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Accuracy of genomic selection for growth and wood quality traits in two control-pollinated progeny trials using exome capture as the genotyping platform in Norway spruce.

Zhi-Qiang ChenJohn BaisonJin PanBo KarlssonBengt AnderssonJohan WestinMaría Rosario García-GilHarry X Wu
Published in: BMC genomics (2018)
The study indicates that GS would be efficient in reducing generation time of breeding cycle in conifer tree breeding program that requires long-term progeny testing. The sufficient number of trees within-family (16 for growth and 12 for wood quality traits) and number of SNPs (8000) are required for GS with full-sib family relationship. GS methods had little impact on GS efficiency for growth and wood quality traits. GS model should incorporate G × E effect when a strong G × E is detected.
Keyphrases
  • genome wide
  • quality improvement
  • copy number
  • high throughput
  • dna methylation
  • cell wall
  • gene expression