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Chen Y, Deng M, Huang Q, Liu G, Zhang J. SmDREB A1-10 Is Required for SmTTF30-Mediated Hypoxia Stress Tolerance in Salix matsudana. PLANT, CELL & ENVIRONMENT 2025; 48:4415-4429. [PMID: 39991813 DOI: 10.1111/pce.15442] [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: 07/13/2024] [Revised: 12/27/2024] [Accepted: 02/13/2025] [Indexed: 02/25/2025]
Abstract
Frequent flooding events induced by extreme weather significantly threaten plant growth and productivity. Salix matsudana, a willow species, demonstrates exceptional tolerance to hypoxia and submergence stress, providing an ideal model for exploring underlying molecular mechanisms. This study highlights the roles of two transcriptional factors and their interplay in enhancing hypoxia and submergence stress resilience in Salix matsudana. SmTTF30, a GT-1 trihelix transcription factor, is specifically induced under root hypoxia, with its promoter enriched in hypoxia-responsive elements. Functional analyses reveal that overexpression of SmTTF30 in Arabidopsis thaliana improves submergence tolerance, whereas its downregulation in Salix matsudana results in heightened submergence stress sensitivity. SmDREB A1-10, identified through yeast one-hybrid screening and dual-luciferase assays as an upstream regulator of SmTTF30, directly interacts with its promoter. Overexpression of SmDREB A1-10 in Arabidopsis thaliana also enhances submergence tolerance, similar to SmTTF30. Virus-induced gene silencing (VIGS) experiments confirm that silencing SmDREB A1-10 diminishes SmTTF30 expression and hypoxia-responsive gene activation, exacerbating submergence stress effects. These findings unveil a regulatory cascade involving SmDREB A1-10 and SmTTF30 in submergence stress responses, providing insights into transcriptional networks governing submergence tolerance in trees.
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Affiliation(s)
- Yanhong Chen
- School of Life Sciences, Nantong University, Nantong, China
- Key Laboratory of Landscape Plant Genetics and Breeding, Nantong, China
| | - Mingchao Deng
- School of Life Sciences, Nantong University, Nantong, China
- Key Laboratory of Landscape Plant Genetics and Breeding, Nantong, China
| | - Qianhui Huang
- School of Life Sciences, Nantong University, Nantong, China
- Key Laboratory of Landscape Plant Genetics and Breeding, Nantong, China
| | - Guoyuan Liu
- School of Life Sciences, Nantong University, Nantong, China
- Key Laboratory of Landscape Plant Genetics and Breeding, Nantong, China
| | - Jian Zhang
- School of Life Sciences, Nantong University, Nantong, China
- Key Laboratory of Landscape Plant Genetics and Breeding, Nantong, China
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2
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Jiang W, Liu S, Wang G. Response of endophytic fungi communities with high antioxidant capacity in riparian plants Salix variegate to water flooding. ENVIRONMENTAL MONITORING AND ASSESSMENT 2025; 197:320. [PMID: 39982643 DOI: 10.1007/s10661-025-13740-0] [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: 11/21/2024] [Accepted: 02/04/2025] [Indexed: 02/22/2025]
Abstract
Riparian plants exhibit strong antioxidant capacity due to the constant periodic flooding and the resulted oxidative stress. The aim of this study was to determine whether the endophytes are involved in oxidative stress pathway of the host. In the study, we isolated the endophytic fungi from a shrub of Salix variegate before and after natural flooding, and characterized through taxonomical characterization of 18S ITS sequences. By means of total antioxidant capacity (TAC) method, we assessed the antioxidant activity of all isolates. Under different oxygen supply levels, a total of 115 culturable fungi were obtained from various tissues, grouped into 6 classes and 26 genera, showing abundant biodiversity. Aspergillus spp. and Penicillium spp. constituted the dominant population. However, the endophyte community was significantly affected by flooding stress. The fungi in post-flooding population were more numerous and biodiverse, especially the genus Aspergillus. The dominant genera had relatively higher activity than others whether in means or maxima, especially in the genera of Aspergillus after flooding. Our results indicated that flooding would change the population composition of endophyte strains with high antioxidant activity and enhance the antioxidant capacity of Aspergillus, which maybe conversely participate the oxidative pathway in the host.
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Affiliation(s)
- Wei Jiang
- Urban Vocational College of Sichuan, Chengdu, 610000, People's Republic of China
| | - Shiping Liu
- College of Biology & Pharmacy, China Three Gorges University, Yichang, 443000, People's Republic of China.
| | - Guangxi Wang
- Faculty of Agriculture, Meijo University, Aichi, 468-8502, Japan.
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3
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Ge Q, Zhang Y, Wu J, Wei B, Li S, Nan H, Fang Y, Min Z. Exogenous strigolactone alleviates post-waterlogging stress in grapevine. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2024; 216:109124. [PMID: 39276672 DOI: 10.1016/j.plaphy.2024.109124] [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: 02/17/2024] [Revised: 07/10/2024] [Accepted: 09/10/2024] [Indexed: 09/17/2024]
Abstract
With global climate change, the frequent occurrence of intense rainfall and aggravation of waterlogging disasters have severely threatened the plant growth and fruit quality of grapevines, which are commercially important fruit crops worldwide. There is accordingly an imperative to clarify the responses of grapevine to waterlogging and to propose appropriate remedial measures. Strigolactone (SL) is a phytohormone associated with plant abiotic stress tolerance, while, its function in plant responses to waterlogging stress remain undetermined. In this study, systematic analyses of the morphology, physiology, and transcriptome changes in grapevine leaves and roots under post-waterlogging and GR24 (a synthetic analog of SL) treatments were performed. Morphological and physiological changes in grapevines in response to post-waterlogging stress, including leaf wilting and yellowing, leaf senescence, photosynthesis inhibition, and increased anti-oxidative systems, could be alleviated by the application of GR24. Moreover, transcriptome analysis revealed that the primary gene functions induced by post-waterlogging stress changed over time; however, they were consistently associated with carbohydrate metabolism. The GR24-induced leaf genes were closely associated with carbohydrate metabolism, photosynthesis, antioxidant systems, and hormone signal transduction, which were considered vital aspects that were influenced by GR24 in grapevine to induce post-waterlogging tolerance. Concerning the roots, an enhancement of microtubules and cytoskeleton for cell construction in GR24 application was proposed to facilitate root system recovery after waterlogging. With this study, we comprehend the knowledge regarding the responses of grapevines to post-waterlogging and the ameliorative effect of GR24 with the insight to the transcriptome changes during these processes.
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Affiliation(s)
- Qing Ge
- College of Enology, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Northwest A&F University, Yangling, 712100, China
| | - Yang Zhang
- Department of Brewing Engineering, Moutai Institute, Renhuai, Guizhou, 564500, China
| | - Jinren Wu
- College of Enology, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Northwest A&F University, Yangling, 712100, China
| | - Bingxin Wei
- College of Enology, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Northwest A&F University, Yangling, 712100, China
| | - Sijia Li
- College of Life Science, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Hao Nan
- College of Life Science, Northwest A&F University, Yangling, Shaanxi, 712100, China
| | - Yulin Fang
- College of Enology, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Northwest A&F University, Yangling, 712100, China.
| | - Zhuo Min
- Department of Brewing Engineering, Moutai Institute, Renhuai, Guizhou, 564500, China.
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4
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Zinati Z, Nazari L, Niazi A. Uncovering waterlogging-responsive genes in cucumber through machine learning and differential gene correlation analysis. BOTANICAL STUDIES 2024; 65:25. [PMID: 39141059 PMCID: PMC11324642 DOI: 10.1186/s40529-024-00433-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Accepted: 08/05/2024] [Indexed: 08/15/2024]
Abstract
As climate change intensifies, the frequency and severity of waterlogging are expected to increase, necessitating a deeper understanding of the cucumber response to this stress. In this study, three public RNA-seq datasets (PRJNA799460, PRJNA844418, and PRJNA678740) comprising 36 samples were analyzed. Various feature selection algorithms including Uncertainty, Relief, SVM (Support Vector Machine), Correlation, and logistic least absolute shrinkage, and selection operator (LASSO) were performed to identify the most significant genes related to the waterlogging stress response. These feature selection techniques, which have different characteristics, were used to reduce the complexity of the data and thereby identify the most significant genes related to the waterlogging stress response. Uncertainty, Relief, SVM, Correlation, and LASSO identified 4, 4, 10, 21, and 13 genes, respectively. Differential gene correlation analysis (DGCA) focusing on the 36 selected genes identified changes in correlation patterns between the selected genes under waterlogged versus control conditions, providing deeper insights into the regulatory networks and interactions among the selected genes. DGCA revealed significant changes in the correlation of 13 genes between control and waterlogging conditions. Finally, we validated 13 genes using the Random Forest (RF) classifier, which achieved 100% accuracy and a 1.0 Area Under the Curve (AUC) score. The SHapley Additive exPlanations (SHAP) values clearly showed the significant impact of LOC101209599, LOC101217277, and LOC101216320 on the model's predictive power. In addition, we employed the Boruta as a wrapper feature selection method to further validate our gene selection strategy. Eight of the 13 genes were common across the four feature weighting algorithms, LASSO, DGCA, and Boruta, underscoring the robustness and reliability of our gene selection strategy. Notably, the genes LOC101209599, LOC101217277, and LOC101216320 were among genes identified by multiple feature selection methods from different categories (filtering, wrapper, and embedded). Pathways associated with these specific genes play a pivotal role in regulating stress tolerance, root development, nutrient absorption, sugar metabolism, gene expression, protein degradation, and calcium signaling. These intricate regulatory mechanisms are crucial for cucumbers to adapt effectively to waterlogging conditions. These findings provide valuable insights for uncovering targets in breeding new cucumber varieties with enhanced stress tolerance.
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Affiliation(s)
- Zahra Zinati
- Department of Agroecology, College of Agriculture and Natural Resources of Darab, Shiraz University, Shiraz, Iran
| | - Leyla Nazari
- Crop and Horticultural Science Research Department, Fars Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization (AREEO), Shiraz, Iran.
| | - Ali Niazi
- Institute of Biotechnology, School of Agriculture, Shiraz University, Shiraz, Iran.
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Zhang XM, Duan SG, Xia Y, Li JT, Liu LX, Tang M, Tang J, Sun W, Yi Y. Transcriptomic, Physiological, and Metabolomic Response of an Alpine Plant, Rhododendron delavayi, to Waterlogging Stress and Post-Waterlogging Recovery. Int J Mol Sci 2023; 24:10509. [PMID: 37445685 DOI: 10.3390/ijms241310509] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 06/17/2023] [Accepted: 06/20/2023] [Indexed: 07/15/2023] Open
Abstract
Climate change has resulted in frequent heavy and prolonged rainfall events that exacerbate waterlogging stress, leading to the death of certain alpine Rhododendron trees. To shed light on the physiological and molecular mechanisms behind waterlogging stress in woody Rhododendron trees, we conducted a study of Rhododendron delavayi, a well-known alpine flower species. Specifically, we investigated the physiological and molecular changes that occurred in leaves of R. delavayi subjected to 30 days of waterlogging stress (WS30d), as well as subsequent post-waterlogging recovery period of 10 days (WS30d-R10d). Our findings reveal that waterlogging stress causes a significant reduction in CO2 assimilation rate, stomatal conductance, transpiration rate, and maximum photochemical efficiency of PSII (Fv/Fm) in the WS30d leaves, by 91.2%, 95.3%, 93.3%, and 8.4%, respectively, when compared to the control leaves. Furthermore, the chlorophyll a and total chlorophyll content in the WS30d leaves decreased by 13.5% and 16.6%, respectively. Both WS30d and WS30d-R10d leaves exhibited excessive H2O2 accumulation, with a corresponding decrease in lignin content in the WS30d-R10d leaves. At the molecular level, purine metabolism, glutathione metabolism, photosynthesis, and photosynthesis-antenna protein pathways were found to be primarily involved in WS30d leaves, whereas phenylpropanoid biosynthesis, fatty acid metabolism, fatty acid biosynthesis, fatty acid elongation, and cutin, suberin, and wax biosynthesis pathways were significantly enriched in WS30d-R10d leaves. Additionally, both WS30d and WS30d-R10d leaves displayed a build-up of sugars. Overall, our integrated transcriptomic, physiological, and metabolomic analysis demonstrated that R. delavayi is susceptible to waterlogging stress, which causes irreversible detrimental effects on both its physiological and molecular aspects, hence compromising the tree's ability to fully recover, even under normal growth conditions.
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Affiliation(s)
- Xi-Min Zhang
- Key Laboratory of Plant Physiology and Development Regulation, Guizhou Normal University, Guiyang 550025, China
- Key Laboratory of Environment Friendly Management on Alpine Rhododendron Diseases and Pests of Institutions of Higher Learning in Guizhou Province, Guizhou Normal University, Guiyang 550025, China
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China
| | - Sheng-Guang Duan
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China
| | - Ying Xia
- Key Laboratory of Plant Physiology and Development Regulation, Guizhou Normal University, Guiyang 550025, China
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China
| | - Jie-Ting Li
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China
- Key Laboratory of State Forestry Administration on Biodiversity Conservation in Karst Area of Southwest, Guizhou Normal University, Guiyang 550025, China
| | - Lun-Xian Liu
- Key Laboratory of Plant Physiology and Development Regulation, Guizhou Normal University, Guiyang 550025, China
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China
| | - Ming Tang
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China
- Key Laboratory of State Forestry Administration on Biodiversity Conservation in Karst Area of Southwest, Guizhou Normal University, Guiyang 550025, China
| | - Jing Tang
- Key Laboratory of Plant Physiology and Development Regulation, Guizhou Normal University, Guiyang 550025, China
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China
| | - Wei Sun
- Key Laboratory of Plant Physiology and Development Regulation, Guizhou Normal University, Guiyang 550025, China
- School of Life Sciences, Guizhou Normal University, Guiyang 550025, China
| | - Yin Yi
- Key Laboratory of Plant Physiology and Development Regulation, Guizhou Normal University, Guiyang 550025, China
- Key Laboratory of State Forestry Administration on Biodiversity Conservation in Karst Area of Southwest, Guizhou Normal University, Guiyang 550025, China
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6
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Wang S, Xu Z, Yang Y, Ren W, Fang J, Wan L. Genome-wide analysis of R2R3-MYB genes in cultivated peanut ( Arachis hypogaea L.): Gene duplications, functional conservation, and diversification. FRONTIERS IN PLANT SCIENCE 2023; 14:1102174. [PMID: 36866371 PMCID: PMC9971814 DOI: 10.3389/fpls.2023.1102174] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 01/06/2023] [Indexed: 06/18/2023]
Abstract
The cultivated Peanut (Arachis hypogaea L.), an important oilseed and edible legume, are widely grown worldwide. The R2R3-MYB transcription factor, one of the largest gene families in plants, is involved in various plant developmental processes and responds to multiple stresses. In this study we identified 196 typical R2R3-MYB genes in the genome of cultivated peanut. Comparative phylogenetic analysis with Arabidopsis divided them into 48 subgroups. The motif composition and gene structure independently supported the subgroup delineation. Collinearity analysis indicated polyploidization, tandem, and segmental duplication were the main driver of the R2R3-MYB gene amplification in peanut. Homologous gene pairs between the two subgroups showed tissue specific biased expression. In addition, a total of 90 R2R3-MYB genes showed significant differential expression levels in response to waterlogging stress. Furthermore, we identified an SNP located in the third exon region of AdMYB03-18 (AhMYB033) by association analysis, and the three haplotypes of the SNP were significantly correlated with total branch number (TBN), pod length (PL) and root-shoot ratio (RS ratio), respectively, revealing the potential function of AdMYB03-18 (AhMYB033) in improving peanut yield. Together, these studies provide evidence for functional diversity in the R2R3-MYB genes and will contribute to understanding the function of R2R3-MYB genes in peanut.
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Affiliation(s)
| | | | | | | | | | - Liyun Wan
- *Correspondence: Jiahai Fang, ; Liyun Wan,
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7
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Zhang X, Liu X, Zhou M, Hu Y, Yuan J. PacBio full-length sequencing integrated with RNA-seq reveals the molecular mechanism of waterlogging and its recovery in Paeonia ostii. FRONTIERS IN PLANT SCIENCE 2022; 13:1030584. [PMID: 36407600 PMCID: PMC9669713 DOI: 10.3389/fpls.2022.1030584] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 10/12/2022] [Indexed: 06/16/2023]
Abstract
Paeonia ostii, a widely cultivated tree peony species in China, is a resourceful plant with medicinal, ornamental and oil value. However, fleshy roots lead to a low tolerance to waterlogging in P. ostii. In this study, P. ostii roots were sequenced using a hybrid approach combining single-molecule real-time and next-generation sequencing platforms to understand the molecular mechanism underlying the response to this sequentially waterlogging stress, the normal growth, waterlogging treatment (WT), and waterlogging recovery treatment (WRT). Our results indicated that the strategy of P. ostii, in response to WT, was a hypoxic resting syndrome, wherein the glycolysis and fermentation processes were accelerated to maintain energy levels and the tricarboxylic acid cycle was inhibited. P. ostii enhanced waterlogging tolerance by reducing the uptake of nitrate and water from the soil. Moreover, transcription factors, such as AP2/EREBP, WRKY, MYB, and NAC, played essential roles in response to WT and WRT. They were all induced in response to the WT condition, while the decreasing expression levels were observed under the WRT condition. Our results contribute to understanding the defense mechanisms against waterlogging stress in P. ostii.
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Affiliation(s)
- Xiaoxiao Zhang
- College of Landscape Architecture and Arts, Northwest A&F University, Yangling, Shaanxi, China
- Shanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, Shanghai, China
| | - Xiang Liu
- School of Ecological Technology and Engineering, Shanghai Institute of Technology, Shanghai, China
| | - Minghui Zhou
- School of Ecological Technology and Engineering, Shanghai Institute of Technology, Shanghai, China
| | - Yonghong Hu
- Shanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, Shanghai, China
| | - Junhui Yuan
- Shanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, Shanghai, China
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Geng X, Zhang C, Wei L, Lin K, Xu ZF. Genome-Wide Identification and Expression Analysis of Cytokinin Response Regulator (RR) Genes in the Woody Plant Jatropha curcas and Functional Analysis of JcRR12 in Arabidopsis. Int J Mol Sci 2022; 23:ijms231911388. [PMID: 36232689 PMCID: PMC9570446 DOI: 10.3390/ijms231911388] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Revised: 09/20/2022] [Accepted: 09/22/2022] [Indexed: 11/16/2022] Open
Abstract
The cytokinin (CK) response regulator (RR) gene family plays a pivotal role in regulating the developmental and environmental responses of plants. Axillary bud outgrowth in the perennial woody plant Jatropha curcas is regulated by the crosstalk between CK and gibberellins (GA). In this study, we first analyzed the effects of gibberellin A3 (GA3), lovastatin (a CK synthesis inhibitor), decapitation, and their interaction, on the outgrowth of axillary buds. The results indicate that lovastatin completely inhibited GA-promoted axillary bud outgrowth and partially weakened the decapitation-promoted axillary bud outgrowth. To further characterize and understand the role of CK signaling in promoting the development of female flowers and branches, we performed bioinformatics and expression analyses to characterize the CK RR gene (JcRR) family in J. curcas. A total of 14 members of the JcRR family were identified; these genes were distributed on 10 chromosomes. Phylogenetic analysis indicated that the corresponding RR proteins are evolutionarily conserved across different plant species, and the Myb-like DNA-binding domain divides the 14 members of the JcRR family into type-A and type-B proteins. Further analysis of cis-acting elements in the promoter regions of JcRRs suggests that JcRRs are expressed in response to phytohormones, light, and abiotic stress factors; thus, JcRRs may be involved in some plant development processes. Genomic sequence comparison revealed that segmental duplication may have played crucial roles in the expansion of the JcRR gene family, and five pairs of duplicated genes were all subjected to purifying selection. By analyzing RNA sequencing (RNA-seq) and quantitative reverse transcription-polymerase chain reaction (qRT–PCR) data, we characterized that the temporospatial expression patterns of JcRRs during the development of various tissues and the response of these genes to phytohormones and abiotic stress. The JcRRs were mainly expressed in the roots, while they also exhibited differential expression patterns in other tissues. The expression levels of all six type-A and one type-B JcRRs increased in response to 6-benzylaminopurine (6-BA), while the four type-B JcRRs levels decreased. The expression levels of two type-B JcRRs increased in response to exogenous GA3 treatment, while those of three type-A and three type-B JcRRs decreased. We found that type-A JcRRs may play a positive role in the continuous growth of axillary buds, while the role of type-B JcRRs might be the opposite. In response to abiotic stress, the expression levels of two type-A and three type-B JcRRs strongly increased. The overexpression of JcRR12 in Arabidopsis thaliana slightly increased the numbers of rosette branches after decapitation, but not under normal conditions. In conclusion, our results provide detailed knowledge of JcRRs for further analysis of CK signaling and JcRR functions in J. curcas.
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Affiliation(s)
- Xianchen Geng
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Forestry, Guangxi University, Nanning 530004, China
- Key Laboratory of National Forestry and Grassland Administration for Fast-Growing Tree Breeding and Cultivation in Central and Southern China, College of Forestry, Guangxi University, Nanning 530004, China
| | - Chun Zhang
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Forestry, Guangxi University, Nanning 530004, China
- Key Laboratory of National Forestry and Grassland Administration for Fast-Growing Tree Breeding and Cultivation in Central and Southern China, College of Forestry, Guangxi University, Nanning 530004, China
| | - Lida Wei
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Forestry, Guangxi University, Nanning 530004, China
- Key Laboratory of National Forestry and Grassland Administration for Fast-Growing Tree Breeding and Cultivation in Central and Southern China, College of Forestry, Guangxi University, Nanning 530004, China
| | - Kai Lin
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Forestry, Guangxi University, Nanning 530004, China
- Key Laboratory of National Forestry and Grassland Administration for Fast-Growing Tree Breeding and Cultivation in Central and Southern China, College of Forestry, Guangxi University, Nanning 530004, China
| | - Zeng-Fu Xu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-Bioresources, College of Forestry, Guangxi University, Nanning 530004, China
- Key Laboratory of National Forestry and Grassland Administration for Fast-Growing Tree Breeding and Cultivation in Central and Southern China, College of Forestry, Guangxi University, Nanning 530004, China
- Correspondence:
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9
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Sharma S, Bhatt U, Sharma J, Kalaji H, Mojski J, Soni V. Ultrastructure, adaptability, and alleviation mechanisms of photosynthetic apparatus in plants under waterlogging: A review. PHOTOSYNTHETICA 2022; 60:430-444. [PMID: 39650110 PMCID: PMC11558593 DOI: 10.32615/ps.2022.033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 07/11/2022] [Indexed: 12/11/2024]
Abstract
Photosynthesis is a process highly sensitive to various abiotic and biotic stresses in plants. Among them, the major abiotic stress, waterlogging, affects the crop's growth and productivity. Under waterlogging, the photosynthetic apparatus of plants was destroyed. Waterlogging reduced chlorophyll content and the net photosynthetic rate. Therefore, this updated review summarized the effect of waterlogging on chloroplast ultrastructure, photosynthetic characteristics, and chlorophyll fluorescence attributes of plant species. By studying various research papers, we found that intercellular concentration of available carbon dioxide in mesophyll cells, assimilation of carbon, and the net photosynthetic ratio declined under waterlogging. The chlorophyll fluorescence efficiency of plants decreased under waterlogging. Thus, the study of photosynthesis in plants under waterlogging should be done with respect to changing climate. Moreover, the recognition of photosynthetic characteristics present in tolerant species will be beneficial for designing the waterlogging-tolerant crop plant in changing environments.
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Affiliation(s)
- S. Sharma
- Plant Bioenergetics and Biotechnology Laboratory, Department of Botany, Mohanlal Sukhadia University, 31300 Udaipur, India
| | - U. Bhatt
- Plant Bioenergetics and Biotechnology Laboratory, Department of Botany, Mohanlal Sukhadia University, 31300 Udaipur, India
| | - J. Sharma
- Plant Bioenergetics and Biotechnology Laboratory, Department of Botany, Mohanlal Sukhadia University, 31300 Udaipur, India
| | - H.M. Kalaji
- Institute of Technology and Life Sciences, National Research Institute, Falenty, Aleja Hrabska 3, 05-090 Raszyn, Poland
- Department of Plant Physiology, Institute of Biology, Warsaw University of Life Sciences (SGGW), Warsaw, Poland
| | - J. Mojski
- Twoj Swiat Jacek Mojski, Stefana Okrzei 39, 21-400 Lukow, Poland
- Fundacja Zielona Infrastuktura, Wiatraki 3E, 21-400 Lukow, Poland
| | - V. Soni
- Plant Bioenergetics and Biotechnology Laboratory, Department of Botany, Mohanlal Sukhadia University, 31300 Udaipur, India
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Sreeratree J, Butsayawarapat P, Chaisan T, Somta P, Juntawong P. RNA-Seq Reveals Waterlogging-Triggered Root Plasticity in Mungbean Associated with Ethylene and Jasmonic Acid Signal Integrators for Root Regeneration. PLANTS (BASEL, SWITZERLAND) 2022; 11:plants11070930. [PMID: 35406910 PMCID: PMC9002673 DOI: 10.3390/plants11070930] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 03/26/2022] [Accepted: 03/28/2022] [Indexed: 05/26/2023]
Abstract
Global climate changes increase the frequency and intensity of heavy precipitation events, which result in flooding or soil waterlogging. One way to overcome these low-oxygen stresses is via modifying the plant root system to improve internal aeration. Here, we used a comparative RNA-seq based transcriptomic approach to elucidate the molecular mechanisms of waterlogging-triggered root plasticity in mungbean (Vigna radiata), a major grain legume cultivated in Asia. Two mungbean varieties with contrasting waterlogging tolerance due to the plasticity of the root system architecture were subjected to short-term and long-term waterlogging. Then, RNA-seq was performed. Genes highly expressed in both genotypes under short-term waterlogging are related to glycolysis and fermentation. Under long-term waterlogging, the expression of these genes was less induced in the tolerant variety, suggesting it had effectively adapted to waterlogging via enhancing root plasticity. Remarkably, under short-term waterlogging, the expression of several transcription factors that serve as integrators for ethylene and jasmonic acid signals controlling root stem cell development was highly upregulated only in the tolerant variety. Sequentially, root development-related genes were more expressed in the tolerant variety under long-term waterlogging. Our findings suggest that ethylene and jasmonic acids may contribute to waterlogging-triggered root plasticity by relaying environmental signals to reprogram root regeneration. This research provides the basis for the breeding and genetic engineering of waterlogging-tolerant crops in the future.
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Affiliation(s)
- Jaruwan Sreeratree
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (J.S.); (P.B.)
| | - Pimprapai Butsayawarapat
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (J.S.); (P.B.)
| | - Tanapon Chaisan
- Department of Agronomy, Faculty of Agriculture, Kasetsart University, Bangkok 10900, Thailand;
| | - Prakit Somta
- Department of Agronomy, Faculty of Agriculture at Kamphaeng Saen, Kasetsart University, Nakhon Pathom 73140, Thailand;
| | - Piyada Juntawong
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (J.S.); (P.B.)
- Center for Advanced Studies in Tropical Natural Resources, National Research University-Kasetsart University, Bangkok 10900, Thailand
- Omics Center for Agriculture, Bioresources, Food and Health, Kasetsart University (OmiKU), Bangkok 10900, Thailand
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Chen Y, Yang J, Guo H, Du Y, Liu G, Yu C, Zhong F, Lian B, Zhang J. Comparative transcriptomic analysis reveals potential mechanisms for high tolerance to submergence in arbor willows. PeerJ 2022; 10:e12881. [PMID: 35186476 PMCID: PMC8818271 DOI: 10.7717/peerj.12881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 01/13/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Submergence threatens plant growth and survival by decreasing or eliminating oxygen supply. Uncovering the complex regulatory network underlying the tolerance of Salix to submergence and identifying the key regulators are important for molecular-assisted breeding of Salix. METHODS In this study, we screened germplasm resources of arbor willows and discovered both submergence-tolerant and submergence-sensitive varieties. Then, by performing RNA-seq, we compared the differences between the transcriptomes of two varieties, i.e., the submergence-tolerant variety "Suliu 795" and the submergence-sensitive variety "Yanliu No. 1," and the different submergence treatment time points to identify the potential mechanisms of submergence in Salix and the unique approaches by which the variety "Suliu 795" possessed a higher tolerance compared to "Yanliu No. 1". RESULTS A total of 22,790 differentially expressed genes were identified from 25 comparisons. Using gene ontology annotation and pathway enrichment analysis, the expression pattern of transcriptional factors, important players in hormone signaling, carbohydrate metabolism, and the anaerobic respiration pathway were found to differ significantly between the two varieties. The principal component analysis and qRT-PCR results verified the reliability of the RNA sequencing data. The results of further analysis indicated that "Suliu 795" had higher submergence tolerant activity than "Yanliu No. 1" because of three characteristics: (1) high sensitivity to the probable low oxygen stress and initiation of appropriate responding mechanisms in advance; (2) maintenance of energy homeostasis to prevent energy depletion under hypoxic stress; and (3) keep "quiescence" through fine-tuning the equilibrium between phytohormones GA, SA and ethylene.
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Affiliation(s)
- Yanhong Chen
- School of Life Science, Nantong University, Nantong, Jiangsu Province, China,Key Lab of Landscape Plant Genetics and Breeding, Nantong, China
| | - Jie Yang
- School of Life Science, Nantong University, Nantong, Jiangsu Province, China,Key Lab of Landscape Plant Genetics and Breeding, Nantong, China
| | - Hongyi Guo
- School of Life Science, Nantong University, Nantong, Jiangsu Province, China,Key Lab of Landscape Plant Genetics and Breeding, Nantong, China
| | - Yawen Du
- School of Life Science, Nantong University, Nantong, Jiangsu Province, China,Key Lab of Landscape Plant Genetics and Breeding, Nantong, China
| | - Guoyuan Liu
- School of Life Science, Nantong University, Nantong, Jiangsu Province, China,Key Lab of Landscape Plant Genetics and Breeding, Nantong, China
| | - Chunmei Yu
- School of Life Science, Nantong University, Nantong, Jiangsu Province, China,Key Lab of Landscape Plant Genetics and Breeding, Nantong, China
| | - Fei Zhong
- School of Life Science, Nantong University, Nantong, Jiangsu Province, China,Key Lab of Landscape Plant Genetics and Breeding, Nantong, China
| | - Bolin Lian
- School of Life Science, Nantong University, Nantong, Jiangsu Province, China,Key Lab of Landscape Plant Genetics and Breeding, Nantong, China
| | - Jian Zhang
- School of Life Science, Nantong University, Nantong, Jiangsu Province, China,Key Lab of Landscape Plant Genetics and Breeding, Nantong, China
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12
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Hu W, Ren Q, Chen Y, Xu G, Qian Y. Genome-wide identification and analysis of WRKY gene family in maize provide insights into regulatory network in response to abiotic stresses. BMC PLANT BIOLOGY 2021; 21:427. [PMID: 34544366 PMCID: PMC8451115 DOI: 10.1186/s12870-021-03206-z] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Accepted: 09/02/2021] [Indexed: 05/23/2023]
Abstract
BACKGROUND The WRKY transcription factor family plays significant roles in biotic and abiotic stress responses, which has been associated with various biological processes in higher plants. However, very little is known regarding the structure and function of WRKY genes in maize. RESULTS In this study, a total of 140 ZmWRKY proteins encoded by 125 ZmWRKY genes were eventually identified in maize. On the basis of features of molecular structure and a comparison of phylogenetic relationships of WRKY transcription factor families from Arabidopsis, rice and maize, all 140 ZmWRKY proteins in maize were divided into three main groups (Groups I, II and III) and the Group II was further classified into five subgroups. The characteristics of exon-intron structure of these putative ZmWRKY genes and conserved protein motifs of their encoded ZmWRKY proteins were also presented respectively, which was in accordance with the group classification results. Promoter analysis suggested that ZmWRKY genes shared many abiotic stress-related elements and hormone-related elements. Gene duplication analysis revealed that the segmental duplication and purifying selection might play a significant role during the evolution of the WRKY gene family in maize. Using RNA-seq data, transcriptome analysis indicated that most of ZmWRKY genes displayed differential expression patterns at different developmental stages of maize. Further, by quantitative real-time PCR analysis, twenty-one ZmWRKY genes were confirmed to respond to two different abiotic stress treatments, suggesting their potential roles in various abiotic stress responses. In addition, RNA-seq dataset was used to conduct weighted gene co-expression network analysis (WGCNA) in order to recognize gene subsets possessing similar expression patterns and highly correlated with each other within different metabolic networks. Further, subcellular localization prediction, functional annotation and interaction analysis of ZmWRKY proteins were also performed to predict their interactions and associations involved in potential regulatory network. CONCLUSIONS Taken together, the present study will serve to present an important theoretical basis for further exploring function and regulatory mechanism of ZmWRKY genes in the growth, development, and adaptation to abiotic stresses in maize.
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Affiliation(s)
- Wenjing Hu
- Anhui Provincial Key Lab. of the Conservation and Exploitation of Biological Resources, Anhui Normal University, Wuhu, 241000 China
| | - Qiaoyu Ren
- Anhui Provincial Key Lab. of the Conservation and Exploitation of Biological Resources, Anhui Normal University, Wuhu, 241000 China
| | - Yali Chen
- Anhui Provincial Key Lab. of the Conservation and Exploitation of Biological Resources, Anhui Normal University, Wuhu, 241000 China
| | - Guoliang Xu
- Anhui Provincial Key Lab. of the Conservation and Exploitation of Biological Resources, Anhui Normal University, Wuhu, 241000 China
| | - Yexiong Qian
- Anhui Provincial Key Lab. of the Conservation and Exploitation of Biological Resources, Anhui Normal University, Wuhu, 241000 China
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Juntawong P, Butsayawarapat P, Songserm P, Pimjan R, Vuttipongchaikij S. Overexpression of Jatropha curcas ERFVII2 Transcription Factor Confers Low Oxygen Tolerance in Transgenic Arabidopsis by Modulating Expression of Metabolic Enzymes and Multiple Stress-Responsive Genes. PLANTS 2020; 9:plants9091068. [PMID: 32825465 PMCID: PMC7570394 DOI: 10.3390/plants9091068] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Revised: 08/17/2020] [Accepted: 08/18/2020] [Indexed: 12/13/2022]
Abstract
Enhancing crop tolerance to waterlogging is critical for improving food and biofuel security. In waterlogged soils, roots are exposed to a low oxygen environment. The group VII ethylene response factors (ERFVIIs) were recently identified as key regulators of plant low oxygen response. Oxygen-dependent N-end rule pathways can regulate the stability of ERFVIIs. This study aims to characterize the function of the Jatropha curcas ERFVIIs and the impact of N-terminal modification that stabilized the protein toward low oxygen response. This study revealed that all three JcERFVII proteins are substrates of the N-end rule pathway. Overexpression of JcERFVII2 conferred tolerance to low oxygen stress in Arabidopsis. In contrast, the constitutive overexpression of stabilized JcERFVII2 reduced low oxygen tolerance. RNA-seq was performed to elucidate the functional roles of JcERFVII2 and the impact of its N-terminal modification. Overexpression of both wildtype and stabilized JcERFVII2 constitutively upregulated the plant core hypoxia-responsive genes. Besides, overexpression of the stabilized JcERFVII2 further upregulated various genes controlling fermentative metabolic processes, oxidative stress, and pathogen responses under aerobic conditions. In summary, JcERFVII2 is an N-end rule regulated waterlogging-responsive transcription factor that modulates the expression of multiple stress-responsive genes; therefore, it is a potential candidate for molecular breeding of multiple stress-tolerant crops.
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Affiliation(s)
- Piyada Juntawong
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (P.B.); (P.S.); (R.P.); (S.V.)
- Center for Advanced Studies in Tropical Natural Resources, National Research University-Kasetsart University, Bangkok 10900, Thailand
- Omics Center for Agriculture, Bioresources, Food and Health, Kasetsart University (OmiKU), Bangkok 10900, Thailand
- Correspondence: or ; Tel.: +66-02-562-5555
| | - Pimprapai Butsayawarapat
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (P.B.); (P.S.); (R.P.); (S.V.)
| | - Pattralak Songserm
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (P.B.); (P.S.); (R.P.); (S.V.)
| | - Ratchaneeporn Pimjan
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (P.B.); (P.S.); (R.P.); (S.V.)
| | - Supachai Vuttipongchaikij
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand; (P.B.); (P.S.); (R.P.); (S.V.)
- Center for Advanced Studies in Tropical Natural Resources, National Research University-Kasetsart University, Bangkok 10900, Thailand
- Omics Center for Agriculture, Bioresources, Food and Health, Kasetsart University (OmiKU), Bangkok 10900, Thailand
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14
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Qiao D, Zhang Y, Xiong X, Li M, Cai K, Luo H, Zeng B. Transcriptome analysis on responses of orchardgrass (Dactylis glomerata L.) leaves to a short term flooding. Hereditas 2020; 157:20. [PMID: 32418541 PMCID: PMC7232843 DOI: 10.1186/s41065-020-00134-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 04/30/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Orchardgrass (Dactylis glomerata L.) is a popular cool-season perennial grass with a high production value, and orchardgrass seed is the fourth top-selling forage grass seed in the world. However, its yield and quality are often affected by flooding. To date, the molecular responses of orchardgrass to flooding were poorly understood. RESULTS Here, we performed mRNA-seq to explore the transcriptomic responses of orchardgrass to a short term flooding (8 h and 24 h). There were 1454 and 565 differentially expressed genes identified in the 8 h and 24 h of flooding, respectively, compared to well control. GO functional enrichment analysis showed that oxidoreductase activity and oxidation-reduction process were highly present, suggesting that flooding induced the response to oxygen stress. Pathways enrichment analysis highlights the importance of glutathione metabolism, peroxidase, glycolysis and plant hormone signal transduction in response to flooding acclimation. Besides, the ROS clearance system is activated by significantly expressed glutathione S-transferase and genes encoding SOD and CAT (CAT1 and CDS2). The significant positive correlation between RNA sequencing data and a qPCR analysis indicated that the identified genes were credible. CONCLUSION In the process of orchardgrass response to flooding stress, multiple differential genes and biological processes have participated in its acclimation to flooding, especially the biological processes involved in the removal of ROS. These results provide a basis for further research on the adaptation mechanism of orchardgrass to flood tolerance.
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Affiliation(s)
- Dandan Qiao
- College of Animal Science, Southwest University, Rongchang District, Chongqing, 402460 China
| | - Yajie Zhang
- College of Animal Science, Southwest University, Rongchang District, Chongqing, 402460 China
| | - Xuemei Xiong
- College of Animal Science, Southwest University, Rongchang District, Chongqing, 402460 China
| | - Mingyang Li
- College of Animal Science, Southwest University, Rongchang District, Chongqing, 402460 China
| | - Kai Cai
- College of Animal Science, Southwest University, Rongchang District, Chongqing, 402460 China
| | - Hui Luo
- College of Animal Science, Southwest University, Rongchang District, Chongqing, 402460 China
| | - Bing Zeng
- College of Animal Science, Southwest University, Rongchang District, Chongqing, 402460 China
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15
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Zhang X, Pan BZ, Chen M, Chen W, Li J, Xu ZF, Liu C. JCDB: a comprehensive knowledge base for Jatropha curcas, an emerging model for woody energy plants. BMC Genomics 2019; 20:958. [PMID: 31874631 PMCID: PMC6929279 DOI: 10.1186/s12864-019-6356-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2019] [Accepted: 11/29/2019] [Indexed: 12/02/2022] Open
Abstract
Background Jatropha curcas is an oil-bearing plant, and has seeds with high oil content (~ 40%). Several advantages, such as easy genetic transformation and short generation duration, have led to the emergence of J. curcas as a model for woody energy plants. With the development of high-throughput sequencing, the genome of Jatropha curcas has been sequenced by different groups and a mass of transcriptome data was released. How to integrate and analyze these omics data is crucial for functional genomics research on J. curcas. Results By establishing pipelines for processing novel gene identification, gene function annotation, and gene network construction, we systematically integrated and analyzed a series of J. curcas transcriptome data. Based on these data, we constructed a J. curcas database (JCDB), which not only includes general gene information, gene functional annotation, gene interaction networks, and gene expression matrices but also provides tools for browsing, searching, and downloading data, as well as online BLAST, the JBrowse genome browser, ID conversion, heatmaps, and gene network analysis tools. Conclusions JCDB is the most comprehensive and well annotated knowledge base for J. curcas. We believe it will make a valuable contribution to the functional genomics study of J. curcas. The database is accessible at http://jcdb.xtbg.ac.cn.
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Affiliation(s)
- Xuan Zhang
- CAS Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China.,College of Life Sciences, University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Bang-Zhen Pan
- CAS Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China.,Center of Economic Botany, Core Botanical Gardens, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China
| | - Maosheng Chen
- CAS Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China.,Center of Economic Botany, Core Botanical Gardens, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China
| | - Wen Chen
- CAS Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China
| | - Jing Li
- CAS Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China.,Center of Economic Botany, Core Botanical Gardens, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China
| | - Zeng-Fu Xu
- CAS Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China. .,Center of Economic Botany, Core Botanical Gardens, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China.
| | - Changning Liu
- CAS Key Laboratory of Tropical Plant Resources and Sustainable Use, Xishuangbanna Tropical Botanical Garden, The Innovative Academy of Seed Design, Chinese Academy of Sciences, Menglun, Mengla, Yunnan, 666303, China.
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16
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Butsayawarapat P, Juntawong P, Khamsuk O, Somta P. Comparative Transcriptome Analysis of Waterlogging-Sensitive and Tolerant Zombi Pea ( Vigna Vexillata) Reveals Energy Conservation and Root Plasticity Controlling Waterlogging Tolerance. PLANTS 2019; 8:plants8080264. [PMID: 31382508 PMCID: PMC6724125 DOI: 10.3390/plants8080264] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/22/2019] [Revised: 07/26/2019] [Accepted: 07/31/2019] [Indexed: 11/16/2022]
Abstract
Vigna vexillata (zombi pea) is an underutilized legume crop considered to be a potential gene source in breeding for abiotic stress tolerance. This study focuses on the molecular characterization of mechanisms controlling waterlogging tolerance using two zombi pea varieties with contrasting waterlogging tolerance. Morphological examination revealed that in contrast to the sensitive variety, the tolerant variety was able to grow, maintain chlorophyll, form lateral roots, and develop aerenchyma in hypocotyl and taproots under waterlogging. To find the mechanism controlling waterlogging tolerance in zombi pea, comparative transcriptome analysis was performed using roots subjected to short-term waterlogging. Functional analysis indicated that glycolysis and fermentative genes were strongly upregulated in the sensitive variety, but not in the tolerant one. In contrast, the genes involved in auxin-regulated lateral root initiation and formation were expressed only in the tolerant variety. In addition, cell wall modification, aquaporin, and peroxidase genes were highly induced in the tolerant variety under waterlogging. Our findings suggest that energy management and root plasticity play important roles in mitigating the impact of waterlogging in zombi pea. The basic knowledge obtained from this study can be used in the molecular breeding of waterlogging-tolerant legume crops in the future.
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Affiliation(s)
| | - Piyada Juntawong
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand.
- Center for Advanced Studies in Tropical Natural Resources, National Research University-Kasetsart University, Bangkok 10900, Thailand.
- Omics Center for Agriculture, Bioresources, Food and Health, Kasetsart University (OmiKU), Bangkok 10900, Thailand.
| | - Ornusa Khamsuk
- Department of Botany, Faculty of Science, Kasetsart University, Bangkok 10900, Thailand
| | - Prakit Somta
- Department of Agronomy, Faculty of Agriculture at Kamphaeng Saen, Kasetsart University, Nakhon Pathom 73140, Thailand
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Fukao T, Barrera-Figueroa BE, Juntawong P, Peña-Castro JM. Submergence and Waterlogging Stress in Plants: A Review Highlighting Research Opportunities and Understudied Aspects. FRONTIERS IN PLANT SCIENCE 2019; 10:340. [PMID: 30967888 PMCID: PMC6439527 DOI: 10.3389/fpls.2019.00340] [Citation(s) in RCA: 154] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Accepted: 03/05/2019] [Indexed: 05/20/2023]
Abstract
Soil flooding creates composite and complex stress in plants known as either submergence or waterlogging stress depending on the depth of the water table. In nature, these stresses are important factors dictating the species composition of the ecosystem. On agricultural land, they cause economic damage associated with long-term social consequences. The understanding of the plant molecular responses to these two stresses has benefited from research studying individual components of the stress, in particular low-oxygen stress. To a lesser extent, other associated stresses and plant responses have been incorporated into the molecular framework, such as ion and ROS signaling, pathogen susceptibility, and organ-specific expression and development. In this review, we aim to highlight known or suspected components of submergence/waterlogging stress that have not yet been thoroughly studied at the molecular level in this context, such as miRNA and retrotransposon expression, the influence of light/dark cycles, protein isoforms, root architecture, sugar sensing and signaling, post-stress molecular events, heavy-metal and salinity stress, and mRNA dynamics (splicing, sequestering, and ribosome loading). Finally, we explore biotechnological strategies that have applied this molecular knowledge to develop cultivars resistant to flooding or to offer alternative uses of flooding-prone soils, like bioethanol and biomass production.
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Affiliation(s)
- Takeshi Fukao
- School of Plant and Environmental Sciences, Virginia Tech, Blacksburg, VA, United States
| | | | - Piyada Juntawong
- Center for Advanced Studies in Tropical Natural Resources, National Research University – Department of Genetics, Faculty of Science, Kasetsart University, Bangkok, Thailand
| | - Julián Mario Peña-Castro
- Laboratorio de Biotecnología Vegetal, Instituto de Biotecnología, Universidad del Papaloapan, Tuxtepec, Mexico
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18
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Alternative NAD(P)H dehydrogenase and alternative oxidase: Proposed physiological roles in animals. Mitochondrion 2019; 45:7-17. [DOI: 10.1016/j.mito.2018.01.009] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2017] [Revised: 11/01/2017] [Accepted: 01/26/2018] [Indexed: 12/12/2022]
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19
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Zhao N, Li C, Yan Y, Cao W, Song A, Wang H, Chen S, Jiang J, Chen F. Comparative Transcriptome Analysis of Waterlogging-Sensitive and Waterlogging-Tolerant Chrysanthemum morifolium Cultivars under Waterlogging Stress and Reoxygenation Conditions. Int J Mol Sci 2018; 19:E1455. [PMID: 29757964 PMCID: PMC5983694 DOI: 10.3390/ijms19051455] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2018] [Revised: 05/09/2018] [Accepted: 05/09/2018] [Indexed: 01/04/2023] Open
Abstract
Waterlogging stress is among the most severe abiotic stressors in the breeding and the production of Chrysanthemum morifolium. However, the mechanism underlying the response to waterlogging and post-waterlogging reoxygenation in C. morifolium remains unknown. In this study, we compared the differences between the transcriptomes of two chrysanthemum cultivars, i.e., the waterlogging-tolerant cultivar "Nannongxuefeng" and the waterlogging-sensitive cultivar "Qinglu", by performing RNA-seq to elucidate the possible mechanism of waterlogging and reoxygenation in C. morifolium. "Nannongxuefeng" had a higher ethylene production under the waterlogging and reoxygenation conditions. Furthermore, the expression of transcription factors and genes that are involved in the hormone response, N-end rule pathway and ROS signaling significantly differed between the two cultivars. "Nannongxuefeng" and "Qinglu" significantly differed in their response to waterlogging and reoxygenation, providing a deeper understanding of the mechanism underlying the response to waterlogging and guidance for the breeding of C. morifolium.
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Affiliation(s)
- Nan Zhao
- Key Laboratory of Landscape Agriculture, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Chuanwei Li
- Key Laboratory of Landscape Agriculture, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Yajun Yan
- Key Laboratory of Landscape Agriculture, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Wen Cao
- Key Laboratory of Landscape Agriculture, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Aiping Song
- Key Laboratory of Landscape Agriculture, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Haibin Wang
- Key Laboratory of Landscape Agriculture, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Sumei Chen
- Key Laboratory of Landscape Agriculture, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Jiafu Jiang
- Key Laboratory of Landscape Agriculture, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Fadi Chen
- Key Laboratory of Landscape Agriculture, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
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Cannarozzi G, Weichert A, Schnell M, Ruiz C, Bossard S, Blösch R, Plaza‐Wüthrich S, Chanyalew S, Assefa K, Tadele Z. Waterlogging affects plant morphology and the expression of key genes in tef ( Eragrostis tef). PLANT DIRECT 2018; 2:e00056. [PMID: 31245721 PMCID: PMC6508588 DOI: 10.1002/pld3.56] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Revised: 03/04/2018] [Accepted: 03/05/2018] [Indexed: 05/11/2023]
Abstract
Tef [Eragrostis tef (Zucc.) Trotter], an allotetraploid cereal that is a staple food to over 60 million people in the Horn of Africa, has a high nutritional content and is resistant to many biotic and abiotic stresses such as waterlogging and drought. Three tef genotypes, Alba, Tsedey, and Quncho, were subjected to waterlogging conditions and their growth, physiology, and change in transcript expression were measured with the goal of identifying targets for breeding cultivars with improved waterlogging tolerance. Root and shoot growth and dry weight were observed over 22 days. Stomatal conductance and chlorophyll and carotenoid contents were quantified. Microscopy was used to monitor changes in the stem cross sections. Illumina RNA sequencing was used to obtain the expression profiles of tef under flooding and control conditions and was verified using qPCR. Results indicated differences in growth between the three genotypes. Waterlogged Tsedey plants grew higher and had more root biomass than normally watered Tsedey plants. Quncho and Alba genotypes were more susceptible to the excess moisture stress. The effects of these changes were observed on the plant physiology. Among the three tested tef genotypes, Tsedey formed more aerenchyma than Alba and had accelerated growth under waterlogging. Tsedey and Quncho had constitutive aerenchyma. Genes affecting carbohydrate metabolism, cell growth, response to reactive oxygen species, transport, signaling, and stress responses were found to change under excess moisture stress. In general, these results show the presence of substantial anatomical and physiological differences among tef genotypes when waterlogged during the early growth stage.
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Affiliation(s)
- Gina Cannarozzi
- Institute of Plant SciencesUniversity of BernBernSwitzerland
- Swiss Institute of BioinformaticsLausanneSwitzerland
| | - Annett Weichert
- Institute of Plant SciencesUniversity of BernBernSwitzerland
| | - Mirjam Schnell
- Institute of Plant SciencesUniversity of BernBernSwitzerland
| | - Celia Ruiz
- Institute of Plant SciencesUniversity of BernBernSwitzerland
| | | | - Regula Blösch
- Institute of Plant SciencesUniversity of BernBernSwitzerland
| | - Sonia Plaza‐Wüthrich
- Institute of Plant SciencesUniversity of BernBernSwitzerland
- Present address:
Département des Neurosciences CliniquesCentre Hospitalier Universitaire VaudoisLausanneSwitzerland
| | - Solomon Chanyalew
- Ethiopian Agricultural Research InstituteDebre Zeit Agricultural Research CenterDebre ZeitEthiopia
| | - Kebebew Assefa
- Ethiopian Agricultural Research InstituteDebre Zeit Agricultural Research CenterDebre ZeitEthiopia
| | - Zerihun Tadele
- Institute of Plant SciencesUniversity of BernBernSwitzerland
- Institute of BiotechnologyAddis Ababa UniversityAddis AbabaEthiopia
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Sirikhachornkit A, Suttangkakul A, Vuttipongchaikij S, Juntawong P. De novo transcriptome analysis and gene expression profiling of an oleaginous microalga Scenedesmus acutus TISTR8540 during nitrogen deprivation-induced lipid accumulation. Sci Rep 2018; 8:3668. [PMID: 29487383 PMCID: PMC5829077 DOI: 10.1038/s41598-018-22080-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Accepted: 02/16/2018] [Indexed: 11/30/2022] Open
Abstract
Nitrogen deprivation (-N) has been used as a technique to promote lipid accumulation in various microalgae. Scenedesmus acutus is a promising oleaginous green microalga that can be cultivated in organic wastewater for biodiesel production. Nevertheless, the molecular mechanisms controlling S. acutus lipid accumulation in response to -N remain unidentified. Physiological study determined that -N reduced cell growth and photosynthetic pigments. On the other hand, it promoted carbohydrate and neutral lipid accumulation. To find the mechanisms underlying lipid accumulation, we performed de novo transcriptome profiling of the non-model S. acutus in response to -N. The transcriptome analysis revealed that glycolysis and starch degradation were up-regulated; on the contrary, gluconeogenesis, photosynthesis, triacylglycerol (TAG) degradation and starch synthesis were down-regulated by -N. Under -N, the carbon flux was shifted toward fatty acid and TAG synthesis, and the down regulation of TAG lipase genes may contribute to TAG accumulation. A comparative analysis of the -N transcriptomes of oleaginous microalgae identified that the down-regulation of multiple lipase genes was a specific mechanism found only in the -N transcriptome of S. acutus. Our study unraveled the mechanisms controlling -N-induced lipid accumulation in S. acutus, and provided new perspectives for the genetic manipulation of biodiesel-producing microalgae.
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Affiliation(s)
- Anchalee Sirikhachornkit
- Special Research Unit in Microalgal Molecular Genetics and Functional genomics, Department of Genetics, Faculty of Science, Kasetsart University, Bangkok, Thailand
- Center for Advanced Studies in Tropical Natural Resources, National Research University-Kasetsart University, Bangkok, Thailand
| | - Anongpat Suttangkakul
- Special Research Unit in Microalgal Molecular Genetics and Functional genomics, Department of Genetics, Faculty of Science, Kasetsart University, Bangkok, Thailand
- Center for Advanced Studies in Tropical Natural Resources, National Research University-Kasetsart University, Bangkok, Thailand
| | - Supachai Vuttipongchaikij
- Special Research Unit in Microalgal Molecular Genetics and Functional genomics, Department of Genetics, Faculty of Science, Kasetsart University, Bangkok, Thailand
- Center for Advanced Studies in Tropical Natural Resources, National Research University-Kasetsart University, Bangkok, Thailand
| | - Piyada Juntawong
- Special Research Unit in Microalgal Molecular Genetics and Functional genomics, Department of Genetics, Faculty of Science, Kasetsart University, Bangkok, Thailand.
- Center for Advanced Studies in Tropical Natural Resources, National Research University-Kasetsart University, Bangkok, Thailand.
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22
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Zou Z, Huang Q, Xie G, Yang L. Genome-wide comparative analysis of papain-like cysteine protease family genes in castor bean and physic nut. Sci Rep 2018; 8:331. [PMID: 29321580 PMCID: PMC5762910 DOI: 10.1038/s41598-017-18760-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Accepted: 12/18/2017] [Indexed: 11/09/2022] Open
Abstract
Papain-like cysteine proteases (PLCPs) are a class of proteolytic enzymes involved in many plant processes. Compared with the extensive research in Arabidopsis thaliana, little is known in castor bean (Ricinus communis) and physic nut (Jatropha curcas), two Euphorbiaceous plants without any recent whole-genome duplication. In this study, a total of 26 or 23 PLCP genes were identified from the genomes of castor bean and physic nut respectively, which can be divided into nine subfamilies based on the phylogenetic analysis: RD21, CEP, XCP, XBCP3, THI, SAG12, RD19, ALP and CTB. Although most of them harbor orthologs in Arabidopsis, several members in subfamilies RD21, CEP, XBCP3 and SAG12 form new groups or subgroups as observed in other species, suggesting specific gene loss occurred in Arabidopsis. Recent gene duplicates were also identified in these two species, but they are limited to the SAG12 subfamily and were all derived from local duplication. Expression profiling revealed diverse patterns of different family members over various tissues. Furthermore, the evolution characteristics of PLCP genes were also compared and discussed. Our findings provide a useful reference to characterize PLCP genes and investigate the family evolution in Euphorbiaceae and species beyond.
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Affiliation(s)
- Zhi Zou
- Key Laboratory of Biology and Genetic Resources of Rubber Tree, Ministry of Agriculture, Rubber Research Institute, Chinese Academy of Tropical Agricultural Sciences, Baodaoxincun, Danzhou, 571737, Hainan Province, China.
| | - Qixing Huang
- Institute of Tropical Biosciences and Biotechnology, Chinese Academy of Tropical Agricultural Sciences, Xueyuan Road 4, Haikou, 570100, Hainan Province, China
| | - Guishui Xie
- Key Laboratory of Biology and Genetic Resources of Rubber Tree, Ministry of Agriculture, Rubber Research Institute, Chinese Academy of Tropical Agricultural Sciences, Baodaoxincun, Danzhou, 571737, Hainan Province, China
| | - Lifu Yang
- Key Laboratory of Biology and Genetic Resources of Rubber Tree, Ministry of Agriculture, Rubber Research Institute, Chinese Academy of Tropical Agricultural Sciences, Baodaoxincun, Danzhou, 571737, Hainan Province, China
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23
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Zhang Y, Kong X, Dai J, Luo Z, Li Z, Lu H, Xu S, Tang W, Zhang D, Li W, Xin C, Dong H. Global gene expression in cotton (Gossypium hirsutum L.) leaves to waterlogging stress. PLoS One 2017; 12:e0185075. [PMID: 28953908 PMCID: PMC5617174 DOI: 10.1371/journal.pone.0185075] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2017] [Accepted: 09/06/2017] [Indexed: 11/21/2022] Open
Abstract
Cotton is sensitive to waterlogging stress, which usually results in stunted growth and yield loss. To date, the molecular mechanisms underlying the responses to waterlogging in cotton remain elusive. Cotton was grown in a rain-shelter and subjected to 0 (control)-, 10-, 15- and 20-d waterlogging at flowering stage. The fourth-leaves on the main-stem from the top were sampled and immediately frozen in liquid nitrogen for physiological measurement. Global gene transcription in the leaves of 15-d waterlogged plants was analyzed by RNA-Seq. Seven hundred and ninety four genes were up-regulated and 1018 genes were down-regulated in waterlogged cotton leaves compared with non-waterlogged control. The differentially expressed genes were mainly related to photosynthesis, nitrogen metabolism, starch and sucrose metabolism, glycolysis and plant hormone signal transduction. KEGG (Kyoto Encyclopedia of Genes and Genomes) analysis indicated that most genes related to flavonoid biosynthesis, oxidative phosphorylation, amino acid metabolism and biosynthesis as well as circadian rhythm pathways were differently expressed. Waterlogging increased the expression of anaerobic fermentation related genes, such as alcohol dehydrogenase (ADH), but decreased the leaf chlorophyll concentration and photosynthesis by down-regulating the expression of photosynthesis related genes. Many genes related to plant hormones and transcription factors were differently expressed under waterlogging stress. Most of the ethylene related genes and ethylene-responsive factor-type transcription factors were up-regulated under water-logging stress, suggesting that ethylene may play key roles in the survival of cotton under waterlogging stress.
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Affiliation(s)
- Yanjun Zhang
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
- School of Life Sciences, Shandong University, Jinan, Shandong, China
| | - Xiangqiang Kong
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
- College of Life Science, Shandong Normal University, Jinan, Shandong, China
| | - Jianlong Dai
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
| | - Zhen Luo
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
| | - Zhenhuai Li
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
| | - Hequan Lu
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
| | - Shizhen Xu
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
| | - Wei Tang
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
| | - Dongmei Zhang
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
| | - Weijiang Li
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
| | - Chengsong Xin
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
| | - Hezhong Dong
- Cotton Research Center, Shandong Academy of Agricultural Sciences, Jinan, Shandong, China
- School of Life Sciences, Shandong University, Jinan, Shandong, China
- College of Life Science, Shandong Normal University, Jinan, Shandong, China
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24
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Li D, Liu P, Yu J, Wang L, Dossa K, Zhang Y, Zhou R, Wei X, Zhang X. Genome-wide analysis of WRKY gene family in the sesame genome and identification of the WRKY genes involved in responses to abiotic stresses. BMC PLANT BIOLOGY 2017; 17:152. [PMID: 28893196 PMCID: PMC5594535 DOI: 10.1186/s12870-017-1099-y] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/23/2017] [Accepted: 09/05/2017] [Indexed: 05/07/2023]
Abstract
BACKGROUND Sesame (Sesamum indicum L.) is one of the world's most important oil crops. However, it is susceptible to abiotic stresses in general, and to waterlogging and drought stresses in particular. The molecular mechanisms of abiotic stress tolerance in sesame have not yet been elucidated. The WRKY domain transcription factors play significant roles in plant growth, development, and responses to stresses. However, little is known about the number, location, structure, molecular phylogenetics, and expression of the WRKY genes in sesame. RESULTS We performed a comprehensive study of the WRKY gene family in sesame and identified 71 SiWRKYs. In total, 65 of these genes were mapped to 15 linkage groups within the sesame genome. A phylogenetic analysis was performed using a related species (Arabidopsis thaliana) to investigate the evolution of the sesame WRKY genes. Tissue expression profiles of the WRKY genes demonstrated that six SiWRKY genes were highly expressed in all organs, suggesting that these genes may be important for plant growth and organ development in sesame. Analysis of the SiWRKY gene expression patterns revealed that 33 and 26 SiWRKYs respond strongly to waterlogging and drought stresses, respectively. Changes in the expression of 12 SiWRKY genes were observed at different times after the waterlogging and drought treatments had begun, demonstrating that sesame gene expression patterns vary in response to abiotic stresses. CONCLUSIONS In this study, we analyzed the WRKY family of transcription factors encoded by the sesame genome. Insight was gained into the classification, evolution, and function of the SiWRKY genes, revealing their putative roles in a variety of tissues. Responses to abiotic stresses in different sesame cultivars were also investigated. The results of our study provide a better understanding of the structures and functions of sesame WRKY genes and suggest that manipulating these WRKYs could enhance resistance to waterlogging and drought.
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Affiliation(s)
- Donghua Li
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, No.2 Xudong 2nd Road, Wuhan, 430062 China
| | - Pan Liu
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, No.2 Xudong 2nd Road, Wuhan, 430062 China
| | - Jingyin Yu
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, No.2 Xudong 2nd Road, Wuhan, 430062 China
| | - Linhai Wang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, No.2 Xudong 2nd Road, Wuhan, 430062 China
| | - Komivi Dossa
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, No.2 Xudong 2nd Road, Wuhan, 430062 China
- Centre d’Etudes Régional pour l’Amélioration de l’Adaptation à la Sécheresse (CERAAS), BP 3320 Route de Khombole, Thiès, Sénégal
| | - Yanxin Zhang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, No.2 Xudong 2nd Road, Wuhan, 430062 China
| | - Rong Zhou
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, No.2 Xudong 2nd Road, Wuhan, 430062 China
| | - Xin Wei
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, No.2 Xudong 2nd Road, Wuhan, 430062 China
- College of Life and Environmental Sciences, Shanghai Normal University, Shanghai, 200234 China
| | - Xiurong Zhang
- Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, No.2 Xudong 2nd Road, Wuhan, 430062 China
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25
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Kumar S, Sreeharsha RV, Mudalkar S, Sarashetti PM, Reddy AR. Molecular insights into photosynthesis and carbohydrate metabolism in Jatropha curcas grown under elevated CO 2 using transcriptome sequencing and assembly. Sci Rep 2017; 7:11066. [PMID: 28894153 PMCID: PMC5593950 DOI: 10.1038/s41598-017-11312-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 08/21/2017] [Indexed: 12/14/2022] Open
Abstract
Jatropha curcas L. (Family - Euphorbiaceae) is a perennial tree of special interest due to its potential as a biofuel plant with high carbon sequestration. In this study, physiological investigations coupled with transcriptomics in relation to photosynthesis were evaluated in Jatropha grown under ambient (395 ppm) and elevated (550 ppm) CO2 atmosphere. Morphophysiological analysis revealed that Jatropha sustained enhanced photosynthesis during its growth under elevated CO2 for one year which might be linked to improved CO2 assimilation physiology and enhanced sink activity. We sequenced and analyzed the leaf transcriptome of Jatropha after one year of growth in both conditions using Illumina HiSeq platform. After optimized assembly, a total of 69,581 unigenes were generated. The differential gene expression (DGE) analysis revealed 3013 transcripts differentially regulated in elevated CO2 conditions. The photosynthesis regulatory genes were analysed for temporal expression patterns at four different growth phases which highlighted probable events contributing to enhanced growth and photosynthetic capacity including increased reducing power, starch synthesis and sucrose mobilization under elevated CO2. Overall, our data on physiological and transcriptomic analyses suggest an optimal resource allocation to the available and developing sink organs thereby sustaining improved photosynthetic rates during long-term growth of Jatropha under CO2 enriched environment.
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Affiliation(s)
- Sumit Kumar
- Photosynthesis and Stress Biology Laboratory, Department of Plant Sciences, University of Hyderabad, Hyderabad, India
| | - Rachapudi Venkata Sreeharsha
- Photosynthesis and Stress Biology Laboratory, Department of Plant Sciences, University of Hyderabad, Hyderabad, India
| | - Shalini Mudalkar
- Photosynthesis and Stress Biology Laboratory, Department of Plant Sciences, University of Hyderabad, Hyderabad, India
| | | | - Attipalli Ramachandra Reddy
- Photosynthesis and Stress Biology Laboratory, Department of Plant Sciences, University of Hyderabad, Hyderabad, India.
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26
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Ren CG, Kong CC, Yan K, Zhang H, Luo YM, Xie ZH. Elucidation of the molecular responses to waterlogging in Sesbania cannabina roots by transcriptome profiling. Sci Rep 2017; 7:9256. [PMID: 28835646 PMCID: PMC5569044 DOI: 10.1038/s41598-017-07740-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Accepted: 07/04/2017] [Indexed: 01/22/2023] Open
Abstract
Sesbania cannabina, a multipurpose leguminous crop, is highly resistant to waterlogging stress. However, the scant genomic resources in the genus Sesbania have greatly hindered further exploration of the mechanisms underlying its waterlogging tolerance. Here, the genetic basis of flooding tolerance in S. cannabina was examined by transcriptome-wide gene expression changes using RNA-Seq in seedlings exposed to short-term (3 h) and long-term (27 h) waterlogging. After de- novo assembly, 213990 unigenes were identified, of which 145162 (79.6%) were annotated. Gene Ontology and pathway enrichment analyses revealed that the glycolysis and fermentation pathways were stimulated to produce ATP under hypoxic stress conditions. Energy-consuming biosynthetic processes were dramatically repressed by short and long term waterlogging, while amino acid metabolism was greatly induced to maintain ATP levels. The expression pattern of 10 unigenes involved in phenylpropanoid biosynthesis, glycolysis, and amino acid metabolism revealed by qRT-PCR confirmed the RNA-Seq data. The present study is a large-scale assessment of genomic resources of Sesbania and provides guidelines for probing the molecular mechanisms underlying S. cannabina waterlogging tolerance.
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Affiliation(s)
- Cheng-Gang Ren
- Key Laboratory of Biology and Utilization of Biological Resources of Coastal Zone, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, 264003, China
| | - Cun-Cui Kong
- Key Laboratory of Biology and Utilization of Biological Resources of Coastal Zone, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, 264003, China
| | - Kun Yan
- Key Laboratory of Coastal Environmental Processes and Ecological Remediation, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, China
| | - Hua Zhang
- Key Laboratory of Coastal Environmental Processes and Ecological Remediation, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, China
| | - Yong-Ming Luo
- Key Laboratory of Coastal Environmental Processes and Ecological Remediation, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, China
| | - Zhi-Hong Xie
- Key Laboratory of Biology and Utilization of Biological Resources of Coastal Zone, Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, 264003, China.
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27
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Zhang P, Lyu D, Jia L, He J, Qin S. Physiological and de novo transcriptome analysis of the fermentation mechanism of Cerasus sachalinensis roots in response to short-term waterlogging. BMC Genomics 2017; 18:649. [PMID: 28830345 PMCID: PMC5568329 DOI: 10.1186/s12864-017-4055-1] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2017] [Accepted: 08/11/2017] [Indexed: 11/10/2022] Open
Abstract
Background Cerasus sachalinensis is widely used in cool regions as a sweet cherry rootstock and is known for its sensitivity to soil waterlogging and waterlogging stress. However, the limited availability of Cerasus genomic resources has considerably restricted the exploration of its waterlogging response mechanism. To understand its reaction to short-term waterlogging, we analyzed the physiology and transcriptomes of C. sachalinensis roots in response to different waterlogging durations. Results In this study, 12,487 differentially expressed genes (DEGs) were identified from Cerasus sachalinensis roots under different waterlogging durations. Carbon metabolism and energy maintenance formed the first coping mechanism stage of C. sachalinensis in response to low oxygen conditions. Root energy processes, including root respiration and activities of the fermentation enzymes alcohol dehydrogenase, pyruvate decarboxylase, and lactate dehydrogenase, showed unique changes after 0 h, 3 h, 6 h, and 24 h of waterlogging exposure. Ribonucleic acid sequencing was used to analyze transcriptome changes in C. sachalinensis roots treated with 3 h, 6 h, and 24 h of waterlogging stress. After de novo assembly, 597,474 unigenes were recognized, of which 355,350 (59.47%) were annotated. To identify the most important pathways represented by DEGs, Gene Ontology and Kyoto Encyclopedia of Genes and Genomes databases were used to compare these genes. The first stage of root reaction to waterlogging stress was activation of carbohydrate metabolism to produce more glucose and maintain energy levels. At 3 h, the glycolytic and fermentation pathways were activated to maintain adenosine triphosphate production. At 24 h, pathways involved in the translation of proteins were activated to further assist the plant in tolerating waterlogging stress. These findings will facilitate a further understanding of the potential mechanisms of plant responses to waterlogging at physiological and transcriptome levels. Conclusions Carbon metabolism and energy maintenance formed the first coping mechanism C. sachalinensis in response to low oxygen conditions, and they may be responsible for its short-term waterlogging response. Our study not only provides the assessment of genomic resources of Cerasus but also paves the way for probing the metabolic and molecular mechanisms underlying the short-term waterlogging response in C. sachalinensis. Electronic supplementary material The online version of this article (doi:10.1186/s12864-017-4055-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Peng Zhang
- College of Horticulture/Key Lab of Fruit Quality Development and Regulation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, 110866, People's Republic of China
| | - Deguo Lyu
- College of Horticulture/Key Lab of Fruit Quality Development and Regulation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, 110866, People's Republic of China
| | - Luting Jia
- College of Horticulture/Key Lab of Fruit Quality Development and Regulation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, 110866, People's Republic of China
| | - Jiali He
- College of Horticulture/Key Lab of Fruit Quality Development and Regulation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, 110866, People's Republic of China
| | - Sijun Qin
- College of Horticulture/Key Lab of Fruit Quality Development and Regulation of Liaoning Province, Shenyang Agricultural University, Shenyang, Liaoning, 110866, People's Republic of China.
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28
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de Lorenzo L, Sorenson R, Bailey-Serres J, Hunt AG. Noncanonical Alternative Polyadenylation Contributes to Gene Regulation in Response to Hypoxia. THE PLANT CELL 2017; 29:1262-1277. [PMID: 28559476 PMCID: PMC5502444 DOI: 10.1105/tpc.16.00746] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 05/17/2017] [Accepted: 05/30/2017] [Indexed: 05/06/2023]
Abstract
Stresses from various environmental challenges continually confront plants, and their responses are important for growth and survival. One molecular response to such challenges involves the alternative polyadenylation of mRNA. In plants, it is unclear how stress affects the production and fate of alternative mRNA isoforms. Using a genome-scale approach, we show that in Arabidopsis thaliana, hypoxia leads to increases in the number of mRNA isoforms with polyadenylated 3' ends that map to 5'-untranslated regions (UTRs), introns, and protein-coding regions. RNAs with 3' ends within protein-coding regions and introns were less stable than mRNAs that end at 3'-UTR poly(A) sites. Additionally, these RNA isoforms were underrepresented in polysomes isolated from control and hypoxic plants. By contrast, mRNA isoforms with 3' ends that lie within annotated 5'-UTRs were overrepresented in polysomes and were as stable as canonical mRNA isoforms. These results indicate that the generation of noncanonical mRNA isoforms is an important feature of the abiotic stress response. The finding that several noncanonical mRNA isoforms are relatively unstable suggests that the production of non-stop and intronic mRNA isoforms may represent a form of negative regulation in plants, providing a conceptual link with mechanisms that generate these isoforms (such as alternative polyadenylation) and RNA surveillance.
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Affiliation(s)
- Laura de Lorenzo
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, Kentucky, 40546-0312
| | - Reed Sorenson
- Center for Plant Cell Biology and Department of Botany and Plant Sciences, University of California, Riverside, California 92521
| | - Julia Bailey-Serres
- Center for Plant Cell Biology and Department of Botany and Plant Sciences, University of California, Riverside, California 92521
| | - Arthur G Hunt
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, Kentucky, 40546-0312
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29
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Rivera-Contreras IK, Zamora-Hernández T, Huerta-Heredia AA, Capataz-Tafur J, Barrera-Figueroa BE, Juntawong P, Peña-Castro JM. Transcriptomic analysis of submergence-tolerant and sensitive Brachypodium distachyon ecotypes reveals oxidative stress as a major tolerance factor. Sci Rep 2016; 6:27686. [PMID: 27282694 PMCID: PMC4901394 DOI: 10.1038/srep27686] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Accepted: 05/19/2016] [Indexed: 01/01/2023] Open
Abstract
When excessive amounts of water accumulate around roots and aerial parts of plants, submergence stress occurs. To find the integrated mechanisms of tolerance, we used ecotypes of the monocot model plant Brachypodium distachyon to screen for genetic material with contrasting submergence tolerance. For this purpose, we used a set of previously studied drought sensitive/tolerant ecotypes and the knowledge that drought tolerance is positively associated with submergence stress. We decided to contrast aerial tissue transcriptomes of the ecotype Bd21 14-day-old plants as sensitive and ecotype Bd2-3 as tolerant after 2 days of stress under a long-day photoperiod. Gene ontology and the grouping of transcripts indicated that tolerant Bd2-3 differentially down-regulated NITRATE REDUCTASE and ALTERNATIVE OXIDASE under stress and constitutively up-regulated HAEMOGLOBIN, when compared with the sensitive ecotype, Bd21. These results suggested the removal of nitric oxide, a gaseous phytohormone and concomitant reactive oxygen species as a relevant tolerance determinant. Other mechanisms more active in tolerant Bd2-3 were the pathogen response, glyoxylate and tricarboxylic acid cycle integration, and acetate metabolism. This data set could be employed to design further studies on the basic science of plant tolerance to submergence stress and its biotechnological application in the development of submergence-tolerant crops.
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Affiliation(s)
- Irma Karla Rivera-Contreras
- Laboratorio de Biotecnología Vegetal, Instituto de Biotecnología, Universidad del Papaloapan, Tuxtepec, Oaxaca, México.,División de Estudios de Posgrado, Universidad del Papaloapan, Tuxtepec, Oaxaca, México
| | - Teresa Zamora-Hernández
- Laboratorio de Biotecnología Vegetal, Instituto de Biotecnología, Universidad del Papaloapan, Tuxtepec, Oaxaca, México.,División de Estudios de Posgrado, Universidad del Papaloapan, Tuxtepec, Oaxaca, México
| | - Ariana Arlene Huerta-Heredia
- Catedrática CONACyT-UNPA, Universidad del Papaloapan, Tuxtepec, Oaxaca, México.,Laboratorio de Cultivo de Células Vegetales, Instituto de Biotecnología, Universidad del Papaloapan, Tuxtepec, Oaxaca, Mexico
| | - Jacqueline Capataz-Tafur
- Laboratorio de Cultivo de Células Vegetales, Instituto de Biotecnología, Universidad del Papaloapan, Tuxtepec, Oaxaca, Mexico
| | | | - Piyada Juntawong
- Department of Genetics, Faculty of Science, Kasetsart University, Bangkok, Thailand
| | - Julián Mario Peña-Castro
- Laboratorio de Biotecnología Vegetal, Instituto de Biotecnología, Universidad del Papaloapan, Tuxtepec, Oaxaca, México
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30
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Zou Z, Yang L, Gong J, Mo Y, Wang J, Cao J, An F, Xie G. Genome-Wide Identification of Jatropha curcas Aquaporin Genes and the Comparative Analysis Provides Insights into the Gene Family Expansion and Evolution in Hevea brasiliensis. FRONTIERS IN PLANT SCIENCE 2016; 7:395. [PMID: 27066041 PMCID: PMC4814485 DOI: 10.3389/fpls.2016.00395] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/17/2015] [Accepted: 03/14/2016] [Indexed: 05/18/2023]
Abstract
Aquaporins (AQPs) are channel-forming integral membrane proteins that transport water and other small solutes across biological membranes. Despite the vital role of AQPs, to date, little is known in physic nut (Jatropha curcas L., Euphorbiaceae), an important non-edible oilseed crop with great potential for the production of biodiesel. In this study, 32 AQP genes were identified from the physic nut genome and the family number is relatively small in comparison to 51 in another Euphorbiaceae plant, rubber tree (Hevea brasiliensis Muell. Arg.). Based on the phylogenetic analysis, the JcAQPs were assigned to five subfamilies, i.e., nine plasma membrane intrinsic proteins (PIPs), nine tonoplast intrinsic proteins (TIPs), eight NOD26-like intrinsic proteins (NIPs), two X intrinsic proteins (XIPs), and four small basic intrinsic proteins (SIPs). Like rubber tree and other plant species, functional prediction based on the aromatic/arginine selectivity filter, Froger's positions, and specificity-determining positions showed a remarkable difference in substrate specificity among subfamilies of JcAQPs. Genome-wide comparative analysis revealed the specific expansion of PIP and TIP subfamilies in rubber tree and the specific gene loss of the XIP subfamily in physic nut. Furthermore, by analyzing deep transcriptome sequencing data, the expression evolution especially the expression divergence of duplicated HbAQP genes was also investigated and discussed. Results obtained from this study not only provide valuable information for future functional analysis and utilization of Jc/HbAQP genes, but also provide a useful reference to survey the gene family expansion and evolution in Euphorbiaceae plants and other plant species.
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Affiliation(s)
| | | | | | | | | | | | | | - Guishui Xie
- Danzhou Investigation and Experiment Station of Tropical Crops, Ministry of Agriculture, Rubber Research Institute, Chinese Academy of Tropical Agricultural SciencesDanzhou, China
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An Y, Qi L, Wang L. ALA Pretreatment Improves Waterlogging Tolerance of Fig Plants. PLoS One 2016; 11:e0147202. [PMID: 26789407 PMCID: PMC4720369 DOI: 10.1371/journal.pone.0147202] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2015] [Accepted: 12/30/2015] [Indexed: 12/21/2022] Open
Abstract
5-aminolevulinic acid (ALA), a natural and environmentally friendly plant growth regulator, can improve plant tolerance to various environmental stresses. However, whether ALA can improve plant waterlogging tolerance is unknown. Here, we investigated the effects of ALA pretreatment on the waterlogging-induced damage of fig (Ficus carica Linn.) plants, which often suffer from waterlogging stress. ALA pretreatment significantly alleviated stress-induced morphological damage, increased leaf relative water content (RWC), and reduced leaf superoxide anion ([Formula: see text]) production rate and malonaldehyde (MDA) content in fig leaves, indicating ALA mitigates waterlogging stress of fig plants. We further demonstrated that ALA pretreatment largely promoted leaf chlorophyll content, photosynthetic electron transfer ability, and photosynthetic performance index, indicating ALA significantly improves plant photosynthetic efficiency under waterlogging stress. Moreover, ALA pretreatment significantly increased activities of leaf superoxide dismutase (SOD) and peroxidase (POD), root vigor, and activities of root alcohol dehydrogenase (ADH), and lactate dehydrogenase (LDH), indicating ALA also significantly improves antioxidant ability and root function of fig plants under waterlogging stress. Taken together, ALA pretreatment improves waterlogging tolerance of fig plants significantly, and the promoted root respiration, leaf photosynthesis, and antioxidant ability may contribute greatly to this improvement. Our data firstly shows that ALA can improve plant waterlogging tolerance.
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Affiliation(s)
- Yuyan An
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
| | - Lin Qi
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
| | - Liangju Wang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
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Phukan UJ, Mishra S, Shukla RK. Waterlogging and submergence stress: affects and acclimation. Crit Rev Biotechnol 2015; 36:956-66. [PMID: 26177332 DOI: 10.3109/07388551.2015.1064856] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Submergence, whether partial or complete, imparts some serious consequences on plants grown in flood prone ecosystems. Some plants can endure these conditions by embracing various survival strategies, including morphological adaptations and physiological adjustments. This review summarizes recent progress made in understanding of the stress and the acclimation responses of plants under waterlogged or submerged conditions. Waterlogging and submergence are often associated with hypoxia development, which may trigger various morphological traits and cellular acclimation responses. Ethylene, abscisic acid, gibberellic acid and other hormones play a crucial role in the survival process which is controlled genetically. Effects at the cellular level, including ATP management, starch metabolism, elemental toxicity, role of transporters and redox status have been explained. Transcriptional and hormonal interplay during this stress may provide some key aspects in understanding waterlogging and submergence tolerance. The level and degree of tolerance may vary depending on species or climatic variations which need to be studied for a proper understanding of waterlogging stress at the global level. The exploration of regulatory pathways and interplay in model organisms such as Arabidopsis and rice would provide valuable resources for improvement of economically and agriculturally important plants in waterlogging affected areas.
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Affiliation(s)
- Ujjal J Phukan
- a Biotechnology Division (CSIR-CIMAP) , Central Institute of Medicinal and Aromatic Plants (CSIR-CIMAP) , Lucknow , Uttar Pradesh , India
| | - Sonal Mishra
- a Biotechnology Division (CSIR-CIMAP) , Central Institute of Medicinal and Aromatic Plants (CSIR-CIMAP) , Lucknow , Uttar Pradesh , India
| | - Rakesh Kumar Shukla
- a Biotechnology Division (CSIR-CIMAP) , Central Institute of Medicinal and Aromatic Plants (CSIR-CIMAP) , Lucknow , Uttar Pradesh , India
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