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Durak T, Ciak B, Durak R, Depciuch J. Application of ATR-Fourier transform infrared spectroscopy in fast and simultaneous determination of leaf chemical and functional properties of forest herb species. Talanta 2025; 289:127738. [PMID: 39977959 DOI: 10.1016/j.talanta.2025.127738] [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: 06/19/2024] [Revised: 02/08/2025] [Accepted: 02/11/2025] [Indexed: 02/22/2025]
Abstract
ATR-Fourier transform infrared spectroscopy was used to determine the carbon and nitrogen content in the leaves of herbaceous forest plant species and functional traits associated with the leaf economic spectrum (one of the two-dimensional global spectrum of plant form and function), and monitoring plant physiological status under elevated temperature conditions. The content of carbon and nitrogen determined by traditional methods validated the accuracy of ATR-FTIR method. It was also shown that in the case of forest herbs, the ATR-FTIR method is an efficient tool for determining functional traits (such as specific leaf area (SLA) and leaf dry matter content (LDMC)) related to the leaf economics spectrum, and to diagnose the photophysiological state of plants after changes of temperature (changes of day/night temperature from 21/13 °C to 25/17 °C). Measuring the areas of three absorption bands of the ATR-FTIR spectra related to amides I and II (between 1700 cm-1 and 1500 cm-1), carbohydrates (cellulose and hemicellulose; between 1200 cm-1 - 850 cm-1) and amide III (between 1290 cm-1 and 1190 cm-1) allowed for determination of all analysed chemical and functional properties of leaves. Based on selected absorption bands accurately estimated C and N content, with coefficients of correlation (r) of 0.88 for C and 0.84 for N. SLA and LDMC were also predicted, with r values of 0.88 and -0.91, respectively. Moreover, ATR-FTIR proved to be a rapid, non-destructive tool for monitoring the plant physiological status, as demonstrated by the significant correlation (r = 0.99) between the chlorophyll fluorescence performance index (PI) and ATR-FTIR data. ATR-FTIR has been demonstrated as an efficient tool for simultaneous quantification of leaf carbon and nitrogen content, economic functional traits, and physiological status of forest herb plants.
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Affiliation(s)
- Tomasz Durak
- Faculty of Biology and Nature Protection, University of Rzeszów, Rejtana 16c, PL - 35-959, Rzeszów, Poland.
| | - Beata Ciak
- Faculty of Biology and Nature Protection, University of Rzeszów, Rejtana 16c, PL - 35-959, Rzeszów, Poland
| | - Roma Durak
- Faculty of Biology and Nature Protection, University of Rzeszów, Rejtana 16c, PL - 35-959, Rzeszów, Poland
| | - Joanna Depciuch
- Institute of Nuclear Physics Polish Academy of Sciences, Radzikowskiego 152, PL - 31-342, Kraków, Poland; Department of Biochemistry and Molecular Biology, Medical University of Lublin, ul. Chodźki 1, PL - 20-093, Lublin, Poland
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2
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Ma Q, Xu S, Hu S, Zuo K. Arabidopsis Ankyrin-Repeat Protein Kinase ANK-PK2 Negatively Regulates Salt Tolerance by Mediating Degradation of the Sugar Transporter Protein STP11. PLANT, CELL & ENVIRONMENT 2025; 48:4051-4065. [PMID: 39887771 DOI: 10.1111/pce.15417] [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: 08/30/2024] [Accepted: 01/12/2025] [Indexed: 02/01/2025]
Abstract
Soluble sugars provide energy sources required for plant growth and development. They also act as osmoprotectants to improve the salt tolerance of plants. However, molecular mechanism underlying the negative regulation of soluble sugar accumulation in plants under salt stress conditions remains unknown. In this study, we investigated the functions of ankyrin-repeat kinase 2 (ANK-PK2) that regulates soluble sugar content in Arabidopsis under salt stress. ANK-PK2 interacts with and phosphorylates the sugar transporter protein 11 (STP11) under salt stress. Phosphorylated STP11 is easier to degrade, and its glucose-transporting ability and soluble sugar accumulation are inhibited. The ank-pk2 mutant exhibited increased salt tolerance. The salt-sensitive phenotype of the mutant stp11 was recovered through a dephosphorylation mutation that changed Thr227 in STP11 to Ala227. Our results revealed a novel molecular mechanism underlying salt stress adaptation in Arabidopsis, which ANK-PK2 negatively regulates salt tolerance by phosphorylating and subsequently decreasing the transport activity of STP11 to balance the cellular soluble sugar content in Arabidopsis.
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Affiliation(s)
- Qijun Ma
- Single Cell Research Center, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China
| | - Shuo Xu
- Single Cell Research Center, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China
| | - Shi Hu
- Single Cell Research Center, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China
| | - Kaijing Zuo
- Single Cell Research Center, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, China
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3
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Liu H, Li T, Hou J, Yin X, Wang Y, Si X, Rehman SU, Zhuang L, Guo W, Hao C, Zhang X. TaWUS-like-5D affects grain weight and filling by inhibiting the expression of sucrose and trehalose metabolism-related genes in wheat grain endosperm. PLANT BIOTECHNOLOGY JOURNAL 2025; 23:2018-2033. [PMID: 40048350 PMCID: PMC12120876 DOI: 10.1111/pbi.70015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Revised: 01/06/2025] [Accepted: 02/07/2025] [Indexed: 05/31/2025]
Abstract
Plant-specific WUSCHEL-related homeobox (Wox) transcription factors (TFs) are crucial for plant growth and development. However, the molecular mechanism of Wox-mediated regulation of thousand kernel weight (TKW) in crops remains elusive. In this research, we identified a major TKW-associated quantitative trait locus (QTL) on wheat chromosome 5DS by performing a genome-wide association study (GWAS) of a Chinese wheat mini-core collection (MCC) in four environments combined by bulked segregant analysis (BSA) and bulked segregant RNA-sequencing (BSR-seq) of wheat grains exhibiting a wide range of TKWs. The candidate TaWUS-like-5D was highly expressed in developing grains and was found to strongly negative influence grain TKW and wheat yield. Meanwhile, the RNAi lines, CRISPR/Cas9-edited single and double knockout mutants (AABBdd and AAbbdd), as well as the stop-gained aaBB Kronos mutants, exhibited a significant increase in grain size and TKW (P < 0.05 or P < 0.01) and a 10.0% increase in yield (P < 0.01). Further analyses indicated that TaWUS-like-5D regulates TKW by inhibiting the transcription of sucrose, hormone and trehalose metabolism-related genes, subsequently sharply decreasing starch synthesis in wheat grains. The results of this study provide a fundamental molecular basis for further elucidating the mechanism of Wox-mediated regulation of grain development in crops.
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Affiliation(s)
- Hongxia Liu
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Tian Li
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Jian Hou
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Xiaotong Yin
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Yuquan Wang
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Xuemei Si
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Shoaib Ur Rehman
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Lei Zhuang
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Weilong Guo
- Frontiers Science Center for Molecular Design BreedingChina Agricultural UniversityBeijingChina
| | - Chenyang Hao
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
| | - Xueyong Zhang
- State Key Laboratory of Crop Gene Resources and Breeding, Institute of Crop SciencesChinese Academy of Agricultural Sciences (CAAS)BeijingChina
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Wang Z, Guo J, Luo W, Niu S, Qu L, Li J, Chen Y, Li G, Yang H, Lu D. Salicylic Acid Cooperates With Lignin and Sucrose Signals to Alleviate Waxy Maize Leaf Senescence Under Heat Stress. PLANT, CELL & ENVIRONMENT 2025; 48:4341-4355. [PMID: 39969247 DOI: 10.1111/pce.15437] [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: 12/18/2024] [Accepted: 02/02/2025] [Indexed: 02/20/2025]
Abstract
Leaf senescence induced by high temperature (HT) has become a primary factor limiting maize yield, particularly during the filling stage. Exogenous salicylic acid (SA) has emerged as an effective strategy to mitigate leaf senescence and HT-induced damage, though its underlying mechanisms remain unclear. This study investigated the regulatory mechanism of SA application on waxy maize subjected to HT during the early filling stage. Compared to HT alone, exogenous SA alleviated the inhibition of photosynthesis and oxidative damage by enhancing the activities of enzymes involved in photosynthesis and antioxidant system and modulating phytohormone metabolism and signal transduction pathways, thereby reducing leaf senescence and mitigating yield loss under HT. Transcriptomic and metabolomic analyses showed that HT downregulated most genes involved in the starch and sucrose metabolism pathway in leaves but promoted soluble sugar accumulation, which represents a plant strategy to cope with HT. Conversely, exogenous SA reversed this change and further enhanced soluble sugar accumulation in leaves. SA also regulated sugar metabolism by inhibiting trehalose-6-phosphate synthesis and activating SnRK1 to resist HT. Furthermore, SA stimulated lignin biosynthesis through the phenylpropanoid pathway, ensuring cell membrane integrity under HT. The relationship between SA signalling and plant heat tolerance was validated using a maize SA synthesis-synthetic mutant.
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Affiliation(s)
- Zitao Wang
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Agricultural College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Jian Guo
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Agricultural College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Wenxuan Luo
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Agricultural College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Shiduo Niu
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Agricultural College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Lingling Qu
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Agricultural College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Jing Li
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Agricultural College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Yanping Chen
- Institute of Food Crops, Jiangsu Academy of Agricultural Sciences, Nanjing, China
| | - Guanghao Li
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Agricultural College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Huan Yang
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Agricultural College of Yangzhou University, Yangzhou, Jiangsu, China
| | - Dalei Lu
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Agricultural College of Yangzhou University, Yangzhou, Jiangsu, China
- Joint International Research, Laboratory of Agriculture and Agri-Product Safety of the Ministry of Education, Yangzhou University, Yangzhou, China
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Gu Z, Liu Y, Zhu L, Fan B, Li Y, Liu C, Wang Y, Cui X, Yu Z, Ruan R, Zhang Q. Hormetic effect of dissolved organic matter from pig manure anaerobic digestion effluents on Chlorella sp.: Physiological and transcriptomic responses. WATER RESEARCH 2025; 283:123877. [PMID: 40412031 DOI: 10.1016/j.watres.2025.123877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Revised: 05/18/2025] [Accepted: 05/20/2025] [Indexed: 05/27/2025]
Abstract
Microalgae-based biotreatment offers a sustainable and efficient solution for managing pig manure anaerobic digestion effluents (PMADE), a byproduct of intensive agricultural practices. Dissolved organic matter (DOM) in PMADE significantly influences microalgal physiological responses; however, the underlying mechanisms remain poorly understood. Here, we reveal a hormetic effect of DOM in PMADE on Chlorella sp. Moderate DOM concentrations (1000-1500 mg/L of COD) alleviated ammonium toxicity and promoted microalgal growth, whereas higher concentrations (>2000 mg/L of COD) exerted severe inhibitory effects. Through cascade extraction and targeted screening, we identified distinct impacts of five DOM fractions on Chlorella sp. Notably, low-molecular-weight acids and nitrogenous compounds, primarily dipeptides in the fractions, exhibited a promoting effect on growth by serving as carbon sources to enhance energy metabolism and protein synthesis. Among the fractions, antioxidant-active compounds further supported the growth by scavenging reactive oxygen species (ROS) and maintaining redox homeostasis. In contrast, fractions rich in alkanes and alkaloids, induced excessive ROS production under high concentrations, leading to impaired photosynthesis and severe DNA damage. Additionally, the substances such as humic acid and fulvic acid, as key components of PMADE, exhibited hormetic effects: at specific concentrations (humic acid<200 mg TOC/L; fulvic acid<100 mg TOC/L), they enhanced ROS scavenging, growth, photosynthesis and pigment accumulation, whereas exceeding these thresholds shifted their role from promotion to inhibition. Collectively, this study elucidates the dose-response relationship between DOM concentration and composition in relation to microalgal growth, identifies key DOM components influencing growth, and proposes targets for the selective removal of inhibitory DOM in PMADE.
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Affiliation(s)
- Zhiqiang Gu
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Yuhuan Liu
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Liandong Zhu
- School of Resource and Environmental Sciences, Hubei Key Laboratory of Biomass-Resources Chemistry and Environmental Biotechnology, and Hubei International Scientific and Technological Cooperation Base of Sustainable Resource and Energy, Wuhan University, Wuhan 430079, China.
| | - Boyou Fan
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Yuan Li
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Cuixia Liu
- School of Energy & Environment, Zhongyuan University of Technology, Zhengzhou, 450007, PR China
| | - Yunpu Wang
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Xian Cui
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China
| | - Zhigang Yu
- Australian Centre for Water and Environmental Biotechnology (formerly AWMC), The University of Queensland, Brisbane QLD4072, Australia
| | - Roger Ruan
- Center for Biorefining and Dept. of Bioproducts and Biosystems Engineering, University of Minnesota, Paul 55108, United States
| | - Qi Zhang
- State Key Laboratory of Food Science and Resources, Engineering Research Center for Biomass Conversion, Ministry of Education, Nanchang University, Nanchang, Jiangxi 330047, PR China.
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6
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Ye Y, Li S, Li X, Chen M, Chen H, Yuan Q, Yang D, Li M, Jiang F, Zhang C. Combined metabolome and transcriptome analyses reveal the pivotal role of mycorrhizal fungi Tulasnella sp. BJ1 in the growth and accumulation of secondary metabolites in Bletilla striata (Thunb.) Reiehb.f. Fungal Biol 2025; 129:101553. [PMID: 40222760 DOI: 10.1016/j.funbio.2025.101553] [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: 02/25/2024] [Revised: 07/05/2024] [Accepted: 02/22/2025] [Indexed: 04/15/2025]
Abstract
The orchids usually coexist with mycorrhizal fungi during their growth and development. Numerous studies have substantiated the pivotal regulatory role of Tulasnella sp. mycorrhizal fungi in the germination and growth of orchid seeds. However, there remains a dearth of research elucidating the effects and underlying mechanisms of Tulasnella sp. on the growth, development, and metabolite accumulation in Bletilla striata seedlings. In the current study, metabolomics and transcriptomic analysis were used to reveal the key role of the mycorrhizal fungus Tulasnella sp.BJ1 in the growth and accumulation of secondary metabolites in B. striata. The results demonstrated that the application of BJ1 significantly enhanced the growth and development of B. striata seedlings. In September, the plant weight, tuber diameter, and tuber weight in the BJ1 treatment group reached 44.27 ± 6.79 g, 6.13 ± 0.53 cm, and 23.35 ± 3.06 g, respectively, surpassing those in the control group. The polysaccharide content in the BJ1 treatment group and control group peaked in June, reaching 14.91 ± 2.26 % and 14.38 ± 0.25 %, respectively. Total phenol content in both groups decreased in May and June, and the total phenol content in BJ1 treatment group was significantly lower than that in control group. The significant decrease observed in total phenol content during May and June may be attributed to an increase in proportion of polysaccharides promoted by BJ1. The transcriptome results showed that BJ1 upregulated polysaccharide biosynthesis-related genes, such as mannose phosphatase, transferase, mannose 6-phosphate isomerase, hexokinase, fructose kinase, and glucose 6-phosphate isomerase, as well as genes involved in stilbenes biosynthesis, including hydroxycinnamyltransferase and transcinnamate 4-monooxygenase. Metabolomics data indicated that the content of mannose and seven stilbene compounds in the tubers increased significantly after BJ1 treatment. Interestingly, the accumulation of these compounds corresponds to the pathway of upregulated genes. These findings suggest that an upregulation in mannose synthesis may facilitate the accumulation of polysaccharides in B. striata. Therefore, the current study uncovered that the mycorrhizal fungus Tulasnella sp. BJ1 can not only promote the growth and development of B. striata seedlings and increase tuber yield but also promote the accumulation of polysaccharides and stilbenes.
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Affiliation(s)
- Yueyu Ye
- College of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, China
| | - Shiqing Li
- College of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, China
| | - Xiaomei Li
- College of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, China
| | - Man Chen
- College of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, China
| | - Haimin Chen
- Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, Zhejiang, 310018, China
| | - Qiang Yuan
- College of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, China
| | - Dongfeng Yang
- Key Laboratory of Plant Secondary Metabolism and Regulation of Zhejiang Province, College of Life Sciences and Medicine, Zhejiang Sci-Tech University, Hangzhou, Zhejiang, 310018, China
| | - Meiya Li
- Academy of Chinese Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, 310053, China
| | - Fusheng Jiang
- College of Life Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, China.
| | - Chunchun Zhang
- College of Pharmaceutical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310053, China.
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Chen H, Zhang H, Wang D, Wang Y, Jiang H, Chen J. Integrative transcriptome and metabolome analyses reveal the molecular mechanism of re-flowering induction in Hydrangea macrophylla. JOURNAL OF PLANT PHYSIOLOGY 2025; 308:154492. [PMID: 40252343 DOI: 10.1016/j.jplph.2025.154492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Revised: 03/02/2025] [Accepted: 04/11/2025] [Indexed: 04/21/2025]
Abstract
Flowering duration is pivotal for ornamental appeal, with re-flowering being essential for prolonging the decorative period and enhancing the aesthetics of flowers. We conducted transcriptome and metabolome sequencing analyses on the primary and secondary flower buds of H. macrophylla cv 'White Angel', aiming to reveal the molecular regulatory mechanism of secondary flowering. Results showed that the key MADS-box transcription factor family genes closely related to flowering regulation such as AGL42, AGL24, and SVP demonstrated a substantial increase in expression levels within the secondary flower buds. The up-regulation of these genes may promote the transition from vegetative growth to reproductive growth by regulating the expression of downstream target genes, thus triggering secondary flowering. In addition, genes related to starch and sucrose metabolism (such as TPS and TPP) were significantly overexpressed in secondary flower buds, promoting the accumulation of energy metabolites such as Trehalose-6p, Trehalose and D-Glucose, which may create conditions for secondary flowering by providing necessary energy support. At the same time, terpenoid biosynthesis-related genes (such as KO, KAO, GA2ox and GA3ox) were highly expressed in secondary flower buds, significantly increasing the contents of GA4 and GA7, while decreasing the level of GA3. These dynamic changes of gibberellins (GAs) may regulate the expression of flowering related genes. Further promote the occurrence of secondary flowering. In summary, this study revealed the synergistic effect of genes and metabolites in the regulation of secondary flowering of Hydrangea macrophylla 'White Angel', and the MADS-box transcription factor directly promoted the transformation of reproductive growth through up-regulated expression. The accumulation of starch, sucrose and its derivatives and gibberellin metabolites may trigger the secondary flowering process of plants through energy supply and hormone signal regulation. These findings provide a new perspective for in-depth analysis of the flowering regulation mechanism of Hydrangea macrophylla, and lay a theoretical foundation for further cultivation of horticultural varieties with excellent ornamental characteristics.
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Affiliation(s)
- Haixia Chen
- Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China.
| | - Huijun Zhang
- Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Denghui Wang
- Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Yajing Wang
- Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Hui Jiang
- Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
| | - Jiren Chen
- Hunan Mid-Subtropical Quality Plant Breeding and Utilization Engineering Technology Research Center, College of Horticulture, Hunan Agricultural University, Changsha, 410128, China
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8
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Zhang D, Li J, Zhang Y, Zhang Y, Wang W, Li Z, Zhu P, Huang Y, Han L, Wang M, Zhang Z, Shen Z, Han W, Mou L, Zhuang X, Pang Q, Wang J, Li L. Transcriptomic Analysis Identifies Molecular Response of the Tolerant Alfalfa ( Medicago sativa) Cultivar Nongjing 1 to Saline-Alkali Stress. BIOLOGY 2025; 14:439. [PMID: 40282304 PMCID: PMC12024754 DOI: 10.3390/biology14040439] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2025] [Revised: 04/08/2025] [Accepted: 04/11/2025] [Indexed: 04/29/2025]
Abstract
Alfalfa (Medicago sativa) is a perennial forage crop with significant economic and ecological significance. If alfalfa can be planted in saline-alkali land, it will not only improve the utilization rate of marginal land and alleviate the competition between forage and cereal crops for arable land but will also increase the yield of high-quality domestic forage. In this study, we conducted transcriptomic analysis on the saline-alkali-tolerant alfalfa cultivar NQ-1 and compared its metabolite accumulation levels with saline-alkali-sensitive cultivars. The results showed that under saline-alkali stress, the photosynthesis and some secondary metabolic pathways in NQ-1 were activated, such as α-Linolenic acid metabolism, Phenylpropanoid and Flavonoid biosynthesis, and Photosynthesis-related pathways, providing substances and energy for enhancing NQ-1 stress tolerance. Furthermore, some specific flavonoids were detected that may contribute to the saline-alkali tolerance of NQ-1. In addition, transcription factors that may regulate flavonoid biosynthesis in NQ-1 under saline-alkali stress were also identified. This study deepens the understanding of the resistance mechanism of saline-alkali-tolerant cultivars of alfalfa and provides valuable information for molecular design breeding strategies for stress-resistant alfalfa.
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Affiliation(s)
- Dongmei Zhang
- Institute of Forage and Grassland Sciences, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China; (D.Z.); (Z.S.); (W.H.); (L.M.); (X.Z.)
| | - Jinxia Li
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
- College of Landscape Architecture, Northeast Forestry University, Harbin 150040, China
| | - Yiming Zhang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Yuanhao Zhang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Wenhui Wang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Zhaohui Li
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Peng Zhu
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Yongshun Huang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Long Han
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Mingyu Wang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Zijian Zhang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Zhongbao Shen
- Institute of Forage and Grassland Sciences, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China; (D.Z.); (Z.S.); (W.H.); (L.M.); (X.Z.)
| | - Weibo Han
- Institute of Forage and Grassland Sciences, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China; (D.Z.); (Z.S.); (W.H.); (L.M.); (X.Z.)
| | - Linlin Mou
- Institute of Forage and Grassland Sciences, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China; (D.Z.); (Z.S.); (W.H.); (L.M.); (X.Z.)
| | - Xu Zhuang
- Institute of Forage and Grassland Sciences, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China; (D.Z.); (Z.S.); (W.H.); (L.M.); (X.Z.)
| | - Qiuying Pang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
| | - Jianli Wang
- Institute of Forage and Grassland Sciences, Heilongjiang Academy of Agricultural Sciences, Harbin 150086, China; (D.Z.); (Z.S.); (W.H.); (L.M.); (X.Z.)
| | - Lixin Li
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China; (J.L.); (Y.Z.); (Y.Z.); (W.W.); (Z.L.); (P.Z.); (Y.H.); (L.H.); (M.W.); (Z.Z.); (Q.P.)
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9
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Zhou H, Hou Y, Tan L, Li Q, Li W, Kafle S, Xu M, Kiselev KV, Meng L, Xin H. VaEIN3.1-VaERF057-VaFBA1 Module Positively Regulates Cold Tolerance by Accumulating Soluble Sugar in Grapevine. PLANT, CELL & ENVIRONMENT 2025. [PMID: 40195697 DOI: 10.1111/pce.15522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Accepted: 03/20/2025] [Indexed: 04/09/2025]
Abstract
Ethylene-responsive transcription factors (ERFs) were widely found to participate in cold response in plants. But the underlying regulatory mechanism of each cold-induced ERFs remains to be elucidated. Previously, we identified VaERF057 as a cold-induced gene in Vitis amurensis, a cold-hardy wild Vitis species. Here we found that overexpression of VaERF057 (VaERF057-OE) enhanced the freezing tolerance of V. amurensis roots. While VaERF057 knockdown tissues show decreased cold tolerance than control. DAP-seq combined with transcriptome data (VaERF057-OE roots) allowed to identify VaFBA1 (fructose-1,6-bisphosphate aldolase) as a downstream target of VaERF057. VaERF057 can bind to the VaFBA1 promoters and activate its expression. VaERF057-OE roots show increased expression of VaFBA1 and high content of soluble sugar than the control, whereas VaERF057 knockdown tissues showed opposite changes. Results from OE and knockdown material also support the role of VaFBA1 in regulating soluble sugar content and cold tolerance in grapevines. Furthermore, cold-induced expression of VaERF057 was found to be regulated by ethylene-insensitive3-1 (VaEIN3.1). Overexpression of VaEIN3.1 enhanced the transcription of VaERF057 and VaFBA1, the content of soluble sugar and cold tolerance in grapevine. VaEIN3.1 knockdown tissues show opposite trends when compared to VaEIN3.1-OE lines. Together, these results suggested a positive contribution of VaEIN3.1-VaERF057-VaFBA1 module in response to cold stress in grapevine.
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Affiliation(s)
- Huimin Zhou
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yujun Hou
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Lisha Tan
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
| | - Qingyun Li
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Wenjuan Li
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Subash Kafle
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Meilong Xu
- Institute of Horticulture, Ningxia Academy of Agriculture and Forestry Science, Yinchuan, China
| | - Konstantin V Kiselev
- Laboratory of Biotechnology, Federal Scientific Center of the East Asia Terrestrial Biodiversity FEB RAS, Vladivostok, Russia
| | - Lin Meng
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
| | - Haiping Xin
- State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China
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10
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Wang X, Li X, Sun H, Li Y, Ma L, Li Y, Wang L, Zhang L, Li X. Integrated transcriptomics and metabolomics reveal the role of soluble sugars and GABA in rice leaf response to Pb stress. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2025; 221:109595. [PMID: 39913984 DOI: 10.1016/j.plaphy.2025.109595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2024] [Revised: 01/19/2025] [Accepted: 01/31/2025] [Indexed: 03/11/2025]
Abstract
Heavy metals as environmental pollutants pose a major threat to agroecosystems and crop quality. Among them, Pb is one of the most common heavy metal pollutants, which not only inhibits plant growth and nutrient uptake, but also disrupts the expression of genes, affects the accumulation of metabolites, and even causes plant death. We investigated a joint transcriptomics and metabolomics analysis to study the response of rice seedlings to Pb stress. Our results showed that Pb stress inhibited the growth of rice seedlings. Meanwhile, Pb stress decreased SPAD values, chlorophyll fluorescence parameters, antioxidant enzyme activities, and GSH and TGSH contents, but increased ASC and TASC contents and reactive oxygen species levels in rice leaves. Using the MetaboAnalyst website for metabolites enrichment analysis, 7 metabolic pathways involving 36 differentially expressed metabolites (DAMs) were affected. Transcriptomics analysis revealed that 1873 differentially expressed genes (DEGs) identified were mainly involved in 16 metabolic pathways. Comprehensive enrichment analysis of DAMs and DEGs showed that alanine, aspartate and glutamate metabolism as well as starch and sucrose metabolism were the co-enriched pathways and were upregulated under Pb stress. The main metabolites involving soluble sugars (cellobiose, D-glucose, trehalose and maltose) and gamma-aminobutyric acid (GABA). These findings suggest that rice leaves enhance tolerance to Pb by upregulating the expression of genes involved in carbohydrate and amino acid metabolism, increasing accumulation of soluble sugars and GABA. The results of this study will contribute to understanding the molecular mechanisms of rice response to Pb stress and provide a basis for screening rice varieties with high resistance to heavy metals.
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Affiliation(s)
- Xinnan Wang
- College of Life Science, Shenyang Normal University, Shenyang, 110034, PR China
| | - Xin Li
- College of Life Science, Shenyang Normal University, Shenyang, 110034, PR China
| | - Hefei Sun
- College of Life Science, Shenyang Normal University, Shenyang, 110034, PR China
| | - Yanan Li
- College of Life Science, Shenyang Normal University, Shenyang, 110034, PR China
| | - Lianju Ma
- College of Life Science, Shenyang Normal University, Shenyang, 110034, PR China
| | - Yueying Li
- College of Life Science, Shenyang Normal University, Shenyang, 110034, PR China
| | - Lanlan Wang
- College of Life Science, Shenyang Normal University, Shenyang, 110034, PR China
| | - Lihong Zhang
- School of Environmental Science, Liaoning University, Shenyang, 110036, PR China.
| | - Xuemei Li
- College of Life Science, Shenyang Normal University, Shenyang, 110034, PR China.
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11
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Li Z, Cheng L, Li S, Liu G, Liu S, Xu D, Yang R, Feng F, Wang J, Zheng C. Physiological, ionomic, transcriptomic and metabolomic analyses reveal molecular mechanisms of root adaption to salt stress in water spinach. BMC Genomics 2025; 26:231. [PMID: 40069607 PMCID: PMC11895166 DOI: 10.1186/s12864-025-11409-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2024] [Accepted: 02/25/2025] [Indexed: 03/15/2025] Open
Abstract
Water spinach (Ipomoea aquatica Forsk.) is an important leaf vegetable affected by salt stress, however, little is known about its salt adaption mechanism. Here, we integrated physiomics, ionomics, transcriptomics, and metabolomics to analyze the root adaptation response of two water spinach varieties, BG (salt-tolerant) and MF (salt-sensitive), at 150 mM NaCl. The results showed that compared with MF, BG significantly reduced the content of malondialdehyde (MDA) and H2O2, and increased catalase (CAT) activity and proline content. Ionome analysis demonstrated that BG significantly reduced Na+ accumulation and increased K+ level to reduce the toxicity of Na+, compared to MF. Weighted gene co-expression network analysis (WGCNA) revealed that key transcription factors such as HSFA4A, bHLH093, and IDD7, which were only up-regulated in BG. Multi-omics revealed that BG reprogrammed key pathways: starch and sucrose metabolism, as well as galactose metabolism, leading to decreased amylose production and increased sucrose and galactose levels, helping to maintain cellular osmotic balance in response to salt stress. These findings provide insight into transcriptional regulation in response to salt stress, which could advance the genetic enhancement of water spinach.
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Affiliation(s)
- Zhenqin Li
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China
| | - Long Cheng
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China
| | - Sitong Li
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China
| | - Guangcai Liu
- Yangjiang Institute of Agricultural Sciences, Yangjiang Municipal Bureau of Agriculture and Rural Affairs, Yangjiang, 529800, China
| | - Sijia Liu
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China
| | - Duo Xu
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China
| | - Rongchao Yang
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China
| | - Feng Feng
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China
| | - Junning Wang
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
| | - Chao Zheng
- College of Coastal Agricultural Sciences, Guangdong Ocean University, Zhanjiang, 524088, China.
- South China Branch of National Saline-Alkali Tolerant Rice Technology Innovation Center Zhanjiang, Zhanjiang, 524088, China.
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12
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Bao M, Xu Y, Wei G, Bai M, Wang J, Feng L. The MYC Gene RrbHLH105 Contributes to Salt Stress-Induced Geraniol in Rose by Regulating Trehalose-6-Phosphate Signalling. PLANT, CELL & ENVIRONMENT 2025; 48:1947-1962. [PMID: 39526398 DOI: 10.1111/pce.15266] [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: 08/29/2024] [Revised: 10/21/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024]
Abstract
Rose (Rosa rugosa) is an important perfume plant, but its cultivation is significantly constrained by salt stress. Terpenes represent the most abundant volatile aromatic compounds in roses, yet little is known about how terpene metabolism responds to salt stress. In this study, salt-treated rose petals presented significant accumulation of monoterpenes, including geraniol, due to the disruption of jasmonic acid (JA) biosynthesis and signalling. Overexpression and silencing analyses revealed a MYC transcription factor involved in JA signalling (RrbHLH105) as a repressor of geraniol biosynthesis. RrbHLH105 was shown to activate the trehalose-6-phosphate synthase genes RrTPS5 and RrTPS8 by binding to the E-box (5'-CANNTG-3'). The increased trehalose-6-phosphate content and decreased geraniol content in rose petals overexpressing TPS5 or RrTPS8, along with the high accumulation of geraniol in petals where both RrbHLH105 and TPSs were cosilenced, indicate that trehalose signalling plays a role in the negative regulation of geraniol accumulation via the RrbHLH105-TPS module. In summary, the suppression of RrbHLH105 by salt stress leads to excessive geraniol accumulation through the inhibition of both RrbHLH105-mediated JA signalling and RrTPS-mediated trehalose signalling in rose petals. Additionally, this study highlights the emerging role of RrbHLH105 as a critical integrator of JA and trehalose signalling crosstalk.
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Affiliation(s)
- Mingyue Bao
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, China
| | - Yong Xu
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, China
| | - Guo Wei
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, China
| | - Mengjuan Bai
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, China
| | - Jianwen Wang
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, China
| | - Liguo Feng
- College of Horticulture and Landscape Architecture, Yangzhou University, Yangzhou, China
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13
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Yang R, Zhang D, Wang D, Chen H, Jin Z, Fang Y, Huang Y, Lin H. Infection mechanism of Botryosphaeria dothidea and the disease resistance strategies of Chinese hickory (Carya cathayensis). BMC PLANT BIOLOGY 2024; 24:938. [PMID: 39385101 PMCID: PMC11462999 DOI: 10.1186/s12870-024-05664-7] [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: 07/16/2024] [Accepted: 10/03/2024] [Indexed: 10/11/2024]
Abstract
Botryosphaeria dothidea is the main fungal pathogen responsible for causing Chinese hickory (Carya cathayensis) dry rot disease, posing a serious threat to the Chinese hickory industry. Understanding the molecular basis of B. dothidea infection and the host's resistance mechanisms is crucial for controlling and managing the ecological impact of Chinese hickory dry rot disease. This study utilized ultrastructural observations to reveal the process of B. dothidea infection and colonization in Chinese hickory, and investigated the impact of B. dothidea infection on Chinese hickory biochemical indicators and plant hormone levels. Through high-throughput transcriptome sequencing, the gene expression profiles associated with different stages of B. dothidea infection in Chinese hickory and their corresponding defense responses were described. Additionally, a series of key genes closely related to non-structural carbohydrate metabolism, hormone metabolism, and plant-pathogen interactions during B. dothidea infection in Chinese hickory were identified, including genes encoding DUF, Myb_DNA-binding, and ABC transporter proteins. These findings provide important insights into elucidating the pathogenic mechanisms of B. dothidea and the resistance genes in Chinese hickory.
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Affiliation(s)
- Ruifeng Yang
- State Key Laboratory of Subtropical Forest Cultivation, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China
- Zhejiang Provincial Key Laboratory of Forest Aromatic Plants-based Healthcare Functions, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China
| | - Da Zhang
- State Key Laboratory of Subtropical Forest Cultivation, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China
- Zhejiang Provincial Key Laboratory of Forest Aromatic Plants-based Healthcare Functions, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China
| | - Dan Wang
- State Key Laboratory of Subtropical Forest Cultivation, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China
| | - Hongyi Chen
- State Key Laboratory of Subtropical Forest Cultivation, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China
- Zhejiang Provincial Key Laboratory of Forest Aromatic Plants-based Healthcare Functions, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China
| | - Zhexiong Jin
- State Key Laboratory of Subtropical Forest Cultivation, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China
| | - Yan Fang
- State Key Laboratory of Subtropical Forest Cultivation, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China
| | - Youjun Huang
- State Key Laboratory of Subtropical Forest Cultivation, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China.
- Zhejiang Provincial Key Laboratory of Forest Aromatic Plants-based Healthcare Functions, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China.
| | - Haiping Lin
- State Key Laboratory of Subtropical Forest Cultivation, Zhejiang A & F University, Dong Hu Campus, 666 Wusu Street, Lin'an, 311300, China.
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14
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Li X, Liu H, He F, Li M, Zi Y, Long R, Zhao G, Zhu L, Hong L, Wang S, Kang J, Yang Q, Lin C. Multi-omics integrative analysis provided new insights into alkaline stress in alfalfa. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2024; 215:109048. [PMID: 39159534 DOI: 10.1016/j.plaphy.2024.109048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Revised: 07/29/2024] [Accepted: 08/13/2024] [Indexed: 08/21/2024]
Abstract
Saline-alkali stress is one of the main abiotic stresses that limits plant growth. Salt stress has been widely studied, but alkaline salt degradation caused by NaHCO3 has rarely been investigated. In the present study, the alfalfa cultivar 'Zhongmu No. 1' was treated with 50 mM NaHCO3 (0, 4, 8, 12 and 24 h) to study the resulting enzyme activity and changes in mRNA, miRNA and metabolites in the roots. The results showed that the enzyme activity changed significantly after alkali stress treatment. The genomic analysis revealed 14,970 differentially expressed mRNAs (DEMs), 53 differentially expressed miRNAs (DEMis), and 463 differentially accumulated metabolites (DAMs). Combined analysis of DEMs and DEMis revealed that 21 DEMis negatively regulated 42 DEMs. In addition, when combined with Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis of DEMs and DAMs, we found that phenylpropanoid biosynthesis, flavonoid biosynthesis, starch and sucrose metabolism and plant hormone signal transduction played important roles in the alkali stress response. The results of this study further elucidated the regulatory mechanism underlying the plant response to alkali stress and provided valuable information for the breeding of new saline-alkaline tolerance plant varieties.
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Affiliation(s)
- Xianyang Li
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China; College of Life Science and Technology, Harbin Normal University, Harbin, 150025, China
| | - Hao Liu
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Fei He
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Mingna Li
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Yunfei Zi
- Institute of Forage Crop Science, Ordos Academy of Agricultural and Animal Husbandry Sciences, Ordos, 017000, China
| | - Ruicai Long
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Guoqing Zhao
- Institute of Forage Crop Science, Ordos Academy of Agricultural and Animal Husbandry Sciences, Ordos, 017000, China
| | - Lihua Zhu
- Institute of Forage Crop Science, Ordos Academy of Agricultural and Animal Husbandry Sciences, Ordos, 017000, China
| | - Ling Hong
- Institute of Forage Crop Science, Ordos Academy of Agricultural and Animal Husbandry Sciences, Ordos, 017000, China
| | - Shiqing Wang
- Institute of Forage Crop Science, Ordos Academy of Agricultural and Animal Husbandry Sciences, Ordos, 017000, China
| | - Junmei Kang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Qingchuan Yang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China
| | - Chen Lin
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, 100193, China.
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15
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Zhang Y, Wang H, Du Y, Zhang L, Li X, Guo H, Liu J, Zhou L, Xu X, Li J. Biological responses of an elite centipedegrass [ Eremochloa ophiuroides (Munro) Hack.] cultivar (Ganbei) to carbon ion beam irradiation. FRONTIERS IN PLANT SCIENCE 2024; 15:1433121. [PMID: 39359635 PMCID: PMC11445083 DOI: 10.3389/fpls.2024.1433121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Accepted: 09/02/2024] [Indexed: 10/04/2024]
Abstract
Carbon ion beam irradiation (CIBI) is a highly efficient mutagenesis for generating mutations that can be used to expand germplasm resources and create superior new germplasm. The study investigated the effects of different doses of CIBI (50 Gy, 100 Gy, 150 Gy, 200 Gy and 300 Gy) on seed germination and seedling survival, seedling morphological and physiological traits of an elite centipedegrass cultivar Ganbei. The results showed that irradiation greater than 50 Gy cause inhibition of seed germination, and the semi-lethal dose (LD50) is around 90 Gy for CIBI treated seeds of Ganbei. A carbon ion beam-mutagenized centipedegrass population was generated from Ganbei, with irradiation dosages from 50 Gy to 200 Gy. More than ten types of phenotypic variations and novel mutants with heritable tendencies mainly including putative mutants of stolon number, length and diameter, of internode length, of leaf length and width, of leaf chlorophyll content, of stolon growth rate, of aboveground tissue dry weight, of sward height were identified. While the total sugar content of the plants from irradiated seeds showed no obvious change in all treatments as compared to the control, the crude protein content displayed significant reduction at a high-dose treatment of 200 Gy. Genetic polymorphism was detected in mutagenized centipedegrass population using SSR-PCR analysis, suggesting that CIBI caused alteration of larger fragments of the DNA sequence. As a result, a preliminary batch of mutants was screened in this study. In summary, carbon ion beam mutagenesis is an effective way for developing centipedegrass germplasm with wider variation, and treating seeds with CIBI at a dosage of ~100 Gy could be effective in centipedegrass mutation breeding.
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Affiliation(s)
- Yuan Zhang
- The National Forestry and Grassland Administration Engineering Research Center for Germplasm Innovation and Utilization of Warm-season Turfgrasses/Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Mem. Sun Yat-Sen, Nanjing, Jiangsu, China
| | - Haoran Wang
- The National Forestry and Grassland Administration Engineering Research Center for Germplasm Innovation and Utilization of Warm-season Turfgrasses/Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Mem. Sun Yat-Sen, Nanjing, Jiangsu, China
| | - Yan Du
- Biophysics Group, Biomedical Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, China
| | - Ling Zhang
- The National Forestry and Grassland Administration Engineering Research Center for Germplasm Innovation and Utilization of Warm-season Turfgrasses/Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Mem. Sun Yat-Sen, Nanjing, Jiangsu, China
| | - Xiaohui Li
- The National Forestry and Grassland Administration Engineering Research Center for Germplasm Innovation and Utilization of Warm-season Turfgrasses/Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Mem. Sun Yat-Sen, Nanjing, Jiangsu, China
| | - Hailin Guo
- The National Forestry and Grassland Administration Engineering Research Center for Germplasm Innovation and Utilization of Warm-season Turfgrasses/Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Mem. Sun Yat-Sen, Nanjing, Jiangsu, China
| | - Jianxiu Liu
- The National Forestry and Grassland Administration Engineering Research Center for Germplasm Innovation and Utilization of Warm-season Turfgrasses/Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Mem. Sun Yat-Sen, Nanjing, Jiangsu, China
| | - Libin Zhou
- Biophysics Group, Biomedical Center, Institute of Modern Physics, Chinese Academy of Sciences, Lanzhou, China
| | - Xin Xu
- The National Forestry and Grassland Administration Engineering Research Center for Germplasm Innovation and Utilization of Warm-season Turfgrasses/Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Mem. Sun Yat-Sen, Nanjing, Jiangsu, China
| | - Jianjian Li
- The National Forestry and Grassland Administration Engineering Research Center for Germplasm Innovation and Utilization of Warm-season Turfgrasses/Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Institute of Botany, Jiangsu Province and Chinese Academy of Sciences, Nanjing Botanical Garden, Mem. Sun Yat-Sen, Nanjing, Jiangsu, China
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16
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Song LY, Xu CQ, Zhang LD, Li J, Jiang LW, Ma DN, Guo ZJ, Wang Q, Wang XX, Zheng HL. Trehalose along with ABA promotes the salt tolerance of Avicennia marina by regulating Na + transport. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 119:2349-2362. [PMID: 38981025 DOI: 10.1111/tpj.16921] [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: 03/12/2024] [Revised: 06/06/2024] [Accepted: 06/26/2024] [Indexed: 07/11/2024]
Abstract
Mangroves grow in tropical/subtropical intertidal habitats with extremely high salt tolerance. Trehalose and trehalose-6-phosphate (T6P) have an alleviating function against abiotic stress. However, the roles of trehalose in the salt tolerance of salt-secreting mangrove Avicennia marina is not documented. Here, we found that trehalose was significantly accumulated in A. marina under salt treatment. Furthermore, exogenous trehalose can enhance salt tolerance by promoting the Na+ efflux from leaf salt gland and root to reduce the Na+ content in root and leaf. Subsequently, eighteen trehalose-6-phosphate synthase (AmTPS) and 11 trehalose-6-phosphate phosphatase (AmTPP) genes were identified from A. marina genome. Abscisic acid (ABA) responsive elements were predicted in AmTPS and AmTPP promoters by cis-acting elements analysis. We further identified AmTPS9A, as an important positive regulator, that increased the salt tolerance of AmTPS9A-overexpressing Arabidopsis thaliana by altering the expressions of ion transport genes and mediating Na+ efflux from the roots of transgenic A. thaliana under NaCl treatments. In addition, we also found that ABA could promote the accumulation of trehalose, and the application of exogenous trehalose significantly promoted the biosynthesis of ABA in both roots and leaves of A. marina. Ultimately, we confirmed that AmABF2 directly binds to the AmTPS9A promoter in vitro and in vivo. Taken together, we speculated that there was a positive feedback loop between trehalose and ABA in regulating the salt tolerance of A. marina. These findings provide new understanding to the salt tolerance of A. marina in adapting to high saline environment at trehalose and ABA aspects.
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Affiliation(s)
- Ling-Yu Song
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, 361102, People's Republic of China
| | - Chao-Qun Xu
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, 361102, People's Republic of China
| | - Lu-Dan Zhang
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, 361102, People's Republic of China
- Houji Laboratory in Shanxi Province, Shanxi Agricultural University, Taiyuan, Shanxi, 030000, People's Republic of China
| | - Jing Li
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, 361102, People's Republic of China
| | - Li-Wei Jiang
- College of Horticulture, Henan Agricultural University, Zhengzhou, Henan, 450046, People's Republic of China
| | - Dong-Na Ma
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, 361102, People's Republic of China
- National Engineering Research Center of Cereal Fermentation and Food Biomanufacturing, State Key Laboratory of Food Science and Technology, School of Food Science and Technology, Jiangnan University, Wuxi, Jiangsu, 214122, People's Republic of China
| | - Ze-Jun Guo
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, 361102, People's Republic of China
| | - Qian Wang
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, 361102, People's Republic of China
| | - Xiu-Xiu Wang
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, 361102, People's Republic of China
| | - Hai-Lei Zheng
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, 361102, People's Republic of China
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Singh Rawat S, Laxmi A. Light at the end of the tunnel: integrating signaling pathways in the coordination of lateral root development. Biochem Soc Trans 2024; 52:1895-1908. [PMID: 39171690 DOI: 10.1042/bst20240049] [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: 05/05/2024] [Revised: 07/26/2024] [Accepted: 08/12/2024] [Indexed: 08/23/2024]
Abstract
Root system architecture (RSA) encompasses a range of physical root attributes, including the lateral roots (LRs), root hairs and adventitious roots, in addition to the primary or main root. This overall structure is a crucial trait for efficient water and mineral capture alongside providing anchorage to the plant in the soil and is vital for plant productivity and fitness. RSA dynamics are dependent upon various environmental cues such as light, soil pH, water, mineral nutrition and the belowground microbiome. Among these factors, light signaling through HY5 significantly influences the flexibility of RSA by controlling different signaling pathways that converge at photoreceptors-mediated signaling, also present in the 'hidden half'. Furthermore, several phytohormones also drive the formation and emergence of LRs and are critical to harmonize intra and extracellular stimuli in this regard. This review endeavors to elucidate the impact of these interactions on RSA, with particular emphasis on LR development and to enhance our understanding of the fundamental mechanisms governing the light-regulation of LR growth and physiology.
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Affiliation(s)
- Sanjay Singh Rawat
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, India
| | - Ashverya Laxmi
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi, India
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18
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Quan W, Liu X. Tandem mass tag (TMT)-based quantitative proteomics analysis reveals the different responses of contrasting alfalfa varieties to drought stress. BMC Genomics 2024; 25:806. [PMID: 39192174 DOI: 10.1186/s12864-024-10702-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 08/12/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND Drought stress restricts the growth, distribution and productivity of alfalfa (Medicago sativa L.). In order to study the response differences of alfalfa cultivars to drought stress, we previously carried out physiological and molecular comparative analysis on two alfalfa varieties with contrasting drought resistance (relatively drought-tolerant Longdong and drought-sensitive Algonquin). However, the differences in proteomic factors of the two varieties in response to drought stress still need to be further studied. Therefore, TMT-based quantitative proteomic analysis was performed using leaf tissues of the two alfalfa cultivars to identify and uncover differentially abundant proteins (DAPs). RESULTS In total, 677 DAPs were identified in Algonquin and 277 in Longdong under drought stress. Subsequently, we conducted various bioinformatics analysis on these DAPs, including subcellular location, functional classification and biological pathway enrichment. The first two main COG functional categories of DAPs in both alfalfa varieties after drought stress were 'Translation, ribosomal structure and biogenesis' and 'Posttranslational modification, protein turnover, chaperones'. According to KEGG database, the DAPs of the two alfalfa cultivars after drought treatment were differentially enriched in different biological pathways. The DAPs from Algonquin were enriched in 'photosynthesis' and 'ribosome'. The pathways of 'linoleic acid metabolism', 'protein processing in endoplasmic reticulum' and 'RNA transport' in Longdong were significantly enriched. Finally, we found significant differences in DAP enrichment and expression patterns between Longdong and Algonquin in glycolysis/glycogenesis, TCA cycle, photosynthesis, protein biosynthesis, flavonoid and isoflavonoid biosynthesis, and plant-pathogen interaction pathway after drought treatment. CONCLUSIONS The differences of DAPs involved in various metabolic pathways may explain the differences in the resistance of the two varieties to drought stress. These DAPs can be used as candidate proteins for molecular breeding of alfalfa to cultivate new germplasm with more drought tolerance to adapt to unfavorable environments.
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Affiliation(s)
- Wenli Quan
- College of Bioengineering, Sichuan University of Science and Engineering, Yibin, 644000, China
| | - Xun Liu
- College of Bioengineering, Sichuan University of Science and Engineering, Yibin, 644000, China.
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19
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Yuan T, Gao X, Xiang N, Wei P, Zhang G. The genome assembly of Carex breviculmis provides evidence for its phylogenetic localization and environmental adaptation. ANNALS OF BOTANY 2024; 134:467-484. [PMID: 38822911 PMCID: PMC11341672 DOI: 10.1093/aob/mcae085] [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: 12/01/2023] [Accepted: 05/27/2024] [Indexed: 06/03/2024]
Abstract
BACKGROUND AND AIMS Carex breviculmis is a perennial herb with good resistance and is widely used for forage production and turf management. It is important in ecology, environmental protection and biodiversity conservation, but faces several challenges due to human activities. However, the absence of genome sequences has limited basic research and the improvement of wild plants. METHODS We annotated the genome of C. breviculmis and conducted a systematic analysis to explore its resistance to harsh environments. We also conducted a comparative analysis of Achnatherum splendens, which is similarly tolerant to harsh environments. KEY RESULTS The assembled the genome comprises 469.01 Mb, revealing 37 372 genes with a BUSCO completeness score of 99.0 %. The genome has 52.03 % repetitive sequences, primarily influenced by recent LTR insertions that have contributed to its expansion. Phylogenetic analysis suggested that C. breviculmis diverged from C. littledalei ~6.61 million years ago. Investigation of repetitive sequences and expanded gene families highlighted a rapid expansion of tandem duplicate genes, particularly in areas related to sugar metabolism, synthesis of various amino acids, and phenylpropanoid biosynthesis. Additionally, our analysis identified crucial genes involved in secondary metabolic pathways, such as glycolysis, phenylpropanoid biosynthesis and amino acid metabolism, which have undergone positive selection. We reconstructed the sucrose metabolic pathway and identified significant gene expansions, including 16 invertase, 9 sucrose phosphate synthase and 12 sucrose synthase genes associated with sucrose metabolism, which showed varying levels of expansion. CONCLUSIONS The expansion of these genes, coupled with subsequent positive selection, contributed to the ability of C. breviculmis to adapt to environmental stressors. This study lays the foundation for future research on the evolution of Carex plants, their environmental adaptations, and potential genetic breeding.
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Affiliation(s)
- Tao Yuan
- School of Ecology and Environment, Tibet University, Lhasa 850000, China
- State Key Laboratory of Hybrid Rice, Laboratory of Plant Systematics and Evolutionary Biology, College of Life Sciences, Wuhan University, Wuhan 430072, China
| | - Xiaoman Gao
- School of Ecology and Environment, Tibet University, Lhasa 850000, China
| | - Niyan Xiang
- School of Ecology and Environment, Tibet University, Lhasa 850000, China
| | - Pei Wei
- State Key Laboratory of Hybrid Rice, Laboratory of Plant Systematics and Evolutionary Biology, College of Life Sciences, Wuhan University, Wuhan 430072, China
| | - Guiyu Zhang
- State Key Laboratory of Hybrid Rice, Laboratory of Plant Systematics and Evolutionary Biology, College of Life Sciences, Wuhan University, Wuhan 430072, China
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Ferreira MJ, Veríssimo ACS, Pinto DCGA, Sierra-Garcia IN, Granada CE, Cremades J, Silva H, Cunha Â. Engineering the Rhizosphere Microbiome with Plant Growth Promoting Bacteria for Modulation of the Plant Metabolome. PLANTS (BASEL, SWITZERLAND) 2024; 13:2309. [PMID: 39204745 PMCID: PMC11360282 DOI: 10.3390/plants13162309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 08/14/2024] [Accepted: 08/14/2024] [Indexed: 09/04/2024]
Abstract
Plant-growth-promoting bacteria (PGPB) have beneficial effects on plants. They can promote growth and enhance plant defense against abiotic stress and disease, and these effects are associated with changes in the plant metabolite profile. The research problem addressed in this study was the impact of inoculation with PGPB on the metabolite profile of Salicornia europaea L. across controlled and field conditions. Salicornia europaea seeds, inoculated with Brevibacterium casei EB3 and Pseudomonas oryzihabitans RL18, were grown in controlled laboratory experiments and in a natural field setting. The metabolite composition of the aboveground tissues was analyzed using GC-MS and UHPLC-MS. PGPB inoculation promoted a reconfiguration in plant metabolism in both environments. Under controlled laboratory conditions, inoculation contributed to increased biomass production and the reinforcement of immune responses by significantly increasing the levels of unsaturated fatty acids, sugars, citric acid, acetic acid, chlorogenic acids, and quercetin. In field conditions, the inoculated plants exhibited a distinct phytochemical profile, with increased glucose, fructose, and phenolic compounds, especially hydroxybenzoic acid, quercetin, and apigenin, alongside decreased unsaturated fatty acids, suggesting higher stress levels. The metabolic response shifted from growth enhancement to stress resistance in the latter context. As a common pattern to both laboratory and field conditions, biopriming induced metabolic reprogramming towards the expression of apigenin, quercetin, formononetin, caffeic acid, and caffeoylquinic acid, metabolites that enhance the plant's tolerance to abiotic and biotic stress. This study unveils the intricate metabolic adaptations of Salicornia europaea under controlled and field conditions, highlighting PGPB's potential to redesign the metabolite profile of the plant. Elevated-stress-related metabolites may fortify plant defense mechanisms, laying the groundwork for stress-resistant crop development through PGPB-based inoculants, especially in saline agriculture.
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Affiliation(s)
- Maria J. Ferreira
- CESAM and Biology Department, University of Aveiro, Campus de Santiago, 3810-193 Aveiro, Portugal; (M.J.F.); (I.N.S.-G.); (H.S.)
| | - Ana C. S. Veríssimo
- LAQV-REQUIMTE and Chemistry Department, University of Aveiro, Campus de Santiago, 3810-193 Aveiro, Portugal; (A.C.S.V.); (D.C.G.A.P.)
| | - Diana C. G. A. Pinto
- LAQV-REQUIMTE and Chemistry Department, University of Aveiro, Campus de Santiago, 3810-193 Aveiro, Portugal; (A.C.S.V.); (D.C.G.A.P.)
| | - Isabel N. Sierra-Garcia
- CESAM and Biology Department, University of Aveiro, Campus de Santiago, 3810-193 Aveiro, Portugal; (M.J.F.); (I.N.S.-G.); (H.S.)
| | - Camille E. Granada
- Department of Genetics, Institute of Biosciences, Federal University of Rio Grande do Sul (UFRGS), Porto Alegre CEP 91501-970, RS, Brazil;
| | - Javier Cremades
- Interdisciplinary Center for Chemistry and Biology (CICA), University of A Coruña, 15071 A Coruña, Spain;
| | - Helena Silva
- CESAM and Biology Department, University of Aveiro, Campus de Santiago, 3810-193 Aveiro, Portugal; (M.J.F.); (I.N.S.-G.); (H.S.)
| | - Ângela Cunha
- CESAM and Biology Department, University of Aveiro, Campus de Santiago, 3810-193 Aveiro, Portugal; (M.J.F.); (I.N.S.-G.); (H.S.)
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21
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Zhang Y, Cao M, Li Q, Yu F. Genome-wide identification and expression analysis of TPP gene family under salt stress in peanut (Arachis hypogaea L.). PLoS One 2024; 19:e0305730. [PMID: 39024233 PMCID: PMC11257338 DOI: 10.1371/journal.pone.0305730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 06/04/2024] [Indexed: 07/20/2024] Open
Abstract
Trehalose-6-phosphate phosphatase (TPP), a key enzyme for trehalose biosynthesis in plants, plays a pivotal role in the growth and development of higher plants, as well as their adaptations to various abiotic stresses. Employing bioinformatics techniques, 45 TPP genes distributed across 17 chromosomes were identified with conserved Trehalose-PPase domains in the peanut genome, aiming to screen those involved in salt tolerance. Collinearity analysis showed that 22 TPP genes from peanut formed homologous gene pairs with 9 TPP genes from Arabidopsis and 31 TPP genes from soybean, respectively. Analysis of cis-acting elements in the promoters revealed the presence of multiple hormone- and abiotic stress-responsive elements in the promoter regions of AhTPPs. Expression pattern analysis showed that members of the TPP gene family in peanut responded significantly to various abiotic stresses, including low temperature, drought, and nitrogen deficiency, and exhibited certain tissue specificity. Salt stress significantly upregulated AhTPPs, with a higher number of responsive genes observed at the seedling stage compared to the podding stage. The intuitive physiological effect was reflected in the significantly higher accumulation of trehalose content in the leaves of plants under salt stress compared to the control. These findings indicate that the TPP gene family plays a crucial role in peanut's response to abiotic stresses, laying the foundation for further functional studies and utilization of these genes.
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Affiliation(s)
- Yanfeng Zhang
- College of Agriculture, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Minxuan Cao
- College of Agriculture & Biotechnology, Zhejiang University, Hangzhou, Zhejiang, China
| | - Qiuzhi Li
- Liaocheng Academy of Agricultural Sciences, Liaocheng, Shandong, China
| | - Fagang Yu
- Liaocheng Academy of Agricultural Sciences, Liaocheng, Shandong, China
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22
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Zhao B, Li J, Zhou L, Liu W, Geng S, Zhao Y, Hou Z, Zhao R, Liu Y, Dong J. Validamycin A Inhibited FB 1 Biosynthesis by the Target FvNth in Fusarium verticillioides. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:15487-15497. [PMID: 38917402 DOI: 10.1021/acs.jafc.4c02641] [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: 06/27/2024]
Abstract
Validamycin A (VMA) is an antifungal antibiotic derived from Streptomyces hygroscopicus commonly used in plant disease management. Surprisingly, VMA was discovered to impede the production of fumonisin B1 (FB1) in agricultural settings. However, the specific target of VMA in Fusarium verticillioides remained unclear. To unravel the molecular mechanism of VMA, ultrastructural observations unveiled damage to mitochondrial membranes. Trehalase (FvNth) was pinpointed as the target of VMA by utilizing a 3D-printed surface plasmon resonance sensor. Molecular docking identified Trp285, Arg447, Asp452, and Phe665 as the binding sites between VMA and FvNth. A ΔFvnth mutant lacking amino acids 250-670 was engineered through homologous recombination. Transcriptome analysis indicated that samples treated with VMA and ΔFvnth displayed similar expression patterns, particularly in the suppression of the FUM gene cluster. VMA treatment resulted in reduced trehalase and ATPase activity as well as diminished production of glucose, pyruvic acid, and acetyl-CoA. Conversely, these effects were absent in samples treated with ΔFvnth. This research proposes that VMA hinders acetyl-CoA synthesis by trehalase, thereby suppressing the FB1 biosynthesis. These findings present a novel target for the development of mycotoxin control agents.
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Affiliation(s)
- Bin Zhao
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
| | - Jiaqi Li
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
| | - Luqi Zhou
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
| | - Wei Liu
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
| | - Shan Geng
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
| | - Yuwei Zhao
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
| | - Zhihan Hou
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
| | - RuiXue Zhao
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
| | - Yingchao Liu
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
| | - Jingao Dong
- State Key Laboratory of North China Crop Improvement and Regulation, College of Plant Protection, Hebei Agricultural University, Baoding 071001, P.R. China
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Lin Y, Xia Y, Hu Y, Wang Z, Ding Y, Chen L. Inferior spikelet filling is affected by T6P/SnRK1-mediated NSC remobilization in large-panicle rice (Oryza sativa L.). PHYSIOLOGIA PLANTARUM 2024; 176:e14469. [PMID: 39129660 DOI: 10.1111/ppl.14469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 07/03/2024] [Accepted: 07/25/2024] [Indexed: 08/13/2024]
Abstract
Poor grain filling in inferior spikelets (IS), which is influenced by the remobilization of nonstructural carbohydrates (NSC) stored in the sheath and internode of rice plants, limits the expected high yield of large-panicle rice. NSC remobilization from the sheath to the panicle is regulated by the T6P/SnRK1 pathway. However, in large-panicle rice, it is unclear whether IS grain filling is related to the NSC remobilization mediated by T6P/SnRK1 signaling. In this study, two large-panicle cultivars-W1844 and CJ03-with distinct differences in IS grain filling were used to explore the physiological mechanism mediating IS development. Compared to W1844, CJ03 IS showed lower expression of the genes related to sucrose uploading, later sucrose peaking, and delayed starch accumulation. In the CJ03, low OsSUTs expression and NSC output, transport rate, and contribution rate were detected in the sheaths and internodes. These results suggest that poor NSC remobilization results in insufficient assimilate supply for the IS, and consequently, poor IS grain filling. Furthermore, poor NSC remobilization coincided with the increased T6P content and decreased SnRK1 activity during grain filling in CJ03 IS. The expression levels of genes related to T6P metabolism and those encoding the catalytic subunit of SnRK1 were consistent with the observed T6P content and SnRK1 activity in the sheaths and internodes. Therefore, IS grain filling is potentially affected by T6P/SnRK1 signaling-mediated NSC remobilization in large-panicle rice.
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Affiliation(s)
- Yan Lin
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agriculture, Nanjing, China
| | - Yongqing Xia
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agriculture, Nanjing, China
| | - Yuxiang Hu
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agriculture, Nanjing, China
| | - Ziteng Wang
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agriculture, Nanjing, China
| | - Yanfeng Ding
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agriculture, Nanjing, China
- Collaborative Innovation Center for Modern Crop Production co-sponsored by Province and Ministry, Nanjing, China
| | - Lin Chen
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
- Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agriculture, Nanjing, China
- Collaborative Innovation Center for Modern Crop Production co-sponsored by Province and Ministry, Nanjing, China
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Mohorović P, Geldhof B, Holsteens K, Rinia M, Daems S, Reijnders T, Ceusters J, Van den Ende W, Van de Poel B. Ethylene inhibits photosynthesis via temporally distinct responses in tomato plants. PLANT PHYSIOLOGY 2024; 195:762-784. [PMID: 38146839 DOI: 10.1093/plphys/kiad685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 10/24/2023] [Accepted: 11/19/2023] [Indexed: 12/27/2023]
Abstract
Ethylene is a volatile plant hormone that regulates many developmental processes and responses toward (a)biotic stress. Studies have shown that high levels of ethylene repress vegetative growth in many important crops, including tomato (Solanum lycopersicum), possibly by inhibiting photosynthesis. We investigated the temporal effects of ethylene on young tomato plants using an automated ethylene gassing system to monitor the physiological, biochemical, and molecular responses through time course RNA-seq of a photosynthetically active source leaf. We found that ethylene evokes a dose-dependent inhibition of photosynthesis, which can be characterized by 3 temporally distinct phases. The earliest ethylene responses that marked the first phase and occurred a few hours after the start of the treatment were leaf epinasty and a decline in stomatal conductance, which led to lower light perception and CO2 uptake, respectively, resulting in a rapid decline of soluble sugar levels (glucose, fructose). The second phase of the ethylene effect was marked by low carbohydrate availability, which modulated plant energy metabolism to adapt by using alternative substrates (lipids and proteins) to fuel the TCA cycle. Long-term continuous exposure to ethylene led to the third phase, characterized by starch and chlorophyll breakdown, which further inhibited photosynthesis, leading to premature leaf senescence. To reveal early (3 h) ethylene-dependent regulators of photosynthesis, we performed a ChIP-seq experiment using anti-ETHYLENE INSENSITIVE 3-like 1 (EIL1) antibodies and found several candidate transcriptional regulators. Collectively, our study revealed a temporal sequence of events that led to the inhibition of photosynthesis by ethylene and identified potential transcriptional regulators responsible for this regulation.
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Affiliation(s)
- Petar Mohorović
- Division of Crop Biotechnics, Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
| | - Batist Geldhof
- Division of Crop Biotechnics, Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
| | - Kristof Holsteens
- Division of Crop Biotechnics, Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
| | - Marilien Rinia
- Division of Crop Biotechnics, Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
| | - Stijn Daems
- Research Group for Sustainable Plant Production and Protection, Division of Crop Biotechnics, Department of Biosystems, KU Leuven, Campus Geel, Kleinhoefstraat 4, 2440 Geel, Belgium
| | - Timmy Reijnders
- Molecular Biotechnology of Plants and Microorganisms Lab, Department of Biology, KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium
| | - Johan Ceusters
- Research Group for Sustainable Plant Production and Protection, Division of Crop Biotechnics, Department of Biosystems, KU Leuven, Campus Geel, Kleinhoefstraat 4, 2440 Geel, Belgium
- Leuven Plant Institute (LPI), KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium
| | - Wim Van den Ende
- Molecular Biotechnology of Plants and Microorganisms Lab, Department of Biology, KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium
- Leuven Plant Institute (LPI), KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium
| | - Bram Van de Poel
- Division of Crop Biotechnics, Department of Biosystems, KU Leuven, Willem de Croylaan 42, 3001 Leuven, Belgium
- Leuven Plant Institute (LPI), KU Leuven, Kasteelpark Arenberg 31, 3001 Leuven, Belgium
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Unnikrishnan DK, Sreeharsha RV, Mudalkar S, Reddy AR. Flowering onset time is regulated by microRNA-mediated trehalose-6-phosphate signaling in Cajanus cajan L . under elevated CO 2. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2024; 30:483-496. [PMID: 38633268 PMCID: PMC11018574 DOI: 10.1007/s12298-024-01434-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 02/24/2024] [Accepted: 03/05/2024] [Indexed: 04/19/2024]
Abstract
CO2 levels are known to have an impact on plant development and physiology. In the current study, we have investigated the effect of elevated CO2 on flowering and its regulation through miRNA mediated sugar signaling. We also unraveled small RNA transcriptome of pigeonpea under ambient and elevated CO2 conditions and predicted the targets for crucial miRNAs through computational methods. The results have shown that the delayed flowering in pigeonpea under elevated CO2 was due to an imbalance in C:N stoichiometry and differential expression pattern of aging pathway genes, including SQUAMOSA PROMOTER BINDING PROTEIN-LIKE. Furthermore, qRT PCR analysis has revealed the role of miR156 and miR172 in mediating trehalose-6-phosphate dependent flowering regulation. The current study is crucial in understanding the responses of flowering patterns in a legume crop to elevated CO2 which showed a significant impact on its final yields. Also, these findings are crucial in devising effective crop improvement strategies for developing climate resilient crops, including pigeonpea. Supplementary Information The online version contains supplementary material available at 10.1007/s12298-024-01434-9.
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Affiliation(s)
| | | | - Shalini Mudalkar
- Forest College and Research Institute, Hyderabad, Mulugu, Telangana 502279 India
| | - Attipalli R. Reddy
- Department of Plant Sciences, University of Hyderabad, Hyderabad, 500049 India
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Zhong C, He Z, Liu Y, Li Z, Wang X, Jiang C, Kang S, Liu X, Zhao S, Wang J, Zhang H, Zhao X, Yu H. Genome-wide identification of TPS and TPP genes in cultivated peanut ( Arachis hypogaea) and functional characterization of AhTPS9 in response to cold stress. FRONTIERS IN PLANT SCIENCE 2024; 14:1343402. [PMID: 38312353 PMCID: PMC10834750 DOI: 10.3389/fpls.2023.1343402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 12/29/2023] [Indexed: 02/06/2024]
Abstract
Introduction Trehalose is vital for plant metabolism, growth, and stress resilience, relying on Trehalose-6-phosphate synthase (TPS) and Trehalose-6-phosphate phosphatase (TPP) genes. Research on these genes in cultivated peanuts (Arachis hypogaea) is limited. Methods This study employed bioinformatics to identify and analyze AhTPS and AhTPP genes in cultivated peanuts, with subsequent experimental validation of AhTPS9's role in cold tolerance. Results In the cultivated peanut genome, a total of 16 AhTPS and 17 AhTPP genes were identified. AhTPS and AhTPP genes were observed in phylogenetic analysis, closely related to wild diploid peanuts, respectively. The evolutionary patterns of AhTPS and AhTPP genes were predominantly characterized by gene segmental duplication events and robust purifying selection. A variety of hormone-responsive and stress-related cis-elements were unveiled in our analysis of cis-regulatory elements. Distinct expression patterns of AhTPS and AhTPP genes across different peanut tissues, developmental stages, and treatments were revealed, suggesting potential roles in growth, development, and stress responses. Under low-temperature stress, qPCR results showcased upregulation in AhTPS genes (AhTPS2-5, AhTPS9-12, AhTPS14, AhTPS15) and AhTPP genes (AhTPP1, AhTPP6, AhTPP11, AhTPP13). Furthermore, AhTPS9, exhibiting the most significant expression difference under cold stress, was obviously induced by cold stress in cultivated peanut, and AhTPS9-overexpression improved the cold tolerance of Arabidopsis by protect the photosynthetic system of plants, and regulates sugar-related metabolites and genes. Discussion This comprehensive study lays the groundwork for understanding the roles of AhTPS and AhTPP gene families in trehalose regulation within cultivated peanuts and provides valuable insights into the mechanisms related to cold stress tolerance.
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Affiliation(s)
- Chao Zhong
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Zehua He
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Yu Liu
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Zhao Li
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Xiaoguang Wang
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Chunji Jiang
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Shuli Kang
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Xibo Liu
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Shuli Zhao
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Jing Wang
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - He Zhang
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Xinhua Zhao
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
| | - Haiqiu Yu
- College of Agronomy, Shenyang Agricultural University, Shenyang, China
- Liaoning Agricultural Vocational and Technical College, Yingkou, China
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Xiao Y, Xie L, Li Y, Li C, Yu Y, Hu J, Li G. Impact of low temperature on the chemical profile of sweet corn kernels during post-harvest storage. Food Chem 2024; 431:137079. [PMID: 37573745 DOI: 10.1016/j.foodchem.2023.137079] [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: 05/26/2023] [Revised: 07/18/2023] [Accepted: 07/31/2023] [Indexed: 08/15/2023]
Abstract
Fresh sweet corn has a limited shelf-life due to its high moisture and high sugar content. Low temperature storage is an effective technique employed to extend the shelf-life. However, changes in the chemical composition of sweet corn kernels at low temperatures are not fully understood. In this study, kernels stored at low temperature exhibited higher levels of soluble sugars and lower starch content. In total, 1365 metabolites were characterized in sweet corn kernels. 593 and 308 differentially accumulated metabolites (DAMs) were identified in sweet corn kernels stored at normal and low temperature, respectively. 607 DAMs were identified at low temperature compare to normal temperature. DAMs were consistently enriched in flavonoid biosynthesis, linoleic acid metabolism and sphingolipid metabolism. Moreover, dozens of metabolites were identified as potential biomarkers for post-harvest storage effects in sweet corn. These results extend our knowledge of the dynamic changes in sweet corn kernels stored at low temperatures.
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Affiliation(s)
- Yingni Xiao
- Crops Research Institute, Guangdong Academy of Agricultural Sciences/Guangdong Provincial Key Laboratory of Crop Genetic Improvement, Guangzhou, Guangdong 510640, China
| | - Lihua Xie
- Crops Research Institute, Guangdong Academy of Agricultural Sciences/Guangdong Provincial Key Laboratory of Crop Genetic Improvement, Guangzhou, Guangdong 510640, China
| | - Yuliang Li
- Crops Research Institute, Guangdong Academy of Agricultural Sciences/Guangdong Provincial Key Laboratory of Crop Genetic Improvement, Guangzhou, Guangdong 510640, China
| | - Chunyan Li
- Crops Research Institute, Guangdong Academy of Agricultural Sciences/Guangdong Provincial Key Laboratory of Crop Genetic Improvement, Guangzhou, Guangdong 510640, China
| | - Yongtao Yu
- Crops Research Institute, Guangdong Academy of Agricultural Sciences/Guangdong Provincial Key Laboratory of Crop Genetic Improvement, Guangzhou, Guangdong 510640, China
| | - Jianguang Hu
- Crops Research Institute, Guangdong Academy of Agricultural Sciences/Guangdong Provincial Key Laboratory of Crop Genetic Improvement, Guangzhou, Guangdong 510640, China.
| | - Gaoke Li
- Crops Research Institute, Guangdong Academy of Agricultural Sciences/Guangdong Provincial Key Laboratory of Crop Genetic Improvement, Guangzhou, Guangdong 510640, China.
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Fan S, Wang Z, Xiao Y, Liang J, Zhao S, Liu Y, Peng F, Guo J. Genome-Wide Identification of Trehalose-6-phosphate Synthase (TPS) Gene Family Reveals the Potential Role in Carbohydrate Metabolism in Peach. Genes (Basel) 2023; 15:39. [PMID: 38254929 PMCID: PMC10815152 DOI: 10.3390/genes15010039] [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: 12/06/2023] [Revised: 12/22/2023] [Accepted: 12/25/2023] [Indexed: 01/24/2024] Open
Abstract
Trehalose-6-phosphate synthase (TPS) is essential for plant growth and development, linking trehalose-6-phosphate (T6P) to carbon metabolism. However, little is known about the TPS gene family in peaches and their potential roles in regulating carbohydrates in peach fruit. In this study, nine TPS genes were identified in the peach genome and named according to the homologous genes in Arabidopsis. Phylogenetic analysis showed that three subfamilies were identified, including TPSI, TPSII-1, and TPSII-2, which were also consistent with gene structure analysis. Considerable cis-elements were enriched in the promoters, including plant hormone-related elements. Tissue-specific analysis showed that these TPS genes were mainly expressed in leaves, stems, and fruit, showing different expression patterns for each gene. In addition, during fruit development, the content of trehalose-6-phosphate (T6P) was positively correlated with the expression of PpTPS7a and negatively with sucrose non-fermenting-1-related kinase 1 (SnRK1) activity. Transient overexpression and silencing of PpTPS7a in peach fruit validated its function in regulating T6P content and SnRK1 activity.
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Affiliation(s)
- Shihao Fan
- College of Horticulture Science and Engineering, Shandong Agricultural University, Tai’an 271018, China;
| | - Zhe Wang
- College of Agriculture and Forestry Sciences, Linyi University, Linyi 276000, China; (Z.W.); (Y.X.); (J.L.); (S.Z.); (Y.L.)
| | - Yuansong Xiao
- College of Agriculture and Forestry Sciences, Linyi University, Linyi 276000, China; (Z.W.); (Y.X.); (J.L.); (S.Z.); (Y.L.)
| | - Jiahui Liang
- College of Agriculture and Forestry Sciences, Linyi University, Linyi 276000, China; (Z.W.); (Y.X.); (J.L.); (S.Z.); (Y.L.)
| | - Shilong Zhao
- College of Agriculture and Forestry Sciences, Linyi University, Linyi 276000, China; (Z.W.); (Y.X.); (J.L.); (S.Z.); (Y.L.)
| | - Yihua Liu
- College of Agriculture and Forestry Sciences, Linyi University, Linyi 276000, China; (Z.W.); (Y.X.); (J.L.); (S.Z.); (Y.L.)
| | - Futian Peng
- College of Horticulture Science and Engineering, Shandong Agricultural University, Tai’an 271018, China;
| | - Jian Guo
- College of Horticulture Science and Engineering, Shandong Agricultural University, Tai’an 271018, China;
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Asim M, Zhang Y, Sun Y, Guo M, Khan R, Wang XL, Hussain Q, Shi Y. Leaf senescence attributes: the novel and emerging role of sugars as signaling molecules and the overlap of sugars and hormones signaling nodes. Crit Rev Biotechnol 2023; 43:1092-1110. [PMID: 35968918 DOI: 10.1080/07388551.2022.2094215] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 05/08/2022] [Indexed: 11/03/2022]
Abstract
Sugars are the primary products of photosynthesis and play multiple roles in plants. Although sugars are usually considered to be the building blocks of energy storage and carbon transport molecules, they have also gradually come to be acknowledged as signaling molecules that can initiate senescence. Senescence is an active and essential process that occurs at the last developmental stage and corresponds to programmed degradation of: cells, tissues, organs, and entire organisms. It is a complex process involving: numerous biochemical changes, transporters, genes, and transcription factors. The process is controlled by multiple developmental signals, among which sugar signals are considered to play a vital role; however, the regulatory pathways involved are not fully understood. The dynamic mechanistic framework of sugar accumulation has an inconsistent effect on senescence through the sugar signaling pathway. Key metabolizing enzymes produce different sugar signals in response to the onset of senescence. Diverse sugar signal transduction pathways and a variety of sugar sensors are involved in controlling leaf senescence. This review highlights the processes underlying initiation of sugar signaling and crosstalk between sugars and hormones signal transduction pathways affecting leaf senescence. This summary of the state of current knowledge across different plants aids in filling knowledge gaps and raises key questions that remain to be answered with respect to regulation of leaf senescence by sugar signaling pathways.
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Affiliation(s)
- Muhammad Asim
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Qingdao, China
| | - Yan Zhang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Qingdao, China
- Graduate School of Chinese Academy of Agricultural Science, Beijing, China
| | - Yanguo Sun
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Qingdao, China
| | - Mei Guo
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Qingdao, China
- Graduate School of Chinese Academy of Agricultural Science, Beijing, China
| | - Rayyan Khan
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Qingdao, China
| | - Xiao Lin Wang
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Qingdao, China
| | - Quaid Hussain
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou, China
| | - Yi Shi
- Tobacco Research Institute, Chinese Academy of Agricultural Sciences, Key Laboratory of Tobacco Biology and Processing, Ministry of Agriculture and Rural Affairs, Qingdao, China
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Rajkumari N, Chowrasia S, Nishad J, Ganie SA, Mondal TK. Metabolomics-mediated elucidation of rice responses to salt stress. PLANTA 2023; 258:111. [PMID: 37919614 DOI: 10.1007/s00425-023-04258-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 10/01/2023] [Indexed: 11/04/2023]
Abstract
MAIN CONCLUSION Role of salinity responsive metabolites of rice and its wild species has been discussed. Salinity stress is one of the important environmental stresses that severely affects rice productivity. Although, several vital physio-biochemical and molecular responses have been activated in rice under salinity stress which were well described in literatures, the mechanistic role of salt stress and microbes-induced metabolites to overcome salt stress in rice are less studied. Nevertheless, over the years, metabolomic studies have allowed a comprehensive analyses of rice salt stress responses. Hence, we review the salt stress-triggered alterations of various metabolites in rice and discuss their significant roles toward salinity tolerance. Some of the metabolites such as serotonin, salicylic acid, ferulic acid and gentisic acid may act as signaling molecules to activate different downstream salt-tolerance mechanisms; whereas, the other compounds such as amino acids, sugars and organic acids directly act as protective agents to maintain osmotic balance and scavenger of reactive oxygen species during the salinity stress. The quantity, type, tissues specificity and time of accumulation of metabolites induced by salinity stress vary between salt-sensitive and tolerant rice genotypes and thus, contribute to their different degrees of salt tolerance. Moreover, few tolerance metabolites such as allantoin, serotonin and melatonin induce unique pathways for activation of defence mechanisms in salt-tolerant varieties of rice, suggesting their potential roles as the universal biomarkers for salt tolerance. Therefore, these metabolites can be applied exogenously to the sensitive genotypes of rice to enhance their performance under salt stress. Furthermore, the microbes of rhizosphere also participated in rice salt tolerance either directly or indirectly by regulating their metabolic pathways. Thus, this review for the first time offers valuable and comprehensive insights into salt-induced spatio-temporal and genotype-specific metabolites in different genotypes of rice which provide a reference point to analyze stress-gene-metabolite relationships for the biomarker designing in rice. Further, it can also help to decipher several metabolic systems associated with salt tolerance in rice which will be useful in developing salt-tolerance cultivars by conventional breeding/genetic engineering/exogenous application of metabolites.
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Affiliation(s)
- Nitasana Rajkumari
- ICAR-National Institute for Plant Biotechnology, LBS Centre, New Delhi, 110012, India
- ICAR-Indian Agricultural Research Institute, Pusa, New Delhi, 110012, India
| | - Soni Chowrasia
- ICAR-National Institute for Plant Biotechnology, LBS Centre, New Delhi, 110012, India
- Department of Bioscience and Biotechnology, Banastahli Vidyapith, Tonk, Rajasthan, 304022, India
| | - Jyoti Nishad
- ICAR-National Institute for Plant Biotechnology, LBS Centre, New Delhi, 110012, India
| | - Showkat Ahmad Ganie
- Plant Molecular Sciences and Centre of Systems and Synthetic Biology, Department of Biological Sciences, Royal Holloway University of London, Egham, TW20 0EX, Surrey, UK
- School of Life Sciences, University of Essex, Colchester, CO4 3SQ, UK
| | - Tapan Kumar Mondal
- ICAR-National Institute for Plant Biotechnology, LBS Centre, New Delhi, 110012, India.
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Hu Y, Lin Y, Xia Y, Xu X, Wang Z, Cui X, Han L, Li J, Zhang R, Ding Y, Chen L. Overexpression of OsSnRK1a through a green tissue-specific promoter improves rice yield by accelerating sheath-to-panicle transport of nonstructural carbohydrates and increasing leaf photosynthesis. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 203:108048. [PMID: 37757719 DOI: 10.1016/j.plaphy.2023.108048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 08/27/2023] [Accepted: 09/20/2023] [Indexed: 09/29/2023]
Abstract
The redistribution of nonstructural carbohydrates (NSCs) in rice (Oryza sativa) sheaths contributes greatly to grain filling. Sucrose nonfermenting-1-related protein kinase 1 (SnRK1) regulates sheath-to-panicle transport of NSCs during rice grain filling; however, it is unknown whether elevated activity of SnRK1 in sheaths improves NSC transport and grain filling. Expression of OsSnRK1a is mainly responsible for regulating SnRK1 activity in rice sheaths. Analysis of transgenic rice plants containing the OsSnRK1a promoter::GUS construct indicated that OsSnRK1a is widely expressed in rice. Notably, OsSnRK1a is highly expressed in mesophyll cells of sheaths. Therefore, a green tissue promoter specifically expressed in sheaths and leaf parenchyma cells and phloem tissue was used to over-express OsSnRK1a in japonica rice. The transgenic lines exhibited increased SnRK1a expression and SnRK1 activity in sheaths. The NSC and starch in the transgenic lines and WT all showed accumulation before heading and during the early-filling stage, and declining at the peak filling stage. But the starch and NSC content in transgenic lines was lower than that of WT. Moreover, the transgenic lines showed lower sucrose contents and higher sucrose efflux rates. The accelerated sheath NSC transport improved grain filling, and stimulated panicle development in transgenic lines. SnRK1a expression and SnRK1 activity were also increased in the leaves of transgenic lines, which improved leaf photosynthetic activity and contributed to optimal grain filling and panicle development. These results verify the promotion of high SnRK1 activity in sheath NSC transport, and also provide a new approach to improving sheath NSC transport and rice yield.
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Affiliation(s)
- Yuxiang Hu
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Yan Lin
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Yongqing Xia
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Xuemei Xu
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Ziteng Wang
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Xiran Cui
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Lin Han
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Jiaoyang Li
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Rongtao Zhang
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Yanfeng Ding
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China; Collaborative Innovation Center for Modern Crop Production co-sponsored by Province and Ministry, Nanjing, China
| | - Lin Chen
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China; Collaborative Innovation Center for Modern Crop Production co-sponsored by Province and Ministry, Nanjing, China.
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Ye N, Wang Y, Yu H, Qin Z, Zhang J, Duan M, Liu L. Abscisic Acid Enhances Trehalose Content via OsTPP3 to Improve Salt Tolerance in Rice Seedlings. PLANTS (BASEL, SWITZERLAND) 2023; 12:2665. [PMID: 37514279 PMCID: PMC10383865 DOI: 10.3390/plants12142665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 07/13/2023] [Accepted: 07/15/2023] [Indexed: 07/30/2023]
Abstract
Salt stress is one of the major environmental stresses that imposes constraints to plant growth and production. Abscisic acid (ABA) has been well-proven to function as a central integrator in plant under salt stress, and trehalose (Tre) has emerged as an excellent osmolyte to induce salt tolerance. However, the interacting mechanism between ABA and Tre in rice seedlings under salt stress is still obscure. Here, we found that the application of exogenous Tre significantly promoted the salt tolerance of rice seedlings by enhancing the activities of antioxidant enzymes. In addition, the expression of OsNCED3 was significantly induced by salt stress. The overexpression of the OsNCED3 gene enhanced the salt tolerance, while the knockout of OsNCED3 reduced the salt tolerance of the rice seedlings. Metabolite analysis revealed that the Tre content was increased in the OsNCED3-overexpressing seedlings and reduced in the nced3 mutant. The application of both ABA and Tre improved the salt tolerance of the nced3 mutant when compared with the WT seedling. OsTPP3 was found to be induced by both the ABA and salt treatments. Consistent with the OsNCED3 gene, the overexpression of OsTPP3 enhanced salt tolerance while the knockout of OsTPP3 reduced the salt tolerance of the rice seedlings. In addition, the Tre content was also higher in the OsTPP3-overexpressing seedling and lower in the tpp3 mutant seedling than the WT plant. The application of exogenous Tre also enhanced the salt tolerance of the tpp3 mutant plant. Overall, our results demonstrate that salt-increased ABA activated the expression of OsTPP3, which resulted in elevated Tre content and thus an improvement in the salt tolerance of rice seedlings.
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Affiliation(s)
- Nenghui Ye
- Hunan Provincial Key Laboratory of Rice Stress Biology, College of Agronomy, Hunan Agricultural University, Changsha 410128, China
- Key Laboratory of Crop Physiology and Molecular Biology, Ministry of Education, Hunan Agricultural University, Changsha 410128, China
| | - Yuxing Wang
- Hunan Provincial Key Laboratory of Rice Stress Biology, College of Agronomy, Hunan Agricultural University, Changsha 410128, China
| | - Huihui Yu
- Hunan Provincial Key Laboratory of Rice Stress Biology, College of Agronomy, Hunan Agricultural University, Changsha 410128, China
| | - Zhonge Qin
- Hunan Provincial Key Laboratory of Rice Stress Biology, College of Agronomy, Hunan Agricultural University, Changsha 410128, China
| | - Jianhua Zhang
- Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong 999077, China
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong 999077, China
| | - Meijuan Duan
- Hunan Provincial Key Laboratory of Rice Stress Biology, College of Agronomy, Hunan Agricultural University, Changsha 410128, China
- Key Laboratory of Crop Physiology and Molecular Biology, Ministry of Education, Hunan Agricultural University, Changsha 410128, China
| | - Ling Liu
- Hunan Provincial Key Laboratory of Rice Stress Biology, College of Agronomy, Hunan Agricultural University, Changsha 410128, China
- Key Laboratory of Crop Physiology and Molecular Biology, Ministry of Education, Hunan Agricultural University, Changsha 410128, China
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Yang H, Han T, Wu Y, Lyu L, Wu W, Li W. Quality analysis and metabolomic profiling of the effects of exogenous abscisic acid on rabbiteye blueberry. FRONTIERS IN PLANT SCIENCE 2023; 14:1224245. [PMID: 37492772 PMCID: PMC10364122 DOI: 10.3389/fpls.2023.1224245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Accepted: 06/21/2023] [Indexed: 07/27/2023]
Abstract
Blueberry is a characteristic berry fruit shrub of the genus Vaccinium in the Rhododendron family. The fruit is rich in anthocyanins and has a variety of nutritional and health functions. This study aimed to systematically study the effect of exogenous abscisic acid (ABA) application on ripening and metabolites in blueberry fruits. Blueberry fruit ripening was divided into six stages for further analysis. In this study, nontarget metabolomics was performed to demonstrate the effect on metabolite levels. The results showed that 1000 mg/L ABA significantly promoted fruit ripening and increased anthocyanin content. Moreover, exogenous ABA treatment can affect endogenous ABA levels and improve its antioxidant capacity. Important metabolites of the flavonoid pathway were detected, and the results showed that anthocyanin synthesis increased, and some other bioactive metabolite levels decreased. After comprehensive assessments, we believe that 1000 mg/L exogenous ABA application will have positive impacts on blueberry fruit quality and economic benefits.
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Affiliation(s)
- Hao Yang
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Tianyu Han
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing, China
| | - Yaqiong Wu
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
| | - Lianfei Lyu
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
| | - Wenlong Wu
- Institute of Botany, Jiangsu Province and Chinese Academy of Sciences (Nanjing Botanical Garden Mem. Sun Yat-Sen), Jiangsu Key Laboratory for the Research and Utilization of Plant Resources, Nanjing, China
| | - Weilin Li
- Co-Innovation Center for Sustainable Forestry in Southern China, College of Forestry, Nanjing Forestry University, Nanjing, China
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Maserumule M, Rauwane M, Madala NE, Ncube E, Figlan S. Defence-related metabolic changes in wheat ( Triticum aestivum L.) seedlings in response to infection by Puccinia graminis f. sp. tritici. FRONTIERS IN PLANT SCIENCE 2023; 14:1166813. [PMID: 37377801 PMCID: PMC10292758 DOI: 10.3389/fpls.2023.1166813] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 05/16/2023] [Indexed: 06/29/2023]
Abstract
Stem rust caused by the pathogen Puccinia graminis f. sp. tritici is a destructive fungal disease-causing major grain yield losses in wheat. Therefore, understanding the plant defence regulation and function in response to the pathogen attack is required. As such, an untargeted LC-MS-based metabolomics approach was employed as a tool to dissect and understand the biochemical responses of Koonap (resistant) and Morocco (susceptible) wheat varieties infected with two different races of P. graminis (2SA88 [TTKSF] and 2SA107 [PTKST]). Data was generated from the infected and non-infected control plants harvested at 14- and 21- days post-inoculation (dpi), with 3 biological replicates per sample under a controlled environment. Chemo-metric tools such as principal component analysis (PCA), orthogonal projection to latent structures-discriminant analysis (OPLS-DA) were used to highlight the metabolic changes using LC-MS data of the methanolic extracts generated from the two wheat varieties. Molecular networking in Global Natural Product Social (GNPS) was further used to analyse biological networks between the perturbed metabolites. PCA and OPLS-DA analysis showed cluster separations between the varieties, infection races and the time-points. Distinct biochemical changes were also observed between the races and time-points. Metabolites were identified and classified using base peak intensities (BPI) and single ion extracted chromatograms from samples, and the most affected metabolites included flavonoids, carboxylic acids and alkaloids. Network analysis also showed high expression of metabolites from thiamine and glyoxylate, such as flavonoid glycosides, suggesting multi-faceted defence response strategy by understudied wheat varieties towards P. graminis pathogen infection. Overall, the study provided the insights of the biochemical changes in the expression of wheat metabolites in response to stem rust infection.
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Affiliation(s)
- Mercy Maserumule
- Department of Agriculture and Animal Health, School of Agriculture and Life Sciences, College of Agriculture and Environmental Sciences, University of South Africa, Roodepoort, South Africa
| | - Molemi Rauwane
- Department of Agriculture and Animal Health, School of Agriculture and Life Sciences, College of Agriculture and Environmental Sciences, University of South Africa, Roodepoort, South Africa
- Department of Botany, Nelson Mandela University, South Campus, Port Elizabeth, South Africa
| | - Ntakadzeni E. Madala
- Department of Biochemistry and Microbiology, Faculty of Sciences, Agriculture and Engineering, University of Venda, Thohoyandou, Limpopo, South Africa
| | - Efficient Ncube
- Department of Agriculture and Animal Health, School of Agriculture and Life Sciences, College of Agriculture and Environmental Sciences, University of South Africa, Roodepoort, South Africa
| | - Sandiswa Figlan
- Department of Agriculture and Animal Health, School of Agriculture and Life Sciences, College of Agriculture and Environmental Sciences, University of South Africa, Roodepoort, South Africa
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Luo D, Lu H, Wang C, Mubeen S, Cao S, Yue J, Pan J, Wu X, Wu Q, Zhang H, Chen C, Rehman M, Li R, Chen P. Physiological and DNA methylation analysis provides epigenetic insights into kenaf cadmium tolerance heterosis. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2023; 331:111663. [PMID: 36841339 DOI: 10.1016/j.plantsci.2023.111663] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Revised: 02/19/2023] [Accepted: 02/20/2023] [Indexed: 06/18/2023]
Abstract
Soil heavy metal pollution is one of the most challenging problems. Kenaf is an important natural fiber crop with strong heterosis and a higher tolerance to heavy metals. However, little is known about the molecular mechanisms of kenaf heavy metal tolerance, especially the mechanism of genomic DNA methylation regulating heterosis. In this study, kenaf cultivars CP085, CP089, and their hybrid F1 seedlings were subjected to 300 µM cadmium stress and found obvious heterosis of cadmium resistance in morphology and antioxidant enzyme activity of F1 hybrid seedlings. Through methylation-sensitive amplification polymorphism (MSAP) analysis, we highlighted that the total DNA methylation level under cadmium decreased by 16.9 % in F1 and increased by 14.0 % and 3.0 % in parents CP085 and CP089, respectively. The hypomethylation rate was highest (21.84 %), but hypermethylation was lowest (17.24 %) in F1 compared to parent cultivars. In particular, principal coordinates analysis (PCoA) indicates a significant epigenetic differentiation between F1 and its parents under cadmium. Furthermore, 21 differentially methylated DNA fragments (DMFs) were analyzed. Especially, the expression of NPF2.7, NADP-ME, NAC71, TPP-D, LRR-RLKs, and DHX51 genes were changed due to cadmium stress and related to cytosine methylation regulation. Finally, the knocked-down of the differentially methylated gene NPF2.7 by virus-induced gene silencing (VIGS) resulted in increased sensitivity of kenaf seedlings under cadmium stress. It is speculated that low DNA methylation levels can regulate gene expression that led to the heterosis of cadmium tolerance in kenaf.
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Affiliation(s)
- Dengjie Luo
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Hai Lu
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Caijin Wang
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Samavia Mubeen
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Shan Cao
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Jiao Yue
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Jiao Pan
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Xia Wu
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Qijing Wu
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Hui Zhang
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Canni Chen
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Muzammal Rehman
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China
| | - Ru Li
- College of Life Science and Technology, Guangxi University, Nanning 530004, China
| | - Peng Chen
- Guangxi Key Laboratory of Agro-environment and Agric-products safety, Key Laboratory of Plant Genetics and Breeding, College of Agriculture, Guangxi University, Nanning 530004, China.
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Liu H, Si X, Wang Z, Cao L, Gao L, Zhou X, Wang W, Wang K, Jiao C, Zhuang L, Liu Y, Hou J, Li T, Hao C, Guo W, Liu J, Zhang X. TaTPP-7A positively feedback regulates grain filling and wheat grain yield through T6P-SnRK1 signalling pathway and sugar-ABA interaction. PLANT BIOTECHNOLOGY JOURNAL 2023; 21:1159-1175. [PMID: 36752567 DOI: 10.1111/pbi.14025] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 01/26/2023] [Accepted: 01/30/2023] [Indexed: 05/27/2023]
Abstract
Grain size and filling are two key determinants of grain thousand-kernel weight (TKW) and crop yield, therefore they have undergone strong selection since cereal was domesticated. Genetic dissection of the two traits will improve yield potential in crops. A quantitative trait locus significantly associated with wheat grain TKW was detected on chromosome 7AS flanked by a simple sequence repeat marker of Wmc17 in Chinese wheat 262 mini-core collection by genome-wide association study. Combined with the bulked segregant RNA-sequencing (BSR-seq) analysis of an F2 genetic segregation population with extremely different TKW traits, a candidate trehalose-6-phosphate phosphatase gene located at 135.0 Mb (CS V1.0), designated as TaTPP-7A, was identified. This gene was specifically expressed in developing grains and strongly influenced grain filling and size. Overexpression (OE) of TaTPP-7A in wheat enhanced grain TKW and wheat yield greatly. Detailed analysis revealed that OE of TaTPP-7A significantly increased the expression levels of starch synthesis- and senescence-related genes involved in abscisic acid (ABA) and ethylene pathways. Moreover, most of the sucrose metabolism and starch regulation-related genes were potentially regulated by SnRK1. In addition, TaTPP-7A is a crucial domestication- and breeding-targeted gene and it feedback regulates sucrose lysis, flux, and utilization in the grain endosperm mainly through the T6P-SnRK1 pathway and sugar-ABA interaction. Thus, we confirmed the T6P signalling pathway as the central regulatory system for sucrose allocation and source-sink interactions in wheat grains and propose that the trehalose pathway components have great potential to increase yields in cereal crops.
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Affiliation(s)
- Hongxia Liu
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Xuemei Si
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Zhenyu Wang
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Liangjing Cao
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Lifeng Gao
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Xiaolong Zhou
- Beijing Biomics Biotechnology Company limited, Beijing, China
| | - Wenxi Wang
- Frontiers Science Center for Molecular Design Breeding, China Agricultural University, Beijing, China
| | - Ke Wang
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Chengzhi Jiao
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Lei Zhuang
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Yunchuan Liu
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Jian Hou
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Tian Li
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Chenyang Hao
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Weilong Guo
- Frontiers Science Center for Molecular Design Breeding, China Agricultural University, Beijing, China
| | - Jun Liu
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
| | - Xueyong Zhang
- National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences (CAAS), Beijing, China
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Han W, Wang Y, Li H, Diao S, Suo Y, Li T, Sun P, Li F, Fu J. Transcriptome and Metabolome Reveal Distinct Sugar Accumulation Pattern between PCNA and PCA Mature Persimmon Fruit. Int J Mol Sci 2023; 24:ijms24108599. [PMID: 37239943 DOI: 10.3390/ijms24108599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 04/28/2023] [Accepted: 05/09/2023] [Indexed: 05/28/2023] Open
Abstract
Persimmon (Diospyros kaki) fruit have significant variation between pollination-constant non-astringent (PCNA) and pollination-constant astringent (PCA) persimmons. The astringency type affects not only the soluble tannin concentration but also the accumulation of individual sugars. Thus, we comprehensively investigate the gene expression and metabolite profiles of individual sugars to resolve the formation of flavor differences in PCNA and PCA persimmon fruit. The results showed that soluble sugar, starch content, sucrose synthase, and sucrose invertase were significantly different between PCNA and PCA persimmon fruit. The sucrose and starch metabolism pathway was considerably enriched, and six sugar metabolites involving this pathway were significantly differentially accumulated. In addition, the expression patterns of diferentially expressed genes (such as bglX, eglC, Cel, TPS, SUS, and TREH genes) were significantly correlated with the content of deferentially accumulated metabolites (such as starch, sucrose, and trehalose) in the sucrose and starch metabolism pathway. These results indicated that the sucrose and starch metabolism pathway maintained a central position of sugar metabolism between PCNA and PCA persimmon fruit. Our results provide a theoretical basis for exploring functional genes related to sugar metabolism and provide useful resources for future studies on the flavor differences between PCNA and PCA persimmon fruit.
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Affiliation(s)
- Weijuan Han
- Research Institute of Non-Timber Forestry, Chinese Academy of Forestry, Zhengzhou 450003, China
| | - Yiru Wang
- Research Institute of Non-Timber Forestry, Chinese Academy of Forestry, Zhengzhou 450003, China
| | - Huawei Li
- Research Institute of Non-Timber Forestry, Chinese Academy of Forestry, Zhengzhou 450003, China
| | - Songfeng Diao
- Research Institute of Non-Timber Forestry, Chinese Academy of Forestry, Zhengzhou 450003, China
| | - Yujing Suo
- Research Institute of Non-Timber Forestry, Chinese Academy of Forestry, Zhengzhou 450003, China
| | - Taishan Li
- Research Institute of Non-Timber Forestry, Chinese Academy of Forestry, Zhengzhou 450003, China
| | - Peng Sun
- Research Institute of Non-Timber Forestry, Chinese Academy of Forestry, Zhengzhou 450003, China
| | - Fangdong Li
- Research Institute of Non-Timber Forestry, Chinese Academy of Forestry, Zhengzhou 450003, China
| | - Jianmin Fu
- Research Institute of Non-Timber Forestry, Chinese Academy of Forestry, Zhengzhou 450003, China
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38
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Avidan O, Moraes TA, Mengin V, Feil R, Rolland F, Stitt M, Lunn JE. In vivo protein kinase activity of SnRK1 fluctuates in Arabidopsis rosettes during light-dark cycles. PLANT PHYSIOLOGY 2023; 192:387-408. [PMID: 36725081 PMCID: PMC10152665 DOI: 10.1093/plphys/kiad066] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 12/12/2022] [Accepted: 01/09/2023] [Indexed: 05/03/2023]
Abstract
Sucrose-nonfermenting 1 (SNF1)-related kinase 1 (SnRK1) is a central hub in carbon and energy signaling in plants, and is orthologous with SNF1 in yeast and the AMP-activated protein kinase (AMPK) in animals. Previous studies of SnRK1 relied on in vitro activity assays or monitoring of putative marker gene expression. Neither approach gives unambiguous information about in vivo SnRK1 activity. We have monitored in vivo SnRK1 activity using Arabidopsis (Arabidopsis thaliana) reporter lines that express a chimeric polypeptide with an SNF1/SnRK1/AMPK-specific phosphorylation site. We investigated responses during an equinoctial diel cycle and after perturbing this cycle. As expected, in vivo SnRK1 activity rose toward the end of the night and rose even further when the night was extended. Unexpectedly, although sugars rose after dawn, SnRK1 activity did not decline until about 12 h into the light period. The sucrose signal metabolite, trehalose 6-phosphate (Tre6P), has been shown to inhibit SnRK1 in vitro. We introduced the SnRK1 reporter into lines that harbored an inducible trehalose-6-phosphate synthase construct. Elevated Tre6P decreased in vivo SnRK1 activity in the light period, but not at the end of the night. Reporter polypeptide phosphorylation was sometimes negatively correlated with Tre6P, but a stronger and more widespread negative correlation was observed with glucose-6-phosphate. We propose that SnRK1 operates within a network that controls carbon utilization and maintains diel sugar homeostasis, that SnRK1 activity is regulated in a context-dependent manner by Tre6P, probably interacting with further inputs including hexose phosphates and the circadian clock, and that SnRK1 signaling is modulated by factors that act downstream of SnRK1.
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Affiliation(s)
- Omri Avidan
- Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - Thiago A Moraes
- Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - Virginie Mengin
- Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - Regina Feil
- Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - Filip Rolland
- Laboratory of Molecular Plant Biology, KU Leuven, B-3001 Leuven, Belgium
- KU Leuven Plant Institute (LPI), B-3001 Leuven, Belgium
| | - Mark Stitt
- Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
| | - John E Lunn
- Metabolic Networks, Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476 Potsdam-Golm, Germany
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Mori IC, Matsuura T, Otao M, Ooi L, Nishimura Y, Hirayama T. Application of Trehalose Mitigates Short-Styled Flowers in Solanaceous Crops. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2023; 71:5476-5482. [PMID: 37011406 PMCID: PMC10103160 DOI: 10.1021/acs.jafc.2c08479] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 01/28/2023] [Accepted: 01/30/2023] [Indexed: 06/19/2023]
Abstract
Trehalose is a disaccharide and is often foliar applied by farmers aiming at increasing stress resistance or crop production. However, the physiological effect of exogenously applied trehalose on crops remains obscure. Here, we explored the effect of foliar trehalose application on style length of solanaceous crops, Solanum melongena and S. lycopersicum. Trehalose application promotes pistil to stamen ratio by gaining style length. Another disaccharide consisting of two glucose molecules, maltose, showed the same effect on style length of S. lycopersicum, while monosaccharide glucose did not. Trehalose is found to affect style length through uptake via roots or interaction with rhizosphere but not through absorption by shoots in S. lycopersicum. Our study suggests that yield improvement of solanaceous crops by trehalose application under stressed conditions is brought about by suppression of the occurrence of short-styled flowers. This study suggests that trehalose holds potential to act as a plant biostimulant in preventing short-styled flowers in solanaceous crops.
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Affiliation(s)
- Izumi C. Mori
- Institute
of Plant Science and Resources, Okayama
University, Kurashiki 710-0046, Japan
| | - Takakazu Matsuura
- Institute
of Plant Science and Resources, Okayama
University, Kurashiki 710-0046, Japan
| | - Masahiro Otao
- Research
Department, Hayashibara Co., Ltd., 675-1 Fujisaki, Naka-ku, Okayama 702-8006, Japan
| | - Lia Ooi
- Research
Department, Hayashibara Co., Ltd., 675-1 Fujisaki, Naka-ku, Okayama 702-8006, Japan
| | - Yasuyo Nishimura
- Faculty
of Agriculture and Marine Science, Kochi
University, Nankoku 783-8502, Japan
| | - Takashi Hirayama
- Institute
of Plant Science and Resources, Okayama
University, Kurashiki 710-0046, Japan
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Wang X, Wang M, Huang Y, Zhu P, Qian G, Zhang Y, Liu Y, Zhou J, Li L. Genome-Wide Identification and Analysis of Stress Response of Trehalose-6-Phosphate Synthase and Trehalose-6-Phosphate Phosphatase Genes in Quinoa. Int J Mol Sci 2023; 24:ijms24086950. [PMID: 37108114 PMCID: PMC10138372 DOI: 10.3390/ijms24086950] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 04/03/2023] [Accepted: 04/06/2023] [Indexed: 04/29/2023] Open
Abstract
Saline-alkali stress seriously affects the yield and quality of crops, threatening food security and ecological security. Improving saline-alkali land and increasing effective cultivated land are conducive to sustainable agricultural development. Trehalose, a nonreducing disaccharide, is closely related to plant growth and development and stress response. Trehalose 6-phosphate synthase (TPS) and trehalose-6-phosphate phosphatase (TPP) are key enzymes catalyzing trehalose biosynthesis. To elucidate the effects of long-term saline-alkali stress on trehalose synthesis and metabolism, we conducted an integrated transcriptome and metabolome analysis. As a result, 13 TPS and 11 TPP genes were identified in quinoa (Chenopodium quinoa Willd.) and were named CqTPS1-13 and CqTPP1-11 according to the order of their Gene IDs. Through phylogenetic analysis, the CqTPS family is divided into two classes, and the CqTPP family is divided into three classes. Analyses of physicochemical properties, gene structures, conservative domains and motifs in the proteins, and cis-regulatory elements, as well as evolutionary relationships, indicate that the TPS and TPP family characteristics are highly conserved in quinoa. Transcriptome and metabolome analyses of the sucrose and starch metabolism pathway in leaves undergoing saline-alkali stress indicate that CqTPP and Class II CqTPS genes are involved in the stress response. Moreover, the accumulation of some metabolites and the expression of many regulatory genes in the trehalose biosynthesis pathway changed significantly, suggesting the metabolic process is important for the saline-alkali stress response in quinoa.
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Affiliation(s)
- Xiaoting Wang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China
| | - Mingyu Wang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China
| | - Yongshun Huang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China
| | - Peng Zhu
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China
| | - Guangtao Qian
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China
| | - Yiming Zhang
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China
| | - Yuqi Liu
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China
| | - Jingwen Zhou
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China
| | - Lixin Li
- Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Sciences, Northeast Forestry University, Harbin 150040, China
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Zhang M, Sun Y, Di P, Han M, Yang L. Combining Metabolomics and Transcriptomics to Reveal the Regulatory Mechanism of Taproot Enlargement in Panax ginseng. Int J Mol Sci 2023; 24:5590. [PMID: 36982666 PMCID: PMC10058914 DOI: 10.3390/ijms24065590] [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: 02/22/2023] [Revised: 03/11/2023] [Accepted: 03/13/2023] [Indexed: 03/17/2023] Open
Abstract
Ginseng is regarded as the "king of herbs" in China, with its roots and rhizomes used as medicine, and it has a high medicinal value. In order to meet the market demand, the artificial cultivation of ginseng emerged, but different growth environments significantly affect the root morphology of garden ginseng. In this study, we used ginseng cultivated in deforested land (CF-CG) and ginseng cultivated in farmland (F-CG) as experimental materials. These two phenotypes were explored at the transcriptomic and metabolomic levels so as to understand the regulatory mechanism of taproot enlargement in garden ginseng. The results show that, compared with those of F-CG, the thickness of the main roots in CF-CG was increased by 70.5%, and the fresh weight of the taproots was increased by 305.4%. Sucrose, fructose and ginsenoside were significantly accumulated in CF-CG. During the enlargement of the taproots of CF-CG, genes related to starch and sucrose metabolism were significantly up-regulated, while genes related to lignin biosynthesis were significantly down-regulated. Auxin, gibberellin and abscisic acid synergistically regulated the enlargement of the taproots of the garden ginseng. In addition, as a sugar signaling molecule, T6P might act on the auxin synthesis gene ALDH2 to promote the synthesis of auxin and, thus, participate in the growth and development of garden ginseng roots. In summary, our study is conducive to clarifying the molecular regulation mechanism of taproot enlargement in garden ginseng, and it provides new insights for the further exploration of the morphogenesis of ginseng roots.
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Affiliation(s)
| | | | | | - Mei Han
- Co-Constructing Key Laboratory by Province and the Ministry of Science and Technology of Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Material, Jilin Agricultural University, Changchun 130118, China; (M.Z.)
| | - Limin Yang
- Co-Constructing Key Laboratory by Province and the Ministry of Science and Technology of Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Material, Jilin Agricultural University, Changchun 130118, China; (M.Z.)
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Benkeblia N. Gas chromatography-mass spectrometry and liquid chromatography-mass spectrometry metabolomics platforms: Tools for plant oligosaccharides analysis. CARBOHYDRATE POLYMER TECHNOLOGIES AND APPLICATIONS 2023. [DOI: 10.1016/j.carpta.2023.100304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/02/2023] Open
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43
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Lu S, Chen Y, Wang S, Han B, Zhao C, Xue P, Zhang Y, Fang H, Wang B, Cao Y. Combined metabolomic and transcriptomic analysis reveals key components of OsCIPK17 overexpression improves drought tolerance in rice. FRONTIERS IN PLANT SCIENCE 2023; 13:1043757. [PMID: 36699859 PMCID: PMC9868928 DOI: 10.3389/fpls.2022.1043757] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 12/20/2022] [Indexed: 06/17/2023]
Abstract
Oryza Sativa is one of the most important food crops in China, which is easily affected by drought during its growth and development. As a member of the calcium signaling pathway, CBL-interacting protein kinase (CIPK) plays an important role in plant growth and development as well as environmental stress. However, there is no report on the function and mechanism of OsCIPK17 in rice drought resistance. We combined transcriptional and metabonomic analysis to clarify the specific mechanism of OsCIPK17 in response to rice drought tolerance. The results showed that OsCIPK17 improved drought resistance of rice by regulating deep roots under drought stress; Response to drought by regulating the energy metabolism pathway and controlling the accumulation of citric acid in the tricarboxylic acid (TCA) cycle; Our exogenous experiments also proved that OsCIPK17 responds to citric acid, and this process involves the auxin metabolism pathway; Exogenous citric acid can improve the drought resistance of overexpression plants. Our research reveals that OsCIPK17 positively regulates rice drought resistance and participates in the accumulation of citric acid in the TCA cycle, providing new insights for rice drought resistance.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Baohua Wang
- *Correspondence: Baohua Wang, ; Yunying Cao,
| | - Yunying Cao
- *Correspondence: Baohua Wang, ; Yunying Cao,
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Kong L, Liu J, Zhang W, Li X, Zhang Y, Chen X, Zhan Z, Piao Z. Genome-Wide Identification and Characterization of the Trehalose-6-Phosphate Synthetase Gene Family in Chinese Cabbage ( Brassica rapa) and Plasmodiophora brassicae during Their Interaction. Int J Mol Sci 2023; 24:929. [PMID: 36674458 PMCID: PMC9864397 DOI: 10.3390/ijms24020929] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 11/28/2022] [Accepted: 12/31/2022] [Indexed: 01/06/2023] Open
Abstract
Trehalose is a nonreducing disaccharide that is widely distributed in various organisms. Trehalose-6-phosphate synthase (TPS) is a critical enzyme responsible for the biosynthesis of trehalose, which serves important functions in growth and development, defense, and stress resistance. Although previous studies have found that the clubroot pathogen Plasmodiophora brassicae can lead to the accumulation of trehalose in infected Arabidopsis organs, it has been proposed that much of the accumulated trehalose is derived from the pathogen. At present, there is very little evidence to verify this view. In this study, a comprehensive analysis of the TPS gene family was conducted in Brassica rapa and Plasmodiophora brassicae. A total of 14 Brassica rapa TPS genes (BrTPSs) and 3 P. brassicae TPS genes (PbTPSs) were identified, and the evolutionary characteristics, functional classification, and expression patterns were analyzed. Fourteen BrTPS genes were classified into two distinct classes according to phylogeny and gene structure. Three PbTPSs showed no significant differences in gene structure and protein conserved motifs. However, evolutionary analysis showed that the PbTPS2 gene failed to cluster with PbTPS1 and PbTPS3. Furthermore, cis-acting elements related to growth and development, defense and stress responsiveness, and hormone responsiveness were predicted in the promoter region of the BrTPS genes. Expression analysis of most BrTPS genes at five stages after P. brassicae interaction found no significant induction. Instead, the expression of the PbTPS genes of P. brassicae was upregulated, which was consistent with the period of trehalose accumulation. This study deepens our understanding of the function and evolution of BrTPSs and PbTPSs. Simultaneously, clarifying the biosynthesis of trehalose in the interaction between Brassica rapa and P. brassicae is also of great significance.
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Affiliation(s)
| | | | | | | | | | | | - Zongxiang Zhan
- Molecular Biology of Vegetable Laboratory, College of Horticulture, Shenyang Agricultural University, Shenyang 110866, China
| | - Zhongyun Piao
- Molecular Biology of Vegetable Laboratory, College of Horticulture, Shenyang Agricultural University, Shenyang 110866, China
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Figueiredo J, Santos RB, Guerra-Guimarães L, Leclercq CC, Renaut J, Malhó R, Figueiredo A. An in-planta comparative study of Plasmopara viticola proteome reveals different infection strategies towards susceptible and Rpv3-mediated resistance hosts. Sci Rep 2022; 12:20794. [PMID: 36456634 PMCID: PMC9715676 DOI: 10.1038/s41598-022-25164-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Accepted: 11/25/2022] [Indexed: 12/03/2022] Open
Abstract
Plasmopara viticola, an obligate biotrophic oomycete, is the causal agent of one of the most harmful grapevine diseases, downy mildew. Within this pathosystem, much information is gathered on the host, as characterization of pathogenicity and infection strategy of a biotrophic pathogen is quite challenging. Molecular insights into P. viticola development and pathogenicity are just beginning to be uncovered, mainly by transcriptomic studies. Plasmopara viticola proteome and secretome were only predicted based on transcriptome data. In this study, we have identified the in-planta proteome of P. viticola during infection of a susceptible ('Trincadeira') and a Rpv3-mediated resistance ('Regent') grapevine cultivar. Four hundred and twenty P. viticola proteins were identified on a label-free mass spectrometry-based approach of the apoplastic fluid of grapevine leaves. Overall, our study suggests that, in the compatible interaction, P. viticola manipulates salicylic-acid pathway and isoprenoid biosynthesis to enhance plant colonization. Furthermore, during the incompatible interaction, development-associated proteins increased while oxidoreductases protect P. viticola from ROS-associated plant defence mechanism. Up to our knowledge this is the first in-planta proteome characterization of this biotrophic pathogen, thus this study will open new insights into our understanding of this pathogen colonization strategy of both susceptible and Rpv3-mediated resistance grapevine genotypes.
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Affiliation(s)
- Joana Figueiredo
- Grapevine Pathogen Systems Lab, Plant Biology Department, BioISI - Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016, Lisboa, Portugal.
- Plant Biology Department, BioISI - Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016, Lisboa, Portugal.
| | - Rita B Santos
- Grapevine Pathogen Systems Lab, Plant Biology Department, BioISI - Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016, Lisboa, Portugal
- Plant Biology Department, BioISI - Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016, Lisboa, Portugal
| | - Leonor Guerra-Guimarães
- CIFC - Centro de Investigação das Ferrugens Do Cafeeiro, Instituto Superior de Agronomia, Universidade de Lisboa, 1349-017, Lisboa, Portugal
- LEAF - Linking Landscape, Environment, Agriculture and Food & Associated Laboratory TERRA, Instituto Superior de Agronomia, Universidade de Lisboa, 1349-017, Lisboa, Portugal
| | - Céline C Leclercq
- Environmental Research and Innovation Department, Luxembourg Institute of Science and Technology, 4362, Esch-Sur-Alzette, Luxembourg
| | - Jenny Renaut
- Environmental Research and Innovation Department, Luxembourg Institute of Science and Technology, 4362, Esch-Sur-Alzette, Luxembourg
| | - Rui Malhó
- Plant Biology Department, BioISI - Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016, Lisboa, Portugal
| | - Andreia Figueiredo
- Grapevine Pathogen Systems Lab, Plant Biology Department, BioISI - Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016, Lisboa, Portugal
- Plant Biology Department, BioISI - Biosystems & Integrative Sciences Institute, Faculty of Sciences, University of Lisbon, 1749-016, Lisboa, Portugal
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Zhang Y, Dong W, Zhao C, Ma H. Comparative transcriptome analysis of resistant and susceptible Kentucky bluegrass varieties in response to powdery mildew infection. BMC PLANT BIOLOGY 2022; 22:509. [PMID: 36319971 PMCID: PMC9628184 DOI: 10.1186/s12870-022-03883-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 09/29/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Poa pratensis is one of the most common cold-season turfgrasses used for urban turf building, and it is also widely used in ecological environment management worldwide. Powdery mildew is a common disease of P. pratensis. To scientifically and ecologically control lawn powdery mildew, the molecular mechanism underlying the response of P. pratensis to powdery mildew infection must better understood. RESULTS To explore molecular mechanism underlying the response of P. pratensis to powdery mildew infection, this study compared physiological changes and transcriptomic level differences between the highly resistant variety 'BlackJack' and the extremely susceptible variety 'EverGlade' under powdery mildew infection conditions. We analyzed DEGs using reference canonical pathways in the Kyoto Encyclopedia of Genes and Genomes (KEGG) database, and the results showed that "starch and sucrose metabolism", "photosynthesis" and "fatty acid metabolism"pathways were only enriched in 'BlackJack', and the expression of DEGs such as HXK, INV, GS, SS, AGpase and β-amylase in "starch and sucrose metabolism" pathway of 'BlackJack' were closely related to powdery mildew resistance. Meanwhile, compared with 'EverGlade', powdery mildew infection promoted synthesis of sucrose, expression of photosynthesis parameters and photosynthesis-related enzymes in leaves of 'BlackJack' and decreased accumulation of monosaccharides such as glucose and fructose. CONCLUSIONS This study identified the key metabolic pathways of a P. pratensis variety with high resistance to powdery mildew infection and explored the differences in physiological characteristics and key genes related to sugar metabolism pathways under powdery mildew stress. These findings provide important insights for studying underlying molecular response mechanism.
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Affiliation(s)
- Yujuan Zhang
- Key Laboratory of Grassland Ecosystem of Ministry of Education, College of Grassland Science, Gansu Agricultural University, Lanzhou, 730070, China
| | - Wenke Dong
- Key Laboratory of Grassland Ecosystem of Ministry of Education, College of Grassland Science, Gansu Agricultural University, Lanzhou, 730070, China.
| | - Chunxu Zhao
- Key Laboratory of Grassland Ecosystem of Ministry of Education, College of Grassland Science, Gansu Agricultural University, Lanzhou, 730070, China
| | - Huiling Ma
- Key Laboratory of Grassland Ecosystem of Ministry of Education, College of Grassland Science, Gansu Agricultural University, Lanzhou, 730070, China
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Zhu A, Li J, Fu W, Wang W, Tao L, Fu G, Chen T, Feng B. Abscisic Acid Improves Rice Thermo-Tolerance by Affecting Trehalose Metabolism. Int J Mol Sci 2022; 23:ijms231810615. [PMID: 36142525 PMCID: PMC9506140 DOI: 10.3390/ijms231810615] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 09/08/2022] [Accepted: 09/09/2022] [Indexed: 11/16/2022] Open
Abstract
Heat stress that occurs during the flowering stage severely decreases the rice (Oryza sativa L.) seed-setting rate. This damage can be reversed by abscisic acid (ABA), through effects on reactive oxygen species, carbohydrate metabolism, and heat shock proteins, but the exact role of trehalose and ATP in this process remains unclear. Two rice genotypes, namely, Zhefu802 (heat-resistant plant, a recurrent parent) and its near-isogenic line (faded green leaf, Fgl, heat-sensitive plant), were subjected to 38 °C heat stress after being sprayed with ABA or its biosynthetic inhibitor, fluridone (Flu), at the flowering stage. The results showed that exogenous ABA significantly increased the seed-setting rate of rice under heat stress, by 14.31 and 22.40% in Zhefu802 and Fgl, respectively, when compared with the H2O treatment. Similarly, exogenous ABA increased trehalose content, key enzyme activities of trehalose metabolism, ATP content, and F1Fo-ATPase activity. Importantly, the opposite results were observed in plants treated with Flu. Therefore, ABA may improve rice thermo-tolerance by affecting trehalose metabolism and ATP consumption.
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Affiliation(s)
- Aike Zhu
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, China
- Nanchong Academy of Agricultural Sciences, Nanchong 637000, China
| | - Juncai Li
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, China
- Agronomy College, Jilin Agricultural University, Changchun 130118, China
| | - Weimeng Fu
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, China
| | - Wenting Wang
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, China
| | - Longxing Tao
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, China
| | - Guanfu Fu
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, China
| | - Tingting Chen
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, China
- Correspondence: (T.C.); (B.F.); Tel.: +86-571-63370264 (T.C.); +86-571-63370370 (B.F.); Fax: +86-571-63370358 (T.C. & B.F.)
| | - Baohua Feng
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou 310006, China
- Correspondence: (T.C.); (B.F.); Tel.: +86-571-63370264 (T.C.); +86-571-63370370 (B.F.); Fax: +86-571-63370358 (T.C. & B.F.)
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Ren H, Xu Y, Lixie H, Kuang J, Wang Y, Jin Q. Integrated Transcriptome and Targeted Metabolite Analysis Reveal miRNA-mRNA Networks in Low-Light-Induced Lotus Flower Bud Abortion. Int J Mol Sci 2022; 23:9925. [PMID: 36077323 PMCID: PMC9456346 DOI: 10.3390/ijms23179925] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/21/2022] [Accepted: 08/23/2022] [Indexed: 11/16/2022] Open
Abstract
Most Nelumbo nucifera (lotus) flower buds were aborted during the growing season, notably in low-light environments. How lotus produces so many aborted flower buds is largely unknown. An integrated transcriptome and targeted metabolite analysis was performed to reveal the genetic regulatory networks underlying lotus flower bud abortion. A total of 233 miRNAs and 25,351 genes were identified in lotus flower buds, including 68 novel miRNAs and 1108 novel genes. Further enrichment analysis indicated that sugar signaling plays a potential central role in regulating lotus flower bud abortion. Targeted metabolite analysis showed that trehalose levels declined the most in the aborting flower buds. A potential regulatory network centered on miR156 governs lotus flower bud abortion, involving multiple miRNA-mRNA pairs related to cell integrity, cell proliferation and expansion, and DNA repair. Genetic analysis showed that miRNA156-5p-overexpressing lotus showed aggravated flower bud abortion phenotypes. Trehalose-6-P synthase 1 (TPS1), which is required for trehalose synthase, had a negative regulatory effect on miR156 expression. TPS1-overexpression lotus showed significantly decreased flower bud abortion rates both in normal-light and low-light environments. Our study establishes a possible genetic basis for how lotus produces so many aborted flower buds, facilitating genetic improvement of lotus' shade tolerance.
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Affiliation(s)
| | | | | | | | | | - Qijiang Jin
- Key Laboratory of Landscaping, Ministry of Agriculture and Rural Affairs, Key Laboratory of Biology of Ornamental Plants in East China, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
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Actinomucor elegans and Podospora bulbillosa Positively Improves Endurance to Water Deficit and Salinity Stresses in Tomato Plants. J Fungi (Basel) 2022; 8:jof8080785. [PMID: 36012774 PMCID: PMC9409863 DOI: 10.3390/jof8080785] [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: 06/23/2022] [Revised: 07/22/2022] [Accepted: 07/23/2022] [Indexed: 12/07/2022] Open
Abstract
Fungal strains isolated from the rhizosphere of healthy Solanum lycopersicum were examined to mitigate symptoms of drought and salinity stresses. The fungal strains were identified as Actinomucor elegans and Podospora bulbillosa based on their DNA sequencing and morphological analysis. Additionally, the fungal strains were assayed for a number of plant growth promoting traits and abiotic stresses on solid media. Moreover, a greenhouse experiment was conducted and tomato seedlings were treated with 25% PEG or 1.5% NaCl for 12 days, and the impact of plant growth promoting fungi (PGPF) on tomato seedling performance under these conditions was examined. PGPF application raised the survival of the stressed tomato plants, which was evidenced by higher physiological and biochemical processes. The PGPF-inoculated plants exhibited higher chlorophyll, carotenoid, protein, amino acid, antioxidant activities, salicylic acid, glucose, fructose, and sucrose contents, and showed lower hydrogen peroxide, and lipid metabolism relative to control plants under stress. Analysis using gene expression showed enhanced expression of SlF3H gene and reduced expression of SlNCED1, SlDEAD31, SlbZIP38, and SlGRAS10 genes following PGPFs application. Overall, the outcomes of this study elucidate the function of these fungal strains and present candidates with potential implementation as biofertilizers and in promoting plant stress endurance.
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Liu S, Long J, Zhang L, Gao J, Dong T, Wang Y, Peng C. Arabidopsis sucrose transporter 4 (AtSUC4) is involved in high sucrose-mediated inhibition of root elongation. BIOTECHNOL BIOTEC EQ 2022. [DOI: 10.1080/13102818.2022.2101942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
Affiliation(s)
- Siwen Liu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, PR China
| | - Jianmei Long
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, PR China
| | - Liding Zhang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, PR China
| | - Jiayu Gao
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, PR China
| | - Tiantian Dong
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, PR China
| | - Ying Wang
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, PR China
| | - Changcao Peng
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, South China Agricultural University, Guangzhou, PR China
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, PR China
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