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Development and Evaluation of an Axiom TM 60K SNP Array for Almond ( Prunus dulcis ).

Henri DuvalEva CoindreSebastian E Ramos-OnsinsKonstantinos G AlexiouMaría José Rubio-CabetasPedro J Martínez-GarcíaMichelle G WirthensohnAmit DhingraAnna SamarinaPere Arús
Published in: Plants (Basel, Switzerland) (2023)
A high-density single nucleotide polymorphism (SNP) array is essential to enable faster progress in plant breeding for new cultivar development. In this regard, we have developed an Axiom 60K almond SNP array by resequencing 81 almond accessions. For the validation of the array, a set of 210 accessions were genotyped and 82.8% of the SNPs were classified in the best recommended SNPs. The rate of missing data was between 0.4% and 2.7% for the almond accessions and less than 15.5% for the few peach and wild accessions, suggesting that this array can be used for peach and interspecific peach × almond genetic studies. The values of the two SNPs linked to the RMja (nematode resistance) and SK (bitterness) genes were consistent. We also genotyped 49 hybrids from an almond F2 progeny and could build a genetic map with a set of 1159 SNPs. Error rates, less than 1%, were evaluated by comparing replicates and by detection of departures from Mendelian inheritance in the F2 progeny. This almond array is commercially available and should be a cost-effective genotyping tool useful in the search for new genes and quantitative traits loci (QTL) involved in the control of agronomic traits.
Keyphrases
  • genome wide
  • high density
  • dna methylation
  • high resolution
  • copy number
  • high throughput
  • mitochondrial dna
  • gene expression
  • transcription factor
  • data analysis
  • deep learning
  • genome wide association