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Ciftci B, Kardes YM, Varol IS, Tas I, Akcura S, Coskun Y, Karaman K, Gokalp Z, Akcura M, Kaplan M. Effects of Drip Irrigations with Different Irrigation Intervals and Levels on Nutritional Traits of Paddy Cultivars. Foods 2025; 14:528. [PMID: 39942121 PMCID: PMC11817345 DOI: 10.3390/foods14030528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2024] [Revised: 01/25/2025] [Accepted: 01/28/2025] [Indexed: 02/16/2025] Open
Abstract
Rice serves as the primary food source for the majority of the world's population. In terms of irrigation water, the highest volume of irrigation water is utilized in paddy irrigation. Excessive water use causes both waste of limited water resources and various environmental problems. The drip irrigation method with high water use efficiency will reduce both the need for irrigation water and the environmental footprint of paddy production. This study was conducted to investigate the effects of two different irrigation intervals (2 and 4 days) and four irrigation levels (150%, 125%, 100%, and 75% of evaporation from a Class-A pan) on the nutritional traits of three different paddy cultivars (Ronaldo, Baldo, and Osmancık). Increasing irrigation intervals and decreasing irrigation levels reduced the nutritional properties (protein, oil, starch) of the rice grains. In addition, increasing irrigation levels also increased the phytic acid and dietary fiber contents. The highest protein (7.14%) and total starch (87.10%) contents were obtained from the 150% irrigation treatments. The highest amylose content (20.74%) was obtained from the 75% irrigation treatment. In general, it was found that irrigation levels should be applied at 125% and 150% to increase the mineral content of rice grains. Although water deficits decreased the nutritional properties of the paddy cultivars, drip irrigation at an appropriate level did not have any negative effects on nutritional traits.
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Affiliation(s)
- Beyza Ciftci
- Department of Field Crops, Faculty of Agriculture, University of Erciyes, Kayseri 38000, Turkey; (B.C.); (M.K.)
| | - Yusuf Murat Kardes
- Department of Field Crops, Faculty of Agriculture, Bilecik Seyh Edebali University, Bilecik 11000, Turkey
| | - Ihsan Serkan Varol
- Department of Biosystems Engineering, Faculty of Agriculture, University of Erciyes, Kayseri 38000, Turkey; (I.S.V.); (Z.G.)
| | - Ismail Tas
- Department of Agricultural Structures and Irrigation, Faculty of Agriculture, Canakkale Onsekiz Mart University, Canakkale 17000, Turkey
| | - Sevim Akcura
- Department of Field Crops, Institute of Natural and Applied Sciences, Canakkale Onsekiz Mart University, Canakkale 17020, Turkey;
| | - Yalcin Coskun
- Lapseki Vocational College, Canakkale Onsekiz Mart University, Canakkale 17000, Turkey;
| | - Kevser Karaman
- Department of Agricultural Biotechnology, Faculty of Agriculture, University of Erciyes, Kayseri 13000, Turkey;
| | - Zeki Gokalp
- Department of Biosystems Engineering, Faculty of Agriculture, University of Erciyes, Kayseri 38000, Turkey; (I.S.V.); (Z.G.)
| | - Mevlut Akcura
- Department of Field Crops, Faculty of Agriculture, Canakkale Onsekiz Mart University, Canakkale 17100, Turkey;
| | - Mahmut Kaplan
- Department of Field Crops, Faculty of Agriculture, University of Erciyes, Kayseri 38000, Turkey; (B.C.); (M.K.)
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Korge M, Alaru M, Keres I, Möll K, Talgre L, Voor I, Altosaar I, Loit-Harro E. Phytate Content in Cereals Impacted by Cropping System and Harvest Year. Foods 2025; 14:446. [PMID: 39942039 PMCID: PMC11817012 DOI: 10.3390/foods14030446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2025] [Revised: 01/24/2025] [Accepted: 01/28/2025] [Indexed: 02/16/2025] Open
Abstract
Phytate is a substance that has been considered mainly as an antinutrient, but at the same time it is a significant source of phosphorus and has several useful health-related properties that could be exploited. In this respect, a field experiment was conducted to study the effect of organic and conventional cropping systems with nitrogen (N) and phosphorus (P) amounts from 0 to 150 kg ha-1 and 0-25 kg ha-1, respectively, in six years (2017-2022) of weather conditions on phytate content in Estonia. Winter wheat had a higher phytate content of 1.9 ± 0.13 g 100 g-1 compared to spring barley with 1.1 ± 0.05 g 100 g-1. Fertilization with N or P did not affect phytate content in grains. Harvest year weather conditions (precipitation and air temperature) had a strong effect on phytate content. at a specific stage of plant development. Higher values of growing degree days in June and July, which sum in the experimental period varied between 609 and 978 °C, increased phytate content in winter wheat grains (flowering and grain filling stage), while the impact on spring barley phytate content was opposite (heading and flowering stage). Future research should study phytate content in grains grown on varying fertility level soils.
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Affiliation(s)
- Mailiis Korge
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, 51006 Tartu, Estonia
| | - Maarika Alaru
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, 51006 Tartu, Estonia
| | - Indrek Keres
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, 51006 Tartu, Estonia
| | - Kaidi Möll
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, 51006 Tartu, Estonia
| | - Liina Talgre
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, 51006 Tartu, Estonia
| | - Ivo Voor
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, 51006 Tartu, Estonia
| | - Illimar Altosaar
- Proteins Easy Corp, 75 Campus Drive, Kemptville Agricultural College Campus, Kemptville, ON K0G1J0, Canada
| | - Evelin Loit-Harro
- Institute of Agricultural and Environmental Sciences, Estonian University of Life Sciences, Kreutzwaldi 5, 51006 Tartu, Estonia
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3
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Song L, Tao Y, van Groenigen KJ, Chang SX, Peñuelas J, Zhang J, You L, Cai C, Wang S, Jiang Y, Ma C, Yan X, Ni K, Wang D, Wang Y, Zhu C. Rising atmospheric carbon dioxide concentrations increase gaps of rice yields between low- and middle-to-high-income countries. NATURE FOOD 2024; 5:754-763. [PMID: 39143310 DOI: 10.1038/s43016-024-01021-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 07/08/2024] [Indexed: 08/16/2024]
Abstract
The rising carbon dioxide concentrations are expected to increase future rice yields. However, variations in the CO2 fertilization effect (CFE) between rice subspecies and the influence of concurrent global warming introduce uncertainty in future global rice yield projections. Here we conducted a meta-analysis of rising carbon dioxide field experiments and employed crop modelling to assess future global rice yields for the top 14 rice producing countries. We found a robust parabolic relationship between rice CFE and temperature, with significant variations between rice subspecies. Our projections indicate that global rice production in the 2050s is expected to increase by 50.32 million tonnes (7.6%) due to CFE compared with historical production. Because low-income countries will experience higher temperatures, the gaps (difference of Δyield) between middle-to-high-income and low-income countries are projected to widen from the 2030s to the 2090s under elevated carbon dioxide. These findings underscore the critical role of CFE and emphasize the necessity to increase investments in research and technology for rice producing systems in low-income countries.
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Affiliation(s)
- Lian Song
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Ye Tao
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
- University of Chinese Academy of Sciences, Nanjing, China
| | - Kees Jan van Groenigen
- Department of Geography, Faculty of Environment, Science and Economy, University of Exeter, Exeter, UK
| | - Scott X Chang
- Department of Renewable Resources, University of Alberta, Edmonton, Alberta, Canada
| | - Josep Peñuelas
- CSIC, Global Ecology Unit CREAF-CSIC-UAB, Bellaterra, Spain
- CREAF, Cerdanyola del Vallès, Spain
| | - Jishuang Zhang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
- University of Chinese Academy of Sciences, Nanjing, China
| | - Liangzhi You
- Macro Agriculture Research Institute, College of Economics and Management, Huazhong Agricultural University, Wuhan, China
- International Food Policy Research Institute (IFPRI), Washington, DC, USA
| | - Chuang Cai
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Songhan Wang
- Jiangsu Collaborative Innovation Center for Modern Crop Production/Key Laboratory of Crop Physiology and Ecology in Southern China, College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Yu Jiang
- Jiangsu Collaborative Innovation Center for Modern Crop Production/Key Laboratory of Crop Physiology and Ecology in Southern China, College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Chuanqi Ma
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
- University of Chinese Academy of Sciences, Nanjing, China
| | - Xiaoyuan Yan
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Kang Ni
- Tea Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Tea Biology and Resource Utilization, Ministry of Agriculture, Hangzhou, China
| | - Dongming Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Yu Wang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China
| | - Chunwu Zhu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China.
- University of Chinese Academy of Sciences, Nanjing, China.
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4
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Ali Z, Hakeem S, Wiehle M, Saddique MAB, Habib-ur-Rahman M. Prioritizing strategies for wheat biofortification: Inspiration from underutilized species. Heliyon 2023; 9:e20208. [PMID: 37818015 PMCID: PMC10560789 DOI: 10.1016/j.heliyon.2023.e20208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 09/06/2023] [Accepted: 09/13/2023] [Indexed: 10/12/2023] Open
Abstract
The relationship between malnutrition and climate change is still poorly understood but a comprehensive knowledge of their interactions is needed to address the global public health agenda. Limited studies have been conducted to propose robust and economic-friendly strategies to augment the food basket with underutilized species and biofortify the staples for nutritional security. Sea-buckthorn is a known "superfood" rich in vitamin C and iron content. It is found naturally in northern hemispherical temperate Eurasia and can be utilized as a model species for genetic biofortification in cash crops like wheat. This review focuses on the impacts of climate change on inorganic (iron, zinc) and organic (vitamin C) micronutrient malnutrition employing wheat as highly domesticated crop and processed food commodity. As iron and zinc are particularly stored in the outer aleurone and endosperm layers, they are prone to processing losses. Moreover, only 5% Fe and 25% Zn are bioavailable once consumed calling to enhance the bioavailability of these micronutrients. Vitamin C converts non-available iron (Fe3+) to available form (Fe2+) and helps in the synthesis of ferritin while protecting it from degradation at the same time. Similarly, reduced phytic acid content also enhances its bioavailability. This relation urges scientists to look for a common mechanism and genes underlying biosynthesis of vitamin C and uptake of Fe/Zn to biofortify these micronutrients concurrently. The study proposes to scale up the biofortification breeding strategies by focusing on all dimensions i.e., increasing micronutrient content and boosters (vitamin C) and simultaneously reducing anti-nutritional compounds (phytic acid). Mutually, this review identified that genes from the Aldo-keto reductase family are involved both in Fe/Zn uptake and vitamin C biosynthesis and can potentially be targeted for genetic biofortification in crop plants.
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Affiliation(s)
- Zulfiqar Ali
- Institute of Plant Breeding and Biotechnology, MNS University of Agriculture, Multan, Pakistan
- Department of Plant Breeding and Genetics, University of Agriculture, Faisalabad, Pakistan
- Programs and Projects Department, Islamic Organization for Food Security, Mangilik Yel Ave. 55/21 AIFC, Unit 4, C4.2, Astana, Kazakhstan
| | - Sadia Hakeem
- Institute of Plant Breeding and Biotechnology, MNS University of Agriculture, Multan, Pakistan
| | - Martin Wiehle
- Organic Plant Production and Agroecosystems Research in the Tropics and Subtropics, University of Kassel, Steinstrasse 19, D-37213, Witzenhausen, Germany
- Centre for International Rural Development, University of Kassel, Steinstrasse 19, D-37213, Witzenhausen, Germany
| | | | - Muhammad Habib-ur-Rahman
- Institute of Plant Breeding and Biotechnology, MNS University of Agriculture, Multan, Pakistan
- Institute of Crop Science and Resource Conservation (INRES), Crop Science Group, University of Bonn, Germany
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5
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Eckardt NA, Ainsworth EA, Bahuguna RN, Broadley MR, Busch W, Carpita NC, Castrillo G, Chory J, DeHaan LR, Duarte CM, Henry A, Jagadish SVK, Langdale JA, Leakey ADB, Liao JC, Lu KJ, McCann MC, McKay JK, Odeny DA, Jorge de Oliveira E, Platten JD, Rabbi I, Rim EY, Ronald PC, Salt DE, Shigenaga AM, Wang E, Wolfe M, Zhang X. Climate change challenges, plant science solutions. THE PLANT CELL 2023; 35:24-66. [PMID: 36222573 PMCID: PMC9806663 DOI: 10.1093/plcell/koac303] [Citation(s) in RCA: 63] [Impact Index Per Article: 31.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 09/29/2022] [Indexed: 06/16/2023]
Abstract
Climate change is a defining challenge of the 21st century, and this decade is a critical time for action to mitigate the worst effects on human populations and ecosystems. Plant science can play an important role in developing crops with enhanced resilience to harsh conditions (e.g. heat, drought, salt stress, flooding, disease outbreaks) and engineering efficient carbon-capturing and carbon-sequestering plants. Here, we present examples of research being conducted in these areas and discuss challenges and open questions as a call to action for the plant science community.
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Affiliation(s)
- Nancy A Eckardt
- Senior Features Editor, The Plant Cell, American Society of Plant Biologists, USA
| | - Elizabeth A Ainsworth
- USDA ARS Global Change and Photosynthesis Research Unit, Urbana, Illinois 61801, USA
| | - Rajeev N Bahuguna
- Centre for Advanced Studies on Climate Change, Dr Rajendra Prasad Central Agricultural University, Samastipur 848125, Bihar, India
| | - Martin R Broadley
- School of Biosciences, University of Nottingham, Nottingham, NG7 2RD, UK
- Rothamsted Research, West Common, Harpenden, Hertfordshire, AL5 2JQ, UK
| | - Wolfgang Busch
- Plant Molecular and Cellular Biology Laboratory, Salk Institute for Biological Studies, La Jolla, California 92037, USA
| | - Nicholas C Carpita
- Biosciences Center, National Renewable Energy Laboratory, Golden, Colorado 80401, USA
| | - Gabriel Castrillo
- School of Biosciences, University of Nottingham, Nottingham, NG7 2RD, UK
- Future Food Beacon of Excellence, University of Nottingham, Nottingham, NG7 2RD, UK
| | - Joanne Chory
- Plant Molecular and Cellular Biology Laboratory, Salk Institute for Biological Studies, La Jolla, California 92037, USA
- Howard Hughes Medical Institute, Salk Institute for Biological Studies, La Jolla, California 92037, USA
| | | | - Carlos M Duarte
- Red Sea Research Center (RSRC) and Computational Bioscience Research Center, King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Saudi Arabia
| | - Amelia Henry
- International Rice Research Institute, Rice Breeding Innovations Platform, Los Baños, Laguna 4031, Philippines
| | - S V Krishna Jagadish
- Department of Plant and Soil Science, Texas Tech University, Lubbock, Texas 79410, USA
| | - Jane A Langdale
- Department of Biology, University of Oxford, Oxford, OX1 3RB, UK
| | - Andrew D B Leakey
- Department of Plant Biology, Department of Crop Sciences, and Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Illinois 61801, USA
| | - James C Liao
- Institute of Biological Chemistry, Academia Sinica, Taipei 11528, Taiwan
| | - Kuan-Jen Lu
- Institute of Biological Chemistry, Academia Sinica, Taipei 11528, Taiwan
| | - Maureen C McCann
- Biosciences Center, National Renewable Energy Laboratory, Golden, Colorado 80401, USA
| | - John K McKay
- Department of Agricultural Biology, Colorado State University, Fort Collins, Colorado 80523, USA
| | - Damaris A Odeny
- The International Crops Research Institute for the Semi-Arid Tropics–Eastern and Southern Africa, Gigiri 39063-00623, Nairobi, Kenya
| | | | - J Damien Platten
- International Rice Research Institute, Rice Breeding Innovations Platform, Los Baños, Laguna 4031, Philippines
| | - Ismail Rabbi
- International Institute of Tropical Agriculture (IITA), PMB 5320 Ibadan, Oyo, Nigeria
| | - Ellen Youngsoo Rim
- Department of Plant Pathology and the Genome Center, University of California, Davis, California 95616, USA
| | - Pamela C Ronald
- Department of Plant Pathology and the Genome Center, University of California, Davis, California 95616, USA
- Innovative Genomics Institute, Berkeley, California 94704, USA
| | - David E Salt
- School of Biosciences, University of Nottingham, Nottingham, NG7 2RD, UK
- Future Food Beacon of Excellence, University of Nottingham, Nottingham, NG7 2RD, UK
| | - Alexandra M Shigenaga
- Department of Plant Pathology and the Genome Center, University of California, Davis, California 95616, USA
| | - Ertao Wang
- National Key Laboratory of Plant Molecular Genetics, Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai 200032, China
| | - Marnin Wolfe
- Auburn University, Dept. of Crop Soil and Environmental Sciences, College of Agriculture, Auburn, Alabama 36849, USA
| | - Xiaowei Zhang
- National Key Laboratory of Plant Molecular Genetics, Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai 200032, China
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A S, Sathee L, Singh D, Jha SK, Chinnusamy V, Singh MP. Interactive effect of elevated CO 2 and nitrogen dose reprograms grain ionome and associated gene expression in bread wheat. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2022; 179:134-143. [PMID: 35344758 DOI: 10.1016/j.plaphy.2022.03.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 03/07/2022] [Accepted: 03/14/2022] [Indexed: 06/14/2023]
Abstract
Wheat crop grown under elevated CO2 (EC) often have a lowered grain nitrogen (N) and protein concentration along with an altered grain ionome. The mechanistic understanding on the impact of CO2 x N interactions on the grain ionome and the expression of genes regulating grain ionome is scarce in wheat. In the present study, the interactive effect of EC and N dosage on grain yield, grain protein, grain ionome, tissue nitrate, and the expression of genes contributing to grain ionome (TaNAM-B1 and TaYSL6) are described. Three bread wheat genotypes were evaluated under two CO2 levels (Ambient CO2 (AC) of 400 ± 10 ppm and elevated CO2 (EC) of 700 ± 10 ppm) and two N levels (Low (LN) and Optimum N (ON). In EC, wheat genotypes HD2967 and HI 1500 recorded a significant decrease in grain nitrate content, while leaf and stem nitrate showed a significant increase. BT. Schomburgk (BTS), showed a significant increase in unassimilated nitrate and a decline in grain N and grain protein under EC. There was a general decline of grain ionome (N, P, K, Ca, Fe) in EC, except for grain Na content. The expression of genes TaNAM-B1 and TaYSL6 associated with protein and micronutrient remobilization to grains during senescence were affected by both EC and N treatments. For instance, in flag leaves of BTS, the expression of TaNAM-B1 and TaYSL6 were lower in EC-LN compared to AC-LN. In maturing spikes, transcript abundance of TaNAM-B1 and TaYSL6 were lower in EC in BTS. The altered transcript abundance of TaYSL6 and TaNAM-B1 in source and sink supports the change in grain ionome and suggests an N dependent transcriptional reprogramming in EC.
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Affiliation(s)
- Sinto A
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Lekshmy Sathee
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India.
| | - Dalveer Singh
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Shailendra K Jha
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Viswanathan Chinnusamy
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Madan Pal Singh
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, 110012, India
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7
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Kamaral C, Neate SM, Gunasinghe N, Milham PJ, Paterson DJ, Kopittke PM, Seneweera S. Genetic biofortification of wheat with zinc: Opportunities to fine-tune zinc uptake, transport and grain loading. PHYSIOLOGIA PLANTARUM 2022; 174:e13612. [PMID: 34970752 DOI: 10.1111/ppl.13612] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 11/15/2021] [Accepted: 12/02/2021] [Indexed: 05/27/2023]
Abstract
Zinc (Zn) is an important micronutrient in the human body, and health complications associated with insufficient dietary intake of Zn can be overcome by increasing the bioavailable concentrations in edible parts of crops (biofortification). Wheat (Triticum aestivum L) is the most consumed cereal crop in the world; therefore, it is an excellent target for Zn biofortification programs. Knowledge of the physiological and molecular processes that regulate Zn concentration in the wheat grain is restricted, inhibiting the success of genetic Zn biofortification programs. This review helps break this nexus by advancing understanding of those processes, including speciation regulated uptake, root to shoot transport, remobilisation, grain loading and distribution of Zn in wheat grain. Furthermore, new insights to genetic Zn biofortification of wheat are discussed, and where data are limited, we draw upon information for other cereals and Fe distribution. We identify the loading and distribution of Zn in grain as major bottlenecks for biofortification, recognising anatomical barriers in the vascular region at the base of the grain, and physiological and molecular restrictions localised in the crease region as major limitations. Movement of Zn from the endosperm cavity into the modified aleurone, aleurone and then to the endosperm is mainly regulated by ZIP and YSL transporters. Zn complexation with phytic acid in the aleurone limits Zn mobility into the endosperm. These insights, together with synchrotron-X-ray-fluorescence microscopy, support the hypothesis that a focus on the mechanisms of Zn loading into the grain will provide new opportunities for Zn biofortification of wheat.
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Affiliation(s)
- Chandima Kamaral
- Centre for Crop Health, University of Southern Queensland, Toowoomba, Queensland, Australia
| | - Stephen M Neate
- School of Agriculture, Food and Wine, Faculty of Sciences, University of Adelaide, Urrbrae, South Australia, Australia
| | - Niroshini Gunasinghe
- Centre for Crop Health, University of Southern Queensland, Toowoomba, Queensland, Australia
| | - Paul J Milham
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, New South Wales, Australia
| | - David J Paterson
- Australian Synchrotron, Australian Nuclear Science and Technology Organisation, Clayton, Victoria, Australia
| | - Peter M Kopittke
- School of Agriculture and Food Sciences, The University of Queensland, St Lucia, Queensland, Australia
| | - Saman Seneweera
- Centre for Crop Health, University of Southern Queensland, Toowoomba, Queensland, Australia
- Department of Agriculture and Food Systems, University of Melbourne, Parkville, Victoria, Australia
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8
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Gao Y, Persson DP, Vincze E, Schjoerring JK. Modification of storage proteins in the barley grain increases endosperm zinc and iron under both normal and elevated atmospheric CO 2. PHYSIOLOGIA PLANTARUM 2022; 174:e13624. [PMID: 35023171 PMCID: PMC9303220 DOI: 10.1111/ppl.13624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 12/16/2021] [Accepted: 01/05/2022] [Indexed: 06/14/2023]
Abstract
Increasing atmospheric CO2 concentration is expected to enhance the grain yield of C3 cereal plants, while at the same time reducing the concentrations of minerals and proteins. This will lead to a lower nutritional quality and increase global problems associated with micronutrient malnutrition. Among the barley grain storage proteins, the C-hordein fraction has the lowest abundance of sulfur (S) containing amino acids and is poorest in binding of zinc (Zn). In the present study, C-hordein-suppressed barley lines with reduced C-hordein content, obtained by use of antisense or RNAi technology, were investigated under ambient and elevated atmospheric CO2 concentration. Grains of the C-hordein-suppressed lines showed 50% increase in the concentrations of Zn and iron (Fe) in the core endosperm relative to the wild-type under both ambient and elevated atmospheric CO2 . Element distribution images obtained using laser ablation-inductively coupled plasma-mass spectrometry confirmed the enrichment of Fe and Zn in the core endosperm of the lines with modified storage protein composition. We conclude that modification of grain storage proteins may improve the nutritional value of cereal grain with respect to Zn and Fe under both normal and future conditions of elevated atmospheric CO2 .
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Affiliation(s)
- Yajie Gao
- Department of Plant and Environmental Sciences, Faculty of ScienceUniversity of CopenhagenFrederiksbergDenmark
| | - Daniel P. Persson
- Department of Plant and Environmental Sciences, Faculty of ScienceUniversity of CopenhagenFrederiksbergDenmark
| | - Eva Vincze
- Department of Agroecology, Faculty of Science and Technology, Research Centre FlakkebjergAarhus UniversitySlagelseDenmark
| | - Jan K. Schjoerring
- Department of Plant and Environmental Sciences, Faculty of ScienceUniversity of CopenhagenFrederiksbergDenmark
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9
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Soares JC, Zimmermann L, Zendonadi dos Santos N, Muller O, Pintado M, Vasconcelos MW. Genotypic variation in the response of soybean to elevated CO 2. PLANT-ENVIRONMENT INTERACTIONS (HOBOKEN, N.J.) 2021; 2:263-276. [PMID: 37284177 PMCID: PMC10168044 DOI: 10.1002/pei3.10065] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 10/04/2021] [Accepted: 10/11/2021] [Indexed: 06/08/2023]
Abstract
The impact of elevated CO2 (eCO2) on soybean productivity is essential to the global food supply because it is the world's leading source of vegetable proteins. This study aimed to understand the yield responses and nutritional impact under free-air CO2 enrichment (FACE) conditions of soybean genotypes. Here we report that grain yield increased by 46.9% and no reduction in harvest index was observed among soybean genotypes. Elevated CO2 improved the photosynthetic carbon assimilation rate, leaf area, plant height, and aboveground biomass at vegetative and pod filling stages. Besides the positive effects on yield parameters, eCO2 differentially affected the overall grain quality. The levels of calcium (Ca), phosphorous (P), potassium (K), magnesium (Mg), manganese (Mn), iron (Fe), boron (B), and zinc (Zn) grain minerals decreased by 22.9, 9.0, 4.9, 10.1, 21.3, 28.1, 18.5, and 25.9% under eCO2 conditions, respectively. Soluble sugars and starch increased by 9.1 and 16.0%, respectively, phytic acid accumulation increased by 8.1%, but grain protein content significantly decreased by 5.6% across soybean genotypes. Furthermore, the antioxidant activity decreased by 36.9%, but the total phenolic content was not affected by eCO2 conditions. Genotypes, such as Winsconsin Black, Primorskaja, and L-117, were considered the most responsive to eCO2 in terms of yield enhancement and less affected in the nutritional quality. Our results confirm the existence of genetic variability in soybean responses to eCO2, and differences between genotypes in yield improvement and decreased sensitivity to eCO2 in terms of grain quality loss could be included in future soybean selection to enable adaptation to climate change.
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Affiliation(s)
- José C. Soares
- CBQF—Centro de Biotecnologia e Química Fina—Laboratório AssociadoEscola Superior de BiotecnologiaUniversidade Católica PortuguesaPortoPortugal
| | - Lars Zimmermann
- Field Lab Campus KleinAltendorfUniversity of BonnRheinbachGermany
| | | | - Onno Muller
- Institute for Bio‐ and GeosciencesIBG‐2: Plant SciencesForschungszentrum Jülich GmbHJülichGermany
| | - Manuela Pintado
- CBQF—Centro de Biotecnologia e Química Fina—Laboratório AssociadoEscola Superior de BiotecnologiaUniversidade Católica PortuguesaPortoPortugal
| | - Marta W. Vasconcelos
- CBQF—Centro de Biotecnologia e Química Fina—Laboratório AssociadoEscola Superior de BiotecnologiaUniversidade Católica PortuguesaPortoPortugal
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10
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Ben Mariem S, Soba D, Zhou B, Loladze I, Morales F, Aranjuelo I. Climate Change, Crop Yields, and Grain Quality of C 3 Cereals: A Meta-Analysis of [CO 2], Temperature, and Drought Effects. PLANTS (BASEL, SWITZERLAND) 2021; 10:1052. [PMID: 34074065 PMCID: PMC8225050 DOI: 10.3390/plants10061052] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 12/17/2022]
Abstract
Cereal yield and grain quality may be impaired by environmental factors associated with climate change. Major factors, including elevated CO2 concentration ([CO2]), elevated temperature, and drought stress, have been identified as affecting C3 crop production and quality. A meta-analysis of existing literature was performed to study the impact of these three environmental factors on the yield and nutritional traits of C3 cereals. Elevated [CO2] stimulates grain production (through larger grain numbers) and starch accumulation but negatively affects nutritional traits such as protein and mineral content. In contrast to [CO2], increased temperature and drought cause significant grain yield loss, with stronger effects observed from the latter. Elevated temperature decreases grain yield by decreasing the thousand grain weight (TGW). Nutritional quality is also negatively influenced by the changing climate, which will impact human health. Similar to drought, heat stress decreases starch content but increases grain protein and mineral concentrations. Despite the positive effect of elevated [CO2], increases to grain yield seem to be counterbalanced by heat and drought stress. Regarding grain nutritional value and within the three environmental factors, the increase in [CO2] is possibly the more detrimental to face because it will affect cereal quality independently of the region.
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Affiliation(s)
- Sinda Ben Mariem
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain; (S.B.M.); (D.S.); (F.M.)
| | - David Soba
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain; (S.B.M.); (D.S.); (F.M.)
| | - Bangwei Zhou
- Key Laboratory of Vegetation Ecology, Institute of Grassland Science, Northeast Normal University, Ministry of Education, Changchun 130024, China;
| | - Irakli Loladze
- Bryan Medical Center, Bryan College of Health Sciences, Lincoln, NE 68506, USA;
| | - Fermín Morales
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain; (S.B.M.); (D.S.); (F.M.)
| | - Iker Aranjuelo
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain; (S.B.M.); (D.S.); (F.M.)
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11
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Ben Mariem S, Soba D, Zhou B, Loladze I, Morales F, Aranjuelo I. Climate Change, Crop Yields, and Grain Quality of C 3 Cereals: A Meta-Analysis of [CO 2], Temperature, and Drought Effects. PLANTS (BASEL, SWITZERLAND) 2021; 10:plants10061052. [PMID: 34074065 DOI: 10.3390/plants10061052`] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 05/26/2023]
Abstract
Cereal yield and grain quality may be impaired by environmental factors associated with climate change. Major factors, including elevated CO2 concentration ([CO2]), elevated temperature, and drought stress, have been identified as affecting C3 crop production and quality. A meta-analysis of existing literature was performed to study the impact of these three environmental factors on the yield and nutritional traits of C3 cereals. Elevated [CO2] stimulates grain production (through larger grain numbers) and starch accumulation but negatively affects nutritional traits such as protein and mineral content. In contrast to [CO2], increased temperature and drought cause significant grain yield loss, with stronger effects observed from the latter. Elevated temperature decreases grain yield by decreasing the thousand grain weight (TGW). Nutritional quality is also negatively influenced by the changing climate, which will impact human health. Similar to drought, heat stress decreases starch content but increases grain protein and mineral concentrations. Despite the positive effect of elevated [CO2], increases to grain yield seem to be counterbalanced by heat and drought stress. Regarding grain nutritional value and within the three environmental factors, the increase in [CO2] is possibly the more detrimental to face because it will affect cereal quality independently of the region.
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Affiliation(s)
- Sinda Ben Mariem
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain
| | - David Soba
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain
| | - Bangwei Zhou
- Key Laboratory of Vegetation Ecology, Institute of Grassland Science, Northeast Normal University, Ministry of Education, Changchun 130024, China
| | - Irakli Loladze
- Bryan Medical Center, Bryan College of Health Sciences, Lincoln, NE 68506, USA
| | - Fermín Morales
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain
| | - Iker Aranjuelo
- Instituto de Agrobiotecnología (IdAB), CSIC-Gobierno de Navarra, Avda. de Pamplona 123, 31192 Mutilva, Spain
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12
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Toreti A, Deryng D, Tubiello FN, Müller C, Kimball BA, Moser G, Boote K, Asseng S, Pugh TAM, Vanuytrecht E, Pleijel H, Webber H, Durand JL, Dentener F, Ceglar A, Wang X, Badeck F, Lecerf R, Wall GW, van den Berg M, Hoegy P, Lopez-Lozano R, Zampieri M, Galmarini S, O'Leary GJ, Manderscheid R, Mencos Contreras E, Rosenzweig C. Narrowing uncertainties in the effects of elevated CO 2 on crops. NATURE FOOD 2020; 1:775-782. [PMID: 37128059 DOI: 10.1038/s43016-020-00195-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 11/06/2020] [Indexed: 05/03/2023]
Abstract
Plant responses to rising atmospheric carbon dioxide (CO2) concentrations, together with projected variations in temperature and precipitation will determine future agricultural production. Estimates of the impacts of climate change on agriculture provide essential information to design effective adaptation strategies, and develop sustainable food systems. Here, we review the current experimental evidence and crop models on the effects of elevated CO2 concentrations. Recent concerted efforts have narrowed the uncertainties in CO2-induced crop responses so that climate change impact simulations omitting CO2 can now be eliminated. To address remaining knowledge gaps and uncertainties in estimating the effects of elevated CO2 and climate change on crops, future research should expand experiments on more crop species under a wider range of growing conditions, improve the representation of responses to climate extremes in crop models, and simulate additional crop physiological processes related to nutritional quality.
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Affiliation(s)
- Andrea Toreti
- European Commission, Joint Research Centre (JRC), Ispra, Italy.
| | - Delphine Deryng
- NewClimate Institute, Berlin, Germany.
- IRI THESys, Humboldt-Universität zu Berlin, Berlin, Germany.
- Leibniz Centre for Agricultural Landscape Research (ZALF), Müncheberg, Germany.
| | - Francesco N Tubiello
- Statistics Division, Food and Agriculture Organization of the United Nations, Rome, Italy
| | - Christoph Müller
- Potsdam Institute for Climate Impact Research PIK, Member of the Leibniz Association, Potsdam, Germany
| | - Bruce A Kimball
- US Arid-Land Agricultural Research Center, USDA-ARS, Maricopa, AZ, USA
| | - Gerald Moser
- Department of Plant Ecology, Justus Liebig University Giessen, Giessen, Germany
| | | | | | - Thomas A M Pugh
- School of Geography, Earth and Environmental Sciences, University of Birmingham, Birmingham, UK
- Birmingham Institute of Forest Research, University of Birmingham, Birmingham, UK
- Department of Physical Geography and Ecosystem Science, Lund University, Lund, Sweden
| | - Eline Vanuytrecht
- Flemish Institute for Technological Research (VITO), Mol, Belgium
- KU Leuven, Department of Earth and Environmental Science, Leuven, Belgium
| | - Håkan Pleijel
- Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Heidi Webber
- Leibniz Centre for Agricultural Landscape Research (ZALF), Müncheberg, Germany
| | | | - Frank Dentener
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Andrej Ceglar
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Xuhui Wang
- Laboratoire des Sciences du Climat et de l'Environment LSCE, CEA-CNRS-UVSQ, Gif-sur-Yvette, France
- Sino-French Institute of Earth System Sciences, College of Urban and Environmental Sciences, Peking University, Beijing, China
| | - Franz Badeck
- Council for Agricultural Research and Agricultural Economics, Research Centre for Genomics and Bioinformatics, CREA-GB, Fiorenzuola d'Arda, Italy
| | - Remi Lecerf
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | - Gerard W Wall
- US Arid-Land Agricultural Research Center, USDA-ARS, Maricopa, AZ, USA
| | | | | | | | - Matteo Zampieri
- European Commission, Joint Research Centre (JRC), Ispra, Italy
| | | | | | | | - Erik Mencos Contreras
- NASA Goddard Institute for Space Studies, New York, NY, USA
- Center for Climate Systems Research, Columbia University, New York, NY, USA
| | - Cynthia Rosenzweig
- NASA Goddard Institute for Space Studies, New York, NY, USA
- Center for Climate Systems Research, Columbia University, New York, NY, USA
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13
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Tcherkez G, Ben Mariem S, Larraya L, García-Mina JM, Zamarreño AM, Paradela A, Cui J, Badeck FW, Meza D, Rizza F, Bunce J, Han X, Tausz-Posch S, Cattivelli L, Fangmeier A, Aranjuelo I. Elevated CO2 has concurrent effects on leaf and grain metabolism but minimal effects on yield in wheat. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:5990-6003. [PMID: 32687190 PMCID: PMC7751139 DOI: 10.1093/jxb/eraa330] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 07/14/2020] [Indexed: 05/21/2023]
Abstract
While the general effect of CO2 enrichment on photosynthesis, stomatal conductance, N content, and yield has been documented, there is still some uncertainty as to whether there are interactive effects between CO2 enrichment and other factors, such as temperature, geographical location, water availability, and cultivar. In addition, the metabolic coordination between leaves and grains, which is crucial for crop responsiveness to elevated CO2, has never been examined closely. Here, we address these two aspects by multi-level analyses of data from several free-air CO2 enrichment experiments conducted in five different countries. There was little effect of elevated CO2 on yield (except in the USA), likely due to photosynthetic capacity acclimation, as reflected by protein profiles. In addition, there was a significant decrease in leaf amino acids (threonine) and macroelements (e.g. K) at elevated CO2, while other elements, such as Mg or S, increased. Despite the non-significant effect of CO2 enrichment on yield, grains appeared to be significantly depleted in N (as expected), but also in threonine, the S-containing amino acid methionine, and Mg. Overall, our results suggest a strong detrimental effect of CO2 enrichment on nutrient availability and remobilization from leaves to grains.
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Affiliation(s)
- Guillaume Tcherkez
- Research School of Biology, ANU Joint College of Sciences, Australian National University, Canberra Australia
- Institut de Recherche en Horticulture et Semences, INRA d’Angers, Université d’Angers, Structure Fédérative de Recherche QUASAV, Beaucouzé, France
| | - Sinda Ben Mariem
- AgroBiotechnology Institute (IdAB), CSIC-Government of Navarre, Mutilva, Spain
| | - Luis Larraya
- Institute for Multidisciplinary Applied Biology, Departamento de Agronomía, Biotecnología y Alimentación, Universidad Pública de Navarra, Pamplona, Spain
| | - Jose M García-Mina
- Facultades de Ciencias y Farmacia y Nutrición, Grupo de Biología y Química Agrícola (Departamento de Biología Ambiental), Universidad de Navarra, Pamplona, Spain
| | - Angel M Zamarreño
- Facultades de Ciencias y Farmacia y Nutrición, Grupo de Biología y Química Agrícola (Departamento de Biología Ambiental), Universidad de Navarra, Pamplona, Spain
| | | | - Jing Cui
- Research School of Biology, ANU Joint College of Sciences, Australian National University, Canberra Australia
| | - Franz-Werner Badeck
- CREA Research Centre for Genomics and Bioinformatics, Fiorenzuola d’Arda, Italy
| | - Diego Meza
- Institute of Landscape and Plant Ecology, University of Hohenheim, Stuttgart, Germany
| | - Fulvia Rizza
- CREA Research Centre for Genomics and Bioinformatics, Fiorenzuola d’Arda, Italy
| | - James Bunce
- Adaptive Cropping Systems Lab, Beltsville Agricultural Research Center, Agricultural Research Service, US Department of Agriculture, Beltsville, MD, USA
| | - Xue Han
- Institute of Environment and sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences (IEDA, CAAS), Beijing, China
| | - Sabine Tausz-Posch
- Department of Agriculture, Science and the Environment, School of Health, Medical and Applied Sciences, CQUniversity Australia, Kawana, QLD, Australia
| | - Luigi Cattivelli
- CREA Research Centre for Genomics and Bioinformatics, Fiorenzuola d’Arda, Italy
| | - Andreas Fangmeier
- Institute of Landscape and Plant Ecology, University of Hohenheim, Stuttgart, Germany
| | - Iker Aranjuelo
- AgroBiotechnology Institute (IdAB), CSIC-Government of Navarre, Mutilva, Spain
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14
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Blandino M, Badeck FW, Giordano D, Marti A, Rizza F, Scarpino V, Vaccino P. Elevated CO 2 Impact on Common Wheat ( Triticum aestivum L.) Yield, Wholemeal Quality, and Sanitary Risk. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:10574-10585. [PMID: 32865999 PMCID: PMC8011921 DOI: 10.1021/acs.jafc.0c02975] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The rising atmospheric CO2, concentration is expected to exert a strong impact on crop production, enhancing crop growth but threatening food security and safety. An improver wheat, a hybrid, and its parents were grown at elevated CO2, e[CO2] in open field, and their yield and rheological, nutritional, and sanitary quality were assessed. For all cultivars, grain yield increased (+16%) and protein content decreased (-7%), accompanied by a reduction in dough strength. Grain nitrogen yield increased (+24%) only in ordinary bread making cultivars. e[CO2] did not result in significant changes in phenolic acid content and composition, whereas it produced a significant increase in the deoxynivalenol content. Different responses to e[CO2] between cultivars were found for yield parameters, while the effect on qualitative traits was quite similar. In the upcoming wheat cropping systems, agronomic practices and cultivar selection suited to guarantee higher nitrogen responsiveness and minimization of sanitary risk are required.
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Affiliation(s)
- Massimo Blandino
- Department
of Agricultural, Forest and Food Sciences (DISAFA), Università degli Studi di Torino, Largo P. Braccini 2, 10095 Grugliasco (TO), Italy
- . Phone +39 0116708895
| | - Franz-W. Badeck
- Consiglio
per la ricerca in agricoltura e l’analisi dell’economia
agraria, Research Centre for Genomics and
Bioinformatics, via San
Protaso 302, 29017 Fiorenzuola d’Arda, Italy
| | - Debora Giordano
- Department
of Agricultural, Forest and Food Sciences (DISAFA), Università degli Studi di Torino, Largo P. Braccini 2, 10095 Grugliasco (TO), Italy
| | - Alessandra Marti
- Department
of Food, Environmental and Nutritional Sciences (DeFENS), Università degli Studi di Milano, via G. Celoria 2, 20133 Milan, Italy
| | - Fulvia Rizza
- Consiglio
per la ricerca in agricoltura e l’analisi dell’economia
agraria, Research Centre for Genomics and
Bioinformatics, via San
Protaso 302, 29017 Fiorenzuola d’Arda, Italy
| | - Valentina Scarpino
- Department
of Agricultural, Forest and Food Sciences (DISAFA), Università degli Studi di Torino, Largo P. Braccini 2, 10095 Grugliasco (TO), Italy
| | - Patrizia Vaccino
- Consiglio
per la ricerca in agricoltura e l’analisi dell’economia
agraria, Research Centre for Cereal and
Industrial Crops, S.S.
11 for Torino km 2,5, 13100 Vercelli, Italy
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15
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Growth and Nutritional Responses of Bean and Soybean Genotypes to Elevated CO 2 in a Controlled Environment. PLANTS 2019; 8:plants8110465. [PMID: 31671712 PMCID: PMC6918337 DOI: 10.3390/plants8110465] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 10/10/2019] [Accepted: 10/22/2019] [Indexed: 12/16/2022]
Abstract
In the current situation of a constant increase in the atmospheric CO2 concentration, there is a potential risk of decreased nutritional value and food crop quality. Therefore, selecting strong-responsive varieties to elevated CO2 (eCO2) conditions in terms of yield and nutritional quality is an important decision for improving crop productivity under future CO2 conditions. Using bean and soybean varieties of contrasting responses to eCO2 and different origins, we assessed the effects of eCO2 (800 ppm) in a controlled environment on the yield performance and the concentration of protein, fat, and mineral elements in seeds. The range of seed yield responses to eCO2 was −11.0 to 32.7% (average change of 5%) in beans and −23.8 to 39.6% (average change of 7.1%) in soybeans. There was a significant correlation between seed yield enhancement and aboveground biomass, seed number, and pod number per plant. At maturity, eCO2 increased seed protein concentration in beans, while it did not affect soybean. Lipid concentration was not affected by eCO2 in either legume species. Compared with ambient CO2 (aCO2), the concentrations of manganese (Mn), iron (Fe), and potassium (K) decreased significantly, magnesium (Mg) increased, while zinc (Zn), phosphorus (P), and calcium (Ca) were not changed under eCO2 in bean seeds. However, in soybean, Mn and K concentrations decreased significantly, Ca increased, and Zn, Fe, P, and Mg concentrations were not significantly affected by eCO2 conditions. Our results suggest that intraspecific variation in seed yield improvement and reduced sensitivity to mineral losses might be suitable parameters for breeders to begin selecting lines that maximize yield and nutrition under eCO2.
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16
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Abstract
An Amendment to this paper has been published and can be accessed via a link at the top of the paper.
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17
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Loladze I, Nolan JM, Ziska LH, Knobbe AR. Rising Atmospheric CO2Lowers Concentrations of Plant Carotenoids Essential to Human Health: A Meta‐Analysis. Mol Nutr Food Res 2019; 63:e1801047. [DOI: 10.1002/mnfr.201801047] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 05/07/2019] [Indexed: 01/27/2023]
Affiliation(s)
- Irakli Loladze
- Bryan College of Health SciencesBryan Medical Center Lincoln NE 68506 USA
- School of Mathematical and Statistical SciencesArizona State University Temple AZ 85281 USA
| | - John M. Nolan
- Nutrition Research Centre Ireland, School of Health Science, Carriganore HouseWaterford Institute of Technology West Campus Waterford Ireland
| | - Lewis H. Ziska
- USDA‐ARSAdaptive Cropping Systems Laboratory Beltsville MD 20705 USA
- Mailman School of Public HealthColumbia University New York NY 10025 USA
| | - Amy R. Knobbe
- Bryan College of Health SciencesBryan Medical Center Lincoln NE 68506 USA
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18
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Phytic acid content and starch properties of maize (Zea mays L.): Effects of irrigation process and nitrogen fertilizer. Food Chem 2019; 283:375-380. [DOI: 10.1016/j.foodchem.2019.01.029] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2018] [Revised: 12/05/2018] [Accepted: 01/03/2019] [Indexed: 10/27/2022]
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19
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Wang J, Liu X, Zhang X, Li L, Lam SK, Pan G. Changes in plant C, N and P ratios under elevated [CO 2] and canopy warming in a rice-winter wheat rotation system. Sci Rep 2019; 9:5424. [PMID: 30931987 PMCID: PMC6443658 DOI: 10.1038/s41598-019-41944-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2018] [Accepted: 03/21/2019] [Indexed: 01/26/2023] Open
Abstract
Elevated atmospheric CO2 concentration ([CO2]) can stimulate plant growth through enhanced photosynthetic rate. However, plant C, N and P ratios in response to elevated [CO2] combined with canopy warming in rice-winter wheat rotation system remain largely unknown. Here we investigated the impacts of elevated [CO2] and warming on plant nutrient ratios under open-air conditions. Four treatments including the ambient condition (CK), elevated [CO2] (500 ppm, CE), canopy warming (+2 °C, WA), and the combination of elevated [CO2] and warming (CW) were used to investigate the responses of plant C, N and P ratios in a rice-winter wheat rotation system in southeast China. Results showed that elevated [CO2] increased C:N ratio in whole plant by 8.4-14.3% for both crops, and increased C:P ratio by 11.3% for rice. The changes in ratio were due to an increase in C concentration by 0.8-1.2% and a reduction in N concentration by 7.4-10.7% for both crops, and a reduction in P concentration by 10.0% for rice. Warming increased N allocation in rice leaf and N concentration by 12.4% for rice, resulting in increases in the ratios of N to C and P by 11.9% and 9.7% in rice, but not in wheat. However, CW had no effect on plant C:N ratio in rice, indicating the positive effect of elevated [CO2] could offset the negative impact of warming on C:N ratio. By contrast, CW significantly decreased plant C:P and N:P ratios by 16% due to the increase in P allocation in stem for wheat. These results suggest that impacts of climate change on plant nutrient balance occur through interactions between the effects of climate change on nutrient uptake and allocation, which is important for food quality and productivity under global climate change.
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Affiliation(s)
- Jianqing Wang
- Institute of Resource, Ecosystem and Environment of Agriculture, and Center of Climate Change and Agriculture, Nanjing Agricultural University, 1 Weigang, Nanjing, 210095, China
- Key Laboratory for Humid Subtropical Eco-geographical Processes of the Ministry of Education, Fujian Normal University, Fuzhou, 350007, China
- Tohoku Agricultural Research Center, National Agricultural and Food Research Organization, Iwate, 020-0198, Japan
| | - Xiaoyu Liu
- Institute of Resource, Ecosystem and Environment of Agriculture, and Center of Climate Change and Agriculture, Nanjing Agricultural University, 1 Weigang, Nanjing, 210095, China.
| | - Xuhui Zhang
- Institute of Resource, Ecosystem and Environment of Agriculture, and Center of Climate Change and Agriculture, Nanjing Agricultural University, 1 Weigang, Nanjing, 210095, China
| | - Lianqing Li
- Institute of Resource, Ecosystem and Environment of Agriculture, and Center of Climate Change and Agriculture, Nanjing Agricultural University, 1 Weigang, Nanjing, 210095, China
| | - Shu Kee Lam
- School of Agriculture and Food, Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC, 3010, Australia
| | - Genxing Pan
- Institute of Resource, Ecosystem and Environment of Agriculture, and Center of Climate Change and Agriculture, Nanjing Agricultural University, 1 Weigang, Nanjing, 210095, China
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20
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Houshmandfar A, Fitzgerald GJ, O'Leary G, Tausz-Posch S, Fletcher A, Tausz M. The relationship between transpiration and nutrient uptake in wheat changes under elevated atmospheric CO 2. PHYSIOLOGIA PLANTARUM 2018; 163:516-529. [PMID: 29205382 DOI: 10.1111/ppl.12676] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2017] [Accepted: 11/20/2017] [Indexed: 05/26/2023]
Abstract
The impact of elevated [CO2 ] (e[CO2 ]) on crops often includes a decrease in their nutrient concentrations where reduced transpiration-driven mass flow of nutrients has been suggested to play a role. We used two independent approaches, a free-air CO2 enrichment (FACE) experiment in the South Eastern wheat belt of Australia and a simulation study employing the agricultural production systems simulator (APSIM), to show that transpiration (mm) and nutrient uptake (g m-2 ) of nitrogen (N), potassium (K), sulfur (S), calcium (Ca), magnesium (Mg) and manganese (Mn) in wheat are correlated under e[CO2 ], but that nutrient uptake per unit water transpired is higher under e[CO2 ] than under ambient [CO2 ] (a[CO2 ]). This result suggests that transpiration-driven mass flow of nutrients contributes to decreases in nutrient concentrations under e[CO2 ], but cannot solely explain the overall decline.
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Affiliation(s)
- Alireza Houshmandfar
- CSIRO Agriculture and Food, Private Bag 5, P.O., Wembley, WA, 6913, Australia
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Creswick, VIC, 3363, Australia
| | - Glenn J Fitzgerald
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Creswick, VIC, 3363, Australia
- Agriculture Victoria, Victoria State Department of Economic Development, Jobs, Transport and Resources, Horsham, 3401, Australia
| | - Garry O'Leary
- Agriculture Victoria, Victoria State Department of Economic Development, Jobs, Transport and Resources, Horsham, 3401, Australia
| | - Sabine Tausz-Posch
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, Creswick, VIC, 3363, Australia
- School of Biosciences, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Andrew Fletcher
- CSIRO Agriculture and Food, Private Bag 5, P.O., Wembley, WA, 6913, Australia
| | - Michael Tausz
- Birmingham Institute of Forest Research, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
- Department of Ecosystem and Forest Sciences, University of Melbourne, Creswick, Victoria, 3363, Australia
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21
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Estimating genetic variation and genetic parameters for grain iron, zinc and protein concentrations in bread wheat genotypes grown in Iran. J Cereal Sci 2018. [DOI: 10.1016/j.jcs.2018.01.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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22
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Perera I, Seneweera S, Hirotsu N. Manipulating the Phytic Acid Content of Rice Grain Toward Improving Micronutrient Bioavailability. RICE (NEW YORK, N.Y.) 2018; 11:4. [PMID: 29327163 PMCID: PMC5764899 DOI: 10.1186/s12284-018-0200-y] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 01/05/2018] [Indexed: 05/18/2023]
Abstract
Myo-inositol hexaphosphate, also known as phytic acid (PA), is the most abundant storage form of phosphorus in seeds. PA acts as a strong chelator of metal cations to form phytate and is considered an anti-nutrient as it reduces the bioavailability of important micronutrients. Although the major nutrient source for more than one-half of the global population, rice is a poor source of essential micronutrients. Therefore, biofortification and reducing the PA content of rice have arisen as new strategies for increasing micronutrient bioavailability in rice. Furthermore, global climate change effects, particularly rising atmospheric carbon dioxide concentration, are expected to increase the PA content and reduce the concentrations of most of the essential micronutrients in rice grain. Several genes involved in PA biosynthesis have been identified and characterized in rice. Proper understanding of the genes related to PA accumulation during seed development and creating the means to suppress the expression of these genes should provide a foundation for manipulating the PA content in rice grain. Low-PA rice mutants have been developed that have a significantly lower grain PA content, but these mutants also had reduced yields and poor agronomic performance, traits that challenge their effective use in breeding programs. Nevertheless, transgenic technology has been effective in developing low-PA rice without hampering plant growth or seed development. Moreover, manipulating the micronutrient distribution in rice grain, enhancing micronutrient levels and reducing the PA content in endosperm are possible strategies for increasing mineral bioavailability. Therefore, a holistic breeding approach is essential for developing successful low-PA rice lines. In this review, we focus on the key determinants for PA concentration in rice grain and discuss the possible molecular methods and approaches for manipulating the PA content to increase micronutrient bioavailability.
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Affiliation(s)
- Ishara Perera
- Graduate School of Life Sciences, Toyo University, 1-1-1 Izumino, Itakura-machi, Oura-gun, Gunma, 374-0193 Japan
| | - Saman Seneweera
- Centre for Crop Health, University of Southern Queensland, Toowoomba, QLD 4350 Australia
| | - Naoki Hirotsu
- Graduate School of Life Sciences, Toyo University, 1-1-1 Izumino, Itakura-machi, Oura-gun, Gunma, 374-0193 Japan
- Centre for Crop Health, University of Southern Queensland, Toowoomba, QLD 4350 Australia
- Faculty of Life Sciences, Toyo University, 1-1-1 Izumino, Itakura-machi, Oura-gun, Gunma, 374-0193 Japan
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Bahrami H, De Kok LJ, Armstrong R, Fitzgerald GJ, Bourgault M, Henty S, Tausz M, Tausz-Posch S. The proportion of nitrate in leaf nitrogen, but not changes in root growth, are associated with decreased grain protein in wheat under elevated [CO 2]. JOURNAL OF PLANT PHYSIOLOGY 2017; 216:44-51. [PMID: 28575746 DOI: 10.1016/j.jplph.2017.05.011] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Revised: 05/10/2017] [Accepted: 05/11/2017] [Indexed: 05/26/2023]
Abstract
The atmospheric CO2 concentration ([CO2]) is increasing and predicted to reach ∼550ppm by 2050. Increasing [CO2] typically stimulates crop growth and yield, but decreases concentrations of nutrients, such as nitrogen ([N]), and therefore protein, in plant tissues and grains. Such changes in grain composition are expected to have negative implications for the nutritional and economic value of grains. This study addresses two mechanisms potentially accountable for the phenomenon of elevated [CO2]-induced decreases in [N]: N uptake per unit length of roots as well as inhibition of the assimilation of nitrate (NO3-) into protein are investigated and related to grain protein. We analysed two wheat cultivars from a similar genetic background but contrasting in agronomic features (Triticum aestivum L. cv. Scout and Yitpi). Plants were field-grown within the Australian Grains Free Air CO2 Enrichment (AGFACE) facility under two atmospheric [CO2] (ambient, ∼400ppm, and elevated, ∼550ppm) and two water treatments (rain-fed and well-watered). Aboveground dry weight (ADW) and root length (RL, captured by a mini-rhizotron root growth monitoring system), as well as [N] and NO3- concentrations ([NO3-]) were monitored throughout the growing season and related to grain protein at harvest. RL generally increased under e[CO2] and varied between water supply and cultivars. The ratio of total aboveground N (TN) taken up per RL was affected by CO2 treatment only later in the season and there was no significant correlation between TN/RL and grain protein concentration across cultivars and [CO2] treatments. In contrast, a greater percentage of N remained as unassimilated [NO3-] in the tissue of e[CO2] grown crops (expressed as the ratio of NO3- to total N) and this was significantly correlated with decreased grain protein. These findings suggest that e[CO2] directly affects the nitrate assimilation capacity of wheat with direct negative implications for grain quality.
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Affiliation(s)
- Helale Bahrami
- Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Creswick, 3363 Victoria, Australia
| | - Luit J De Kok
- Laboratory of Plant Physiology, University of Groningen, 9747 AG Groningen, The Netherlands; Department of Ecosystem and Forest Sciences, The University of Melbourne, Creswick, 3363 Victoria, Australia
| | - Roger Armstrong
- Department of Economic Development, Jobs, Transport & Resources, Horsham, 3401 Victoria, Australia; Department of Animal, Plant & Soil Sciences, La Trobe University, 3086 Victoria, Australia
| | - Glenn J Fitzgerald
- Department of Economic Development, Jobs, Transport & Resources, Horsham, 3401 Victoria, Australia
| | - Maryse Bourgault
- Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Creswick, 3363 Victoria, Australia; Northern Agricultural Research Center, Montana State University, Havre, MT, USA
| | - Samuel Henty
- Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Creswick, 3363 Victoria, Australia
| | - Michael Tausz
- Department of Ecosystem and Forest Sciences, The University of Melbourne, Creswick, 3363 Victoria, Australia; School of Biosciences, University of Birmingham, Edgbaston, Birmingham B152TT, UK
| | - Sabine Tausz-Posch
- Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Creswick, 3363 Victoria, Australia; School of Biosciences, University of Birmingham, Edgbaston, Birmingham B152TT, UK.
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24
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Wheat (Triticum aestivum L.) grain proteome response to elevated [CO2] varies between genotypes. J Cereal Sci 2017. [DOI: 10.1016/j.jcs.2017.03.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Fernando N, Hirotsu N, Panozzo J, Tausz M, Norton RM, Seneweera S. Lower grain nitrogen content of wheat at elevated CO2 can be improved through post-anthesis NH4+ supplement. J Cereal Sci 2017. [DOI: 10.1016/j.jcs.2017.01.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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26
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Nakandalage N, Nicolas M, Norton RM, Hirotsu N, Milham PJ, Seneweera S. Improving Rice Zinc Biofortification Success Rates Through Genetic and Crop Management Approaches in a Changing Environment. FRONTIERS IN PLANT SCIENCE 2016; 7:764. [PMID: 27375636 PMCID: PMC4893750 DOI: 10.3389/fpls.2016.00764] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2015] [Accepted: 05/17/2016] [Indexed: 05/23/2023]
Abstract
Though rice is the predominant source of energy and micronutrients for more than half of the world population, it does not provide enough zinc (Zn) to match human nutritional requirements. Moreover, climate change, particularly rising atmospheric carbon dioxide concentration, reduces the grain Zn concentration. Therefore, rice biofortification has been recognized as a key target to increase the grain Zn concentration to address global Zn malnutrition. Major bottlenecks for Zn biofortification in rice are identified as low Zn uptake, transport and loading into the grain; however, environmental and genetic contributions to grain Zn accumulation in rice have not been fully explored. In this review, we critically analyze the key genetic, physiological and environmental factors that determine Zn uptake, transport and utilization in rice. We also explore the genetic diversity of rice germplasm to develop new genetic tools for Zn biofortification. Lastly, we discuss the strategic use of Zn fertilizer for developing biofortified rice.
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Affiliation(s)
- Niluka Nakandalage
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, CreswickVIC, Australia
| | - Marc Nicolas
- Faculty of Veterinary and Agricultural Sciences, University of Melbourne, ParkvilleVIC, Australia
| | | | - Naoki Hirotsu
- Faculty of Life Sciences, Toyo UniversityGunma, Japan
| | - Paul J. Milham
- Hawkesbury Institute for the Environment, Western Sydney University, PenrithNSW, Australia
| | - Saman Seneweera
- Centre for Crop Health, University of Southern QueenslandToowoomba, QLD, Australia
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27
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Li X, Jiang D, Liu F. Soil warming enhances the hidden shift of elemental stoichiometry by elevated CO2 in wheat. Sci Rep 2016; 6:23313. [PMID: 27001555 PMCID: PMC4802340 DOI: 10.1038/srep23313] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 03/04/2016] [Indexed: 11/15/2022] Open
Abstract
Increase in atmospheric CO2 concentration ([CO2]) and associated soil warming along with global climate change are expected to have large impacts on grain mineral nutrition in wheat. The effects of CO2 elevation (700 μmol l(-1)) and soil warming (+2.4 °C) on K, Ca and Mg concentrations in the xylem sap and their partitioning in different organs of wheat plant during grain filling were investigated. Results showed that the combination of elevated [CO2] and soil warming improved wheat grain yield, but decreased plant K, Ca and Mg accumulation and their concentrations in the leaves, stems, roots and grains. The reduced grain mineral concentration was attributed to the lowered mineral uptake as exemplified by both the decreased stomatal conductance and mineral concentration in the xylem sap. These findings suggest that future higher atmospheric [CO2] and warmer soil conditions may decrease the dietary availability of minerals from wheat crops. Breeding wheat cultivars possessing higher ability of mineral uptake at reduced xylem flux in exposure to climate change should be a target.
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Affiliation(s)
- Xiangnan Li
- University of Copenhagen, Faculty of Science, Department of Plant and Environmental Sciences, Højbakkegaard Allé 13, 2630 Tåstrup, Denmark
| | - Dong Jiang
- National Engineering and Technology Center for Information Agriculture/Key Laboratory of Crop Physiology and Ecology in Southern China, Ministry of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Fulai Liu
- University of Copenhagen, Faculty of Science, Department of Plant and Environmental Sciences, Højbakkegaard Allé 13, 2630 Tåstrup, Denmark
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Abstract
One of the many ways that climate change may affect human health is by altering the nutrient content of food crops. However, previous attempts to study the effects of increased atmospheric CO2 on crop nutrition have been limited by small sample sizes and/or artificial growing conditions. Here we present data from a meta-analysis of the nutritional contents of the edible portions of 41 cultivars of six major crop species grown using free-air CO2 enrichment (FACE) technology to expose crops to ambient and elevated CO2 concentrations in otherwise normal field cultivation conditions. This data, collected across three continents, represents over ten times more data on the nutrient content of crops grown in FACE experiments than was previously available. We expect it to be deeply useful to future studies, such as efforts to understand the impacts of elevated atmospheric CO2 on crop macro- and micronutrient concentrations, or attempts to alleviate harmful effects of these changes for the billions of people who depend on these crops for essential nutrients.
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Guttieri MJ, Baenziger PS, Frels K, Carver B, Arnall B, Waters BM. Variation for Grain Mineral Concentration in a Diversity Panel of Current and Historical Great Plains Hard Winter Wheat Germplasm. CROP SCIENCE 2015. [PMID: 0 DOI: 10.2135/cropsci2014.07.0506] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Affiliation(s)
- Mary J. Guttieri
- Dep. Agronomy and HorticultureUniv. of NebraskaLincolnNE68583‐0915
| | | | - Katherine Frels
- Dep. Agronomy and HorticultureUniv. of NebraskaLincolnNE68583‐0915
| | - Brett Carver
- Dep. of Plant and Soil SciencesOklahoma State UniversityStillwaterOK74078
| | - Brian Arnall
- Dep. of Plant and Soil SciencesOklahoma State UniversityStillwaterOK74078
| | - Brian M. Waters
- Dep. Agronomy and HorticultureUniv. of NebraskaLincolnNE68583‐0915
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