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Xu Y, Li FL, Li LL, Chen X, Meiners SJ, Kong CH. Discrimination of relatedness drives rice flowering and reproduction in cultivar mixtures. PLANT, CELL & ENVIRONMENT 2024; 47:4572-4585. [PMID: 39038946 DOI: 10.1111/pce.15055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 06/13/2024] [Accepted: 07/11/2024] [Indexed: 07/24/2024]
Abstract
The improvement of performance and yield in both cultivar and species mixtures has been well established. Despite the clear benefits of crop mixtures to agriculture, identifying the critical mechanisms behind performance increases are largely lacking. We experimentally demonstrated that the benefits of rice cultivar mixtures were linked to relatedness-mediated intraspecific neighbour recognition and discrimination under both field and controlled conditions. We then tested biochemical mechanisms of responses in incubation experiments involving the addition of root exudates and a root-secreted signal, (-)-loliolide, followed by transcriptome analysis. We found that closely related cultivar mixtures increased grain yields by modifying root behaviour and accelerating flowering over distantly related mixtures. Importantly, these responses were accompanied by altered concentration of signalling (-)-loliolide that affected rice transcriptome profiling, directly regulating root growth and flowering gene expression. These findings suggest that beneficial crop combinations may be generated a-priori by manipulating neighbour genetic relatedness in rice cultivar mixtures and that root-secreted (-)-loliolide functions as a key mediator of genetic relatedness interactions. The ability of relatedness discrimination to regulate rice flowering and yield raises an intriguing possibility to increase crop production.
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Affiliation(s)
- You Xu
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing, China
| | - Feng-Li Li
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing, China
| | - Lei-Lei Li
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing, China
| | - Xin Chen
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing, China
| | - Scott J Meiners
- Department of Biological Sciences, Eastern Illinois University, Charleston, Illinois, USA
| | - Chui-Hua Kong
- Department of Ecology, College of Resources and Environmental Sciences, China Agricultural University, Beijing, China
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2
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Mahal HF, Barber-Cross T, Brown C, Spaner D, Cahill JF. Changes in the Amount and Distribution of Soil Nutrients and Neighbours Have Differential Impacts on Root and Shoot Architecture in Wheat ( Triticum aestivum). PLANTS (BASEL, SWITZERLAND) 2023; 12:2527. [PMID: 37447087 DOI: 10.3390/plants12132527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 06/23/2023] [Accepted: 06/24/2023] [Indexed: 07/15/2023]
Abstract
Plants exhibit differential behaviours through changes in biomass development and distribution in response to environmental cues, which may impact crops uniquely. We conducted a mesocosm experiment in pots to determine the root and shoot behavioural responses of wheat, T. aestivum. Plants were grown in homogeneous or heterogeneous and heavily or lightly fertilized soil, and alone or with a neighbour of the same or different genetic identity (cultivars: CDC Titanium, Carberry, Glenn, Go Early, and Lillian). Contrary to predictions, wheat did not alter relative reproductive effort in the presence of neighbours, more nutrients, or homogenous soil. Above and below ground, the plants' tendency to use potentially shared space exhibited high levels of plasticity. Above ground, they generally avoided shared, central aerial space when grown with neighbours. Unexpectedly, nutrient amount and distribution also impacted shoots; plants that grew in fertile or homogenous environments increased shared space use. Below ground, plants grown with related neighbours indicated no difference in neighbour avoidance. Those in homogenous soil produced relatively even roots, and plants in heterogeneous treatments produced more roots in nutrient patches. Additionally, less fertile soil resulted in pot-level decreases in root foraging precision. Our findings illustrate that explicit coordination between above- and belowground biomass in wheat may not exist.
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Affiliation(s)
- Habba F Mahal
- Department of Biological Sciences, University of Alberta, Edmonton, AB T6G 2E9, Canada
| | - Tianna Barber-Cross
- Department of Biological Sciences, University of Alberta, Edmonton, AB T6G 2E9, Canada
| | - Charlotte Brown
- Département de Biologie, Université de Sherbrooke, Sherbrooke, QC J1K 2R1, Canada
| | - Dean Spaner
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G 2P5, Canada
| | - James F Cahill
- Department of Biological Sciences, University of Alberta, Edmonton, AB T6G 2E9, Canada
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3
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The trade-in-trade: multifunctionalities, current market and challenges for arbuscular mycorrhizal fungal inoculants. Symbiosis 2023. [DOI: 10.1007/s13199-023-00905-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2023]
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4
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Biernaskie JM. Kin selection theory and the design of cooperative crops. Evol Appl 2022; 15:1555-1564. [PMID: 36330299 PMCID: PMC9624078 DOI: 10.1111/eva.13418] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 05/05/2022] [Accepted: 05/06/2022] [Indexed: 11/29/2022] Open
Abstract
In agriculture and plant breeding, plant traits may be favoured because they benefit neighbouring plants and ultimately increase total crop yield. This idea of promoting cooperation among crop plants has existed almost as long as W.D. Hamilton's inclusive fitness (kin selection) theory, the leading framework for explaining cooperation in biology. However, kin selection thinking has not been adequately applied to the idea of cooperative crops. Here, I give an overview of modern kin selection theory and consider how it explains three key strategies for designing cooperative crops: (1) selection for a less-competitive plant type (a 'communal ideotype'); (2) group-level selection for yield; and (3) exploiting naturally selected cooperation. The first two strategies, using artificial selection, have been successful in the past but suffer from limitations that could hinder future progress. Instead, I propose an alternative strategy and a new 'colonial ideotype' that exploits past natural selection for cooperation among the modules (e.g., branches or stems) of individual plants. More generally, I suggest that Hamiltonian agriculture-a kin selection view of agriculture and plant breeding-transforms our understanding of how to improve crops of the future.
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Pokluda R, Ragasová L, Jurica M, Kalisz A, Komorowska M, Niemiec M, Sekara A. Effects of growth promoting microorganisms on tomato seedlings growing in different media conditions. PLoS One 2021; 16:e0259380. [PMID: 34731216 PMCID: PMC8565787 DOI: 10.1371/journal.pone.0259380] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Accepted: 10/18/2021] [Indexed: 11/30/2022] Open
Abstract
Plant growth-promoting microbes (PGPM) play vital roles in maintaining crop fitness and soil health in stressed environments. Research have included analysis-based cultivation of soil-microbial-plant relationships to clarify microbiota potential. The goal of the research was to (i) evaluate the symbiotic microorganism effects on tomato seedling fitness under stressed conditions simulating a fragile soil susceptible to degradation; (ii) compare the plant-microbial interactions after inoculation with microbial isolates and fungi-bacteria consortia; (iii) develop an effective crop-microbial network, which improves soil and plant status. The experimental design included non-inoculated treatments with peat and sand at ratios of 50:50, 70:30, 100:0 (v:v), inoculated treatments with arbuscular mycorrhizal fungi (AMF) and Azospirillum brasilense (AZ) using the aforementioned peat:sand ratios; and treatment with peat co-inoculated with AMF and Saccharothrix tamanrassetensis (S). AMF + AZ increased root fresh weight in peat substrate compared to the control (4.4 to 3.3 g plant–1). An increase in shoot fresh weight was detected in the AMF + AZ treatment with a 50:50 peat:sand ratio (10.1 to 8.5 g plant-1). AMF + AZ reduced antioxidant activity (DPPH) (18–34%) in leaves, whereas AMF + S had the highest DPPH in leaves and roots (45%). Total leaf phenolic content was higher in control with a decreased proportion of peat. Peroxidase activity was enhanced in AMF + AZ and AMF + S treatments, except for AMF + AZ in peat. Microscopic root assays revealed the ability of AMF to establish strong fungal-tomato symbiosis; the colonization rate was 78–89%. AMF + AZ accelerated K and Mg accumulation in tomato leaves in treatments reflecting soil stress. To date, there has been no relevant information regarding the successful AMF and Saccharothrix co-inoculation relationship. This study confirmed that AMF + S could increase the P, S, and Fe status of seedlings under high organic C content conditions. The improved tomato growth and nutrient acquisition demonstrated the potential of PGPM colonization under degraded soil conditions.
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Affiliation(s)
- Robert Pokluda
- Faculty of Horticulture, Department of Vegetable Sciences and Floriculture, Mendel University in Brno, Brno, Czech Republic
- * E-mail:
| | - Lucia Ragasová
- Faculty of Horticulture, Department of Vegetable Sciences and Floriculture, Mendel University in Brno, Brno, Czech Republic
| | - Miloš Jurica
- Faculty of Horticulture, Department of Vegetable Sciences and Floriculture, Mendel University in Brno, Brno, Czech Republic
| | - Andrzej Kalisz
- Faculty of Biotechnology and Horticulture, Department of Horticulture, University of Agriculture in Krakow, Krakow, Poland
| | - Monika Komorowska
- Faculty of Biotechnology and Horticulture, Department of Horticulture, University of Agriculture in Krakow, Krakow, Poland
| | - Marcin Niemiec
- Faculty of Agriculture and Economics, Department of Agricultural and Environmental Chemistry, University of Agriculture in Krakow, Krakow, Poland
| | - Agnieszka Sekara
- Faculty of Biotechnology and Horticulture, Department of Horticulture, University of Agriculture in Krakow, Krakow, Poland
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Tomiolo S, Thomas C, Jespersen MK, Damgaard CF, Ehlers BK. Intraspecific interactions in the annual legume Medicago minima are shaped by both genetic variation for competitive ability and reduced competition among kin. Basic Appl Ecol 2021. [DOI: 10.1016/j.baae.2021.03.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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7
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Montazeaud G, Rousset F, Fort F, Violle C, Fréville H, Gandon S. Farming plant cooperation in crops. Proc Biol Sci 2020; 287:20191290. [PMID: 31964305 DOI: 10.1098/rspb.2019.1290] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Selection of the fittest can promote individual competitiveness but often results in the erosion of group performance. Recently, several authors revisited this idea in crop production and proposed new practices based on selection for cooperative phenotypes, i.e. phenotypes that increase crop yield through decreased competitiveness. These recommendations, however, remain difficult to evaluate without a formal description of crop evolutionary dynamics under different selection strategies. Here, we develop a theoretical framework to investigate the evolution of cooperation-related traits in crops, using plant height as a case study. Our model is tailored to realistic agricultural practices and shows that combining high plant density, high relatedness and selection among groups favours the evolution of shorter plants that maximize grain yield. Our model allows us to revisit past and current breeding practices in light of kin selection theory, and yields practical recommendations to increase cooperation among crops and promote sustainable agriculture.
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Affiliation(s)
- Germain Montazeaud
- AGAP, Université de Montpellier, CIRAD, INRAE, Montpellier SupAgro, Montpellier, France.,CEFE, Université de Montpellier, Montpellier SupAgro, CNRS, EPHE, IRD, Université Paul Valéry, Montpellier, France
| | - François Rousset
- ISEM, Université de Montpellier, CNRS, EPHE, IRD, Montpellier, France
| | - Florian Fort
- CEFE, Université de Montpellier, Montpellier SupAgro, CNRS, EPHE, IRD, Université Paul Valéry, Montpellier, France
| | - Cyrille Violle
- CEFE, Université de Montpellier, CNRS, EPHE, IRD, Université Paul Valéry, Montpellier, France
| | - Hélène Fréville
- AGAP, Université de Montpellier, CIRAD, INRAE, Montpellier SupAgro, Montpellier, France
| | - Sylvain Gandon
- CEFE, Université de Montpellier, CNRS, EPHE, IRD, Université Paul Valéry, Montpellier, France
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8
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Yang XF, Li LL, Xu Y, Kong CH. Kin recognition in rice (Oryza sativa) lines. THE NEW PHYTOLOGIST 2018; 220:567-578. [PMID: 29956839 DOI: 10.1111/nph.15296] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Accepted: 05/30/2018] [Indexed: 06/08/2023]
Abstract
Kin recognition is an important mediator of interactions within individuals of a species. Despite increasing evidence of kin recognition in natural plant populations, relatively little is known about kin recognition in crop species where numerous cultivars have been generated by artificial selection. We identified rice (Oryza sativa) cultivars with the ability for kin recognition from two sets of indica-inbred and indica-hybrid lines at different levels of genetic relatedness. We then assessed this ability among kin and nonkin and tested potential mechanisms in a series of controlled experiments and field trails. Rice cultivars with the ability for kin recognition were capable of detecting the presence of kin and nonkin and responded to them by altering root behavior and biomass allocation, particularly for grain yield. Furthermore, we assessed the role of root exudates and found a root-secreted nitrogen-rich allantoin component to be responsible for kin recognition in rice lines. Kin recognition in rice lines mediated by root exudates occurs in a cultivar-dependent manner. Rice cultivars with the ability for kin recognition may increase grain yield in the presence of kin. Such an improvement of grain yield by kin recognition of cultivar mixtures offers many implications and applications in rice production.
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Affiliation(s)
- Xue-Fang Yang
- Beijing Key Laboratory of Biodiversity and Organic Farming, College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China
| | - Lei-Lei Li
- Beijing Key Laboratory of Biodiversity and Organic Farming, College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China
| | - You Xu
- Beijing Key Laboratory of Biodiversity and Organic Farming, College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China
| | - Chui-Hua Kong
- Beijing Key Laboratory of Biodiversity and Organic Farming, College of Resources and Environmental Sciences, China Agricultural University, Beijing, 100193, China
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9
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Martín-Robles N, Lehmann A, Seco E, Aroca R, Rillig MC, Milla R. Impacts of domestication on the arbuscular mycorrhizal symbiosis of 27 crop species. THE NEW PHYTOLOGIST 2018; 218:322-334. [PMID: 29281758 DOI: 10.1111/nph.14962] [Citation(s) in RCA: 81] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Accepted: 11/12/2017] [Indexed: 06/07/2023]
Abstract
The arbuscular mycorrhizal (AM) symbiosis is key to plant nutrition, and hence is potentially key in sustainable agriculture. Fertilization and other agricultural practices reduce soil AM fungi and root colonization. Such conditions might promote the evolution of low mycorrhizal responsive crops. Therefore, we ask if and how evolution under domestication has altered AM symbioses of crops. We measured the effect of domestication on mycorrhizal responsiveness across 27 crop species and their wild progenitors. Additionally, in a subset of 14 crops, we tested if domestication effects differed under contrasting phosphorus (P) availabilities. The response of AM symbiosis to domestication varied with P availability. On average, wild progenitors benefited from the AM symbiosis irrespective of P availability, while domesticated crops only profited under P-limited conditions. Magnitudes and directions of response were diverse among the 27 crops, and were unrelated to phylogenetic affinities or to the coordinated evolution with fine root traits. Our results indicate disruptions in the efficiency of the AM symbiosis linked to domestication. Under high fertilization, domestication could have altered the regulation of resource trafficking between AM fungi and associated plant hosts. Provided that crops are commonly raised under high fertilization, this result has important implications for sustainable agriculture.
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Affiliation(s)
- Nieves Martín-Robles
- Departamento de Biología y Geología, Área de Biodiversidad y Conservación, Escuela Superior de Ciencias Experimentales y Tecnología, Universidad Rey Juan Carlos, c/Tulipán s/n, Móstoles, 28933, Spain
| | - Anika Lehmann
- Institut für Biologie, Dahlem Center of Plant Sciences, Freie Universität Berlin, Altensteinstr. 6, 14195, Berlin, Germany
| | - Erica Seco
- Departamento de Biología y Geología, Área de Biodiversidad y Conservación, Escuela Superior de Ciencias Experimentales y Tecnología, Universidad Rey Juan Carlos, c/Tulipán s/n, Móstoles, 28933, Spain
| | - Ricardo Aroca
- Departamento de Microbiología del Suelo y Sistemas Simbióticos, Estación experimental del Zaidín, CSIC, C/Profesor Albareda 1, 18008, Granada, Spain
| | - Matthias C Rillig
- Institut für Biologie, Dahlem Center of Plant Sciences, Freie Universität Berlin, Altensteinstr. 6, 14195, Berlin, Germany
| | - Rubén Milla
- Departamento de Biología y Geología, Área de Biodiversidad y Conservación, Escuela Superior de Ciencias Experimentales y Tecnología, Universidad Rey Juan Carlos, c/Tulipán s/n, Móstoles, 28933, Spain
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10
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Anten NPR, Vermeulen PJ. Tragedies and Crops: Understanding Natural Selection To Improve Cropping Systems. Trends Ecol Evol 2016; 31:429-439. [PMID: 27012675 DOI: 10.1016/j.tree.2016.02.010] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Revised: 02/10/2016] [Accepted: 02/11/2016] [Indexed: 11/16/2022]
Abstract
Plant communities with traits that would maximize community performance can be invaded by plants that invest extra in acquiring resources at the expense of others, lowering the overall community performance, a so-called tragedy of the commons (TOC). By contrast, maximum community performance is usually the objective in agriculture. We first give an overview of the occurrence of TOCs in plants, and explore the extent to which past crop breeding has led to trait values that go against an unwanted TOC. We then show how linking evolutionary game theory (EGT) with mechanistic knowledge of the physiological processes that drive trait expression and the ecological aspects of biotic interactions in agro-ecosystems might contribute to increasing crop yields and resource-use efficiency.
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Affiliation(s)
- Niels P R Anten
- Centre for Crop Systems Analysis, Wageningen University, PO Box 430, AK 6700 Wageningen, The Netherlands.
| | - Peter J Vermeulen
- Centre for Crop Systems Analysis, Wageningen University, PO Box 430, AK 6700 Wageningen, The Netherlands
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11
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Schmidt JE, Bowles TM, Gaudin ACM. Using Ancient Traits to Convert Soil Health into Crop Yield: Impact of Selection on Maize Root and Rhizosphere Function. FRONTIERS IN PLANT SCIENCE 2016; 7:373. [PMID: 27066028 PMCID: PMC4811947 DOI: 10.3389/fpls.2016.00373] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2016] [Accepted: 03/11/2016] [Indexed: 05/21/2023]
Abstract
The effect of domestication and modern breeding on aboveground traits in maize (Zea mays) has been well-characterized, but the impact on root systems and the rhizosphere remain unclear. The transition from wild ecosystems to modern agriculture has focused on selecting traits that yielded the largest aboveground production with increasing levels of crop management and nutrient inputs. Root morphology, anatomy, and ecophysiological processes may have been affected by the substantial environmental and genetic shifts associated with this transition. As a result, root and rhizosphere traits that allow more efficient foraging and uptake in lower synthetic input environments might have been lost. The development of modern maize has led to a shift in microbiome community composition, but questions remain as to the dynamics and drivers of this change during maize evolution and its implications for resource acquisition and agroecosystem functioning under different management practices. Better understanding of how domestication and breeding affected root and rhizosphere microbial traits could inform breeding strategies, facilitate the sourcing of favorable alleles, and open new frontiers to improve resource use efficiency through greater integration of root development and ecophysiology with agroecosystem functioning.
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Affiliation(s)
- Jennifer E. Schmidt
- Department of Plant Sciences, University of California at DavisDavis, CA, USA
| | - Timothy M. Bowles
- Department of Natural Resources and the Environment, University of New HampshireDurham, NH, USA
| | - Amélie C. M. Gaudin
- Department of Plant Sciences, University of California at DavisDavis, CA, USA
- *Correspondence: Amélie C. M. Gaudin
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12
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Sanz-Sáez Á, Heath KD, Burke PV, Ainsworth EA. Inoculation with an enhanced N2 -fixing Bradyrhizobium japonicum strain (USDA110) does not alter soybean (Glycine max Merr.) response to elevated [CO2 ]. PLANT, CELL & ENVIRONMENT 2015; 38:2589-602. [PMID: 26012898 DOI: 10.1111/pce.12577] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2014] [Revised: 04/17/2015] [Accepted: 05/12/2015] [Indexed: 05/22/2023]
Abstract
This study tested the hypothesis that inoculation of soybean (Glycine max Merr.) with a Bradyrhizobium japonicum strain (USDA110) with greater N2 fixation rates would enhance soybean response to elevated [CO2 ]. In field experiments at the Soybean Free Air CO2 Enrichment facility, inoculation of soybean with USDA110 increased nodule occupancy from 5% in native soil to 54% in elevated [CO2 ] and 34% at ambient [CO2 ]. Despite this success, inoculation with USDA110 did not result in greater photosynthesis, growth or seed yield at ambient or elevated [CO2 ] in the field, presumably due to competition from native rhizobia. In a growth chamber experiment designed to study the effects of inoculation in the absence of competition, inoculation with USDA110 in sterilized soil resulted in nodule occupation of >90%, significantly greater (15) N2 fixation, photosynthetic capacity, leaf N and total plant biomass compared with plants grown with native soil bacteria. However, there was no interaction of rhizobium fertilization with elevated [CO2 ]; inoculation with USDA110 was equally beneficial at ambient and elevated [CO2 ]. These results suggest that selected rhizobia could potentially stimulate soybean yield in soils with little or no history of prior soybean production, but that better quality rhizobia do not enhance soybean responses to elevated [CO2 ].
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Affiliation(s)
- Álvaro Sanz-Sáez
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
- Department of Plant Biology and Ecology, Pharmacy Faculty, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Alava, 01007, Spain
| | - Katy D Heath
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Patricia V Burke
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
| | - Elizabeth A Ainsworth
- Department of Plant Biology, University of Illinois at Urbana-Champaign, Urbana, IL, 61801, USA
- Global Change and Photosynthesis Research Unit, USDA ARS, Urbana, IL, 61801, USA
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13
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Nogales A, Nobre T, Valadas V, Ragonezi C, Döring M, Polidoros A, Arnholdt-Schmitt B. Can functional hologenomics aid tackling current challenges in plant breeding? Brief Funct Genomics 2015; 15:288-97. [PMID: 26293603 DOI: 10.1093/bfgp/elv030] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Molecular plant breeding usually overlooks the genetic variability that arises from the association of plants with endophytic microorganisms, when looking at agronomic interesting target traits. This source of variability can have crucial effects on the functionality of the organism considered as a whole (the holobiont), and therefore can be selectable in breeding programs. However, seeing the holobiont as a unit for selection and improvement in breeding programs requires novel approaches for genotyping and phenotyping. These should not focus just at the plant level, but also include the associated endophytes and their functional effects on the plant, to make effective desirable trait screenings. The present review intends to draw attention to a new research field on functional hologenomics that if associated with adequate phenotyping tools could greatly increase the efficiency of breeding programs.
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Koskella B. Evolutionary Applications research highlights for issue 9: the ever-evolving field of agriculture. Evol Appl 2015; 7:1159-60. [PMID: 25558277 PMCID: PMC4275088 DOI: 10.1111/eva.12224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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