Loci and natural alleles underlying robust roots and adaptive domestication of upland ecotype rice in aerobic conditions.

A robust (long and thick) root system is characteristic of upland japonica rice adapted to drought conditions. Using deep sequencing and large scale phenotyping data of 795 rice accessions and an integrated strategy combining results from high resolution mapping by GWAS and linkage mapping, comprehe...

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Main Authors: Yan Zhao, Hongliang Zhang, Jianlong Xu, Conghui Jiang, Zhigang Yin, Haiyan Xiong, Jianyin Xie, Xueqiang Wang, Xiaoyang Zhu, Yang Li, Weipeng Zhao, Muhammad Abdul Rehman Rashid, Jinjie Li, Wensheng Wang, Binying Fu, Guoyou Ye, Yan Guo, Zhiqiang Hu, Zhikang Li, Zichao Li
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-08-01
Series:PLoS Genetics
Online Access:http://europepmc.org/articles/PMC6086435?pdf=render
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spelling doaj-322e56f12ad44ba68a6d90852f742cad2020-11-25T00:53:56ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042018-08-01148e100752110.1371/journal.pgen.1007521Loci and natural alleles underlying robust roots and adaptive domestication of upland ecotype rice in aerobic conditions.Yan ZhaoHongliang ZhangJianlong XuConghui JiangZhigang YinHaiyan XiongJianyin XieXueqiang WangXiaoyang ZhuYang LiWeipeng ZhaoMuhammad Abdul Rehman RashidJinjie LiWensheng WangBinying FuGuoyou YeYan GuoZhiqiang HuZhikang LiZichao LiA robust (long and thick) root system is characteristic of upland japonica rice adapted to drought conditions. Using deep sequencing and large scale phenotyping data of 795 rice accessions and an integrated strategy combining results from high resolution mapping by GWAS and linkage mapping, comprehensive analyses of genomic, transcriptomic and haplotype data, we identified large numbers of QTLs affecting rice root length and thickness (RL and RT) and shortlisted relatively few candidate genes for many of the identified small-effect QTLs. Forty four and 97 QTL candidate genes for RL and RT were identified, and five of the RL QTL candidates were validated by T-DNA insertional mutation; all have diverse functions and are involved in root development. This work demonstrated a powerful strategy for highly efficient cloning of moderate- and small-effect QTLs that is difficult using the classical map-based cloning approach. Population analyses of the 795 accessions, 202 additional upland landraces, and 446 wild rice accessions based on random SNPs and SNPs within robust loci suggested that there could be much less diversity in robust-root candidate genes among upland japonica accessions than in other ecotypes. Further analysis of nucleotide diversity and allele frequency in the robust loci among different ecotypes and wild rice accessions showed that almost all alleles could be detected in wild rice, and pyramiding of robust-root alleles could be an important genetic characteristic of upland japonica. Given that geographical distribution of upland landraces, we suggest that during domestication of upland japonica, the strongest pyramiding of robust-root alleles makes it a unique ecotype adapted to aerobic conditions.http://europepmc.org/articles/PMC6086435?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Yan Zhao
Hongliang Zhang
Jianlong Xu
Conghui Jiang
Zhigang Yin
Haiyan Xiong
Jianyin Xie
Xueqiang Wang
Xiaoyang Zhu
Yang Li
Weipeng Zhao
Muhammad Abdul Rehman Rashid
Jinjie Li
Wensheng Wang
Binying Fu
Guoyou Ye
Yan Guo
Zhiqiang Hu
Zhikang Li
Zichao Li
spellingShingle Yan Zhao
Hongliang Zhang
Jianlong Xu
Conghui Jiang
Zhigang Yin
Haiyan Xiong
Jianyin Xie
Xueqiang Wang
Xiaoyang Zhu
Yang Li
Weipeng Zhao
Muhammad Abdul Rehman Rashid
Jinjie Li
Wensheng Wang
Binying Fu
Guoyou Ye
Yan Guo
Zhiqiang Hu
Zhikang Li
Zichao Li
Loci and natural alleles underlying robust roots and adaptive domestication of upland ecotype rice in aerobic conditions.
PLoS Genetics
author_facet Yan Zhao
Hongliang Zhang
Jianlong Xu
Conghui Jiang
Zhigang Yin
Haiyan Xiong
Jianyin Xie
Xueqiang Wang
Xiaoyang Zhu
Yang Li
Weipeng Zhao
Muhammad Abdul Rehman Rashid
Jinjie Li
Wensheng Wang
Binying Fu
Guoyou Ye
Yan Guo
Zhiqiang Hu
Zhikang Li
Zichao Li
author_sort Yan Zhao
title Loci and natural alleles underlying robust roots and adaptive domestication of upland ecotype rice in aerobic conditions.
title_short Loci and natural alleles underlying robust roots and adaptive domestication of upland ecotype rice in aerobic conditions.
title_full Loci and natural alleles underlying robust roots and adaptive domestication of upland ecotype rice in aerobic conditions.
title_fullStr Loci and natural alleles underlying robust roots and adaptive domestication of upland ecotype rice in aerobic conditions.
title_full_unstemmed Loci and natural alleles underlying robust roots and adaptive domestication of upland ecotype rice in aerobic conditions.
title_sort loci and natural alleles underlying robust roots and adaptive domestication of upland ecotype rice in aerobic conditions.
publisher Public Library of Science (PLoS)
series PLoS Genetics
issn 1553-7390
1553-7404
publishDate 2018-08-01
description A robust (long and thick) root system is characteristic of upland japonica rice adapted to drought conditions. Using deep sequencing and large scale phenotyping data of 795 rice accessions and an integrated strategy combining results from high resolution mapping by GWAS and linkage mapping, comprehensive analyses of genomic, transcriptomic and haplotype data, we identified large numbers of QTLs affecting rice root length and thickness (RL and RT) and shortlisted relatively few candidate genes for many of the identified small-effect QTLs. Forty four and 97 QTL candidate genes for RL and RT were identified, and five of the RL QTL candidates were validated by T-DNA insertional mutation; all have diverse functions and are involved in root development. This work demonstrated a powerful strategy for highly efficient cloning of moderate- and small-effect QTLs that is difficult using the classical map-based cloning approach. Population analyses of the 795 accessions, 202 additional upland landraces, and 446 wild rice accessions based on random SNPs and SNPs within robust loci suggested that there could be much less diversity in robust-root candidate genes among upland japonica accessions than in other ecotypes. Further analysis of nucleotide diversity and allele frequency in the robust loci among different ecotypes and wild rice accessions showed that almost all alleles could be detected in wild rice, and pyramiding of robust-root alleles could be an important genetic characteristic of upland japonica. Given that geographical distribution of upland landraces, we suggest that during domestication of upland japonica, the strongest pyramiding of robust-root alleles makes it a unique ecotype adapted to aerobic conditions.
url http://europepmc.org/articles/PMC6086435?pdf=render
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