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Miranda RDS, da Fonseca BSF, Pinho DS, Batista JYN, de Brito RR, da Silva EM, Ferreira WS, Costa JH, Lopes MDS, de Sousa RHB, Neves LF, Penha JAF, Santos AS, Lima JJP, Paula-Marinho SDO, Neto FDA, de Aguiar ÉS, dos Santos CP, Gomes-Filho E. Selection of Soybean and Cowpea Cultivars with Superior Performance under Drought Using Growth and Biochemical Aspects. PLANTS (BASEL, SWITZERLAND) 2023; 12:3134. [PMID: 37687379 PMCID: PMC10489739 DOI: 10.3390/plants12173134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 08/28/2023] [Accepted: 08/30/2023] [Indexed: 09/10/2023]
Abstract
Identifying cultivars of leguminous crops exhibiting drought resistance has become crucial in addressing water scarcity issues. This investigative study aimed to select soybean and cowpea cultivars with enhanced potential to grow under water restriction during the vegetative stage. Two parallel trials were conducted using seven soybean (AS3810IPRO, M8644IPRO, TMG1180RR, NS 8338IPRO, BMX81I81IPRO, M8808IPRO, and BÔNUS8579IPRO) and cowpea cultivars (Aracê, Novaera, Pajeú, Pitiúba, Tumucumaque, TVU, and Xique-xique) under four water levels (75, 60, 45, and 30% field capacity-FC) over 21 days. Growth, water content, membrane damage, photosynthetic pigments, organic compounds, and proline levels were analyzed. Drought stress significantly impacted the growth of both crops, particularly at 45 and 30% FC for soybean and 60 and 45% FC for cowpea plants. The BÔNUS8579IPRO and TMG1180RR soybean cultivars demonstrated the highest performance under drought, a response attributed to increased amino acids and proline contents, which likely help to mitigate membrane damage. For cowpea, the superior performance of the drought-stressed Xique-xique cultivar was associated with the maintenance of water content and elevated photosynthetic pigments, which contributed to the preservation of the photosynthetic efficiency and carbohydrate levels. Our findings clearly indicate promising leguminous cultivars that grow under water restriction, serving as viable alternatives for cultivating in water-limited environments.
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Affiliation(s)
- Rafael de Souza Miranda
- Plant Science Department, Federal University of Piauí, Teresina 64049-550, Piauí, Brazil;
- Postgraduate Program in Agricultural Sciences, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (R.R.d.B.); (R.H.B.d.S.); (A.S.S.); (S.d.O.P.-M.)
| | - Bruno Sousa Figueiredo da Fonseca
- Agronomic Engineering Course, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (B.S.F.d.F.); (D.S.P.); (J.Y.N.B.); (E.M.d.S.); (W.S.F.); (M.d.S.L.); (L.F.N.); (J.A.F.P.); (J.J.P.L.)
| | - Davielson Silva Pinho
- Agronomic Engineering Course, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (B.S.F.d.F.); (D.S.P.); (J.Y.N.B.); (E.M.d.S.); (W.S.F.); (M.d.S.L.); (L.F.N.); (J.A.F.P.); (J.J.P.L.)
| | - Jennyfer Yara Nunes Batista
- Agronomic Engineering Course, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (B.S.F.d.F.); (D.S.P.); (J.Y.N.B.); (E.M.d.S.); (W.S.F.); (M.d.S.L.); (L.F.N.); (J.A.F.P.); (J.J.P.L.)
| | - Ramilos Rodrigues de Brito
- Postgraduate Program in Agricultural Sciences, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (R.R.d.B.); (R.H.B.d.S.); (A.S.S.); (S.d.O.P.-M.)
| | - Everaldo Moreira da Silva
- Agronomic Engineering Course, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (B.S.F.d.F.); (D.S.P.); (J.Y.N.B.); (E.M.d.S.); (W.S.F.); (M.d.S.L.); (L.F.N.); (J.A.F.P.); (J.J.P.L.)
| | - Wesley Santos Ferreira
- Agronomic Engineering Course, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (B.S.F.d.F.); (D.S.P.); (J.Y.N.B.); (E.M.d.S.); (W.S.F.); (M.d.S.L.); (L.F.N.); (J.A.F.P.); (J.J.P.L.)
| | - José Hélio Costa
- Department of Biochemistry and Molecular Biology, Federal University of Ceará, Fortaleza 60451-970, Ceará, Brazil; (J.H.C.); (E.G.-F.)
| | - Marcos dos Santos Lopes
- Agronomic Engineering Course, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (B.S.F.d.F.); (D.S.P.); (J.Y.N.B.); (E.M.d.S.); (W.S.F.); (M.d.S.L.); (L.F.N.); (J.A.F.P.); (J.J.P.L.)
| | - Renan Henrique Beserra de Sousa
- Postgraduate Program in Agricultural Sciences, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (R.R.d.B.); (R.H.B.d.S.); (A.S.S.); (S.d.O.P.-M.)
| | - Larissa Fonseca Neves
- Agronomic Engineering Course, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (B.S.F.d.F.); (D.S.P.); (J.Y.N.B.); (E.M.d.S.); (W.S.F.); (M.d.S.L.); (L.F.N.); (J.A.F.P.); (J.J.P.L.)
| | - José Antônio Freitas Penha
- Agronomic Engineering Course, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (B.S.F.d.F.); (D.S.P.); (J.Y.N.B.); (E.M.d.S.); (W.S.F.); (M.d.S.L.); (L.F.N.); (J.A.F.P.); (J.J.P.L.)
| | - Amanda Soares Santos
- Postgraduate Program in Agricultural Sciences, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (R.R.d.B.); (R.H.B.d.S.); (A.S.S.); (S.d.O.P.-M.)
| | - Juliana Joice Pereira Lima
- Agronomic Engineering Course, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (B.S.F.d.F.); (D.S.P.); (J.Y.N.B.); (E.M.d.S.); (W.S.F.); (M.d.S.L.); (L.F.N.); (J.A.F.P.); (J.J.P.L.)
| | - Stelamaris de Oliveira Paula-Marinho
- Postgraduate Program in Agricultural Sciences, Campus Professora Cinobelina Elvas, Federal University of Piauí, Bom Jesus 64900-000, Piauí, Brazil; (R.R.d.B.); (R.H.B.d.S.); (A.S.S.); (S.d.O.P.-M.)
| | | | - Évelyn Silva de Aguiar
- Postgraduate Program in Environmental Sciences, Center of Sciences of Chapadinha, Federal University of Maranhão, Chapadinha 65500-000, Maranhão, Brazil; (É.S.d.A.); (C.P.d.S.)
| | - Clesivan Pereira dos Santos
- Postgraduate Program in Environmental Sciences, Center of Sciences of Chapadinha, Federal University of Maranhão, Chapadinha 65500-000, Maranhão, Brazil; (É.S.d.A.); (C.P.d.S.)
| | - Enéas Gomes-Filho
- Department of Biochemistry and Molecular Biology, Federal University of Ceará, Fortaleza 60451-970, Ceará, Brazil; (J.H.C.); (E.G.-F.)
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Coutinho FS, Mesquita RO, Rodrigues JM, Zanotti A, Faustino VA, Barros E, Vital CE, de Almeida Oliveira MG, Meira RMSA, Williams TCR, Fontes EPB, Loureiro ME, de Oliveira Ramos HJ. Alterations in the root phenylpropanoid pathway and root-shoot vessel system as main determinants of the drought tolerance of a soybean genotype. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2023; 29:559-577. [PMID: 37187776 PMCID: PMC10172417 DOI: 10.1007/s12298-023-01307-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 04/05/2023] [Accepted: 04/06/2023] [Indexed: 05/17/2023]
Abstract
Climate change increases precipitation variability, particularly in savanna environments. We have used integrative strategies to understand the molecular mechanisms of drought tolerance, which will be crucial for developing improved genotypes. The current study compares the molecular and physiological parameters between the drought-tolerant Embrapa 48 and the sensitive BR16 genotypes. We integrated the root-shoot system's transcriptome, proteome, and metabolome to understand drought tolerance. The results indicated that Embrapa 48 had a greater capacity for water absorption due to alterations in length and volume. Drought tolerance appears to be ABA-independent, and IAA levels in the leaves partially explain the higher root growth. Proteomic profiles revealed up-regulated proteins involved in glutamine biosynthesis and proteolysis, suggesting osmoprotection and explaining the larger root volume. Dysregulated proteins in the roots belong to the phenylpropanoid pathways. Additionally, PR-like proteins involved in the biosynthesis of phenolics may act to prevent oxidative stress and as a substrate for modifying cell walls. Thus, we concluded that alterations in the root-shoot conductive vessel system are critical in promoting drought tolerance. Moreover, photosynthetic parameters from reciprocal grafting experiments indicated that the root system is more essential than the shoots in the drought tolerance mechanism. Finally, we provided a comprehensive overview of the genetic, molecular, and physiological traits involved in drought tolerance mechanisms. Supplementary Information The online version contains supplementary material available at 10.1007/s12298-023-01307-7.
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Affiliation(s)
- Flaviane Silva Coutinho
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal de Viçosa, Viçosa, Minas Gerais Brazil
| | | | - Juliano Mendonça Rodrigues
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal de Viçosa, Viçosa, Minas Gerais Brazil
| | - Analú Zanotti
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais Brazil
| | - Verônica Aparecida Faustino
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal de Viçosa, Viçosa, Minas Gerais Brazil
| | - Edvaldo Barros
- Núcleo de Análise de Biomoléculas (NuBioMol), Centro de Ciências Biológicas, Universidade Federal de Viçosa, Viçosa, Minas Gerais Brazil
| | - Camilo Elber Vital
- Núcleo de Análise de Biomoléculas (NuBioMol), Centro de Ciências Biológicas, Universidade Federal de Viçosa, Viçosa, Minas Gerais Brazil
| | | | | | | | | | | | - Humberto Josué de Oliveira Ramos
- Departamento de Bioquímica e Biologia Molecular, Universidade Federal de Viçosa, Viçosa, Minas Gerais Brazil
- Núcleo de Análise de Biomoléculas (NuBioMol), Centro de Ciências Biológicas, Universidade Federal de Viçosa, Viçosa, Minas Gerais Brazil
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Yaghoubian I, Modarres-Sanavy SAM, Smith DL. Plant growth promoting microorganisms (PGPM) as an eco-friendly option to mitigate water deficit in soybean (Glycine max L.): Growth, physio-biochemical properties and oil content. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2022; 191:55-66. [PMID: 36183672 DOI: 10.1016/j.plaphy.2022.09.013] [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: 03/27/2022] [Revised: 09/12/2022] [Accepted: 09/15/2022] [Indexed: 06/16/2023]
Abstract
Drought, as an important challenge in Iran, affects all growth indicators for plants. Application of plant growth promoting microorganisms (PGPM) can reduce the detrimental effects of water deficit on plants. Two separate field experiments were conducted at the Tehran and Hashtrood sites, Iran in 2019 to study the influences of Azotobacter chroococcum (Az) and Piriformospora indica (Pi) or Az + Pi on growth, physio-biochemical properties and oil content of soybean (Glycine max L.) under water deficit conditions. Although water deficit dramatically reduced the plant height, percent vegetation cover and relative water content (RWC), plots treated with Az and Pi exhibited higher performance mentioned traits at both sites. Besides, co-inoculation of Az and Pi increased proline in Tehran (48.85 and 29.24% in leaf and root, respectively) and Hashtrood (46.91 and 48.91% in leaf and root, respectively) under severe water deficit. Accumulation of glycine betaine, soluble sugars and proteins increased for plots which received Az and Pi. Under severe water deficit conditions, the co-inoculation with Az and Pi enhanced the oil content of soybean by 12.87 and 9.37% at Tehran and Hashtrood sites respectively. Application of Az and Pi resulted in reducing the adverse effects of water deficit on oil quality of soybean by increasing the linoleic and linolenic acid in oil. Moreover, inoculation of soybean with Az and Pi can provide drought tolerance by improving ascorbate peroxidase (APX), catalase (CAT), superoxide dismutase (SOD) and peroxidase (POX) activity. However, co-inoculation with Az and Pi was generally more effective in the alleviation of water deficit detrimental effects than sole inoculation with Az and Pi. Consequently, it can be a good approach for improving tolerance, growth and oil production of soybean under water deficit conditions.
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Affiliation(s)
- Iraj Yaghoubian
- Department of Agronomy, Faculty of Agriculture, Tarbiat Modares University, Tehran, Iran.
| | | | - Donald L Smith
- Department of Plant Sciences, McGill University, Montreal, QC, Canada.
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Metabolic, physiological and anatomical responses of soybean plants under water deficit and high temperature condition. Sci Rep 2022; 12:16467. [PMID: 36183028 PMCID: PMC9526742 DOI: 10.1038/s41598-022-21035-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 09/22/2022] [Indexed: 11/30/2022] Open
Abstract
Water deficit (WD) combined with high temperature (HT) is the major factor limiting agriculture worldwide, and it is predicted to become worse according to the current climate change scenario. It is thus important to understand how current cultivated crops respond to these stress conditions. Here we investigated how four soybean cultivars respond to WD and HT isolated or in combination at metabolic, physiological, and anatomical levels. The WD + HT increased the level of stress in soybean plants when compared to plants under well-watered (WW), WD, or HT conditions. WD + HT exacerbates the increases in ascorbate peroxidase activity, which was associated with the greater photosynthetic rate in two cultivars under WD + HT. The metabolic responses to WD + HT diverge substantially from plants under WW, WD, or HT conditions. Myo-inositol and maltose were identified as WD + HT biomarkers and were connected to subnetworks composed of catalase, amino acids, and both root and leaf osmotic potentials. Correlation-based network analyses highlight that the network heterogeneity increased and a higher integration among metabolic, physiological, and morphological nodes is observed under stress conditions. Beyond unveiling biochemical and metabolic WD + HT biomarkers, our results collectively highlight that the mechanisms behind the acclimation to WD + HT cannot be understood by investigating WD or HT stress separately.
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Alves da Silva A, Oliveira Silva C, do Rosario Rosa V, Silva Santos MF, Naomi Kuki K, Dal-Bianco M, Delmond Bueno R, Alves de Oliveira J, Santos Brito D, Costa AC, Ribeiro C. Metabolic adjustment and regulation of gene expression are essential for increased resistance to severe water deficit and resilience post-stress in soybean. PeerJ 2022; 10:e13118. [PMID: 35321407 PMCID: PMC8935993 DOI: 10.7717/peerj.13118] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 02/23/2022] [Indexed: 01/12/2023] Open
Abstract
Background Soybean is the main oilseed crop grown in the world; however, drought stress affects its growth and physiology, reducing its yield. The objective of this study was to characterize the physiological, metabolic, and genetic aspects that determine differential resistance to water deficit in soybean genotypes. Methods Three soybean genotypes were used in this study, two lineages (L11644 and L13241), and one cultivar (EMBRAPA 48-C48). Plants were grown in pots containing 8 kg of a mixture of soil and sand (2:1) in a greenhouse under sunlight. Soil moisture in the pots was maintained at field capacity until the plants reached the stage of development V4 (third fully expanded leaf). At this time, plants were subjected to three water treatments: Well-Watered (WW) (plants kept under daily irrigation); Water Deficit (WD) (withholding irrigation until plants reached the leaf water potential at predawn of -1.5 ± 0.2 MPa); Rewatered (RW) (plants rehydrated for three days after reached the water deficit). The WW and WD water treatments were evaluated on the eighth day for genotypes L11644 and C48, and on the tenth day for L13241, after interruption of irrigation. For the three genotypes, the treatment RW was evaluated after three days of resumption of irrigation. Physiological, metabolic and gene expression analyses were performed. Results Water deficit inhibited growth and gas exchange in all genotypes. The accumulation of osmolytes and the concentrations of chlorophylls and abscisic acid (ABA) were higher in L13241 under stress. The metabolic adjustment of lineages in response to WD occurred in order to accumulate amino acids, carbohydrates, and polyamines in leaves. The expression of genes involved in drought resistance responses was more strongly induced in L13241. In general, rehydration provided recovery of plants to similar conditions of control treatment. Although the C48 and L11644 genotypes have shown some tolerance and resilience responses to severe water deficit, greater efficiency was observed in the L13241 genotype through adjustments in morphological, physiological, genetic and metabolic characteristics that are combined in the same plant. This study contributes to the advancement in the knowledge about the resistance to drought in cultivated plants and provides bases for the genetic improvement of the soybean culture.
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Affiliation(s)
- Adinan Alves da Silva
- Ecophysiology and Plant Productivity Laboratory, Instituto Federal Goiano-Campus Rio Verde, Rio Verde, Goiás, Brazil
| | - Cíntia Oliveira Silva
- Department of General Biology, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | | | - Kacilda Naomi Kuki
- Department of Agronomy, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Maximiller Dal-Bianco
- Department of Biochemistry and Molecular Biology, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Rafael Delmond Bueno
- Department of Biochemistry and Molecular Biology, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | | | - Danielle Santos Brito
- Department of General Biology, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Alan Carlos Costa
- Ecophysiology and Plant Productivity Laboratory, Instituto Federal Goiano-Campus Rio Verde, Rio Verde, Goiás, Brazil
| | - Cleberson Ribeiro
- Department of General Biology, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
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Remodeling of the cell wall as a drought-tolerance mechanism of a soybean genotype revealed by global gene expression analysis. ABIOTECH 2021; 2:14-31. [PMID: 36304479 PMCID: PMC9590462 DOI: 10.1007/s42994-021-00043-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 03/19/2021] [Indexed: 10/21/2022]
Abstract
Drought stress is major abiotic stress that affects soybean production. Therefore, it is widely desirable that soybean becomes more tolerant to stress. To provide insights into regulatory mechanisms of the stress response, we compared the global gene expression profiles from leaves of two soybean genotypes that display different responses to water-deficit (BR 16 and Embrapa 48, drought-sensitive and drought-tolerant, respectively). After the RNA-seq analysis, a total of 5335 down-regulated and 3170 up-regulated genes were identified in the BR16. On the other hand, the number of genes differentially expressed was markedly lower in the Embrapa 48, 355 up-regulated and 471 down-regulated genes. However, induction and expression of protein kinases and transcription factors indicated signaling cascades involved in the drought tolerance. Overall, the results suggest that the metabolism of pectin is differently modulated in response to drought stress and may play a role in the soybean defense mechanism against drought. This occurs via an increase of the cell wall plasticity and crosslink, which contributed to a higher hydraulic conductance (K f) and relative water content (RWC%). The drought-tolerance mechanism of the Embrapa 48 genotype involves remodeling of the cell wall and increase of the hydraulic conductance to the maintenance of cell turgor and metabolic processes, resulting in the highest leaf RWC, photosynthetic rate (A), transpiration (E) and carboxylation (A/C i). Thus, we concluded that the cell wall adjustment under drought is important for a more efficient water use which promoted a more active photosynthetic metabolism, maintaining higher plant growth under drought stress. Supplementary Information The online version contains supplementary material available at 10.1007/s42994-021-00043-4.
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