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 77 条
  • [1] CleaveLand: a pipeline for using degradome data to find cleaved small RNA targets
    Addo-Quaye, Charles
    Miller, Webb
    Axtell, Michael J.
    [J]. BIOINFORMATICS, 2009, 25 (01) : 130 - 131
  • [2] Identification of novel micrornas in Xenopus laevis metaphase ii arrested eggs
    Ambady, Sakthikumar
    Wu, Zheyang
    Dominko, Tanja
    [J]. GENESIS, 2012, 50 (03) : 286 - 299
  • [3] Nitric oxide implication in cadmium-induced programmed cell death in roots and signaling response of yellow lupine plants
    Arasimowicz-Jelonek, Magdalena
    Floryszak-Wieczorek, Jolanta
    Deckert, Joanna
    Rucinska-Sobkowiak, Renata
    Gzyl, Jaroslaw
    Pawlak-Sprada, Sylwia
    Abramowski, Dariusz
    Jelonek, Tomasz
    Gwozdz, Edward A.
    [J]. PLANT PHYSIOLOGY AND BIOCHEMISTRY, 2012, 58 : 124 - 134
  • [4] Cadmium tolerance and antioxidative defenses in hairy roots of the cadmium hyperaccumulator, Thlaspi caerulescens
    Boominathan, R
    Doran, PM
    [J]. BIOTECHNOLOGY AND BIOENGINEERING, 2003, 83 (02) : 158 - 167
  • [5] Widespread translational inhibition by plant miRNAs and siRNAs
    Brodersen, Peter
    Sakvarelidze-Achard, Lali
    Bruun-Rasmussen, Marianne
    Dunoyer, Patrice
    Yamamoto, Yoshiharu Y.
    Sieburth, Leslie
    Voinnet, Olivier
    [J]. SCIENCE, 2008, 320 (5880) : 1185 - 1190
  • [6] Effects of Aluminum Oxide Nanoparticles on the Growth, Development, and microRNA Expression of Tobacco (Nicotiana tabacum)
    Burklew, Caitlin E.
    Ashlock, Jordan
    Winfrey, William B.
    Zhang, Baohong
    [J]. PLOS ONE, 2012, 7 (05):
  • [7] Comparative profiling of miRNA expression in developing seeds of high linoleic and high oleic safflower (Carthamus tinctorius L.) plants
    Cao, Shijiang
    Zhu, Qian-Hao
    Shen, Wanxia
    Jiao, Xiaoming
    Zhao, Xiaochun
    Wang, Ming-Bo
    Liu, Lixia
    Singh, Surinder P.
    Liu, Qing
    [J]. FRONTIERS IN PLANT SCIENCE, 2013, 4
  • [8] The Auxin Response Factor Transcription Factor Family in Soybean: Genome-Wide Identification and Expression Analyses During Development and Water Stress
    Chien Van Ha
    Dung Tien Le
    Nishiyama, Rie
    Watanabe, Yasuko
    Sulieman, Saad
    Uyen Thi Tran
    Mochida, Keiichi
    Nguyen Van Dong
    Yamaguchi-Shinozaki, Kazuko
    Shinozaki, Kazuo
    Lam-Son Phan Tran
    [J]. DNA RESEARCH, 2013, 20 (05) : 511 - 524
  • [9] Identification of Copper-Induced Genes in the Marine Alga Ulva compressa (Chlorophyta)
    Contreras-Porcia, Loretto
    Dennett, Geraldine
    Gonzalez, Alberto
    Vergara, Eva
    Medina, Cristobal
    Correa, Juan A.
    Moenne, Alejandra
    [J]. MARINE BIOTECHNOLOGY, 2011, 13 (03) : 544 - 556
  • [10] Microarray-based analysis of cadmium-responsive microRNAs in rice (Oryza sativa)
    Ding, Yanfei
    Chen, Zhen
    Zhu, Cheng
    [J]. JOURNAL OF EXPERIMENTAL BOTANY, 2011, 62 (10) : 3563 - 3573