Integration of small RNAs, degradome and transcriptome sequencing in hyperaccumulator Sedum alfredii uncovers a complex regulatory network and provides insights into cadmium phytoremediation

被引:86
|
作者
Han, Xiaojiao [1 ,2 ]
Yin, Hengfu [2 ]
Song, Xixi [1 ,2 ]
Zhang, Yunxing [1 ,2 ]
Liu, Mingying [1 ,2 ]
Sang, Jiang [1 ,2 ]
Jiang, Jing [1 ,2 ]
Li, Jihong [3 ]
Zhuo, Renying [1 ,2 ]
机构
[1] Chinese Acad Forestry, State Key Lab Tree Genet & Breeding, Beijing, Peoples R China
[2] Chinese Acad Forestry, Res Inst Subtrop Forestry, Key Lab Tree Breeding Zhejiang Prov, Hangzhou, Zhejiang, Peoples R China
[3] Shandong Agr Univ, Coll Forestry, Key Lab Agr Ecol & Environm, Tai An, Shandong, Peoples R China
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
Sedum alfredii Hance; cadmium stress; phytoremediation; integration analysis; coexpression network; GENOME-WIDE IDENTIFICATION; PROGRAMMED CELL-DEATH; ABIOTIC STRESS; RESPONSIVE MICRORNAS; MEDICAGO-TRUNCATULA; EXPRESSION ANALYSIS; HEAVY-METAL; EVOLUTIONARY HISTORY; OXIDATIVE STRESS; BRASSICA-JUNCEA;
D O I
10.1111/pbi.12512
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
The hyperaccumulating ecotype of Sedum alfredii Hance is a cadmium (Cd)/zinc/lead co-hyperaccumulating species of Crassulaceae. It is a promising phytoremediation candidate accumulating substantial heavy metal ions without obvious signs of poisoning. However, few studies have focused on the regulatory roles of miRNAs and their targets in the hyperaccumulating ecotype of S. alfredii. Here, we combined analyses of the transcriptomics, sRNAs and the degradome to generate a comprehensive resource focused on identifying key regulatory miRNA-target circuits under Cd stress. A total of 87 721 unigenes and 356 miRNAs were identified by deep sequencing, and 79 miRNAs were differentially expressed under Cd stress. Furthermore, 754 target genes of 194 miRNAs were validated by degradome sequencing. A gene ontology (GO) enrichment analysis of differential miRNA targets revealed that auxin, redox-related secondary metabolism and metal transport pathways responded to Cd stress. An integrated analysis uncovered 39 pairs of miRNA targets that displayed negatively correlated expression profiles. Ten miRNA-target pairs also exhibited negative correlations according to a real-time quantitative PCR analysis. Moreover, a coexpression regulatory network was constructed based on profiles of differentially expressed genes. Two hub genes, ARF4 (auxin response factor 4) and AAP3 (amino acid permease 3), which might play central roles in the regulation of Cd-responsive genes, were uncovered. These results suggest that comprehensive analyses of the transcriptomics, sRNAs and the degradome provided a useful platform for investigating Cd hyperaccumulation in S. alfredii, and may provide new insights into the genetic engineering of phytoremediation.
引用
收藏
页码:1470 / 1483
页数:14
相关论文
共 17 条
  • [1] Integration of small RNAs, degradome and transcriptome sequencing in hyperaccumulator Sedum alfredii uncovers a complex regulatory network and provides insights into cadmium phytoremediation (vol 14, pg 1470, 2016)
    Han, X.
    Yin, H.
    Song, X.
    Zhang, Y.
    Liu, M.
    Sang, J.
    Jiang, J.
    PLANT BIOTECHNOLOGY JOURNAL, 2021, 19 (01) : 206 - 206
  • [2] Integration of small RNAs, degradome, and transcriptome sequencing provides insights into the differences between Shizhu ginseng and Yuan ginseng
    Mengyuan Peng
    Yanlin Chen
    Wenjuan Wang
    Zhihua He
    Wangqiang Dai
    Zhiyun Lin
    Zemin Yang
    Mengjuan Gong
    Yongqin Yin
    Bin Han
    Yu Zeng
    Yingfang Wang
    Journal of Plant Biochemistry and Biotechnology, 2021, 30 : 429 - 439
  • [3] Integration of small RNAs, degradome, and transcriptome sequencing provides insights into the differences between Shizhu ginseng and Yuan ginseng
    Peng, Mengyuan
    Chen, Yanlin
    Wang, Wenjuan
    He, Zhihua
    Dai, Wangqiang
    Lin, Zhiyun
    Yang, Zemin
    Gong, Mengjuan
    Yin, Yongqin
    Han, Bin
    Zeng, Yu
    Wang, Yingfang
    JOURNAL OF PLANT BIOCHEMISTRY AND BIOTECHNOLOGY, 2021, 30 (03) : 429 - 439
  • [4] Integration of miRNAs, Degradome, and Transcriptome Omics Uncovers a Complex Regulatory Network and Provides Insights Into Lipid and Fatty Acid Synthesis During Sesame Seed Development
    Zhang, Yin-Ping
    Zhang, Yuan-Yuan
    Thakur, Kiran
    Zhang, Fan
    Hu, Fei
    Zhang, Jian-Guo
    Wei, Peng-Cheng
    Wei, Zhao-Jun
    FRONTIERS IN PLANT SCIENCE, 2021, 12
  • [5] Integration of small RNAs and transcriptome sequencing uncovers a complex regulatory network during vernalization and heading stages of orchardgrass (Dactylis glomerata L.)
    Feng, Guangyan
    Xu, Lei
    Wang, Jianping
    Nie, Gang
    Bushman, Bradley Shaun
    Xie, Wengang
    Yan, Haidong
    Yang, Zhongfu
    Guan, Hao
    Huang, Linkai
    Zhang, Xinquan
    BMC GENOMICS, 2018, 19
  • [6] Integration of small RNAs and transcriptome sequencing uncovers a complex regulatory network during vernalization and heading stages of orchardgrass (Dactylis glomerata L.)
    Guangyan Feng
    Lei Xu
    Jianping Wang
    Gang Nie
    Bradley Shaun Bushman
    Wengang Xie
    Haidong Yan
    Zhongfu Yang
    Hao Guan
    Linkai Huang
    Xinquan Zhang
    BMC Genomics, 19
  • [7] Integration of small RNAs, degradome, and transcriptome sequencing in Populus x euramericana "Neva" provides insights into the allelopathic interference of para-hydroxybenzoic acid
    Liang, Guoting
    Guo, Jing
    Zhang, Shuyong
    Zhang, Guangcan
    CANADIAN JOURNAL OF FOREST RESEARCH, 2020, 50 (04) : 422 - 437
  • [8] Integrated analysis of transcriptome, small RNA, and degradome sequencing provides insights into mango anthracnose resistance
    Zongling Liu
    Qiufei Ouyang
    Sangui Yi
    Yuting Zhou
    Xiaona Xie
    Zhengjie Zhu
    BMC Genomics, 26 (1)
  • [9] Degradome, small RNAs and transcriptome sequencing of a high-nicotine cultivated tobacco uncovers miRNA's function in nicotine biosynthesis
    Jin, Jingjing
    Xu, Yalong
    Lu, Peng
    Chen, Qiansi
    Liu, Pingping
    Wang, Jinbang
    Zhang, Jianfeng
    Li, Zefeng
    Yang, Aiguo
    Li, Fengxia
    Cao, Peijian
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [10] Degradome, small RNAs and transcriptome sequencing of a high-nicotine cultivated tobacco uncovers miRNA’s function in nicotine biosynthesis
    Jingjing Jin
    Yalong Xu
    Peng Lu
    Qiansi Chen
    Pingping Liu
    Jinbang Wang
    Jianfeng Zhang
    Zefeng Li
    Aiguo Yang
    Fengxia Li
    Peijian Cao
    Scientific Reports, 10