ArticleHorticulture research2020
Turbocharging introgression breeding of perennial fruit crops: a case study on apple.
Article in Horticulture research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 35 citations in OpenAlex.
- Natural variations in MdBPM2/MdRGLG3-MdNAC83 network controlling the quantitative segregation of apple fruit storability.Journal of integrative plant biology · 2026Article
- Evaluation of genomic and phenomic prediction for application in apple breeding.BMC plant biology · 2025Article
- Multi-omics analyzes of Rosa gigantea illuminate tea scent biosynthesis and release mechanisms.Nature communications · 2024Article
- Genomic selection for crop improvement in fruits and vegetables: a systematic scoping review.Molecular breeding : new strategies in plant improvement · 2024Article
- Genomewide selection for fruit quality traits in apple: breeding insights gained from prediction and postdiction.Horticulture research · 2023Article
- Quantitative Traits of Interest in Apple Breeding and Their Implications for Selection.Plants (Basel, Switzerland) · 2023Article
- Editorial: Harnessing genebanks: High-throughput phenotyping and genotyping of crop wild relatives and landraces.Frontiers in plant science · 2023Article
- A bulked segregant analysis tool for out-crossing species (BSATOS) and QTL-based genomics-assisted prediction of complex traits in apple.Journal of advanced research · 2022Article
- Genomic selection in tropical perennial crops and plantation trees: a review.Molecular breeding : new strategies in plant improvement · 2022Review
- Using Genomic Selection to Develop Performance-Based Restoration Plant Materials.International journal of molecular sciences · 2022Review
- Root Breeding in the Post-Genomics Era: From Concept to Practice in Apple.Plants (Basel, Switzerland) · 2022Review
- Combining genetic resources and elite material populations to improve the accuracy of genomic prediction in apple.G3 (Bethesda, Md.) · 2022Article
- Multi-environment genomic prediction for soluble solids content in peach (Frontiers in plant science · 2022Article
- Inheritance of Yield Components and Morphological Traits in Avocado cv. Hass From "Criollo" "Elite Trees"Frontiers in plant science · 2022Article
- GWAS provides new insights into the genetic mechanisms of phytochemicals production and red skin colour in apple.Horticulture research · 2022Article
- Harnessing multivariate, penalized regression methods for genomic prediction and QTL detection of drought-related traits in grapevine.G3 (Bethesda, Md.) · 2021Article
- Genomic Selection in Sugarcane: Current Status and Future Prospects.Frontiers in plant science · 2021Review
- The apple REFPOP-a reference population for genomics-assisted breeding in apple.Horticulture research · 2020Article
- Inheritance of Rootstock Effects in Avocado (Frontiers in plant science · 2020Article
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The allelic diversity of primitive germplasm of fruit crops provides a useful resource for introgressing novel genes to meet consumer preferences and environmental challenges. Pre-breeding facilitates the identification of novel genetic variation in the primitive germplasm and expedite its utilisation in cultivar breeding programmes. Several generations of pre-breeding could be required to minimise linkage drag from the donor parent and to maximise the genomic content of the recipient parent. In this study we investigated the potential of genomic selection (GS) as a tool for rapid background selection of parents for the successive generation. A diverse set of 274 accessions was genotyped using random-tag genotyping-by-sequencing, and phenotyped for eight fruit quality traits. The relationship between 'own phenotypes' of 274 accessions and their general combining ability (GCA) was also examined. Trait heritability influenced the strength of correspondence between own phenotype and the GCA. The average (across eight traits) accuracy of predicting own phenotype was 0.70, and the correlations between genomic-predicted own phenotype and GCA were similar to the observed correlations. Our results suggest that genome-assisted parental selection (GAPS) is a credible alternative to phenotypic parental selection, so could help reduce the generation interval to allow faster accumulation of favourable alleles from donor and recipient parents.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.