1
|
Moy A, Nkongolo K. Decrypting Molecular Mechanisms Involved in Counteracting Copper and Nickel Toxicity in Jack Pine ( Pinus banksiana) Based on Transcriptomic Analysis. PLANTS (BASEL, SWITZERLAND) 2024; 13:1042. [PMID: 38611570 PMCID: PMC11013723 DOI: 10.3390/plants13071042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Revised: 03/28/2024] [Accepted: 03/29/2024] [Indexed: 04/14/2024]
Abstract
The remediation of copper and nickel-afflicted sites is challenged by the different physiological effects imposed by each metal on a given plant system. Pinus banksiana is resilient against copper and nickel, providing an opportunity to build a valuable resource to investigate the responding gene expression toward each metal. The objectives of this study were to (1) extend the analysis of the Pinus banksiana transcriptome exposed to nickel and copper, (2) assess the differential gene expression in nickel-resistant compared to copper-resistant genotypes, and (3) identify mechanisms specific to each metal. The Illumina platform was used to sequence RNA that was extracted from seedlings treated with each of the metals. There were 449 differentially expressed genes (DEGs) between copper-resistant genotypes (RGs) and nickel-resistant genotypes (RGs) at a high stringency cut-off, indicating a distinct pattern of gene expression toward each metal. For biological processes, 19.8% of DEGs were associated with the DNA metabolic process, followed by the response to stress (13.15%) and the response to chemicals (8.59%). For metabolic function, 27.9% of DEGs were associated with nuclease activity, followed by nucleotide binding (27.64%) and kinase activity (10.16%). Overall, 21.49% of DEGs were localized to the plasma membrane, followed by the cytosol (16.26%) and chloroplast (12.43%). Annotation of the top upregulated genes in copper RG compared to nickel RG identified genes and mechanisms that were specific to copper and not to nickel. NtPDR, AtHIPP10, and YSL1 were identified as genes associated with copper resistance. Various genes related to cell wall metabolism were identified, and they included genes encoding for HCT, CslE6, MPG, and polygalacturonase. Annotation of the top downregulated genes in copper RG compared to nickel RG revealed genes and mechanisms that were specific to nickel and not copper. Various regulatory and signaling-related genes associated with the stress response were identified. They included UGT, TIFY, ACC, dirigent protein, peroxidase, and glyoxyalase I. Additional research is needed to determine the specific functions of signaling and stress response mechanisms in nickel-resistant plants.
Collapse
Affiliation(s)
| | - Kabwe Nkongolo
- Biomolecular Sciences Program, Department of Biology, School of Natural Sciences, Laurentian University, Sudbury, ON P3E 2C6, Canada;
| |
Collapse
|
2
|
Moy A, Czajka K, Michael P, Nkongolo K. Gene expression profiling of Jack Pine (Pinus banksiana) under copper stress: Identification of genes associated with copper resistance. PLoS One 2024; 19:e0296027. [PMID: 38452110 PMCID: PMC10919686 DOI: 10.1371/journal.pone.0296027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Accepted: 12/05/2023] [Indexed: 03/09/2024] Open
Abstract
Understanding the genetic response of plants to copper stress is a necessary step to improving the utility of plants for environmental remediation and restoration. The objectives of this study were to: 1) characterize the transcriptome of Jack Pine (Pinus banksiana) under copper stress, 2) analyze the gene expression profile shifts of genotypes exposed to copper ion toxicity, and 3) identify genes associated with copper resistance. Pinus banksiana seedlings were treated with 10 mmoles of copper and screened in a growth chamber. There were 6,213 upregulated and 29,038 downregulated genes expressed in the copper resistant genotypes compared to the susceptible genotypes at a high stringency based on the false discovery rate (FDR). Overall, 25,552 transcripts were assigned gene ontology. Among the top upregulated genes, the response to stress, the biosynthetic process, and the response to chemical stimuli terms represented the highest proportion of gene expression for the biological processes. For the molecular function category, the majority of expressed genes were associated with nucleotide binding followed by transporter activity, and kinase activity. The majority of upregulated genes were located in the plasma membrane while half of the total downregulated genes were associated with the extracellular region. Two candidate genes associated with copper resistance were identified including genes encoding for heavy metal-associated isoprenylated plant proteins (AtHIP20 and AtHIP26) and a gene encoding the pleiotropic drug resistance protein 1 (NtPDR1). This study represents the first report of transcriptomic responses of a conifer species to copper ions.
Collapse
Affiliation(s)
- Alistar Moy
- Biomolecular Sciences Program, School of Natural Sciences, Laurentian University, Sudbury, Ontario, Canada
| | - Karolina Czajka
- Biomolecular Sciences Program, School of Natural Sciences, Laurentian University, Sudbury, Ontario, Canada
| | - Paul Michael
- Biomolecular Sciences Program, School of Natural Sciences, Laurentian University, Sudbury, Ontario, Canada
| | - Kabwe Nkongolo
- Biomolecular Sciences Program, School of Natural Sciences, Laurentian University, Sudbury, Ontario, Canada
- Department of Biology, School of Natural Sciences, Laurentian University, Sudbury, Ontario, Canada
| |
Collapse
|
3
|
Flores-Iga G, Lopez-Ortiz C, Gracia-Rodriguez C, Almeida A, Nimmakayala P, Reddy UK, Balagurusamy N. A Genome-Wide Identification and Comparative Analysis of the Heavy-Metal-Associated Gene Family in Cucurbitaceae Species and Their Role in Cucurbita pepo under Arsenic Stress. Genes (Basel) 2023; 14:1877. [PMID: 37895226 PMCID: PMC10606463 DOI: 10.3390/genes14101877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 09/21/2023] [Accepted: 09/25/2023] [Indexed: 10/29/2023] Open
Abstract
The heavy-metal-associated (HMA) proteins are a class of PB1-type ATPases related to the intracellular transport and detoxification of metals. However, due to a lack of information regarding the HMA gene family in the Cucurbitaceae family, a comprehensive genome-wide analysis of the HMA family was performed in ten Cucurbitaceae species: Citrullus amarus, Citrullus colocynthis, Citrullus lanatus, Citrullus mucosospermus, Cucumis melo, Cucumis sativus, Cucurbita maxima, Cucurbita moschata, Cucurbita pepo, and Legenaria siceraria. We identified 103 Cucurbit HMA proteins with various members, ranging from 8 (Legenaria siceraria) to 14 (Cucurbita pepo) across species. The phylogenetic and structural analysis confirmed that the Cucurbitaceae HMA protein family could be further classified into two major clades: Zn/Co/Cd/Pb and Cu/Ag. The GO-annotation-based subcellular localization analysis predicted that all HMA gene family members were localized on membranes. Moreover, the analysis of conserved motifs and gene structure (intron/exon) revealed the functional divergence between clades. The interspecies microsynteny analysis demonstrated that maximum orthologous genes were found between species of the Citrullus genera. Finally, nine candidate HMA genes were selected, and their expression analysis was carried out via qRT-PCR in root, leaf, flower, and fruit tissues of C. pepo under arsenic stress. The expression pattern of the CpeHMA genes showed a distinct pattern of expression in root and shoot tissues, with a remarkable expression of CpeHMA6 and CpeHMA3 genes from the Cu/Ag clade. Overall, this study provides insights into the functional analysis of the HMA gene family in Cucurbitaceae species and lays down the basic knowledge to explore the role and mechanism of the HMA gene family to cope with arsenic stress conditions.
Collapse
Affiliation(s)
- Gerardo Flores-Iga
- Laboratorio de Biorremediación, Facultad de Ciencias Biológicas, Universidad Autónoma de Coahuila, Torreón 27275, Coahuila, México; (G.F.-I.); (C.G.-R.)
- Gus R. Douglass Institute, Department of Biology, West Virginia State University, Institute, WV 25112-1000, USA; (C.L.-O.); (P.N.)
| | - Carlos Lopez-Ortiz
- Gus R. Douglass Institute, Department of Biology, West Virginia State University, Institute, WV 25112-1000, USA; (C.L.-O.); (P.N.)
| | - Celeste Gracia-Rodriguez
- Laboratorio de Biorremediación, Facultad de Ciencias Biológicas, Universidad Autónoma de Coahuila, Torreón 27275, Coahuila, México; (G.F.-I.); (C.G.-R.)
- Gus R. Douglass Institute, Department of Biology, West Virginia State University, Institute, WV 25112-1000, USA; (C.L.-O.); (P.N.)
| | - Aldo Almeida
- Department of Plant and Environmental Sciences, University of Copenhagen, 1871 Frederiksberg, Denmark;
| | - Padma Nimmakayala
- Gus R. Douglass Institute, Department of Biology, West Virginia State University, Institute, WV 25112-1000, USA; (C.L.-O.); (P.N.)
| | - Umesh K. Reddy
- Gus R. Douglass Institute, Department of Biology, West Virginia State University, Institute, WV 25112-1000, USA; (C.L.-O.); (P.N.)
| | - Nagamani Balagurusamy
- Laboratorio de Biorremediación, Facultad de Ciencias Biológicas, Universidad Autónoma de Coahuila, Torreón 27275, Coahuila, México; (G.F.-I.); (C.G.-R.)
| |
Collapse
|
4
|
Elena-Real CA, Urbanek A, Imbert L, Morató A, Fournet A, Allemand F, Sibille N, Boisbouvier J, Bernadó P. Site-Specific Introduction of Alanines for the Nuclear Magnetic Resonance Investigation of Low-Complexity Regions and Large Biomolecular Assemblies. ACS Chem Biol 2023; 18:2039-2049. [PMID: 37582223 DOI: 10.1021/acschembio.3c00288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/17/2023]
Abstract
Nuclear magnetic resonance (NMR) studies of large biomolecular machines and highly repetitive proteins remain challenging due to the difficulty of assigning frequencies to individual nuclei. Here, we present an efficient strategy to address this challenge by engineering a Pyrococcus horikoshii tRNA/alanyl-tRNA synthetase pair that enables the incorporation of up to three isotopically labeled alanine residues in a site-specific manner using in vitro protein expression. The general applicability of this approach for NMR assignment has been demonstrated by introducing isotopically labeled alanines into four distinct proteins: huntingtin exon-1, HMA8 ATPase, the 300 kDa molecular chaperone ClpP, and the alanine-rich Phox2B transcription factor. For large protein assemblies, our labeling approach enabled unambiguous assignments while avoiding potential artifacts induced by site-specific mutations. When applied to Phox2B, which contains two poly-alanine tracts of nine and twenty alanines, we observed that the helical stability is strongly dependent on the homorepeat length. The capacity to selectively introduce alanines with distinct labeling patterns is a powerful tool to probe structure and dynamics of challenging biomolecular systems.
Collapse
Affiliation(s)
- Carlos A Elena-Real
- Centre de Biologie Structurale (CBS), Université de Montpellier, INSERM, CNRS, 29 rue de Navacelles, 34090 Montpellier, France
| | - Annika Urbanek
- Centre de Biologie Structurale (CBS), Université de Montpellier, INSERM, CNRS, 29 rue de Navacelles, 34090 Montpellier, France
| | - Lionel Imbert
- Univ. Grenoble Alpes, CNRS, CEA, Institut de Biologie Structurale (IBS), 71, avenue des martyrs, F-38044 Grenoble, France
| | - Anna Morató
- Centre de Biologie Structurale (CBS), Université de Montpellier, INSERM, CNRS, 29 rue de Navacelles, 34090 Montpellier, France
| | - Aurélie Fournet
- Centre de Biologie Structurale (CBS), Université de Montpellier, INSERM, CNRS, 29 rue de Navacelles, 34090 Montpellier, France
| | - Frédéric Allemand
- Centre de Biologie Structurale (CBS), Université de Montpellier, INSERM, CNRS, 29 rue de Navacelles, 34090 Montpellier, France
| | - Nathalie Sibille
- Centre de Biologie Structurale (CBS), Université de Montpellier, INSERM, CNRS, 29 rue de Navacelles, 34090 Montpellier, France
| | - Jérôme Boisbouvier
- Univ. Grenoble Alpes, CNRS, CEA, Institut de Biologie Structurale (IBS), 71, avenue des martyrs, F-38044 Grenoble, France
| | - Pau Bernadó
- Centre de Biologie Structurale (CBS), Université de Montpellier, INSERM, CNRS, 29 rue de Navacelles, 34090 Montpellier, France
| |
Collapse
|
5
|
Bashir K, Ahmad Z, Kobayashi T, Seki M, Nishizawa NK. Roles of subcellular metal homeostasis in crop improvement. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:2083-2098. [PMID: 33502492 DOI: 10.1093/jxb/erab018] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 01/25/2021] [Indexed: 06/12/2023]
Abstract
Improvement of crop production in response to rapidly changing environmental conditions is a serious challenge facing plant breeders and biotechnologists. Iron (Fe), zinc (Zn), manganese (Mn), and copper (Cu) are essential micronutrients for plant growth and reproduction. These minerals are critical to several cellular processes including metabolism, photosynthesis, and cellular respiration. Regulating the uptake and distribution of these minerals could significantly improve plant growth and development, ultimately leading to increased crop production. Plant growth is limited by mineral deficiency, but on the other hand, excess Fe, Mn, Cu, and Zn can be toxic to plants; therefore, their uptake and distribution must be strictly regulated. Moreover, the distribution of these metals among subcellular organelles is extremely important for maintaining optimal cellular metabolism. Understanding the mechanisms controlling subcellular metal distribution and availability would enable development of crop plants that are better adapted to challenging and rapidly changing environmental conditions. Here, we describe advances in understanding of subcellular metal homeostasis, with a particular emphasis on cellular Fe homeostasis in Arabidopsis and rice, and discuss strategies for regulating cellular metabolism to improve plant production.
Collapse
Affiliation(s)
- Khurram Bashir
- Department of Biology, Syed Babar Ali School of Science and Engineering, Lahore, Pakistan
- Plant Genomics Network Research Team, Center for Sustainable Resource Science, Suehiro, Tsurumi Ku, Yokohama, Kanagawa, Japan
| | - Zarnab Ahmad
- Plant Genomics Network Research Team, Center for Sustainable Resource Science, Suehiro, Tsurumi Ku, Yokohama, Kanagawa, Japan
| | - Takanori Kobayashi
- Research Institute for Bioresources and Biotechnology, Ishikawa Prefectural University, Nonoichi, Ishikawa, Japan
| | - Motoaki Seki
- Plant Genomics Network Research Team, Center for Sustainable Resource Science, Suehiro, Tsurumi Ku, Yokohama, Kanagawa, Japan
- Kihara Institute for Biological Research, Yokohama City University, Yokohama, Japan
- Plant Epigenome Regulation Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, Japan
| | - Naoko K Nishizawa
- Research Institute for Bioresources and Biotechnology, Ishikawa Prefectural University, Nonoichi, Ishikawa, Japan
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, Yayoi, Bunkyo-ku, Tokyo, Japan
| |
Collapse
|
6
|
Imbert L, Lenoir-Capello R, Crublet E, Vallet A, Awad R, Ayala I, Juillan-Binard C, Mayerhofer H, Kerfah R, Gans P, Miclet E, Boisbouvier J. In Vitro Production of Perdeuterated Proteins in H 2O for Biomolecular NMR Studies. Methods Mol Biol 2021; 2199:127-149. [PMID: 33125648 DOI: 10.1007/978-1-0716-0892-0_8] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
The cell-free synthesis is an efficient strategy to produce in large scale protein samples for structural investigations. In vitro synthesis allows for significant reduction of production time, simplification of purification steps and enables production of both soluble and membrane proteins. The cell-free reaction is an open system and can be performed in presence of many additives such as cofactors, inhibitors, redox systems, chaperones, detergents, lipids, nanodisks, and surfactants to allow for the expression of toxic membrane proteins or intrinsically disordered proteins. In this chapter we present protocols to prepare E. coli S30 cellular extracts, T7 RNA polymerase, and their use for in vitro protein expression. Optimizations of the protocol are presented for preparation of protein samples enriched in deuterium, a prerequisite for the study of high-molecular-weight proteins by NMR spectroscopy. An efficient production of perdeuterated proteins is achieved together with a full protonation of all the amide NMR probes, without suffering from residual protonation on aliphatic carbons. Application to the production of the 468 kDa TET2 protein assembly for NMR investigations is presented.
Collapse
Affiliation(s)
- Lionel Imbert
- CNRS, CEA, Institut de Biologie Structurale (IBS), University of Grenoble Alpes, Grenoble, France
- CNRS, CEA, EMBL, Integrated Structural Biology Grenoble (ISBG), University of Grenoble Alpes, Grenoble, France
| | - Rachel Lenoir-Capello
- CNRS, Laboratoire des biomolécules, LBM, Sorbonne Université, École normale supérieure, PSL University, Paris, France
| | | | - Alicia Vallet
- CNRS, CEA, Institut de Biologie Structurale (IBS), University of Grenoble Alpes, Grenoble, France
| | - Rida Awad
- CNRS, CEA, Institut de Biologie Structurale (IBS), University of Grenoble Alpes, Grenoble, France
| | - Isabel Ayala
- CNRS, CEA, Institut de Biologie Structurale (IBS), University of Grenoble Alpes, Grenoble, France
| | - Celine Juillan-Binard
- CNRS, CEA, Institut de Biologie Structurale (IBS), University of Grenoble Alpes, Grenoble, France
- CNRS, CEA, EMBL, Integrated Structural Biology Grenoble (ISBG), University of Grenoble Alpes, Grenoble, France
| | - Hubert Mayerhofer
- CNRS, CEA, Institut de Biologie Structurale (IBS), University of Grenoble Alpes, Grenoble, France
| | | | - Pierre Gans
- CNRS, CEA, Institut de Biologie Structurale (IBS), University of Grenoble Alpes, Grenoble, France
| | - Emeric Miclet
- CNRS, Laboratoire des biomolécules, LBM, Sorbonne Université, École normale supérieure, PSL University, Paris, France
| | - Jerome Boisbouvier
- CNRS, CEA, Institut de Biologie Structurale (IBS), University of Grenoble Alpes, Grenoble, France.
| |
Collapse
|
7
|
Zhang Y, Li Q, Xu L, Qiao X, Liu C, Zhang S. Comparative analysis of the P-type ATPase gene family in seven Rosaceae species and an expression analysis in pear (Pyrus bretschneideri Rehd.). Genomics 2020; 112:2550-2563. [PMID: 32057915 DOI: 10.1016/j.ygeno.2020.02.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 02/03/2020] [Accepted: 02/07/2020] [Indexed: 10/25/2022]
Abstract
P-type ATPases are integral membrane transporters that play important roles in transmembrane transport in plants. However, a comprehensive analysis of the P-type ATPase gene family has not been conducted in Chinese white pear (Pyrus bretschneideri) or other Rosaceae species. Here, we identified 419 P-type ATPase genes from seven Rosaceae species (Pyrus bretschneideri, Malus domestica, Prunus persica, Fragaria vesca, Prunus mume, Pyrus communis and Pyrus betulifolia). Structural and phylogenetic analyses revealed that P-type ATPase genes can be divided into five subfamilies. Different subfamilies have different conserved motifs and cis-acting elements, which may lead to functional divergence within one gene family. Dispersed duplication and whole-genome duplication may play critical roles in the expansion of the P-type ATPase family. Purifying selection was the primary force driving the evolution of P-type ATPase family genes. Based on the dynamic transcriptome analysis and transient transformation of Chinese white pear fruit, Pbr029767.1 in the P3A subfamily were found to be associated with malate accumulation during pear fruit development. Using a co-expression network, we identified several transcription factors that may have regulatory relationships with the P-type ATPase gene family. Overall, this study lays a solid foundation for understanding the evolution and functions of P-type ATPase genes in Chinese white pear and six other Rosaceae species.
Collapse
Affiliation(s)
- Yuxin Zhang
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Centre of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China.
| | - Qionghou Li
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Centre of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China.
| | - Linlin Xu
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Centre of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China.
| | - Xin Qiao
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Centre of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China
| | - Chunxin Liu
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Centre of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China.
| | - Shaoling Zhang
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Centre of Pear Engineering Technology Research, Nanjing Agricultural University, Nanjing 210095, China.
| |
Collapse
|
8
|
Wang XK, Gong X, Cao F, Wang Y, Zhang G, Wu F. HvPAA1 Encodes a P-Type ATPase, a Novel Gene for Cadmium Accumulation and Tolerance in Barley ( Hordeum vulgare L.). Int J Mol Sci 2019; 20:ijms20071732. [PMID: 30965578 PMCID: PMC6480696 DOI: 10.3390/ijms20071732] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 04/01/2019] [Accepted: 04/02/2019] [Indexed: 11/21/2022] Open
Abstract
The identification of gene(s) that are involved in Cd accumulation/tolerance is vital in developing crop cultivars with low Cd accumulation. We developed a doubled haploid (DH) population that was derived from a cross of Suyinmai 2 (Cd-sensitive) × Weisuobuzhi (Cd-tolerant) to conduct quantitative trait loci (QTL) mapping studies. We assessed chlorophyll content, traits that are associated with development, metal concentration, and antioxidative enzyme activity in DH population lines and parents under control and Cd stress conditions. A single QTL, designated as qShCd7H, was identified on chromosome 7H that was linked to shoot Cd concentration; qShCd7H explained 17% of the phenotypic variation. Comparative genomics, map-based cloning, and gene silencing were used in isolation, cloning, and functional characterization of the candidate gene. A novel gene HvPAA1, being related to shoot Cd concentration, was identified from qShCd7H. Sequence comparison indicated that HvPAA1 carried seven domains with an N-glycosylation motif. HvPAA1 is predominantly expressed in shoots. Subcellular localization verified that HvPAA1 is located in plasma membrane. The silencing of HvPAA1 resulted in growth inhibition, greater Cd accumulation, and a significant decrease in Cd tolerance. We conclude HvPAA1 is a novel plasma membrane-localized ATPase that contributes to Cd tolerance and accumulation in barley. The results provide us with new insights that may aid in the screening and development of Cd-tolerant and low-Cd-accumulation crops.
Collapse
Affiliation(s)
- Xin-Ke Wang
- Department of Agronomy, College of Agriculture and Biotechnology, Zijingang Campus, Zhejiang University, Hangzhou 310058, China.
| | - Xue Gong
- School of Agriculture, Food and Wine, the University of Adelaide, Waite Campus, Adelaide 5064, Australia.
| | - Fangbin Cao
- Department of Agronomy, College of Agriculture and Biotechnology, Zijingang Campus, Zhejiang University, Hangzhou 310058, China.
| | - Yizhou Wang
- Department of Agronomy, College of Agriculture and Biotechnology, Zijingang Campus, Zhejiang University, Hangzhou 310058, China.
| | - Guoping Zhang
- Department of Agronomy, College of Agriculture and Biotechnology, Zijingang Campus, Zhejiang University, Hangzhou 310058, China.
| | - Feibo Wu
- Department of Agronomy, College of Agriculture and Biotechnology, Zijingang Campus, Zhejiang University, Hangzhou 310058, China.
- Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China.
| |
Collapse
|