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Zeffa DM, Júnior LP, de Assis R, Delfini J, Marcos AW, Koltun A, Baba VY, Constantino LV, Uhdre RS, Nogueira AF, Moda-Cirino V, Scapim CA, Gonçalves LSA. Multi-locus genome-wide association study for phosphorus use efficiency in a tropical maize germplasm. FRONTIERS IN PLANT SCIENCE 2024; 15:1366173. [PMID: 39246817 PMCID: PMC11380136 DOI: 10.3389/fpls.2024.1366173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 07/10/2024] [Indexed: 09/10/2024]
Abstract
Phosphorus (P) is an essential macronutrient for maize (Zea mays L.) growth and development. Therefore, generating cultivars with upgraded P use efficiency (PUE) represents one of the main strategies to reduce the global agriculture dependence on phosphate fertilizers. In this work, genome-wide association studies (GWAS) were performed to detect quantitative trait nucleotide (QTN) and potential PUE-related candidate genes and associated traits in greenhouse and field trials under contrasting P conditions. The PUE and other agronomy traits of 132 maize inbred lines were assessed in low and normal P supply through the greenhouse and field experiments and Multi-locus GWAS was used to map the associated QTNs. Wide genetic variability was observed among the maize inbred lines under low and normal P supply. In addition, we confirm the complex and quantitative nature of PUE. A total of 306 QTNs were associated with the 24 traits evaluated using different multi-locus GWAS methods. A total of 186 potential candidate genes were identified, mainly involved with transcription regulator, transporter, and transference activity. Further studies are still needed to elucidate the functions and relevance of these genes regarding PUE. Nevertheless, pyramiding the favorable alleles pinpointed in the present study can be considered an efficient strategy for molecular improvement to increase maize PUE.
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Affiliation(s)
- Douglas Mariani Zeffa
- Departamento de Agronomia, Universidade Estadual de Maringá, Maringá, Paraná, Brazil
| | - Luiz Perini Júnior
- Departamento de Agronomia, Universidade Estadual de Londrina, Londrina, Paraná, Brazil
| | - Rafael de Assis
- Departamento de Biologia, Universidade Estadual de Londrina, Londrina, Paraná, Brazil
| | - Jéssica Delfini
- Departamento de Agronomia, Universidade Estadual de Londrina, Londrina, Paraná, Brazil
| | - Antoni Wallace Marcos
- Departamento de Agronomia, Universidade Estadual de Londrina, Londrina, Paraná, Brazil
| | - Alessandra Koltun
- Departamento de Agronomia, Universidade Estadual de Maringá, Maringá, Paraná, Brazil
| | - Viviane Yumi Baba
- Departamento de Agronomia, Universidade Estadual de Londrina, Londrina, Paraná, Brazil
| | | | - Renan Santos Uhdre
- Departamento de Agronomia, Universidade Estadual de Maringá, Maringá, Paraná, Brazil
| | | | - Vania Moda-Cirino
- Área de Melhoramento Genético e Propagação Vegetal, Instituto de Desenvolvimento Rural do Paraná, Londrina, Paraná, Brazil
| | - Carlos Alberto Scapim
- Departamento de Agronomia, Universidade Estadual de Maringá, Maringá, Paraná, Brazil
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Rosas JTF, Demattê JAM, Rosin NA, Bartsch BDA, Poppiel RR, Rodriguez-Albarracin HS, Novais JJM, Pavinato PS, Ma Y, Mello DCD, Francelino MR, Alves MR. Geotechnologies on the phosphorus stocks determination in tropical soils: General impacts on society. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 938:173537. [PMID: 38802008 DOI: 10.1016/j.scitotenv.2024.173537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 05/23/2024] [Accepted: 05/24/2024] [Indexed: 05/29/2024]
Abstract
Phosphorus (P) is a critical nutrient for primary production in terrestrial and aquatic ecosystems. As P mineral reserves are finite and non-renewable, there is an increasing discussion on its sustainable utilization to safeguard food security for future generations. Understanding the spatial distribution of soil P is central in advancing effective phosphorus management and fostering sustainable agricultural practices. This study aims to digitally map the stocks of available P (AP) and total P (TP) in Brazil at a fine resolution (30 m). Using the Random Forest machine learning algorithm and a database of topsoil (0-20 cm) with 28,572 samples for AP and 3154 for TP, we predicted P stocks based on environmental covariates related to soil formation processes. By dividing Brazil into two sub-regions, representing areas with native coverage and anthropogenic ones, we built independent predictive models for each sub-region. Our results show that Brazil has a TP stock of 531 Tg and an AP stock of 17.4 Tg. The largest soil TP stocks are in the Atlantic Forest biome (73.8 g.m2), likely due to higher organic carbon stocks in this biome. The largest AP stocks were in the Caatinga biome (2.51 g.m2) because of younger soils with low P adsorption capacity. We also found that fertilizer use significantly increased AP stocks in agricultural areas compared to native ones. Our results indicated that AP stocks strongly influenced Brazil's agricultural production, with a correlation coefficient ranging from 0.20 for coffee crops to 0.46 for soybean. The maps generated in this study are expected to contribute to the sustainable use of P in agriculture and environmental systems.
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Affiliation(s)
- Jorge Tadeu Fim Rosas
- Department of Soil Science, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo 13418-900, Brazil.
| | - José A M Demattê
- Department of Soil Science, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo 13418-900, Brazil.
| | - Nícolas Augusto Rosin
- Department of Soil Science, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo 13418-900, Brazil.
| | - Bruno Dos Anjos Bartsch
- Department of Soil Science, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo 13418-900, Brazil
| | - Raul Roberto Poppiel
- Department of Soil Science, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo 13418-900, Brazil.
| | - Heidy Soledad Rodriguez-Albarracin
- Department of Soil Science, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo 13418-900, Brazil
| | - Jean Jesus Macedo Novais
- Department of Soil Science, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo 13418-900, Brazil.
| | - Paulo Sergio Pavinato
- Department of Soil Science, Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, São Paulo 13418-900, Brazil
| | - Yuxin Ma
- Manaaki Whenua-Landcare Research, Private Bag 11052, Manawatū Mail Centre, Palmerston North 4442, New Zealand
| | - Danilo César de Mello
- Department of Soils Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais 36570-900, Brazil
| | - Marcio Rocha Francelino
- Department of Soils Science, Universidade Federal de Viçosa, Viçosa, Minas Gerais 36570-900, Brazil
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Andreata MFL, Afonso L, Niekawa ETG, Salomão JM, Basso KR, Silva MCD, Alves LC, Alarcon SF, Parra MEA, Grzegorczyk KG, Chryssafidis AL, Andrade G. Microbial Fertilizers: A Study on the Current Scenario of Brazilian Inoculants and Future Perspectives. PLANTS (BASEL, SWITZERLAND) 2024; 13:2246. [PMID: 39204682 PMCID: PMC11360115 DOI: 10.3390/plants13162246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Revised: 08/02/2024] [Accepted: 08/06/2024] [Indexed: 09/04/2024]
Abstract
The increasing need for sustainable agricultural practices, combined with the demand for enhanced crop productivity, has led to a growing interest in utilizing microorganisms for biocontrol of diseases and pests, as well as for growth promotion. In Brazilian agriculture, the use of plant growth-promoting rhizobacteria (PGPR) and plant growth-promoting fungi (PGPF) has become increasingly prevalent, with a corresponding rise in the number of registered microbial inoculants each year. PGPR and PGPF occupy diverse niches within the rhizosphere, playing a crucial role in soil nutrient cycling and influencing a wide range of plant physiological processes. This review examines the primary mechanisms employed by these microbial agents to promote growth, as well as the strategy of co-inoculation to enhance product efficacy. Furthermore, we provide a comprehensive analysis of the microbial inoculants currently available in Brazil, detailing the microorganisms accessible for major crops, and discuss the market's prospects for the research and development of novel products in light of current challenges faced in the coming years.
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Affiliation(s)
- Matheus F. L. Andreata
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | - Leandro Afonso
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | - Erika T. G. Niekawa
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | - Julio M. Salomão
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | - Kawany Roque Basso
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | - Maria Clara D. Silva
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | - Leonardo Cruz Alves
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | - Stefani F. Alarcon
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | - Maria Eugenia A. Parra
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | - Kathlen Giovana Grzegorczyk
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
| | | | - Galdino Andrade
- Microbial Ecology Laboratory, Department of Microbiology, State University of Londrina, Londrina 86057-970, Brazil; (M.F.L.A.); (L.A.); (E.T.G.N.); (J.M.S.); (K.R.B.); (M.C.D.S.); (L.C.A.); (S.F.A.); (M.E.A.P.); (K.G.G.)
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4
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de Oliveira-Paiva CA, Bini D, de Sousa SM, Ribeiro VP, Dos Santos FC, de Paula Lana UG, de Souza FF, Gomes EA, Marriel IE. Inoculation with Bacillus megaterium CNPMS B119 and Bacillus subtilis CNPMS B2084 improve P-acquisition and maize yield in Brazil. Front Microbiol 2024; 15:1426166. [PMID: 38989019 PMCID: PMC11233657 DOI: 10.3389/fmicb.2024.1426166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 06/10/2024] [Indexed: 07/12/2024] Open
Abstract
Phosphorus (P) is a critical nutrient for plant growth, yet its uptake is often hindered by soil factors like clay minerals and metal oxides such as aluminum (Al), iron (Fe), and calcium (Ca), which bind P and limit its availability. Phosphate-solubilizing bacteria (PSB) have the unique ability to convert insoluble P into a soluble form, thereby fostering plant growth. This study aimed to assess the efficacy of inoculation of Bacillus megaterium B119 (rhizospheric) and B. subtilis B2084 (endophytic) via seed treatment in enhancing maize yield, grain P content, and enzyme activities across two distinct soil types in field conditions. Additionally, we investigated various mechanisms contributing to plant growth promotion, compatibility with commercial inoculants, and the maize root adhesion profile of these strains. During five crop seasons in two experimental areas in Brazil, Sete Lagoas-MG and Santo Antônio de Goiás-GO, single inoculations with either B119 or B2084 were implemented in three seasons, while a co-inoculation with both strains was applied in two seasons. All treatments received P fertilizer according to plot recommendations, except for control. Both the Bacillus strains exhibited plant growth-promoting properties relevant to P dynamics, including phosphate solubilization and mineralization, production of indole-3-acetic acid (IAA)-like molecules, siderophores, exopolysaccharides (EPS), biofilms, and phosphatases, with no antagonism observed with Azospirillum and Bradyrizhobium. Strain B2084 displayed superior maize root adhesion compared to B119. In field trials, single inoculations with either B119 or B2084 resulted in increased maize grain yield, with relative average productivities of 22 and 16% in Sete Lagoas and 6 and 3% in Santo Antônio de Goiás, respectively. Co-inoculation proved more effective, with an average yield increase of 24% in Sete Lagoas and 11% in Santo Antônio de Goiás compared to the non-inoculated control. Across all seasons, accumulated grain P content correlated with yield, and soil P availability in the rhizosphere increased after co-inoculation in Santo Antônio de Goiás. These findings complement previous research efforts and have led to the validation and registration of the first Brazilian inoculant formulated with Bacillus strains for maize, effectively enhancing and P grain content.
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Affiliation(s)
| | - Daniel Bini
- Microbiology Laboratory, Embrapa Milho e Sorgo, Sete Lagoas, Brazil
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Wei Z, Alam S, Verma M, Hilderbran M, Wu Y, Anderson B, Ho DE, Suckale J. Integrating water quality data with a Bayesian network model to improve spatial and temporal phosphorus attribution: Application to the Maumee River Basin. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 360:121120. [PMID: 38759558 DOI: 10.1016/j.jenvman.2024.121120] [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: 09/24/2023] [Revised: 04/22/2024] [Accepted: 05/07/2024] [Indexed: 05/19/2024]
Abstract
Surface water nutrient pollution, the primary cause of eutrophication, remains a major environmental concern in Western Lake Erie despite intergovernmental efforts to regulate nutrient sources. The Maumee River Basin has been the largest nutrient contributor. The two primary nutrient sources are inorganic fertilizer and livestock manure applied to croplands, which are later carried to the streams via runoff and soil erosion. Prior studies of nutrient source attribution have focused on large watersheds or counties at annual time scales. Source attribution at finer spatiotemporal scales, which enables more effective nutrient management, remains a substantial challenge. This study aims to address this challenge by developing a generalizable Bayesian network model for phosphorus source attribution at the subwatershed scale (12-digit Hydrologic Unit Code). Since phosphorus release is uncertain, we combine excess phosphorus derived from manure and fertilizer application and crop uptake data, flow information simulated by the SWAT model, and in-stream water quality measurements using Approximate Bayesian Computation to derive a posterior that attributes phosphorus contributions to subwatersheds. Our results show significant variability in subwatershed-scale phosphorus release that is lost in coarse-scale attribution. Phosphorus contributions attributed to the subwatersheds are on average lower than the excess phosphorus estimated by the nutrient balance approach currently adopted by environmental agencies. Fertilizer contributes more soluble reactive phosphorus than manure, while manure contributes most of the unreactive phosphorus. While developed for the specific context of Maumee River Basin, our lightweight and generalizable model framework could be adapted to other regions and pollutants and could help inform targeted environmental regulation and enforcement.
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Affiliation(s)
- Zihan Wei
- Department of Geophysics, Stanford University, Stanford, 94305, CA, USA.
| | - Sarfaraz Alam
- Department of Geophysics, Stanford University, Stanford, 94305, CA, USA; Regulation, Evaluation, and Governance Lab, Stanford University, Stanford, 94305, CA, USA.
| | - Miki Verma
- Symbolic Systems Program, Stanford University, Stanford, 94305, CA, USA.
| | - Margaret Hilderbran
- Regulation, Evaluation, and Governance Lab, Stanford University, Stanford, 94305, CA, USA.
| | - Yuchen Wu
- Department of Statistics, Stanford University, Stanford, 94305, CA, USA.
| | - Brandon Anderson
- Regulation, Evaluation, and Governance Lab, Stanford University, Stanford, 94305, CA, USA.
| | - Daniel E Ho
- Regulation, Evaluation, and Governance Lab, Stanford University, Stanford, 94305, CA, USA.
| | - Jenny Suckale
- Department of Geophysics, Stanford University, Stanford, 94305, CA, USA.
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6
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Margenot AJ, Zhou S, Xu S, Condron LM, Metson GS, Haygarth PM, Wade J, Agyeman PC. Missing phosphorus legacy of the Anthropocene: Quantifying residual phosphorus in the biosphere. GLOBAL CHANGE BIOLOGY 2024; 30:e17376. [PMID: 38923195 DOI: 10.1111/gcb.17376] [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: 11/08/2023] [Accepted: 03/11/2024] [Indexed: 06/28/2024]
Abstract
A defining feature of the Anthropocene is the distortion of the biosphere phosphorus (P) cycle. A relatively sudden acceleration of input fluxes without a concomitant increase in output fluxes has led to net accumulation of P in the terrestrial-aquatic continuum. Over the past century, P has been mined from geological deposits to produce crop fertilizers. When P inputs are not fully removed with harvest of crop biomass, the remaining P accumulates in soils. This residual P is a uniquely anthropogenic pool of P, and its management is critical for agronomic and environmental sustainability. Managing residual P first requires its quantification-but measuring residual P is challenging. In this review, we synthesize approaches to quantifying residual P, with emphasis on advantages, disadvantages, and complementarity. Common approaches to estimate residual P are mass balances, long-term experiments, soil test P trends and chronosequences, with varying suitability or even limitations to distinct spatiotemporal scales. We demonstrate that individual quantification approaches are (i) constrained, (ii) often complementary, and (iii) may be feasible at only certain time-space scales. While some of these challenges are inherent to the quantification approach, in many cases there are surmountable challenges that can be addressed by unifying existing P pool and flux datasets, standardizing and synchronizing data collection on pools and fluxes, and quantifying uncertainty. Though defined as a magnitude, the distribution and speciation of residual P is relatively less understood but shapes its utilization and environmental impacts. The form of residual P will vary by agroecosystem context due to edaphoclimatic-specific transformation of the accumulated P, which has implications for management (e.g., crop usage) and future policies (e.g., lag times in P loading from non-point sources). Quantifying the uncertainty in measuring residual P holds value beyond scientific understanding, as it supports prioritization of monitoring and management resources and inform policy.
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Affiliation(s)
| | - Shengnan Zhou
- University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Suwei Xu
- University of Illinois Urbana-Champaign, Urbana, Illinois, USA
| | - Leo M Condron
- Faculty of Agriculture and Life Sciences, Lincoln University, Christchurch, New Zealand
| | - Geneviève S Metson
- Department of Geography and Environment, Social Sciences Centre Rm. 2403, The University of Western Ontario, London, Ontario, Canada
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Lei J, Yin J, Chen S, Fenton O, Liu R, Chen Q, Fan B, Zhang S. Understanding phosphorus mobilization mechanisms in acidic soil amended with calcium-silicon-magnesium-potassium fertilizer. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 916:170294. [PMID: 38272080 DOI: 10.1016/j.scitotenv.2024.170294] [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: 09/14/2023] [Revised: 11/16/2023] [Accepted: 01/18/2024] [Indexed: 01/27/2024]
Abstract
Calcium-silicon-magnesium-potassium fertilizer (CSMP) is usually used as an amendment to counteract soil acidification caused by historical excessive nitrogen (N) applications. However, the impact of CSMP addition on phosphorus (P) mobilization in acidic soils and the related mechanisms are not fully understood. Specifically, a knowledge gap exists with regards to changes in soil extracellular enzymes that contribute to P release. Such a knowledge gap was investigated by an incubation study with four treatments: i) initial soil (Control), ii) urea (60 mg kg-1) addition (U); iii) CSMP (1%) addition (CSMP) and iv) urea (60 mg kg-1) and CSMP (1%) additions (U + CSMP). Phosphorus mobilization induced by different processes was distinguished by biologically based P extraction. The Langmuir equation, K edge X-ray absorption near-edge structure spectroscopy, and ecoenzyme vector analysis according to the extracellular enzyme activity stoichiometry were deployed to investigate soil P sorption intensity, precipitation species, and microbial-driven turnover of organophosphorus. Results showed that CaCl2 extractable P (or citric acid extractable P) content increased by 63.4% (or 39.2%) in the soil with CSMP addition, compared with the study control. The accelerated mobilization of aluminum (Al)/iron (Fe)-bound P after CSMP addition, indicated by the reduction of the sum of FePO4·2H2O and AlPO4 proportion, contributed to this increase. The decrease of P sorption capacity can also be responsible for it. The CSMP addition increased enzyme extractable P in the soil nearly 7-fold and mitigated the limitations of carbon (C) and P for soil microorganisms (indicated by the enzyme stoichiometry and ecoenzyme vector analysis), suggesting that microbial turnover processes also contribute to P mobilization in amended acidic soil. These findings indicate that the P mobilization in CSMP amended acidic soil not only attributed to both decreasing P sorption capacity and dissolving phosphate precipitation, but also to the increase of the microbial turnover of the organophosphorus pool.
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Affiliation(s)
- Jilin Lei
- Beijing Key Laboratory of Farmyard Soil Pollution Prevention-control and Remediation, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, PR China
| | - Junhui Yin
- Beijing Key Laboratory of Farmyard Soil Pollution Prevention-control and Remediation, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, PR China; School of Agriculture, Sun Yat-sen University, Shenzhen 518107, PR China
| | - Shuo Chen
- Beijing Key Laboratory of Farmyard Soil Pollution Prevention-control and Remediation, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, PR China
| | - Owen Fenton
- Teagasc, Environmental Research Centre, Johnstown Castle, Co. Wexford, Ireland
| | - Rui Liu
- Beijing Key Laboratory of Farmyard Soil Pollution Prevention-control and Remediation, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, PR China
| | - Qing Chen
- Beijing Key Laboratory of Farmyard Soil Pollution Prevention-control and Remediation, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, PR China
| | - Bingqian Fan
- Key laboratory of Nonpoint Source Pollution Control, Ministry of Agriculture and Rural Affairs of PR China, Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100081, PR China.
| | - Shuai Zhang
- Beijing Key Laboratory of Farmyard Soil Pollution Prevention-control and Remediation, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, PR China; Key Laboratory of Arable Land Quality Monitoring and Evaluation, State Key Laboratory of Efficient Utilization of Arid and Semi-arid Arable Land in Northern China, Ministry of Agriculture and Rural Affairs, Institute of Agricultural Resources and Regional Planning, Chinese Academy of Agricultural Sciences (CAAS), Beijing 100081, PR China.
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Bini D, Mattos BB, Figueiredo JEF, Dos Santos FC, Marriel IE, Dos Santos CA, de Oliveira-Paiva CA. Parameter evaluation for developing phosphate-solubilizing Bacillus inoculants. Braz J Microbiol 2024; 55:737-748. [PMID: 38008804 PMCID: PMC10920567 DOI: 10.1007/s42770-023-01182-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 11/11/2023] [Indexed: 11/28/2023] Open
Abstract
Bacterial inoculants have been used in agriculture to improve plant performance. However, laboratory and field requirements must be completed before a candidate can be employed as an inoculant. Therefore, this study aimed to evaluate the parameters for inoculant formulation and the potential of Bacillus subtilis (B70) and B. pumilus (B32) to improve phosphorus availability in maize (Zea mays L.) crops. In vitro experiments assessed the bacterial ability to solubilize and mineralize phosphate, their adherence to roots, and shelf life in cassava starch (CS), carboxymethyl cellulose (CMC), peat, and activated charcoal (AC) stored at 4 °C and room temperature for 6 months. A field experiment evaluated the effectiveness of strains to increase the P availability to plants growing with rock phosphate (RP) and a mixture of RP and triple superphosphate (TS) and their contribution to improving maize yield and P accumulation in grains. The B70 was outstanding in solubilizing RP and phytate mineralization and more stable in carriers and storage conditions than B32. However, root adherence was more noticeable in B32. Among carriers, AC was the most effective for preserving viable cell counts, closely similar to those of the initial inoculum of both strains. Maize productivity using the mixture RPTS was similar for B70 and B32. The best combination was B70 with RP, which improved the maize yield (6532 kg ha-1) and P accumulation in grains (15.95 kg ha-1). Our results indicated that the inoculant formulation with AC carrier and B70 is a feasible strategy for improving phosphorus mobilization in the soil and maize productivity.
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Affiliation(s)
- Daniel Bini
- Embrapa Milho E Sorgo, Sete Lagoas, MG, 35701-970, Brazil
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9
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Zhou S, Margenot AJ. Muddied Waters: The Use of "Residual" And "Legacy" Phosphorus. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2023; 57:21535-21539. [PMID: 38086081 DOI: 10.1021/acs.est.3c04733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2023]
Abstract
Phosphorus (P) inputs to the biosphere have quadrupled in less than a century due to intensification of rock phosphate mining and the use of P fertilizers for crop production. Accumulation of P in soils can increase P transfers across the soil-water continuum that impair aquatic ecosystem function and water resource quality for society. However, what this accumulated P is called, and subsequent connotations of magnitude versus mechanism at pedon versus watershed scale, varies in the literature. We argue that the two commonly used terms of "residual" and "legacy" P, though often used interchangeably, hold distinct meanings and connotations. Tracing the historical origins and trajectories of these terms reveals that "residual P" refers to the magnitude of fertilizer P that remains in the soil after crop harvest, whereas "legacy P" refers to the mechanism of P transfer across the watershed and its long-term impacts on water quality. The use of "legacy P" in many cases refers to the residuality of anthropogenic P inputs, and thus should be "residual P". We recommend that the term "residual P" be used when referring to the accumulation of P in soils under agricultural management from past inputs, and the term "legacy P" be used when referring to the transfer of P within watersheds. The intentional and thus consistent use of residual versus legacy P stands to provide important nuance in the environmental sciences and overlapping fields of agronomy and biogeochemistry.
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Affiliation(s)
- Shengnan Zhou
- Agroecosystem Sustainability Center, Institute for Sustainability, Energy & Environment, University of Illinois Urbana─Champaign, Urbana, Illinois 61801, United States
| | - Andrew J Margenot
- Agroecosystem Sustainability Center, Institute for Sustainability, Energy & Environment, University of Illinois Urbana─Champaign, Urbana, Illinois 61801, United States
- Department of Crop Sciences, University of Illinois Urbana─Champaign, Urbana, Illinois 61801, United States
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10
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Siqueira JA, Zsögön A, Fernie AR, Nunes-Nesi A, Araújo WL. Does day length matter for nutrient responsiveness? TRENDS IN PLANT SCIENCE 2023; 28:1113-1123. [PMID: 37268488 DOI: 10.1016/j.tplants.2023.04.012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 04/11/2023] [Accepted: 04/24/2023] [Indexed: 06/04/2023]
Abstract
For over 2500 years, considerable agronomic interest has been paid to soil fertility. Both crop domestication and the Green Revolution shifted photoperiodism and the circadian clock in cultivated species, although this contributed to an increase in the demand for chemical fertilisers. Thus, the uptake of nutrients depends on light signalling, whereas diel growth and circadian rhythms are affected by nutrient levels. Here, we argue that day length and circadian rhythms may be central regulators of the uptake and usage of nutrients, also modulating responses to toxic elements (e.g., aluminium and cadmium). Thus, we suggest that knowledge in this area might assist in developing next-generation crops with improved uptake and use efficiency of nutrients.
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Affiliation(s)
- João Antonio Siqueira
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, MG, Brazil.
| | - Agustin Zsögön
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, MG, Brazil
| | - Alisdair R Fernie
- Max-Planck-Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| | - Adriano Nunes-Nesi
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, MG, Brazil
| | - Wagner L Araújo
- National Institute of Science and Technology on Plant Physiology under Stress Conditions, Departamento de Biologia Vegetal, Universidade Federal de Viçosa, 36570-900 Viçosa, MG, Brazil.
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11
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Greschuk LT, Demattê JAM, Silvero NEQ, Rosin NA. A soil productivity system reveals most Brazilian agricultural lands are below their maximum potential. Sci Rep 2023; 13:14103. [PMID: 37644055 PMCID: PMC10465562 DOI: 10.1038/s41598-023-39981-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 08/03/2023] [Indexed: 08/31/2023] Open
Abstract
Food production is extremely dependent on the soil. Brazil plays an important role in the global food production chain. Although only 30% of the total Brazilian agricultural areas are used for crop and livestock, the full soil production potential needs to be evaluated due to the environmental and legal impossibility to expand agriculture to new areas. A novel approach to assess the productive potential of soils, called "SoilPP" and based on soil analysis (0-100 cm) - which express its pedological information - and machine learning is presented. Historical yields of sugarcane and soybeans were analyzed, allowing to identify where it is still possible to improve crop yields. The soybean yields were below the estimated SoilPP in 46% of Brazilian counties and could be improved by proper management practices. For sugarcane, 38% of areas can be improved. This technique allowed us to understand and map the food yield situation over large areas, which can support farmers, consultants, industries, policymakers, and world food security planning.
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Affiliation(s)
- Lucas T Greschuk
- Department of Soil Science, University of São Paulo (ESALQ/USP), Av. Pádua Dias, 11, Piracicaba, SP, 13418-900, Brazil
| | - José A M Demattê
- Department of Soil Science, University of São Paulo (ESALQ/USP), Av. Pádua Dias, 11, Piracicaba, SP, 13418-900, Brazil.
| | - Nélida E Q Silvero
- Department of Soil Science, University of São Paulo (ESALQ/USP), Av. Pádua Dias, 11, Piracicaba, SP, 13418-900, Brazil
| | - Nícolas Augusto Rosin
- Department of Soil Science, University of São Paulo (ESALQ/USP), Av. Pádua Dias, 11, Piracicaba, SP, 13418-900, Brazil
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12
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de Faria Melo CC, Silva Amaral D, de Mello Prado R, de Moura Zanine A, de Jesus Ferreira D, de Cássia Piccolo M. Nanosilica modulates C:N:P stoichiometry attenuating phosphorus toxicity more than deficiency in Megathyrsus maximus cultivated in an Oxisol and Entisol. Sci Rep 2023; 13:10284. [PMID: 37355676 PMCID: PMC10290668 DOI: 10.1038/s41598-023-37504-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 06/22/2023] [Indexed: 06/26/2023] Open
Abstract
Silicon (Si) nanoparticles can attenuate nutritional disorders caused by phosphorus in forages through nutritional homeostasis. This paper aims to evaluate the effects of P deficiency and toxicity in Megathyrsus maximus cultivated in two types of soils and to verify whether Si application via fertigation can mitigate these imbalances. The following two experiments were carried out: cultivation of forage plants in pots with Entisol and Oxisol, in a 3 × 2 factorial design, with three nutritional levels of phosphorus (deficient, adequate, and excessive) and two Si concentrations in the irrigation water (0 and 1.5 mmol L-1). Height, number of tillers, rate of leaf senescence, dry matter production, C:N, C:Si, C:P, and N:P ratios; and C, P, and N use efficiencies were evaluated in two growth cycles. P imbalances hampered carbon assimilation, C:N:P homeostasis, and dry matter production. Nanosilica fertigation promoted silicon uptake, improving C:N:P homeostasis and nutritional efficiency in plants under P deficiency and toxicity. Leaf senescence was reduced with addition of Si in plants grown in Oxisol in the three nutritional states of P. Silicon attenuated the stress caused by P toxicity in Entisol and Oxisol, improving production in plants without nutritional stress in Oxisol. The supply of Si nanoparticles in the cultivation of M. maximus can contribute to a more efficient and sustainable use of phosphorus in pastures.
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Affiliation(s)
- Cíntia Cármen de Faria Melo
- Laboratory of Plant Nutrition, Department of Agricultural Production Sciences (Soil and Fertilizer Sector), School of Agricultural and Veterinarian Sciences, São Paulo State University (UNESP), Prof. Paulo Donato Castellane Avenue, Jaboticabal, SP, 14884900, Brazil.
| | - Danilo Silva Amaral
- Department of Engineering and Exact Sciences, School of Agricultural and Veterinarian Sciences, São Paulo State University (UNESP), Prof. Paulo Donato Castellane Avenue, Jaboticabal, SP, 14884900, Brazil
| | - Renato de Mello Prado
- Laboratory of Plant Nutrition, Department of Agricultural Production Sciences (Soil and Fertilizer Sector), School of Agricultural and Veterinarian Sciences, São Paulo State University (UNESP), Prof. Paulo Donato Castellane Avenue, Jaboticabal, SP, 14884900, Brazil
| | - Anderson de Moura Zanine
- Center for Agricultural and Environmental Sciences, Department of Animal Science, Federal University of Maranhão, BR 222 Km 04 Highway, Chapadinha, MA, 65500000, Brazil
| | - Daniele de Jesus Ferreira
- Center for Agricultural and Environmental Sciences, Department of Animal Science, Federal University of Maranhão, BR 222 Km 04 Highway, Chapadinha, MA, 65500000, Brazil
| | - Marisa de Cássia Piccolo
- Laboratory of Nutrient Cycling, Center of Nuclear Energy in Agriculture, University of São Paulo (USP), 303 Centenário Avenue, Piracicaba, SP, 13400970, Brazil
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13
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Can arbuscular mycorrhizal fungi and rhizobacteria facilitate 33P uptake in maize plants under water stress? Microbiol Res 2023; 271:127350. [PMID: 36913786 DOI: 10.1016/j.micres.2023.127350] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Revised: 02/27/2023] [Accepted: 03/01/2023] [Indexed: 03/07/2023]
Abstract
Arbuscular mycorrhizal fungi (AMF) and plant growth-promoting rhizobacteria (PGPR) are able to provide key ecosystem services, protecting plants against biotic and abiotic stresses. Here, we hypothesized that a combination of AMF (Rhizophagus clarus) and PGPR (Bacillus sp.) could enhance 33P uptake in maize plants under soil water stress. A microcosm experiment using mesh exclusion and a radiolabeled phosphorus tracer (33P) was installed using three types of inoculation: i) only AMF, ii) only PGPR, and iii) a consortium of AMF and PGPR, alongside a control treatment without inoculation. For all treatments, a gradient of three water-holding capacities (WHC) was considered i) 30% (severe drought), ii) 50% (moderate drought), and iii) 80% (optimal condition, no water stress). In severe drought conditions, AMF root colonization of dual-inoculated plants was significantly lower compared to individual inoculation of the AMF, whilst 33P uptake by dual-inoculated plants or plants inoculated with bacteria was 2.4-fold greater than the uninoculated treatment. Under moderate drought conditions the use of AMF promoted the highest 33P uptake by plants, increasing it by 2.1-fold, when compared to the uninoculated treatment. Without drought stress, AMF showed the lowest 33P uptake and, overall, plant P acquisition was lower for all inoculation types when compared to the severe and moderate drought treatments. The total shoot P content was modulated by the water-holding capacity and inoculation type, with the lowest values observed under severe drought and the highest values under moderate drought. The highest soil electrical conductivity (EC) values were found under severe drought in AMF-inoculated plants and the lowest EC for no drought in single or dual-inoculated plants. Furthermore, water-holding capacity influenced the total soil bacterial and mycorrhizal abundance over time, with the highest abundances being found under severe and moderate drought. This study demonstrates that the positive influence of microbial inoculation on 33P uptake by plants varied with soil water gradient. Furthermore, under severe stress conditions, AMF invested more in the production of hyphae, vesicles and spore production, indicating a significant carbon drain from the host plant as evidenced by the lack of translation of increased 33P uptake into biomass. Therefore, under severe drought the use of bacteria or dual-inoculation seems to be more effective than individual AMF inoculation in terms of 33P uptake by plants, while under moderate drought, the use of AMF stood out.
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14
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Jin J, Fang Y, He S, Liu Y, Liu C, Li F, Khan S, Eltohamy KM, Liu B, Liang X. Improved phosphorus availability and reduced degree of phosphorus saturation by biochar-blended organic fertilizer addition to agricultural field soils. CHEMOSPHERE 2023; 317:137809. [PMID: 36638925 DOI: 10.1016/j.chemosphere.2023.137809] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 12/31/2022] [Accepted: 01/09/2023] [Indexed: 06/17/2023]
Abstract
Phosphorus (P) availability and loss risk are linked to P species; however, their alternations in the soil amended with biochar-blended organic fertilizer is not well known, particularly under contrasting soil properties and land management. In this study, the variance of soil P species extracted by sequential chemical extraction (SCE) and 31P NMR techniques, as well as the degree of P saturation (DPS), were investigated throughout three paddy and three vegetable fields. These fields were amended with three different fertilizers at the same P application rate: chemical fertilizer (CF), organic fertilizer substitution (sheep manure/biogas slurry, SM/BS), and biochar-blended organic fertilizer substitution (BSM/BBS). Results showed that the BSM/BBS and SM increased the total P contents by 7.5% and 5.9% (TP) and available P contents by 30.1% and 19.2% (AP), but decreased the DPS values by 19.4% and 11.7%, compared to the CF treatment. Yet, the BS decreased the TP and AP contents but increased the DPS values across the experimental sites. In the BSM/BBS amended soils, high AP contents were due to the increased inorganic P (NaHCO3-Pi), while the increased organic P (monoester and DNA) induced low DPS values and reduced soil P loss risk. Our study highlights that biochar-blended organic fertilizer is an effective agronomic way for improving P availability and decreasing P loss risk via the alteration of soil P species.
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Affiliation(s)
- Junwei Jin
- Key Laboratory of Watershed Non-Point Source Pollution Control and Water Eco-security of Ministry of Water Resources, College of Environmental and Resources Sciences, Zhejiang University, Hangzhou 310058, PR China
| | - Yunying Fang
- NSW Department of Primary Industries, Elizabeth Macarthur Agricultural Institute, Menangle 2568, Australia
| | - Shuang He
- Key Laboratory of Watershed Non-Point Source Pollution Control and Water Eco-security of Ministry of Water Resources, College of Environmental and Resources Sciences, Zhejiang University, Hangzhou 310058, PR China
| | - Yu Liu
- College of Life Sciences, Zhejiang University, Hangzhou 310058, PR China
| | - Chunlong Liu
- Key Laboratory of Mollisols Agroecology, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Harbin 130102, PR China
| | - Fayong Li
- College of Water Resources and Architectural Engineering, Tarim University, Xinjiang 843300, PR China
| | - Sangar Khan
- Key Laboratory of Watershed Non-Point Source Pollution Control and Water Eco-security of Ministry of Water Resources, College of Environmental and Resources Sciences, Zhejiang University, Hangzhou 310058, PR China
| | - Kamel Mohamed Eltohamy
- Key Laboratory of Watershed Non-Point Source Pollution Control and Water Eco-security of Ministry of Water Resources, College of Environmental and Resources Sciences, Zhejiang University, Hangzhou 310058, PR China; Department of Water Relations & Field Irrigation, National Research Centre, Dokki, Cairo, 12622, Egypt
| | - Boyi Liu
- Key Laboratory of Watershed Non-Point Source Pollution Control and Water Eco-security of Ministry of Water Resources, College of Environmental and Resources Sciences, Zhejiang University, Hangzhou 310058, PR China
| | - Xinqiang Liang
- Key Laboratory of Watershed Non-Point Source Pollution Control and Water Eco-security of Ministry of Water Resources, College of Environmental and Resources Sciences, Zhejiang University, Hangzhou 310058, PR China; Key Laboratory of Mollisols Agroecology, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Harbin 130102, PR China.
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15
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Ojeda-Rivera JO, Alejo-Jacuinde G, Nájera-González HR, López-Arredondo D. Prospects of genetics and breeding for low-phosphate tolerance: an integrated approach from soil to cell. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2022; 135:4125-4150. [PMID: 35524816 PMCID: PMC9729153 DOI: 10.1007/s00122-022-04095-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/31/2022] [Indexed: 05/04/2023]
Abstract
Improving phosphorus (P) crop nutrition has emerged as a key factor toward achieving a more resilient and sustainable agriculture. P is an essential nutrient for plant development and reproduction, and phosphate (Pi)-based fertilizers represent one of the pillars that sustain food production systems. To meet the global food demand, the challenge for modern agriculture is to increase food production and improve food quality in a sustainable way by significantly optimizing Pi fertilizer use efficiency. The development of genetically improved crops with higher Pi uptake and Pi-use efficiency and higher adaptability to environments with low-Pi availability will play a crucial role toward this end. In this review, we summarize the current understanding of Pi nutrition and the regulation of Pi-starvation responses in plants, and provide new perspectives on how to harness the ample repertoire of genetic mechanisms behind these adaptive responses for crop improvement. We discuss on the potential of implementing more integrative, versatile, and effective strategies by incorporating systems biology approaches and tools such as genome editing and synthetic biology. These strategies will be invaluable for producing high-yielding crops that require reduced Pi fertilizer inputs and to develop a more sustainable global agriculture.
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Affiliation(s)
- Jonathan Odilón Ojeda-Rivera
- Department of Plant and Soil Science, Institute of Genomics for Crop Abiotic Stress Tolerance, Texas Tech University, Lubbock, TX, USA
| | - Gerardo Alejo-Jacuinde
- Department of Plant and Soil Science, Institute of Genomics for Crop Abiotic Stress Tolerance, Texas Tech University, Lubbock, TX, USA
| | - Héctor-Rogelio Nájera-González
- Department of Plant and Soil Science, Institute of Genomics for Crop Abiotic Stress Tolerance, Texas Tech University, Lubbock, TX, USA
| | - Damar López-Arredondo
- Department of Plant and Soil Science, Institute of Genomics for Crop Abiotic Stress Tolerance, Texas Tech University, Lubbock, TX, USA.
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16
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Silva PV, Pereira LM, Mundim GDSM, Maciel GM, de Araújo Gallis RB, Mendes GDO. Field evaluation of the effect of Aspergillus niger on lettuce growth using conventional measurements and a high-throughput phenotyping method based on aerial images. PLoS One 2022; 17:e0274731. [PMID: 36121857 PMCID: PMC9484672 DOI: 10.1371/journal.pone.0274731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 09/04/2022] [Indexed: 11/21/2022] Open
Abstract
Plant microbiome engineering is a promising tool to unlock crop productivity potential and exceed the yield obtained with conventional chemical inputs. We studied the effect of Aspergillus niger inoculation on in-field lettuce (Lactuca sativa) growth in soils with limiting and non-limiting P concentrations. Lettuce plants originating from inoculated seeds showed increased plant diameter (6.9%), number of leaves (8.1%), fresh weight (23.9%), and chlorophyll content (3.8%) as compared to non-inoculated ones. Inoculation of the seedling substrate just before transplanting was equally efficient to seed inoculation, while application of a granular formulation at transplanting did not perform well. Plant response to P addition was observed only up to 150 kg P2O5 ha-1, but A. niger inoculation allowed further increments in all vegetative parameters. We also employed a high-throughput phenotyping method based on aerial images, which allowed us to detect changes in plants due to A. niger inoculation. The visible atmospherically resistant index (VARI) produced an accurate prediction model for chlorophyll content, suggesting this method might be used to large-scale surveys of croplands inoculated with beneficial microorganisms. Our findings demonstrate that A. niger inoculation surpasses the yield obtained with conventional chemical inputs, allowing productivity gains not reached by just increasing P doses.
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Affiliation(s)
- Patrick Vieira Silva
- Instituto de Ciências Agrárias, Universidade Federal de Uberlândia, Monte Carmelo, Minas Gerais, Brazil
| | - Lucas Medeiros Pereira
- Instituto de Ciências Agrárias, Universidade Federal de Uberlândia, Monte Carmelo, Minas Gerais, Brazil
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17
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Mosela M, Andrade G, Massucato LR, de Araújo Almeida SR, Nogueira AF, de Lima Filho RB, Zeffa DM, Mian S, Higashi AY, Shimizu GD, Teixeira GM, Branco KS, Faria MV, Giacomin RM, Scapim CA, Gonçalves LSA. Bacillus velezensis strain Ag75 as a new multifunctional agent for biocontrol, phosphate solubilization and growth promotion in maize and soybean crops. Sci Rep 2022; 12:15284. [PMID: 36088482 PMCID: PMC9464197 DOI: 10.1038/s41598-022-19515-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2022] [Accepted: 08/30/2022] [Indexed: 11/23/2022] Open
Abstract
Soybean and maize are some of the main drivers of Brazilian agribusiness. However, biotic and abiotic factors are of great concern, causing huge grain yield and quality losses. Phosphorus (P) deficiency is important among the abiotic factors because most Brazilian soils have a highly P-fixing nature. Thus, large amounts of phosphate fertilizers are regularly applied to overcome the rapid precipitation of P. Searching for alternatives to improve the use of P by crops is essential to reduce the demand for P input. The use of multifunctional rhizobacteria can be considered one of these alternatives. In this sense, the objective of the present work was to select and validate bacterial strains with triple action (plant growth promoter, phosphate solubilizer, and biocontrol agent) in maize and soybean, aiming to develop a multifunctional microbial inoculant for Brazilian agriculture. Bacterial strains with high indole acetic acid (IAA) production, phosphate solubilization, and antifungal activity against soil pathogenic fungi (Rhizoctonia solani, Macrophomina phaseolina, and Fusarium solani) were selected from the maize rhizosphere. Then, they were evaluated as growth promoters in maize under greenhouse conditions. Based on this study, strain 03 (Ag75) was selected due to its high potential for increasing biomass (root and shoot) and shoot P content in maize. This strain was identified through genomic sequencing as Bacillus velezensis. In field experiments, the inoculation of this bacterium increased maize and soybean yields by 17.8 and 26.5%, respectively, compared to the control (25 kg P2O5). In addition, the inoculation results did not differ from the control with 84 kg P2O5, indicating that it is possible to reduce the application of phosphate in these crops. Thus, the Ag75 strain has great potential for developing a multifunctional microbial inoculant that combines the ability to solubilize phosphate, promote plant growth, and be a biocontrol agent for several phytopathogenic fungi.
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18
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Silva AMM, Estrada-Bonilla GA, Lopes CM, Matteoli FP, Cotta SR, Feiler HP, Rodrigues YF, Cardoso EJBN. Does Organomineral Fertilizer Combined with Phosphate-Solubilizing Bacteria in Sugarcane Modulate Soil Microbial Community and Functions? MICROBIAL ECOLOGY 2022; 84:539-555. [PMID: 34498120 DOI: 10.1007/s00248-021-01855-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Accepted: 08/31/2021] [Indexed: 06/13/2023]
Abstract
Soil bacterial and fungal communities are suitable soil ecosystem health indicators due to their sensitivity to management practices and their role in soil ecosystem processes. Here, information on composition and functions of bacterial and fungal communities were evaluated at two phenological stages of sugarcane (six and twelve months, equivalent to the most intensive vegetative stage and to final maturation, respectively) when organomineral fertilizer, combined with phosphate-solubilizing bacteria (PSB), was added into the soil. Organic compost enriched with apatite (C + A) or phosphorite (C + P) and compost without phosphate enrichment (C) were used in the presence or absence of PSB. In addition, we used a control fertilized with soluble triple superphosphate. The differences were more related to the sampling period than to the type of organomineral fertilizer, being observed higher available phosphorus at six months than at twelve months. Only in the C treatment we observed the presence of Bacillaceae and Planococcaceae, while Pseudomonadaceae were only prevalent in inoculated C + A. As for fungi, the genera Chaetomium and Achroiostachys were only present in inoculated C + P, while the genus Naganishia was most evident in inoculated C + A and in uninoculated C + P. Soliccocozyma represented 75% of the total fungal abundance in uninoculated C while in inoculated C, it represented 45%. The bacterial community was more related to the degradation of easily decomposable organic compounds, while the fungal community was more related to degradation of complex organic compounds. Although the microbial community showed a resilient trait, subtle changes were detected in microbial community composition and function, and this may be related to the increase in yield observed.
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Affiliation(s)
- Antonio Marcos Miranda Silva
- "Luiz de Queiroz" College of Agriculture, University of São Paulo, Soil Science Department, Piracicaba, São Paulo, Brazil
| | - German A Estrada-Bonilla
- Corporación Colombiana de Investigación Agropecuaria (AGROSAVIA) - C.I. Tibaitatá, Mosquera, Cundinamarca, Colombia.
| | - Cíntia Masuco Lopes
- "Luiz de Queiroz" College of Agriculture, University of São Paulo, Soil Science Department, Piracicaba, São Paulo, Brazil
| | - Filipe Pereira Matteoli
- "Luiz de Queiroz" College of Agriculture, University of São Paulo, Soil Science Department, Piracicaba, São Paulo, Brazil
| | - Simone Raposo Cotta
- Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, São Paulo, Brazil
| | - Henrique Petry Feiler
- "Luiz de Queiroz" College of Agriculture, University of São Paulo, Soil Science Department, Piracicaba, São Paulo, Brazil
| | - Yasmin Florentino Rodrigues
- "Luiz de Queiroz" College of Agriculture, University of São Paulo, Soil Science Department, Piracicaba, São Paulo, Brazil
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19
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Parkhurst T, Standish RJ, Prober SM. P is for persistence: Soil phosphorus remains elevated for more than a decade after old field restoration. ECOLOGICAL APPLICATIONS : A PUBLICATION OF THE ECOLOGICAL SOCIETY OF AMERICA 2022; 32:e2547. [PMID: 35080806 DOI: 10.1002/eap.2547] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 09/09/2021] [Accepted: 09/28/2021] [Indexed: 06/14/2023]
Abstract
Understanding constraints to ecological restoration on former agricultural land has become increasingly important due to agricultural land degradation in the developed world, and growing evidence for enduring agricultural legacies that limit native species recovery. In particular, the removal of native plant biomass and subsequent disturbance of soil properties through farming activities can alter soil ecosystem processes. Planting of native plant species is a common approach to restoring native vegetation on agricultural land and is assumed to benefit soil ecosystem processes, but the degree to which altered soil chemical processes recover is poorly documented. We investigated recovery of soil chemical properties after restoration in semiarid Western Australia, hypothesizing that elevated nutrient concentrations would gradually decline post planting, but available phosphorus (P) concentrations would remain higher than reference conditions. We used a space-for-time substitution approach, comparing 10 planted old field plots with matched fallow cropland and reference woodlands. Sampling on planted old fields and reference woodland plots was stratified into open patches and under tree canopy to account for consistent differences between these areas. The most prominent legacy of cropping was significantly and substantially higher concentrations of soil available P in fallow croplands and restored old fields compared with reference woodlands. Soil mineral nitrogen (N) concentrations were elevated in fallow croplands compared to open patches in reference woodlands (ammonium and nitrate) and under the tree canopy (ammonium). However, in restored old fields, mineral N concentrations were similar to woodland sites, providing evidence for amelioration over time. No significant differences in nutrient concentrations under tree canopies compared with open patches had developed in the planted old fields, despite a distinction between open patches and he under ttree canopy in reference woodlands for total N. We conclude that soil P legacies in old fields may inhibit the recolonization of native species that are sensitive to, or uncompetitive at, elevated P concentrations. To achieve full recovery, further research is required to test restoration practices aimed at reducing soil P concentrations to facilitate native plant establishment and persistence.
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Affiliation(s)
- Tina Parkhurst
- Harry Butler Institute, Murdoch University, Murdoch, Western Australia, Australia
- CSIRO Land and Water, Wembley, Western Australia, Australia
| | - Rachel J Standish
- Harry Butler Institute, Murdoch University, Murdoch, Western Australia, Australia
| | - Suzanne M Prober
- CSIRO Land and Water, Wembley, Western Australia, Australia
- School of Biological Sciences, The University of Western Australia, Crawley, Western Australia, Australia
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Rosa PAL, Galindo FS, Oliveira CEDS, Jalal A, Mortinho ES, Fernandes GC, Marega EMR, Buzetti S, Teixeira Filho MCM. Inoculation with Plant Growth-Promoting Bacteria to Reduce Phosphate Fertilization Requirement and Enhance Technological Quality and Yield of Sugarcane. Microorganisms 2022; 10:192. [PMID: 35056643 PMCID: PMC8781176 DOI: 10.3390/microorganisms10010192] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 01/10/2022] [Accepted: 01/11/2022] [Indexed: 02/05/2023] Open
Abstract
Phosphorus (P) is a critical nutrient for high sugarcane yields throughout its cultivation cycles, however, a higher amount of P becomes rapidly unavailable to plants due to its adsorption to soil colloids. Some plant growth-promoting bacteria (PGPBs) may be able to enhance P availability to plants and produce phytohormones that contribute to crop development, quality, and yield. Thus, this study aimed to evaluate leaf concentrations of nitrogen (N) and P, yield, and technological quality of sugarcane as a function of different levels of phosphate fertilization associated with inoculation of PGPBs. The experiment was carried out at Ilha Solteira, São Paulo-Brazil. The experimental design was randomized blocks with three replications, consisting of five phosphorus rates (0, 25, 50, 75, and 100% of the recommended P2O5 rate) and eight inoculations, involving three species of PGPBs (Azospirillum brasilense, Bacillus subtilis, and Pseudomonas fluorescens) which were applied combined or in a single application into the planting furrow of RB92579 sugarcane variety. The inoculation of B. subtilis and P. fluorescens provided a higher concentration of leaf P in sugarcane. The P2O5 rates combined with inoculation of bacteria alter technological variables and stalk yield of sugarcane. The excess and lack of phosphate fertilizer is harmful to sugarcane cultivation, regardless of the use of growth-promoting bacteria. We recommend the inoculation with A. brasilense + B. subtilis associated with 45 kg ha-1 of P2O5 aiming at greater stalk yield. This treatment also increases sugar yield, resulting in a savings of 75% of the recommended P2O5 rate, thus being a more efficient and sustainable alternative for reducing sugarcane crop production costs.
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Affiliation(s)
- Poliana Aparecida Leonel Rosa
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 15345-000, Brazil; (P.A.L.R.); (C.E.d.S.O.); (A.J.); (E.S.M.); (G.C.F.); (E.M.R.M.); (S.B.); (M.C.M.T.F.)
| | | | - Carlos Eduardo da Silva Oliveira
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 15345-000, Brazil; (P.A.L.R.); (C.E.d.S.O.); (A.J.); (E.S.M.); (G.C.F.); (E.M.R.M.); (S.B.); (M.C.M.T.F.)
| | - Arshad Jalal
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 15345-000, Brazil; (P.A.L.R.); (C.E.d.S.O.); (A.J.); (E.S.M.); (G.C.F.); (E.M.R.M.); (S.B.); (M.C.M.T.F.)
| | - Emariane Satin Mortinho
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 15345-000, Brazil; (P.A.L.R.); (C.E.d.S.O.); (A.J.); (E.S.M.); (G.C.F.); (E.M.R.M.); (S.B.); (M.C.M.T.F.)
| | - Guilherme Carlos Fernandes
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 15345-000, Brazil; (P.A.L.R.); (C.E.d.S.O.); (A.J.); (E.S.M.); (G.C.F.); (E.M.R.M.); (S.B.); (M.C.M.T.F.)
| | - Evelyn Maria Rocha Marega
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 15345-000, Brazil; (P.A.L.R.); (C.E.d.S.O.); (A.J.); (E.S.M.); (G.C.F.); (E.M.R.M.); (S.B.); (M.C.M.T.F.)
| | - Salatiér Buzetti
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 15345-000, Brazil; (P.A.L.R.); (C.E.d.S.O.); (A.J.); (E.S.M.); (G.C.F.); (E.M.R.M.); (S.B.); (M.C.M.T.F.)
| | - Marcelo Carvalho Minhoto Teixeira Filho
- Department of Plant Health, Rural Engineering, and Soils, São Paulo State University, Ilha Solteira 15345-000, Brazil; (P.A.L.R.); (C.E.d.S.O.); (A.J.); (E.S.M.); (G.C.F.); (E.M.R.M.); (S.B.); (M.C.M.T.F.)
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