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Lau WCD, Donnellan L, Harris JC, Seidel J, Hayes JE, Croser J, Hoffmann P. Coupling proteomics and lipidomics for insights into regulation of oat (Avena sativa) grain lipid synthesis. Food Chem 2025; 478:143644. [PMID: 40054201 DOI: 10.1016/j.foodchem.2025.143644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 02/20/2025] [Accepted: 02/25/2025] [Indexed: 04/06/2025]
Abstract
Breeding is a feasible strategy to develop low-oil oat (Avena sativa) varieties, which aligns with specific processing needs and dietary preferences. To identify factors contributing to a low-oil phenotype, we optimised a sequential extraction workflow for proteomics and lipidomics analyses on five Australian oat varieties with different oil contents. Oat oil content positively correlated with abundances of several proteins in lipid synthesis pathways, suggesting their key lipid regulatory roles. Lipidomics was used to complement proteomics data and revealed a negative correlation between triacylglycerols and other lipid classes such as diacylglycerols and phospholipids. Spatial regulation of lipids was also investigated using matrix-assisted laser desorption and ionisation mass spectrometry imaging (MALDI-MSI) and proteomics analysis of tissue-enriched fractions, providing further insights into distinct physiological functions of the endosperm and embryo. Pathway enrichment analysis indicated different nutrient-synthesising capacity in high- vs low-oil varieties. Findings from this study may support future breeding for low-oil oats.
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Affiliation(s)
- Wai Chuen Darren Lau
- UniSA Clinical and Health Sciences, Health and Biomedical Innovation, University of South Australia, Adelaide, South Australia 5000, Australia.
| | - Leigh Donnellan
- UniSA Clinical and Health Sciences, Health and Biomedical Innovation, University of South Australia, Adelaide, South Australia 5000, Australia.
| | - John C Harris
- South Australian Research and Development Institute, Department of Primary Industries and Regions, Adelaide, South Australia 5000, Australia.
| | - Janik Seidel
- UniSA Clinical and Health Sciences, Health and Biomedical Innovation, University of South Australia, Adelaide, South Australia 5000, Australia.
| | - Julie E Hayes
- School of Agriculture, Food and Wine, The University of Adelaide, Waite Campus, Adelaide, South Australia 5064, Australia.
| | - Janine Croser
- South Australian Research and Development Institute, Department of Primary Industries and Regions, Adelaide, South Australia 5000, Australia; School of Agriculture, Food and Wine, The University of Adelaide, Waite Campus, Adelaide, South Australia 5064, Australia.
| | - Peter Hoffmann
- UniSA Clinical and Health Sciences, Health and Biomedical Innovation, University of South Australia, Adelaide, South Australia 5000, Australia.
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2
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Zhang L, Wang F, Liu C, Ma X, Cui D, Han B, Han L. Linkage Mapping and Identification of Candidate Genes for Cold Tolerance in Rice (Oryza Sativa L.) at the Bud Bursting Stage. RICE (NEW YORK, N.Y.) 2025; 18:1. [PMID: 39841358 PMCID: PMC11754777 DOI: 10.1186/s12284-024-00754-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2024] [Accepted: 12/23/2024] [Indexed: 01/23/2025]
Abstract
Rice is highly sensitive to low temperatures, making cold stress a significant factor limiting its growth, especially during the bud bursting stage. To address this, an RIL population derived from a cross between cold-tolerant and cold-sensitive rice varieties was used to identify nine QTLs linked to cold tolerance under temperatures of 4 ℃, 5 °C, and 6 ℃ using a high-density genetic map. One candidate gene, LOC_Os07g44410, was identified through gene function annotation, haplotype analysis, and qRT-PCR, with two main haplotypes (Hap1 and Hap2) showing distinct phenotypic differences. qRT-PCR analysis showed that the expression level of LOC_Os07g44410 in cold tolerant lines carrying Hap1 was significantly higher than that in cold sensitive lines carrying Hap2. Hap1, associated with greater cold tolerance, was predominant in japonica rice, while Hap2 related to cold sensitive was majority in indica rice. This study offers valuable genetic resources for further research on cold tolerance mechanisms and breeding applications at the bud bursting stage in rice.
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Affiliation(s)
- Lina Zhang
- Tangshan Normal University, Tangshan, 063000, China
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- Key laboratory Grain Crop Genetic Resources Evaluation and Utilization Ministry of Agriculture and Rural Affairs, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Fei Wang
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- Key laboratory Grain Crop Genetic Resources Evaluation and Utilization Ministry of Agriculture and Rural Affairs, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- State Key Laboratory of Ecological Environment in Minority Areas, Minzu University of China, Beijing, 100081, China
- College of Life and Environmental Sciences, Minzu University of China, Beijing, 100081, China
| | - Chunhui Liu
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, 100193, China
| | - Xiaoding Ma
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- Key laboratory Grain Crop Genetic Resources Evaluation and Utilization Ministry of Agriculture and Rural Affairs, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Di Cui
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- Key laboratory Grain Crop Genetic Resources Evaluation and Utilization Ministry of Agriculture and Rural Affairs, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Bing Han
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
- Key laboratory Grain Crop Genetic Resources Evaluation and Utilization Ministry of Agriculture and Rural Affairs, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China
| | - Longzhi Han
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
- Key laboratory Grain Crop Genetic Resources Evaluation and Utilization Ministry of Agriculture and Rural Affairs, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
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Wang Z, Wan W, Shi M, Ji S, Zhang L, Wang X, Zhang L, Cui H, Liu X, Sun H, Yang F, Jin S. GDSL in Lilium pumilum (LpGDSL) Confers Saline-Alkali Resistance to the Plant by Enhancing the Lignin Content and Balancing the ROS. Int J Mol Sci 2024; 25:9319. [PMID: 39273269 PMCID: PMC11395047 DOI: 10.3390/ijms25179319] [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: 07/11/2024] [Revised: 08/22/2024] [Accepted: 08/26/2024] [Indexed: 09/15/2024] Open
Abstract
In order to explore the response mechanism of Lilium pumilum (L. pumilum) to saline-alkali stress, we successfully cloned LpGDSL (GDSL lipase, Gly-Asp-Ser-Leu) from L. pumilum. The qRT-PCR results indicated that the LpGDSL expression was higher in the leaves of L. pumilum, and the expression of the LpGDSL reached the highest level at 12 h in leaves under 11 mM H2O2, 200 mM NaCl, 25 mM Na2CO3, and 20 mM NaHCO3. The bacteriophage overexpressing LpGDSL was more tolerant than the control under different NaHCO3 contents. Overexpressed and wild-type plants were analyzed for phenotype, chlorophyll content, O2- content, H2O2 content, lignin content, and so on. Overexpressed plants had significantly higher resistance than the wild type and were less susceptible to saline-alkali stress. The yeast two-hybrid and BiFC assays demonstrated the existence of an interaction between LpGDSL and LpBCP. The yeast one-hybrid assay and transcriptional activation assay confirmed that B3 transcription factors could act on LpGDSL promoters. Under saline-alkali stress, L. pumilum will promote the expression of LpGDSL, which will then promotes the accumulation of lignin and the scavenging of reactive oxygen species (ROS) to reduce its damage, thus improving the saline-alkali resistance of the plant.
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Affiliation(s)
- Zongying Wang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Wenhao Wan
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Miaoxin Shi
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Shangwei Ji
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Ling Zhang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Xiaolu Wang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Lingshu Zhang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Huitao Cui
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Xingyu Liu
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Hao Sun
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
| | - Fengshan Yang
- Engineering Research Center of Agricultural Microbiology Technology, Ministry of Education, Heilongjiang University, Harbin 150080, China
- Heilongjiang Provincial Key Laboratory of Ecological Restoration and Resource Utilization for Cold Region, Heilongjiang University, Harbin 150080, China
- Key Laboratory of Molecular Biology, College of Heilongjiang Province, College of Life Sciences, Heilongjiang University, Harbin 150080, China
| | - Shumei Jin
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150000, China
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Huang H, Wang X, Li J, Gao Y, Yang Y, Wang R, Zhou Z, Wang P, Zhang Y. Trends and Directions in Oats Research under Drought and Salt Stresses: A Bibliometric Analysis (1993-2023). PLANTS (BASEL, SWITZERLAND) 2024; 13:1902. [PMID: 39065428 PMCID: PMC11279746 DOI: 10.3390/plants13141902] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 07/02/2024] [Accepted: 07/03/2024] [Indexed: 07/28/2024]
Abstract
With global climate change leading to increasing intensity and frequency of droughts, as well as the growing problem of soil salinization, these factors significantly affect crop growth, yield, and resilience to adversity. Oats are a cereal widely grown in temperate regions and are rich in nutritive value; however, the scientific literature on the response of oat to drought and salt stress has not yet been analyzed in detail. This study comprehensively analyzed the response of oat to drought stress and salt stress using data from the Web of Science core database and bibliometric methods with R (version4.3.1), VOSviewer (version 1.6.19), and Citespace (version6.3.1.0) software. The number of publications shows an increasing trend in drought stress and salt stress in oat over the past 30 years. In the field of drought-stress research, China, the United States, and Canada lead in terms of literature publication, with the most academic achievements being from China Agricultural University and Canadian Agricultural Food University. The journal with the highest number of published papers is Field Crops Research. Oat research primarily focuses on growth, yield, physiological and biochemical responses, and strategies for improving drought resistance. Screening of drought-tolerant genotypes and transformation of drought-tolerant genes may be key directions for future oat drought research. In the field of salt-stress research, contributions from China, the United States, and India stand out, with the Chinese Academy of Agricultural Sciences and Inner Mongolia Agricultural University producing the most significant research results. The largest number of published articles has been found in the Physiologia Plantarum journal. Current oat salt-stress research primarily covers growth, physiological and biochemical responses, and salt-tolerance mechanisms. It is expected that future oat salt research will focus more on physiological and biochemical responses, as well as gene-editing techniques. Despite achievements under single-stress conditions, combined drought and salt-stress effects on oat remain understudied, necessitating future research on their interaction at various biological levels. The purpose of this study is to provide potential theoretical directions for oat research on drought and salt stress.
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Affiliation(s)
- Haiyan Huang
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.H.); (X.W.); (J.L.); (Y.Y.); (R.W.); (Z.Z.)
| | - Xiangtao Wang
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.H.); (X.W.); (J.L.); (Y.Y.); (R.W.); (Z.Z.)
| | - Junqin Li
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.H.); (X.W.); (J.L.); (Y.Y.); (R.W.); (Z.Z.)
| | - Yang Gao
- School of Karst Science, Guizhou Normal University, Guiyang 550025, China;
| | - Yuting Yang
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.H.); (X.W.); (J.L.); (Y.Y.); (R.W.); (Z.Z.)
| | - Rui Wang
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.H.); (X.W.); (J.L.); (Y.Y.); (R.W.); (Z.Z.)
| | - Zijun Zhou
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.H.); (X.W.); (J.L.); (Y.Y.); (R.W.); (Z.Z.)
| | - Puchang Wang
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China; (H.H.); (X.W.); (J.L.); (Y.Y.); (R.W.); (Z.Z.)
| | - Yujun Zhang
- Guizhou Provincial Institute of Prataculture, Guizhou Academy of Agricultural Sciences, Guiyang 550006, China;
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Wang H, Zhao S, Qi Z, Yang C, Ding D, Xiao B, Wang S, Yang C. Regulation of Root Exudation in Wheat Plants in Response to Alkali Stress. PLANTS (BASEL, SWITZERLAND) 2024; 13:1227. [PMID: 38732442 PMCID: PMC11085862 DOI: 10.3390/plants13091227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Revised: 04/19/2024] [Accepted: 04/24/2024] [Indexed: 05/13/2024]
Abstract
Soil alkalization is an important environmental factor limiting crop production. Despite the importance of root secretion in the response of plants to alkali stress, the regulatory mechanism is unclear. In this study, we applied a widely targeted metabolomics approach using a local MS/MS data library constructed with authentic standards to identify and quantify root exudates of wheat under salt and alkali stresses. The regulatory mechanism of root secretion in alkali-stressed wheat plants was analyzed by determining transcriptional and metabolic responses. Our primary focus was alkali stress-induced secreted metabolites (AISMs) that showed a higher secretion rate in alkali-stressed plants than in control and salt-stressed plants. This secretion was mainly induced by high-pH stress. We discovered 55 AISMs containing -COOH groups, including 23 fatty acids, 4 amino acids, 1 amino acid derivative, 7 dipeptides, 5 organic acids, 9 phenolic acids, and 6 others. In the roots, we also discovered 29 metabolites with higher levels under alkali stress than under control and salt stress conditions, including 2 fatty acids, 3 amino acid derivatives, 1 dipeptide, 2 organic acids, and 11 phenolic acids. These alkali stress-induced accumulated carboxylic acids may support continuous root secretion during the response of wheat plants to alkali stress. In the roots, RNAseq analysis indicated that 5 6-phosphofructokinase (glycolysis rate-limiting enzyme) genes, 16 key fatty acid synthesis genes, and 122 phenolic acid synthesis genes have higher expression levels under alkali stress than under control and salt stress conditions. We propose that the secretion of multiple types of metabolites with a -COOH group is an important pH regulation strategy for alkali-stressed wheat plants. Enhanced glycolysis, fatty acid synthesis, and phenolic acid synthesis will provide more energy and substrates for root secretion during the response of wheat to alkali stress.
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Affiliation(s)
- Huan Wang
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China
| | - Shuting Zhao
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China
| | - Zexin Qi
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China
| | - Changgang Yang
- Wheat Research Institute, Gansu Academy of Agricultural Sciences, Lanzhou 730070, China
| | - Dan Ding
- Department of Agronomy, Jilin Agricultural University, Changchun 130118, China
| | - Binbin Xiao
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun 130024, China
| | - Shihong Wang
- Wheat Research Institute, Gansu Academy of Agricultural Sciences, Lanzhou 730070, China
| | - Chunwu Yang
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun 130024, China
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Li G, Chang X, Dong Y, Wang M, Yang J, Hu G, Shumei J. Cloning and expression study of a high-affinity nitrate transporter gene from Zea mays L. PLANT SIGNALING & BEHAVIOR 2023; 18:2163342. [PMID: 36645908 PMCID: PMC9851203 DOI: 10.1080/15592324.2022.2163342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 12/13/2022] [Accepted: 12/23/2022] [Indexed: 06/17/2023]
Abstract
A nitrate transporter gene, named B46NRT2.1, from salt-tolerant Zea mays L. B46 has been cloned. B46NRT2.1 contained the same domain belonging to the major facilitator superfamily (PLN00028). The results of the phylogenetic tree indicated that B46NRT2.1 exhibits sequence similarity and the closest relationship with those known nitrate transporters of the NRT2 family. Through RT-qPCR, we found that the expression of B46NRT2.1 mainly happens in the root and leaf. Moreover, the treatment with NaCl, Na2CO3, and NaHCO3 could significantly increase the expression of B46NRT2.1. B46NRT2.1 was located in the plasma membrane. Through the study of yeast and plant salt response brought by B46NRT2.1 overexpression, we have preliminary knowledge that the expression of B46NRT2.1 makes yeast and plants respond to salt shock. There are 10 different kinds of cis-acting regulatory elements (CRES) in the promotor sequences of B46NRT2.1 gene using the PlantCARE web server to analyze. It mainly includes hormone response, abscisic acid, salicylic acid, gibberellin, methyl jasmonate, and auxin. The B46NRT2.1 gene's co-expression network showed that it was co-expressed with a number of other genes in several biological pathways, including regulation of NO3 long-distance transit, modulation of nitrate sensing and metabolism, nitrate assimilation, and transduction of Jasmonic acid-independent wound signal. The results of this work should serve as a good scientific foundation for further research on the functions of the NRT2 gene family in plants (inbred line B46), and this research adds to our understanding of the molecular mechanisms under salt tolerance.
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Affiliation(s)
- Guoliang Li
- Heilongjiang Academy of Agricultural Sciences, Harbin, Heilongjiang, China
| | - Xu Chang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin, Heilongjiang, China
| | - Yi Dong
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin, Heilongjiang, China
- Aulin College, Northeast Forestry University, Harbin, Heilongjiang, China
| | - Mingquan Wang
- Heilongjiang Academy of Agricultural Sciences, Harbin, Heilongjiang, China
| | - Jianfei Yang
- Heilongjiang Academy of Agricultural Sciences, Harbin, Heilongjiang, China
| | - Guanghui Hu
- Heilongjiang Academy of Agricultural Sciences, Harbin, Heilongjiang, China
| | - Jin Shumei
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin, Heilongjiang, China
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Zhou Y, Xu K, Gao H, Yao W, Zhang Y, Zhang Y, Azhar Hussain M, Wang F, Yang X, Li H. Comparative Proteomic Analysis of Two Wild Soybean ( Glycine soja) Genotypes Reveals Positive Regulation of Saline-Alkaline Stress Tolerance by Tonoplast Transporters. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:14109-14124. [PMID: 37749803 DOI: 10.1021/acs.jafc.3c02111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/27/2023]
Abstract
Soil saline-alkalization is a significant constraint for soybean production. Owing to higher genetic diversity of wild soybean, we compared the proteomic landscape of saline-alkaline stress-tolerant (SWBY032) and stress-sensitive (SWLJ092) wild soybean (Glycine soja) strains under saline and saline-alkaline stress. Out of 346 differentially expressed proteins (DEPs) specifically involved in saline-alkaline stress, 159 and 133 DEPs were identified in only SWLJ092 and SWBY032, respectively. Functional annotations revealed that more ribosome proteins were downregulated in SWLJ092, whereas more membrane transporters were upregulated in SWBY032. Moreover, protein-protein interaction analysis of 133 DEPs revealed that 14 protein-synthesis- and 2 TCA-cycle-related DEPs might alter saline-alkaline tolerance by affecting protein synthesis and amino acid metabolism. Furthermore, we confirmed G. soja tonoplast intrinsic protein (GsTIP2-1 and GsTIP2-2), inositol transporter (GsINT1), sucrose transport protein (GsSUC4), and autoinhibited Ca2+-ATPase (GsACA11) as tonoplast transporters can synergistically improve saline-alkaline tolerance in soybean, possibly by relieving the inhibition of protein synthesis and amino acid metabolism. Overall, our findings provided a foundation for molecular breeding of a saline-alkaline stress-tolerant soybean.
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Affiliation(s)
- Yonggang Zhou
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- Hainan Yazhou Bay Seed Laboratory, Sanya 572025, China
- College of Tropical Crops, Hainan University, Haikou 570288, China
| | - Keheng Xu
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
| | - Hongtao Gao
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- Hainan Yazhou Bay Seed Laboratory, Sanya 572025, China
- College of Tropical Crops, Hainan University, Haikou 570288, China
| | - Wenbo Yao
- College of Tropical Crops, Hainan University, Haikou 570288, China
| | - Yinhe Zhang
- College of Tropical Crops, Hainan University, Haikou 570288, China
| | - Yuntong Zhang
- College of Tropical Crops, Hainan University, Haikou 570288, China
| | - Muhammad Azhar Hussain
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- College of Tropical Crops, Hainan University, Haikou 570288, China
| | - Fawei Wang
- College of Life Sciences, Jilin Agricultural University, Changchun 130118, China
| | - Xinquan Yang
- Hainan Yazhou Bay Seed Laboratory, Sanya 572025, China
- School of Chemistry and Chemical Engineering, Guangzhou University, Guangzhou 510006, China
| | - Haiyan Li
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- Hainan Yazhou Bay Seed Laboratory, Sanya 572025, China
- College of Tropical Crops, Hainan University, Haikou 570288, China
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8
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Zhang C, Lu X, Yan H, Gong M, Wang W, Chen B, Ma S, Li S. Nitrogen application improves salt tolerance of grape seedlings via regulating hormone metabolism. PHYSIOLOGIA PLANTARUM 2023; 175:e13896. [PMID: 36951039 DOI: 10.1111/ppl.13896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 03/08/2023] [Accepted: 03/20/2023] [Indexed: 06/18/2023]
Abstract
Salt stress is a dominant environmental factor that restricts the growth and yield of crops. Nitrogen is an essential mineral element for plants, regulates various physiological and biochemical processes, and has been reported to enhance salt tolerance in plants. However, the crosstalk between salt and nitrogen in grapes is not well understood. In this study, we found that nitrogen supplementation (0.01 and 0.1 mol L-1 NH4 NO3 ) significantly increased the accumulation of proline, chlorophyll, Na+ , NH4 + , and NO3 - , while it reduced the malondialdehyde content and inhibited photosynthetic performance under salt stress conditions (200 mmol L-1 NaCl). Further transcriptome and metabolome analyses showed that a total of 4890 differentially expressed genes (DEGs) and 753 differently accumulated metabolites (DAMs) were identified. Joint omics results revealed that plant hormone signal transduction pathway connected the DEGs and DAMs. In-depth analysis revealed that nitrogen supplementation increased the levels of endogenous abscisic acid, salicylic acid, and jasmonic acid by inducing the expression of 11, 4, and 13 genes related to their respective biosynthesis pathway. In contrast, endogenous indoleacetic acid content was significantly reduced due to the remarkable regulation of seven genes of its biosynthetic pathway. The modulation in hormone contents subsequently activated the differential expression of 13, 10, 12, and 29 genes of the respective downstream hormone signaling transduction pathways. Overall, all results indicate that moderate nitrogen supplementation could improve salt tolerance by regulating grape physiology and endogenous hormone homeostasis, as well as the expression of key genes in signaling pathways, which provides new insights into the interactions between mineral elements and salt stress.
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Affiliation(s)
- Congcong Zhang
- College of Horticulture, Gansu Agricultural University, Lanzhou, 730070, China
| | - Xu Lu
- College of Horticulture, Gansu Agricultural University, Lanzhou, 730070, China
| | - Haokai Yan
- College of Horticulture, Gansu Agricultural University, Lanzhou, 730070, China
| | - Meishuang Gong
- College of Life Science and Technology, Gansu Agricultural University, Lanzhou, 730070, China
| | - Wenhui Wang
- Basic Experiment Teaching Center, Gansu Agricultural University, Lanzhou, 730070, China
| | - Baihong Chen
- College of Horticulture, Gansu Agricultural University, Lanzhou, 730070, China
| | - Shaoying Ma
- Basic Experiment Teaching Center, Gansu Agricultural University, Lanzhou, 730070, China
| | - Sheng Li
- College of Horticulture, Gansu Agricultural University, Lanzhou, 730070, China
- College of Life Science and Technology, Gansu Agricultural University, Lanzhou, 730070, China
- State Key Laboratory of Aridland Crop Science, Lanzhou, 730070, China
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9
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Genetic diversity and local adaption of alfalfa populations (Medicago sativa L.) under long-term grazing. Sci Rep 2023; 13:1632. [PMID: 36717619 PMCID: PMC9886962 DOI: 10.1038/s41598-023-28521-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 01/19/2023] [Indexed: 02/01/2023] Open
Abstract
Genomic information on alfalfa adaptation to long-term grazing is useful for alfalfa genetic improvement. In this study, 14 alfalfa populations were collected from long-term grazing sites (> 25 years) across four soil zones in western Canada. Alfalfa cultivars released between 1926 and 1980 were used to compare degree of genetic variation of the 14 populations. Six agro-morphological and three nutritive value traits were evaluated from 2018 to 2020. The genotyping-by-sequencing (GBS) data of the alfalfa populations and environmental data were used for genotype-environment association (GEA). Both STRUCTURE and UPGMA based on 19,853 SNPs showed that the 14 alfalfa populations from long-term grazing sites had varying levels of parentages from alfalfa sub-species Medicago sativa and M. falcata. The linear regression of STRUCTURE membership probability on phenotypic data indicated genetic variations of forage dry matter yield, spring vigor and plant height were low, but genetic variations of regrowth, fall plant height, days to flower and crude protein were still high for the 14 alfalfa populations from long-term grazing sites. The GEA identified 31 SNPs associated with 13 candidate genes that were mainly associated with six environmental factors of. Candidate genes underlying environmental factors were associated with a variety of proteins, which were involved in plant responses to abiotic stresses, i.e., drought, cold and salinity-alkali stresses.
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The Role of Taraxacum mongolicum in a Puccinellia tenuiflora Community under Saline-Alkali Stress. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27248746. [PMID: 36557878 PMCID: PMC9783931 DOI: 10.3390/molecules27248746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 11/17/2022] [Accepted: 11/29/2022] [Indexed: 12/14/2022]
Abstract
Coexisting salt and alkaline stresses seriously threaten plant survival. Most studies have focused on halophytes; however, knowledge on how plants defend against saline-alkali stress is limited. This study investigated the role of Taraxacum mongolicum in a Puccinellia tenuiflora community under environmental saline-alkali stress to analyse the response of elements and metabolites in T. mongolicum, using P. tenuiflora as a control. The results show that the macroelements Ca and Mg are significantly accumulated in the aboveground parts (particularly in the stem) of T. mongolicum. Microelements B and Mo are also accumulated in T. mongolicum. Microelement B can adjust the transformation of sugars, and Mo contributes to the improvement in nitrogen metabolism. Furthermore, the metabolomic results demonstrate that T. mongolicum leads to decreased sugar accumulation and increased amounts of amino acids and organic acids to help plants resist saline-alkali stress. The resource allocation of carbon (sugar) and nitrogen (amino acids) results in the accumulation of only a few phenolic metabolites (i.e., petunidin, chlorogenic acid, and quercetin-3-O-rhamnoside) in T. mongolicum. These phenolic metabolites help to scavenge excess reactive oxygen species. Our study primarily helps in understanding the contribution of T. mongolicum in P. tenuiflora communities on coping with saline-alkali stress.
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Kumar P, Singh J, Kaur G, Adunola PM, Biswas A, Bazzer S, Kaur H, Kaur I, Kaur H, Sandhu KS, Vemula S, Kaur B, Singh V, Tseng TM. OMICS in Fodder Crops: Applications, Challenges, and Prospects. Curr Issues Mol Biol 2022; 44:5440-5473. [PMID: 36354681 PMCID: PMC9688858 DOI: 10.3390/cimb44110369] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Revised: 10/27/2022] [Accepted: 10/31/2022] [Indexed: 09/08/2024] Open
Abstract
Biomass yield and quality are the primary targets in forage crop improvement programs worldwide. Low-quality fodder reduces the quality of dairy products and affects cattle's health. In multipurpose crops, such as maize, sorghum, cowpea, alfalfa, and oat, a plethora of morphological and biochemical/nutritional quality studies have been conducted. However, the overall growth in fodder quality improvement is not on par with cereals or major food crops. The use of advanced technologies, such as multi-omics, has increased crop improvement programs manyfold. Traits such as stay-green, the number of tillers per plant, total biomass, and tolerance to biotic and/or abiotic stresses can be targeted in fodder crop improvement programs. Omic technologies, namely genomics, transcriptomics, proteomics, metabolomics, and phenomics, provide an efficient way to develop better cultivars. There is an abundance of scope for fodder quality improvement by improving the forage nutrition quality, edible quality, and digestibility. The present review includes a brief description of the established omics technologies for five major fodder crops, i.e., sorghum, cowpea, maize, oats, and alfalfa. Additionally, current improvements and future perspectives have been highlighted.
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Affiliation(s)
- Pawan Kumar
- Agrotechnology Division, Council of Scientific and Industrial Research-Institute of Himalayan Bioresource Technology, Palampur 176061, India
- Department of Genetics and Plant Breeding, CCS Haryana Agricultural University, Hisar 125004, India
| | - Jagmohan Singh
- Division of Plant Pathology, Indian Agricultural Research Institute, New Delhi 110012, India
- Krishi Vigyan Kendra, Guru Angad Dev Veterinary and Animal Science University, Barnala 148107, India
| | - Gurleen Kaur
- Horticultural Sciences Department, University of Florida, Gainesville, FL 32611, USA
| | | | - Anju Biswas
- Agronomy Department, University of Florida, Gainesville, FL 32611, USA
| | - Sumandeep Bazzer
- Department of Agronomy, Horticulture, and Plant Science, South Dakota State University, Brookings, WA 57007, USA
| | - Harpreet Kaur
- Department of Plant and Environmental Sciences, New Mexico State University, Las Cruces, NM 88001, USA
| | - Ishveen Kaur
- Department of Biological Sciences, Auburn University, Auburn, AL 36849, USA
| | - Harpreet Kaur
- Department of Agricultural and Environmental Sciences, Tennessee State University, Nashville, TN 37209, USA
| | - Karansher Singh Sandhu
- Department of Crop and Soil Sciences, Washington State University, Pullman, WA 99163, USA
| | - Shailaja Vemula
- Agronomy Department, UF/IFAS Research and Education Center, Belle Glade, FL 33430, USA
| | - Balwinder Kaur
- Department of Entomology, UF/IFAS Research and Education Center, Belle Glade, FL 33430, USA
| | - Varsha Singh
- Department of Plant and Soil Sciences, Mississippi State University, Starkville, MS 39759, USA
| | - Te Ming Tseng
- Department of Plant and Soil Sciences, Mississippi State University, Starkville, MS 39759, USA
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Wang Z, Ma R, Jia Z, Lin P, Zhao Z, Wang W, Yi S, Li X, Li J. Investigating on the influence mechanism of sausage of sea bass on calcium absorption and transport based on Caco-2 cell monolayer model. Front Nutr 2022; 9:1046945. [PMID: 36330132 PMCID: PMC9623112 DOI: 10.3389/fnut.2022.1046945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2022] [Accepted: 10/03/2022] [Indexed: 11/25/2022] Open
Abstract
A monolayer Caco-2 cell model was established to explore the effects of sea bass sausage digestive juice containing phosphate on calcium ion transport. Differential proteins of Caco-2 cells treated with fish sausage juice were detected and analyzed by gene ontology (GO) functional annotation and kyoto encyclopedia of genes and genomes (KEGG) pathway analyses. Results revealed that after treatment with 0.23 mg/mL digestive juice of perch sausage in vitro, Caco-2 cell viability was the highest at 72 h (99.84%). Additionally, 0.23 mg/mL digestive juice of perch sausage in vitro significantly increased calcium ion transport. The transfer volume was 1.396 μg/well. Fish sausages containing phosphate significantly affected the protein expression levels of Caco-2 cells. Two hundred one differential proteins were detected, including 114 up-regulated and 87 down-regulated proteins. The main differential proteins included P02795, Q9P0W0, Q96PU5, Q9GZT9 and Q5EBL8. The adjustment ratios of the fish sausage group were 0.7485, 1.373, 1.2535, 0.6775, and 0.809, respectively. The pathway analysis showed that phosphate affected calcium ion absorption and transport through the P02795 enrichment pathway. The fish sausage group showed that the immune-related functions of cells were affected. This study expounds the effects of water-retaining agents on the nutritional quality of aquatic products and provides theoretical support for the research and application of surimi products.
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Zhai J, Luo B, Li A, Dong H, Jin X, Wang X. Unlocking All-Solid Ion Selective Electrodes: Prospects in Crop Detection. SENSORS (BASEL, SWITZERLAND) 2022; 22:5541. [PMID: 35898054 PMCID: PMC9331676 DOI: 10.3390/s22155541] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 07/20/2022] [Accepted: 07/21/2022] [Indexed: 06/15/2023]
Abstract
This paper reviews the development of all-solid-state ion-selective electrodes (ASSISEs) for agricultural crop detection. Both nutrient ions and heavy metal ions inside and outside the plant have a significant influence on crop growth. This review begins with the detection principle of ASSISEs. The second section introduces the key characteristics of ASSISE and demonstrates its feasibility in crop detection based on previous research. The third section considers the development of ASSISEs in the detection of corps internally and externally (e.g., crop nutrition, heavy metal pollution, soil salinization, N enrichment, and sensor miniaturization, etc.) and discusses the interference of the test environment. The suggestions and conclusions discussed in this paper may provide the foundation for additional research into ion detection for crops.
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Affiliation(s)
- Jiawei Zhai
- Research Center of Intelligent Equipment, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; (J.Z.); (B.L.); (A.L.); (H.D.); (X.J.)
- College of Mechanical and Electrical Engineering, Fujian Agriculture and Forestry University, Fuzhou 350108, China
| | - Bin Luo
- Research Center of Intelligent Equipment, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; (J.Z.); (B.L.); (A.L.); (H.D.); (X.J.)
| | - Aixue Li
- Research Center of Intelligent Equipment, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; (J.Z.); (B.L.); (A.L.); (H.D.); (X.J.)
| | - Hongtu Dong
- Research Center of Intelligent Equipment, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; (J.Z.); (B.L.); (A.L.); (H.D.); (X.J.)
| | - Xiaotong Jin
- Research Center of Intelligent Equipment, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; (J.Z.); (B.L.); (A.L.); (H.D.); (X.J.)
| | - Xiaodong Wang
- Research Center of Intelligent Equipment, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China; (J.Z.); (B.L.); (A.L.); (H.D.); (X.J.)
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Experimental Study of the Usage of Combined Biopolymer and Plants in Reinforcing the Clayey Soil Exposed to Acidic and Alkaline Contaminations. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12125808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
In the last decade, biopolymers have been extensively studied, showing a great potential in soil reinforcement and the promotion of vegetation growth with limited environmental impact. In this paper, a soil reinforcing method with combined biopolymer (xanthan gum, XG) and plants (oat) was proposed to strengthen the clayey soil with different pore fluid pH values. A series of laboratory tests were conducted, mainly including the plant cultivation tests and the direct shear tests. It was found that oats grew better in the neutral, weakly acidic, and weakly alkaline soil environments. Both 0.25% XG and 0.50% XG that mostly promoted plant growth, also led to higher soil shear strength. An excessive XG content (e.g., 0.75% and 1.00%) may lead to the formation of a hard XG–soil matrix, preventing oat growth and therefore resulting in a lower shear strength. The XG–oat combination was found to be more effective in treating the soils with acidic pH values. Furthermore, the XG–oat combination is able to reduce the types and contents of heavy metal elements in the soil. Therefore, we suggest using biopolymers in combination with plants to improve the stability and geotechnical performances of the shallow soil slopes that are exposed to acidic and alkaline contamination.
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Li H, Xu C, Han L, Li C, Xiao B, Wang H, Yang C. Extensive secretion of phenolic acids and fatty acids facilitates rhizosphere pH regulation in halophyte Puccinellia tenuiflora under alkali stress. PHYSIOLOGIA PLANTARUM 2022; 174:e13678. [PMID: 35363393 DOI: 10.1111/ppl.13678] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 03/10/2022] [Accepted: 03/28/2022] [Indexed: 06/14/2023]
Abstract
Puccinellia tenuiflora is a forage grass with high nutritional value that is an extreme alkali-tolerant halophyte: it can survive at pH 10-11. Root secretion is perceived as a major plant alkali tolerance mechanism. In the present study, we applied a widely targeted metabolomic approach to identify and quantify the root exudates of P. tenuiflora under alkali stress. We also surveyed the transcriptional and metabolic profiling of P. tenuiflora roots under salt (96-mM Na+ , pH 6.8) and alkali (96-mM Na+ , pH 9.6) stresses to reveal the biological processes mediating root secretion. In P. tenuiflora plants, 493 root exudates were detected under control conditions, 544 root exudates under salt stress conditions, and 607 root exudates under alkali stress conditions. Salt-stressed plants and alkali-stressed plants shared 64 root exudates, and 60 root exudates were unique to alkali-stressed plants. The secretion rate of 56 phenolic acids, 43 fatty acids, and 9 organic acids was faster in alkali-stressed roots than in control and salt-stressed roots. In P. tenuiflora roots, alkali stress enhanced the accumulation of 23 phenolic acids, five organic acids, and only one fatty acid. In addition, transcriptomic analysis revealed that alkali stress upregulated glycolysis and phenylpropanoid biosynthesis pathways in P. tenuiflora roots. Taken together, extensive secretion of phenolic acids and fatty acids promotes rhizosphere pH regulation of P. tenuiflora under alkali stress, which contributes to its strong alkali tolerance. The root secretion of P. tenuiflora upon alkali stress is highly organized. Enhanced glycolysis, phenylpropanoid biosynthesis, and organic acid synthesis in the roots provide more reducing power and carbon source for the root secretion process of alkali-stressed P. tenuiflora.
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Affiliation(s)
- Hong Li
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, China
| | - Chenyang Xu
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, China
| | - Lei Han
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, China
| | - Changyou Li
- School of Life Science, Jilin Normal University, Siping, China
| | - Binbin Xiao
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, China
| | - Huan Wang
- Department of Agronomy, Jilin Agricultural University, Changchun, China
| | - Chunwu Yang
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, China
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Ye JY, Tian WH, Jin CW. Nitrogen in plants: from nutrition to the modulation of abiotic stress adaptation. STRESS BIOLOGY 2022; 2:4. [PMID: 37676383 PMCID: PMC10441927 DOI: 10.1007/s44154-021-00030-1] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2021] [Accepted: 12/14/2021] [Indexed: 09/08/2023]
Abstract
Nitrogen is one of the most important nutrient for plant growth and development; it is strongly associated with a variety of abiotic stress responses. As sessile organisms, plants have evolved to develop efficient strategies to manage N to support growth when exposed to a diverse range of stressors. This review summarizes the recent progress in the field of plant nitrate (NO3-) and ammonium (NH4+) uptake, which are the two major forms of N that are absorbed by plants. We explore the intricate relationship between NO3-/NH4+ and abiotic stress responses in plants, focusing on stresses from nutrient deficiencies, unfavorable pH, ions, and drought. Although many molecular details remain unclear, research has revealed a number of core signaling regulators that are associated with N-mediated abiotic stress responses. An in-depth understanding and exploration of the molecular processes that underpin the interactions between N and abiotic stresses is useful in the design of effective strategies to improve crop growth, development, and productivity.
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Affiliation(s)
- Jia Yuan Ye
- State Key Laboratory of Plant Physiology and Biochemistry, College of Natural Resources and Environmental Science, Zhejiang University, Hangzhou, 310058, China
| | - Wen Hao Tian
- State Key Laboratory of Rice Biology, China National Rice Research Institute, Zhejiang, 310006, Hangzhou, China.
| | - Chong Wei Jin
- State Key Laboratory of Plant Physiology and Biochemistry, College of Natural Resources and Environmental Science, Zhejiang University, Hangzhou, 310058, China.
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Chen Q, Jin Y, Zhang Z, Cao M, Wei G, Guo X, Zhang J, Lu X, Tang Z. Ionomic and Metabolomic Analyses Reveal Different Response Mechanisms to Saline-Alkali Stress Between Suaeda salsa Community and Puccinellia tenuiflora Community. FRONTIERS IN PLANT SCIENCE 2021; 12:774284. [PMID: 34917108 PMCID: PMC8670416 DOI: 10.3389/fpls.2021.774284] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 10/13/2021] [Indexed: 05/14/2023]
Abstract
Soil salinization imposes severe stress to plants, inhibits plant growth, and severely limits agricultural productivity and land utilization. The response of a single plant to saline-alkali stress has been well investigated. However, the plant community that usually works as a group to defend against saline-alkali stress was neglected. To determine the functions of plant community, in our current work, Suaeda salsa (S. salsa) community and Puccinellia tenuiflora (P. tenuiflora) community, two communities that are widely distributed in Hulun Buir Grassland in Northeastern China, were selected as research objects. Ionomic and metabolomic were applied to compare the differences between S. salsa community and P. tenuiflora community from the aspects of ion transport and phenolic compound accumulation, respectively. Ionomic studies demonstrated that many macroelements, including potassium (K) and calcium (Ca), were highly accumulated in S. salsa community whereas microelement manganese (Mn) was highly accumulated in P. tenuiflora community. In S. salsa community, transportation of K to aboveground parts of plants helps to maintain high K+ and low Na+ concentrations whereas the accumulation of Ca triggers the salt overly sensitive (SOS)-Na+ system to efflux Na+. In P. tenuiflora community, enrichment of Mn in roots elevates the level of Mn-superoxide dismutase (SOD) and increases the resistance to saline-alkali stress. Metabolomic studies revealed the high levels of C6C1-compounds and C6C3C6-compounds in S. salsa community and also the high levels of C6C3-compounds in P. tenuiflora community. C6C1-compounds function as signaling molecules to defend against stress and may stimulate the accumulation of C6C3C6-compounds. C6C3-compounds contribute to the elimination of free radicals and the maintenance of cell morphology. Collectively, our findings determine the abundance of phenolic compounds and various elements in S. salsa community and P. tenuiflora community in Hulun Buir Grassland and we explored different responses of S. salsa community and P. tenuiflora community to cope with saline-alkali stress. Understanding of plant response strategies from the perspective of community teamwork may provide a feasible and novel way to transform salinization land.
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Affiliation(s)
- Qi Chen
- School of Life Sciences, Nantong University, Nantong, China
| | - Yan Jin
- School of Life Sciences, Nantong University, Nantong, China
| | - Zhonghua Zhang
- Key Laboratory of Plant Ecology, Northeast Forestry University, Harbin, China
| | - Meng Cao
- Key Laboratory of Plant Ecology, Northeast Forestry University, Harbin, China
| | - Guanyun Wei
- School of Life Sciences, Nantong University, Nantong, China
| | - Xiaorui Guo
- Key Laboratory of Plant Ecology, Northeast Forestry University, Harbin, China
| | - Jian Zhang
- School of Life Sciences, Nantong University, Nantong, China
| | - Xueyan Lu
- Heilongjiang Institute of Green Food Science, Northeast Agricultural University, Harbin, China
| | - Zhonghua Tang
- Key Laboratory of Plant Ecology, Northeast Forestry University, Harbin, China
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Lu H, Wang Z, Xu C, Li L, Yang C. Multiomics analysis provides insights into alkali stress tolerance of sunflower (Helianthus annuus L.). PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2021; 166:66-77. [PMID: 34090122 DOI: 10.1016/j.plaphy.2021.05.032] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 05/19/2021] [Indexed: 05/22/2023]
Abstract
Alkali stress is an extreme complex stress type, which exerts negative effects on plants via chemical destruction, osmotic stress, ion injury, nutrient deficiency, and oxygen deficiency. Soil alkalization has produced severe problems in some area, while plant alkali tolerance is poorly understood. Sunflower (Helianthus annuus L.) is an important oilseed crop with strong alkali tolerance. Here we exposed sunflower plants to alkali stress (NaHCO3/Na2CO3 = 9:1; pH 8.7) for whole life cycle. We applied transcriptomics, metabolomics, lipidomics and phytohormone analysis to elucidate the alkali tolerance mechanism of sunflower plant. Lipidomic analysis showed that alkali stress enhanced accumulation of saccharolipids and glycerolipids and lowered the accumulation of glycerophospholipids in sunflower seeds, indicating that alkali stress can change the lipid components of sunflower seeds, and that cultivating sunflower plants on alkalized farmlands will change the quality of sunflower seed oils. In addition, alkali stress downregulated expression of two rate-controlling genes of glycolysis in the leaves of sunflower but upregulated their expression in the roots. Enhanced glycolysis process provided more carbon sources and energy for alkali stress response of sunflower roots. Under alkali stress, accumulation of many fatty acids, amino acids, carbohydrates, and organic acids was greatly stimulated in sunflower roots. Alkali stress enhanced ACC, GA1, and ABA concentrations in the leaves but not in the roots, however, alkali stress elevated accumulation of BR (typhasterol) and CTK (Isopentenyladenosine) in the roots. We propose that multiple phytohormones and bioactive molecules interact to mediate alkali tolerance of sunflower.
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Affiliation(s)
- Huiying Lu
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, 130024, China
| | - Ziqi Wang
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, 130024, China
| | - Chenyang Xu
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, 130024, China
| | - Luhao Li
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, 130024, China
| | - Chunwu Yang
- Key Laboratory of Molecular Epigenetics of Ministry of Education, Northeast Normal University, Changchun, 130024, China.
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Wang F, Ge S, Xu X, Xing Y, Du X, Zhang X, Lv M, Liu J, Zhu Z, Jiang Y. Multiomics Analysis Reveals New Insights into the Apple Fruit Quality Decline under High Nitrogen Conditions. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2021; 69:5559-5572. [PMID: 33945277 DOI: 10.1021/acs.jafc.1c01548] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Excessive application of nitrogen (N) fertilizer is common in Chinese apple production. High N reduced the contents of soluble sugar and total flavonoids by 16.05 and 19.01%, respectively, resulting in poor fruit quality. Moreover, high N increased the total N and decreased the total C and C/N ratio of apple fruits. On the basis of the transcriptomic, proteomic, and metabolomic analyses, the global network was revealed. High N inhibited the accumulation of carbohydrates (sucrose, glucose, and trehalose) and flavonoids (rhamnetin-3-O-rutinoside, rutin, and trihydroxyisoflavone-7-O-galactoside) in fruits, and more C skeletons were used to synthesize amino acids and their derivatives (especially low C/N ratio, e.g., arginine) to be transferred to N metabolism. This study revealed new insights into the decline in soluble sugar and flavonoids caused by high N, and hub genes (MD07G1172700, MD05G1222800, MD16G1227200, MD01G1174400, and MD02G1207200) and hub proteins (PFK, gapN, and HK) were obtained.
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Affiliation(s)
- Fen Wang
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Shunfeng Ge
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Xinxiang Xu
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Yue Xing
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Xin Du
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Xin Zhang
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Mengxue Lv
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Jingquan Liu
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Zhanling Zhu
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Yuanmao Jiang
- State Key Laboratory of Crop Biology, College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an 271018, Shandong, China
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Shao YJ, Zhu QY, Yao ZW, Liu JX. Phosphoproteomic Analysis of Thermomorphogenic Responses in Arabidopsis. FRONTIERS IN PLANT SCIENCE 2021; 12:753148. [PMID: 34603364 PMCID: PMC8481946 DOI: 10.3389/fpls.2021.753148] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 08/20/2021] [Indexed: 05/07/2023]
Abstract
Plants rapidly adapt to elevated ambient temperature by adjusting their growth and developmental programs. To date, a number of experiments have been carried out to understand how plants sense and respond to warm temperatures. However, how warm temperature signals are relayed from thermosensors to transcriptional regulators is largely unknown. To identify new early regulators of plant thermo-responsiveness, we performed phosphoproteomic analysis using TMT (Tandem Mass Tags) labeling and phosphopeptide enrichment with Arabidopsis etiolated seedlings treated with or without 3h of warm temperatures (29°C). In total, we identified 13,160 phosphopeptides in 5,125 proteins with 10,700 quantifiable phosphorylation sites. Among them, 200 sites (180 proteins) were upregulated, while 120 sites (87 proteins) were downregulated by elevated temperature. GO (Gene Ontology) analysis indicated that phosphorelay-related molecular function was enriched among the differentially phosphorylated proteins. We selected ATL6 (ARABIDOPSIS TOXICOS EN LEVADURA 6) from them and expressed its native and phosphorylation-site mutated (S343A S357A) forms in Arabidopsis and found that the mutated form of ATL6 was less stable than that of the native form both in vivo and in cell-free degradation assays. Taken together, our data revealed extensive protein phosphorylation during thermo-responsiveness, providing new candidate proteins/genes for studying plant thermomorphogenesis in the future.
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21
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Bai J, Jin K, Qin W, Wang Y, Yin Q. Proteomic Responses to Alkali Stress in Oats and the Alleviatory Effects of Exogenous Spermine Application. FRONTIERS IN PLANT SCIENCE 2021; 12:627129. [PMID: 33868329 PMCID: PMC8049610 DOI: 10.3389/fpls.2021.627129] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 03/08/2021] [Indexed: 05/07/2023]
Abstract
Alkali stress limits plant growth and yield more strongly than salt stress and can lead to the appearance of yellow leaves; however, the reasons remain unclear. In this study, we found that (1) the down-regulation of coproporphyrinogen III oxidase, protoporphyrinogen oxidase, and Pheophorbide a oxygenase in oats under alkali stress contributes to the appearance of yellow leaves (as assessed by proteome and western blot analyses). (2) Some oat proteins that are involved in the antioxidant system, root growth, and jasmonic acid (JA) and indole-3-acetic acid (IAA) synthesis are up-regulated in response to alkalinity and help increase alkali tolerance. (3) We added exogenous spermine to oat plants to improve their alkali tolerance, which resulted in higher chlorophyll contents and plant dry weights than in plants subjected to alkaline stress alone. This was due to up-regulation of chitinase and proteins related to chloroplast structure, root growth, and the antioxidant system. Spermine addition increased sucrose utilization efficiency, and promoted carbohydrate export from leaves to roots to increase energy storage in roots. Spermine addition also increased the IAA and JA contents required for root growth.
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Affiliation(s)
- Jianhui Bai
- Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot, China
| | - Ke Jin
- Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot, China
- *Correspondence: Ke Jin,
| | - Wei Qin
- Inner Mongolia Technical College of Construction, Hohhot, China
- Wei Qin,
| | - Yuqing Wang
- Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot, China
| | - Qiang Yin
- Institute of Grassland Research of Chinese Academy of Agricultural Sciences, Hohhot, China
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22
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Kaiwen G, Zisong X, Yuze H, Qi S, Yue W, Yanhui C, Jiechen W, Wei L, Huihui Z. Effects of salt concentration, pH, and their interaction on plant growth, nutrient uptake, and photochemistry of alfalfa ( Medicago sativa) leaves. PLANT SIGNALING & BEHAVIOR 2020; 15:1832373. [PMID: 33073686 PMCID: PMC7671061 DOI: 10.1080/15592324.2020.1832373] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
In order to explore the main limiting factors affecting the growth and physiological function of alfalfa under salt and alkali stress, the effect of the salt and alkali stress on the growth and physiological function of alfalfa was studied. The results showed that effects of the excessive salt concentration (100 and 200 mM) on the growth and physiological characteristics were significantly greater than that of pH (7.0 and 9.0). Under 100 mM salt stress, there was no significant difference in the growth and photosynthetic function between pH 9.0 and pH 7.0. Under the 200 mM salt concentration the absorption of Na+ by alfalfa treated at the pH 9.0 did not increase significantly compared with absorption at the pH 7.0. However, the higher pH directly reduced the root activity, leaf's water content, and N-P-K content also decreased significantly. The PSII and PSI activities decreased with increasing the salt concentration, especially the damage degree of PSI. Although the photoinhibition of PSII was not significant, PSII donor and electron transfer from the QA to QB of the PSII receptor sides was inhibited. In a word, alfalfa showed relatively strong salt tolerance capacity, at the 100 mM salt concentration, even when the pH reached 9.0. Thus, the effect on the growth and photosynthetic function was not significant. However, at 200 mM salt concentration, pH 9.0 treatment caused damage to root system and the photosynthetic function in leaves of alfalfa was seriously injured.
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Affiliation(s)
- Guo Kaiwen
- College of Resources and Environment, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Xu Zisong
- College of Resources and Environment, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Huo Yuze
- College of Resources and Environment, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Sun Qi
- College of Resources and Environment, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Wang Yue
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin, Heilongjiang, China
| | - Che Yanhui
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin, Heilongjiang, China
| | - Wang Jiechen
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin, Heilongjiang, China
| | - Li Wei
- College of Resources and Environment, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Zhang Huihui
- College of Resources and Environment, Northeast Agricultural University, Harbin, Heilongjiang, China
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin, Heilongjiang, China
- CONTACT Zhang Huihui College of Resources and Environment, Northeast Agricultural University, Harbin, Heilongjiang, China; Li Wei
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23
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Comparative Physiological and Proteomic Analysis Reveals Different Involvement of Proteins during Artificial Aging of Siberian Wildrye Seeds. PLANTS 2020; 9:plants9101370. [PMID: 33076425 PMCID: PMC7650541 DOI: 10.3390/plants9101370] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 10/13/2020] [Accepted: 10/13/2020] [Indexed: 02/01/2023]
Abstract
Seed aging has an important effect on the germplasm preservation and industrialized production of Siberian wildrye (Elymus sibiricus) in the Qinghai-Tibet Plateau. However, so far its underlying molecular mechanisms still largely remain unknown. To shed light on this topic, one-year stored seeds of E. sibiricus were exposed to artificial aging treatments (AAT), followed by seed vigor characteristics and physiological status monitoring. Then global proteomics analysis was undertaken by the tandem mass tags (TMT) technique, and the proteins were quantified with liquid chromatography-tandem mass spectrometry on three aging time points (0 h, 36 h and 72 h). Finally, we verified the expression of related proteins by parallel reaction monitoring (PRM). Our results demonstrated that the seed vigor decreased remarkably in response to artificial aging, but the relative ion-leakage and malondialdehyde content, superoxide anion and hydrogen peroxide showed the opposite situation. Proteomic results showed that a total of 4169 proteins were identified and quantified. Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis indicated that a series of key pathways including carbohydrate metabolism, lipid metabolism, and antioxidant activity were severely damaged by aging treatments. Numerous key proteins such as glyceraldehyde triphosphate glyceraldehyde dehydrogenase, succinate dehydrogenase, lipoxygenase, peroxidase, glutathione-s-transferase and late embryogenesis abundant proteins were significantly down-regulated. However, the up-regulation of the heat shock protein family has made a positive contribution to oxidative stress resistance in seeds. This study provides a useful catalog of the E. sibiricus proteomes with insights into the future genetic improvement of seed storability.
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24
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Willforss J, Leonova S, Tillander J, Andreasson E, Marttila S, Olsson O, Chawade A, Levander F. Interactive proteogenomic exploration of response to Fusarium head blight in oat varieties with different resistance. J Proteomics 2020; 218:103688. [PMID: 32061841 DOI: 10.1016/j.jprot.2020.103688] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Revised: 02/03/2020] [Accepted: 02/12/2020] [Indexed: 11/17/2022]
Abstract
Fusarium species are cereal pathogens that cause the Fusarium Head Blight (FHB) disease. FHB can reduce yield, cause mycotoxin accumulation in the grain and reduce germination efficiency of the harvested seeds. Understanding the biochemical interactions between the host plants and the pathogen is crucial for controlling the disease and for the development of cultivars with improved tolerance to FHB. Here, we studied morphological and proteomic differences between the susceptible oat variety Belinda and the more resistant variety Argamak using variety-specific transcriptome assemblies as references. Measurements of deoxynivalenol toxin levels confirmed the partial resistance in Argamak and the susceptibility in Belinda. To jointly investigate the proteomics- and sequence data, we developed an RShiny-based interface for interactive exploration of the dataset using univariate and multivariate statistics. When applying this interface to the dataset, quantitative protein differences between Belinda and Argamak were detected, and eighteen peptides were found uniquely in Argamak during infection, among them several lipoxygenases. Such proteins can be developed as markers for Fusarium resistance breeding. In conclusion, this study provides the first proteogenomic insight on molecular Fusarium-oat interactions at both morphological and molecular levels and the data are openly available through an interactive interface for further inspection. SIGNIFICANCE: Fusarium head blight causes widespread damage to crops, and chronic and acute toxicity to human and livestock due to the accumulation of toxins during infection. In the present study, two oat varieties with differing resistance were challenged with Fusarium to understand the disease better, and studied both at morphological and molecular levels, identifying proteins which could play a role in the defense mechanism. Furthermore, a proteogenomics approach allows joint profiling of expression and sequence level differences to identify potentially functionally differing mutations. Here such analysis is made openly available through an interactive interface which allows other scientists to draw further findings from the data. This study may both serve as a basis for understanding oat disease response and developing breeding markers for Fusarium resistant oat and future proteogenomic studies using the interactive approach described.
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Affiliation(s)
- J Willforss
- Department of Immunotechnology, Lund University, Lund, Sweden
| | - S Leonova
- CropTailor AB, c/o Pure and Applied Biochemistry, Department of Chemistry, Lund University, Lund, Sweden
| | - J Tillander
- Department of Immunotechnology, Lund University, Lund, Sweden
| | - E Andreasson
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - S Marttila
- Department of Plant Protection Biology, Swedish University of Agricultural Sciences, Alnarp, Sweden
| | - O Olsson
- CropTailor AB, c/o Pure and Applied Biochemistry, Department of Chemistry, Lund University, Lund, Sweden
| | - A Chawade
- Department of Plant Breeding, Swedish University of Agricultural Sciences, Alnarp, Sweden.
| | - F Levander
- Department of Immunotechnology, Lund University, Lund, Sweden; National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Lund University, Sweden.
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25
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Jiang J, Ren X, Li L, Hou R, Sun W, Jiao C, Yang N, Dong Y. H 2S Regulation of Metabolism in Cucumber in Response to Salt-Stress Through Transcriptome and Proteome Analysis. FRONTIERS IN PLANT SCIENCE 2020; 11:1283. [PMID: 32973842 PMCID: PMC7466724 DOI: 10.3389/fpls.2020.01283] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 08/06/2020] [Indexed: 05/02/2023]
Abstract
In a previous study, we found that H2S alleviates salinity stress in cucumber by maintaining the Na+/K+ balance and by regulating H2S metabolism and the oxidative stress response. However, little is known about the molecular mechanisms behind H2S-regulated salt-stress tolerance in cucumber. Here, an integrated transcriptomic and proteomic analysis based on RNA-seq and 2-DE was used to investigate the global mechanism underlying H2S-regulated salt-stress tolerance. In total, 11,761 differentially expressed genes (DEGs) and 61 differentially expressed proteins (DEPs) were identified. Analysis of the pathways associated with the DEGs showed that salt stress enriched expression of genes in primary and energy metabolism, such as photosynthesis, carbon metabolism and biosynthesis of amino acids. Application of H2S significantly decreased these DEGs but enriched DEGs related to plant-pathogen interaction, sulfur-containing metabolism, cell defense, and signal transduction pathways. Notably, changes related to sulfur-containing metabolism and cell defense were also observed through proteome analysis, such as Cysteine synthase 1, Glutathione S-transferase U25-like, Protein disulfide-isomerase, and Peroxidase 2. We present the first global analysis of the mechanism underlying H2S regulation of salt-stress tolerance in cucumber through tracking changes in the expression of specific proteins and genes.
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Affiliation(s)
- Jinglong Jiang
- School of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, China
- *Correspondence: Jinglong Jiang,
| | - Xuming Ren
- School of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, China
| | - Li Li
- School of Chemical and Environmental Sciences, Shaanxi University of Technology, Hanzhong, China
| | - Ruping Hou
- School of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, China
| | - Wang Sun
- School of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, China
| | - Chengjin Jiao
- School of Bioengineering and Biotechnology, Tianshui Normal University, Tianshui, China
| | - Ni Yang
- School of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, China
| | - Yanxin Dong
- School of Biological Science and Engineering, Shaanxi University of Technology, Hanzhong, China
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26
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Analysis of Proteins Associated with Quality Deterioration of Grouper Fillets Based on TMT Quantitative Proteomics during Refrigerated Storage. Molecules 2019; 24:molecules24142641. [PMID: 31330849 PMCID: PMC6680736 DOI: 10.3390/molecules24142641] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Revised: 07/17/2019] [Accepted: 07/18/2019] [Indexed: 01/02/2023] Open
Abstract
A TMT (Tandem Mass Tag)-based strategy was applied to elucidate proteins that change in proteomes of grouper fillets during refrigerated storage. In addition, quality analyses on pH, centrifugal loss, color (L *, a *, b *) and texture (hardness, chewiness, and gumminess) for grouper fillets were performed. A total of 64 differentially significant expressed proteins (DSEPs) were found in the results in the Day 0 vs. Day 6 group comparison and the Day 0 vs. Day 12 group comparison. It is worth mentioning that more proteome changes were found in the Day 0 vs. Day 12 comparisons. Bioinformatics was utilized to analyze the DSEP. UniProt Knowledgebase (UniProtKB), Gene Ontology (GO) enrichment, Kyoto Encyclopedia of Genes and Genomes (KEGG) and protein interaction network analysis were adopted. All DSEPs were classified into seven areas by function: binding proteins, calcium handling, enzymes, heat shock protein, protein turnover, structural proteins and miscellaneous. The numbers of proteins that correlated closely with pH, centrifugal loss, color (L *, a *, b *) and texture (hardness, chewiness, and gumminess) were 4, 3, 6 and 8, respectively.
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