026Article
- Genome-wide assessment of genetic diversity and population structure of Capsicum in Southwestern Colombia using DArTseq markers.PloS one · 2026Article
- Multi-environment evaluation identifies high-yielding and stable winged bean (Frontiers in plant science · 2026Article
- Using Genome-Wide Association Studies to Reveal DArTseq and SNP Loci Associated with Agronomic Traits and Yield in Maize.Current issues in molecular biology · 2025Article
- Evaluating Kinship Estimation Methods for Reduced-Representation SNP Data in Non-model Species.Molecular ecology resources · 2025Article
- Plastomic insights into the genetic variation and phylogenetic relationships of Macadamia.Scientific reports · 2025Article
- Genome-wide association studies revealed partial genetic links between early vigour and precocity in macadamia.Horticulture research · 2025Article
- Exploring Genetic Diversity and Population Structure of Australian Passion Fruit Germplasm.Biotech (Basel (Switzerland)) · 2025Article
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- Genotyping by sequencing; a strategy for identification and mapping of induced mutation in newly developed wheat mutant lines.Functional & integrative genomics · 2024Article
- Effect of Chromosomal Localization of NGS-Based Markers on Their Applicability for Analyzing Genetic Variation and Population Structure of Hexaploid Triticale.International journal of molecular sciences · 2024Article
- DArTseq-Based, High-Throughput Identification of Novel Molecular Markers for the Detection of Blackleg (International journal of molecular sciences · 2024Article
- A genomic toolkit for winged bean Psophocarpus tetragonolobus.Nature communications · 2024Article
- Effectiveness of DArTseq markers application in genetic diversity and population structure of indigenous chickens in Eastern Province of Rwanda.BMC genomics · 2024Article
- Analysis of phylogenetic relationships inFrontiers in plant science · 2024Article
- Genomic prediction for rust resistance in pea.Frontiers in plant science · 2024Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Macadamia (Macadamia integrifolia, M. tetraphylla and hybrids) is an Australian native nut crop and has a significant economic value in the food industries worldwide. Long juvenility along with traditional breeding strategies impede quick genetic improvement of this crop. The existing cultivars constitute only second to fourth generation of the wild germplasm in the rainforest. The utilisation of molecular markers for genomic selection and genome-wide association studies may accelerate genetic gains. Identification of a robust, reproducible, and cost-effective marker system is instrumental in increasing the efficiency of genomic studies. This study is the first to report the potential of two ultra-high-throughput diversity array technology (DArT) markers (silicoDArT and SNP) in macadamia. Both markers were used to identify the genetic diversity and population structure in 80 macadamia cultivars. Parentage analysis of 25 scions in a rootstock trial was conducted to confirm plant identity where recorded identities did not corroborate with phenotypic field observations. A total of 22,280 silicoDArT and 7,332 SNP markers were reported, of which 11,526 silicoDArT and 3,956 SNP markers were used for analyses after screening with quality control parameters including >95% call rate, >95% reproducibility, and >0.05 one ratio. The average polymorphic information content (PIC) values of silicoDArT and SNP markers were 0.29 and 0.21, respectively. Genetic variance among the cultivars ranged from 0.003 to 0.738 in silicoDArT and 0.004 to 0.412 in SNP markers. Four distinct population groups were identified from SNP data analysis. Most of the accessions used in this study were descended from two or more populations. Cluster analysis clearly separated genotypes of distinct origins, such as the Hawaii Agricultural Experiment Station and Hidden Valley Plantation accessions. Two wild accessions of Macadamia jansenii and M. ternifolia were found to be distantly related to the cultivars. Wild germplasm individuals and their hybrids with cv. '660' formed separate clusters, suggesting that crossing between wild and cultivated genepools can extend genetic diversity. DArTseq-based SNP markers were successfully utilized to confirm the genetic identity of 25 scions in a rootstock trial. Our study suggests that DArT platforms are a robust system for the facilitation of genomic studies with regard to macadamia.
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