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Ndour PMS, Bargaz A, Rchiad Z, Pawlett M, Clark IM, Mauchline TH, Harris J, Lyamlouli K. Microbial Catabolic Activity: Methods, Pertinence, and Potential Interest for Improving Microbial Inoculant Efficiency. Microb Ecol 2023; 86:2211-2230. [PMID: 37280438 DOI: 10.1007/s00248-023-02250-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 05/24/2023] [Indexed: 06/08/2023]
Abstract
Microbial catabolic activity (MCA) defined as the degrading activity of microorganisms toward various organic compounds for their growth and energy is commonly used to assess soil microbial function potential. For its measure, several methods are available including multi-substrate-induced respiration (MSIR) measurement which allow to estimate functional diversity using selected carbon substrates targeting specific biochemical pathways. In this review, the techniques used to measure soil MCA are described and compared with respect to their accuracy and practical use. Particularly the efficiency of MSIR-based approaches as soil microbial function indicators was discussed by (i) showing their sensitivity to different agricultural practices including tillage, amendments, and cropping systems and (ii) by investigating their relationship with soil enzyme activities and some soil chemical properties (pH, soil organic carbon, cation exchange capacity). We highlighted the potential of these MSIR-based MCA measurements to improve microbial inoculant composition and to determine their potential effects on soil microbial functions. Finally, we have proposed ideas for improving MCA measurement notably through the use of molecular tools and stable isotope probing which can be combined with classic MSIR methods. Graphical abstract describing the interrelation between the different parts and the concepts developed in the review.
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Affiliation(s)
- Papa Mamadou Sitor Ndour
- College for Sustainable Agriculture and Environmental Sciences, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco.
- Cranfield Soil and AgriFood Institute, School of Applied Sciences, Cranfield University, Cranfield, MK43 0AL, UK.
| | - Adnane Bargaz
- College for Sustainable Agriculture and Environmental Sciences, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Zineb Rchiad
- Institute of Biological Sciences (ISSB), Faculty of Medical Sciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Mark Pawlett
- Cranfield Soil and AgriFood Institute, School of Applied Sciences, Cranfield University, Cranfield, MK43 0AL, UK
| | - Ian M Clark
- Sustainable Agriculture Sciences, Rothamsted Research, Harpenden, Hertfordshire, UK
| | - Tim H Mauchline
- Sustainable Agriculture Sciences, Rothamsted Research, Harpenden, Hertfordshire, UK
| | - Jim Harris
- Cranfield Soil and AgriFood Institute, School of Applied Sciences, Cranfield University, Cranfield, MK43 0AL, UK
| | - Karim Lyamlouli
- College for Sustainable Agriculture and Environmental Sciences, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
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Benmrid B, Ghoulam C, Zeroual Y, Kouisni L, Bargaz A. Bioinoculants as a means of increasing crop tolerance to drought and phosphorus deficiency in legume-cereal intercropping systems. Commun Biol 2023; 6:1016. [PMID: 37803170 PMCID: PMC10558546 DOI: 10.1038/s42003-023-05399-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Accepted: 09/28/2023] [Indexed: 10/08/2023] Open
Abstract
Ensuring plant resilience to drought and phosphorus (P) stresses is crucial to support global food security. The phytobiome, shaped by selective pressures, harbors stress-adapted microorganisms that confer host benefits like enhanced growth and stress tolerance. Intercropping systems also offer benefits through facilitative interactions, improving plant growth in water- and P-deficient soils. Application of microbial consortia can boost the benefits of intercropping, although questions remain about the establishment, persistence, and legacy effects within resident soil microbiomes. Understanding microbe- and plant-microbe dynamics in drought-prone soils is key. This review highlights the beneficial effects of rhizobacterial consortia-based inoculants in legume-cereal intercropping systems, discusses challenges, proposes a roadmap for development of P-solubilizing drought-adapted consortia, and identifies research gaps in crop-microbe interactions.
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Affiliation(s)
- Bouchra Benmrid
- Plant-Microbe Interactions Laboratory, AgroBiosciences Program, College for Sustainable Agriculture and Environmental Sciences, Mohammed VI Polytechnic University, Ben Guerir, 43150, Morocco.
| | - Cherki Ghoulam
- Plant-Microbe Interactions Laboratory, AgroBiosciences Program, College for Sustainable Agriculture and Environmental Sciences, Mohammed VI Polytechnic University, Ben Guerir, 43150, Morocco
- Agrobiotechnology & Bioengineering Center, Research Unit CNRST labeled, Cadi Ayyad University, Faculty of Sciences and Techniques, 40000, Marrakech, Morocco
| | - Youssef Zeroual
- Situation Innovation - OCP Group, Jorf Lasfar, 24025, Morocco
| | - Lamfeddal Kouisni
- African Sustainable Agriculture Research Institute, Mohammed VI Polytechnic University, Laayoune, Morocco
| | - Adnane Bargaz
- Plant-Microbe Interactions Laboratory, AgroBiosciences Program, College for Sustainable Agriculture and Environmental Sciences, Mohammed VI Polytechnic University, Ben Guerir, 43150, Morocco.
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Khourchi S, Elhaissoufi W, Ibnyasser A, Haddine M, Ghani R, Zeroual Y, Delaplace P, Bargaz A. Integrated use of polyphosphate and P-solubilizing bacteria enhanced P use efficiency and growth performance of durum wheat. Front Microbiol 2023; 14:1211397. [PMID: 37476670 PMCID: PMC10354339 DOI: 10.3389/fmicb.2023.1211397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 06/15/2023] [Indexed: 07/22/2023] Open
Abstract
Coupling phosphate-solubilizing bacteria (PSB) with P fertilizers, including polyphosphates (PolyP), was reported as eco-efficient approach to enhance P use efficiency. Although PSB have been recently reported to hydrolyze PolyP, the plant growth promoting mechanisms of PolyP-PSB co-application were not yet uncovered. This study aims to evaluate the effect of a PSB consortium (PSBCs) on growth, P use efficiency (PUE), and wheat yield parameters under PolyP (PolyB) application. Co-application of PolyB-PSBCs significantly enhanced wheat growth at 75 days after sowing (DAS) compared to 30 DAS. A significant increase in shoot dry biomass (47%), shoot inorganic P content (222%), PUE (91%), and root P absorption efficiency (RPAE, 99%) was noted compared to unfertilized plants. Similarly, the PolyB-PSBCs co-application enhanced morphological root traits at 30 DAS, while acid phosphatase activities (root and rhizosphere), RPAE, and PUE were significantly increased at 75 DAS. The improved wheat P acquisition could be attributed to a lower investment in root biomass production, and significant induction of acid phosphatase activity in roots and rhizosphere soil under PolyB-PSBCs co-application. Consequently, the PolyB-PSBCs co-application significantly improved aboveground performance, which is reflected by increased shoot nutrient contents (P 300%, K 65%), dry weight (54%), and number (50%) of spikes. Altogether, this study provides relevant evidence that co-application of PolyP-PSBCs can be an integrated and environmentally preferred P fertilization approach owing to the dual effects of PolyP and PSBCs on wheat PUE.
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Affiliation(s)
- Said Khourchi
- Agrobiosciences Program, College for Sustainable Agriculture and Environmental Sciences, , Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
- TERRA – Teaching and Research Center, Plant Sciences, Gembloux Agro-Bio Tech, Université de Liège, Gembloux, Belgium
| | - Wissal Elhaissoufi
- Agrobiosciences Program, College for Sustainable Agriculture and Environmental Sciences, , Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
| | - Ammar Ibnyasser
- Agrobiosciences Program, College for Sustainable Agriculture and Environmental Sciences, , Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
| | - Meryem Haddine
- Agrobiosciences Program, College for Sustainable Agriculture and Environmental Sciences, , Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
| | - Rachid Ghani
- Agrobiosciences Program, College for Sustainable Agriculture and Environmental Sciences, , Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
| | - Youssef Zeroual
- Situation Innovation, OCP Group, Jorf Lasfar, El Jadida, Morocco
| | - Pierre Delaplace
- TERRA – Teaching and Research Center, Plant Sciences, Gembloux Agro-Bio Tech, Université de Liège, Gembloux, Belgium
| | - Adnane Bargaz
- Agrobiosciences Program, College for Sustainable Agriculture and Environmental Sciences, , Mohammed VI Polytechnic University (UM6P), Ben Guerir, Morocco
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Fertahi S, Elalami D, Tayibi S, Taarji N, Lyamlouli K, Bargaz A, Oukarroum A, Zeroual Y, El Bouhssini M, Barakat A. The current status and challenges of biomass biorefineries in Africa: A critical review and future perspectives for bioeconomy development. Sci Total Environ 2023; 870:162001. [PMID: 36739012 DOI: 10.1016/j.scitotenv.2023.162001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 01/25/2023] [Accepted: 01/30/2023] [Indexed: 06/18/2023]
Abstract
Africa benefits from diverse biomasses that are rich in high-added value materials and precursors for energy, food, agricultural, cosmetic and medicinal applications. Many African countries are interested in valorizing biomasses to develop efficient and integrated biorefinery processes and their use for local and regional economic development. Thus, this report critically reviews the current status of African biomass richness, its diversity, and potential applications. Moreover, particular attention is given to bioenergy production, mainly by biological and thermochemical conversion processes. This also includes biomass valorization in agriculture, particularly for the production of plant-based biostimulants, which are a potential emerging agri-input sector worldwide. This study points out that even though several processes for biofuel, biogas, biofertilizer and biostimulant production have already been established in Africa, their development on a larger scale remains limited. This study also reports the different socioeconomic and political aspects of biomass applications, along with their challenges, opportunities, and future research perspectives, to promote concrete technologies transferable into an industrial level.
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Affiliation(s)
- Saloua Fertahi
- Mohammed VI Polytechnic University (UM6P), Benguerir 43150, Morocco
| | - Doha Elalami
- Mohammed VI Polytechnic University (UM6P), Benguerir 43150, Morocco
| | - Saida Tayibi
- Mohammed VI Polytechnic University (UM6P), Benguerir 43150, Morocco
| | - Noamane Taarji
- Mohammed VI Polytechnic University (UM6P), Benguerir 43150, Morocco
| | - Karim Lyamlouli
- Mohammed VI Polytechnic University (UM6P), Benguerir 43150, Morocco
| | - Adnane Bargaz
- Mohammed VI Polytechnic University (UM6P), Benguerir 43150, Morocco
| | | | - Youssef Zeroual
- OCP Innovation, SBU Fertilizers and Farmers solutions, Industrial Complex Jorf Lasfar, BP 118 El Jadida, Morocco
| | | | - Abdellatif Barakat
- Mohammed VI Polytechnic University (UM6P), Benguerir 43150, Morocco; IATE, University of Montpellier, INRAE, Agro Institut, Montpellier 34060, France.
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Chamkhi I, Zwanzig J, Ibnyasser A, Cheto S, Geistlinger J, Saidi R, Zeroual Y, Kouisni L, Bargaz A, Ghoulam C. Siccibacter colletis as a member of the plant growth-promoting rhizobacteria consortium to improve faba-bean growth and alleviate phosphorus deficiency stress. Front Sustain Food Syst 2023. [DOI: 10.3389/fsufs.2023.1134809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/18/2023] Open
Abstract
The rhizosphere is a hot spot and a source of beneficial microorganisms known as plant growth-promoting rhizobacteria (PGPR). From the alfalfa (Medicago sativa) rhizosphere, 115 bacteria were isolated, and from the screening for PGP traits, 26 interesting isolates were selected as PGP rhizobacteria for the next tests. The objective of this study was to use a consortium of PGPR to enhance the growth of faba-bean under phosphate (P) deficiency by taking advantage of their ability to release phosphorus from rock phosphate (RP). Several examined strains were found to have a relatively high activity on P solubilization, auxin, siderophore, ammoniac production, antifungal activity, and the ability to tolerate hypersalinity and water stress. 16S rRNA gene sequencing of the collection revealed six different genera, including Bacillus (46.15%), Siccibacter (23.07%), and Acinetobacter (15.38%) which were identified as the most abundant. Three of the interesting strains (Siccibacter colletis, Enterobacter huaxiensis, and Pantoea sp.) showed high plant growth promotion traits and no antagonism with Rhizobium laguerreae. These three bacteria were retained to establish a rhizobia-including consortium. The inoculation of faba-bean plants with the consortium improved growth parameters as root and shoot dried biomasses and some physiological criteria (chlorophyll content and P uptake under low P availability conditions), and the increase reached 40%. Our study could be the first report of faba-bean growth promotion by a multi-strain PGPR-rhizobia consortium involving S. colletis, E. huaxiensis, and Pantoea sp. Thus, this consortium could be recommended for faba-bean inoculation, particularly under P-limiting conditions.
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Elhaissoufi W, Ibnyasser A, Haddine M, Zeroual Y, Ghani R, Barakat A, Rchiad Z, Ghoulam C, Bargaz A. Screening of potential phosphate solubilizing bacteria inoculants should consider the contrast in phosphorus bio-solubilization rate along with plant growth promotion and phosphorus use efficiency. J Appl Microbiol 2023; 134:6918835. [PMID: 36724266 DOI: 10.1093/jambio/lxac077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 11/28/2022] [Accepted: 12/14/2022] [Indexed: 02/03/2023]
Abstract
AIMS Although phosphate solubilizing bacteria (PSB) have been globally reported to improve soil phosphorus (P) availability and plant growth, technical gaps such as the lack of an ideal screening approach, is yet to be addressed. The potential of non-halo-forming PSB remains underestimated because of the currently adopted screening protocols that exclusively consider halo-forming and PSB with high phosphorus solubilization (PS) capacities. Yet, caution should be taken to properly assess PSB with contrasting PS rates regardless of the presence or absence of the solubilization halo. METHODS AND RESULTS This study sought to examine the PS rate and plant growth promotion ability of 12 PSB categorized as high PSB (H-PSB), medium PSB (M-PSB), and low PSB (L-PSB) based on their PS rates of rock phosphate (RP). The non-halo-forming PSB Arthrobacter pascens was categorized as H-PSB, which might have been eliminated during the classical screening process. In addition, induction of organic acids and phosphatase activity in rhizosphere soils by H-, M-, and L-PSB was proportional to increased wheat P content by 143.22, 154.21, and 77.76 mg P g-1 compared to uninoculated plants (18.1 mg P g-1). CONCLUSIONS Isolates considered as M- and L-PSB could positively influence wheat above-ground physiology and root traits as high as H-PSB. In addition, non-halo-forming PSB revealed significant PS rates along with positive effects on plant growth as high as halo-forming PSB.
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Affiliation(s)
- Wissal Elhaissoufi
- Laboratory of Plant-Microbe Interactions, Plant and Soil Microbiome Subprogram, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir 43150, Morocco.,Center of Agrobiotechnology and Bioengineering, Research Unit Labeled CNRST, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco
| | - Ammar Ibnyasser
- Laboratory of Plant-Microbe Interactions, Plant and Soil Microbiome Subprogram, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir 43150, Morocco
| | - Meryem Haddine
- Laboratory of Plant-Microbe Interactions, Plant and Soil Microbiome Subprogram, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir 43150, Morocco
| | | | - Rachid Ghani
- Laboratory of Plant-Microbe Interactions, Plant and Soil Microbiome Subprogram, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir 43150, Morocco
| | - Abdellatif Barakat
- Laboratory of Plant-Microbe Interactions, Plant and Soil Microbiome Subprogram, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir 43150, Morocco.,IATE, Univ Montpellier, INRAE, Agro Institut. 2, Place Pierre Viala, 34060 Montpellier, France
| | - Zineb Rchiad
- Institute of Biological Sciences (ISSB), UM6P Faculty of Medical Sciences, Mohammed VI Polytechnic University, Ben Guerir 43150, Morocco
| | - Cherki Ghoulam
- Laboratory of Plant-Microbe Interactions, Plant and Soil Microbiome Subprogram, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir 43150, Morocco.,Center of Agrobiotechnology and Bioengineering, Research Unit Labeled CNRST, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco
| | - Adnane Bargaz
- Laboratory of Plant-Microbe Interactions, Plant and Soil Microbiome Subprogram, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir 43150, Morocco
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Oufdou K, Raklami A, Pajuelo E, Bargaz A, Khan MS, Bousserrhine N, Carrasco López JA. Editorial: Rhizospheric microbiota-plant interactions: A bioremediation strategy for inorganic pollutants. Front Microbiol 2023; 14:1174634. [PMID: 37032896 PMCID: PMC10073683 DOI: 10.3389/fmicb.2023.1174634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Accepted: 03/06/2023] [Indexed: 04/11/2023] Open
Affiliation(s)
- Khalid Oufdou
- Laboratory of Microbial Biotechnologies, Agrosciences, and Environment (BioMAgE), Labeled Research Unit-CNRST N°4, Faculty of Sciences Semlalia, University Cadi Ayyad, Marrakech, Morocco
- Agrobiosciences Program, College for Sustainable Agriculture and Environmental Sciences, University Mohammed VI Polytechnic (UM6P), Ben Guerir, Morocco
- *Correspondence: Khalid Oufdou
| | - Anas Raklami
- Agrobiosciences Program, College for Sustainable Agriculture and Environmental Sciences, University Mohammed VI Polytechnic (UM6P), Ben Guerir, Morocco
| | - Eloísa Pajuelo
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Seville, Seville, Spain
| | - Adnane Bargaz
- Agrobiosciences Program, College for Sustainable Agriculture and Environmental Sciences, University Mohammed VI Polytechnic (UM6P), Ben Guerir, Morocco
| | - Mohammad Saghir Khan
- Department of Agricultural Microbiology, Faculty of Agricultural Sciences, Aligarh Muslim University Aligarh, Aligarh, Uttar Pradesh, India
| | | | - José A. Carrasco López
- Department of Microbiology and Parasitology, Faculty of Pharmacy, University of Seville, Seville, Spain
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Chtouki M, Bargaz A, Lyamlouli K, Oukarroum A, Zeroual Y. A phospho-compost biological-based approach increases phosphate rock agronomic efficiency in faba bean as compared to chemical and physical treatments. Environ Sci Pollut Res Int 2022; 29:74012-74023. [PMID: 35633456 DOI: 10.1007/s11356-022-21087-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 05/21/2022] [Indexed: 06/15/2023]
Abstract
Under arid and semi-arid conditions, direct application of phosphate rock (PR) as a source of phosphorus (P) for crop production is likely influenced by agricultural practices and soil properties. Different approaches could be used to improve the agronomic efficiency of low-grade PR over a wider range of soils and crops. In this study, biological, physical, and chemical treatments of low-grade Moroccan PR were investigated and compared through agronomic trials on faba bean grown under alkaline soil conditions. The physical treatment was based on blending PR with triple superphosphate (TSP) at 75:25 and 50:50 ratios, the biological treatments involved co-application of PR with compost at 50:50 ratio and phospho-compost elaborated from PR (20%), sewage sludge (46%), and wheat residues (34%), while the chemical treatment was obtained by a 30% acidulation of PR by phosphoric acid. Control treatments consisting of zero P application (control), PR alone, and TSP alone were considered to assess the effectiveness of the abovementioned techniques to improve PR agronomic efficiency. A pot experiment was conducted in sandy soil (Jorf Lasfar, central Morocco) for 60 days in a completely randomized design considering eight treatments. All treatments, except the control, were amended with 52 mg kg-1 of P from different PR-based fertilizers before sowing. At the flowering stage (60-day-old plants), results indicated that all PR treatments significantly improved plant growth, root nodulation, and nutrient uptake compared to the control. The relative agronomic efficiency of pretreated PR was significantly higher with phospho-compost treatment (86%) than the partially acidulated PR (78%) or the PR/TSP blend 50:50 (64%). Likewise, P uptake, P use efficiency, number of root nodules, and N uptake all were improved under PR treatments. Our finding revealed that the biological technique based on phospho-compost yielded better compared to chemical and physical treatments.
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Affiliation(s)
- Mohamed Chtouki
- AgroBioSciences, Mohammed VI Polytechnic University (UM6P), Lot-660 Hay Moulay Rachid, 43150, Ben Guerir, Morocco.
| | - Adnane Bargaz
- AgroBioSciences, Mohammed VI Polytechnic University (UM6P), Lot-660 Hay Moulay Rachid, 43150, Ben Guerir, Morocco
| | - Karim Lyamlouli
- AgroBioSciences, Mohammed VI Polytechnic University (UM6P), Lot-660 Hay Moulay Rachid, 43150, Ben Guerir, Morocco
| | - Abdallah Oukarroum
- AgroBioSciences, Mohammed VI Polytechnic University (UM6P), Lot-660 Hay Moulay Rachid, 43150, Ben Guerir, Morocco
| | - Youssef Zeroual
- Situation Innovation Group-OCP Group, Jorf Lasfar, 24025, El Jadida, Morocco
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Khourchi S, Oukarroum A, Tika A, Delaplace P, Bargaz A. Polyphosphate application influences morpho-physiological root traits involved in P acquisition and durum wheat growth performance. BMC Plant Biol 2022; 22:309. [PMID: 35754019 PMCID: PMC9235221 DOI: 10.1186/s12870-022-03683-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 06/06/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Among phosphate (P) fertilizers, polyphosphates (PolyPs) have shown promising results in terms of crop yield and plant P nutrition. However, compared to conventional P inputs, very little is known on the impact of PolyPs fertilizers on below- and above-ground plant functional traits involved in P acquisition. This study aims to evaluate agro-physiological responses of durum wheat variety ´Karim´ under different PolyPs applications. Three PolyPs fertilizers (PolyA, PolyB, and PolyC) versus one orthophosphate (OrthoP) were applied at three doses; 30 (D30), 60 (D60), and 90 (D90) kg P/ha under controlled conditions. The PolyPs (especially PolyB and PolyC) application at D60 significantly increased morphophysiological root traits (e.g., RL: 42 and 130%; RSA:40 and 60%), shoot inorganic P (Pi) content (159 and 88%), and root P acquisition efficiency (471 and 296%) under PolyB and PolyC, respectively compared to unfertilized plants. Above-ground physiological parameters, mainly nutrient acquisition, chlorophyll content and chlorophyll fluorescence parameters were also improved under PolyB and PolyA application at D60. A significant and positive correlation between shoot Pi content and rhizosphere soil acid phosphatase activity was observed, which reveal the key role of these enzymes in PolyPs (A and B) use efficiency. Furthermore, increased P uptake/RL ratio along with shoot Pi indicates more efficient P allocation to shoots with less investment in root biomass production under PolyPs (especially A and B). CONCLUSIONS Under our experimental conditions, these findings report positive impacts of PolyPs on wheat growth performance, particularly on photosynthesis and nutrient acquisition at D60, along with modulation of root morpho-physiological traits likely responsible of P acquisition efficiency.
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Affiliation(s)
- Said Khourchi
- Laboratory of Plant-Microbes Interactions, Agrobiosciences, Mohammed VI Polytechnic University, Ben Guerir, 43150, Rabat, Morocco.
- Terra Department, Plant Sciences Group, Gembloux Agro-Bio Tech, Université de Liège, B-5030, Gembloux, Belgium.
| | - Abdallah Oukarroum
- Laboratory of Plant-Microbes Interactions, Agrobiosciences, Mohammed VI Polytechnic University, Ben Guerir, 43150, Rabat, Morocco
| | - Asma Tika
- Laboratory of Plant-Microbes Interactions, Agrobiosciences, Mohammed VI Polytechnic University, Ben Guerir, 43150, Rabat, Morocco
| | - Pierre Delaplace
- Terra Department, Plant Sciences Group, Gembloux Agro-Bio Tech, Université de Liège, B-5030, Gembloux, Belgium
| | - Adnane Bargaz
- Laboratory of Plant-Microbes Interactions, Agrobiosciences, Mohammed VI Polytechnic University, Ben Guerir, 43150, Rabat, Morocco.
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Khourchi S, Elhaissoufi W, Loum M, Ibnyasser A, Haddine M, Ghani R, Barakat A, Zeroual Y, Rchiad Z, Delaplace P, Bargaz A. Phosphate solubilizing bacteria can significantly contribute to enhance P availability from polyphosphates and their use efficiency in wheat. Microbiol Res 2022; 262:127094. [PMID: 35749891 DOI: 10.1016/j.micres.2022.127094] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 06/02/2022] [Accepted: 06/10/2022] [Indexed: 11/16/2022]
Abstract
Rhizosphere microbes significantly enhance phosphorus (P) availability from a variety of unavailable P pools in agricultural soils. However, little is known about the contribution of root-associated microorganisms, notably P solubilizing bacteria (PSB), to enhance the use of polyphosphate (PolyP) fertilizers as well as the key mechanisms involved. This study assesses the ability of four PSB (Bacillus siamensis, Rahnella aceris, Pantoea hericii, Bacillus paramycoides) and their consortium (Cs) to enhance the release rate of available P from two types of PolyP ("PolyB" and "PolyC") with a focus on the key role of phosphatase enzyme activities and organic acids production. Wheat growth performance and P acquisition efficiency were evaluated in response to co-application of PSB and PolyP. Results showed that inoculation with PSB, notably Cs, significantly enhanced available P from PolyC, PolyB and tri-calcium P. Increased available P in response to inoculation with PSB significantly correlated with medium acidification, organic acids production (notably glycolic acid) and induced activities of acid phosphatase and pyrophosphatase. In planta, the co-application of PSB-PolyP improved wheat plant biomass, root growth and P acquisition, with best results obtained from Cs-PolyP co-application as compared to uninoculated and unfertilized plants. At seedling stage, the co-application of Cs-PolyP (PolyB and PolyC) enhanced root hairs length (125 % and 131 %), root length (26 % and 37 %) and root inorganic P (Pi) content (160 % and 182 %), respectively compared to uninoculated plants. Similarly, at tillering stage, plant biomass (35 % and 47 %), Pi content (43 % and 253 %), P translocation (215 % and 315 %) and soil phosphatases (213 % and 219 %) significantly improved under PolyB and PolyC application, respectively. Findings from this study demonstrate the key role of PSB to enhance the use of PolyP through production of organic acids and phosphatases, exhibiting differential traits patterns between the two PolyP. Improved wheat growth and root P acquisition in response to PSB-PolyP co-application can be attributed to induced rhizosphere processes leading to enhanced available P taken up by roots.
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Affiliation(s)
- Said Khourchi
- Mohammed VI Polytechnic University - AgroBioSciences - Plant & Soil Microbiome Sub-Program, Laboratory of Plant-Microbe Interactions, Ben Guerir 43150, Morocco; Université of Liège, Gembloux Agro-Bio Tech, Plant Sciences Department, Gembloux B-5030, Belgium.
| | - Wissal Elhaissoufi
- Mohammed VI Polytechnic University - AgroBioSciences - Plant & Soil Microbiome Sub-Program, Laboratory of Plant-Microbe Interactions, Ben Guerir 43150, Morocco; Center of Agrobiotechnology & Bioengineering, Research Unit Labeled CNRST, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech 40000, Morocco
| | - Mohamed Loum
- Mohammed VI Polytechnic University - AgroBioSciences - Plant & Soil Microbiome Sub-Program, Laboratory of Plant-Microbe Interactions, Ben Guerir 43150, Morocco
| | - Ammar Ibnyasser
- Mohammed VI Polytechnic University - AgroBioSciences - Plant & Soil Microbiome Sub-Program, Laboratory of Plant-Microbe Interactions, Ben Guerir 43150, Morocco
| | - Meryem Haddine
- Mohammed VI Polytechnic University - AgroBioSciences - Plant & Soil Microbiome Sub-Program, Laboratory of Plant-Microbe Interactions, Ben Guerir 43150, Morocco
| | - Rachid Ghani
- Mohammed VI Polytechnic University - AgroBioSciences - Plant & Soil Microbiome Sub-Program, Laboratory of Plant-Microbe Interactions, Ben Guerir 43150, Morocco
| | - Abdellatif Barakat
- Mohammed VI Polytechnic University - AgroBioSciences - Plant & Soil Microbiome Sub-Program, Laboratory of Plant-Microbe Interactions, Ben Guerir 43150, Morocco; IATE, University of Montpellier, INRAE, Agro Institut, 34060 Montpellier, France
| | - Youssef Zeroual
- Situation Innovation, OCP Group, Jorf Lasfar, 24025 El Jadida, Morocco
| | - Zineb Rchiad
- Mohammed VI Polytechnic University, African Genome Center, Ben Guerir 43150, Morocco
| | - Pierre Delaplace
- Université of Liège, Gembloux Agro-Bio Tech, Plant Sciences Department, Gembloux B-5030, Belgium
| | - Adnane Bargaz
- Mohammed VI Polytechnic University - AgroBioSciences - Plant & Soil Microbiome Sub-Program, Laboratory of Plant-Microbe Interactions, Ben Guerir 43150, Morocco.
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Bargaz A, Elhaissoufi W, Khourchi S, Benmrid B, Borden KA, Rchiad Z. Benefits of phosphate solubilizing bacteria on belowground crop performance for improved crop acquisition of phosphorus. Microbiol Res 2021; 252:126842. [PMID: 34438221 DOI: 10.1016/j.micres.2021.126842] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 07/31/2021] [Accepted: 08/04/2021] [Indexed: 10/20/2022]
Abstract
Although research on plant growth promoting bacteria began in the 1950s, basic and applied research on bacteria improving use of phosphorus (P) continues to be a priority among many agricultural research institutions. Ultimately, identifying agriculturally beneficial microbes, notably P solubilizing bacteria (PSB), that enhance the efficient use of P supports more sustainable cropping systems and the judicious use of mineral nutrients. In parallel, there is more attention on improving crop root P acquisition of existing soil P pools as well as by increasing the proportion of fertilizer P that is taken up by crops. Today, new lines of research are emerging to investigate the co-optimization of PSB-fertilizer-crop root processes for improved P efficiency and agricultural performance. In this review, we compile and summarize available findings on the beneficial effects of PSB on crop production with a focus on crop P acquisition via root system responses at the structural, functional and transcriptional levels. We discuss the current state of knowledge on the mechanisms of PSB-mediated P availability, both soil- and root-associated, as well as crop uptake via P solubilization, mineralization and mobilization, mainly through the production of organic acids and P-hydrolyzing enzymes, and effects on phytohormone signaling for crop root developement. The systematic changes caused by PSB on crop roots are discussed and contextualized within promising functional trait-based frameworks. We also detail agronomic profitability of P (mineral and organic) and PSB co-application, in amended soils and inoculated crops, establishing the connection between the influence of PSB on agroecosystem production and the impact of P fertilization on microbial diversity and crop functional traits for P acquisition.
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Affiliation(s)
- Adnane Bargaz
- Mohammed VI Polytechnic University, Agrobiosciences Program, Plant & Soil Microbiome Subprogram, Bengurir, 43150, Morocco.
| | - Wissal Elhaissoufi
- Mohammed VI Polytechnic University, Agrobiosciences Program, Plant & Soil Microbiome Subprogram, Bengurir, 43150, Morocco; Cadi Ayyad University, Faculty of Sciences and Techniques, Biology Dep., Marrakech, Morocco
| | - Said Khourchi
- Mohammed VI Polytechnic University, Agrobiosciences Program, Plant & Soil Microbiome Subprogram, Bengurir, 43150, Morocco; University of Liège, Gembloux Agro-Bio Tech, Liège, Belgium
| | - Bouchra Benmrid
- Mohammed VI Polytechnic University, Agrobiosciences Program, Plant & Soil Microbiome Subprogram, Bengurir, 43150, Morocco
| | - Kira A Borden
- University of British Columbia, Faculty of Land and Food Systems, Vancouver, V6T 1Z4, Canada
| | - Zineb Rchiad
- Mohammed VI Polytechnic University, Agrobiosciences Program, Plant & Soil Microbiome Subprogram, Bengurir, 43150, Morocco
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Elhaissoufi W, Ghoulam C, Barakat A, Zeroual Y, Bargaz A. Phosphate bacterial solubilization: A key rhizosphere driving force enabling higher P use efficiency and crop productivity. J Adv Res 2021; 38:13-28. [PMID: 35572398 PMCID: PMC9091742 DOI: 10.1016/j.jare.2021.08.014] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 08/07/2021] [Accepted: 08/19/2021] [Indexed: 02/06/2023] Open
Abstract
Phosphate bacteria bio-solubilization significantly increase crop P acquisition and productivity. Phosphate solubilizing bacteria increase RP agronomic efficiency as well as P fertilizers efficiency. This process can be optimized through a rational bacterial screening to assure efficient PSB are selected. Appropriate formulation of PSB is a sustainable approach to enhance P-fertilizers efficiency. Development of innovative PSB-Phosphate formulations is likely to sustain crop production.
Background Increasing crop production to feed a growing population has driven the use of mineral fertilizers to ensure nutrients availability and fertility of agricultural soils. After nitrogen, phosphorus (P) is the second most important nutrient for plant growth and productivity. However, P availability in most agricultural soils is often limited because P strongly binds to soil particles and divalent cations forming insoluble P-complexes. Therefore, there is a constant need to sustainably improve soil P availability. This may include, among other strategies, the application of microbial resources specialized in P cycling, such as phosphate solubilizing bacteria (PSB). This P-mediating bacterial component can improve soil biological fertility and crop production, and should be integrated in well-established formulations to enhance availability and efficiency in use of P. This is of importance to P fertilization, including both organic and mineral P such as rock phosphate (RP) aiming to improve its agronomic efficiency within an integrated crop nutrition system where agronomic profitability of P and PSB can synergistically occur. Aim of Review The purpose of this review is to discuss critically the important contribution of PSB to crop P nutrition in concert with P fertilizers, with a specific focus on RP. We also highlight the need for PSB bioformulations being a sustainable approach to enhance P fertilizer use efficiency and crop production. Key Scientific Concepts of Review We first recognize the important contribution of PSB to sustain crop production, which requires a rational approach for both screening and evaluation of PSB enabling an accurate assessment of the bacterial effects both alone and in intertwined interaction with plant roots. Furthermore, we propose new research ideas about the development of microbial bioformulations based on PSB with a particular focus on strains exhibiting synergetic effects with RP.
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Aasfar A, Bargaz A, Yaakoubi K, Hilali A, Bennis I, Zeroual Y, Meftah Kadmiri I. Nitrogen Fixing Azotobacter Species as Potential Soil Biological Enhancers for Crop Nutrition and Yield Stability. Front Microbiol 2021; 12:628379. [PMID: 33717018 PMCID: PMC7947814 DOI: 10.3389/fmicb.2021.628379] [Citation(s) in RCA: 65] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Accepted: 02/05/2021] [Indexed: 12/20/2022] Open
Abstract
Biological nitrogen fixation (BNF) refers to a microbial mediated process based upon an enzymatic "Nitrogenase" conversion of atmospheric nitrogen (N2) into ammonium readily absorbable by roots. N2-fixing microorganisms collectively termed as "diazotrophs" are able to fix biologically N2 in association with plant roots. Specifically, the symbiotic rhizobacteria induce structural and physiological modifications of bacterial cells and plant roots into specialized structures called nodules. Other N2-fixing bacteria are free-living fixers that are highly diverse and globally widespread in cropland. They represent key natural source of nitrogen (N) in natural and agricultural ecosystems lacking symbiotic N fixation (SNF). In this review, the importance of Azotobacter species was highlighted as both important free-living N2-fixing bacteria and potential bacterial biofertilizer with proven efficacy for plant nutrition and biological soil fertility. In addition, we described Azotobacter beneficial plant promoting traits (e.g., nutrient use efficiency, protection against phytopathogens, phytohormone biosynthesis, etc.). We shed light also on the agronomic features of Azotobacter that are likely an effective component of integrated plant nutrition strategy, which contributes positively to sustainable agricultural production. We pointed out Azotobacter based-biofertilizers, which possess unique characteristics such as cyst formation conferring resistance to environmental stresses. Such beneficial traits can be explored profoundly for the utmost aim to research and develop specific formulations based on inoculant Azotobacter cysts. Furthermore, Azotobacter species still need to be wisely exploited in order to address specific agricultural challenges (e.g., nutrient deficiencies, biotic and abiotic constraints) taking into consideration several variables including their biological functions, synergies and multi-trophic interactions, and biogeography and abundance distribution.
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Affiliation(s)
- Abderrahim Aasfar
- Green Biotechnology Laboratory, Moroccan Foundation for Advanced Science, Innovation and Research (MAScIR), Rabat Design Centre, Rabat, Morocco.,Laboratory of Health Sciences and Technologies, High Institute of Health Sciences, Hassan 1st University, Settat, Morocco
| | - Adnane Bargaz
- AgroBioSciences-Microbiome, Laboratory of Plant-Microbe Interactions, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Kaoutar Yaakoubi
- Green Biotechnology Laboratory, Moroccan Foundation for Advanced Science, Innovation and Research (MAScIR), Rabat Design Centre, Rabat, Morocco
| | - Abderraouf Hilali
- Laboratory of Health Sciences and Technologies, High Institute of Health Sciences, Hassan 1st University, Settat, Morocco
| | - Iman Bennis
- Green Biotechnology Laboratory, Moroccan Foundation for Advanced Science, Innovation and Research (MAScIR), Rabat Design Centre, Rabat, Morocco
| | | | - Issam Meftah Kadmiri
- Green Biotechnology Laboratory, Moroccan Foundation for Advanced Science, Innovation and Research (MAScIR), Rabat Design Centre, Rabat, Morocco.,AgroBioSciences-Microbiome, Laboratory of Plant-Microbe Interactions, Mohammed VI Polytechnic University, Ben Guerir, Morocco
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Kavamura VN, Mendes R, Bargaz A, Mauchline TH. Defining the wheat microbiome: Towards microbiome-facilitated crop production. Comput Struct Biotechnol J 2021; 19:1200-1213. [PMID: 33680361 PMCID: PMC7902804 DOI: 10.1016/j.csbj.2021.01.045] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Revised: 01/29/2021] [Accepted: 01/30/2021] [Indexed: 12/17/2022] Open
Abstract
Wheat is one of the world's most important crops, but its production relies heavily on agrochemical inputs which can be harmful to the environment when used excessively. It is well known that a multitude of microbes interact with eukaryotic organisms, including plants, and the sum of microbes and their functions associated with a given host is termed the microbiome. Plant-microbe interactions can be beneficial, neutral or harmful to the host plant. Over the last decade, with the development of next generation DNA sequencing technology, our understanding of the plant microbiome structure has dramatically increased. Considering that defining the wheat microbiome is key to leverage crop production in a sustainable way, here we describe how different factors drive microbiome assembly in wheat, including crop management, edaphic-environmental conditions and host selection. In addition, we highlight the benefits to take a multidisciplinary approach to define and explore the wheat core microbiome to generate solutions based on microbial (synthetic) communities or single inoculants. Advances in plant microbiome research will facilitate the development of microbial strategies to guarantee a sustainable intensification of crop production.
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Affiliation(s)
- Vanessa N. Kavamura
- Sustainable Agriculture Sciences, Rothamsted Research, Harpenden, Hertfordshire, UK
| | - Rodrigo Mendes
- Laboratory of Environmental Microbiology, Embrapa Environment, Jaguariúna, SP, Brazil
| | - Adnane Bargaz
- Agrobiosciences, Mohammed VI Polytechnic University, Benguerir, Morocco
| | - Tim H. Mauchline
- Sustainable Agriculture Sciences, Rothamsted Research, Harpenden, Hertfordshire, UK
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Elhaissoufi W, Khourchi S, Ibnyasser A, Ghoulam C, Rchiad Z, Zeroual Y, Lyamlouli K, Bargaz A. Phosphate Solubilizing Rhizobacteria Could Have a Stronger Influence on Wheat Root Traits and Aboveground Physiology Than Rhizosphere P Solubilization. Front Plant Sci 2020; 11:979. [PMID: 32765544 PMCID: PMC7381288 DOI: 10.3389/fpls.2020.00979] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Accepted: 06/16/2020] [Indexed: 05/06/2023]
Abstract
Limited P availability in several agricultural areas is one of the key challenges facing current agriculture. Exploiting P-solubilizing bacteria (PSB) has been an emerging bio-solution for a higher rhizosphere P-availability, meanwhile the above- and below-ground interactions that PSB would trigger remain unclear over plant growing stages. We hypothesized that PSB effects on plant growth may be greater on root traits that positively links with aboveground physiology more than the commonly believed rhizosphere P bio-solubilization. In this study, five contrasting PSB (Pseudomonas spp.) isolates (low "PSB1", moderate "PSB2 and PSB4" and high "PSB3 and PSB5" P-solubilizing capacity "PSC") were used to investigate above- and below-ground responses in wheat fertilized with rock P (RP) under controlled conditions. Our findings show that all PSB isolates increased wheat root traits, particularly PSB5 which increased root biomass and PSB3 that had greater effect on root diameter in 7-, 15- and 42-day old plants. The length, surface and volume of roots significantly increased along with higher rhizosphere available P in 15- and 42-day old plants inoculated with PSB4 and PSB2. Shoot biomass significantly increased with both PSB2 and PSB5. Root and shoot physiology significantly improved with PSB1 (lowest PSC) and PSB4 (moderate PSC), notably shoot total P (78.38%) and root phosphatase activity (390%). Moreover, nutrients acquisition and chlorophyll content increased in inoculated plants and was stimulated (PSB2, PSB4) more than rhizosphere P-solubilization, which was also revealed by the significant above- and below-ground inter-correlations, mainly chlorophyll and both total (R = 0.75, p = 0.001**) and intracellular (R = 0.7, p = 0.000114*) P contents. These findings demonstrate the necessity to timely monitor the plant-rhizosphere continuum responses, which may be a relevant approach to accurately evaluate PSB through considering below- and above-ground relationships; thus enabling unbiased interpretations prior to field applications.
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Affiliation(s)
- Wissal Elhaissoufi
- Laboratory of Plant-Microbe Interactions, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
- Laboratory of Biotechnology and Agrophysiology of Symbiosis, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech, Morocco
| | - Said Khourchi
- Laboratory of Plant-Microbe Interactions, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Ammar Ibnyasser
- Laboratory of Plant-Microbe Interactions, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Cherki Ghoulam
- Laboratory of Plant-Microbe Interactions, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
- Laboratory of Biotechnology and Agrophysiology of Symbiosis, Faculty of Sciences and Techniques, Cadi Ayyad University, Marrakech, Morocco
| | - Zineb Rchiad
- Laboratory of Plant-Microbe Interactions, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | | | - Karim Lyamlouli
- Laboratory of Plant-Microbe Interactions, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | - Adnane Bargaz
- Laboratory of Plant-Microbe Interactions, AgroBioSciences, Mohammed VI Polytechnic University, Ben Guerir, Morocco
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Bargaz A, Lyamlouli K, Chtouki M, Zeroual Y, Dhiba D. Soil Microbial Resources for Improving Fertilizers Efficiency in an Integrated Plant Nutrient Management System. Front Microbiol 2018; 9:1606. [PMID: 30108553 PMCID: PMC6079243 DOI: 10.3389/fmicb.2018.01606] [Citation(s) in RCA: 137] [Impact Index Per Article: 22.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2018] [Accepted: 06/27/2018] [Indexed: 11/24/2022] Open
Abstract
Tomorrow's agriculture, challenged by increasing global demand for food, scarcity of arable lands, and resources alongside multiple environment pressures, needs to be managed smartly through sustainable and eco-efficient approaches. Modern agriculture has to be more productive, sustainable, and environmentally friendly. While macronutrients such as nitrogen (N), phosphorus (P), potassium (K), and sulfur (S) supplied by mineral fertilizers are vital to crop production, agriculturally beneficial microorganisms may also contribute directly (i.e., biological N2 fixation, P solubilization, and phytohormone production, etc.) or indirectly (i.e., antimicrobial compounds biosynthesis and elicitation of induced systemic resistance, etc.) to crop improvement and fertilizers efficiency. Microbial-based bioformulations that increase plant performance are greatly needed, and in particular bioformulations that exhibit complementary and synergistic effects with mineral fertilization. Such an integrated soil fertility management strategy has been demonstrated through several controlled and non-controlled experiments, but more efforts have to be made in order to thoroughly understand the multiple functions of beneficial microorganisms within the soil microbial community itself and in interaction with plants and mineral resources. In fact, the combined usage of microbial [i.e., beneficial microorganisms: N2-fixing (NF), P-solubilizing, and P mobilizing, etc.] and mineral resources is an emerging research area that aims to design and develop efficient microbial formulations which are highly compatible with mineral inputs, with positive impacts on both crops and environment. This novel approach is likely to be of a global interest, especially in most N- and P-deficient agro-ecosystems. In this review, we report on the importance of NF bacteria and P solubilizing/mobilizing microbes as well as their interactions with mineral P fertilization in improving crop productivity and fertilizers efficiency. In addition, we shed light on the interactive and synergistic effects that may occur within multi-trophic interactions involving those two microbial groups and positive consequences on plant mineral uptake, crop productivity, and resiliency to environmental constraints. Improving use of mineral nutrients is a must to securing higher yield and productivity in a sustainable manner, therefore continuously designing, developing and testing innovative integrated plant nutrient management systems based on relevant biological resources (crops and microorganisms) is highly required.
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Affiliation(s)
- Adnane Bargaz
- AgroBioSciences, Research and Development OCP Group, Mohammed VI Polytechnic University, Ben Guerir, Morocco
| | | | | | | | - Driss Dhiba
- AgroBioSciences, Research and Development OCP Group, Mohammed VI Polytechnic University, Ben Guerir, Morocco
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Lazali M, Bargaz A, Brahimi S, Amenc L, Abadie J, Drevon JJ. Expression of a phosphate-starvation inducible fructose-1,6-bisphosphatase gene in common bean nodules correlates with phosphorus use efficiency. J Plant Physiol 2016; 205:48-56. [PMID: 27614785 DOI: 10.1016/j.jplph.2016.08.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2016] [Revised: 08/20/2016] [Accepted: 08/22/2016] [Indexed: 06/06/2023]
Abstract
While increased P-hydrolysing acid phosphatases (APase) activity in bean nodules is well documented under phosphorus (P) limitation, gene expression and subcellular localization patterns within the N2-fixing nodule tissues are poorly understood. The aim of this research was to track the enzyme activity along with the intra-nodular localization of fructose-1,6-bisphosphatase (FBPase), and its contribution to P use efficiency (PUE) under symbiotic nitrogen fixation (SNF) in Phaseolus vulgaris. The FBPase transcript were localized in situ using RT-PCR and the protein activity was measured in nodules of two contrasting recombinant inbred lines (RILs) of P. vulgaris, namely RILs 115 (P-efficient) and 147 (P-inefficient), that were grown under sufficient versus deficient P supply. Under P-deficiency, higher FBPase transcript fluorescence was found in the inner cortex as compared to the infected zone of RIL115. In addition, both the specific FBPase and total APase enzyme activities significantly increased in both RILs, but to a more significant extent in RIL115 as compared to RIL147. Furthermore, the increased FBPase activity in nodules of RIL115 positively correlated with higher use efficiency of both the rhizobial symbiosis (23%) and P for SNF (14% calculated as the ratio of N2 fixed per nodule total P content). It is concluded that the abundant tissue-specific localized FBPase transcript along with induced enzymatic activity provides evidence of a specific tolerance mechanism where N2-fixing nodules overexpress under P-deficiency conditions. Such a mechanism would maximise the intra-nodular inorganic P fraction necessary to compensate for large amount of P needed during the SNF process.
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Affiliation(s)
- Mohamed Lazali
- Faculté des Sciences de la Nature et de la Vie & des Sciences de la Terre, Université Djilali Bounaama de Khemis Miliana, Route Theniet El Had, Soufay, 44225 Ain Defla, Algeria; Institut National de la Recherche Agronomique, UMR Eco&Sols, Ecologie Fonctionnelle & Biogéochimie des Sols et Agroécosystèmes, INRA-IRD-CIRAD-SupAgro, Place Pierre Viala, 34060 Montpellier, France.
| | - Adnane Bargaz
- Swedish University of Agricultural Sciences, Department of Biosystems and Technology, PO Box 103, SE-230 53 Alnarp, Sweden
| | - Samira Brahimi
- Faculté des Sciences de la Nature et de la Vie & des Sciences de la Terre, Université Djilali Bounaama de Khemis Miliana, Route Theniet El Had, Soufay, 44225 Ain Defla, Algeria
| | - Laurie Amenc
- Institut National de la Recherche Agronomique, UMR Eco&Sols, Ecologie Fonctionnelle & Biogéochimie des Sols et Agroécosystèmes, INRA-IRD-CIRAD-SupAgro, Place Pierre Viala, 34060 Montpellier, France
| | - Josiane Abadie
- Institut National de la Recherche Agronomique, UMR Eco&Sols, Ecologie Fonctionnelle & Biogéochimie des Sols et Agroécosystèmes, INRA-IRD-CIRAD-SupAgro, Place Pierre Viala, 34060 Montpellier, France
| | - Jean Jacques Drevon
- Institut National de la Recherche Agronomique, UMR Eco&Sols, Ecologie Fonctionnelle & Biogéochimie des Sols et Agroécosystèmes, INRA-IRD-CIRAD-SupAgro, Place Pierre Viala, 34060 Montpellier, France
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Lazali M, Louadj L, Ounane G, Abadie J, Amenc L, Bargaz A, Lullien-Pellerin V, Drevon JJ. Localization of phytase transcripts in germinating seeds of the common bean (Phaseolus vulgaris L.). Planta 2014; 240:471-478. [PMID: 24912928 DOI: 10.1007/s00425-014-2101-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2014] [Accepted: 05/21/2014] [Indexed: 06/03/2023]
Abstract
The work provides the first-time evidence of tissue-specific expression of a phytase gene in the germinating seeds of Phaseolus vulgaris. Phytase enzyme plays a major role in germinating seeds. It is also active during N2 fixation within nodules of legumes. The effect of phosphorus (P) deficiency on phytase gene expression and localization in N2-fixing root nodules has been recently studied in hydroaeroponic culture of Phaseolus vulgaris. In this study, phytase gene transcripts within the germinating seed tissues of the P-inefficient P. vulgaris recombinant inbred line RIL147 were in situ localized with a similar RT-PCR recipe as that used for nodules. Our results show that the phytase gene expression was mainly localized in the outer layers, vascular cells and parenchyma of germinating seeds whereas it was localized in the inner and middle cortex of nodules. Image analysis quantified higher fluorescence intensity of the phytase transcript signal in the seed embryo than in radicles, cotyledons or the nodule cortex. Furthermore, the phytase activity was 22-fold higher in cotyledons (43 nmol min(-1) g(-1) dry weight) than in nodules (2 nmol min(-1) g(-1) dry weight). The K m and V m values of phytase activity in cotyledons were also significantly higher than in nodules. Interestingly, the amplified sequence of cDNA phytase exhibited highest homology with the Glycine max purple acid phosphatase (NM_001289274) 90 % for germinating seed as compared to nodule phytase cDNA displaying 94 % homology with the Glycine max phytase (GQ422774.1). It is concluded that phytase enzymes are likely to vary from seeds to nodules and that phytase enzymes play key roles in the use of organic P or N2 fixation, as it is well known for germination.
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Affiliation(s)
- Mohamed Lazali
- Faculté des Sciences de la Nature et de la Vie & des Sciences de la Terre, Université de Khemis Miliana, Route Theniet El Had, 44225, Soufay, Ain Defla, Algeria,
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Maougal RT, Bargaz A, Sahel C, Amenc L, Djekoun A, Plassard C, Drevon JJ. Localization of the Bacillus subtilis beta-propeller phytase transcripts in nodulated roots of Phaseolus vulgaris supplied with phytate. Planta 2014; 239:901-908. [PMID: 24407511 DOI: 10.1007/s00425-013-2023-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2013] [Accepted: 12/19/2013] [Indexed: 06/03/2023]
Abstract
Soil organic phosphorus (Po) such as phytate, which comprises up to 80 % of total Po, must be hydrolyzed by specific enzymes called phytases to be used by plants. In contrast to plants, bacteria, such as Bacillus subtilis, have the ability to use phytate as the sole source of P due to the excretion of a beta-propeller phytase (BPP). In order to assess whether the B. subtilis BPP could make P available from phytate for the benefit of a nodulated legume, the P-sensitive recombinant inbred line RIL147 of Phaseolus vulgaris was grown under hydroaeroponic conditions with either 12.5 μM phytate (C₆H₁₈O₂₄P₆) or 75 μmol Pi (K₂HPO₄), and inoculated with Rhizobium tropici CIAT899 alone, or co-inoculated with both B. subtilis DSM 10 and CIAT899. The in situ RT-PCR of BPP genes displayed the most intense fluorescent BPP signal on root tips. Some BPP signal was found inside the root cortex and the endorhizosphere of the root tip, suggesting endophytic bacteria expressing BPP. However, the co-inoculation with B. subtilis was associated with a decrease in plant P content, nodulation and the subsequent plant growth. Such a competitive effect of B. subtilis on P acquisition from phytate in symbiotic nitrogen fixation might be circumvented if the rate of inoculation were reasoned in order to avoid the inhibition of nodulation by excess B. subtilis proliferation. It is concluded that B. subtilis BPP gene is expressed in P. vulgaris rhizosphere.
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Affiliation(s)
- Rim Tinhinen Maougal
- Institut National de la Recherche Agronomique, UMR1222 Ecologie Fonctionnelle & Biogéochimie des Sols & des Agroécosystèmes, INRA-IRD-CIRAD-SupAgro, 1 Place Pierre Viala, 34060, Montpellier Cedex, France,
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Lazali M, Bargaz A, Carlsson G, Ounane SM, Drevon JJ. Discrimination against 15N among recombinant inbred lines of Phaseolus vulgaris L. contrasting in phosphorus use efficiency for nitrogen fixation. J Plant Physiol 2014; 171:199-204. [PMID: 24035519 DOI: 10.1016/j.jplph.2013.07.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/23/2013] [Revised: 07/19/2013] [Accepted: 07/22/2013] [Indexed: 06/02/2023]
Abstract
Although isotopic discrimination processes during nitrogen (N) transformations influence the outcome of (15)N based quantification of N2 fixation in legumes, little attention has been given to the effects of genotypic variability and environmental constraints such as phosphorus (P) deficiency, on discrimination against (15)N during N2 fixation. In this study, six Phaseolus vulgaris recombinant inbred lines (RILs), i.e. RILs 115, 104, 34 (P deficiency tolerant) and 147, 83, 70 (P deficiency sensitive), were inoculated with Rhizobium tropici CIAT899, and hydroaeroponically grown with P-sufficient (250 μmol P plant(-1) week(-1)) versus P-deficient (75 μmol P plant(-1) week(-1)) supply. Two harvests were done at 15 (before nodule functioning) and 42 (flowering stage) days after transplanting. Nodulation, plant biomass, P and N contents, and the ratios of (15)N over total N content ((15)N/Nt) for shoots, roots and nodules were determined. The results showed lower (15)N/Nt in shoots than in roots, both being much lower than in nodules. P deficiency caused a larger decrease in (15)N/Nt in shoots (-0.18%) than in nodules (-0.11%) for all of the genotypes, and the decrease in shoots was greatest for RILs 34 (-0.33%) and 104 (-0.25%). Nodule (15)N/Nt was significantly related to both the quantity of N2 fixed (R(2)=0.96***) and the P content of nodules (R(2)=0.66*). We conclude that the discrimination against (15)N in the legume N2-fixing symbiosis of common bean with R. tropici CIAT899 is affected by P nutrition and plant genotype, and that the (15)N/Nt in nodules may be used to screen for genotypic variation in P use efficiency for N2 fixation.
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Affiliation(s)
- Mohamed Lazali
- Institut National de la Recherche Agronomique, UMR Ecologie Fonctionnelle & Biogéochimie des Sols et Agroécosystèmes, INRA-IRD-CIRAD-SupAgro, Place Pierre Viala 34060 Montpellier, France; Ecole Nationale Supérieure Agronomique (ENSA), Département de phytotechnie, Avenue Hassan Badi, El Harrach 16200 Alger, Algeria; Université de Khemis Miliana, Faculté des Sciences de la Nature et de la Vie & des Sciences de la Terre, Route Theniet El Had, Soufay 44225 Ain Defla, Algeria.
| | - Adnane Bargaz
- Swedish University of Agricultural Sciences (SLU), Department of Biosystems and Technology, Box 103, SE-23053 Alnarp, Sweden
| | - Georg Carlsson
- Swedish University of Agricultural Sciences (SLU), Department of Biosystems and Technology, Box 103, SE-23053 Alnarp, Sweden
| | - Sidi Mohamed Ounane
- Ecole Nationale Supérieure Agronomique (ENSA), Département de phytotechnie, Avenue Hassan Badi, El Harrach 16200 Alger, Algeria
| | - Jean Jacques Drevon
- Institut National de la Recherche Agronomique, UMR Ecologie Fonctionnelle & Biogéochimie des Sols et Agroécosystèmes, INRA-IRD-CIRAD-SupAgro, Place Pierre Viala 34060 Montpellier, France.
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Bargaz A, Ghoulam C, Drevon JJ. Specific expression and activity of acid phosphatases in common bean nodules. Plant Signal Behav 2013; 8:e25022. [PMID: 23733065 PMCID: PMC4004617 DOI: 10.4161/psb.25022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2013] [Accepted: 05/10/2013] [Indexed: 06/02/2023]
Abstract
Under phosphorus (P) deficiency, sensitivity of the N 2-fixing legumes increases since the large amount of P-dependent carbon and energy turnover required during N 2 fixation are not satisfied. However, despites the fact that these crops have been widely characterized under P-deficiency and a number of tolerance traits have been identified, abilities of the nodules to cope with this environmental constraint have still to be further investigated. Increases both of activity and gene expression of acid phosphatases (APases) are among mechanisms that lead to increase both of N 2 fixation and nodule respiration under P-deficiency. Our findings have revealed that expression of phosphoenol pyruvate phosphatase (PEPase) and trehalose 6P phosphatase (TPP) genes and activities of the corresponding enzymes were positively correlated with increases both of the rhizobial symbiosis efficiency in use of P for N 2 fixation and nodule O 2 permeability. Under P-deficiency, this positive correlation was more significant for the recombinant inbred line (RIL) of Phaseolus vulgaris RIL115 that is tolerant to P-deficiency than the sensitive RIL147. Overall, the present work suggests that the tissue-specific localized PEPase and TPP transcripts of infected cells and nodule cortex play a role in adaptation to P-deficiency and are likely involved in nodule respiration linked to symbiotic nitrogen fixation (SNF).
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Affiliation(s)
- Adnane Bargaz
- Swedish University of Agricultural Sciences; Department of Biosystems and Technology; Alnarp, Sweden
| | - Cherki Ghoulam
- Team of Plant Biotechnology and Agro-physiology of Symbiosis; Faculty of Sciences and Techniques; Marrakech, Morocco
| | - Jean-Jacques Drevon
- INRA; UMR Ecologie Fonctionnelle & Biogéochimie des Sols & des Agroécosystèmes; Montpellier, France
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Bargaz A, Lazali M, Amenc L, Abadie J, Ghoulam C, Farissi M, Faghire M, Drevon JJ. Differential expression of trehalose 6-P phosphatase and ascorbate peroxidase transcripts in nodule cortex of Phaseolus vulgaris and regulation of nodule O2 permeability. Planta 2013; 238:107-119. [PMID: 23575967 DOI: 10.1007/s00425-013-1877-1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2012] [Accepted: 03/28/2013] [Indexed: 06/02/2023]
Abstract
Although the role of phosphatases and antioxidant enzymes have been documented in phosphorus (P) deficiency tolerance, gene expression differences in the nodules of nitrogen fixing legumes should also affect tolerance to this soil constraint. In this study, root nodules were induced by Rhizobium tropici CIAT899 in two Phaseolus vulgaris recombinant inbred lines (RIL); RIL115 (low P-tolerant) and RIL147 (low P-sensitive) under hydroaeroponic culture with sufficient versus deficient P supply. Trehalose 6-P phosphatase and ascorbate peroxidase transcripts were localized within nodules in which O2 permeability was measured. Results indicate that differential tissues-specific expression of trehalose 6-P phosphatase and ascorbate peroxidase transcripts within nodules was detected particularly in infected zone and cortical cells. Under P-deficiency, trehalose 6-P phosphatase transcript was increased and mainly localized in infected zone and outer cortex of RIL115 as compared to RIL147. Ascorbate peroxidase transcript was highly expressed under P-sufficiency in the infected zone, inner cortex and vascular traces of RIL115 rather than RIL147. In addition, significant correlations were found between nodule O2 permeability and both peroxidase (r = 0.66*) and trehalose 6-P phosphatase enzyme activities (r = 0.79*) under sufficient and deficient P conditions, respectively. The present findings suggest that the tissue-specific localized trehalose 6-P phosphatase and ascorbate peroxidase transcripts of infected cells and nodule cortex are involved in nitrogen fixation efficiency and are likely to play a role in nodule respiration and adaptation to P-deficiency.
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Affiliation(s)
- Adnane Bargaz
- Institut National de la Recherche Agronomique INRA, UMR1222 Ecologie Fonctionnelle and Biogéochimie des Sols and des Agroécosystèmes, INRA-IRD-CIRAD-SupAgro, 2 Place Pierre Viala, 34060, Montpellier Cedex, France.
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Bargaz A, Ghoulam C, Amenc L, Lazali M, Faghire M, Abadie J, Drevon J. A phosphoenol pyruvate phosphatase transcript is induced in the root nodule cortex of Phaseolus vulgaris under conditions of phosphorus deficiency. J Exp Bot 2012; 63:4723-30. [PMID: 22771853 PMCID: PMC3428000 DOI: 10.1093/jxb/ers151] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Although previous studies on N2-fixing legumes have demonstrated the contribution of acid phosphatases to their phosphorus (P) use efficiency under P-deficient growth conditions, localization of these enzymes in bean nodules has not been demonstrated. In this study, phosphoenol pyruvate phosphatase (PEPase) gene transcripts were localized within the nodule tissues of two recombinant inbred lines, RIL115 (P-deficiency tolerant) and RIL147 (P-deficiency sensitive), of Phaseolus vulgaris. Nodules were induced by Rhizobium tropici CIAT899 under hydroaeroponic conditions with a sufficient versus a deficient P supply. The results indicated that PEPase transcripts were particularly abundant in the nodule infected zone and cortex of both RILs. Analysis of fluorescence intensity indicated that nodule PEPase was induced under conditions of P deficiency to a significantly higher extent in RIL147 than in RIL115, and more in the inner cortex (91%) than in the outer cortex (71%) or the infected zone (79%). In addition, a significant increase (39%) in PEPase enzyme activity in the P-deficient RIL147 correlated with an increase (58%) in the efficiency of use in rhizobial symbiosis. It was concluded that nodule PEPase is upregulated under conditions of P deficiency in the P-deficiency-sensitive RIL147, and that this gene may contribute to adaptation of rhizobial symbiosis to low-P environments.
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Affiliation(s)
- A. Bargaz
- INRA, UMR Eco&Sols – Ecologie Fonctionnelle & Biogéochimie des Sols & Agroécosystèmes2 Place Viala, F34060, Montpellier, France
- Equipe de Biotechnologie Végétale et Agrophysiologie des Symbioses, Faculté des Sciences et Techniques GuélizBP 549, 40000, Marrakech, Maroc
| | - C. Ghoulam
- Equipe de Biotechnologie Végétale et Agrophysiologie des Symbioses, Faculté des Sciences et Techniques GuélizBP 549, 40000, Marrakech, Maroc
| | - L. Amenc
- INRA, UMR Eco&Sols – Ecologie Fonctionnelle & Biogéochimie des Sols & Agroécosystèmes2 Place Viala, F34060, Montpellier, France
| | - M. Lazali
- INRA, UMR Eco&Sols – Ecologie Fonctionnelle & Biogéochimie des Sols & Agroécosystèmes2 Place Viala, F34060, Montpellier, France
| | - M. Faghire
- Equipe de Biotechnologie Végétale et Agrophysiologie des Symbioses, Faculté des Sciences et Techniques GuélizBP 549, 40000, Marrakech, Maroc
| | - J. Abadie
- INRA, UMR Eco&Sols – Ecologie Fonctionnelle & Biogéochimie des Sols & Agroécosystèmes2 Place Viala, F34060, Montpellier, France
| | - J.J. Drevon
- INRA, UMR Eco&Sols – Ecologie Fonctionnelle & Biogéochimie des Sols & Agroécosystèmes2 Place Viala, F34060, Montpellier, France
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Faghire M, Mandri B, Oufdou K, Bargaz A, Ghoulam C, Ramírez-Bahena M, Velázquez E, Peix A. Identification at the species and symbiovar levels of strains nodulating Phaseolus vulgaris in saline soils of the Marrakech region (Morocco) and analysis of the otsA gene putatively involved in osmotolerance. Syst Appl Microbiol 2012; 35:156-64. [DOI: 10.1016/j.syapm.2012.02.003] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2011] [Revised: 02/03/2012] [Accepted: 02/04/2012] [Indexed: 11/29/2022]
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Faghire M, Bargaz A, Farissi M, Palma F, Mandri B, Lluch C, García NAT, Herrera-Cervera JA, Oufdou K, Ghoulam C. Effect of salinity on nodulation, nitrogen fixation and growth of common bean (Phaseolus vulgaris) inoculated with rhizobial strains isolated from the Haouz region of Morocco. Symbiosis 2011. [DOI: 10.1007/s13199-011-0144-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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