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Xu X, Yu TF, Wei JT, Ma XF, Liu YW, Zhang JP, Zheng L, Hou ZH, Chen J, Zhou YB, Chen M, Ma J, Jiang YF, Ji HT, Li LH, Ma YZ, Zhang ZA, Xu ZS. TaWRKY24 integrates the tryptophan metabolism pathways to participate in defense against Fusarium crown rot in wheat. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024. [PMID: 39499237 DOI: 10.1111/tpj.17079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 09/26/2024] [Accepted: 10/03/2024] [Indexed: 11/07/2024]
Abstract
Wheat growth process has been experiencing severe challenges arising from the adverse environment. Notably, the incidence of Fusarium crown rot (FCR), a severe soil-borne disease caused by Fusarium pseudograminearum (Fp), has significantly intensified in various wheat-growing regions, resulting in a decline in grain yield. However, the identification of wheat varieties and the exploration of effective gene resources resistant to FCR have not yet been accomplished. Here, we screened and identified the tryptophan metabolism pathway to participate in wheat resistance to FCR by correlation analysis between transcriptome and metabolome, and found that indole-3-acetaldehyde (IAAld) and melatonin, two key metabolites in the tryptophan metabolic pathway, were significantly accumulated in Fp-induced wheat stem bases. Interestingly, exogenous application of these two metabolites could significantly enhance wheat resistance against Fp. Additionally, we observed that the activity of TaALDHase, a crucial enzyme responsible for catalyzing IAAld to produce indole-3-acetic acid (IAA), was inhibited. Conversely, the activity of TaMTase, a rate-limiting involved in melatonin biosynthesis, was enhanced in the Fp-induced wheat transcriptome. Further analysis showed that TaWRKY24 could regulate IAA and melatonin biosynthesis by inhibiting the expression of TaALDHase and enhancing the transcription of TaMTase, respectively. Silencing of TaALDHase could significantly increase wheat resistance to FCR. However, interference with TaWRKY24 or TaMTase could decrease wheat resistance to FCR. Collectively, our findings demonstrate the crucial role of the tryptophan metabolism pathway in conferring resistance against FCR in wheat, thereby expanding its repertoire of biological functions within the plant system.
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Affiliation(s)
- Xing Xu
- College of Agronomy, Jilin Agricultural University, Changchun, China
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Tai-Fei Yu
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Ji-Tong Wei
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Xiao-Fei Ma
- Institute of Wheat Research, Shanxi Agricultural University, Linfen, China
| | - Yong-Wei Liu
- Institute of Biotechnology and Food Science, Hebei Academy of Agriculture and Forestry Sciences/Hebei Key Laboratory of Drought-Alkali Tolerance in Wheat, Cangzhou, Shijiazhuang, 050051, China
| | - Jin-Peng Zhang
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Lei Zheng
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Ze-Hao Hou
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Jun Chen
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Yong-Bin Zhou
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Ming Chen
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Jian Ma
- College of Agronomy, Jilin Agricultural University, Changchun, China
| | - Yun-Feng Jiang
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu, China
| | - Hu-Tai Ji
- Institute of Wheat Research, Shanxi Agricultural University, Linfen, China
| | - Li-Hui Li
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
- National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences/Seed Industry Laboratory, Sanya, China
| | - You-Zhi Ma
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
- National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences/Seed Industry Laboratory, Sanya, China
| | - Zhi-An Zhang
- College of Agronomy, Jilin Agricultural University, Changchun, China
| | - Zhao-Shi Xu
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
- National Nanfan Research Institute (Sanya), Chinese Academy of Agricultural Sciences/Seed Industry Laboratory, Sanya, China
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2
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Hong Y, Yu Z, Zhou Q, Chen C, Hao Y, Wang Z, Zhu JK, Guo H, Huang AC. NAD + deficiency primes defense metabolism via 1O 2-escalated jasmonate biosynthesis in plants. Nat Commun 2024; 15:6652. [PMID: 39103368 PMCID: PMC11300881 DOI: 10.1038/s41467-024-51114-1] [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: 10/11/2023] [Accepted: 07/29/2024] [Indexed: 08/07/2024] Open
Abstract
Nicotinamide adenine dinucleotide (NAD+) is a redox cofactor and signal central to cell metabolisms. Disrupting NAD homeostasis in plant alters growth and stress resistance, yet the underlying mechanisms remain largely unknown. Here, by combining genetics with multi-omics, we discover that NAD+ deficiency in qs-2 caused by mutation in NAD+ biosynthesis gene-Quinolinate Synthase retards growth but induces biosynthesis of defense compounds, notably aliphatic glucosinolates that confer insect resistance. The elevated defense in qs-2 is resulted from activated jasmonate biosynthesis, critically hydroperoxidation of α-linolenic acid by the 13-lipoxygenase (namely LOX2), which is escalated via the burst of chloroplastic ROS-singlet oxygen (1O2). The NAD+ deficiency-mediated JA induction and defense priming sequence in plants is recapitulated upon insect infestation, suggesting such defense mechanism operates in plant stress response. Hence, NAD homeostasis is a pivotal metabolic checkpoint that may be manipulated to navigate plant growth and defense metabolism for stress acclimation.
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Affiliation(s)
- Yechun Hong
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, SUSTech-PKU Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, Guangdong, China
- Institute of Advanced Biotechnology and School of Medicine, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Zongjun Yu
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, SUSTech-PKU Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, Guangdong, China
| | - Qian Zhou
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, SUSTech-PKU Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, Guangdong, China
| | - Chunyu Chen
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, SUSTech-PKU Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, Guangdong, China
| | - Yuqiong Hao
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, SUSTech-PKU Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, Guangdong, China
- Institute of Wheat Research, Shanxi Agricultural University, Linfen, 041000, Shanxi, China
| | - Zhen Wang
- School of Life Sciences, Anhui Agricultural University, Hefei, 230036, Anhui, China
| | - Jian-Kang Zhu
- Institute of Advanced Biotechnology and School of Medicine, Southern University of Science and Technology, Shenzhen, 518055, China
| | - Hongwei Guo
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, SUSTech-PKU Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, Guangdong, China
| | - Ancheng C Huang
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, SUSTech-PKU Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, 518055, Guangdong, China.
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3
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Zhou X, Zhang L, Zhang P, Xu H, Song J, Chang Y, Cai T, Xie C. Comparative transcriptomic analysis revealed important processes underlying the static magnetic field effects on Arabidopsis. FRONTIERS IN PLANT SCIENCE 2024; 15:1390031. [PMID: 38863539 PMCID: PMC11165219 DOI: 10.3389/fpls.2024.1390031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Accepted: 05/07/2024] [Indexed: 06/13/2024]
Abstract
Static magnetic field (SMF) plays important roles in various biological processes of many organisms including plants, though the molecular mechanism remains largely unclear. Here in this study, we evaluated different magnetic setups to test their effects on growth and development on Arabidopsis (Arabidopsis thaliana), and discovered that plant growth was significantly enhanced by inhomogeneous SMF generated by a regular triangular prism magnet perpendicular to the direction of gravity. Comparative transcriptomic analysis revealed that auxin synthesis and signal transduction genes were upregulated by SMF exposure. SMF also facilitated plants to maintain the iron homeostasis. The expression of iron metabolism-related genes was downregulated by SMF, however, the iron content in plant tissues remains relatively unchanged. Furthermore, SMF exposure also helped the plants to reduce ROS level and synergistically maintain the oxidant balance by enhanced activity of antioxidant enzymes and accumulation of nicotinamide. Taken together, our data suggested that SMF is involved in regulating the growth and development of Arabidopsis thaliana through maintaining iron homeostasis and balancing oxidative stress, which could be beneficial for plant survival and growth. The work presented here would extend our understanding of the mechanism and the regulatory network of how magnetic field affects the plant growth, which would provide insights into the development of novel plant synthetic biology technologies to engineer stress-resistant and high-yielding crops.
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Affiliation(s)
- Xiujuan Zhou
- High Magnetic Field Laboratory, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Science Island, Hefei, China
- Science Island Branch of Graduate School, University of Science and Technology of China, Hefei, China
| | - Lin Zhang
- High Magnetic Field Laboratory, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Science Island, Hefei, China
| | - Peng Zhang
- High Magnetic Field Laboratory, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Science Island, Hefei, China
- Science Island Branch of Graduate School, University of Science and Technology of China, Hefei, China
| | - Hang Xu
- Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresource, College of Tropical Crops, Hainan University, Haikou, China
- Sanya Nanfan Research Institute of Hainan University, Hainan Yazhou Bay Seed Laboratory, Sanya, China
| | - Jialei Song
- High Magnetic Field Laboratory, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Science Island, Hefei, China
- Science Island Branch of Graduate School, University of Science and Technology of China, Hefei, China
| | - Yafei Chang
- High Magnetic Field Laboratory, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Science Island, Hefei, China
- Science Island Branch of Graduate School, University of Science and Technology of China, Hefei, China
| | - Tiantian Cai
- High Magnetic Field Laboratory, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Science Island, Hefei, China
- Science Island Branch of Graduate School, University of Science and Technology of China, Hefei, China
- Institute of Quantum Sensing, Zhejiang University, Hangzhou, China
| | - Can Xie
- High Magnetic Field Laboratory, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Science Island, Hefei, China
- Science Island Branch of Graduate School, University of Science and Technology of China, Hefei, China
- Institute of Quantum Sensing, Zhejiang University, Hangzhou, China
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4
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Wang X, Zhang J, Lu X, Bai Y, Wang G. Two diversities meet in the rhizosphere: root specialized metabolites and microbiome. J Genet Genomics 2024; 51:467-478. [PMID: 37879496 DOI: 10.1016/j.jgg.2023.10.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 10/15/2023] [Accepted: 10/15/2023] [Indexed: 10/27/2023]
Abstract
Plants serve as rich repositories of diverse chemical compounds collectively referred to as specialized metabolites. These compounds are of importance for adaptive processes, including interactions with various microbes both beneficial and harmful. Considering microbes as bioreactors, the chemical diversity undergoes dynamic changes when root-derived specialized metabolites (RSMs) and microbes encounter each other in the rhizosphere. Recent advancements in sequencing techniques and molecular biology tools have not only accelerated the elucidation of biosynthetic pathways of RSMs but also unveiled the significance of RSMs in plant-microbe interactions. In this review, we provide a comprehensive description of the effects of RSMs on microbe assembly in the rhizosphere and the influence of corresponding microbial changes on plant health, incorporating the most up-to-date information available. Additionally, we highlight open questions that remain for a deeper understanding of and harnessing the potential of RSM-microbe interactions to enhance plant adaptation to the environment. Finally, we propose a pipeline for investigating the intricate associations between root exometabolites and the rhizomicrobiome.
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Affiliation(s)
- Xiaochen Wang
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing 100101, China
| | - Jingying Zhang
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing 100101, China; CAS-JIC Centre of Excellence for Plant and Microbial Science, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; Hainan Yazhou Bay Seed Laboratory, Sanya, Hainan 572025, China
| | - Xinjun Lu
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing 100101, China; CAS-JIC Centre of Excellence for Plant and Microbial Science, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; Hainan Yazhou Bay Seed Laboratory, Sanya, Hainan 572025, China
| | - Yang Bai
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing 100101, China; CAS-JIC Centre of Excellence for Plant and Microbial Science, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing 100101, China; Hainan Yazhou Bay Seed Laboratory, Sanya, Hainan 572025, China; College of Advanced Agricultural Sciences, Chinese Academy of Sciences, Beijing 100049, China.
| | - Guodong Wang
- State Key Laboratory of Plant Genomics, Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing 100101, China; College of Advanced Agricultural Sciences, Chinese Academy of Sciences, Beijing 100049, China.
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5
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Membrez M, Migliavacca E, Christen S, Yaku K, Trieu J, Lee AK, Morandini F, Giner MP, Stiner J, Makarov MV, Garratt ES, Vasiloglou MF, Chanvillard L, Dalbram E, Ehrlich AM, Sanchez-Garcia JL, Canto C, Karagounis LG, Treebak JT, Migaud ME, Heshmat R, Razi F, Karnani N, Ostovar A, Farzadfar F, Tay SKH, Sanders MJ, Lillycrop KA, Godfrey KM, Nakagawa T, Moco S, Koopman R, Lynch GS, Sorrentino V, Feige JN. Trigonelline is an NAD + precursor that improves muscle function during ageing and is reduced in human sarcopenia. Nat Metab 2024; 6:433-447. [PMID: 38504132 DOI: 10.1038/s42255-024-00997-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 01/26/2024] [Indexed: 03/21/2024]
Abstract
Mitochondrial dysfunction and low nicotinamide adenine dinucleotide (NAD+) levels are hallmarks of skeletal muscle ageing and sarcopenia1-3, but it is unclear whether these defects result from local changes or can be mediated by systemic or dietary cues. Here we report a functional link between circulating levels of the natural alkaloid trigonelline, which is structurally related to nicotinic acid4, NAD+ levels and muscle health in multiple species. In humans, serum trigonelline levels are reduced with sarcopenia and correlate positively with muscle strength and mitochondrial oxidative phosphorylation in skeletal muscle. Using naturally occurring and isotopically labelled trigonelline, we demonstrate that trigonelline incorporates into the NAD+ pool and increases NAD+ levels in Caenorhabditis elegans, mice and primary myotubes from healthy individuals and individuals with sarcopenia. Mechanistically, trigonelline does not activate GPR109A but is metabolized via the nicotinate phosphoribosyltransferase/Preiss-Handler pathway5,6 across models. In C. elegans, trigonelline improves mitochondrial respiration and biogenesis, reduces age-related muscle wasting and increases lifespan and mobility through an NAD+-dependent mechanism requiring sirtuin. Dietary trigonelline supplementation in male mice enhances muscle strength and prevents fatigue during ageing. Collectively, we identify nutritional supplementation of trigonelline as an NAD+-boosting strategy with therapeutic potential for age-associated muscle decline.
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Affiliation(s)
- Mathieu Membrez
- Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland
| | | | - Stefan Christen
- Nestlé Institute of Food Safety and Analytical Sciences, Nestlé Research, Lausanne, Switzerland
| | - Keisuke Yaku
- Department of Molecular and Medical Pharmacology, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Jennifer Trieu
- Centre for Muscle Research, Department of Anatomy and Physiology, University of Melbourne, Melbourne, Victoria, Australia
| | - Alaina K Lee
- Centre for Muscle Research, Department of Anatomy and Physiology, University of Melbourne, Melbourne, Victoria, Australia
| | - Francesco Morandini
- Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Maria Pilar Giner
- Nestlé Institute of Food Safety and Analytical Sciences, Nestlé Research, Lausanne, Switzerland
| | - Jade Stiner
- Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Mikhail V Makarov
- Mitchell Cancer Institute, Department of Pharmacology, F. P. Whiddon College of Medicine, University of South Alabama, Mobile, AL, USA
| | - Emma S Garratt
- Institute of Developmental Sciences, Human Developmental and Health, Faculty of Medicine, University of Southampton, Southampton, UK
- National Institute for Health and Care Research, Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Maria F Vasiloglou
- Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland
| | - Lucie Chanvillard
- Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Emilie Dalbram
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Amy M Ehrlich
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | | | - Carles Canto
- Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Leonidas G Karagounis
- Nestlé Health Science, Translation Research, Lausanne, Switzerland
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, Victoria, Australia
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Jonas T Treebak
- Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Marie E Migaud
- Mitchell Cancer Institute, Department of Pharmacology, F. P. Whiddon College of Medicine, University of South Alabama, Mobile, AL, USA
| | - Ramin Heshmat
- Chronic Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Farideh Razi
- Metabolomics and Genomics Research Center, Endocrinology and Metabolism Molecular-Cellular Science Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Neerja Karnani
- Singapore Institute for Clinical Sciences (A*STAR), Singapore, Singapore
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Bioinformatics Institute, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore
| | - Afshin Ostovar
- Osteoporosis Research Center, Endocrinology and Metabolism Clinical Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Farshad Farzadfar
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Stacey K H Tay
- KTP-National University Children's Medical Institute, National University Hospital, Singapore, Singapore
| | - Matthew J Sanders
- Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland
| | - Karen A Lillycrop
- Institute of Developmental Sciences, Human Developmental and Health, Faculty of Medicine, University of Southampton, Southampton, UK
- National Institute for Health and Care Research, Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK
| | - Keith M Godfrey
- Institute of Developmental Sciences, Human Developmental and Health, Faculty of Medicine, University of Southampton, Southampton, UK
- National Institute for Health and Care Research, Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
- Medical Research Council Lifecourse Epidemiology Centre, University of Southampton, Southampton, UK
| | - Takashi Nakagawa
- Department of Molecular and Medical Pharmacology, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Sofia Moco
- Nestlé Institute of Food Safety and Analytical Sciences, Nestlé Research, Lausanne, Switzerland
- Division of Molecular and Computational Toxicology, Department of Chemistry and Pharmaceutical Sciences, Amsterdam Institute for Molecular and Life Sciences, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - René Koopman
- Centre for Muscle Research, Department of Anatomy and Physiology, University of Melbourne, Melbourne, Victoria, Australia
| | - Gordon S Lynch
- Centre for Muscle Research, Department of Anatomy and Physiology, University of Melbourne, Melbourne, Victoria, Australia
| | - Vincenzo Sorrentino
- Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland.
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Healthy Longevity Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
| | - Jerome N Feige
- Nestlé Institute of Health Sciences, Nestlé Research, Lausanne, Switzerland.
- School of Life Sciences, Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.
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Liu Y, Ge L, Tang H, Zheng J, Hu J, Wang J, Yang X, Zhang R, Wang X, Li X, Zhang Y, Shi Q. cGMP functions as an important messenger involved in SlSAMS1-regulated salt stress tolerance in tomato. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 204:108097. [PMID: 37864930 DOI: 10.1016/j.plaphy.2023.108097] [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: 08/06/2023] [Revised: 10/04/2023] [Accepted: 10/12/2023] [Indexed: 10/23/2023]
Abstract
Salt stress adversely affects the growth, development, and yield of tomato (Solanum lycopersicum). SAM Synthetase (SAMS), which is responsible for the biosynthesis of S-adenosylmethionine (SAM, a precursor of polyamine biosynthesis), participates in plant response to abiotic stress. However, the regulatory mechanism of SAMS-mediated salt stress tolerance remains elusive. In this study, we characterized a SAMS homologue SlSAMS1 in tomato. We found that SlSAMS1 is highly expressed in tomato roots, and its expression can be induced by salt stress. Crucially, overexpression of SlSAMS1 in tomato enhances salt stress tolerance. Through metabolomic profiling, we identified some differentially accumulated metabolites, especially, a secondary messenger guanosine 3',5'-cyclic monophosphate (cGMP) which may play a key role in SlSAMS1-regulated salt tolerance. A series of physiological and biochemical data suggest that cGMP alleviates salt stress-induced growth inhibition, and potentially acts downstream of the polyamine-nitric oxide (PA-NO) signaling pathway to trigger H2O2 signaling in response to salt stress. Taken together, the study reveals that SlSAMS1 regulates tomato salt tolerance via the PA-NO-cGMP-H2O2 signal module. Our findings elucidate the regulatory pathway of SlSAMS1-induced plant response to salt stress and indicate a pivotal role of cGMP in salt tolerance.
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Affiliation(s)
- Yue Liu
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Lianjing Ge
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Huimeng Tang
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Jinhui Zheng
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Jinxiang Hu
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Jingru Wang
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Xiaoyu Yang
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Ruimin Zhang
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Xiaoyun Wang
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Xiuming Li
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China
| | - Yan Zhang
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China.
| | - Qinghua Shi
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, 271018, Shandong, PR China.
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7
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Lee SA, Kim M, Esterhuizen M, Le VV, Kang M, Ko SR, Oh HM, Kim YJ, Ahn CY. An acceleration of carotenoid production and growth of Haematococcus lacustris induced by host-microbiota network interaction. Microbiol Res 2022; 262:127097. [PMID: 35751943 DOI: 10.1016/j.micres.2022.127097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 06/13/2022] [Accepted: 06/15/2022] [Indexed: 02/07/2023]
Abstract
Haematococcus lacustris is a chlamydomonadalean with high biotechnological interest owing to its capacity to produce astaxanthin, a valuable secondary carotenoid with extraordinary antioxidation properties. However, its prolonged growth has limited its utility commercially. Thus, rapid growth to attain high densities of H. lacustris cells optimally producing astaxanthin is an essential biotechnological target to facilitate profitable commercialisation. Our study focused on characterising the bacterial communities associated with the alga's phycosphere by metagenomics. Subsequently, we altered the bacterial consortia in combined co-culture with key beneficial bacteria to optimise the growth of H. lacustris. The algal biomass increased by up to 2.1-fold in co-cultures, leading to a 1.6-fold increase in the astaxanthin yield. This study attempted to significantly improve the H. lacustris growth rate and biomass yield via Next-Generation Sequencing analysis and phycosphere bacterial augmentation, highlighting the possibility to overcome the hurdles associated with astaxanthin production by H. lacustris at a commercial scale.
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Affiliation(s)
- Sang-Ah Lee
- Environmental Safety Group, Korea Institute of Science and Technology (KIST) Europe, Saarbrücken 66123, Germany; Cell Factory Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea; Department of Environmental Biotechnology, KRIBB School of Biotechnology, University of Science and Technology (UST), 217 Gajeong-ro, Yuseong-gu, Daejeon 34113, Republic of Korea
| | - Minsik Kim
- Cell Factory Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea
| | - Maranda Esterhuizen
- Environmental Safety Group, Korea Institute of Science and Technology (KIST) Europe, Saarbrücken 66123, Germany; Helsinki Institute of Sustainability Science (HELSUS), Fabianinkatu 33, 00014 Helsinki, Finland; University of Helsinki, Ecosystems and Environment Research Programme, Faculty of Biological and Environmental Sciences, Niemenkatu 73, 15140 Lahti, Finland; University of Manitoba, Clayton H. Riddell Faculty of Environment, Earth, and Resources, Wallace Building, 125 Dysart Road, Winnipeg MB R3T 2N2, Canada
| | - Ve Van Le
- Cell Factory Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea; Department of Environmental Biotechnology, KRIBB School of Biotechnology, University of Science and Technology (UST), 217 Gajeong-ro, Yuseong-gu, Daejeon 34113, Republic of Korea
| | - Mingyeong Kang
- Cell Factory Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea; Department of Environmental Biotechnology, KRIBB School of Biotechnology, University of Science and Technology (UST), 217 Gajeong-ro, Yuseong-gu, Daejeon 34113, Republic of Korea
| | - So-Ra Ko
- Cell Factory Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea
| | - Hee-Mock Oh
- Cell Factory Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea; Department of Environmental Biotechnology, KRIBB School of Biotechnology, University of Science and Technology (UST), 217 Gajeong-ro, Yuseong-gu, Daejeon 34113, Republic of Korea
| | - Young Jun Kim
- Environmental Safety Group, Korea Institute of Science and Technology (KIST) Europe, Saarbrücken 66123, Germany.
| | - Chi-Yong Ahn
- Cell Factory Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), Daejeon 34141, Republic of Korea; Department of Environmental Biotechnology, KRIBB School of Biotechnology, University of Science and Technology (UST), 217 Gajeong-ro, Yuseong-gu, Daejeon 34113, Republic of Korea.
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8
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He H, Zhang Y, Wen B, Meng X, Wang N, Sun M, Zhang R, Zhao X, Tan Q, Xiao W, Li D, Fu X, Chen X, Li L. PpNUDX8, a Peach NUDIX Hydrolase, Plays a Negative Regulator in Response to Drought Stress. FRONTIERS IN PLANT SCIENCE 2022; 12:831883. [PMID: 35251068 PMCID: PMC8888663 DOI: 10.3389/fpls.2021.831883] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 12/29/2021] [Indexed: 06/14/2023]
Abstract
Drought stress is a serious abiotic stress source that affects the growth and fruit quality of peach trees. However, the molecular mechanism of the NUDIX hydrolase family in peaches in response to drought stress is still unclear. Here, we isolated and identified the PpNUDX8 (Prupe.5G062300.1) gene from the peach NUDIX hydrolase family, and found that PpNUDX8 has a typical NUDIX hydrolase domain. In this study, we performed 15% PEG6000 drought treatment on peach seedlings, and qRT-PCR analysis showed that 15% PEG6000 induced the transcription level of PpNUDX8. Overexpression of PpNUDX8 reduced the tolerance of calli to 4% PEG6000 treatment. Compared with wild-type apple calli, PpNUDX8 transgenic apple calli had a lower fresh weight and higher MDA content. After 15% PEG6000 drought treatment, PpNUDX8 transgenic tobacco had a greater degree of wilting and shorter primary roots than Under control conditions. The chlorophyll, soluble protein, and proline contents in the transgenic tobacco decreased, and the MDA content and relative conductivity increased. At the same time, PpNUDX8 negatively regulated ABA signal transduction and reduced the transcriptional expression of stress response genes. In addition, PpNUDX8 was not sensitive to ABA, overexpression of PpNUDX8 reduced the expression of the ABA synthesis-related gene NCED6 and increases the expression of the ABA decomposition-related gene CYP1 in tobacco, which in turn leads to a decrease in the ABA content in tobacco. In addition, Under control conditions, overexpression of PpNUDX8 destroyed the homeostasis of NAD and reduced nicotinamide adenine dinucleotide (NADH) in tobacco. After 15% PEG6000 drought treatment, the changes in NAD and NADH in PpNUDX8 transgenic tobacco were more severe than those in WT tobacco. In addition, PpNUDX8 also interacted with PpSnRk1γ (Prupe.6G323700.1).
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Affiliation(s)
- HuaJie He
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - YuZheng Zhang
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - BinBin Wen
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - XiangGuang Meng
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - Ning Wang
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - MingYun Sun
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - Rui Zhang
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - XueHui Zhao
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - QiuPing Tan
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
- College of Life Sciences, Shandong Agricultural University, Taian, China
| | - Wei Xiao
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - DongMei Li
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - XiLing Fu
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - XiuDe Chen
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
| | - Ling Li
- College of Horticulture Science and Engineering, Shandong Agricultural University, Taian, China
- State Key Laboratory of Crop Biology, Shandong Agricultural University, Taian, China
- Shandong Province Collaborative Innovation Center for High-Quality and High-Efficiency Vegetable Production, Taian, China
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9
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Dubs NM, Davis BR, de Brito V, Colebrook KC, Tiefel IJ, Nakayama MB, Huang R, Ledvina AE, Hack SJ, Inkelaar B, Martins TR, Aartila SM, Albritton KS, Almuhanna S, Arnoldi RJ, Austin CK, Battle AC, Begeman GR, Bickings CM, Bradfield JT, Branch EC, Conti EP, Cooley B, Dotson NM, Evans CJ, Fries AS, Gilbert IG, Hillier WD, Huang P, Hyde KW, Jevtovic F, Johnson MC, Keeler JL, Lam A, Leach KM, Livsey JD, Lo JT, Loney KR, Martin NW, Mazahem AS, Mokris AN, Nichols DM, Ojha R, Okorafor NN, Paris JR, Reboucas TF, Sant'Anna PB, Seitz MR, Seymour NR, Slaski LK, Stemaly SO, Ulrich BR, Van Meter EN, Young ML, Barkman TJ. A collaborative classroom investigation of the evolution of SABATH methyltransferase substrate preference shifts over 120 million years of flowering plant history. Mol Biol Evol 2022; 39:6503504. [PMID: 35021222 PMCID: PMC8890502 DOI: 10.1093/molbev/msac007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022] Open
Abstract
Next-generation sequencing has resulted in an explosion of available data, much of which remains unstudied in terms of biochemical function; yet, experimental characterization of these sequences has the potential to provide unprecedented insight into the evolution of enzyme activity. One way to make inroads into the experimental study of the voluminous data available is to engage students by integrating teaching and research in a college classroom such that eventually hundreds or thousands of enzymes may be characterized. In this study, we capitalize on this potential to focus on SABATH methyltransferase enzymes that have been shown to methylate the important plant hormone, salicylic acid (SA), to form methyl salicylate. We analyze data from 76 enzymes of flowering plant species in 23 orders and 41 families to investigate how widely conserved substrate preference is for SA methyltransferase orthologs. We find a high degree of conservation of substrate preference for SA over the structurally similar metabolite, benzoic acid, with recent switches that appear to be associated with gene duplication and at least three cases of functional compensation by paralogous enzymes. The presence of Met in active site position 150 is a useful predictor of SA methylation preference in SABATH methyltransferases but enzymes with other residues in the homologous position show the same substrate preference. Although our dense and systematic sampling of SABATH enzymes across angiosperms has revealed novel insights, this is merely the “tip of the iceberg” since thousands of sequences remain uncharacterized in this enzyme family alone.
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Affiliation(s)
- Nicole M Dubs
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Breck R Davis
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Victor de Brito
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kate C Colebrook
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ian J Tiefel
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Madison B Nakayama
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ruiqi Huang
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Audrey E Ledvina
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Samantha J Hack
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Brent Inkelaar
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Talline R Martins
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Sarah M Aartila
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kelli S Albritton
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Sarah Almuhanna
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ryan J Arnoldi
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Clara K Austin
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Amber C Battle
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Gregory R Begeman
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Caitlin M Bickings
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Jonathon T Bradfield
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Eric C Branch
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Eric P Conti
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Breana Cooley
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Nicole M Dotson
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Cheyone J Evans
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Amber S Fries
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ivan G Gilbert
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Weston D Hillier
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Pornkamol Huang
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kaitlin W Hyde
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Filip Jevtovic
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Mark C Johnson
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Julie L Keeler
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Albert Lam
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kyle M Leach
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Jeremy D Livsey
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Jonathan T Lo
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Kevin R Loney
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Nich W Martin
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Amber S Mazahem
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Aurora N Mokris
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Destiny M Nichols
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Ruchi Ojha
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Nnanna N Okorafor
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Joshua R Paris
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | | | | | - Mathew R Seitz
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Nathan R Seymour
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Lila K Slaski
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Stephen O Stemaly
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Benjamin R Ulrich
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Emile N Van Meter
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Meghan L Young
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
| | - Todd J Barkman
- Department of Biological Sciences, Western Michigan University, Kalamazoo, MI 49008
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10
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Ahmad Z, Bashir K, Matsui A, Tanaka M, Sasaki R, Oikawa A, Hirai MY, Zu Y, Kawai-Yamada M, Rashid B, Husnain T, Seki M. Overexpression of nicotinamidase 3 (NIC3) gene and the exogenous application of nicotinic acid (NA) enhance drought tolerance and increase biomass in Arabidopsis. PLANT MOLECULAR BIOLOGY 2021; 107:63-84. [PMID: 34460049 DOI: 10.1007/s11103-021-01179-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 08/02/2021] [Indexed: 05/27/2023]
Abstract
Overexpressing Nicotinamidase 3 gene, and the exogenous application of its metabolite nicotinic acid (NA), enhance drought stress tolerance and increase biomass in Arabidopsis thaliana. With progressive global climatic changes, plant productivity is threatened severely by drought stress. Deciphering the molecular mechanisms regarding genes responsible for balancing plant growth and stress amelioration could imply multiple possibilities for future sustainable goals. Nicotinamide adenine dinucleotide (NAD) biosynthesis and recycling/ distribution is a crucial feature for plant growth. The current study focuses on the functional characterization of nicotinamidase 3 (NIC3) gene, which is involved in the biochemical conversion of nicotinamide (NAM) to nicotinic acid (NA) in the salvage pathway of NAD biosynthesis. Our data show that overexpression of NIC3 gene enhances drought stress tolerance and increases plant growth. NIC3-OX plants accumulated more NA as compared to WT plants. Moreover, the upregulation of several genes related to plant growth/stress tolerance indicates that regulating the NAD salvage pathway could significantly enhance plant growth and drought stress tolerance. The exogenous application of nicotinic acid (NA) showed a similar phenotype as the effect of overexpressing NIC3 gene. In short, we contemplated the role of NIC3 gene and NA application in drought stress tolerance and plant growth. Our results would be helpful in engineering plants with enhanced drought stress tolerance and increased growth potential.
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Affiliation(s)
- Zarnab Ahmad
- Plant Genomic Network Research Team, RIKEN Center for Sustainable Resource Science (CSRS), Yokohama, 230-0045, Japan
- Plant Genomics Laboratory, Centre of Excellence in Molecular Biology, University of the Punjab, Lahore, Pakistan
| | - Khurram Bashir
- Plant Genomic Network Research Team, RIKEN Center for Sustainable Resource Science (CSRS), Yokohama, 230-0045, Japan
- Laboratory of Plant Biotechnology, Department of Biology, Syed Babar Ali School of Science and Engineering, Lahore University of Management Sciences (LUMS), Lahore, Pakistan
| | - Akihiro Matsui
- Plant Genomic Network Research Team, RIKEN Center for Sustainable Resource Science (CSRS), Yokohama, 230-0045, Japan
- Plant Epigenome Regulation Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, 351-0198, Japan
| | - Maho Tanaka
- Plant Genomic Network Research Team, RIKEN Center for Sustainable Resource Science (CSRS), Yokohama, 230-0045, Japan
- Plant Epigenome Regulation Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, 351-0198, Japan
| | - Ryosuke Sasaki
- Mass Spectrometry and Microscopy Unit, RIKEN Center for Sustainable Resource Science (CSRS), Yokohama, 230-0045, Japan
| | - Akira Oikawa
- Mass Spectrometry and Microscopy Unit, RIKEN Center for Sustainable Resource Science (CSRS), Yokohama, 230-0045, Japan
- Faculty of Agriculture, Yamagata University, Tsuruoka, 997-8555, Japan
| | - Masami Yokota Hirai
- Mass Spectrometry and Microscopy Unit, RIKEN Center for Sustainable Resource Science (CSRS), Yokohama, 230-0045, Japan
- Metabolic Systems Research Team, RIKEN Center for Sustainable Resource Science (CSRS), Yokohama, 230-0045, Japan
- Graduate School of Bioagricultural Sciences, Nagoya University, Nagoya, 464-8601, Japan
| | - Yanhui Zu
- Graduate School of Science and Engineering, Saitama University, 225 Shimo-Okubo, Sakura-ku, Saitama, 338-8570, Japan
| | - Maki Kawai-Yamada
- Graduate School of Science and Engineering, Saitama University, 225 Shimo-Okubo, Sakura-ku, Saitama, 338-8570, Japan
| | - Bushra Rashid
- Plant Genomics Laboratory, Centre of Excellence in Molecular Biology, University of the Punjab, Lahore, Pakistan
| | - Tayyab Husnain
- Plant Genomics Laboratory, Centre of Excellence in Molecular Biology, University of the Punjab, Lahore, Pakistan
| | - Motoaki Seki
- Plant Genomic Network Research Team, RIKEN Center for Sustainable Resource Science (CSRS), Yokohama, 230-0045, Japan.
- Plant Epigenome Regulation Laboratory, RIKEN Cluster for Pioneering Research, Wako, Saitama, 351-0198, Japan.
- Kihara Institute for Biological Research, Yokohama City University, Yokohama, 244-0813, Japan.
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11
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Song H, Lu Q, Guo X. Identification of candidate genes associated with JA under elevated CO 2 in carrot ( Daucus carota L.). BIOTECHNOL BIOTEC EQ 2021. [DOI: 10.1080/13102818.2021.1954090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
Affiliation(s)
- Hongxia Song
- Collaborative Innovation Center for Improving Quality and Increasing Profits of Protected Vegetables in Shanxi, College of Horticulture, Shanxi Agricultural University, Taigu, Shanxi, PR China
| | - Qiang Lu
- Collaborative Innovation Center for Improving Quality and Increasing Profits of Protected Vegetables in Shanxi, College of Horticulture, Shanxi Agricultural University, Taigu, Shanxi, PR China
| | - Xiaoyu Guo
- Collaborative Innovation Center for Improving Quality and Increasing Profits of Protected Vegetables in Shanxi, College of Horticulture, Shanxi Agricultural University, Taigu, Shanxi, PR China
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12
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Hong Y, Wang Z, Shi H, Yao J, Liu X, Wang F, Zeng L, Xie Z, Zhu JK. Reciprocal regulation between nicotinamide adenine dinucleotide metabolism and abscisic acid and stress response pathways in Arabidopsis. PLoS Genet 2020; 16:e1008892. [PMID: 32569316 PMCID: PMC7332101 DOI: 10.1371/journal.pgen.1008892] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2020] [Revised: 07/02/2020] [Accepted: 05/27/2020] [Indexed: 12/28/2022] Open
Abstract
Nicotinamide adenine dinucleotide (NAD) is an essential coenzyme that has emerged as a central hub linking redox equilibrium and signal transduction in living organisms. The homeostasis of NAD is required for plant growth, development, and adaption to environmental cues. In this study, we isolated a chilling hypersensitive Arabidopsis thaliana mutant named qs-2 and identified the causal mutation in the gene encoding quinolinate synthase (QS) critical for NAD biosynthesis. The qs-2 mutant is also hypersensitive to salt stress and abscisic acid (ABA) but resistant to drought stress. The qs-2 mutant accumulates a reduced level of NAD and over-accumulates reactive oxygen species (ROS). The ABA-hypersensitivity of qs-2 can be rescued by supplementation of NAD precursors and by mutations in the ABA signaling components SnRK2s or RBOHF. Furthermore, ABA-induced over-accumulation of ROS in the qs-2 mutant is dependent on the SnRK2s and RBOHF. The expression of QS gene is repressed directly by ABI4, a transcription factor in the ABA response pathway. Together, our findings reveal an unexpected interplay between NAD biosynthesis and ABA and stress signaling, which is critical for our understanding of the regulation of plant growth and stress responses.
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Affiliation(s)
- Yechun Hong
- Shanghai Center for Plant Stress Biology and Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Shanghai, P.R. China
| | - Zhen Wang
- Shanghai Center for Plant Stress Biology and Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, China
- * E-mail: (ZW); (JKZ)
| | - Huazhong Shi
- Department of Chemistry and Biochemistry, Texas Tech University, Lubbock, Texas, United States of America
| | - Juanjuan Yao
- Shanghai Center for Plant Stress Biology and Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Shanghai, P.R. China
| | - Xue Liu
- Shanghai Center for Plant Stress Biology and Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Fuxing Wang
- Shanghai Center for Plant Stress Biology and Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Shanghai, P.R. China
| | - Liang Zeng
- Shanghai Center for Plant Stress Biology and Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, China
| | - Zhi Xie
- Shanghai Center for Plant Stress Biology and Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Shanghai, P.R. China
| | - Jian-Kang Zhu
- Shanghai Center for Plant Stress Biology and Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai, China
- Department of Horticulture and Landscape Architecture, Purdue University, West Lafayette, Indiana, United States of America
- * E-mail: (ZW); (JKZ)
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13
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Sattar S, Martinez MT, Ruiz AF, Hanna-Rose W, Thompson GA. Nicotinamide Inhibits Aphid Fecundity and Impacts Survival. Sci Rep 2019; 9:19709. [PMID: 31873103 PMCID: PMC6928209 DOI: 10.1038/s41598-019-55931-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 11/21/2019] [Indexed: 11/18/2022] Open
Abstract
Nicotinamide (NAM) alters behavior in C. elegans and Drosophila, serving as an agonist of TRPV channels affecting sensory neurons and mimicking the mode of action of insecticides used to control phloem-feeding insects. The impact of NAM on green peach aphid (Myzus persicae) behaviors was assessed in artificial diet assays and foliar applications to Arabidopsis plants. Aphids feeding on artificial diets supplemented with NAM impaired stylet movement causing feeding interruptions and ultimately starvation and death. Aphid feeding behaviors were negatively impacted on NAM sprayed plants at concentrations as low as 2.5 mM leading to increased mortality. In choice assays with NAM sprayed leaves aphids showed clear preference for untreated control leaves. NAM is an intermediate in the NAD salvage pathway that should accumulate in nicotinamidase (nic) mutants. LC-MS analysis showed NAM accumulates 60-fold in nic-1-1 Arabidopsis mutants as compared with Col-0. Aphid reproductive potential was significantly decreased on nic-1-1 mutant plants, resulting in a smaller colony size and arrested population development. The results support the hypothesis that dietary NAM causes behavioral changes in aphids, including altered feeding, reduced reproduction, and increased mortality. NAM is thought to bind to TRPV channels causing overstimulation of sensory neurons in the aphid feeding apparatus.
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Affiliation(s)
- Sampurna Sattar
- College of Agricultural Sciences, The Pennsylvania State University, University Park, PA, 16802, United States of America.
| | - Mario T Martinez
- Department of Biological Sciences, Alcorn State University, Lorman, MS, 39096, United States of America.,Department of Biochemistry and Molecular Biology, The Pennsylvania State University, University Park, PA, 16802, United States of America
| | - Andres F Ruiz
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University, University Park, PA, 16802, United States of America
| | - Wendy Hanna-Rose
- Department of Biochemistry and Molecular Biology, The Pennsylvania State University, University Park, PA, 16802, United States of America
| | - Gary A Thompson
- College of Agricultural Sciences, The Pennsylvania State University, University Park, PA, 16802, United States of America
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14
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Cao X, Duan W, Wei C, Chen K, Grierson D, Zhang B. Genome-Wide Identification and Functional Analysis of Carboxylesterase and Methylesterase Gene Families in Peach ( Prunus persica L. Batsch). FRONTIERS IN PLANT SCIENCE 2019; 10:1511. [PMID: 31824538 PMCID: PMC6884059 DOI: 10.3389/fpls.2019.01511] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 10/30/2019] [Indexed: 05/24/2023]
Abstract
Carboxylesterases (CXE) and methylesterases (MES) are hydrolytic enzymes that act on carboxylic esters and are involved in plant metabolic processes and defense responses. A few functions of plant CXE and MES genes have been identified but very little information is available about the role of most members. We made a comprehensive study of this gene family in a commercially important species, peach (Prunus persica L. Batsch). A total of 33 peach CXE genes and 18 MES genes were identified and shown to be distributed unevenly between the chromosomes. Based on phylogenetic analysis, CXEs and MESs clustered into two different branches. Comparison of the positions of intron and differences in motifs revealed the evolutionary relationships between CXE and MES genes. RNA-seq revealed differential expression patterns of CXE/MESs in peach flower, leaf, and ripening fruit and in response to methyl jasmonate (MeJA) and ultraviolet B treatment. Transcript levels of candidate genes were verified by real-time quantitative PCR. Heterologous expression in Escherichia coli identified three CXEs that were involved in the hydrolysis of volatile esters in vitro. Furthermore, two recombinant MES proteins were identified that could hydrolyze MeJA and methyl salicylate. Our results provide an important resource for the identification of functional CXE and MES genes involved in the catabolism of volatile esters, responses to biotic and abiotic stresses and activation of signaling molecules such as MeJA and methyl salicylate.
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Affiliation(s)
- Xiangmei Cao
- Laboratory of Fruit Quality Biology/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Wenyi Duan
- Laboratory of Fruit Quality Biology/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Chunyan Wei
- Laboratory of Fruit Quality Biology/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Kunsong Chen
- Laboratory of Fruit Quality Biology/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
| | - Don Grierson
- Laboratory of Fruit Quality Biology/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
- Plant and Crop Sciences Division, School of Biosciences, University of Nottingham, Loughborough, Leicestershire, United Kingdom
| | - Bo Zhang
- Laboratory of Fruit Quality Biology/Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Hangzhou, China
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15
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Decros G, Beauvoit B, Colombié S, Cabasson C, Bernillon S, Arrivault S, Guenther M, Belouah I, Prigent S, Baldet P, Gibon Y, Pétriacq P. Regulation of Pyridine Nucleotide Metabolism During Tomato Fruit Development Through Transcript and Protein Profiling. FRONTIERS IN PLANT SCIENCE 2019; 10:1201. [PMID: 31681351 PMCID: PMC6798084 DOI: 10.3389/fpls.2019.01201] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 09/02/2019] [Indexed: 05/12/2023]
Abstract
Central metabolism is the engine of plant biomass, supplying fruit growth with building blocks, energy, and biochemical cofactors. Among metabolic cornerstones, nicotinamide adenine dinucleotide (NAD) is particularly pivotal for electron transfer through reduction-oxidation (redox) reactions, thus participating in a myriad of biochemical processes. Besides redox functions, NAD is now assumed to act as an integral regulator of signaling cascades involved in growth and environmental responses. However, the regulation of NAD metabolism and signaling during fruit development remains poorly studied and understood. Here, we benefit from RNAseq and proteomic data obtained from nine growth stages of tomato fruit (var. Moneymaker) to dissect mRNA and protein profiles that link to NAD metabolism, including de novo biosynthesis, recycling, utilization, and putative transport. As expected for a cofactor synthesis pathway, protein profiles failed to detect enzymes involved in NAD synthesis or utilization, except for nicotinic acid phosphoribosyltransferase (NaPT) and nicotinamidase (NIC), which suggested that most NAD metabolic enzymes were poorly represented quantitatively. Further investigations on transcript data unveiled differential expression patterns during fruit development. Interestingly, among specific NAD metabolism-related genes, early de novo biosynthetic genes were transcriptionally induced in very young fruits, in association with NAD kinase, while later stages of fruit growth rather showed an accumulation of transcripts involved in later stages of de novo synthesis and in NAD recycling, which agreed with augmented NAD(P) levels. In addition, a more global overview of 119 mRNA and 78 protein significant markers for NAD(P)-dependent enzymes revealed differential patterns during tomato growth that evidenced clear regulations of primary metabolism, notably with respect to mitochondrial functions. Overall, we propose that NAD metabolism and signaling are very dynamic in the developing tomato fruit and that its differential regulation is certainly critical to fuel central metabolism linking to growth mechanisms.
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Affiliation(s)
| | | | - Sophie Colombié
- UMR 1332 BFP, INRA, Univ. Bordeaux, Villenave d’Ornon, France
| | - Cécile Cabasson
- UMR 1332 BFP, INRA, Univ. Bordeaux, Villenave d’Ornon, France
- MetaboHUB-Bordeaux, MetaboHUB, Phenome-Emphasis, Villenave d’Ornon, France
| | - Stéphane Bernillon
- UMR 1332 BFP, INRA, Univ. Bordeaux, Villenave d’Ornon, France
- MetaboHUB-Bordeaux, MetaboHUB, Phenome-Emphasis, Villenave d’Ornon, France
| | - Stéphanie Arrivault
- Department 2, Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Manuela Guenther
- Department 2, Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
| | - Isma Belouah
- UMR 1332 BFP, INRA, Univ. Bordeaux, Villenave d’Ornon, France
| | - Sylvain Prigent
- UMR 1332 BFP, INRA, Univ. Bordeaux, Villenave d’Ornon, France
- MetaboHUB-Bordeaux, MetaboHUB, Phenome-Emphasis, Villenave d’Ornon, France
| | - Pierre Baldet
- UMR 1332 BFP, INRA, Univ. Bordeaux, Villenave d’Ornon, France
| | - Yves Gibon
- UMR 1332 BFP, INRA, Univ. Bordeaux, Villenave d’Ornon, France
- MetaboHUB-Bordeaux, MetaboHUB, Phenome-Emphasis, Villenave d’Ornon, France
| | - Pierre Pétriacq
- UMR 1332 BFP, INRA, Univ. Bordeaux, Villenave d’Ornon, France
- MetaboHUB-Bordeaux, MetaboHUB, Phenome-Emphasis, Villenave d’Ornon, France
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16
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Liu L, Zhang F, Li G, Wang G. Qualitative and Quantitative NAD + Metabolomics Lead to Discovery of Multiple Functional Nicotinate N-Glycosyltransferase in Arabidopsis. FRONTIERS IN PLANT SCIENCE 2019; 10:1164. [PMID: 31611893 PMCID: PMC6776627 DOI: 10.3389/fpls.2019.01164] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 08/26/2019] [Indexed: 06/10/2023]
Abstract
The Preiss-Handler pathway, which salvages nicotinate (NA) for NAD synthesis, is a conserved biochemical pathway in land plants. We previously demonstrated that various NA conjugations (mainly methylation and glycosylation) shared the NA detoxification function in all tested plants. It remains unclear whether other NA conjugates with low abundance exist in plants. In this study, we discovered at least two additional NA N-glycosides in Arabidopsis, which was tentatively elucidated as nicotinate N-pentoside (NaNP) and NA N-rhamoside (NaNRha), using liquid chromatography triple-quadrupole mass spectrometry (LC-QQQ-MS) with precursor ion-scanning (PreIS). We further quantitatively profile the NAD+-related metabolites in 24 tissues of Arabidopsis. Biochemical assays of UGT76C family revealed that UGT76C5 (encoded by At5g05890, previously identified as NaNGT) was a multiple functional nicotinate N-glycosyltransferase, with high preference to UDP-xylose and UDP-arabinose. The deficiency of NaNP and NaNRha in ugt76c5 mutant suggested that UGT76C5 is responsible for biosynthesis of NaNP and NaNRha in planta. We also identify one amino acid difference in PSPG (plant secondary product glycosyltransferase) motif is responsible for the divergence of NaNGT (UGT76C4) and UGT76C5. Taken together, our study not only identifies a novel nicotinate N-glycosyltransferase but also paves the way for investigations of the in planta physiological functions of various NA conjugations.
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Affiliation(s)
- Lingyun Liu
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing, China
- College of Advanced Agricultural Sciences, University of the Chinese Academy of Sciences, Beijing, China
| | - Fengxia Zhang
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing, China
| | - Guosheng Li
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing, China
- College of Advanced Agricultural Sciences, University of the Chinese Academy of Sciences, Beijing, China
| | - Guodong Wang
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research (Beijing), Institute of Genetics and Developmental Biology, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Beijing, China
- College of Advanced Agricultural Sciences, University of the Chinese Academy of Sciences, Beijing, China
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