1
|
Applications of Molecular Markers for Developing Abiotic-Stress-Resilient Oilseed Crops. LIFE (BASEL, SWITZERLAND) 2022; 13:life13010088. [PMID: 36676037 PMCID: PMC9867252 DOI: 10.3390/life13010088] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 12/23/2022] [Accepted: 12/25/2022] [Indexed: 12/29/2022]
Abstract
Globally, abiotic stresses, such as temperature (heat or cold), water (drought and flooding), and salinity, cause significant losses in crop production and have adverse effects on plant growth and development. A variety of DNA-based molecular markers, such as SSRs, RFLPs, AFLPs, SNPs, etc., have been used to screen germplasms for stress tolerance and the QTL mapping of stress-related genes. Such molecular-marker-assisted selection strategies can quicken the development of tolerant/resistant cultivars to withstand abiotic stresses. Oilseeds such as rapeseed, mustard, peanuts, soybeans, sunflower, safflower, sesame, flaxseed, and castor are the most important source of edible oil worldwide. Although oilseed crops are known for their capacity to withstand abiotic challenges, there is a significant difference between actual and potential yields due to the adaptation and tolerance to severe abiotic pressures. This review summarizes the applications of molecular markers to date to achieve abiotic stress tolerance in major oilseed crops. The molecular markers that have been reported for genetic diversity studies and the mapping and tagging of genes/QTLs for drought, heavy metal stress, salinity, flooding, cold and heat stress, and their application in the MAS are presented.
Collapse
|
2
|
Rono JK, Sun D, Yang ZM. Metallochaperones: A critical regulator of metal homeostasis and beyond. Gene 2022; 822:146352. [PMID: 35183685 DOI: 10.1016/j.gene.2022.146352] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 02/03/2022] [Accepted: 02/15/2022] [Indexed: 12/11/2022]
Abstract
Metallochaperones are a class of unique protein families that was originally found to interact with cellular metal ions by metal delivery to specific target proteins such as metal enzymes. Recently, some members of metallochaperones receive much attention owning to their multi-biological functions in mediating plant growth, development and biotic or abiotic stress responses, particularly in the aspects of metal transport and accumulation in plants. For example, some non-essential toxic heavy metals (e.g. cadmium and mercury) accumulating in farmland due to the industrial and agronomic activities, are a constant threat to crop production, food safety and human health. Digging genetic resources and functional genes like metallochaperones is critical for understanding the metal detoxification in plants, and may help develop cleaner crops with minimal toxic metals in leafy vegetables and grains, or plants for metal-polluted soil phytoremediation. In this review, we highlight the current advancement of the research on functions of metallochaperones in metal accumulation, detoxification and homeostasis. We also summarize the recent progress of the research on the critical roles of the metal-binding proteins in regulating plant responses to some other biological processes including plant growth, development, pathogen stresses, and abiotic stresses such salt, drought, cold and light. Finally, an additional capacity of some members of metallochaperones involved in the resistance to the pathogen attack and possibly regulatory roles was reviewed.
Collapse
Affiliation(s)
- Justice Kipkorir Rono
- Department of Biochemistry and Molecular Biology, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
| | - Di Sun
- Department of Biochemistry and Molecular Biology, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China
| | - Zhi Min Yang
- Department of Biochemistry and Molecular Biology, College of Life Sciences, Nanjing Agricultural University, Nanjing 210095, China.
| |
Collapse
|
3
|
Nissan N, Hooker J, Pattang A, Charette M, Morrison M, Yu K, Hou A, Golshani A, Molnar SJ, Cober ER, Samanfar B. Novel QTL for Low Seed Cadmium Accumulation in Soybean. PLANTS (BASEL, SWITZERLAND) 2022; 11:1146. [PMID: 35567147 PMCID: PMC9102923 DOI: 10.3390/plants11091146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 04/20/2022] [Accepted: 04/22/2022] [Indexed: 11/24/2022]
Abstract
Soybean is a valuable crop, used in animal feed and for human consumption. Selecting soybean cultivars with low seed cadmium (Cd) concentration is important for the purpose of minimizing the transfer of Cd into the human body. To ensure international trade, farmers need to produce soybean that meets the European Union (EU) Cd limit of 0.2 mg kg-1. In this study, we evaluated two populations of recombinant inbred lines (RILs), X5154 and X4050, for seed Cd accumulation. Linkage maps were constructed with 325 and 280 polymorphic simple sequence repeat (SSR) markers, respectively, and used to identify a novel minor quantitative trait locus (QTL) on chromosome 13 in the X4050 population between SSR markers Satt522 and Satt218. Based on a gene ontology search within the QTL region, seven genes were identified as candidates responsible for low seed Cd accumulation, including Glyma.13G308700 and Glyma.13G309100. In addition, we confirmed the known major gene, Cda1, in the X5154 population and developed KASP and CAPS/dCAPS allele-specific markers for efficient marker-assisted breeding for Cda1.
Collapse
Affiliation(s)
- Nour Nissan
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON K1A 0C6, Canada; (N.N.); (J.H.); (A.P.); (M.C.); (M.M.); (S.J.M.); (E.R.C.)
- Department of Biology, Ottawa Institute of Systems Biology, Carleton University, Ottawa, ON K1S 5B6, Canada;
| | - Julia Hooker
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON K1A 0C6, Canada; (N.N.); (J.H.); (A.P.); (M.C.); (M.M.); (S.J.M.); (E.R.C.)
- Department of Biology, Ottawa Institute of Systems Biology, Carleton University, Ottawa, ON K1S 5B6, Canada;
| | - Arezo Pattang
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON K1A 0C6, Canada; (N.N.); (J.H.); (A.P.); (M.C.); (M.M.); (S.J.M.); (E.R.C.)
- Department of Biology, Ottawa Institute of Systems Biology, Carleton University, Ottawa, ON K1S 5B6, Canada;
| | - Martin Charette
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON K1A 0C6, Canada; (N.N.); (J.H.); (A.P.); (M.C.); (M.M.); (S.J.M.); (E.R.C.)
| | - Malcolm Morrison
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON K1A 0C6, Canada; (N.N.); (J.H.); (A.P.); (M.C.); (M.M.); (S.J.M.); (E.R.C.)
| | - Kangfu Yu
- Agriculture and Agri-Food Canada, Harrow Research and Development Centre, Harrow, ON N0R 1G0, Canada;
| | - Anfu Hou
- Agriculture and Agri-Food Canada, Morden Research and Development Centre, Morden, MB R6M 1Y5, Canada;
| | - Ashkan Golshani
- Department of Biology, Ottawa Institute of Systems Biology, Carleton University, Ottawa, ON K1S 5B6, Canada;
| | - Stephen J. Molnar
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON K1A 0C6, Canada; (N.N.); (J.H.); (A.P.); (M.C.); (M.M.); (S.J.M.); (E.R.C.)
| | - Elroy R. Cober
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON K1A 0C6, Canada; (N.N.); (J.H.); (A.P.); (M.C.); (M.M.); (S.J.M.); (E.R.C.)
| | - Bahram Samanfar
- Agriculture and Agri-Food Canada, Ottawa Research and Development Centre, Ottawa, ON K1A 0C6, Canada; (N.N.); (J.H.); (A.P.); (M.C.); (M.M.); (S.J.M.); (E.R.C.)
- Department of Biology, Ottawa Institute of Systems Biology, Carleton University, Ottawa, ON K1S 5B6, Canada;
| |
Collapse
|
4
|
Zulfiqar U, Jiang W, Xiukang W, Hussain S, Ahmad M, Maqsood MF, Ali N, Ishfaq M, Kaleem M, Haider FU, Farooq N, Naveed M, Kucerik J, Brtnicky M, Mustafa A. Cadmium Phytotoxicity, Tolerance, and Advanced Remediation Approaches in Agricultural Soils; A Comprehensive Review. FRONTIERS IN PLANT SCIENCE 2022; 13:773815. [PMID: 35371142 PMCID: PMC8965506 DOI: 10.3389/fpls.2022.773815] [Citation(s) in RCA: 64] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 02/02/2022] [Indexed: 05/03/2023]
Abstract
Cadmium (Cd) is a major environmental contaminant due to its widespread industrial use. Cd contamination of soil and water is rather classical but has emerged as a recent problem. Cd toxicity causes a range of damages to plants ranging from germination to yield suppression. Plant physiological functions, i.e., water interactions, essential mineral uptake, and photosynthesis, are also harmed by Cd. Plants have also shown metabolic changes because of Cd exposure either as direct impact on enzymes or other metabolites, or because of its propensity to produce reactive oxygen species, which can induce oxidative stress. In recent years, there has been increased interest in the potential of plants with ability to accumulate or stabilize Cd compounds for bioremediation of Cd pollution. Here, we critically review the chemistry of Cd and its dynamics in soil and the rhizosphere, toxic effects on plant growth, and yield formation. To conserve the environment and resources, chemical/biological remediation processes for Cd and their efficacy have been summarized in this review. Modulation of plant growth regulators such as cytokinins, ethylene, gibberellins, auxins, abscisic acid, polyamines, jasmonic acid, brassinosteroids, and nitric oxide has been highlighted. Development of plant genotypes with restricted Cd uptake and reduced accumulation in edible portions by conventional and marker-assisted breeding are also presented. In this regard, use of molecular techniques including identification of QTLs, CRISPR/Cas9, and functional genomics to enhance the adverse impacts of Cd in plants may be quite helpful. The review's results should aid in the development of novel and suitable solutions for limiting Cd bioavailability and toxicity, as well as the long-term management of Cd-polluted soils, therefore reducing environmental and human health hazards.
Collapse
Affiliation(s)
- Usman Zulfiqar
- Department of Agronomy, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Wenting Jiang
- College of Life Sciences, Yan’an University, Yan’an, China
| | - Wang Xiukang
- College of Life Sciences, Yan’an University, Yan’an, China
| | - Saddam Hussain
- Department of Agronomy, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Muhammad Ahmad
- Department of Agronomy, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | | | - Nauman Ali
- Agronomic Research Institute, Ayub Agricultural Research Institute, Faisalabad, Pakistan
| | - Muhammad Ishfaq
- Department of Agronomy, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Muhammad Kaleem
- Department of Botany, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Fasih Ullah Haider
- College of Resources and Environmental Sciences, Gansu Agricultural University, Lanzhou, China
| | - Naila Farooq
- Department of Soil and Environmental Science, College of Agriculture, University of Sargodha, Sargodha, Pakistan
| | - Muhammad Naveed
- Institute of Soil and Environmental Science, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Jiri Kucerik
- Institute of Chemistry and Technology of Environmental Protection, Faculty of Chemistry, Brno University of Technology, Brno, Czechia
| | - Martin Brtnicky
- Institute of Chemistry and Technology of Environmental Protection, Faculty of Chemistry, Brno University of Technology, Brno, Czechia
- Department of Agrochemistry, Soil Science, Microbiology and Plant Nutrition, Faculty of AgriSciences, Mendel University in Brno, Brno, Czechia
| | - Adnan Mustafa
- Institute of Chemistry and Technology of Environmental Protection, Faculty of Chemistry, Brno University of Technology, Brno, Czechia
- Department of Agrochemistry, Soil Science, Microbiology and Plant Nutrition, Faculty of AgriSciences, Mendel University in Brno, Brno, Czechia
- Institute for Environmental Studies, Faculty of Science, Charles University in Prague, Prague, Czechia
| |
Collapse
|
5
|
Roorkiwal M, Pandey S, Thavarajah D, Hemalatha R, Varshney RK. Molecular Mechanisms and Biochemical Pathways for Micronutrient Acquisition and Storage in Legumes to Support Biofortification for Nutritional Security. FRONTIERS IN PLANT SCIENCE 2021; 12:682842. [PMID: 34163513 PMCID: PMC8215609 DOI: 10.3389/fpls.2021.682842] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Accepted: 05/06/2021] [Indexed: 05/10/2023]
Abstract
The world faces a grave situation of nutrient deficiency as a consequence of increased uptake of calorie-rich food that threaten nutritional security. More than half the world's population is affected by different forms of malnutrition. Unhealthy diets associated with poor nutrition carry a significant risk of developing non-communicable diseases, leading to a high mortality rate. Although considerable efforts have been made in agriculture to increase nutrient content in cereals, the successes are insufficient. The number of people affected by different forms of malnutrition has not decreased much in the recent past. While legumes are an integral part of the food system and widely grown in sub-Saharan Africa and South Asia, only limited efforts have been made to increase their nutrient content in these regions. Genetic variation for a majority of nutritional traits that ensure nutritional security in adverse conditions exists in the germplasm pool of legume crops. This diversity can be utilized by selective breeding for increased nutrients in seeds. The targeted identification of precise factors related to nutritional traits and their utilization in a breeding program can help mitigate malnutrition. The principal objective of this review is to present the molecular mechanisms of nutrient acquisition, transport and metabolism to support a biofortification strategy in legume crops to contribute to addressing malnutrition.
Collapse
Affiliation(s)
- Manish Roorkiwal
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
- The UWA Institute of Agriculture, The University of Western Australia, Perth, WA, Australia
| | - Sarita Pandey
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Dil Thavarajah
- Plant and Environmental Sciences, Poole Agricultural Center, Clemson University, Clemson, SC, United States
| | - R. Hemalatha
- ICMR-National Institute of Nutrition (NIN), Hyderabad, India
| | - Rajeev K. Varshney
- International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
- The UWA Institute of Agriculture, The University of Western Australia, Perth, WA, Australia
- State Agricultural Biotechnology Centre, Centre for Crop and Food Innovation, Murdoch University, Murdoch, WA, Australia
- *Correspondence: Rajeev K. Varshney, ;
| |
Collapse
|
6
|
Hirata K, Takagi K, Yamada T, Sayama T, Anai T, Kikuchi A, Ishimoto M. Isolation and characterization of induced mutants in the gene associated with seed cadmium accumulation in soybean. BREEDING SCIENCE 2019; 69:345-351. [PMID: 31481844 PMCID: PMC6711727 DOI: 10.1270/jsbbs.18091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2018] [Accepted: 02/11/2019] [Indexed: 06/10/2023]
Abstract
Food contamination by cadmium (Cd) is a serious threat to human health. Thus, it is imperative to prevent Cd accumulation in staple crops like soybean. The development of low Cd accumulating cultivars is an effective solution. To this end, it is essential to identify the gene(s) controlling seed Cd accumulation. Although Glyma.09G055600 (GmHMA3) seems to be associated with Cd accumulation in soybean, it has not been established if it is responsible for seed Cd accumulation. In the present study, the effect of GmHMA3 on seed Cd accumulation in soybean was validated using three independent GmHMA3 mutants isolated from an ethyl methanesulfonate-induced soybean mutant library. Each of mutant had an amino acid substitution in GmHMA3 and segregating progenies were developed by crossing the original cultivar with each of the three mutants. The relationship between these three mutations and seed Cd accumulation was investigated. While two of them significantly increased seed Cd accumulation corresponding to previous reports of a natural missense mutation in GmHMA3, the other slightly decreased seed Cd accumulation. Overall, these results indicate that GmHMA3 is responsible for seed Cd accumulation in soybean.
Collapse
Affiliation(s)
- Kaori Hirata
- Tohoku Agricultural Research Center, National Agriculture and Food Research Organization (NARO),
297 Uenodai, Kariwano, Daisen, Akita 019-2112,
Japan
| | - Kyoko Takagi
- Tohoku Agricultural Research Center NARO,
50 Harajukuminami, Arai, Fukushima 960-2156,
Japan
| | - Tetsuya Yamada
- Institute of Crop Science, NARO,
2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518,
Japan
| | - Takashi Sayama
- Western Region Agricultural Research Center, NARO,
1-3-1 Senyu, Zentsuji, Kagawa 765-8508,
Japan
| | - Toyoaki Anai
- Saga University,
1 Honjo-machi, Saga 840-8502,
Japan
| | - Akio Kikuchi
- Tohoku Agricultural Research Center, National Agriculture and Food Research Organization (NARO),
297 Uenodai, Kariwano, Daisen, Akita 019-2112,
Japan
| | - Masao Ishimoto
- Institute of Crop Science, NARO,
2-1-2 Kannondai, Tsukuba, Ibaraki 305-8518,
Japan
| |
Collapse
|
7
|
Li C, Nguyen V, Liu J, Fu W, Chen C, Yu K, Cui Y. Mutagenesis of seed storage protein genes in Soybean using CRISPR/Cas9. BMC Res Notes 2019; 12:176. [PMID: 30917862 PMCID: PMC6437971 DOI: 10.1186/s13104-019-4207-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2018] [Accepted: 03/18/2019] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE Soybean seeds are an important source of vegetable proteins for both food and industry worldwide. Conglycinins (7S) and glycinins (11S), which are two major families of storage proteins encoded by a small family of genes, account for about 70% of total soy seed protein. Mutant alleles of these genes are often necessary in certain breeding programs, as the relative abundance of these protein subunits affect amino acid composition and soy food properties. In this study, we set out to test the efficiency of the CRISPR/Cas9 system in editing soybean storage protein genes using Agrobacterium rhizogenes-mediated hairy root transformation system. RESULTS We designed and tested sgRNAs to target nine different major storage protein genes and detected DNA mutations in three storage protein genes in soybean hairy roots, at a ratio ranging from 3.8 to 43.7%. Our work provides a useful resource for future soybean breeders to engineer/develop varieties with mutations in seed storage proteins.
Collapse
Affiliation(s)
- Chenlong Li
- London Research and Development Center, Agriculture and Agri-Food Canada, London, ON Canada
- Department of Biology, Western University, London, ON Canada
- State Key Laboratory of Biocontrol and Guangdong Key Laboratory of Plant Resource, School of Life Sciences, Sun Yat-sen University, Guangzhou, China
| | - Vi Nguyen
- London Research and Development Center, Agriculture and Agri-Food Canada, London, ON Canada
| | - Jun Liu
- London Research and Development Center, Agriculture and Agri-Food Canada, London, ON Canada
- Guangdong Academy of Agricultural Sciences, Guangzhou, China
| | - Wenqun Fu
- London Research and Development Center, Agriculture and Agri-Food Canada, London, ON Canada
- Department of Biological Science and Technology, Minnan Normal University, Zhangzhou, China
| | - Chen Chen
- London Research and Development Center, Agriculture and Agri-Food Canada, London, ON Canada
- Department of Biology, Western University, London, ON Canada
| | - Kangfu Yu
- Agriculture and Agri-Food Canada, Harrow Research and Development Centre, Harrow, ON Canada
| | - Yuhai Cui
- London Research and Development Center, Agriculture and Agri-Food Canada, London, ON Canada
- Department of Biology, Western University, London, ON Canada
| |
Collapse
|
8
|
Wang Y, Wang C, Liu Y, Yu K, Zhou Y. GmHMA3 sequesters Cd to the root endoplasmic reticulum to limit translocation to the stems in soybean. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2018; 270:23-29. [PMID: 29576076 DOI: 10.1016/j.plantsci.2018.02.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 01/31/2018] [Accepted: 02/07/2018] [Indexed: 05/15/2023]
Abstract
A single point-mutation in GmHMA3 (Glycine max heavy metal-associated ATPase; a wild type allele cloned from a low Cd-accumulated soybean) is closely associated with seed cadmium (Cd) concentration. It is linked to Cd transportation in yeast, and is primarily expressed in the roots of plants. We hypothesized that the function of GmHMA3w in soybean would be akin to that of OsHMA3 in rice, which expresses in the root tonoplast and sequestrates Cd into the root vacuole to reduce Cd translocation to the shoots and limit its accumulation in the seeds. In this study, the transient expression of the GmHMA3w-GFP fusion protein in rice mesophyll protoplasts indicated that the subcellular localization of GmHAM3w was in the endoplasmic reticulum (ER). Overexpression of GmHMA3w increased the Cd concentration in the roots, decreased the Cd concentration in the stems, and did not affect the Cd concentration in the leaves. Additionally, its overexpression did not alter the Cd concentration across the whole plant. These findings indicated that GmHMA3w does not influence the Cd uptake, but limits the translocation of Cd from the roots to the stems. GmHMA3w thus acts in metal transportation. Assessment of the subcellular distribution of Cd indicated that GmHMA3w facilitated transport of Cd from the cell wall fraction to the organelle fraction, and then sequestrated Cd into the root ER, thus limiting its translocation to the stems. Additionally, the results also suggested that the ER constitutes a site of particularly high Cd sensitively in plants.
Collapse
Affiliation(s)
- Yi Wang
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan, 611130, China; Joint International Research Laboratory of Crop Resources and Genetic Improvement, Sichuan Agricultural University, Wenjiang, 611130, Sichuan, China
| | - Chao Wang
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan, 611130, China
| | - Yujing Liu
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan, 611130, China
| | - Kangfu Yu
- Harrow Research and Development Centre, Agriculture and Agri-Food Canada, 2585 County Road 20, Harrow, Ontario, N0R 1G0, Canada.
| | - Yonghong Zhou
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan, 611130, China; Joint International Research Laboratory of Crop Resources and Genetic Improvement, Sichuan Agricultural University, Wenjiang, 611130, Sichuan, China.
| |
Collapse
|
9
|
Mengist MF, Alves S, Griffin D, Creedon J, McLaughlin MJ, Jones PW, Milbourne D. Genetic mapping of quantitative trait loci for tuber-cadmium and zinc concentration in potato reveals associations with maturity and both overlapping and independent components of genetic control. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2018; 131:929-945. [PMID: 29307117 DOI: 10.1007/s00122-017-3048-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2017] [Accepted: 12/21/2017] [Indexed: 06/07/2023]
Abstract
Cd is a toxic metal, whilst Zn is an essential for plant and human health. Both can accumulate in potato tubers. We examine the genetic control of this process. The aim of this study was to map quantitative trait loci (QTLs) influencing tuber concentrations of cadmium (Cd) and zinc (Zn). We developed a segregating population comprising 188 F1 progeny derived from crossing two tetraploid cultivars exhibiting divergent tuber-Cd-accumulation phenotypes. These progeny were genotyped using the SolCap 8303 SNP array, and evaluated for Cd, Zn, and maturity-related traits. Linkage and QTL mapping were performed using TetraploidSNPMap software, which incorporates all allele dosage information. The final genetic map comprised 3755 SNP markers with average marker density of 2.94 per cM. Tuber-Cd and Zn concentrations were measured in the segregating population over 2 years. QTL mapping identified four loci for tuber-Cd concentration on chromosomes 3, 5, 6, and 7, which explained genetic variance ranging from 5 to 33%, and five loci for tuber-Zn concentration on chromosome 1, 3, 5, and, 6 explaining from 5 to 38% of genetic variance. Among the QTL identified for tuber-Cd concentration, three loci coincided with tuber-Zn concentration. The largest effect QTL for both tuber-Cd and Zn concentration coincided with the maturity locus on chromosome 5 where earliness was associated with increased tuber concentration of both metals. Coincident minor-effect QTL for Cd and Zn sharing the same direction of effect was also found on chromosomes 3 and 6, and these were unrelated to maturity The results indicate partially overlapping genetic control of tuber-Cd and Zn concentration in the cross, involving both maturity-related and non-maturity-related mechanisms.
Collapse
Affiliation(s)
- Molla F Mengist
- Teagasc, Crops Research Centre, Oak Park, Carlow, R93 XE12, Ireland
- School of Biological, Earth and Environmental Sciences, University College Cork, Western Road, Cork, Ireland
| | - Sheila Alves
- Teagasc, Crops Research Centre, Oak Park, Carlow, R93 XE12, Ireland
| | - Denis Griffin
- Teagasc, Crops Research Centre, Oak Park, Carlow, R93 XE12, Ireland
| | - Joanne Creedon
- Teagasc, Environmental Research Centre, Jonhstown Castle, Wexford, Ireland
| | - Mike J McLaughlin
- Soil Science Group, School of Agriculture, Food and Wine, The University of Adelaide, PMB 1 Waite Campus, Glen Osmond, SA, 5064, Australia
| | - Peter W Jones
- School of Biological, Earth and Environmental Sciences, University College Cork, Western Road, Cork, Ireland
| | - Dan Milbourne
- Teagasc, Crops Research Centre, Oak Park, Carlow, R93 XE12, Ireland.
| |
Collapse
|
10
|
Xu Z, Liu X, He X, Xu L, Huang Y, Shao H, Zhang D, Tang B, Ma H. The Soybean Basic Helix-Loop-Helix Transcription Factor ORG3-Like Enhances Cadmium Tolerance via Increased Iron and Reduced Cadmium Uptake and Transport from Roots to Shoots. FRONTIERS IN PLANT SCIENCE 2017; 8:1098. [PMID: 28702035 PMCID: PMC5487394 DOI: 10.3389/fpls.2017.01098] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Accepted: 06/06/2017] [Indexed: 05/04/2023]
Abstract
Cadmium (Cd) is one of the most dangerous heavy metal pollutants in the environment and is toxic to animal and plant cells. On the other hand, iron (Fe) is an essential element for plant growth and development. The chlorosis of plant leaves under cadmium stress is similar to the typical symptom of iron deficiency. Recently, several Arabidopsis basic/helix-loop-helix (bHLH) transcription factors have been identified that are involved in the interactions between Cd and Fe. In the present study, over-expression the ORG3-like gene GmORG3, a bHLH transcription factor OBP3-responsive gene (ORG), enhanced Cd tolerance and stabilized Fe homeostasis. The domain analysis of GmORG3 showed that the protein contains a conserved 61-residue bHLH domain belonging to subfamily II. Moreover, subcellular localization experiments showed that GmORG3 is a nucleoprotein. GmORG3 was transcribed only in soybean roots and was significantly induced by external Cd stress in soybean plants. Heterologous expression of GmORG3 enhanced Cd tolerance in yeast. Furthermore, the overexpression of GmORG3 in soybean mosaic seedlings using a hairy root system showed that overexpressing plants increased the translocation ratio of Fe but reduced Cd translocation from the roots to shoots. In addition, the ectopic expression of GmORG3 in tobacco reduced phytotoxic effects induced by Cd stress and Fe deficiency, including the blockage of root elongation and decreased chlorophyll content. By integrating all these results, we found that GmORG3 plays an important role in response to Cd stress. The results provide new insights into the molecular mechanisms of Cd tolerance in soybean.
Collapse
Affiliation(s)
- Zhaolong Xu
- Salt-Soil Agricultural Center, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural SciencesNanjing, China
| | - Xiaoqing Liu
- Salt-Soil Agricultural Center, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural SciencesNanjing, China
| | - Xiaolan He
- Salt-Soil Agricultural Center, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural SciencesNanjing, China
| | - Ling Xu
- Salt-Soil Agricultural Center, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural SciencesNanjing, China
| | - Yihong Huang
- Salt-Soil Agricultural Center, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural SciencesNanjing, China
| | - Hongbo Shao
- Salt-Soil Agricultural Center, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural SciencesNanjing, China
- JLCBE, Yancheng Teachers UniversityYancheng, China
- *Correspondence: Hongbo Shao, Dayong Zhang,
| | - Dayong Zhang
- Salt-Soil Agricultural Center, Institute of Agricultural Resources and Environment, Jiangsu Academy of Agricultural SciencesNanjing, China
- *Correspondence: Hongbo Shao, Dayong Zhang,
| | - Boping Tang
- JLCBE, Yancheng Teachers UniversityYancheng, China
| | - Hongxiang Ma
- Institute of Grain Crops, Jiangsu Academy of Agricultural SciencesNanjing, China
| |
Collapse
|
11
|
Fang X, Wang L, Deng X, Wang P, Ma Q, Nian H, Wang Y, Yang C. Genome-wide characterization of soybean P 1B -ATPases gene family provides functional implications in cadmium responses. BMC Genomics 2016; 17:376. [PMID: 27207280 PMCID: PMC4874001 DOI: 10.1186/s12864-016-2730-2] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Accepted: 05/12/2016] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The P1B-ATPase subfamily is an important group involved in transporting heavy metals and has been extensively studied in model plants, such as Arabidopsis thaliana and Oryza sativa. Emerging evidence indicates that one homolog in Glycine max is also involved in cadmium (Cd) stress, but the gene family has not been fully investigated in soybean. RESULTS Here, we identified 20 heavy metal ATPase (HMA) family members in the soybean genome, presented as 10 paralogous pairs, which is significantly greater than the number in Arabidopsis or rice, and was likely caused by the latest whole genome duplication event in soybean. A phylogenetic analysis divided the 20 members into six groups, each having conserved or divergent gene structures and protein motif patterns. The integration of RNA-sequencing and qRT-PCR data from multiple tissues provided an overall expression pattern for the HMA family in soybean. Further comparisons of expression patterns and the single nucleotide polymorphism distribution between paralogous pairs suggested functional conservation and the divergence of HMA genes during soybean evolution. Finally, analyses of the HMAs expressed in response to Cd stress provided evidence on how plants manage Cd tolerance, at least in the two contrasting soybean genotypes examined. CONCLUSIONS The genome-wide identification, chromosomal distribution, gene structures, and evolutionary and expression analyses of the 20 HMA genes in soybean provide an overall insight into their potential involvement in Cd responses. These results will facilitate further research on the HMA gene family, and their conserved and divergent biological functions in soybean.
Collapse
Affiliation(s)
- Xiaolong Fang
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, Guangdong Sub-center of National Center for Soybean Improvement, College of Agriculture, South China Agricultural University, Guangzhou, 510642, Guangdong, China
- State Key Laboratory of Genetic Engineering and Institute of Genetics, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, 200438, China
| | - Lei Wang
- College of Life Sciences, Xinyang Normal University, Xinyang, 464000, Henan, China
| | - Xiaojuan Deng
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, Guangdong Sub-center of National Center for Soybean Improvement, College of Agriculture, South China Agricultural University, Guangzhou, 510642, Guangdong, China
| | - Peng Wang
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, Guangdong Sub-center of National Center for Soybean Improvement, College of Agriculture, South China Agricultural University, Guangzhou, 510642, Guangdong, China
| | - Qibin Ma
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, Guangdong Sub-center of National Center for Soybean Improvement, College of Agriculture, South China Agricultural University, Guangzhou, 510642, Guangdong, China
| | - Hai Nian
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, Guangdong Sub-center of National Center for Soybean Improvement, College of Agriculture, South China Agricultural University, Guangzhou, 510642, Guangdong, China
| | - Yingxiang Wang
- State Key Laboratory of Genetic Engineering and Institute of Genetics, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, 200438, China.
| | - Cunyi Yang
- Guangdong Provincial Key Laboratory of Plant Molecular Breeding, Guangdong Sub-center of National Center for Soybean Improvement, College of Agriculture, South China Agricultural University, Guangzhou, 510642, Guangdong, China.
| |
Collapse
|
12
|
Mészáros P, Rybanský L, Spieß N, Socha P, Kuna R, Libantová J, Moravčíková J, Piršelová B, Hauptvogel P, Matušíková I. Plant chitinase responses to different metal-type stresses reveal specificity. PLANT CELL REPORTS 2014; 33:1789-99. [PMID: 25023875 DOI: 10.1007/s00299-014-1657-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2014] [Revised: 06/13/2014] [Accepted: 07/04/2014] [Indexed: 05/23/2023]
Abstract
KEY MESSAGE Chitinases in Glycine max roots specifically respond to different metal types and reveal a polymorphism that coincides with sensitivity to metal toxicity. Plants evolved various defense mechanisms to cope with metal toxicity. Chitinases (EC 3.2.1.14), belonging to so-called pathogenesis-related proteins, act as possible second line defense compounds in plants exposed to metals. In this work their activity was studied and compared in two selected soybean (Glycine max L.) cultivars, the metal-tolerant cv. Chernyatka and the sensitive cv. Kyivska 98. Roots were exposed to different metal(loid)s such as cadmium, arsenic and aluminum that are expected to cause toxicity in different ways. For comparison, a non-metal, NaCl, was applied as well. The results showed that the sensitivity of roots to different stressors coincides with the responsiveness of chitinases in total protein extracts. Moreover, detailed analyses of acidic and neutral proteins identified one polymorphic chitinase isoform that distinguishes between the two cultivars studied. This isoform was stress responsive and thus could reflect the evolutionary adaptation of soybean to environmental cues. Activities of the individual chitinases were dependent on metal type as well as the cultivar pointing to their more complex role in plant defense during this type of stress.
Collapse
Affiliation(s)
- Patrik Mészáros
- Department of Botany and Genetics, Faculty of Natural Sciences, Constantine the Philosopher University in Nitra, Nábrežie mládeže 91, 949 74, Nitra, Slovak Republic
| | | | | | | | | | | | | | | | | | | |
Collapse
|
13
|
Gaur R, Bhatia S, Gupta M. Generation of expressed sequence tags under cadmium stress for gene discovery and development of molecular markers in chickpea. PROTOPLASMA 2014; 251:955-72. [PMID: 24414095 DOI: 10.1007/s00709-013-0609-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Accepted: 12/27/2013] [Indexed: 06/03/2023]
Abstract
Chickpea is the world's third most important legume crop and belongs to Fabaceae family but suffered from severe yield loss due to various biotic and abiotic stresses. Development of modern genomic tools such as molecular markers and identification of resistant genes associated with these stresses facilitate improvement in chickpea breeding towards abiotic stress tolerance. In this study, 1597 high-quality expressed sequence tags (ESTs) were generated from a cDNA library of variety Pusa 1105 root tissue after cadmium (Cd) treatment. Assembly of ESTs resulted in a total of 914 unigenes of which putative homology was obtained for 38.8 % of unigenes after BLASTX search. In terms of species distribution, majority of sequences found similarity with Medicago truncatula followed by Glycine max, Vitis vinifera and Populus trichocarpa and Pisum sativum sequences. Functional annotation was assigned using Blast2Go, and the Gene Ontology (GO) terms were categorized into biological process, molecular function and cellular component. Approximately 10.83 % of unigenes were assigned at least one GO term. Moreover, in the distribution of transcripts into various biological pathways, 20 of the annotated transcripts were assigned to ten pathways in KEGG database. A majority of the genes were found to be involved in sulphur and nitrogen metabolism. In the quantitative real-time PCR analysis, five of the transcription factors and three of the transporter genes were found to be highly expressed after Cd treatment. Besides, the utility of ESTs was demonstrated by exploiting them for the development of 83 genic molecular markers including EST-simple sequence repeats and intron targeted polymorphism that would assist in tagging of genes related to metal stress for future prospects.
Collapse
Affiliation(s)
- Rashmi Gaur
- Jamia Millia Islamia, Jamia Nagar, New Delhi, 110025, India,
| | | | | |
Collapse
|
14
|
Wang Y, Xiao X, Zhang T, Kang H, Zeng J, Fan X, Sha L, Zhang H, Yu K, Zhou Y. Cadmium treatment alters the expression of five genes at the Cda1 locus in two soybean cultivars [Glycine max (L.) Merr]. ScientificWorldJournal 2014; 2014:979750. [PMID: 24987750 PMCID: PMC4060588 DOI: 10.1155/2014/979750] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2014] [Revised: 03/19/2014] [Accepted: 03/26/2014] [Indexed: 01/22/2023] Open
Abstract
Westag 97 has larger capacity of Cd accumulation in roots which prevents Cd from translocating into stems and leaves; conversely, AC Hime has smaller capacity of Cd accumulation in roots; more Cd is transported into stems and leaves. The different capacity of Cd in roots between Westag 97 and AC Hime causes the different Cd concentration in seeds. Meanwhile, according to the different expression levels of RSTK, ISCP, and H(+)-ATPase between Westag 97 and AC Hime, RSTK may be involved in transporting Cd into stems and leaves; H(+)-ATPase may be correlated to the capacity of Cd accumulation in roots; and Cd caused some changes of fundamental life process which leaded to the different expression patterns of ISCP between Westag 97 and AC Hime.
Collapse
Affiliation(s)
- Yi Wang
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan 611130, China
- Greenhouse and Processing Crops Research Centre, Agriculture and Agri-Food Canada, 2582 County Road 20, Harrow, ON, Canada N0R 1G0
| | - Xue Xiao
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan 611130, China
| | - Tiequan Zhang
- Greenhouse and Processing Crops Research Centre, Agriculture and Agri-Food Canada, 2582 County Road 20, Harrow, ON, Canada N0R 1G0
| | - Houyang Kang
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan 611130, China
| | - Jian Zeng
- College of Resources and Environment, Sichuan Agricultural University, Wenjiang, Sichuan 611130, China
| | - Xing Fan
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan 611130, China
| | - Lina Sha
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan 611130, China
| | - Haiqin Zhang
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan 611130, China
| | - Kangfu Yu
- Greenhouse and Processing Crops Research Centre, Agriculture and Agri-Food Canada, 2582 County Road 20, Harrow, ON, Canada N0R 1G0
| | - Yonghong Zhou
- Triticeae Research Institute, Sichuan Agricultural University, Wenjiang, Sichuan 611130, China
| |
Collapse
|
15
|
Fang X, Zhao Y, Ma Q, Huang Y, Wang P, Zhang J, Nian H, Yang C. Identification and comparative analysis of cadmium tolerance-associated miRNAs and their targets in two soybean genotypes. PLoS One 2013; 8:e81471. [PMID: 24363811 PMCID: PMC3867309 DOI: 10.1371/journal.pone.0081471] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Accepted: 10/14/2013] [Indexed: 11/19/2022] Open
Abstract
MicroRNAs (miRNAs) play crucial roles in regulating the expression of various stress responses genes in plants. To investigate soybean (Glycine max) miRNAs involved in the response to cadmium (Cd), microarrays containing 953 unique miRNA probes were employed to identify differences in the expression patterns of the miRNAs between different genotypes, Huaxia3 (HX3, Cd-tolerant) and Zhonghuang24 (ZH24, Cd-sensitive). Twenty six Cd-responsive miRNAs were identified in total. Among them, nine were detected in both cultivars, while five were expressed only in HX3 and 12 were only in ZH24. The expression of 16 miRNAs was tested by qRT-PCR and most of the identified miRNAs were found to have similar expression patterns with microarray. Three hundred and seventy six target genes were identified for 204 miRNAs from a mixture degradome library, which was constructed from the root of HX3 and ZH24 with or without Cd treatment. Fifty five genes were identified to be cleaved by 14 Cd-responsive miRNAs. Gene ontology (GO) annotations showed that these target transcripts are implicated in a broad range of biological processes. In addition, the expression patterns of ten target genes were validated by qRT-PCR. The characterization of the miRNAs and the associated target genes in response to Cd exposure provides a framework for understanding the molecular mechanism of heavy metal tolerance in plants.
Collapse
Affiliation(s)
- Xiaolong Fang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Yunyun Zhao
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Qibin Ma
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Yian Huang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Peng Wang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Jie Zhang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Hai Nian
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Agriculture, South China Agricultural University, Guangzhou, China
| | - Cunyi Yang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, College of Agriculture, South China Agricultural University, Guangzhou, China
| |
Collapse
|
16
|
Wang Y, Yu KF, Poysa V, Shi C, Zhou YH. A single point mutation in GmHMA3 affects Cadmium (Cd) translocation and accumulation in soybean seeds. MOLECULAR PLANT 2012; 5:1154-6. [PMID: 22778157 DOI: 10.1093/mp/sss069] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
|
17
|
Xu L, Wang L, Gong Y, Dai W, Wang Y, Zhu X, Wen T, Liu L. Genetic linkage map construction and QTL mapping of cadmium accumulation in radish (Raphanus sativus L.). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2012; 125:659-70. [PMID: 22491896 DOI: 10.1007/s00122-012-1858-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Accepted: 03/21/2012] [Indexed: 05/21/2023]
Abstract
Cadmium (Cd) is a widespread soil pollutant and poses a significant threat to human health via the food chain. Large phenotypic variations in Cd concentration of radish roots and shoots have been observed. However, the genetic and molecular mechanisms of Cd accumulation in radish remain to be elucidated. In this study, a genetic linkage map was constructed using an F(2) mapping population derived from a cross between a high Cd-accumulating cultivar NAU-Dysx and a low Cd-accumulating cultivar NAU-Yh. The linkage map consisted of 523 SRAP, RAPD, SSR, ISSR, RAMP, and RGA markers and had a total length of 1,678.2 cM with a mean distance of 3.4 cM between two markers. All mapped markers distributed on nine linkage groups (LGs) having sizes between 134.7 and 236.8 cM. Four quantitative trait loci (QTLs) for root Cd accumulation were mapped on LGs 1, 4, 6, and 9, which accounted for 9.86 to 48.64 % of all phenotypic variance. Two QTLs associated with shoot Cd accumulation were detected on LG1 and 3, which accounted for 17.08 and 29.53 % of phenotypic variance, respectively. A major-effect QTL, qRCd9 (QTL for root Cd accumulation on LG9), was identified on LG 9 flanked by NAUrp011_754 and EM5me6_286 markers with a high LOD value of 23.6, which accounted for 48.64 % of the total phenotypic variance in Cd accumulation of F(2) lines. The results indicated that qRCd9 is a novel QTL responsible for controlling root Cd accumulation in radish, and the identification of specific molecular markers tightly linked to the major QTL could be further applied for marker-assisted selection (MAS) in low-Cd content radish breeding program.
Collapse
Affiliation(s)
- Liang Xu
- National Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, People's Republic of China
| | | | | | | | | | | | | | | |
Collapse
|
18
|
Benitez ER, Hajika M, Takahashi R. Single-base substitution in P1B-ATPase gene is associated with a major QTL for seed cadmium concentration in soybean. J Hered 2012; 103:278-86. [PMID: 22268161 DOI: 10.1093/jhered/esr123] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Cadmium (Cd) is a pollutant metal present in soils and toxic to biologic organisms. Previous studies using recombinant inbred lines derived from a cross between soybean (Glycine max [L.] Merr.) cultivars Harosoy and Fukuyutaka revealed a major quantitative trait loci for seed Cd concentration (cd1) in chromosome 9. The genome sequence of Williams 82 suggested that a P(1B)-ATPase gene involved in the transport of metals was located in the vicinity of cd1. cDNA sequencing suggested existence of two types of transcripts: one (GmHMA1a) consisting of 9 exons and 8 introns and the other (GmHMA1b) consisting of 8 exons and 7 introns. The putative polypeptide, GmHMA1a, consisted of 885 amino acids, whereas premature termination of translation of GmHMA1b generated a putative polypeptide with 559 amino acids. GmHMA1a had a 49.8% similarity with AtHMA3, a P(1B)-ATPase of Arabidopsis. GmHMA1a of Fukuyutaka differed from that of Harosoy by a single-base substitution that led to an amino acid substitution from E to G at amino acid position 608. A derived cleaved amplified polymorphic sequence (dCAPS) marker was developed to detect the base substitution, and this dCAPS marker was successfully associated with seed Cd concentration. Transgenic experiments may be necessary to verify that GmHMA1 actually corresponds to cd1.
Collapse
Affiliation(s)
- Eduardo R Benitez
- National Institute of Crop Science, Tsukuba, Ibaraki, 305-8518 Japan
| | | | | |
Collapse
|
19
|
Wang Y, Yu K, Poysa V, Shi C, Zhou Y. Selection of reference genes for normalization of qRT-PCR analysis of differentially expressed genes in soybean exposed to cadmium. Mol Biol Rep 2012; 39:1585-94. [PMID: 21625860 DOI: 10.1007/s11033-011-0897-9] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2011] [Accepted: 05/17/2011] [Indexed: 11/29/2022]
Abstract
Accurate normalization of gene expression with qRT-PCR depends on the use of appropriate reference genes (RGs) for the species under a given set of experimental conditions. Multiple RGs for gene expression analysis of soybean exposed to heavy metal stress treatment have not been reported in the literature. In this study, we evaluated the expression stability of ten candidate RGs in leaves, roots and stems of two soybean cultivars exposed to cadmium (Cd). Based on the geNorm and NormFinder analysis, ACT3, PP2A, ELF1B and F-box were the most stable RGs in these gene expression studies. In contrast, G6PD, UBC2, TUB, and ELF1A were the most variable ones and should not be used as RGs in these experimental conditions.
Collapse
Affiliation(s)
- Yi Wang
- Greenhouse and Processing Crops Research Centre, Agriculture and Agri-Food Canada, 2582 County Road 20, Harrow, ON, N0R 1G0, Canada
| | | | | | | | | |
Collapse
|