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Oubohssaine M, Hnini M, Rabeh K. Phospholipid signaling in plant growth and development: Insights, biotechnological implications and future directions. JOURNAL OF PLANT PHYSIOLOGY 2025; 307:154454. [PMID: 40015232 DOI: 10.1016/j.jplph.2025.154454] [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: 12/26/2024] [Revised: 02/03/2025] [Accepted: 02/17/2025] [Indexed: 03/01/2025]
Abstract
Phospholipid signaling is essential for plant growth and development, orchestrating cellular membrane dynamics and regulating physiological processes critical for environmental adaptation. Phosphatidic acid (PA) plays diverse roles in key plant functions, including facilitating pollen tube growth, protecting against H2O2-induced cell death, and modulating actin cytoskeleton polymerization. Additionally, PA influences abscisic acid (ABA) signaling, impacting ionic flux, stomatal movement, and superoxide production. Phospholipase D (PLD) emerges as a crucial regulator, potentially linking and orchestrating microtubule reorganization. Saturated fatty acids, produced through phospholipase A (PLA) activity, also regulate various cellular processes. In Arabidopsis thaliana, Defender Against Apoptotic Death1 (DAD1), a plastidic PC-PLA1, supports jasmonic acid (JA) biosynthesis, which is essential for pollen maturation and flower development. Phospholipid signaling significantly influences stomatal function, with phospholipases modulating stomatal closure. This signaling pathway also plays a critical role in root development, where phosphocholine (PCho) and PA regulate root growth and tip growth of root hairs. This review highlights the pivotal role of phospholipid signaling pathways in coordinating plant growth, development, and responses to environmental cues. It explores the roles of PLD and PA in signal transduction and membrane degradation, particularly in seed aging. Additionally, it discusses the biotechnological applications of plant lipids, including genetic engineering for nutritional enhancement and biofuel production. Despite recent advancements, challenges such as low yield remain obstacles to the widespread adoption of biodiesel technology.
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Affiliation(s)
- Malika Oubohssaine
- Microbiology and Molecular Biology Team, Center of Plant and Microbial Biotechnology, Biodiversity and Environment, Faculty of Sciences, Mohammed V University in Rabat, Avenue Ibn Battouta, BP 1014, Rabat, 10000, Morocco.
| | - Mohamed Hnini
- Research Team in Science and Technology, High School of Technology Laayoune, Ibn Zohr University, Morocco
| | - Karim Rabeh
- Oasis System Research Unit, Regional Center of Agricultural Research of Errachidia, National Institute of Agricultural Research, PO. Box 415, Rabat, 10090, Morocco
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Mangla S, Ahlawat YK, Pathak G, Sharma N, Samani M, Bhan V, Essemine J, Sampasivam Y, Brar NS, Malik A, Ramteke V, Gupta S, Choubey S. Metabolic engineering of lipids for crop resilience and nutritional improvements towards sustainable agriculture. Funct Integr Genomics 2025; 25:78. [PMID: 40167787 DOI: 10.1007/s10142-025-01588-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2025] [Revised: 02/17/2025] [Accepted: 03/20/2025] [Indexed: 04/02/2025]
Abstract
Metabolic engineering of lipids in crops presents a promising strategy to enhance resilience against environmental stressors while improving nutritional quality. By manipulating key enzymes in lipid metabolism, introducing novel genes, and utilizing genome editing technologies, researchers have improved crop tolerance to abiotic stresses such as drought, salinity, and extreme temperatures. Additionally, modified lipid pathways contribute to resistance against biotic stresses, including pathogen attacks and pest infestations. Engineering multiple stress-resistance traits through lipid metabolism offers a holistic approach to strengthening crop resilience amid changing environmental conditions. Beyond stress tolerance, lipid engineering enhances the nutritional profile of crops by increasing beneficial lipids such as omega-3 fatty acids, vitamins, and antioxidants. This dual approach not only improves crop yield and quality but also supports global food security by ensuring sustainable agricultural production. Integrating advanced biotechnological tools with a deeper understanding of lipid biology paves the way for developing resilient, nutrient-rich crops capable of withstanding climate change and feeding a growing population.
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Affiliation(s)
- Swati Mangla
- Department of Biotechnology, University Institute of Engineering and Technology, Maharshi Dayanand University, Rohtak, Haryana, 124001, India
| | - Yogesh K Ahlawat
- Allied Health Sciences, Datta Meghe Institute of Higher Education and Research, Wardha, Maharashtra, India.
- Centre for Research Impact and Outcome, Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura, Punjab, 140401, India.
- Department of Biotechnology, University centre for research and development, Chandigarh University, Mohali, Punjab, India.
| | - Gaurav Pathak
- Department of Biotechnology, University Institute of Engineering and Technology, Maharshi Dayanand University, Rohtak, Haryana, 124001, India
| | - Nisha Sharma
- Department of Biotechnology, Graphic Era, Deemed to be University, Clement Town, Dehradun, 248002, Uttarakhand, India
| | - Maryam Samani
- Soil Sciences Department, University of Zanjan, Zanjan, Iran
| | - Veer Bhan
- Department of Biotechnology, University Institute of Engineering and Technology, Maharshi Dayanand University, Rohtak, Haryana, 124001, India
| | - Jemaa Essemine
- Bioinformatics Section, Department of Informatics, University of Quebec at Montreal, Pavillon President-Kennedy, Montreal, QC, H2X 3Y7, Canada
| | - Yashirdisai Sampasivam
- Institute of Systems Biology, Universiti Kebangsaan Malaysia, UKM, 43600, Bangi, Selangor, Malaysia
| | - Navjot Singh Brar
- Department of Vegetable Sciences, Punjab Agricultural University, Ludhiana, Punjab, 144004, India
| | - Anurag Malik
- Division of Research and Innovation, Uttaranchal University, Dehradun, 24800, India
| | - Vikas Ramteke
- S. G. College of Agriculture and Research Station, Indira Gandhi Krishi Vishwavidyalaya, Jagdalpur, India
| | - Shivali Gupta
- Department of Chemistry, School of Chemical Engineering and Physical Sciences, Lovely Professional University, Phagwara, Punjab, India
| | - Sumati Choubey
- Chandigarh Group of Colleges, Jhanjeri, Mohali, Punjab, India
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Qi X, Zhao R, Zhang X, Ru S, Xiong JQ. Multiomics unraveled that gibberellin signaling underlies adaptation of rice to ciprofloxacin stress: Calling for concerns on the adverse effects of pharmaceutical residues in water during agricultural irrigations. JOURNAL OF HAZARDOUS MATERIALS 2025; 485:136818. [PMID: 39657495 DOI: 10.1016/j.jhazmat.2024.136818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Revised: 12/01/2024] [Accepted: 12/06/2024] [Indexed: 12/12/2024]
Abstract
Residual concentrations of antibiotics in water can reach ng mL-1 - µg mL-1 levels, which pose high risks to crops during irrigation; however, the interactions between rice and antibiotics, as well as the defense mechanisms of rice at their early growth phase remain unclear. In this study, we investigated the uptake dynamics of a ubiquitously found antibiotic, ciprofloxacin (CIP) at 0.1, 1, 6.5, and 20 µg mL-1 in rice seedlings. We found gradually bioaccumulated CIP induced significant physiological changes including inhibited growth of roots and leaves of rice seedlings, and decreased pigment contents, which can be caused by disrupted homeostasis of reactive oxygen species. Integrating roots transcriptomics, metabolomics, and validation experiments, we found that rice seedlings synthesized more gibberellins to trigger the expression of transcription factors such as group VII ethylene response factors, which induced metabolic reprogramming to yield more fatty acids derivates. These compounds including eicosanoids, isoprenoids, and fatty acids and conjugates can act as signaling molecules, as well as antioxidants and energy sources to achieve rice recovery. This conclusion is supported by the evidence showing that adding gibberellins in rice seedlings culture decreased the accumulated CIP and improved rice growth; whilst, disrupting gibberellin signaling pathway using paclobutrazol as an inhibitor increased uptaken CIP in both roots and leaves with augmenting the antibiotic stress on rice. This study has demonstrated a gibberellin-based defense mechanism in rice for defense of CIP stress, which might have significant environmental applications since we can add minor gibberellins to reduce bioaccumulated CIP with simultaneously promoting rice growth at their early phases.
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Affiliation(s)
- Xin Qi
- College of Marine Life Sciences, Ocean University of China, 5 Yushan Road, Qingdao, Shandong, China
| | - Rui Zhao
- Department of Haide, Ocean University of China, Songling Road, Laoshan Campus, Qingdao, Shandong, China
| | - Xiaona Zhang
- College of Marine Life Sciences, Ocean University of China, 5 Yushan Road, Qingdao, Shandong, China
| | - Shaoguo Ru
- College of Marine Life Sciences, Ocean University of China, 5 Yushan Road, Qingdao, Shandong, China
| | - Jiu-Qiang Xiong
- College of Marine Life Sciences, Ocean University of China, 5 Yushan Road, Qingdao, Shandong, China.
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Lu J, Xiaoyang C, Li J, Wu H, Wang Y, Di P, Deyholos MK, Zhang J. Whole-Genome Identification of the Flax Fatty Acid Desaturase Gene Family and Functional Analysis of the LuFAD2.1 Gene Under Cold Stress Conditions. PLANT, CELL & ENVIRONMENT 2025; 48:2221-2239. [PMID: 39564899 PMCID: PMC11788951 DOI: 10.1111/pce.15284] [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: 10/08/2024] [Revised: 10/31/2024] [Accepted: 11/02/2024] [Indexed: 11/21/2024]
Abstract
Fatty acid desaturase (FAD) is essential for plant growth and development and plant defence response. Although flax (Linum usitatissimum L.) is an important oil and fibre crop, but its FAD gene remains understudied. This study identified 43 LuFAD genes in the flax genome. The phylogenetic analysis divided the FAD genes into seven subfamilies. LuFAD is unevenly distributed on 15 chromosomes, and fragment duplication is the only driving force for the amplification of the LuFAD gene family. In the LuFAD gene promoter region, most elements respond to plant hormones (MeJA, ABA) and abiotic stresses (anaerobic and low temperature). The expression pattern analysis showed that the temporal and spatial expression patterns of all LuFAD genes in different tissues and the response patterns to abiotic stresses (heat and salt) were identified. Subcellular localisation showed that all LuFAD2-GFP were expressed in the endoplasmic reticulum membrane. RT-qPCR analysis revealed that LuFAD2 was significantly upregulated under cold, salt and drought stress, and its overexpression in Arabidopsis thaliana enhanced cold tolerance genes and reduced ROS accumulation. This study offers key insights into the FAD gene family's role in flax development and stress adaptation.
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Affiliation(s)
- Jianyu Lu
- Faculty of AgronomyJilin Agricultural UniversityChangchunChina
| | | | - Jinxi Li
- Faculty of AgronomyJilin Agricultural UniversityChangchunChina
| | - Hanlu Wu
- Faculty of AgronomyJilin Agricultural UniversityChangchunChina
| | - Yifei Wang
- College of Life SciencesJilin Agricultural UniversityChangchunChina
| | - Peng Di
- College of Traditional Chinese MedicineJilin Agricultural UniversityChangchunChina
| | - Michael K. Deyholos
- Department of BiologyUniversity of British Columbia, OkanaganKelownaBritish ColumbiaCanada
| | - Jian Zhang
- Faculty of AgronomyJilin Agricultural UniversityChangchunChina
- Department of BiologyUniversity of British Columbia, OkanaganKelownaBritish ColumbiaCanada
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Cheng G, Li X, Fernando WGD, Bibi S, Liang C, Bi Y, Liu X, Li Y. Fatty Acid ABCG Transporter GhSTR1 Mediates Resistance to Verticillium dahliae and Fusarium oxysporum in Cotton. PLANTS (BASEL, SWITZERLAND) 2025; 14:465. [PMID: 39943030 PMCID: PMC11820032 DOI: 10.3390/plants14030465] [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: 12/25/2024] [Revised: 01/23/2025] [Accepted: 01/30/2025] [Indexed: 02/16/2025]
Abstract
Verticillium wilt and Fusarium wilt cause significant losses in cotton (Gossypium hirsutum) production and have a significant economic impact. This study determined the functional role of GhSTR1, a member of the ABCG subfamily of ATP-binding cassette (ABC) transporters, that mediates cotton defense responses against various plant pathogens. We identified GhSTR1 as a homolog of STR1 from Medicago truncatula and highlighted its evolutionary conservation and potential role in plant defense mechanisms. Expression profiling revealed that GhSTR1 displays tissue-specific and spatiotemporal dynamics under stress conditions caused by Verticillium dahliae and Fusarium oxysporum. Functional validation using virus-induced gene silencing (VIGS) showed that silencing GhSTR1 improved disease resistance, resulting in milder symptoms, less vascular browning, and reduced fungal growth. Furthermore, the AtSTR1 loss-of-function mutant in Arabidopsis thaliana exhibited similar resistance phenotypes, highlighting the conserved regulatory role of STR1 in pathogen defense. In addition to its role in disease resistance, the mutation of AtSTR1 in Arabidopsis also enhanced the vegetative and reproductive growth of the plant, including increased root length, rosette leaf number, and plant height without compromising drought tolerance. These findings suggest that GhSTR1 mediates a trade-off between defense and growth, offering a potential target for optimizing both traits for crop improvement. This study identifies GhSTR1 as a key regulator of plant-pathogen interactions and growth dynamics, providing a foundation for developing durable strategies to enhance cotton's resistance and yield under biotic and abiotic stress conditions.
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Affiliation(s)
- Guanfu Cheng
- Key Laboratory of Biological Ecological Adaptation and Evolution in Extreme Environments, College of Life Science, Xinjiang Agricultural University, Urumqi 830001, China; (G.C.); (X.L.); (C.L.); (Y.B.); (X.L.)
| | - Xiuqing Li
- Key Laboratory of Biological Ecological Adaptation and Evolution in Extreme Environments, College of Life Science, Xinjiang Agricultural University, Urumqi 830001, China; (G.C.); (X.L.); (C.L.); (Y.B.); (X.L.)
| | - W. G. Dilantha Fernando
- Department of Plant Science, University of Manitoba, Winnipeg, MB CAR3T2N2, Canada; (W.G.D.F.); (S.B.)
| | - Shaheen Bibi
- Department of Plant Science, University of Manitoba, Winnipeg, MB CAR3T2N2, Canada; (W.G.D.F.); (S.B.)
| | - Chunyan Liang
- Key Laboratory of Biological Ecological Adaptation and Evolution in Extreme Environments, College of Life Science, Xinjiang Agricultural University, Urumqi 830001, China; (G.C.); (X.L.); (C.L.); (Y.B.); (X.L.)
| | - Yanqing Bi
- Key Laboratory of Biological Ecological Adaptation and Evolution in Extreme Environments, College of Life Science, Xinjiang Agricultural University, Urumqi 830001, China; (G.C.); (X.L.); (C.L.); (Y.B.); (X.L.)
| | - Xiaodong Liu
- Key Laboratory of Biological Ecological Adaptation and Evolution in Extreme Environments, College of Life Science, Xinjiang Agricultural University, Urumqi 830001, China; (G.C.); (X.L.); (C.L.); (Y.B.); (X.L.)
| | - Yue Li
- Key Laboratory of Biological Ecological Adaptation and Evolution in Extreme Environments, College of Life Science, Xinjiang Agricultural University, Urumqi 830001, China; (G.C.); (X.L.); (C.L.); (Y.B.); (X.L.)
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Coyotl-Pérez WA, Ángeles-López YI, Luna-Suárez S, Rosas-Cárdenas FDF, Villa-Ruano N. Volatilomics of Capsicum pubescens Plants Infested by Solenopsis geminata: Unraveling the Role of Oleic and Palmitic Acids in Plant-Fire Ant Interaction. Chem Biodivers 2024:e202402380. [PMID: 39665862 DOI: 10.1002/cbdv.202402380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2024] [Revised: 11/21/2024] [Accepted: 12/12/2024] [Indexed: 12/13/2024]
Abstract
Solenopsis geminata is an aggressive pest of manzano pepper (Capsicum pubescens) crops. Herein, we report on the volatilomics profiling of manzano pepper plants obtained during S. geminata infestation by solid-phase microextraction coupled with gas chromatography-mass spectrometry. As a result, 68 volatile organic compounds were identified from ants, non-infested plants, and infested plants, including terpenes, esters, steroids, aldehydes, phenylpropanoids, and fatty acids. As a remarkable finding, oleic and palmitic acids were the main compounds released during ant infestation. These fatty acids were evaluated as biocidal or repellent agents under in vitro and in situ conditions. From these experiments, the biocidal effect of palmitic acid was more potent (median lethal dose [LC50], 0.97 mg/cm2) than that of oleic acid (LC50, 5.03 mg/cm2) on S. geminata workers. Nevertheless, only oleic acid had a repellent effect under in situ conditions (p < 0.01). Our results represent new insights into the role of both fatty acids in manzano pepper defense mechanisms.
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Affiliation(s)
- Wendy Abril Coyotl-Pérez
- Centro de Investigación en Biotecnología Aplicada, Instituto Politécnico Nacional (IPN), Ex-Hacienda San Juan Molino Carretera Estatal, Santa Inés Tecuexcomac, Tepetitla, Tlaxcala, Mexico
| | - Yesenia Ithaí Ángeles-López
- Dirección de Innovación y Transferencia de Conocimiento, Benemérita Universidad Autónoma de Puebla (BUAP), Prolongación 24 sur y Av. San Claudio, Puebla, Mexico
| | - Silvia Luna-Suárez
- Centro de Investigación en Biotecnología Aplicada, Instituto Politécnico Nacional (IPN), Ex-Hacienda San Juan Molino Carretera Estatal, Santa Inés Tecuexcomac, Tepetitla, Tlaxcala, Mexico
| | - Flor de Fátima Rosas-Cárdenas
- Centro de Investigación en Biotecnología Aplicada, Instituto Politécnico Nacional (IPN), Ex-Hacienda San Juan Molino Carretera Estatal, Santa Inés Tecuexcomac, Tepetitla, Tlaxcala, Mexico
| | - Nemesio Villa-Ruano
- CONAHCyT-Dirección de Innovación y Transferencia de Conocimiento, Benemérita Universidad Autónoma, de Puebla, Prolongación de la 24 Sur y Av. San Claudio, Puebla, Mexico
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Ding LN, Hu YH, Li T, Li M, Li YT, Wu YZ, Cao J, Tan XL. A GDSL motif-containing lipase modulates Sclerotinia sclerotiorum resistance in Brassica napus. PLANT PHYSIOLOGY 2024; 196:2973-2988. [PMID: 39321167 PMCID: PMC11638095 DOI: 10.1093/plphys/kiae500] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Revised: 08/02/2024] [Accepted: 08/21/2024] [Indexed: 09/27/2024]
Abstract
Sclerotinia stem rot (SSR) caused by Sclerotinia sclerotiorum (Lib.) De Bary is a devastating disease infecting hundreds of plant species. It also restricts the yield, quality, and safe production of rapeseed (Brassica napus) worldwide. However, the lack of resistance sources and genes to S. sclerotiorum has greatly restricted rapeseed SSR-resistance breeding. In this study, a previously identified GDSL motif-containing lipase gene, B. napus GDSL LIPASE-LIKE 1 (BnaC07.GLIP1), encoding a protein localized to the intercellular space, was characterized as functioning in plant immunity to S. sclerotiorum. The BnaC07.GLIP1 promoter is S. sclerotiorum-inducible and the expression of BnaC07.GLIP1 is substantially enhanced after S. sclerotiorum infection. Arabidopsis (Arabidopsis thaliana) heterologously expressing and rapeseed lines overexpressing BnaC07.GLIP1 showed enhanced resistance to S. sclerotiorum, whereas RNAi suppression and CRISPR/Cas9 knockout B. napus lines were hyper-susceptible to S. sclerotiorum. Moreover, BnaC07.GLIP1 affected the lipid composition and induced the production of phospholipid molecules, such as phosphatidylethanolamine, phosphatidylcholine, and phosphatidic acid, which were correlated with decreased levels of reactive oxygen species (ROS) and enhanced expression of defense-related genes. A B. napus bZIP44 transcription factor specifically binds the CGTCA motif of the BnaC07.GLIP1 promoter to positively regulate its expression. BnbZIP44 responded to S. sclerotiorum infection, and its heterologous expression inhibited ROS accumulation, thereby enhancing S. sclerotiorum resistance in Arabidopsis. Thus, BnaC07.GLIP1 functions downstream of BnbZIP44 and is involved in S. sclerotiorum resistance by modulating the production of phospholipid molecules and ROS homeostasis in B. napus, providing insights into the potential roles and functional mechanisms of BnaC07.GLIP1 in plant immunity and for improving rapeseed SSR disease-resistance breeding.
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Affiliation(s)
- Li-Na Ding
- College of Life Sciences, Jiangsu University, Zhenjiang 212013, China
| | - Ying-Hui Hu
- College of Life Sciences, Jiangsu University, Zhenjiang 212013, China
| | - Teng Li
- College of Life Sciences, Jiangsu University, Zhenjiang 212013, China
| | - Ming Li
- College of Life Sciences, Jiangsu University, Zhenjiang 212013, China
| | - Yue-Tao Li
- College of Life Sciences, Jiangsu University, Zhenjiang 212013, China
| | - Yuan-Zhen Wu
- College of Life Sciences, Jiangsu University, Zhenjiang 212013, China
| | - Jun Cao
- College of Life Sciences, Jiangsu University, Zhenjiang 212013, China
| | - Xiao-Li Tan
- College of Life Sciences, Jiangsu University, Zhenjiang 212013, China
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Sultana MS, Niyikiza D, Hawk TE, Coffey N, Lopes-Caitar V, Pfotenhauer AC, El-Messidi H, Wyman C, Pantalone V, Hewezi T. Differential Transcriptome Reprogramming Induced by the Soybean Cyst Nematode Type 0 and Type 1.2.5.7 During Resistant and Susceptible Interactions. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2024; 37:828-840. [PMID: 39392447 DOI: 10.1094/mpmi-08-24-0092-r] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
Soybean cyst nematode (SCN, Heterodera glycines [Hg]) is a serious root parasite of soybean (Glycine max) that induces extensive gene expression changes associated with pleiotropic biological activities in infected cells. However, the impacts of various SCN Hg types on host transcriptome reprogramming remain largely unknown. Here, we developed and used two recombinant inbred lines (RIL; RIL-72 and RIL-137) to profile transcriptome reprogramming in the infection sites during the resistant and susceptible interactions with SCN Hg Type 1.2.5.7 and Type 0. SCN bioassays indicated that RIL-72 was susceptible to Type 1.2.5.7 but resistant to Type 0, whereas RIL-137 was resistant to both types. Comparative analysis of gene expression changes induced by Type 1.2.5.7 in the resistant and susceptible lines revealed distinct transcriptome regulation with a number of similarly and oppositely regulated genes. The expression levels of similarly regulated genes in the susceptible line appeared to be insufficient to mount an effective defense against SCN. The functional importance of oppositely regulated genes was confirmed using virus-induced gene silencing (VIGS) and overexpression approaches. Further transcriptome comparisons revealed shared as well as Hg type- and genotype-specific transcriptome reprogramming. Shared transcriptome responses were mediated through common SCN-responsive genes and conserved immune signaling, whereas genotype-specific responses were derived from genetic variability, metabolic and hormonal differences, and varied regulation of protein phosphorylation and ubiquitination. The conserved defense mechanisms together with genotype-specific responses would enable plants to trigger effective and tailored immune responses to various Hg types and adapt the defense response to their genetic backgrounds. [Formula: see text] Copyright © 2024 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
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Affiliation(s)
- Mst Shamira Sultana
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, U.S.A
| | - Daniel Niyikiza
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, U.S.A
| | - Tracy E Hawk
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, U.S.A
| | - Nicole Coffey
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, U.S.A
| | - Valéria Lopes-Caitar
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, U.S.A
| | - Alexander C Pfotenhauer
- Center for Agricultural Synthetic Biology (CASB), University of Tennessee, Knoxville, TN 37996, U.S.A
| | - Hana El-Messidi
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, U.S.A
| | - Chris Wyman
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, U.S.A
| | - Vince Pantalone
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, U.S.A
| | - Tarek Hewezi
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, U.S.A
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9
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Wei H, Xu T, Luo C, Ma D, Yang F, Yang P, Zhou X, Liu G, Lian B, Zhong F, Zhang J. Salix matsudana fatty acid desaturases: Identification, classification, evolution, and expression profiles for development and stress tolerances. Int J Biol Macromol 2024; 278:134574. [PMID: 39122077 DOI: 10.1016/j.ijbiomac.2024.134574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 07/24/2024] [Accepted: 08/06/2024] [Indexed: 08/12/2024]
Abstract
Fatty acid desaturases (FADs) are enzymes that transform carbon‑carbon single bonds into carbon‑carbon double bonds within acyl chains, resulting in the production of unsaturated FAs (UFAs). They are crucial for plant growth, development, and adaptation to environmental stress. In our research, we identified 40 FAD candidates in the Salix matsudana genome, grouping them into seven categories. Exon-intron structures and conserved motifs of SmFADs within the same group showed significant conservation. Cis-element analysis revealed SmFADs are responsive to hormones and stress. Additionally, GO and KEGG analyses linked SmFADs closely with lipid biosynthesis and UFA biosynthesis, which were crucial for the plant's response to environmental stresses. Notably, the SmFAB2.4, SmADS1, SmFAD7.5, and SmFAD8.2 were predicted to participate in submergence tolerance, whereas SmFAD8.1 and SmFAD7.1 played an essential role in salt stress response. The diverse expression profiles of SmFADs across willow varieties, in various tissues, and throughout the willow bud development stages revealed a spectrum of functional diversity for these genes. Moreover, specific SmFADs might play a crucial role in callus development and the response to culturing conditions in various willow cultivars. This research underscored the importance of SmFAD profiles and functions and identified potential genes for enhancing forest resilience.
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Affiliation(s)
- Hui Wei
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China
| | - Tiantian Xu
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China
| | - Chunying Luo
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China
| | - Duojin Ma
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China
| | - Fan Yang
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China
| | - Peijian Yang
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China
| | - Xiaoxi Zhou
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China
| | - Guoyuan Liu
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China
| | - Bolin Lian
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China.
| | - Fei Zhong
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China.
| | - Jian Zhang
- Key Laboratory of Landscape Plant Genetics and Breeding, School of Life Sciences, Nantong University, Nantong, China; Key Lab of Landscape Plant Genetics and Breeding, Nantong 226000, China.
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10
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Jaswal R, Dubey H, Kiran K, Rawal H, Kumar G, Rajarammohan S, Deshmukh R, Sonah H, Prasad P, Bhardwaj SC, Gupta N, Sharma TR. Identification and functional characterization of the npc-2-like domain containing rust effector protein that suppresses cell death in plants. Mol Biol Rep 2024; 51:962. [PMID: 39235644 DOI: 10.1007/s11033-024-09894-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 08/27/2024] [Indexed: 09/06/2024]
Abstract
The MD-2-related lipid-recognition (ML/Md-2) domain is a lipid/sterol-binding domain that are involved in sterol transfer and innate immunity in eukaryotes. Here we report a genome-wide survey of this family, identifying 84 genes in 30 fungi including plant pathogens. All the studied species were found to have varied ML numbers, and expansion of the family was observed in Rhizophagus irregularis (RI) with 33 genes. The molecular docking studies of these proteins with cholesterol derivatives indicate lipid-binding functional conservation across the animal and fungi kingdom. The phylogenetic studies among eukaryotic ML proteins showed that Puccinia ML members are more closely associated with animal (insect) npc2 proteins than other fungal ML members. One of the candidates from leaf rust fungus Puccinia triticina, Pt5643 was PCR amplified and further characterized using various studies such as qRT-PCR, subcellular localization studies, yeast functional complementation, signal peptide validation, and expression studies. The Pt5643 exhibits the highest expression on the 5th day post-infection (dpi). The confocal microscopy of Pt5643 in onion epidermal cells and N. benthamiana shows its location in the cytoplasm and nucleus. The functional complementation studies of Pt5643 in npc2 mutant yeast showed its functional similarity to the eukaryotic/yeast npc2 gene. Furthermore, the overexpression of Pt5643 also suppressed the BAX, NEP1, and H₂O₂-induced program cell death in Nicotiana species and yeast. Altogether the present study reports the novel function of ML domain proteins in plant fungal pathogens and their possible role as effector molecules in host defense manipulation.
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Affiliation(s)
- Rajdeep Jaswal
- National Agri-Food Biotechnology Institute (NABI), Mohali, 140306, Punjab, India
- Department of Microbiology, Panjab University, Chandigarh, 160014, Punjab, India
| | - Himanshu Dubey
- National Institute for Plant Biotechnology, Pusa Campus, New Delhi, 110012, India
| | - Kanti Kiran
- National Institute for Plant Biotechnology, Pusa Campus, New Delhi, 110012, India
| | - Hukam Rawal
- National Institute for Plant Biotechnology, Pusa Campus, New Delhi, 110012, India
| | - Gulshan Kumar
- Department of Entomology, University of Georgia, Tifton, GA, 30223, USA
| | | | - Rupesh Deshmukh
- Department of Biotechnology, Central University of Haryana, Mahendragarh, Haryana, 123031, India
| | - Humira Sonah
- Department of Biotechnology, Central University of Haryana, Mahendragarh, Haryana, 123031, India
| | - Pramod Prasad
- ICAR-Indian Institute of Wheat and Barley Research, Regional Station, Flowerdale, 171009, Shimla, India
| | - Subhash C Bhardwaj
- ICAR-Indian Institute of Wheat and Barley Research, Regional Station, Flowerdale, 171009, Shimla, India
| | - Naveen Gupta
- Department of Microbiology, Panjab University, Chandigarh, 160014, Punjab, India.
| | - Tilak Raj Sharma
- National Agri-Food Biotechnology Institute (NABI), Mohali, 140306, Punjab, India.
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11
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Margaritopoulou T, Baira E, Anagnostopoulos C, Vichou KE, Markellou E. Phospholipid production and signaling by a plant defense inducer against Podosphaera xanthii is genotype-dependent. HORTICULTURE RESEARCH 2024; 11:uhae190. [PMID: 39247879 PMCID: PMC11377184 DOI: 10.1093/hr/uhae190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 07/01/2024] [Indexed: 09/10/2024]
Abstract
Biotrophic phytopathogenic fungi such as Podosphaera xanthii have evolved sophisticated mechanisms to adapt to various environments causing powdery mildews leading to substantial yield losses. Today, due to known adverse effects of pesticides, development of alternative control means is crucial and can be achieved by combining plant protection products with resistant genotypes. Using plant defense inducers, natural molecules that stimulate plant immune system mimicking pathogen attack is sustainable, but information about their mode of action in different hosts or host genotypes is extremely limited. Reynoutria sachalinensis extract, a known plant defense inducer, especially through the Salicylic acid pathway in Cucurbitaceae crops against P. xanthii, was employed to analyze the signaling cascade of defense activation. Here, we demonstrate that R. sachalinensis extract enhances phospholipid production and signaling in a Susceptible to P. xanthii courgette genotype, while limited response is observed in an Intermediate Resistance genotype due to genetic resistance. Functional enrichment and cluster analysis of the upregulated expressed genes revealed that inducer application promoted mainly lipid- and membrane-related pathways in the Susceptible genotype. On the contrary, the Intermediate Resistance genotype exhibited elevated broad spectrum defense pathways at control conditions, while inducer application did not promote any significant changes. This outcome was obvious and at the metabolite level. Main factor distinguishing the Intermediate Resistance form the Susceptible genotype was the epigenetic regulated increased expression of a G3P acyltransferase catalyzing phospholipid production. Our study provides evidence on phospholipid-based signaling after plant defense inducer treatment, and the selective role of plant's genetic background.
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Affiliation(s)
- Theoni Margaritopoulou
- Laboratory of Mycology, Scientific Directorate of Phytopathology, Benaki Phytopathological Institute, Kifissia 14561, Greece
| | - Eirini Baira
- Laboratory of Toxicological Control of Pesticides, Scientific Directorate of Pesticides' Control & Phytopharmacy, Benaki Phytopathological Institute, Kifissia 14561, Greece
| | - Christos Anagnostopoulos
- Laboratory of Pesticide Residues, Scientific Directorate of Pesticides' Control & Phytopharmacy, Benaki Phytopathological Institute, Kifissia 14561, Greece
| | - Katerina-Eleni Vichou
- Laboratory of Mycology, Scientific Directorate of Phytopathology, Benaki Phytopathological Institute, Kifissia 14561, Greece
| | - Emilia Markellou
- Laboratory of Mycology, Scientific Directorate of Phytopathology, Benaki Phytopathological Institute, Kifissia 14561, Greece
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12
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Hoffmann-Benning S, Simon-Plas F. Editorial: Lipid signaling in plant physiology. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2024; 344:112088. [PMID: 38614361 DOI: 10.1016/j.plantsci.2024.112088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/15/2024]
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13
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Martino C, Badalamenti R, Frinchi M, Chiarelli R, Palumbo Piccionello A, Urone G, Mauro M, Arizza V, Luparello C, Di Liberto V, Mudò G, Vazzana M. The stunting effect of an oxylipins-containing macroalgae extract on sea urchin reproduction and neuroblastoma cells viability. CHEMOSPHERE 2024; 359:142278. [PMID: 38734249 DOI: 10.1016/j.chemosphere.2024.142278] [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: 03/22/2024] [Revised: 05/03/2024] [Accepted: 05/05/2024] [Indexed: 05/13/2024]
Abstract
Different bioactive molecules extracted from macroalgae, including oxylipins, showed interesting potentials in different applications, from healthcare to biomaterial manufacturing and environmental remediation. Thus far, no studies reported the effects of oxylipins-containing macroalgae extracts on embryo development of marine invertebrates and on neuroblastoma cancer cells. Here, the effects of an oxylipins-containing extract from Ericaria brachycarpa, a canopy-forming brown algae, were investigated on the development of Arbacia lixula sea urchin embryos and on SH-SY5Y neuroblastoma cells viability. Embryos and cells were exposed to concentrations covering a full 0-100% dose-response curve, with doses ranging from 0 to 40 μg mL-1 for embryos and from 0 to 200 μg mL-1 for cells. These natural marine toxins caused a dose-dependent decrease of normal embryos development and of neuroblastoma cells viability. Toxicity was higher for exposures starting from the gastrula embryonal stage if compared to the zygote and pluteus stages, with an EC50 significantly lower by 33 and 68%, respectively. Embryos exposed to low doses showed a general delay in development with a decrease in the ability to calcify, while higher doses caused 100% block of embryo growth. Exposure of SH-SY5Y neuroblastoma cells to 40 μg mL-1 for 72 h caused 78% mortality, while no effect was observed on their neuronal-like cells derivatives, suggesting a selective targeting of proliferating cells. Western Blot experiments on both model systems displayed the modulation of different molecular markers (HSP60, HSP90, LC3, p62, CHOP and cleaved caspase-7), showing altered stress response and enhanced autophagy and apoptosis, confirmed by increased fragmented DNA in apoptotic nuclei. Our study gives new insights into the molecular strategies that marine invertebrates use when responding to their environmental natural toxins and suggests the E. brachycarpa's extract as a potential source for the development of innovative, environmentally friendly products with larvicide and antineoplastic activity.
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Affiliation(s)
- Chiara Martino
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Via Archirafi 18, 90123, Palermo, Italy; NBFC, National Biodiversity Future Center, Piazza Marina 61, 90133, Palermo, Italy.
| | - Rosario Badalamenti
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Via Archirafi 18, 90123, Palermo, Italy
| | - Monica Frinchi
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Corso Tukory 129, 90134, Palermo, Italy.
| | - Roberto Chiarelli
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Via Archirafi 18, 90123, Palermo, Italy
| | - Antonio Palumbo Piccionello
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Via Archirafi 18, 90123, Palermo, Italy
| | - Giulia Urone
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Corso Tukory 129, 90134, Palermo, Italy
| | - Manuela Mauro
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Via Archirafi 18, 90123, Palermo, Italy
| | - Vincenzo Arizza
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Via Archirafi 18, 90123, Palermo, Italy; NBFC, National Biodiversity Future Center, Piazza Marina 61, 90133, Palermo, Italy
| | - Claudio Luparello
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Via Archirafi 18, 90123, Palermo, Italy; NBFC, National Biodiversity Future Center, Piazza Marina 61, 90133, Palermo, Italy
| | - Valentina Di Liberto
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Corso Tukory 129, 90134, Palermo, Italy
| | - Giuseppa Mudò
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Corso Tukory 129, 90134, Palermo, Italy
| | - Mirella Vazzana
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, Via Archirafi 18, 90123, Palermo, Italy; NBFC, National Biodiversity Future Center, Piazza Marina 61, 90133, Palermo, Italy
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14
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Kuźniak E, Gajewska E. Lipids and Lipid-Mediated Signaling in Plant-Pathogen Interactions. Int J Mol Sci 2024; 25:7255. [PMID: 39000361 PMCID: PMC11241471 DOI: 10.3390/ijms25137255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 06/28/2024] [Accepted: 06/29/2024] [Indexed: 07/16/2024] Open
Abstract
Plant lipids are essential cell constituents with many structural, storage, signaling, and defensive functions. During plant-pathogen interactions, lipids play parts in both the preexisting passive defense mechanisms and the pathogen-induced immune responses at the local and systemic levels. They interact with various components of the plant immune network and can modulate plant defense both positively and negatively. Under biotic stress, lipid signaling is mostly associated with oxygenated natural products derived from unsaturated fatty acids, known as oxylipins; among these, jasmonic acid has been of great interest as a specific mediator of plant defense against necrotrophic pathogens. Although numerous studies have documented the contribution of oxylipins and other lipid-derived species in plant immunity, their specific roles in plant-pathogen interactions and their involvement in the signaling network require further elucidation. This review presents the most relevant and recent studies on lipids and lipid-derived signaling molecules involved in plant-pathogen interactions, with the aim of providing a deeper insight into the mechanisms underpinning lipid-mediated regulation of the plant immune system.
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Affiliation(s)
- Elżbieta Kuźniak
- Department of Plant Physiology and Biochemistry, University of Lodz, 90-237 Łódź, Poland
| | - Ewa Gajewska
- Department of Plant Physiology and Biochemistry, University of Lodz, 90-237 Łódź, Poland
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15
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Yu Z, Fredua-Agyeman R, Strelkov SE, Hwang SF. RNA-Seq Bulked Segregant Analysis of an Exotic B. napus ssp. napobrassica (Rutabaga) F 2 Population Reveals Novel QTLs for Breeding Clubroot-Resistant Canola. Int J Mol Sci 2024; 25:4596. [PMID: 38731814 PMCID: PMC11083300 DOI: 10.3390/ijms25094596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 04/16/2024] [Accepted: 04/19/2024] [Indexed: 05/13/2024] Open
Abstract
In this study, a rutabaga (Brassica napus ssp. napobrassica) donor parent FGRA106, which exhibited broad-spectrum resistance to 17 isolates representing 16 pathotypes of Plasmodiophora brassicae, was used in genetic crosses with the susceptible spring-type canola (B. napus ssp. napus) accession FG769. The F2 plants derived from a clubroot-resistant F1 plant were screened against three P. brassicae isolates representing pathotypes 3A, 3D, and 3H. Chi-square (χ2) goodness-of-fit tests indicated that the F2 plants inherited two major clubroot resistance genes from the CR donor FGRA106. The total RNA from plants resistant (R) and susceptible (S) to each pathotype were pooled and subjected to bulked segregant RNA-sequencing (BSR-Seq). The analysis of gene expression profiles identified 431, 67, and 98 differentially expressed genes (DEGs) between the R and S bulks. The variant calling method indicated a total of 12 (7 major + 5 minor) QTLs across seven chromosomes. The seven major QTLs included: BnaA5P3A.CRX1.1, BnaC1P3H.CRX1.2, and BnaC7P3A.CRX1.1 on chromosomes A05, C01, and C07, respectively; and BnaA8P3D.CRX1.1, BnaA8P3D.RCr91.2/BnaA8P3H.RCr91.2, BnaA8P3H.Crr11.3/BnaA8P3D.Crr11.3, and BnaA8P3D.qBrCR381.4 on chromosome A08. A total of 16 of the DEGs were located in the major QTL regions, 13 of which were on chromosome C07. The molecular data suggested that clubroot resistance in FGRA106 may be controlled by major and minor genes on both the A and C genomes, which are deployed in different combinations to confer resistance to the different isolates. This study provides valuable germplasm for the breeding of clubroot-resistant B. napus cultivars in Western Canada.
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Affiliation(s)
| | - Rudolph Fredua-Agyeman
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G 2P5, Canada; (Z.Y.); (S.-F.H.)
| | - Stephen E. Strelkov
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G 2P5, Canada; (Z.Y.); (S.-F.H.)
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16
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Dubery IA, Nephali LP, Tugizimana F, Steenkamp PA. Data-Driven Characterization of Metabolome Reprogramming during Early Development of Sorghum Seedlings. Metabolites 2024; 14:112. [PMID: 38393004 PMCID: PMC10891503 DOI: 10.3390/metabo14020112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/31/2024] [Accepted: 02/05/2024] [Indexed: 02/25/2024] Open
Abstract
Specialized metabolites are produced via discrete metabolic pathways. These small molecules play significant roles in plant growth and development, as well as defense against environmental stresses. These include damping off or seedling blight at a post-emergence stage. Targeted metabolomics was followed to gain insights into metabolome changes characteristic of different developmental stages of sorghum seedlings. Metabolites were extracted from leaves at seven time points post-germination and analyzed using ultra-high performance liquid chromatography coupled to mass spectrometry. Multivariate statistical analysis combined with chemometric tools, such as principal component analysis, hierarchical clustering analysis, and orthogonal partial least squares-discriminant analysis, were applied for data exploration and to reduce data dimensionality as well as for the selection of potential discriminant biomarkers. Changes in metabolome patterns of the seedlings were analyzed in the early, middle, and late stages of growth (7, 14, and 29 days post-germination). The metabolite classes were amino acids, organic acids, lipids, cyanogenic glycosides, hormones, hydroxycinnamic acid derivatives, and flavonoids, with the latter representing the largest class of metabolites. In general, the metabolite content showed an increase with the progression of the plant growth stages. Most of the differential metabolites were derived from tryptophan and phenylalanine, which contribute to innate immune defenses as well as growth. Quantitative analysis identified a correlation of apigenin flavone derivatives with growth stage. Data-driven investigations of these metabolomes provided new insights into the developmental dynamics that occur in seedlings to limit post-germination mortality.
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Affiliation(s)
- Ian A. Dubery
- Research Centre for Plant Metabolomics, Department of Biochemistry, University of Johannesburg, P.O. Box 524, Auckland Park 2006, South Africa; (L.P.N.); (F.T.); (P.A.S.)
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