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A comprehensive analysis of copy number variations in diverse apple populations

BACKGROUND: As an important source of genetic variation, copy number variation (CNV) can alter the dosage of DNA segments, which in turn may affect gene expression level and phenotype. However, our knowledge of CNV in apple is still limited. Here, we obtained high-confidence CNVs and investigated th...

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Autores principales: Xu, Jinsheng, Zhang, Weihan, Zhang, Ping, Sun, Weicheng, Han, Yuepeng, Li, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10176694/
https://www.ncbi.nlm.nih.gov/pubmed/37170226
http://dx.doi.org/10.1186/s12864-023-09347-9
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author Xu, Jinsheng
Zhang, Weihan
Zhang, Ping
Sun, Weicheng
Han, Yuepeng
Li, Li
author_facet Xu, Jinsheng
Zhang, Weihan
Zhang, Ping
Sun, Weicheng
Han, Yuepeng
Li, Li
author_sort Xu, Jinsheng
collection PubMed
description BACKGROUND: As an important source of genetic variation, copy number variation (CNV) can alter the dosage of DNA segments, which in turn may affect gene expression level and phenotype. However, our knowledge of CNV in apple is still limited. Here, we obtained high-confidence CNVs and investigated their functional impact based on genome resequencing data of two apple populations, cultivars and wild relatives. RESULTS: In this study, we identified 914,610 CNVs comprising 14,839 CNV regions (CNVRs) from 346 apple accessions, including 289 cultivars and 57 wild relatives. CNVRs summed to 71.19 Mb, accounting for 10.03% of the apple genome. Under the low linkage disequilibrium (LD) with nearby SNPs, they could also accurately reflect the population structure of apple independent of SNPs. Furthermore, A total of 3,621 genes were covered by CNVRs and functionally involved in biological processes such as defense response, reproduction and metabolic processes. In addition, the population differentiation index ([Formula: see text] ) analysis between cultivars and wild relatives revealed 127 CN-differentiated genes, which may contribute to trait differences in these two populations. CONCLUSIONS: This study was based on identification of CNVs from 346 diverse apple accessions, which to our knowledge was the largest dataset for CNV analysis in apple. Our work presented the first comprehensive CNV map and provided valuable resources for understanding genomic variations in apple. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09347-9
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spelling pubmed-101766942023-05-13 A comprehensive analysis of copy number variations in diverse apple populations Xu, Jinsheng Zhang, Weihan Zhang, Ping Sun, Weicheng Han, Yuepeng Li, Li BMC Genomics Research BACKGROUND: As an important source of genetic variation, copy number variation (CNV) can alter the dosage of DNA segments, which in turn may affect gene expression level and phenotype. However, our knowledge of CNV in apple is still limited. Here, we obtained high-confidence CNVs and investigated their functional impact based on genome resequencing data of two apple populations, cultivars and wild relatives. RESULTS: In this study, we identified 914,610 CNVs comprising 14,839 CNV regions (CNVRs) from 346 apple accessions, including 289 cultivars and 57 wild relatives. CNVRs summed to 71.19 Mb, accounting for 10.03% of the apple genome. Under the low linkage disequilibrium (LD) with nearby SNPs, they could also accurately reflect the population structure of apple independent of SNPs. Furthermore, A total of 3,621 genes were covered by CNVRs and functionally involved in biological processes such as defense response, reproduction and metabolic processes. In addition, the population differentiation index ([Formula: see text] ) analysis between cultivars and wild relatives revealed 127 CN-differentiated genes, which may contribute to trait differences in these two populations. CONCLUSIONS: This study was based on identification of CNVs from 346 diverse apple accessions, which to our knowledge was the largest dataset for CNV analysis in apple. Our work presented the first comprehensive CNV map and provided valuable resources for understanding genomic variations in apple. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-023-09347-9 BioMed Central 2023-05-11 /pmc/articles/PMC10176694/ /pubmed/37170226 http://dx.doi.org/10.1186/s12864-023-09347-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Xu, Jinsheng
Zhang, Weihan
Zhang, Ping
Sun, Weicheng
Han, Yuepeng
Li, Li
A comprehensive analysis of copy number variations in diverse apple populations
title A comprehensive analysis of copy number variations in diverse apple populations
title_full A comprehensive analysis of copy number variations in diverse apple populations
title_fullStr A comprehensive analysis of copy number variations in diverse apple populations
title_full_unstemmed A comprehensive analysis of copy number variations in diverse apple populations
title_short A comprehensive analysis of copy number variations in diverse apple populations
title_sort comprehensive analysis of copy number variations in diverse apple populations
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10176694/
https://www.ncbi.nlm.nih.gov/pubmed/37170226
http://dx.doi.org/10.1186/s12864-023-09347-9
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