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Yu Y, Rong K, Sui X, Zhang L, Zhang M, Hu H, Jia J, Wu J, Li C. Analysis of NRAMP genes in the Triticeae reveals that TaNRAMP5 positively regulates cadmium (Cd) tolerance in wheat (Triticum aestivum). PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2025; 219:109321. [PMID: 39616798 DOI: 10.1016/j.plaphy.2024.109321] [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: 07/29/2024] [Revised: 11/18/2024] [Accepted: 11/19/2024] [Indexed: 02/05/2025]
Abstract
Natural Resistance-Associated Macrophage Protein (NRAMP), a class of metal transporter proteins widely distributed in plants, is mainly involved in the uptake and transport by plants of metal ions, such as iron, manganese and cadmium. The current study is the first to fully investigate the Triticum aestivum (T. aestivum) NRAMP gene family. 33 NRAMP members were identified from the entire T. aestivum genome and classified into three main groups based on related genes found in five other species. Among the TaNRAMP genes, the exon-intron structure and motif composition exhibited significant similarity among members of the same evolutionary branch of the phylogenetic tree. Based on RNA-seq and qRT-PCR analyses, we identified the expression patterns of the TaNRAMP genes in different tissues and under various stress conditions. TaNRAMP genes expression were responsive to induction by cadmium (Cd). Overexpression of the TaNRAMP5 gene enhanced wheat and tobacco tolerance to Cd toxicity. Additionally, the TaNRAMP5 protein physically interacted with protein phosphatase 2A (PP2A) in yeast cells. This study provides a valuable reference point for further investigations into the functional and molecular mechanisms of the NRAMP gene family.
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Affiliation(s)
- Yongang Yu
- College of Agriculture, Henan Engineering Research Center of Crop Genome Editing/Henan International Joint Laboratory of Plant Genetic Improvement and Soil Remediation, Henan Institute of Science and Technology, Xinxiang, 453003, China; Postdoctoral Research Base, Henan Institute of Science and Technology, Xinxiang, 453003, China
| | - Kaikuo Rong
- College of Agriculture, Henan Engineering Research Center of Crop Genome Editing/Henan International Joint Laboratory of Plant Genetic Improvement and Soil Remediation, Henan Institute of Science and Technology, Xinxiang, 453003, China
| | - Xiaotian Sui
- College of Agriculture, Henan Engineering Research Center of Crop Genome Editing/Henan International Joint Laboratory of Plant Genetic Improvement and Soil Remediation, Henan Institute of Science and Technology, Xinxiang, 453003, China
| | - Lei Zhang
- College of Agriculture, Henan Engineering Research Center of Crop Genome Editing/Henan International Joint Laboratory of Plant Genetic Improvement and Soil Remediation, Henan Institute of Science and Technology, Xinxiang, 453003, China; College of Life Science, Henan Institute of Science and Technology, Xinxiang, 453003, China
| | - Mingxia Zhang
- College of Life Science, Henan Institute of Science and Technology, Xinxiang, 453003, China
| | - Haiyan Hu
- College of Agriculture, Henan Engineering Research Center of Crop Genome Editing/Henan International Joint Laboratory of Plant Genetic Improvement and Soil Remediation, Henan Institute of Science and Technology, Xinxiang, 453003, China
| | - Jishen Jia
- College of Mathematical Sciences, Henan Institute of Science and Technology, Xinxiang, China; Henan Engineering and Technology Research Center of Digital Agriculture, Henan Institute of Science and Technology, Xinxiang, 453003, China.
| | - Jianyu Wu
- Henan Agricultural University, Zhengzhou 450000, China.
| | - Chengwei Li
- Henan Agricultural University, Zhengzhou 450000, China.
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Zhao 赵 J嘉, Fu H, Wang Z, Zhang M, Liang Y, Cui X, Pan W, Ren Z, Wu Z, Zhang Y, Gui X, Huo L, Lei X, Wang C, Schnittger A, Pawlowski WP, Liu B. Genetic variation in Arabidopsis thaliana reveals the existence of natural heat resilience factors for meiosis. PLANT PHYSIOLOGY 2024; 197:kiae671. [PMID: 39711182 DOI: 10.1093/plphys/kiae671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 12/04/2024] [Accepted: 12/06/2024] [Indexed: 12/24/2024]
Abstract
Heat interferes with multiple meiotic processes, leading to genome instability and sterility in flowering plants, including many crops. Despite its importance for food security, the mechanisms underlying heat tolerance of meiosis are poorly understood. In this study, we analyzed different meiotic processes in the Arabidopsis (Arabidopsis thaliana) accessions Col and Ler, their F1 hybrids, and the F2 offspring under heat stress (37 °C). At 37 °C, Col exhibits significantly reduced formation of double-strand breaks and completely abolished homolog pairing, synapsis, and crossover (CO) formation. Strikingly, Ler and Col/Ler hybrids exhibit normal CO formation and show mildly impacted homolog pairing and synapsis. Interestingly, only 10% to 20% of F2 offspring behave as Ler, revealing that heat tolerance of meiotic recombination in Arabidopsis is genetically controlled by several loci. Moreover, F2 offspring show defects in chromosome morphology and integrity and sister chromatid segregation, the levels of which exceed those in either inbreds or hybrids, thus implying a transgressive effect on heat tolerance of meiosis. Furthermore, correlation and cytogenetic analyses suggest that homolog pairing and synapsis have an impact on heat tolerance of chromosome morphology and stability at postrecombination stages. This study reveals natural heat resilience factors for meiosis in Arabidopsis, which have the great potential to be exploited in breeding programs.
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Affiliation(s)
- Jiayi 嘉怡 Zhao 赵
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
| | - Huiqi Fu
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
| | - Zhengze Wang
- College of Life Science and Technology, Huazhong Agricultural University, Wuhan 430070, China
| | - Min Zhang
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
| | - Yaoqiong Liang
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
| | - Xueying Cui
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
| | - Wenjing Pan
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
| | - Ziming Ren
- Department of Landscape Architecture, Zhejiang Sci-Tech University, Hangzhou 310018, China
| | - Zhihua Wu
- College of Life Sciences, Zhejiang Normal University, Jinhua 321004, China
| | - Yujie Zhang
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
| | - Xin Gui
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
| | - Li Huo
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
| | - Xiaoning Lei
- School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China
| | - Chong Wang
- Shanghai Key Laboratory of Plant Molecular Sciences, Development Center of Plant Germplasm Resources, College of Life Sciences, Shanghai Normal University, Shanghai 200234, China
| | - Arp Schnittger
- Department of Developmental Biology, University of Hamburg, Hamburg 22609, Germany
| | | | - Bing Liu
- Arameiosis Lab, Research Center for Biotechnology Application, South-Central Minzu University, Wuhan 430074, China
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Elander PH, Holla S, Sabljić I, Gutierrez-Beltran E, Willems P, Bozhkov PV, Minina EA. Interactome of Arabidopsis ATG5 Suggests Functions beyond Autophagy. Int J Mol Sci 2023; 24:12300. [PMID: 37569688 PMCID: PMC10418956 DOI: 10.3390/ijms241512300] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 07/27/2023] [Accepted: 07/28/2023] [Indexed: 08/13/2023] Open
Abstract
Autophagy is a catabolic pathway capable of degrading cellular components ranging from individual molecules to organelles. Autophagy helps cells cope with stress by removing superfluous or hazardous material. In a previous work, we demonstrated that transcriptional upregulation of two autophagy-related genes, ATG5 and ATG7, in Arabidopsis thaliana positively affected agronomically important traits: biomass, seed yield, tolerance to pathogens and oxidative stress. Although the occurrence of these traits correlated with enhanced autophagic activity, it is possible that autophagy-independent roles of ATG5 and ATG7 also contributed to the phenotypes. In this study, we employed affinity purification and LC-MS/MS to identify the interactome of wild-type ATG5 and its autophagy-inactive substitution mutant, ATG5K128R Here we present the first interactome of plant ATG5, encompassing not only known autophagy regulators but also stress-response factors, components of the ubiquitin-proteasome system, proteins involved in endomembrane trafficking, and potential partners of the nuclear fraction of ATG5. Furthermore, we discovered post-translational modifications, such as phosphorylation and acetylation present on ATG5 complex components that are likely to play regulatory functions. These results strongly indicate that plant ATG5 complex proteins have roles beyond autophagy itself, opening avenues for further investigations on the complex roles of autophagy in plant growth and stress responses.
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Affiliation(s)
- Pernilla H. Elander
- Department of Molecular Sciences, Uppsala BioCenter, Swedish University of Agricultural Sciences and Linnean Center for Plant Biology, 750-07 Uppsala, Sweden; (P.H.E.); (S.H.); (I.S.); (P.V.B.)
| | - Sanjana Holla
- Department of Molecular Sciences, Uppsala BioCenter, Swedish University of Agricultural Sciences and Linnean Center for Plant Biology, 750-07 Uppsala, Sweden; (P.H.E.); (S.H.); (I.S.); (P.V.B.)
| | - Igor Sabljić
- Department of Molecular Sciences, Uppsala BioCenter, Swedish University of Agricultural Sciences and Linnean Center for Plant Biology, 750-07 Uppsala, Sweden; (P.H.E.); (S.H.); (I.S.); (P.V.B.)
| | - Emilio Gutierrez-Beltran
- Instituto de Bioquımica Vegetal y Fotosıntesis, Universidad de Sevilla and Consejo Superior de Investigaciones Cientıficas, 41092 Sevilla, Spain;
- Departamento de Bioquimica Vegetal y Biologia Molecular, Facultad de Biologia, Universidad de Sevilla, 41012 Sevilla, Spain
| | - Patrick Willems
- Department of Plant Biotechnology and Bioinformatics, Ghent University, 9052 Ghent, Belgium;
- Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
| | - Peter V. Bozhkov
- Department of Molecular Sciences, Uppsala BioCenter, Swedish University of Agricultural Sciences and Linnean Center for Plant Biology, 750-07 Uppsala, Sweden; (P.H.E.); (S.H.); (I.S.); (P.V.B.)
| | - Elena A. Minina
- Department of Molecular Sciences, Uppsala BioCenter, Swedish University of Agricultural Sciences and Linnean Center for Plant Biology, 750-07 Uppsala, Sweden; (P.H.E.); (S.H.); (I.S.); (P.V.B.)
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Kumar N, Mishra BK, Liu J, Mohan B, Thingujam D, Pajerowska-Mukhtar KM, Mukhtar MS. Network Biology Analyses and Dynamic Modeling of Gene Regulatory Networks under Drought Stress Reveal Major Transcriptional Regulators in Arabidopsis. Int J Mol Sci 2023; 24:ijms24087349. [PMID: 37108512 PMCID: PMC10139068 DOI: 10.3390/ijms24087349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 04/02/2023] [Accepted: 04/11/2023] [Indexed: 04/29/2023] Open
Abstract
Drought is one of the most serious abiotic stressors in the environment, restricting agricultural production by reducing plant growth, development, and productivity. To investigate such a complex and multifaceted stressor and its effects on plants, a systems biology-based approach is necessitated, entailing the generation of co-expression networks, identification of high-priority transcription factors (TFs), dynamic mathematical modeling, and computational simulations. Here, we studied a high-resolution drought transcriptome of Arabidopsis. We identified distinct temporal transcriptional signatures and demonstrated the involvement of specific biological pathways. Generation of a large-scale co-expression network followed by network centrality analyses identified 117 TFs that possess critical properties of hubs, bottlenecks, and high clustering coefficient nodes. Dynamic transcriptional regulatory modeling of integrated TF targets and transcriptome datasets uncovered major transcriptional events during the course of drought stress. Mathematical transcriptional simulations allowed us to ascertain the activation status of major TFs, as well as the transcriptional intensity and amplitude of their target genes. Finally, we validated our predictions by providing experimental evidence of gene expression under drought stress for a set of four TFs and their major target genes using qRT-PCR. Taken together, we provided a systems-level perspective on the dynamic transcriptional regulation during drought stress in Arabidopsis and uncovered numerous novel TFs that could potentially be used in future genetic crop engineering programs.
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Affiliation(s)
- Nilesh Kumar
- Department of Biology, 464 Campbell Hall, University of Alabama at Birmingham, 1300 University Boulevard, Birmingham, AL 35294, USA
| | - Bharat K Mishra
- Department of Biology, 464 Campbell Hall, University of Alabama at Birmingham, 1300 University Boulevard, Birmingham, AL 35294, USA
| | - Jinbao Liu
- Department of Biology, 464 Campbell Hall, University of Alabama at Birmingham, 1300 University Boulevard, Birmingham, AL 35294, USA
| | - Binoop Mohan
- Department of Biology, 464 Campbell Hall, University of Alabama at Birmingham, 1300 University Boulevard, Birmingham, AL 35294, USA
| | - Doni Thingujam
- Department of Biology, 464 Campbell Hall, University of Alabama at Birmingham, 1300 University Boulevard, Birmingham, AL 35294, USA
| | - Karolina M Pajerowska-Mukhtar
- Department of Biology, 464 Campbell Hall, University of Alabama at Birmingham, 1300 University Boulevard, Birmingham, AL 35294, USA
| | - M Shahid Mukhtar
- Department of Biology, 464 Campbell Hall, University of Alabama at Birmingham, 1300 University Boulevard, Birmingham, AL 35294, USA
- Nutrition Obesity Research Center, University of Alabama at Birmingham, 1675 University Boulevard, Birmingham, AL 35294, USA
- Department of Surgery, University of Alabama at Birmingham, 1808 7th Ave S, Birmingham, AL 35294, USA
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5
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Wang L, Jian Z, Wang P, Zhao L, Chen K. Combined physiological responses and differential expression of drought-responsive genes preliminarily explain the drought resistance mechanism of Lotus corniculatus. FUNCTIONAL PLANT BIOLOGY : FPB 2023; 50:46-57. [PMID: 36031596 DOI: 10.1071/fp22051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 08/05/2022] [Indexed: 06/15/2023]
Abstract
Lotus corniculatus L. is a perennial high-quality legume forage species but is vulnerable to drought, and water deficit reduces productivity. To understand the drought response mechanism of L. corniculatus , we investigated physiological responses under drought stress and constructed suppression subtractive hybridisation (SSH) cDNA libraries to isolate drought-inducible genes and quantitatively study the expression levels of candidate drought- responsive genes. Genes encoding calmodulin-like protein, mitogen-activated protein kinase, indole-3-acetic acid-induced protein, ser/thr-protein phosphatase homolog-related proteins, and β -galactosidase-related protein with hydrolysis activity were isolated and considered the main factors that explained the resistance of L. corniculatus to drought. Approximately 632 expressed sequence tags (ESTs) were identified and confirmed in the constructed SSH library. The Gene Ontology (GO) analysis revealed that these genes were involved mainly in transcription processes, protein synthesis, material metabolism, catalytic reactions, sugar metabolism, and photosynthesis. The interaction between the functions of these drought-related genes and the physiological responses preliminarily explains the drought resistance mechanisms of L. corniculatus .
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Affiliation(s)
- Leiting Wang
- College of Animal Science, Guizhou University, Guiyang 550025, China
| | - Zhongling Jian
- College of Animal Science, Guizhou University, Guiyang 550025, China
| | - Puchang Wang
- Guizhou Institute of Prataculture, Guiyang 550006, China
| | - Lili Zhao
- College of Animal Science, Guizhou University, Guiyang 550025, China; and State Engineering Technology Institute for Karst Rocky Desertification Control, Guiyang 550025, China
| | - Keke Chen
- College of Animal Science, Guizhou University, Guiyang 550025, China
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6
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Lewis RW, Okubara PA, Sullivan TS, Madden BJ, Johnson KL, Charlesworth MC, Fuerst EP. Proteome-Wide Response of Dormant Caryopses of the Weed, Avena fatua, After Colonization by a Seed-Decay Isolate of Fusarium avenaceum. PHYTOPATHOLOGY 2022; 112:1103-1117. [PMID: 35365054 DOI: 10.1094/phyto-06-21-0234-r] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Promoting seed decay is an ecological approach to reducing weed persistence in the soil seedbank. Previous work demonstrated that Fusarium avenaceum F.a.1 decays dormant Avena fatua (wild oat) caryopses and induces several defense enzyme activities in vitro. The objectives of this study were to obtain a global perspective of proteins expressed after F.a.1-caryopsis colonization by conducting proteomic evaluations on (i) leachates, soluble extrinsic (seed-surface) proteins released upon washing caryopses in buffer and (ii) proteins extracted from whole caryopses; interactions with aluminum (Al) were also evaluated in the latter study because soil acidification and associated metal toxicity are growing problems. Of the 119 leachate proteins classified as defense/stress, 80 were induced or repressed. Defense/stress proteins were far more abundant in A. fatua (35%) than in F.a.1 (12%). Avena defense/stress proteins were also the most highly regulated category, with 30% induced and 35% repressed by F.a.1. Antifungal proteins represented 36% of Avena defense proteins and were the most highly regulated, with 36% induced and 37% repressed by F.a.1. These results implicate selective regulation of Avena defense proteins by F.a.1. Fusarium proteins were also highly abundant in the leachates, with 10% related to pathogenicity, 45% of which were associated with host cell wall degradation. In whole caryopsis extracts, fungal colonization generally resulted in induction of a similar set of Avena proteins in the presence and absence of Al. Results advance the hypothesis that seed decay pathogens elicit intricate and dynamic biochemical responses in dormant seeds.
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Affiliation(s)
- Ricky W Lewis
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA 99164
| | - Patricia A Okubara
- Wheat Health, Genetics and Quality Research Unit, Agricultural Research Service, U.S. Department of Agriculture, Pullman, WA 99164
| | - Tarah S Sullivan
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA 99164
| | - Benjamin J Madden
- Mayo Clinic Medical Genome Facility, Proteomics Core, Rochester, MN 55905
| | - Kenneth L Johnson
- Mayo Clinic Medical Genome Facility, Proteomics Core, Rochester, MN 55905
| | | | - E Patrick Fuerst
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA 99164
- Western Wheat Quality Laboratory, Washington State University, Pullman, WA 99164
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Gupta OP, Deshmukh R, Kumar A, Singh SK, Sharma P, Ram S, Singh GP. From gene to biomolecular networks: a review of evidences for understanding complex biological function in plants. Curr Opin Biotechnol 2021; 74:66-74. [PMID: 34800849 DOI: 10.1016/j.copbio.2021.10.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2021] [Revised: 08/10/2021] [Accepted: 10/24/2021] [Indexed: 11/28/2022]
Abstract
Although at the infancy stage, biomolecular network biology is a comprehensive approach to understand complex biological function in plants. Recent advancements in the accumulation of multi-omics data coupled with computational approach have accelerated our current understanding of the complexities of gene function at the system level. Biomolecular networks such as protein-protein interaction, co-expression and gene regulatory networks have extensively been used to decipher the intricacies of transcriptional reprogramming of hundreds of genes and their regulatory interaction in response to various environmental perturbations mainly in the model plant Arabidopsis. This review describes recent applications of network-based approaches to understand the biological functions in plants and focuses on the challenges and opportunities to harness the full potential of the approach.
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Affiliation(s)
- Om Prakash Gupta
- Division of Quality and Basic Sciences, ICAR-Indian Institute of Wheat and Barley Research, Karnal, Haryana, 132 001, India.
| | - Rupesh Deshmukh
- National Agri-Food Biotechnology Institute (NABI), Mohali, Punjab, 160 055, India
| | - Awadhesh Kumar
- Division of Crop Physiology and Biochemistry, ICAR-National Rice Research Institute (ICAR-NRRI), Cuttack, Odisha, 753 006, India
| | - Sanjay Kumar Singh
- Division of Crop Improvement, ICAR-Indian Institute of Wheat and Barley Research, Karnal, Haryana, 132 001, India
| | - Pradeep Sharma
- Division of Crop Improvement, ICAR-Indian Institute of Wheat and Barley Research, Karnal, Haryana, 132 001, India
| | - Sewa Ram
- Division of Quality and Basic Sciences, ICAR-Indian Institute of Wheat and Barley Research, Karnal, Haryana, 132 001, India
| | - Gyanendra Pratap Singh
- Division of Crop Improvement, ICAR-Indian Institute of Wheat and Barley Research, Karnal, Haryana, 132 001, India
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