Intricate genetic variation networks control the adventitious root growth angle in apple

Abstract Background The root growth angle (RGA) typically determines plant rooting depth, which is significant for plant anchorage and abiotic stress tolerance. Several quantitative trait loci (QTLs) for RGA have been identified in crops. However, the underlying mechanisms of the RGA remain poorly u...

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Main Authors: Caixia Zheng, Fei Shen, Yi Wang, Ting Wu, Xuefeng Xu, Xinzhong Zhang, Zhenhai Han
Format: Article
Language:English
Published: BMC 2020-12-01
Series:BMC Genomics
Subjects:
RGA
Online Access:https://doi.org/10.1186/s12864-020-07257-8
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spelling doaj-b56f0b47390944a9989aee5b23f3d1d02020-12-06T12:25:29ZengBMCBMC Genomics1471-21642020-12-0121111810.1186/s12864-020-07257-8Intricate genetic variation networks control the adventitious root growth angle in appleCaixia Zheng0Fei Shen1Yi Wang2Ting Wu3Xuefeng Xu4Xinzhong Zhang5Zhenhai Han6College of Horticulture, China Agricultural UniversityCollege of Horticulture, China Agricultural UniversityCollege of Horticulture, China Agricultural UniversityCollege of Horticulture, China Agricultural UniversityCollege of Horticulture, China Agricultural UniversityCollege of Horticulture, China Agricultural UniversityCollege of Horticulture, China Agricultural UniversityAbstract Background The root growth angle (RGA) typically determines plant rooting depth, which is significant for plant anchorage and abiotic stress tolerance. Several quantitative trait loci (QTLs) for RGA have been identified in crops. However, the underlying mechanisms of the RGA remain poorly understood, especially in apple rootstocks. The objective of this study was to identify QTLs, validate genetic variation networks, and develop molecular markers for the RGA in apple rootstock. Results Bulked segregant analysis by sequencing (BSA-seq) identified 25 QTLs for RGA using 1955 hybrids of the apple rootstock cultivars ‘Baleng Crab’ (Malus robusta Rehd., large RGA) and ‘M9’ (M. pumila Mill., small RGA). With RNA sequencing (RNA-seq) and parental resequencing, six major functional genes were identified and constituted two genetic variation networks for the RGA. Two single nucleotide polymorphisms (SNPs) of the MdLAZY1 promoter damaged the binding sites of MdDREB2A and MdHSFB3, while one SNP of MdDREB2A and MdIAA1 affected the interactions of MdDREB2A/MdHSFB3 and MdIAA1/MdLAZY1, respectively. A SNP within the MdNPR5 promoter damaged the interaction between MdNPR5 and MdLBD41, while one SNP of MdLBD41 interrupted the MdLBD41/MdbHLH48 interaction that affected the binding ability of MdLBD41 on the MdNPR5 promoter. Twenty six SNP markers were designed on candidate genes in each QTL interval, and the marker effects varied from 0.22°-26.11°. Conclusions Six diagnostic markers, SNP592, G122, b13, Z312, S1272, and S1288, were used to identify two intricate genetic variation networks that control the RGA and may provide new insights into the accuracy of the molecular markers. The QTLs and SNP markers can potentially be used to select deep-rooted apple rootstocks.https://doi.org/10.1186/s12864-020-07257-8MalusRGABSA-seqRNA-seqQTLsGenetic variation
collection DOAJ
language English
format Article
sources DOAJ
author Caixia Zheng
Fei Shen
Yi Wang
Ting Wu
Xuefeng Xu
Xinzhong Zhang
Zhenhai Han
spellingShingle Caixia Zheng
Fei Shen
Yi Wang
Ting Wu
Xuefeng Xu
Xinzhong Zhang
Zhenhai Han
Intricate genetic variation networks control the adventitious root growth angle in apple
BMC Genomics
Malus
RGA
BSA-seq
RNA-seq
QTLs
Genetic variation
author_facet Caixia Zheng
Fei Shen
Yi Wang
Ting Wu
Xuefeng Xu
Xinzhong Zhang
Zhenhai Han
author_sort Caixia Zheng
title Intricate genetic variation networks control the adventitious root growth angle in apple
title_short Intricate genetic variation networks control the adventitious root growth angle in apple
title_full Intricate genetic variation networks control the adventitious root growth angle in apple
title_fullStr Intricate genetic variation networks control the adventitious root growth angle in apple
title_full_unstemmed Intricate genetic variation networks control the adventitious root growth angle in apple
title_sort intricate genetic variation networks control the adventitious root growth angle in apple
publisher BMC
series BMC Genomics
issn 1471-2164
publishDate 2020-12-01
description Abstract Background The root growth angle (RGA) typically determines plant rooting depth, which is significant for plant anchorage and abiotic stress tolerance. Several quantitative trait loci (QTLs) for RGA have been identified in crops. However, the underlying mechanisms of the RGA remain poorly understood, especially in apple rootstocks. The objective of this study was to identify QTLs, validate genetic variation networks, and develop molecular markers for the RGA in apple rootstock. Results Bulked segregant analysis by sequencing (BSA-seq) identified 25 QTLs for RGA using 1955 hybrids of the apple rootstock cultivars ‘Baleng Crab’ (Malus robusta Rehd., large RGA) and ‘M9’ (M. pumila Mill., small RGA). With RNA sequencing (RNA-seq) and parental resequencing, six major functional genes were identified and constituted two genetic variation networks for the RGA. Two single nucleotide polymorphisms (SNPs) of the MdLAZY1 promoter damaged the binding sites of MdDREB2A and MdHSFB3, while one SNP of MdDREB2A and MdIAA1 affected the interactions of MdDREB2A/MdHSFB3 and MdIAA1/MdLAZY1, respectively. A SNP within the MdNPR5 promoter damaged the interaction between MdNPR5 and MdLBD41, while one SNP of MdLBD41 interrupted the MdLBD41/MdbHLH48 interaction that affected the binding ability of MdLBD41 on the MdNPR5 promoter. Twenty six SNP markers were designed on candidate genes in each QTL interval, and the marker effects varied from 0.22°-26.11°. Conclusions Six diagnostic markers, SNP592, G122, b13, Z312, S1272, and S1288, were used to identify two intricate genetic variation networks that control the RGA and may provide new insights into the accuracy of the molecular markers. The QTLs and SNP markers can potentially be used to select deep-rooted apple rootstocks.
topic Malus
RGA
BSA-seq
RNA-seq
QTLs
Genetic variation
url https://doi.org/10.1186/s12864-020-07257-8
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