ArticleBMC genomics2015
The distribution and impact of common copy-number variation in the genome of the domesticated apple, Malus x domestica Borkh.
Article in BMC genomics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Fine-mapping, candidate gene identification, and marker development for the apple scab resistance gene Rvi2.Journal of experimental botany · 2026Article
- Population-level gene copy number variations reveal distinct genetic properties of different Malus species.BMC genomics · 2025Article
- A Systematic Review of the Advances and New Insights into Copy Number Variations in Plant Genomes.Plants (Basel, Switzerland) · 2025Review
- Article
- Skin Color in Apple Fruit (Epigenomes · 2020Review
- A comprehensive genomic scan reveals gene dosage balance impacts on quantitative traits inProceedings of the National Academy of Sciences of the United States of America · 2019Article
- Copy number variation and disease resistance in plants.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2017Review
- Article
- Article
- Karyotypic features including organizations of the 5S, 45S rDNA loci and telomeres ofComparative cytogenetics · 2016Article
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4 authors.
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Abstract
backgroundCopy number variation (CNV) is a common feature of eukaryotic genomes, and a growing body of evidence suggests that genes affected by CNV are enriched in processes that are associated with environmental responses. Here we use next generation sequence (NGS) data to detect copy-number variable regions (CNVRs) within the Malus x domestica genome, as well as to examine their distribution and impact.
methodsCNVRs were detected using NGS data derived from 30 accessions of M. x domestica analyzed using the read-depth method, as implemented in the CNVrd2 software. To improve the reliability of our results, we developed a quality control and analysis procedure that involved checking for organelle DNA, not repeat masking, and the determination of CNVR identity using a permutation testing procedure.
resultsOverall, we identified 876 CNVRs, which spanned 3.5 % of the apple genome. To verify that detected CNVRs were not artifacts, we analyzed the B- allele-frequencies (BAF) within a single nucleotide polymorphism (SNP) array dataset derived from a screening of 185 individual apple accessions and found the CNVRs were enriched for SNPs having aberrant BAFs (P < 1e-13, Fisher's Exact test). Putative CNVRs overlapped 845 gene models and were enriched for resistance (R) gene models (P < 1e-22, Fisher's exact test). Of note was a cluster of resistance gene models on chromosome 2 near a region containing multiple major gene loci conferring resistance to apple scab.
conclusionWe present the first analysis and catalogue of CNVRs in the M. x domestica genome. The enrichment of the CNVRs with R gene models and their overlap with gene loci of agricultural significance draw attention to a form of unexplored genetic variation in apple. This research will underpin further investigation of the role that CNV plays within the apple genome.
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