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Yang J, Zhang Z, Li X, Guo L, Li C, Lai J, Han Y, Ye W, Miao Y, Deng M, Cao P, Zhang Y, Ding X, Zhang J, Yang J, Wang S. A gene cluster for polyamine transport and modification improves salt tolerance in tomato. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024. [PMID: 39401077 DOI: 10.1111/tpj.17074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 08/11/2024] [Accepted: 09/25/2024] [Indexed: 10/15/2024]
Abstract
Polyamines act as protective compounds directly protecting plants from stress-related damage, while also acting as signaling molecules to participate in serious abiotic stresses. However, the molecular mechanisms underlying these effects are poorly understood. Here, we utilized metabolome genome-wide association study to investigate the polyamine content of wild and cultivated tomato accessions, and we discovered a new gene cluster that drove polyamine content during tomato domestication. The gene cluster contains two polyphenol oxidases (SlPPOE and SlPPOF), two BAHD acyltransferases (SlAT4 and SlAT5), a coumaroyl-CoA ligase (Sl4CL6), and a polyamine uptake transporter (SlPUT3). SlPUT3 mediates polyamine uptake and transport, while the five other genes are involved in polyamine modification. Further salt tolerance assays demonstrated that SlPPOE, SlPPOF, and SlAT5 overexpression lines showed greater phenolamide accumulation and salt tolerance as compared with wild-type (WT). Meanwhile, the exogenous application of Spm to SlPUT3-OE lines displayed salt tolerance compared with WT, while having the opposite effect in slput3 lines, confirms that the polyamine and phenolamide can play a protective role by alleviating cell damage. SlPUT3 interacted with SlPIP2;4, a H2O2 transport protein, to maintain H2O2 homeostasis. Polyamine-derived H2O2 linked Spm to stress responses, suggesting that Spm signaling activates stress response pathways. Collectively, our finding reveals that the H2O2-polyamine-phenolamide module coordinately enhanced tomato salt stress tolerance and provide a foundation for tomato stress-resistance breeding.
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Affiliation(s)
- Jie Yang
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Zhonghui Zhang
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Xianggui Li
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Langchen Guo
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Chun Li
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Jun Lai
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Yige Han
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Weizhen Ye
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Yuanyuan Miao
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Meng Deng
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Peng Cao
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Yueran Zhang
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Xiangyu Ding
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Jianing Zhang
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Jun Yang
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
| | - Shouchuang Wang
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute Breeding and Multiplication), Hainan University, Sanya, 572025, China
- National Key Laboratory for Tropical Crop Breeding, College of Tropical Agriculture and Forestry, Hainan University, Sanya, 572025, China
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Tao X, Yang L, Zhang M, Li Y, Xiao H, Yu L, Jiang C, Long Z, Zhang Y. Shallow water seeding cultivation enhances cold tolerance in tobacco seedlings. BMC PLANT BIOLOGY 2024; 24:698. [PMID: 39044176 PMCID: PMC11267769 DOI: 10.1186/s12870-024-05422-9] [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: 05/11/2024] [Accepted: 07/15/2024] [Indexed: 07/25/2024]
Abstract
Cold stress can impact plant biology at both the molecular and morphological levels. We cultivated two different types of tobacco seedlings using distinct seeding methods, observing significant differences in their cold tolerance at 4 °C. After 12 h cold stress, shallow water seeding cultivation treatment demonstrates a relatively good growth state with slight wilting of the leaves. Tobacco grown using the float system exhibited short, thick roots, while those cultivated through shallow water seeding had elongated roots with more tips and forks. After cold stress, the shallow water seeding cultivation treatment demonstrated higher antioxidant enzyme activity, and lower malondialdehyde (MDA) content.Transcriptome analysis was performed on the leaves of these tobacco seedlings at three stages of cold treatment (before cold stress, after cold stress, and after 3 days of recovery). Upon analyzing the raw data, we found that the shallow water seeding cultivation treatment was associated with significant functional enrichment of nicotinamide adenine dinucleotide (NAD) biosynthesis and NAD metabolism before cold stress, enrichment of functions related to the maintenance of cellular structure after cold stress, and substantial functional enrichment related to photosynthesis during the recovery period. Weighted gene co-expression network analysis (WGCNA) was conducted, identifying several hub genes that may contribute to the differences in cold tolerance between the two tobacco seedlings. Hub genes related to energy conversion were predominantly identified in shallow water seeding cultivation treatment during our analysis, surpassing findings in other areas. These include the AS gene, which controls the synthesis of NAD precursors, the PED1 gene, closely associated with fatty acid β-oxidation, and the RROP1 gene, related to ATP production.Overall, our study provides a valuable theoretical basis for exploring improved methods of cultivating tobacco seedlings. Through transcriptome sequencing technology, we have elucidated the differences in gene expression in different tobacco seedlings at three time points, identifying key genes affecting cold tolerance in tobacco and providing possibilities for future gene editing.
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Affiliation(s)
- Xuan Tao
- College of Agronomy, Hunan Agricultural University, Changsha, China
| | - Lei Yang
- College of Agronomy, Hunan Agricultural University, Changsha, China
| | - Mingfa Zhang
- Xiangxi Branch of Hunan Provincial Tobacco Corporation, Xiangxi, China
| | - Yangyang Li
- Hunan Research Institute of Tobacco Science, Changsha, China
- Hunan Provincial Tobacco Corporation, Changsha, China
| | - Hanqian Xiao
- Hunan Research Institute of Tobacco Science, Changsha, China
- Hunan Provincial Tobacco Corporation, Changsha, China
| | - Lingyi Yu
- College of Agronomy, Hunan Agricultural University, Changsha, China
| | - Chaowei Jiang
- College of Agronomy, Hunan Agricultural University, Changsha, China
| | - Zeyu Long
- College of Agronomy, Hunan Agricultural University, Changsha, China
| | - Yiyang Zhang
- College of Agronomy, Hunan Agricultural University, Changsha, China.
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Höfer M, Schäfer M, Wang Y, Wink S, Xu S. Genetic Mechanism of Non-Targeted-Site Resistance to Diquat in Spirodela polyrhiza. PLANTS (BASEL, SWITZERLAND) 2024; 13:845. [PMID: 38592881 PMCID: PMC10975167 DOI: 10.3390/plants13060845] [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: 02/27/2024] [Accepted: 03/12/2024] [Indexed: 04/11/2024]
Abstract
Understanding non-target-site resistance (NTSR) to herbicides represents a pressing challenge as NTSR is widespread in many weeds. Using giant duckweed (Spirodela polyrhiza) as a model, we systematically investigated genetic and molecular mechanisms of diquat resistance, which can only be achieved via NTSR. Quantifying the diquat resistance of 138 genotypes, we revealed an 8.5-fold difference in resistance levels between the most resistant and most susceptible genotypes. Further experiments suggested that diquat uptake and antioxidant-related processes jointly contributed to diquat resistance in S. polyrhiza. Using a genome-wide association approach, we identified several candidate genes, including a homolog of dienelactone hydrolase, that are associated with diquat resistance in S. polyrhiza. Together, these results provide new insights into the mechanisms and evolution of NTSR in plants.
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Affiliation(s)
- Martin Höfer
- Institute for Organismic and Molecular Evolution (iomE), Johannes Gutenberg University, 55128 Mainz, Germany (M.S.)
| | - Martin Schäfer
- Institute for Organismic and Molecular Evolution (iomE), Johannes Gutenberg University, 55128 Mainz, Germany (M.S.)
| | - Yangzi Wang
- Institute for Organismic and Molecular Evolution (iomE), Johannes Gutenberg University, 55128 Mainz, Germany (M.S.)
| | - Samuel Wink
- Institute for Evolution and Biodiversity, University of Münster, 48149 Münster, Germany
| | - Shuqing Xu
- Institute for Organismic and Molecular Evolution (iomE), Johannes Gutenberg University, 55128 Mainz, Germany (M.S.)
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4
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Zhong M, Yue L, Liu W, Qin H, Lei B, Huang R, Yang X, Kang Y. Genome-Wide Identification and Characterization of the Polyamine Uptake Transporter (Put) Gene Family in Tomatoes and the Role of Put2 in Response to Salt Stress. Antioxidants (Basel) 2023; 12:antiox12020228. [PMID: 36829787 PMCID: PMC9952195 DOI: 10.3390/antiox12020228] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Revised: 01/16/2023] [Accepted: 01/17/2023] [Indexed: 01/20/2023] Open
Abstract
The polyamine uptake transporter (Put), an important polyamines-related protein, is involved in plant cell growth, developmental processes, and abiotic stimuli, but no research on the Put family has been carried out in the tomato. Herein, eight tomato Put were identified and scattered across four chromosomes, which were classified into three primary groups by phylogenetic analysis. Protein domains and gene structural organization also showed a significant degree of similarity, and the Put genes were significantly induced by various hormones and polyamines. Tissue-specific expression analysis indicated that Put genes were expressed in all tissues of the tomato. The majority of Put genes were induced by different abiotic stresses. Furthermore, Put2 transcription was found to be responsive to salt stress, and overexpression of Put2 in yeast conferred salinity tolerance and polyamine uptake. Moreover, overexpression of Put2 in tomatoes promoted salinity tolerance accompanied by a decrease in the Na+/K+ ratio, restricting the generation of reactive oxygen and increasing polyamine metabolism and catabolism, antioxidant enzyme activity (SOD, CAT, APX, and POD), and nonenzymatic antioxidant activity (GSH/GSSG and ASA/DHA ratios, GABA, and flavonoid content); loss of function of put2 produced opposite effects. These findings highlight that Put2 plays a pivotal role in mediating polyamine synthesis and catabolism, and the antioxidant capacity in tomatoes, providing a valuable gene for salinity tolerance in plants.
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Affiliation(s)
- Min Zhong
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Lingqi Yue
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Wei Liu
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Hongyi Qin
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
| | - Bingfu Lei
- Key Laboratory for Biobased Materials and Energy of Ministry of Education, Guangdong Provincial Engineering Technology Research Center for Optical Agriculture, College of Materials and Energy, South China Agricultural University, Guangzhou 510642, China
| | - Riming Huang
- College of Food Science, South China Agricultural University, Guangzhou 510642, China
| | - Xian Yang
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
- Correspondence: (X.Y.); (Y.K.)
| | - Yunyan Kang
- College of Horticulture, South China Agricultural University, Guangzhou 510642, China
- Correspondence: (X.Y.); (Y.K.)
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Li W, Li M, Chen K, Tang Y, Yin R, Lan L, Hong G. Oxaloacetate acid ameliorates paraquat-induced acute lung injury by alleviating oxidative stress and mitochondrial dysfunction. Front Pharmacol 2022; 13:1029775. [PMID: 36313362 PMCID: PMC9606601 DOI: 10.3389/fphar.2022.1029775] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 10/03/2022] [Indexed: 11/30/2022] Open
Abstract
Acute lung injury (ALI) is the primary cause of death among patients with acute paraquat (PQ) poisoning, whereby peroxidative damage is an important mechanism underlying PQ-induced lung injury. There is a lack of effective interventional drugs for patients with PQ poisoning. Oxaloacetic acid (OAA) participates in multiple in vivo metabolic processes, whereby it facilitates the clearance of reactive oxygen species (ROS) and improves mitochondrial function. The study aimed to assess the protective effects of OAA on PQ-induced ALI and elucidate the underlying molecular mechanism. Our data demonstrated that OAA treatment significantly alleviated PQ-induced ALI and improved the survival rate of PQ-poisoned mice, and also alleviated PQ-induced cellular oxidative stress and mitochondrial dysfunction. OAA-mediated alleviation of PQ-induced mitochondrial dysfunction depends on the following mechanisms which may explain the above findings: 1) OAA effectively cleared intracellular ROS, inhibited ROS accumulation, and mitochondrial depolarization; 2) OAA inhibited the downregulation of L-OPA1 and MFN2 caused by PQ and promoted a dynamic balance of mitochondrial fusion and fission, and 3) the expression of PGC-1α, TFAM, COX2, and COX4I1, increased significantly following OAA intervention which improved mitochondrial respiratory functions and promoted its biogenesis and energy metabolism in damaged cells. In conclusion, OAA effectively cleared ROS and improved mitochondrial dysfunction, thereby significantly improving ALI caused by PQ poisoning and the animal survival rate. Therefore, OAA may be a potential drug for the treatment of PQ poisoning.
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Affiliation(s)
- Wenwen Li
- First Clinical Medicine Institute, Wenzhou Medical University, Wenzhou, China
| | - Mengxuan Li
- First Clinical Medicine Institute, Wenzhou Medical University, Wenzhou, China
| | - Kaiyuan Chen
- First Clinical Medicine Institute, Wenzhou Medical University, Wenzhou, China
| | - Yahui Tang
- Emergency Department, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Wenzhou Key Laboratory of Emergency and Disaster Medicine, Wenzhou, China
| | - Ran Yin
- First Clinical Medicine Institute, Wenzhou Medical University, Wenzhou, China
| | - Linhua Lan
- First Clinical Medicine Institute, Wenzhou Medical University, Wenzhou, China
| | - Guangliang Hong
- Emergency Department, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- Wenzhou Key Laboratory of Emergency and Disaster Medicine, Wenzhou, China
- *Correspondence: Guangliang Hong,
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Faragó D, Zsigmond L, Benyó D, Alcazar R, Rigó G, Ayaydin F, Rabilu SA, Hunyadi‐Gulyás É, Szabados L. Small paraquat resistance proteins modulate paraquat and ABA responses and confer drought tolerance to overexpressing Arabidopsis plants. PLANT, CELL & ENVIRONMENT 2022; 45:1985-2003. [PMID: 35486392 PMCID: PMC9324991 DOI: 10.1111/pce.14338] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 03/31/2022] [Accepted: 04/03/2022] [Indexed: 05/13/2023]
Abstract
Adaptation of higher plants to extreme environmental conditions is under complex regulation. Several small peptides have recently been described to modulate responses to stress conditions. The Small Paraquat resistance protein (SPQ) of Lepidium crassifolium has previously been identified due to its capacity to confer paraquat resistance to overexpressing transgenic Arabidopsis plants. Here, we show that overexpression of the closely related Arabidopsis SPQ can also enhance resistance to paraquat, while the Arabidopsis spq1 mutant is slightly hypersensitive to this herbicide. Besides being implicated in paraquat response, overexpression of SPQs enhanced sensitivity to abscisic acid (ABA), and the knockout spq1 mutant was less sensitive to ABA. Both Lepidium- and Arabidopsis-derived SPQs could improve drought tolerance by reducing water loss, stabilizing photosynthetic electron transport and enhancing plant viability and survival in a water-limited environment. Enhanced drought tolerance of SPQ-overexpressing plants could be confirmed by characterizing various parameters of growth, morphology and photosynthesis using an automatic plant phenotyping platform with RGB and chlorophyll fluorescence imaging. Our results suggest that SPQs can be regulatory small proteins connecting ROS and ABA regulation and through that influence responses to certain stresses.
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Affiliation(s)
- Dóra Faragó
- Institute of Plant Biology, Biological Research CentreSzegedHungary
| | - Laura Zsigmond
- Institute of Plant Biology, Biological Research CentreSzegedHungary
| | - Dániel Benyó
- Institute of Plant Biology, Biological Research CentreSzegedHungary
| | - Rubén Alcazar
- Facultat de FarmàciaUniversitat de BarcelonaBarcelonaSpain
| | - Gábor Rigó
- Institute of Plant Biology, Biological Research CentreSzegedHungary
| | - Ferhan Ayaydin
- Hungarian Centre of Excellence for Molecular Medicine (HCEMM) Nonprofit Ltd.SzegedHungary
- Cellular Imaging Laboratory, Biological Research CentreSzegedHungary
| | - Sahilu Ahmad Rabilu
- Institute of Plant Biology, Biological Research CentreSzegedHungary
- Doctoral School in Biology, Faculty of Science and InformaticsUniversity of SzegedSzegedHungary
| | | | - László Szabados
- Institute of Plant Biology, Biological Research CentreSzegedHungary
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Nazish T, Huang YJ, Zhang J, Xia JQ, Alfatih A, Luo C, Cai XT, Xi J, Xu P, Xiang CB. Understanding paraquat resistance mechanisms in Arabidopsis thaliana to facilitate the development of paraquat-resistant crops. PLANT COMMUNICATIONS 2022; 3:100321. [PMID: 35576161 PMCID: PMC9251430 DOI: 10.1016/j.xplc.2022.100321] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 03/06/2022] [Accepted: 03/24/2022] [Indexed: 06/15/2023]
Abstract
Paraquat (PQ) is the third most used broad-spectrum nonselective herbicide around the globe after glyphosate and glufosinate. Repeated usage and overreliance on this herbicide have resulted in the emergence of PQ-resistant weeds that are a potential hazard to agriculture. It is generally believed that PQ resistance in weeds is due to increased sequestration of the herbicide and its decreased translocation to the target site, as well as an enhanced ability to scavenge reactive oxygen species. However, little is known about the genetic bases and molecular mechanisms of PQ resistance in weeds, and hence no PQ-resistant crops have been developed to date. Forward genetics of the model plant Arabidopsis thaliana has advanced our understanding of the molecular mechanisms of PQ resistance. This review focuses on PQ resistance loci and resistance mechanisms revealed in Arabidopsis and examines the possibility of developing PQ-resistant crops using the elucidated mechanisms.
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Affiliation(s)
- Tahmina Nazish
- Division of Life Sciences and Medicine, Division of Molecular & Cell Biophysics, Hefei National Science Center for Physical Sciences at the Microscale, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, University of Science and Technology of China, The Innovation Academy of Seed Design, Chinese Academy of Sciences, Hefei, Anhui Province 230027, China
| | - Yi-Jie Huang
- Division of Life Sciences and Medicine, Division of Molecular & Cell Biophysics, Hefei National Science Center for Physical Sciences at the Microscale, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, University of Science and Technology of China, The Innovation Academy of Seed Design, Chinese Academy of Sciences, Hefei, Anhui Province 230027, China
| | - Jing Zhang
- Division of Life Sciences and Medicine, Division of Molecular & Cell Biophysics, Hefei National Science Center for Physical Sciences at the Microscale, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, University of Science and Technology of China, The Innovation Academy of Seed Design, Chinese Academy of Sciences, Hefei, Anhui Province 230027, China
| | - Jin-Qiu Xia
- Division of Life Sciences and Medicine, Division of Molecular & Cell Biophysics, Hefei National Science Center for Physical Sciences at the Microscale, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, University of Science and Technology of China, The Innovation Academy of Seed Design, Chinese Academy of Sciences, Hefei, Anhui Province 230027, China
| | - Alamin Alfatih
- Division of Life Sciences and Medicine, Division of Molecular & Cell Biophysics, Hefei National Science Center for Physical Sciences at the Microscale, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, University of Science and Technology of China, The Innovation Academy of Seed Design, Chinese Academy of Sciences, Hefei, Anhui Province 230027, China
| | - Chao Luo
- Co-Innovation Center for Sustainable Forestry in Southern China, Nanjing Forestry University, Nanjing, Jiangsu Province 210037, China
| | - Xiao-Teng Cai
- Beijing Advanced Innovation Center for Tree Breeding by Molecular Design, Beijing University of Agriculture, Beijing 102206, China.
| | - Jing Xi
- Division of Life Sciences and Medicine, Division of Molecular & Cell Biophysics, Hefei National Science Center for Physical Sciences at the Microscale, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, University of Science and Technology of China, The Innovation Academy of Seed Design, Chinese Academy of Sciences, Hefei, Anhui Province 230027, China
| | - Ping Xu
- Shanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, Shanghai, 201602, China.
| | - Cheng-Bin Xiang
- Division of Life Sciences and Medicine, Division of Molecular & Cell Biophysics, Hefei National Science Center for Physical Sciences at the Microscale, MOE Key Laboratory for Membraneless Organelles and Cellular Dynamics, University of Science and Technology of China, The Innovation Academy of Seed Design, Chinese Academy of Sciences, Hefei, Anhui Province 230027, China.
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8
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Luo Q, Chen S, Zhu J, Ye L, Hall ND, Basak S, McElroy JS, Chen Y. Overexpression of EiKCS confers paraquat-resistance in rice (Oryza sativa L.) by promoting the polyamine pathway. PEST MANAGEMENT SCIENCE 2022; 78:246-262. [PMID: 34476895 PMCID: PMC9292836 DOI: 10.1002/ps.6628] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/21/2021] [Revised: 08/27/2021] [Accepted: 09/03/2021] [Indexed: 06/13/2023]
Abstract
BACKGROUND Paraquat is used widely as one of the bipyridine herbicides, which generates reactive oxygen species to cause cell death. With a growing number of paraquat-resistant weeds, the mechanism of paraquat-resistance in plants remains unclear. This research verified the functions of a previously confirmed putative paraquat-resistant gene, EiKCS, from paraquat-resistant goosegrass by genetic engineering in a single overexpressing line in rice. RESULTS Overexpression of EiKCS improved paraquat resistance in transgenic rice (KCSox). Pre-applied (12 h) exogenous spermidine (1.5 mmol L-1 ), alleviated the injury of paraquat in rice. Paraquat induced injury in KCSox was 19.57%, which was lower than 32.22% injury it induced in wild-type (WT) rice. The paraquat-resistant mechanism was through the increased activity of antioxidant enzymes and the overproduction of endogenous polyamines. The spermine content in KCSox was more than 30 μg mL-1 , while that in WT rice was less than 5 μg mL-1 . Quantitative proteomics showed that β-ketoacyl-coenzyme A (CoA) synthase (51.81 folds) encoded by the transgenic EiKCS gene promoted the synthesis of the proteins involved with the polyamine pathway. The synthesized putrescine was promoted by the arginine decarboxylase (ADC) pathway. The spermidine synthase I (1.10-fold) and three eceriferum cofactors (CERs) were responsive to the paraquat stress. We validated putrescine (C18 H20 N2 O2 ) spermidine (C28 H31 N3 O3 ), and spermine (C38 H42 N4 O4 ) in this study. CONCLUSION EiKCS encoding β-ketoacyl-CoA synthase from goosegrass has been shown as an ideal candidate gene for engineering genetically modified organism (GMO) crops, as its overexpression does not only bring paraquat-resistance, but also have potential benefits without decreasing yield and rice grain quality. © 2021 The Authors. Pest Management Science published by John Wiley & Sons Ltd on behalf of Society of Chemical Industry.
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Affiliation(s)
- Qiyu Luo
- Department of Crop Cultivation and Farming SystemSouth China Agricultural UniversityGuangzhouChina
- Department of Crop, Soil, and Environmental SciencesAuburn UniversityAuburnALUSA
| | - Shu Chen
- Department of Crop Cultivation and Farming SystemSouth China Agricultural UniversityGuangzhouChina
| | - Jiazheng Zhu
- Department of Crop Cultivation and Farming SystemSouth China Agricultural UniversityGuangzhouChina
| | - Laihua Ye
- Department of Crop Cultivation and Farming SystemSouth China Agricultural UniversityGuangzhouChina
| | - Nathan Daniel Hall
- Department of Crop, Soil, and Environmental SciencesAuburn UniversityAuburnALUSA
| | - Suma Basak
- Department of Crop, Soil, and Environmental SciencesAuburn UniversityAuburnALUSA
| | - Joseph Scott McElroy
- Department of Crop, Soil, and Environmental SciencesAuburn UniversityAuburnALUSA
| | - Yong Chen
- Department of Crop Cultivation and Farming SystemSouth China Agricultural UniversityGuangzhouChina
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The Arabidopsis L-Type Amino Acid Transporter 5 (LAT5/PUT5) Is Expressed in the Phloem and Alters Seed Nitrogen Content When Knocked Out. PLANTS 2020; 9:plants9111519. [PMID: 33182302 PMCID: PMC7695346 DOI: 10.3390/plants9111519] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Revised: 10/28/2020] [Accepted: 11/03/2020] [Indexed: 11/25/2022]
Abstract
The Arabidopsis L-type Amino Acid Transporter-5 (LAT5; At3g19553) was recently studied for its role in developmental responses such as flowering and senescence, under an assumption that it is a polyamine uptake transporter (PUT5). The LATs in Arabidopsis have a wide range of substrates, including amino acids and polyamines. This report extensively studied the organ and tissue-specific expression of the LAT5/PUT5 and investigated its role in mediating amino acid transport. Organ-specific quantitative RT-PCR detected LAT5/PUT5 transcripts in all organs with a relatively higher abundance in the leaves. Tissue-specific expression analysis identified GUS activity in the phloem under the LAT5/PUT5 promoter. In silico analysis identified both amino acid transporter and antiporter domains conserved in the LAT5/PUT5 protein. The physiological role of the LAT5/PUT5 was studied through analyzing a mutant line, lat5-1, under various growth conditions. The mutant lat5-1 seedlings showed increased sensitivity to exogenous leucine in Murashige and Skoog growth medium. In soil, the lat5-1 showed reduced leaf growth and altered nitrogen content in the seeds. In planta radio-labelled leucine uptake studies showed increased accumulation of leucine in the lat5-1 plants compared to the wild type when treated in the dark prior to the isotopic feeding. These studies suggest that LAT5/PUT5 plays a role in mediating amino acid transport.
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Shi T, Zhu A, Jia J, Hu X, Chen J, Liu W, Ren X, Sun D, Fernie AR, Cui F, Chen W. Metabolomics analysis and metabolite-agronomic trait associations using kernels of wheat (Triticum aestivum) recombinant inbred lines. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 103:279-292. [PMID: 32073701 PMCID: PMC7383920 DOI: 10.1111/tpj.14727] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 01/17/2020] [Accepted: 02/07/2020] [Indexed: 05/21/2023]
Abstract
Plants produce numerous metabolites that are important for their development and growth. However, the genetic architecture of the wheat metabolome has not been well studied. Here, utilizing a high-density genetic map, we conducted a comprehensive metabolome study via widely targeted LC-MS/MS to analyze the wheat kernel metabolism. We further combined agronomic traits and dissected the genetic relationship between metabolites and agronomic traits. In total, 1260 metabolic features were detected. Using linkage analysis, 1005 metabolic quantitative trait loci (mQTLs) were found distributed unevenly across the genome. Twenty-four candidate genes were found to modulate the levels of different metabolites, of which two were functionally annotated by in vitro analysis to be involved in the synthesis and modification of flavonoids. Combining the correlation analysis of metabolite-agronomic traits with the co-localization of methylation quantitative trait locus (mQTL) and phenotypic QTL (pQTL), genetic relationships between the metabolites and agronomic traits were uncovered. For example, a candidate was identified using correlation and co-localization analysis that may manage auxin accumulation, thereby affecting number of grains per spike (NGPS). Furthermore, metabolomics data were used to predict the performance of wheat agronomic traits, with metabolites being found that provide strong predictive power for NGPS and plant height. This study used metabolomics and association analysis to better understand the genetic basis of the wheat metabolism which will ultimately assist in wheat breeding.
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Affiliation(s)
- Taotao Shi
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhan430070China
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Anting Zhu
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhan430070China
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Jingqi Jia
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhan430070China
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Xin Hu
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhan430070China
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Jie Chen
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhan430070China
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Wei Liu
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhan430070China
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Xifeng Ren
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Dongfa Sun
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
| | - Alisdair R. Fernie
- Max‐Planck‐Institute of Molecular Plant PhysiologyPotsdam‐Golm14476Germany
| | - Fa Cui
- Wheat Molecular Breeding Innovation Research GroupKey Laboratory of Molecular Module‐Based Breeding of High Yield and Abiotic Resistant Plants in Universities of ShandongSchool of AgricultureLudong UniversityYantaiChina
| | - Wei Chen
- National Key Laboratory of Crop Genetic Improvement and National Center of Plant Gene Research (Wuhan)Huazhong Agricultural UniversityWuhan430070China
- College of Plant Science and TechnologyHuazhong Agricultural UniversityWuhan430070China
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Sujeeth N, Mehterov N, Gupta S, Qureshi MK, Fischer A, Proost S, Omidbakhshfard MA, Obata T, Benina M, Staykov N, Balazadeh S, Walther D, Fernie AR, Mueller-Roeber B, Hille J, Gechev TS. A novel seed plants gene regulates oxidative stress tolerance in Arabidopsis thaliana. Cell Mol Life Sci 2020; 77:705-718. [PMID: 31250033 PMCID: PMC7040063 DOI: 10.1007/s00018-019-03202-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2018] [Revised: 05/27/2019] [Accepted: 06/19/2019] [Indexed: 11/30/2022]
Abstract
Oxidative stress can lead to plant growth retardation, yield loss, and death. The atr7 mutant of Arabidopsis thaliana exhibits pronounced tolerance to oxidative stress. Using positional cloning, confirmed by knockout and RNA interference (RNAi) lines, we identified the atr7 mutation and revealed that ATR7 is a previously uncharacterized gene with orthologs in other seed plants but with no homology to genes in lower plants, fungi or animals. Expression of ATR7-GFP fusion shows that ATR7 is a nuclear-localized protein. RNA-seq analysis reveals that transcript levels of genes encoding abiotic- and oxidative stress-related transcription factors (DREB19, HSFA2, ZAT10), chromatin remodelers (CHR34), and unknown or uncharacterized proteins (AT5G59390, AT1G30170, AT1G21520) are elevated in atr7. This indicates that atr7 is primed for an upcoming oxidative stress via pathways involving genes of unknown functions. Collectively, the data reveal ATR7 as a novel seed plants-specific nuclear regulator of oxidative stress response.
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Affiliation(s)
- Neerakkal Sujeeth
- BioAtlantis Ltd, Clash Industrial Estate, Tralee, Co. Kerry, V92 RWV5, Ireland
| | - Nikolay Mehterov
- Center of Plant Systems Biology and Biotechnology, 139 Ruski Blvd, 4000, Plovdiv, Bulgaria
| | - Saurabh Gupta
- Institute of Biochemistry and Biology, University of Potsdam, Karl Liebknecht Str., 24-25, 14476, Potsdam-Golm, Germany
| | - Muhammad K Qureshi
- Department of Plant Breeding & Genetics, Faculty of Agricultural Sciences & Technology, Bahauddin Zakariya University, Bosan Road, Multan, 60800, Punjab, Pakistan
| | - Axel Fischer
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Sebastian Proost
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - M Amin Omidbakhshfard
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Toshihiro Obata
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Maria Benina
- Center of Plant Systems Biology and Biotechnology, 139 Ruski Blvd, 4000, Plovdiv, Bulgaria
| | - Nikola Staykov
- Center of Plant Systems Biology and Biotechnology, 139 Ruski Blvd, 4000, Plovdiv, Bulgaria
| | - Salma Balazadeh
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Dirk Walther
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Alisdair R Fernie
- Center of Plant Systems Biology and Biotechnology, 139 Ruski Blvd, 4000, Plovdiv, Bulgaria
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Bernd Mueller-Roeber
- Center of Plant Systems Biology and Biotechnology, 139 Ruski Blvd, 4000, Plovdiv, Bulgaria
- Institute of Biochemistry and Biology, University of Potsdam, Karl Liebknecht Str., 24-25, 14476, Potsdam-Golm, Germany
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Jacques Hille
- Department of Molecular Pharmacology, University of Groningen, Antonius Deusinglaan 1, 9713 AV, Groningen, The Netherlands
| | - Tsanko S Gechev
- Center of Plant Systems Biology and Biotechnology, 139 Ruski Blvd, 4000, Plovdiv, Bulgaria.
- Department of Plant Physiology and Molecular Biology, University of Plovdiv, 24 Tsar Assen Str, 4000, Plovdiv, Bulgaria.
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Luo Q, Wei J, Dong Z, Shen X, Chen Y. Differences of endogenous polyamines and putative genes associated with paraquat resistance in goosegrass (Eleusine indica L.). PLoS One 2019; 14:e0216513. [PMID: 31877139 PMCID: PMC6932794 DOI: 10.1371/journal.pone.0216513] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Accepted: 12/03/2019] [Indexed: 12/02/2022] Open
Abstract
Background Paraquat is one of the most effective herbicides used to control weeds in agricultural management, while the pernicious weed goosegrass (Eleusine indica) has evolved resistance to herbicides, including paraquat. Polyamines provide high-level paraquat resistance in many plants. In the present study, we selected three polyamines, namely, putrescine, spermidine, and spermine, as putative genes to investigate their correlation with paraquat resistance by using paraquat-resistant (R) and paraquat-susceptible (S) goosegrass populations. Results There was no significant difference in the putrescine nor spermine content between the R and S biotypes. However, 30 and 90 min after paraquat treatment, the spermidine concentration was 346.14-fold and 421.04-fold (P < 0.001) higher in the R biotype than in the S biotype, but the spermidine concentration was drastically reduced to a marginal level after 90 min. Since the transcript level of PqE was low while the spermidine concentration showed a transient increase, the PqE gene was likely involved in the synthesis of the paraquat resistance mechanism, regulation of polyamine content, and synthesis of spermidine and spermine. PqTS1, PqTS2, and PqTS3 encode transporter proteins involved in the regulation of paraquat concentration but showed different transcription patterns with synchronous changes in polyamine content. Conclusion Endogenous polyamines (especially spermidine) play a vital role in paraquat resistance in goosegrass. PqE, PqTS1, PqTS2, and PqTS3 were speculated on the relationship between polyamine metabolism and paraquat resistance. To validate the roles of PqE, PqTS1, PqTS2, and PqTS3 in polyamine transport systems, further research is needed.
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Affiliation(s)
- Qiyu Luo
- Department of Crop Cultivation and Farming System, South China Agricultural University, Guangzhou, Guangdong, China
| | - Jiping Wei
- Department of Crop Cultivation and Farming System, South China Agricultural University, Guangzhou, Guangdong, China
| | - Zhaoxia Dong
- Department of Crop Cultivation and Farming System, South China Agricultural University, Guangzhou, Guangdong, China
| | - Xuefeng Shen
- Department of Crop Cultivation and Farming System, South China Agricultural University, Guangzhou, Guangdong, China
| | - Yong Chen
- Department of Crop Cultivation and Farming System, South China Agricultural University, Guangzhou, Guangdong, China
- * E-mail:
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polyamine uptake transporter 2 (put2) and decaying seeds enhance phyA-mediated germination by overcoming PIF1 repression of germination. PLoS Genet 2019; 15:e1008292. [PMID: 31339933 PMCID: PMC6682160 DOI: 10.1371/journal.pgen.1008292] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 08/05/2019] [Accepted: 07/07/2019] [Indexed: 01/03/2023] Open
Abstract
Red light promotes germination after activating phytochrome phyB, which destabilizes the germination repressor PIF1. Early upon seed imbibition, canopy light, unfavorable for photosynthesis, represses germination by stabilizing PIF1 after inactivating phyB. Paradoxically, later upon imbibition, canopy light stimulates germination after activating phytochrome phyA. phyA-mediated germination is poorly understood and, intriguingly, is inefficient, compared to phyB-mediated germination, raising the question of its physiological significance. A genetic screen identified polyamine uptake transporter 2 (put2) mutants that overaccumulate polyamines, a class of antioxidant polycations implicated in numerous cellular functions, which we found promote phyA-mediated germination. In WT seeds, our data suggest that canopy light represses polyamines accumulation through PIF1 while red light promotes polyamines accumulation. We show that canopy light also downregulates PIF1 levels, through phyA; however, PIF1 reaccumulates rapidly, which limits phyA-mediated germination. High polyamines levels in decaying seeds bypass PIF1 repression of germination and stimulate phyA-mediated germination, suggesting an adaptive mechanism promoting survival when viability is compromised.
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Hu L, Hong G, Tang Y, Wang X, Wen C, Lin F, Lu Z. Early Metabolome Profiling and Prognostic Value in Paraquat-Poisoned Patients: Based on Ultraperformance Liquid Chromatography Coupled To Quadrupole Time-of-Flight Mass Spectrometry. Chem Res Toxicol 2017; 30:2151-2158. [PMID: 29099997 DOI: 10.1021/acs.chemrestox.7b00240] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Paraquat (PQ) has caused countless deaths throughout the world. There remains no effective treatment for PQ poisoning. Here we study the blood metabolome of PQ-poisoned patients using ultraperformance liquid chromatography coupled to quadrupole time-of-flight mass spectrometry (UPLC/Q-TOF MS). Patients were divided into groups according to blood PQ concentration. Healthy subjects served as controls. Metabolic features were statistically analyzed using multivariate pattern-recognition techniques to identify the most important metabolites. Selected metabolites were further compared with a series of clinical indexes to assess the prognostic value. PQ-poisoned patients showed substantial differences compared with healthy subjects. Based on variable of importance in the project (VIP) values and statistical analysis, 17 metabolites were selected and identified. These metabolites well-classified low PQ-poisoned patients, high PQ-poisoned patients, and healthy subjects, which was better than that of a complete blood count (CBC). Among the 17 metabolites, 20:3/18:1-PC (PC), LPA (0:0/16:0) (LPA), 19-oxo-deoxycorticosterone (19-oxo-DOC), and eicosapentaenoic acid (EPA) had prognostic value. In particular, EPA was the most sensitive one. Besides, the levels of EPA was correlated with LPA and 19-oxo-DOC. If EPA was excessively consumed, then prognosis was poor. In conclusion, the serum metabolome is substantially perturbed by PQ poisoning. EPA is the most important biomarker in early PQ poisoning.
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Affiliation(s)
- Lufeng Hu
- Department of Pharmacy, The First Affliated Hospital of Wenzhou Medical University , Wenzhou 325000, China
| | - Guangliang Hong
- Department of Emergency, The First Affiliated Hospital of Wenzhou Medical University , Wenzhou 325000, China
| | - Yahui Tang
- Department of Emergency, The First Affiliated Hospital of Wenzhou Medical University , Wenzhou 325000, China
| | - Xianqin Wang
- Analytical and Testing Center of Wenzhou Medical University , Wenzhou 325035, China
| | - Congcong Wen
- Analytical and Testing Center of Wenzhou Medical University , Wenzhou 325035, China
| | - Feiyan Lin
- Central Laboratory, The First Affiliated Hospital of Wenzhou Medical University , Wenzhou 325000, China
| | - Zhongqiu Lu
- Department of Emergency, The First Affiliated Hospital of Wenzhou Medical University , Wenzhou 325000, China
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