Mapping and Identifying Candidate Genes Enabling Cadmium Accumulation in Brassica napus Revealed by Combined BSA-Seq and RNA-Seq Analysis

被引:5
|
作者
Wang, Huadong [1 ]
Liu, Jiajia [1 ]
Huang, Juan [1 ]
Xiao, Qing [2 ]
Hayward, Alice [3 ]
Li, Fuyan [1 ]
Gong, Yingying [1 ]
Liu, Qian [1 ]
Ma, Miao [1 ]
Fu, Donghui [1 ]
Xiao, Meili [1 ]
机构
[1] Jiangxi Agr Univ, Agron Coll, Key Lab Crop Physiol Ecol & Genet Breeding, Minist Educ, Nanchang 330045, Peoples R China
[2] Jiangxi Normal Univ, Grad Sch, Nanchang 330045, Peoples R China
[3] Univ Queensland, Ctr Hort Sci, Queensland Alliance Agr & Food Innovat, Brisbane 4072, Australia
基金
中国国家自然科学基金;
关键词
cadmium accumulation; Brassica napus; bulk segregation analysis; whole genome resequencing; transcriptome; ARABIDOPSIS-THALIANA; TRANSCRIPTION FACTORS; PLANT-RESPONSES; STRESS; EXPRESSION; CD; PROTEINS; DEFENSE; RICE; DEGRADATION;
D O I
10.3390/ijms241210163
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Rapeseed has the ability to absorb cadmium in the roots and transfer it to aboveground organs, making it a potential species for remediating soil cadmium (Cd) pollution. However, the genetic and molecular mechanisms underlying this phenomenon in rapeseed are still unclear. In this study, a 'cadmium-enriched' parent, 'P1', with high cadmium transport and accumulation in the shoot (cadmium root: shoot transfer ratio of 153.75%), and a low-cadmium-accumulation parent, 'P2', (with a cadmium transfer ratio of 48.72%) were assessed for Cd concentration using inductively coupled plasma mass spectrometry (ICP-MS). An F-2 genetic population was constructed by crossing 'P1' with 'P2' to map QTL intervals and underlying genes associated with cadmium enrichment. Fifty extremely cadmium-enriched F-2 individuals and fifty extremely low-accumulation F-2 individuals were selected based on cadmium content and cadmium transfer ratio and used for bulk segregant analysis (BSA) in combination with whole genome resequencing. This generated a total of 3,660,999 SNPs and 787,034 InDels between these two segregated phenotypic groups. Based on the delta SNP index (the difference in SNP frequency between the two bulked pools), nine candidate Quantitative trait loci (QTLs) from five chromosomes were identified, and four intervals were validated. RNA sequencing of 'P1' and 'P2' in response to cadmium was also performed and identified 3502 differentially expressed genes (DEGs) between 'P1' and 'P2' under Cd treatment. Finally, 32 candidate DEGs were identified within 9 significant mapping intervals, including genes encoding a glutathione S-transferase (GST), a molecular chaperone (DnaJ), and a phosphoglycerate kinase (PGK), among others. These genes are strong candidates for playing an active role in helping rapeseed cope with cadmium stress. Therefore, this study not only sheds new light on the molecular mechanisms of Cd accumulation in rapeseed but could also be useful for rapeseed breeding programs targeting this trait.
引用
收藏
页数:17
相关论文
共 50 条
  • [1] Combined BSA-Seq Based Mapping and RNA-Seq Profiling Reveal Candidate Genes Associated with Plant Architecture in Brassica napus
    Ye, Shenhua
    Yan, Lei
    Ma, Xiaowei
    Chen, Yanping
    Wu, Lumei
    Ma, Tiantian
    Zhao, Lun
    Yi, Bin
    Ma, Chaozhi
    Tu, Jinxing
    Shen, Jinxiong
    Fu, Tingdong
    Wen, Jing
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (05)
  • [2] Combined BSA-Seq and RNA-Seq Analysis to Identify Candidate Genes Associated with Aluminum Toxicity in Rapeseed (Brassica napus L.)
    Zhou, Huiwen
    Yu, Paolan
    Wu, Lanhua
    Han, Depeng
    Wu, Yang
    Zheng, Wei
    Zhou, Qinghong
    Xiao, Xiaojun
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (20)
  • [3] Identification of candidate genes associated with double flowers via integrating BSA-seq and RNA-seq in Brassica napus
    Ma, Xiaowei
    Fan, Liangmiao
    Ye, Shenhua
    Chen, Yanping
    Huang, Yingying
    Wu, Lumei
    Zhao, Lun
    Yi, Bin
    Ma, Chaozhi
    Tu, Jinxing
    Shen, Jinxiong
    Fu, Tingdong
    Wen, Jing
    BMC GENOMICS, 2024, 25 (01):
  • [4] Integrated analysis of BSA-seq and RNA-seq identified the candidate genes for seed weight in Brassica juncea
    Yang, Bin
    Yang, Liu
    Kang, Lei
    You, Liang
    Chen, Hao
    Xiao, Huagui
    Qian, Lunwen
    Rao, Yong
    Liu, Zhongsong
    FRONTIERS IN PLANT SCIENCE, 2024, 15
  • [5] Integrated BSA-seq and RNA-seq analysis to identify candidate genes associated with nitrogen utilization efficiency (NUtE) in rapeseed (Brassica napus L.)
    Nan, Yunyou
    Xie, Yuyu
    He, Huiying
    Wu, Han
    Gao, Lixing
    Atif, Ayub
    Zhang, Yanfeng
    Tian, Hui
    Hui, Jing
    Gao, Yajun
    INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2024, 254
  • [6] Mining candidate genes associated with resistance to TYLCV in tomato based on BSA-seq and RNA-seq analysis
    Chen, Qingqi
    Jiang, Jingbin
    Zhang, Haixia
    Lei, Na
    Zhao, Tingting
    Li, Jingfu
    EUROPEAN JOURNAL OF HORTICULTURAL SCIENCE, 2020, 85 (03) : 145 - 159
  • [7] Identification of candidate genes associated with blade length in Pyropia haitanensis based on BSA-seq and RNA-seq analysis
    Liu, He-Ye
    Ding, Hong-Chang
    Tang, Long-Chen
    Qiu, Ye-Fan
    Yan, Xing-Hong
    JOURNAL OF APPLIED PHYCOLOGY, 2024, 36 (04) : 2083 - 2094
  • [8] Research Note: Combined analysis of BSA-seq based mapping and RNA-seq reveals candidate genes associated with sub-Columbian plumage in H line chickens
    Li, Ruiting
    Wang, Xinlei
    Wang, Yanxing
    Liu, Danli
    Zhang, Yushi
    Liu, Yang
    Niu, Xinran
    Han, Ruili
    Li, Hong
    Jiang, Ruirui
    Sun, Guirong
    Li, Guoxi
    Tian, Yadong
    Liu, Xiaojun
    Kang, Xiangtao
    Li, Zhuanjian
    POULTRY SCIENCE, 2023, 102 (06)
  • [9] Combined Analysis of BSA-Seq Based Mapping, RNA-Seq, and Metabolomic Unraveled Candidate Genes Associated with Panicle Grain Number in Rice (Oryza sativa L.)
    Ma, Yafei
    Mackon, Enerand
    Mackon, Guibeline Charlie Jeazet Dongho Epse
    Zhao, Yitong
    Li, Qiufeng
    Dai, Xianggui
    Yao, Yuhang
    Xia, Xiuzhong
    Nong, Baoxuan
    Liu, Piqing
    BIOMOLECULES, 2022, 12 (07)
  • [10] Identification of Rapeseed (Brassica napus L.) Plant Height-Associated QTL Using BSA-seq and RNA-seq
    Xia, Jichun
    Zhan, Lanlan
    Zhang, Jiaying
    Song, Wenhui
    Xu, Xinfu
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2024, 25 (18)