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Zhang J, Zhang W, Ding C, Zhao J, Su X, Yuan Z, Chu Y, Huang Q, Su X. Non-Additive Gene Expression in Carbon and Nitrogen Metabolism Drives Growth Heterosis in Populus deltoides. PLANT, CELL & ENVIRONMENT 2025; 48:3529-3543. [PMID: 39789702 PMCID: PMC11963483 DOI: 10.1111/pce.15371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2024] [Revised: 12/18/2024] [Accepted: 12/26/2024] [Indexed: 01/12/2025]
Abstract
Growth heterosis is crucial for Populus deltoides breeding, a key industrial-timber and ecological-construction tree species in temperate regions. However, the molecular mechanisms underlying carbon (C)-nitrogen (N) metabolism coordination in regulating growth heterosis remain unclear. Herein high-hybrids of P. deltoides exhibited high-parent heterosis and mid-parent heterosis in growth traits and key enzymes of C-N metabolism. In hybrids, gene expression patterns were mainly biased toward female parent. Parental contribution to growth heterosis in P. deltoides is differentiation, rather than absolute maternal or paternal dominance contributions. Parental genes were predominantly and dynamically inherited in a non-additive manner, mainly with dominant expression patterns. A total of 44 non-additive genes associated with photosynthetic C fixation, starch and sucrose metabolism, sucrose transport, photorespiration, and nitrogen metabolism coregulated growth heterosis by coordinating C-N metabolism. Growth-regulating factors 4 interacted with DELLA genes to promote growth by enhancing this coordination. Additionally, five critical genes were identified. Briefly, the above genes in high-hybrids improved photosynthesis and N utilisation by regulating carbohydrate accumulation and enzyme activity, while reducing respiratory energy consumption, thereby providing more energy for growth and promoting growth heterosis. Our findings offer new insights and theoretical basis for deep understanding genetic and molecular regulation mechanisms of tree heterosis and its application in precision hybrid breeding.
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Affiliation(s)
- Jing Zhang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of ForestryChinese Academy of ForestryBeijingChina
- State Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of ForestryChinese Academy of ForestryBeijingChina
| | - Weixi Zhang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of ForestryChinese Academy of ForestryBeijingChina
- State Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of ForestryChinese Academy of ForestryBeijingChina
| | - Changjun Ding
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of ForestryChinese Academy of ForestryBeijingChina
- State Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of ForestryChinese Academy of ForestryBeijingChina
| | | | - Xuehui Su
- Jiaozuo Academy of Agriculture and Forestry SciencesJiaozuoChina
| | - Zhengsai Yuan
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of ForestryChinese Academy of ForestryBeijingChina
- State Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of ForestryChinese Academy of ForestryBeijingChina
| | - Yanguang Chu
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of ForestryChinese Academy of ForestryBeijingChina
- State Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of ForestryChinese Academy of ForestryBeijingChina
| | - Qinjun Huang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of ForestryChinese Academy of ForestryBeijingChina
- State Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of ForestryChinese Academy of ForestryBeijingChina
| | - Xiaohua Su
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of ForestryChinese Academy of ForestryBeijingChina
- State Key Laboratory of Tree Breeding and Cultivation of State Forestry Administration, Research Institute of ForestryChinese Academy of ForestryBeijingChina
- Co‐Innovation Center for Sustainable Forestry in Southern ChinaNanjing Forestry UniversityNanjingChina
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2
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Feng Y, Zhao Y, Ma Y, Chen X, Shi H. Integrative physiological and transcriptome analysis unravels the mechanism of low nitrogen use efficiency in burley tobacco. PLANT DIRECT 2024; 8:e70004. [PMID: 39435449 PMCID: PMC11491304 DOI: 10.1002/pld3.70004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 07/29/2024] [Accepted: 09/02/2024] [Indexed: 10/23/2024]
Abstract
Burley tobacco, a chlorophyll-deficient mutant with impaired nitrogen use efficiency (NUE), generally requires three to five times more nitrogen fertilization than flue-cured tobacco to achieve a comparable yield, which generates serious environmental pollution and negatively affects human health. Therefore, exploring the mechanisms underlying NUE is an effective measure to reduce environmental pollution and an essential direction for burley tobacco plant improvement. Physiological and genetic factors affecting tobacco NUE were identified using two tobacco genotypes with contrasting NUE in hydroponic experiments. Nitrogen use inefficient genotype (TN90) had lower nitrogen uptake and transport efficiencies, reduced leaf and root biomass, lower nitrogen assimilation and photosynthesis capacity, and lower nitrogen remobilization ability than the nitrogen use efficient genotype (K326). Transcriptomic analysis revealed that genes associated with photosynthesis, carbon fixation, and nitrogen metabolism are implicated in NUE. Three nitrate transporter genes in the leaves (NPF2.11, NPF2.13, and NPF3.1) and three nitrate transporter genes (NPF6.3, NRT2.1, and NRT2.4) in roots were down-regulated by nitrogen starvation, all of which showed lower expression in TN90 than in K326. In addition, the protein-protein interaction (PPI) network diagram identified eight key genes (TPIP1, GAPB, HEMB, PGK3, PSBO, PSBP2, PSAG, and GLN2) that may affect NUE. Less advantageous changes in nitrogen uptake, nitrogen assimilation in combination with nitrogen remobilization, and maintenance of photosynthesis in response to nitrogen deficiency led to a lower NUE in TN90. The key genes (TPIP1, GAPB, PGK3, PSBO, PSBP2, PSAG, and GLN2) were associated with improving photosynthesis and nitrogen metabolism in tobacco plants grown under N-deficient conditions.
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Affiliation(s)
- Yuqing Feng
- College of TobaccoHenan Agricultural UniversityZhengzhouChina
| | - Yuanyuan Zhao
- College of TobaccoHenan Agricultural UniversityZhengzhouChina
| | - Yanjun Ma
- Technology CenterShanghai Tobacco Group Beijing Cigarette Factory Co., Ltd.BeijingChina
| | - Xiaolong Chen
- China Tobacco Henan Industrial Co., Ltd.ZhengzhouHenanChina
| | - Hongzhi Shi
- College of TobaccoHenan Agricultural UniversityZhengzhouChina
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3
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Zhang C, Li Y, Yang T, Shi M. Overexpression of PsAMT1.2 in poplar enhances nitrogen utilization and resistance to drought stress. TREE PHYSIOLOGY 2023; 43:1796-1810. [PMID: 37384396 DOI: 10.1093/treephys/tpad082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/28/2023] [Revised: 06/07/2023] [Accepted: 06/20/2023] [Indexed: 07/01/2023]
Abstract
Ammonium is an important form of inorganic nitrogen, which is essential for plant growth and development, and the uptake of ammonium is mediated by different members of ammonium transporters (AMTs). It is reported that PsAMT1.2 is specially expressed in the root of poplar, and the overexpression of PsAMT1.2 could improve plant growth and the salt tolerance of poplar. However, the role of AMTs in plant drought and low nitrogen (LN) resistance remains unclear. To understand the role of PsAMT1.2 in drought and LN tolerance, the response of PsAMT1.2-overexpression poplar to polyethylene glycol (PEG)-simulated drought stress (5% PEG) under LN (0.001 mM NH4NO3) and moderate nitrogen (0.5 mM NH4NO3) conditions was investigated. The PsAMT1.2-overexpression poplar showed better growth with increased stem increment, net photosynthetic rate, chlorophyll content, root length, root area, average root diameter and root volume under drought and/or LN stress compared with the wild type (WT). Meanwhile, the content of malondialdehyde significantly decreased, and the activities of superoxide dismutase and catalase significantly increased in the roots and leaves of PsAMT1.2-overexpression poplar compared with WT. The content of NH4+ and NO2- in the roots and leaves of PsAMT1.2-overexpression poplar was increased, and nitrogen metabolism-related genes, such as GS1.3, GS2, Fd-GOGAT and NADH-GOGAT, were significantly upregulated in the roots and/or leaves of PsAMT1.2-overexpression poplar compared with WT under drought and LN stress. The result of this study would be helpful for understanding the function of PsAMT1.2 in plant drought and LN tolerance and also provides a new insight into improving the drought and LN tolerance of Populus at the molecular level.
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Affiliation(s)
- Chunxia Zhang
- College of Forestry, Northwest A&F University, 3 Taicheng Road, Yangling 712100, Shaanxi Province, China
| | - Yang Li
- College of Forestry, Northwest A&F University, 3 Taicheng Road, Yangling 712100, Shaanxi Province, China
| | - Tianli Yang
- College of Forestry, Northwest A&F University, 3 Taicheng Road, Yangling 712100, Shaanxi Province, China
| | - Mengting Shi
- College of Forestry, Northwest A&F University, 3 Taicheng Road, Yangling 712100, Shaanxi Province, China
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4
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Xiong H, Ma H, Zhao H, Yang L, Hu B, Wang J, Shi X, Zhang Y, Rennenberg H. Integrated physiological, proteome and gene expression analyses provide new insights into nitrogen remobilization in citrus trees. TREE PHYSIOLOGY 2022; 42:1628-1645. [PMID: 35225347 DOI: 10.1093/treephys/tpac024] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 02/22/2022] [Indexed: 06/14/2023]
Abstract
Nitrogen (N) remobilization is an important physiological process that supports the growth and development of trees. However, in evergreen broad-leaved tree species, such as citrus, the mechanisms of N remobilization are not completely understood. Therefore, we quantified the potential of N remobilization from senescing leaves of spring shoots to mature leaves of autumn shoots of citrus trees under different soil N availabilities and further explored the underlying N metabolism characteristics by physiological, proteome and gene expression analyses. Citrus exposed to low N had an approximately 38% N remobilization efficiency (NRE), whereas citrus exposed to high N had an NRE efficiency of only 4.8%. Integrated physiological, proteomic and gene expression analyses showed that photosynthesis, N and carbohydrate metabolism interact with N remobilization. The improvement of N metabolism and photosynthesis, the accumulation of proline and arginine, and delayed degradation of storage protein in senescing leaves are the result of sufficient N supply and low N remobilization. Proteome further showed that energy generation proteins and glutamate synthase were hub proteins affecting N remobilization. In addition, N requirement of mature leaves is likely met by soil supply at high N nutrition, thereby resulting in low N remobilization. These results provide insight into N remobilization mechanisms of citrus that are of significance for N fertilizer management in orchards.
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Affiliation(s)
- Huaye Xiong
- Center of Molecular Ecophysiology (CMEP), College of Resources and Environment, Southwest University, Chongqing 400716, China
| | - Haotian Ma
- Health Science Center, Xi' an Jiaotong University, Xi'an 710061, China
| | - Huanyu Zhao
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, College of Resources and Environment, Southwest University, Chongqing 400716, China
| | - Linsheng Yang
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, College of Resources and Environment, Southwest University, Chongqing 400716, China
| | - Bin Hu
- Center of Molecular Ecophysiology (CMEP), College of Resources and Environment, Southwest University, Chongqing 400716, China
| | - Jie Wang
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, College of Resources and Environment, Southwest University, Chongqing 400716, China
| | - Xiaojun Shi
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, College of Resources and Environment, Southwest University, Chongqing 400716, China
| | - Yueqiang Zhang
- Interdisciplinary Research Center for Agriculture Green Development in Yangtze River Basin, College of Resources and Environment, Southwest University, Chongqing 400716, China
| | - Heinz Rennenberg
- Center of Molecular Ecophysiology (CMEP), College of Resources and Environment, Southwest University, Chongqing 400716, China
- Chair of Tree Physiology, Institute of Forest Sciences, Albert-Ludwigs-Universität Freiburg Georges-Köhler-Allee 53/54, 79110 Freiburg, Germany
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5
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Han M, Xu X, Li X, Xu M, Hu M, Xiong Y, Feng J, Wu H, Zhu H, Su T. New Insight into Aspartate Metabolic Pathways in Populus: Linking the Root Responsive Isoenzymes with Amino Acid Biosynthesis during Incompatible Interactions of Fusarium solani. Int J Mol Sci 2022; 23:ijms23126368. [PMID: 35742809 PMCID: PMC9224274 DOI: 10.3390/ijms23126368] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 06/05/2022] [Accepted: 06/06/2022] [Indexed: 01/10/2023] Open
Abstract
Integrating amino acid metabolic pathways into plant defense and immune systems provides the building block for stress acclimation and host-pathogen interactions. Recent progress in L-aspartate (Asp) and its deployed metabolic pathways highlighted profound roles in plant growth and defense modulation. Nevertheless, much remains unknown concerning the multiple isoenzyme families involved in Asp metabolic pathways in Populus trichocarpa, a model tree species. Here, we present comprehensive features of 11 critical isoenzyme families, representing biological significance in plant development and stress adaptation. The in silico prediction of the molecular and genetic patterns, including phylogenies, genomic structures, and chromosomal distribution, identify 44 putative isoenzymes in the Populus genome. Inspection of the tissue-specific expression demonstrated that approximately 26 isogenes were expressed, predominantly in roots. Based on the transcriptomic atlas in time-course experiments, the dynamic changes of the genes transcript were explored in Populus roots challenged with soil-borne pathogenic Fusarium solani (Fs). Quantitative expression evaluation prompted 12 isoenzyme genes (PtGS2/6, PtGOGAT2/3, PtAspAT2/5/10, PtAS2, PtAspg2, PtAlaAT1, PtAK1, and PtAlaAT4) to show significant induction responding to the Fs infection. Using high-performance liquid chromatography (HPLC) and non-target metabolomics assay, the concurrent perturbation on levels of Asp-related metabolites led to findings of free amino acids and derivatives (e.g., Glutamate, Asp, Asparagine, Alanine, Proline, and α-/γ-aminobutyric acid), showing marked differences. The multi-omics integration of the responsive isoenzymes and differential amino acids examined facilitates Asp as a cross-talk mediator involved in metabolite biosynthesis and defense regulation. Our research provides theoretical clues for the in-depth unveiling of the defense mechanisms underlying the synergistic effect of fine-tuned Asp pathway enzymes and the linked metabolite flux in Populus.
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Affiliation(s)
- Mei Han
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
| | - Xianglei Xu
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
- Key Laboratory of State Forestry Administration on Subtropical Forest Biodiversity Conservation, Nanjing Forestry University, Nanjing 210037, China
| | - Xue Li
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
- Key Laboratory of State Forestry Administration on Subtropical Forest Biodiversity Conservation, Nanjing Forestry University, Nanjing 210037, China
| | - Mingyue Xu
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
| | - Mei Hu
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
- Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, Shanghai 201602, China
| | - Yuan Xiong
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
- Key Laboratory of State Forestry Administration on Subtropical Forest Biodiversity Conservation, Nanjing Forestry University, Nanjing 210037, China
| | - Junhu Feng
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
| | - Hao Wu
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
- Key Laboratory of State Forestry Administration on Subtropical Forest Biodiversity Conservation, Nanjing Forestry University, Nanjing 210037, China
| | - Hui Zhu
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
- Key Laboratory of State Forestry Administration on Subtropical Forest Biodiversity Conservation, Nanjing Forestry University, Nanjing 210037, China
| | - Tao Su
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China; (M.H.); (X.X.); (X.L.); (M.X.); (M.H.); (Y.X.); (J.F.); (H.W.); (H.Z.)
- Key Laboratory of State Forestry Administration on Subtropical Forest Biodiversity Conservation, Nanjing Forestry University, Nanjing 210037, China
- Correspondence: ; Tel.: +86-1589-598-3381
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6
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Ávila C, Llebrés MT, Castro-Rodríguez V, Lobato-Fernández C, Reymond I, Harvengt L, Trontin JF, Cánovas FM. Identification of Metabolic Pathways Differentially Regulated in Somatic and Zygotic Embryos of Maritime Pine. FRONTIERS IN PLANT SCIENCE 2022; 13:877960. [PMID: 35665168 PMCID: PMC9159154 DOI: 10.3389/fpls.2022.877960] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 04/18/2022] [Indexed: 06/15/2023]
Abstract
Embryogenesis is a complex phase of conifer development involving hundreds of genes, and a proper understanding of this process is critical not only to produce embryos with different applied purposes but also for comparative studies with angiosperms. A global view of transcriptome dynamics during pine somatic and zygotic embryogenesis is currently missing. Here, we present a genome-wide transcriptome analysis of somatic and zygotic embryos at three developmental stages to identify conserved biological processes and gene functions during late embryogenesis. Most of the differences became more significant as the developmental process progressed from early to cotyledonary stages, and a higher number of genes were differentially expressed in somatic than in zygotic embryos. Metabolic pathways substantially affected included those involved in amino acid biosynthesis and utilization, and this difference was already observable at early developmental stages. Overall, this effect was found to be independent of the line (genotype) used to produce the somatic embryos. Additionally, transcription factors differentially expressed in somatic versus zygotic embryos were analyzed. Some potential hub regulatory genes were identified that can provide clues as to what transcription factors are controlling the process and to how the observed differences between somatic and zygotic embryogenesis in conifers could be regulated.
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Affiliation(s)
- Concepción Ávila
- Grupo de Biología Molecular y Biotecnología (BIO-114), Universidad de Málaga, Málaga, Spain
| | - María Teresa Llebrés
- Grupo de Biología Molecular y Biotecnología (BIO-114), Universidad de Málaga, Málaga, Spain
| | | | - César Lobato-Fernández
- Grupo de Biología Molecular y Biotecnología (BIO-114), Universidad de Málaga, Málaga, Spain
| | - Isabelle Reymond
- BioForBois, Pôle Industrie Bois Construction, Institut Technologique FCBA, Cestas, France
| | - Luc Harvengt
- BioForBois Laboratory, Pôle Industrie Bois Construction, Institut Technologique FCBA, Bordeaux, France
| | - Jean-François Trontin
- BioForBois, Pôle Industrie Bois Construction, Institut Technologique FCBA, Cestas, France
| | - Francisco M Cánovas
- Grupo de Biología Molecular y Biotecnología (BIO-114), Universidad de Málaga, Málaga, Spain
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Lebedev VG, Popova AA, Shestibratov KA. Genetic Engineering and Genome Editing for Improving Nitrogen Use Efficiency in Plants. Cells 2021; 10:cells10123303. [PMID: 34943810 PMCID: PMC8699818 DOI: 10.3390/cells10123303] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 11/18/2021] [Accepted: 11/23/2021] [Indexed: 12/15/2022] Open
Abstract
Low nitrogen availability is one of the main limiting factors for plant growth and development, and high doses of N fertilizers are necessary to achieve high yields in agriculture. However, most N is not used by plants and pollutes the environment. This situation can be improved by enhancing the nitrogen use efficiency (NUE) in plants. NUE is a complex trait driven by multiple interactions between genetic and environmental factors, and its improvement requires a fundamental understanding of the key steps in plant N metabolism—uptake, assimilation, and remobilization. This review summarizes two decades of research into bioengineering modification of N metabolism to increase the biomass accumulation and yield in crops. The expression of structural and regulatory genes was most often altered using overexpression strategies, although RNAi and genome editing techniques were also used. Particular attention was paid to woody plants, which have great economic importance, play a crucial role in the ecosystems and have fundamental differences from herbaceous species. The review also considers the issue of unintended effects of transgenic plants with modified N metabolism, e.g., early flowering—a research topic which is currently receiving little attention. The future prospects of improving NUE in crops, essential for the development of sustainable agriculture, using various approaches and in the context of global climate change, are discussed.
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Affiliation(s)
- Vadim G. Lebedev
- Forest Biotechnology Group, Branch of the Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, 142290 Pushchino, Russia;
- Correspondence:
| | - Anna A. Popova
- Department of Botany and Plant Physiology, Voronezh State University of Forestry and Technologies named after G.F. Morozov, 394087 Voronezh, Russia;
| | - Konstantin A. Shestibratov
- Forest Biotechnology Group, Branch of the Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, 142290 Pushchino, Russia;
- Department of Botany and Plant Physiology, Voronezh State University of Forestry and Technologies named after G.F. Morozov, 394087 Voronezh, Russia;
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8
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Chen C, Chu Y, Huang Q, Zhang W, Ding C, Zhang J, Li B, Zhang T, Li Z, Su X. Morphological, physiological, and transcriptional responses to low nitrogen stress in Populus deltoides Marsh. clones with contrasting nitrogen use efficiency. BMC Genomics 2021; 22:697. [PMID: 34579659 PMCID: PMC8474845 DOI: 10.1186/s12864-021-07991-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Accepted: 09/07/2021] [Indexed: 12/02/2022] Open
Abstract
Background Nitrogen (N) is one of the main factors limiting the wood yield in poplar cultivation. Understanding the molecular mechanism of N utilization could play a guiding role in improving the nitrogen use efficiency (NUE) of poplar. Results In this study, three N-efficient genotypes (A1-A3) and three N-inefficient genotypes (C1-C3) of Populus deltoides were cultured under low N stress (5 μM NH4NO3) and normal N supply (750 μM NH4NO3). The dry matter mass, leaf morphology, and chlorophyll content of both genotypes decreased under N starvation. The low nitrogen adaptation coefficients of the leaves and stems biomass of group A were significantly higher than those of group C (p < 0.05). Interestingly, N starvation induced fine root growth in group A, but not in group C. Next, a detailed time-course analysis of enzyme activities and gene expression in leaves identified 2062 specifically differentially expressed genes (DEGs) in group A and 1118 in group C. Moreover, the sensitivity to N starvation of group A was weak, and DEGs related to hormone signal transduction and stimulus response played an important role in the low N response this group. Weighted gene co-expression network analysis identified genes related to membranes, catalytic activity, enzymatic activity, and response to stresses that might be critical for poplar’s adaption to N starvation and these genes participated in the negative regulation of various biological processes. Finally, ten influential hub genes and twelve transcription factors were identified in the response to N starvation. Among them, four hub genes were related to programmed cell death and the defense response, and PodelWRKY18, with high connectivity, was involved in plant signal transduction. The expression of hub genes increased gradually with the extension of low N stress time, and the expression changes in group A were more obvious than those in group C. Conclusions Under N starvation, group A showed stronger adaptability and better NUE than group C in terms of morphology and physiology. The discovery of hub genes and transcription factors might provide new information for the analysis of the molecular mechanism of NUE and its improvement in poplar. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-07991-7.
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Affiliation(s)
- Cun Chen
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China.,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China
| | - Yanguang Chu
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China.,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China
| | - Qinjun Huang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China.,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China
| | - Weixi Zhang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China.,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China
| | - Changjun Ding
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China.,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China
| | - Jing Zhang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China.,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China
| | - Bo Li
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China.,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China
| | - Tengqian Zhang
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China.,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China
| | - Zhenghong Li
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China.,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China
| | - Xiaohua Su
- State Key Laboratory of Tree Genetics and Breeding, Research Institute of Forestry, Chinese Academy of Forestry, Beijing, China. .,Key Laboratory of Tree Breeding and Cultivation, State Forestry and Grassland Administration, Beijing, China. .,Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, Jiangsu Province, China.
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Liu J, Sun Y, Liu W, Tan Z, Jiang J, Li Y. Association of spectroscopically determined leaf nutrition related traits and breeding selection in Sassafras tzumu. PLANT METHODS 2021; 17:33. [PMID: 33789705 PMCID: PMC8010991 DOI: 10.1186/s13007-021-00734-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Accepted: 03/19/2021] [Indexed: 06/12/2023]
Abstract
BACKGROUND Plant traits related to nutrition have an influential role in tree growth, tree production and nutrient cycling. Therefore, the breeding program should consider the genetics of the traits. However, the measurement methods could seriously affect the progress of breeding selection program. In this study, we tested the ability of spectroscopy to quantify the specific leaf nutrition traits including anthocyanins (ANTH), flavonoids (FLAV) and nitrogen balance index (NBI), and estimated the genetic variation of these leaf traits based on the spectroscopic predicted data. Fresh leaves of Sassafras tzumu were selected for spectral collection and ANTH, FLAV and NBI concentrations measurement by standard analytical methods. Partial least squares regression (PLSR), five spectra pre-processing methods, and four variable selection algorisms were conducted for the optimal model selection. Each trait model was simulated 200 times for error estimation. RESULTS The standard normal variate (SNV) to the ANTH model and 1st derivatives to the FLAV and NBI models, combined with significant Multivariate Correlation (sMC) algorithm variable selection are finally regarded as the best performance models. The ANTH model produced the highest accuracy of prediction with a mean R2 of 0.72 and mean RMSE of 0.10%, followed by FLAV and NBI model (mean R2 of 0.58, mean RMSE of 0.11% and mean R2 of 0.44, mean RMSE of 0.04%). High heritability was found for ANTH, FLAV and NBI with h2 of 0.78, 0.58 and 0.61 respectively. It shows that it is beneficial and possible for breeding selection to the improvement of leaf nutrition traits. CONCLUSIONS Spectroscopy can successfully characterize the leaf nutrition traits in living tree leaves and the ability to simultaneous multiple plant traits provides a promising and high-throughput tool for the quick analysis of large size samples and serves for genetic breeding program.
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Affiliation(s)
- Jun Liu
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang, 311400, Zhejiang, China
| | - Yang Sun
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang, 311400, Zhejiang, China
- College of Forestry, Nanjing Forestry University, Nanjing, People's Republic of China
| | - Wenjian Liu
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang, 311400, Zhejiang, China
| | - Zifeng Tan
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang, 311400, Zhejiang, China
| | - Jingmin Jiang
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang, 311400, Zhejiang, China
| | - Yanjie Li
- Research Institute of Subtropical Forestry, Chinese Academy of Forestry, Fuyang, 311400, Zhejiang, China.
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Castro-Rodríguez V, Ávila C, Cánovas FM. Getting more bark for your buck: nitrogen economy of deciduous forest trees. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:4369-4372. [PMID: 32710786 DOI: 10.1093/jxb/eraa238] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
This article comments on:
Li G, Lin R, Egekwu C, Blakeslee J, Lin J, Pettengill E, Murphy AS, Peer WA, Islam N, Babst BA, Gao F, Komarov S, Tai Y-C, Coleman GD. 2020. Seasonal nitrogen remobilization and the role of auxin transport in poplar trees. Journal of Experimental Botany 71, 4512–4530.
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Affiliation(s)
- Vanessa Castro-Rodríguez
- Grupo de Biología Molecular y Biotecnología de Plantas (BIO-114), Facultad de Ciencias, Universidad de Málaga, Málaga, Spain
| | - Concepción Ávila
- Grupo de Biología Molecular y Biotecnología de Plantas (BIO-114), Facultad de Ciencias, Universidad de Málaga, Málaga, Spain
| | - Francisco M Cánovas
- Grupo de Biología Molecular y Biotecnología de Plantas (BIO-114), Facultad de Ciencias, Universidad de Málaga, Málaga, Spain
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Li G, Lin R, Egekwu C, Blakeslee J, Lin J, Pettengill E, Murphy AS, Peer WA, Islam N, Babst BA, Gao F, Komarov S, Tai YC, Coleman GD. Seasonal nitrogen remobilization and the role of auxin transport in poplar trees. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:4512-4530. [PMID: 32161967 PMCID: PMC7382381 DOI: 10.1093/jxb/eraa130] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2019] [Accepted: 03/06/2020] [Indexed: 05/31/2023]
Abstract
Seasonal nitrogen (N) cycling in Populus, involves bark storage proteins (BSPs) that accumulate in bark phloem parenchyma in the autumn and decline when shoot growth resumes in the spring. Little is known about the contribution of BSPs to growth or the signals regulating N remobilization from BSPs. Knockdown of BSP accumulation via RNAi and N sink manipulations were used to understand how BSP storage influences shoot growth. Reduced accumulation of BSPs delayed bud break and reduced shoot growth following dormancy. Further, 13N tracer studies also showed that BSP accumulation is an important factor in N partitioning from senescing leaves to bark. Thus, BSP accumulation has a role in N remobilization during N partitioning both from senescing leaves to bark and from bark to expanding shoots once growth commences following dormancy. The bark transcriptome during BSP catabolism and N remobilization was enriched in genes associated with auxin transport and signaling, and manipulation of the source of auxin or auxin transport revealed a role for auxin in regulating BSP catabolism and N remobilization. Therefore, N remobilization appears to be regulated by auxin produced in expanding buds and shoots that is transported to bark where it regulates protease gene expression and BSP catabolism.
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Affiliation(s)
- Gen Li
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, USA
| | - Rongshoung Lin
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, USA
| | - Chioma Egekwu
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, USA
| | - Joshua Blakeslee
- OARDC Metabolite Analysis Center, Department of Horticulture and Crop Science, The Ohio State University, Wooster, USA
| | - Jinshan Lin
- OARDC Metabolite Analysis Center, Department of Horticulture and Crop Science, The Ohio State University, Wooster, USA
| | - Emily Pettengill
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, USA
| | - Angus S Murphy
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, USA
| | - Wendy A Peer
- Department of Environmental Science and Technology, University of Maryland, College Park, USA
| | - Nazrul Islam
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, USA
| | - Benjamin A Babst
- College of Forestry, Agriculture and Natural Resources, University of Arkansas at Monticello, Monticello, USA
| | - Fei Gao
- College of Forestry, Agriculture and Natural Resources, University of Arkansas at Monticello, Monticello, USA
| | - Sergey Komarov
- Department of Radiology, Washington University in St. Louis, St. Louis, USA
| | - Yuan-Chuan Tai
- Department of Radiology, Washington University in St. Louis, St. Louis, USA
| | - Gary D Coleman
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, USA
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Lyu Y, Porat R, Yermiyahu U, Heler Y, Holland D, Dag A. Effects of nitrogen fertilization on pomegranate fruit, aril and juice quality. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2020; 100:1678-1686. [PMID: 31803940 DOI: 10.1002/jsfa.10182] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Revised: 11/25/2019] [Accepted: 11/30/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND Nitrogen (N) fertilization influences plant growth and yield, and may also affect fruit quality. For two consecutive seasons, we examined the effects of various N fertilization levels - 5 to 200 mg L-1 - on pomegranate fruit, aril and juice quality. Evaluations included fruit and aril weight, size and color, appearance of peel blemishes, internal black rot and nutritional composition of extracted juices. RESULTS Nitrogen fertilization affected pomegranate fruit, aril and juice quality. The most pronounced effects were observed in trees grown under the lowest N fertilization level, which bore smaller fruit and arils, the latter with lighter color; the fruit suffered from sunburn, and the juice had lower total soluble solid, acidity and anthocyanin contents. The proportion of edible aril weight per total fruit weight gradually increased with an increase in N fertilization concentration. In contrast, N fertilization did not affect peel color, roughness or cracking incidence. Black rot incidence increased with increasing N concentration. CONCLUSIONS Nitrogen fertilization affected pomegranate fruit, aril and juice quality, and the total number of marketable fruits per tree. The optimal N fertilization levels, which were most beneficial for achieving high-quality marketable fruit, were between 40 and 100 mg L-1 . © 2019 Society of Chemical Industry.
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Affiliation(s)
- Yang Lyu
- Gilat Research Center, Agricultural Research Organization (ARO), Volcani Center, Gilat, Israel
- Department of Plant Nutrition, College of Resources and Environmental Sciences, China Agricultural University, Beijing, China
| | - Ron Porat
- Department of Postharvest Science of Fresh Produce, Agricultural Research Organization (ARO), Volcani Center, Rishon LeZion, Israel
| | - Uri Yermiyahu
- Gilat Research Center, Agricultural Research Organization (ARO), Volcani Center, Gilat, Israel
| | - Yehuda Heler
- Gilat Research Center, Agricultural Research Organization (ARO), Volcani Center, Gilat, Israel
- Institute of Plant Sciences and Genetics in Agriculture, Robert H. Smith Faculty of Agriculture, Food and Environment, The Hebrew University of Jerusalem, Rehovot, Israel
| | - Doron Holland
- Newe-Ya'ar Research Center, Agricultural Research Organization (ARO), Volcani Center, Ramat Yishay, Israel
| | - Arnon Dag
- Gilat Research Center, Agricultural Research Organization (ARO), Volcani Center, Gilat, Israel
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Soliman M, Elkelish A, Souad T, Alhaithloul H, Farooq M. Brassinosteroid seed priming with nitrogen supplementation improves salt tolerance in soybean. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2020; 26:501-511. [PMID: 32205926 PMCID: PMC7078400 DOI: 10.1007/s12298-020-00765-7] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2019] [Revised: 11/27/2019] [Accepted: 01/14/2020] [Indexed: 05/21/2023]
Abstract
This study was conducted to evaluate the influence of brassinosteroid (24-epibrassinolide, EBL) seed priming and optimal nitrogen (N) supply in improving salt tolerance in soybean. The experimental treatments were (a) control (nutrient solution without N and without EBL priming), (b) nutrient solution without N and EBL seed priming, (c) N supplemented nutrient solution without EBL priming and (d) EBL seed priming + N supplemented nutrient solution under optimal (0 mM NaCl) and salt stress (0 mM NaCl) conditions. Salt stress caused significant reduction in growth and biomass accumulation of soybean. However, EBL seed priming and application of N improved the soybean performance under optimal and salt stress conditions. In this regard, treatments receiving both EBL and N were more effective. EBL priming and N, alone and in combination, triggered the accumulation of osmolytes including proline, glycine betaine and sugars resulting in better photo-protection through maintenance of tissue water content. Antioxidant activity and osmolyte accumulation significantly increased due to combined treatment of N and EBL under normal as well as salt stress conditions. In conclusion, salt stress caused reduction in growth and biomass soybean due to oxidative damage and osmotic stresses. However, soybean performance was improved by seed priming with EBL. Supplementation of N further improved the effectiveness of EBL treatment in improving salt tolerance in soybean.
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Affiliation(s)
- Mona Soliman
- Biology Department, Faculty of Science, Taibah University, Yanbu, Saudi Arabia
- Botany and Microbiology Department, Faculty of Science, Cairo University, Giza, Egypt
| | - Amr Elkelish
- Botany Department, Faculty of Science, Suez Canal University, Ismailia, Egypt
| | - Trabelsi Souad
- Biology Department, Faculty of Science, Taibah University, Yanbu, Saudi Arabia
| | - Haifa Alhaithloul
- Biology Department, Science College, Jouf University, Sakaka, Saudi Arabia
| | - Muhammad Farooq
- Department of Crop Sciences, College of Agricultural and Marine Sciences, Sultan Qaboos University, Al-Khoud, Oman
- Department of Agronomy, University of Agriculture, Faisalabad, 38040 Pakistan
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Llebrés MT, Pascual MB, Valle C, de la Torre FN, Valderrama-Martin JM, Gómez L, Avila C, Cánovas FM. Structural and Functional Characteristics of Two Molecular Variants of the Nitrogen Sensor PII in Maritime Pine. FRONTIERS IN PLANT SCIENCE 2020; 11:823. [PMID: 32612622 PMCID: PMC7308587 DOI: 10.3389/fpls.2020.00823] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 05/22/2020] [Indexed: 05/04/2023]
Abstract
High levels of nitrogen are stored as arginine during the last stages of seed formation in maritime pine (Pinus pinaster Aiton). The protein sensor PII regulates the feedback inhibition of arginine biosynthesis through interaction with the key enzyme N-acetylglutamate kinase (NAGK). In this study, the structural and functional characteristics of PII have been investigated in maritime pine to get insights into the regulation of arginine metabolism. Two different forms of PII have been identified, PpPIIa and PpPIIb, which differ in their amino acid sequence and most likely correspond to splicing variants of a single gene in the pine genome. Two PII variants are also present in other pine species but not in other conifers such as spruces. PpPIIa and PpPIIb are trimeric proteins for which structural modeling predicts similar tridimensional protein core structures. Both are located in the chloroplast, where the PII-target enzyme PpNAGK is also found. PpPIIa, PpPIIb, and PpNAGK have been recombinantly produced to investigate the formation of NAGK-PII complexes. The interaction of PpPIIa/PpPIIb and PpNAGK may be enhanced by glutamine and contribute to relieve the feedback inhibition of PpNAGK by arginine. Expression analysis of PpPII genes revealed that PpIIa transcripts were predominant during embryogenesis and germination. The potential roles of PpPIIa and PpPIIb in the regulation of arginine metabolism of maritime pine are discussed.
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Affiliation(s)
- María Teresa Llebrés
- Grupo de Biología Molecular y Biotecnología de Plantas, Departamento de Biología Molecular y Bioquímica, Faculty of Science, Universidad de Málaga, Campus Universitario de Teatinos, Málaga, Spain
| | - María Belén Pascual
- Grupo de Biología Molecular y Biotecnología de Plantas, Departamento de Biología Molecular y Bioquímica, Faculty of Science, Universidad de Málaga, Campus Universitario de Teatinos, Málaga, Spain
| | - Carolina Valle
- Grupo de Biología Molecular y Biotecnología de Plantas, Departamento de Biología Molecular y Bioquímica, Faculty of Science, Universidad de Málaga, Campus Universitario de Teatinos, Málaga, Spain
| | - Fernando N. de la Torre
- Grupo de Biología Molecular y Biotecnología de Plantas, Departamento de Biología Molecular y Bioquímica, Faculty of Science, Universidad de Málaga, Campus Universitario de Teatinos, Málaga, Spain
| | - José Miguel Valderrama-Martin
- Grupo de Biología Molecular y Biotecnología de Plantas, Departamento de Biología Molecular y Bioquímica, Faculty of Science, Universidad de Málaga, Campus Universitario de Teatinos, Málaga, Spain
| | - Luis Gómez
- Centro de Biotecnología y Genómica de Plantas, Campus de Excelencia Internacional de Montegancedo, Parque Científico y Tecnológico de la Universidad Politécnica de Madrid, Madrid, Spain
| | - Concepción Avila
- Grupo de Biología Molecular y Biotecnología de Plantas, Departamento de Biología Molecular y Bioquímica, Faculty of Science, Universidad de Málaga, Campus Universitario de Teatinos, Málaga, Spain
| | - Francisco M. Cánovas
- Grupo de Biología Molecular y Biotecnología de Plantas, Departamento de Biología Molecular y Bioquímica, Faculty of Science, Universidad de Málaga, Campus Universitario de Teatinos, Málaga, Spain
- *Correspondence: Francisco M. Cánovas,
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Effects of Phosphate-Solubilizing Bacteria and N2-fixing Bacteria on Nutrient Uptake, Plant Growth, and Bioactive Compound Accumulation in Cyclocarya paliurus (Batal.) Iljinskaja. FORESTS 2019. [DOI: 10.3390/f10090772] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Research Highlights: We firstly interpreted nutritional mechanisms involved in growth regulation and phytochemical accumulation in Cyclocarya paliurus (Batal.) Iljinskaja under three inoculant types, and selected bacterial inoculations for multiple purposes of C. paliurus plantation. Co-inoculation with phosphate-solubilizing bacteria (PSB) and N2-fixing bacteria (NFB) performed better in growth promotion and nutrient uptake than single bacterial inoculation. Background and Objectives: C. paliurus is a well-known medicinal plant as it accumulates bioactive compounds (BC) such as flavonoids, triterpenoids, and polysaccharides, in its leaves. However, the effects of plant growth-promoting rhizobacteria (PGPR) on the growth and BC yields in C. paliurus are not known. To fill this gap, the effects of different inoculants should be examined. Materials and Methods: A pot experiment was conducted and two-year-old C. paliurus seedlings were inoculated with three inoculant types (PSB, NFB, PSB + NFB). After four rounds of inoculation, the growth characteristics and concentrations of flavonoids, triterpenoids, and polysaccharides, as well as the nutrients in soil and leaves, were measured. Results: The inoculations resulted in the elevation of soil available nutrients, with improvements in plant growth, BC yield, and N and P uptake in leaves. However, the changes in BC yields were mainly a result of elevated leaf biomass rather than BC concentrations, and leaf biomass was regulated by C:N:P stoichiometry. Co-inoculation with PSB and NFB was applicable for leaf production, while inocula related to NFB resulted in higher BC yields than PSB and control. Conclusions: Our results implied that bacterial inoculants improved plant growth and BC yield by altering the nutrients in soil and leaves, while three inoculant types showed a different pattern in which co-inoculation with four strains presented a greater performance than single bacterial addition.
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