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Tian S, Liu W, Liu B, Ye F, Xu Z, Wan Q, Li Y, Zhang X. Mechanistic study of C 5F 10O-induced lung toxicity in rats: An eco-friendly insulating gas alternative to SF 6. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 916:170271. [PMID: 38262248 DOI: 10.1016/j.scitotenv.2024.170271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 12/23/2023] [Accepted: 01/17/2024] [Indexed: 01/25/2024]
Abstract
The global warming and other environmental problems caused by SF6 emissions can be reduced due to the widespread use of eco-friendly insulating gas, perfluoropentanone (C5F10O). However, there is an exposure risk to populations in areas near C5F10O equipment, so it is important to clarify its biosafety and pathogenesis before large-scale application. In this paper, histopathology, transcriptomics, 4D-DIA proteomics, and LC-MS metabolomics of rats exposed to 2000 ppm and 6000 ppm C5F10O are analyzed to reveal the mechanisms of toxicity and health risks. Histopathological shows that inflammatory cell infiltration, epithelial cell hyperplasia, and alveolar atrophy accompanied by alveolar wall thickening are present in both low-dose and high-dose groups. Analysis of transcriptomic and 4D-DIA proteomic show that Cell cycle and DNA replication can be activated by both 2000 ppm and 6000 ppm C5F10O to induce cell proliferation. In addition, it also leads to the activation of pathways such as Antigen processing and presentation, Cell adhesion molecules and Complement and coagulation cascades, T cell receptor signal path, Th1 and T cell receptor signal path, Th1 and Th2 cell differentiation, complement and coagulation cascades. Finally, LC-MS metabolomics analysis confirms that the metabolic pathways associated with glycerophospholipids, arachidonic acid, and linoleic acid are disrupted and become more severe with increasing doses. The mechanism of lung toxicity caused by C5F10O is systematically expounded based on the multi-omics analysis and provided biosafety references for further promotion and application of C5F10O.
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Affiliation(s)
- Shuangshuang Tian
- Hubei Engineering Research Center for Safety Monitoring of New Energy and Power Grid Equipment, Hubei University of Technology, Wuhan 430068, China
| | - Weihao Liu
- Hubei Engineering Research Center for Safety Monitoring of New Energy and Power Grid Equipment, Hubei University of Technology, Wuhan 430068, China
| | - Benli Liu
- Hubei Engineering Research Center for Safety Monitoring of New Energy and Power Grid Equipment, Hubei University of Technology, Wuhan 430068, China
| | - Fanchao Ye
- Hubei Engineering Research Center for Safety Monitoring of New Energy and Power Grid Equipment, Hubei University of Technology, Wuhan 430068, China
| | - Zhenjie Xu
- School of Life Sciences, Westlake University, Hangzhou, China
| | - Qianqian Wan
- Zhongnan Hospital, Wuhan University, Wuhan, China.
| | - Yi Li
- School of Electrical Engineering and Automation, Wuhan University, Wuhan, China
| | - Xiaoxing Zhang
- Hubei Engineering Research Center for Safety Monitoring of New Energy and Power Grid Equipment, Hubei University of Technology, Wuhan 430068, China; School of Electrical Engineering and Automation, Wuhan University, Wuhan, China.
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Ma M, Zhu T, Cheng X, Li M, Yuan G, Li C, Zhang A, Lu C, Fang Y, Zhang Y. Sucrose phosphate synthase 8 is required for the remobilization of carbon reserves in rice stems during grain filling. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:137-151. [PMID: 37738583 DOI: 10.1093/jxb/erad375] [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: 06/06/2023] [Accepted: 09/20/2023] [Indexed: 09/24/2023]
Abstract
Carbon reserve remobilization in stems is closely related to rice grain filling. Sucrose phosphate synthase (SPS) is highly associated with carbon reserve remobilization. In this study, we investigated the expression pattern of SPS genes in various rice tissues, and found that SPS8 is the major SPS isoform in rice stems during the grain-filling stage. We then constructed sps8 mutants using the CRISPR/Cas9 system. The SPS activity of the sps8 mutants was markedly reduced in the stems. In addition, the sps8 mutants exhibited significant starch accumulation in stems. 14C-labelling experiments revealed that the remobilization of non-structural carbohydrates from rice stems to grains was impaired in the sps8 mutants. In the sps8 mutants, grain filling was delayed and yield decreased by 15% due to a reduced percentage of ripened grains. RNA sequencing and quantitative PCR analyses indicated that the genes involved in starch synthesis and degradation were up-regulated in the sps8 mutant stems. In addition, the activity of the enzymes involved in starch synthesis and degradation was increased in the sps8 stems. These results demonstrate that SPS8 is required for carbon reserve remobilization from rice stems to grains, and that its absence may enhance 'futile cycles' of starch synthesis and degradation in rice stems.
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Affiliation(s)
- Mingyang Ma
- National Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China), Ministry of Agriculture, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Tong Zhu
- National Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
| | - Xiuyue Cheng
- National Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
| | - Mengyu Li
- National Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
| | - Guoliang Yuan
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China), Ministry of Agriculture, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Changbao Li
- Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China), Ministry of Agriculture, Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing 100097, China
| | - Aihong Zhang
- National Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
| | - Congming Lu
- National Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
| | - Ying Fang
- National Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
| | - Yi Zhang
- National Key Laboratory of Wheat Improvement, College of Life Sciences, Shandong Agricultural University, Taian, Shandong 271018, China
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Gao L, Hu Y. Editorial: Environmental and endogenous signals: crop yield and quality regulation. FRONTIERS IN PLANT SCIENCE 2023; 14:1271918. [PMID: 37670873 PMCID: PMC10476621 DOI: 10.3389/fpls.2023.1271918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Accepted: 08/08/2023] [Indexed: 09/07/2023]
Affiliation(s)
| | - Yufeng Hu
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu, Sichuan, China
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Tan P, Zhao C, Dong Y, Zhang Z, Mei L, Kong Y, Zeng F, Wen Y, Zhao B, Wang J. A Network Pharmacology and Multi-Omics Combination Approach to Reveal the Effect of Strontium on Ca 2+ Metabolism in Bovine Rumen Epithelial Cells. Int J Mol Sci 2023; 24:ijms24119383. [PMID: 37298335 DOI: 10.3390/ijms24119383] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 05/10/2023] [Accepted: 05/21/2023] [Indexed: 06/12/2023] Open
Abstract
Strontium (Sr) belongs to the same group in the periodic table as calcium (Ca). Sr level can serve as an index of rumen Ca absorption capacity; however, the effects of Sr on Ca2+ metabolism are unclear. This study aims to investigate the effect of Sr on Ca2+ metabolism in bovine rumen epithelial cells. The bovine rumen epithelial cells were isolated from the rumen of newborn Holstein male calves (n = 3, 1 day old, 38.0 ± 2.8 kg, fasting). The half maximal inhibitory concentration (IC50) of Sr-treated bovine rumen epithelial cells and cell cycle were used to establish the Sr treatment model. Transcriptomics, proteomics, and network pharmacology were conducted to investigate the core targets of Sr-mediated regulation of Ca2+ metabolism in bovine rumen epithelial cells. The data of transcriptomics and proteomics were analyzed using bioinformatic analysis (Gene Ontology and Kyoto Encyclopedia of genes/protein). Quantitative data were analyzed using one-way ANOVA in GraphPad Prism 8.4.3 and the Shapiro-Wilk test was used for the normality test. Results presented that the IC50 of Sr treatment bovine rumen epithelial cells for 24 h was 43.21 mmol/L, and Sr increased intracellular Ca2+ levels. Multi-omics results demonstrated the differential expression of 770 mRNAs and 2436 proteins after Sr treatment; network pharmacology and reverse transcriptase polymerase chain reaction (RT-PCR) revealed Adenosylhomocysteine hydrolase-like protein 2 (AHCYL2), Semaphoring 3A (SEMA3A), Parathyroid hormone-related protein (PTHLH), Transforming growth factor β2 (TGF-β2), and Cholesterol side-chain cleavage enzyme (CYP11A1) as potential targets for Sr-mediated Ca2+ metabolism regulation. Together these results will improve the current comprehension of the regulatory effect of Sr on Ca2+ metabolism and pave a theoretical basis for Sr application in bovine hypocalcemia.
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Affiliation(s)
- Panpan Tan
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
| | - Chenxu Zhao
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
| | - Yong Dong
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
| | - Zixin Zhang
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
| | - Linshan Mei
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
| | - Yezi Kong
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
| | - Fangyuan Zeng
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
| | - Yongqiang Wen
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
| | - Baoyu Zhao
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
| | - Jianguo Wang
- College of Veterinary Medicine, Northwest A&F University, Yangling 712100, China
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Lin F, Lin S, Zhang Z, Lin W, Rensing C, Xie D. GF14f gene is negatively associated with yield and grain chalkiness under rice ratooning. FRONTIERS IN PLANT SCIENCE 2023; 14:1112146. [PMID: 36875569 PMCID: PMC9976807 DOI: 10.3389/fpls.2023.1112146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 01/23/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Ratoon rice cropping has been shown to provide new insights into overcoming the current challenges of rice production in southern China. However, the potential mechanisms impacting yield and grain quality under rice ratooning remain unclear. METHODS In this study, changes in yield performance and distinct improvements in grain chalkiness in ratoon rice were thoroughly investigated, using physiological, molecular and transcriptomic analysis. RESULTS Rice ratooning induced an extensive carbon reserve remobilization in combination with an impact on grain filling, starch biosynthesis, and ultimately, an optimization in starch composition and structure in the endosperm. Furthermore, these variations were shown to be associated with a protein-coding gene: GF14f (encoding GF14f isoform of 14-3-3 proteins) and such gene negatively impacts oxidative and environmental resistance in ratoon rice. CONCLUSION Our findings suggested that this genetic regulation by GF14f gene was the main cause leading to changes in rice yield and grain chalkiness improvement of ratoon rice, irrespective of seasonal or environmental effects. A further significance was to see how yield performance and grain quality of ratoon rice were able to be achieved at higher levels via suppression of GF14f.
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Affiliation(s)
- Feifan Lin
- Tsinghua-Peking Joint Center for Life Sciences, and MOE Key Laboratory of Bioinformatics, School of Life Sciences, Tsinghua University, Beijing, China
| | - Sheng Lin
- Fujian Provincial Key Laboratory of Agroecological Processing and Safety Monitoring, School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Crop Physiology and Molecular Ecology, Fujian Agricultural and Forestry University, Fuzhou, China
| | - Zhixing Zhang
- Fujian Provincial Key Laboratory of Agroecological Processing and Safety Monitoring, School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Crop Physiology and Molecular Ecology, Fujian Agricultural and Forestry University, Fuzhou, China
| | - Wenxiong Lin
- Fujian Provincial Key Laboratory of Agroecological Processing and Safety Monitoring, School of Life Sciences, Fujian Agriculture and Forestry University, Fuzhou, China
- Key Laboratory of Crop Physiology and Molecular Ecology, Fujian Agricultural and Forestry University, Fuzhou, China
| | - Christopher Rensing
- Institute of Environmental Microbiology, College of Resources and Environment, Fujian Agricultural and Forestry University, Fuzhou, China
| | - Daoxin Xie
- Tsinghua-Peking Joint Center for Life Sciences, and MOE Key Laboratory of Bioinformatics, School of Life Sciences, Tsinghua University, Beijing, China
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Environmental Stimuli: A Major Challenge during Grain Filling in Cereals. Int J Mol Sci 2023; 24:ijms24032255. [PMID: 36768575 PMCID: PMC9917212 DOI: 10.3390/ijms24032255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/17/2023] [Accepted: 01/19/2023] [Indexed: 01/26/2023] Open
Abstract
Light, temperature, water, and fertilizer are arguably the most important environmental factors regulating crop growth and productivity. Environmental stimuli, including low light, extreme temperatures, and water stresses caused by climate change, affect crop growth and production and pose a growing threat to sustainable agriculture. Furthermore, soil salinity is another major environmental constraint affecting crop growth and threatening global food security. The grain filling stage is the final stage of growth and is also the most important stage in cereals, directly determining the grain weight and final yield. However, the grain filling process is extremely vulnerable to different environmental stimuli, especially for inferior spikelets. Given the importance of grain filling in cereals and the deterioration of environmental problems, understanding environmental stimuli and their effects on grain filling constitutes a major focus of crop research. In recent years, significant advances made in this field have led to a good description of the intricate mechanisms by which different environmental stimuli regulate grain filling, as well as approaches to adapt cereals to changing climate conditions and to give them better grain filling. In this review, the current environmental stimuli, their dose-response effect on grain filling, and the physiological and molecular mechanisms involved are discussed. Furthermore, what we can do to help cereal crops adapt to environmental stimuli is elaborated. Overall, we call for future research to delve deeper into the gene function-related research and the commercialization of gene-edited crops. Meanwhile, smart agriculture is the development trend of the future agriculture under environmental stimuli.
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Zhao Y, Zhao J, Hu M, Sun L, Liu Q, Zhang Y, Li Q, Wang P, Ma W, Li H, Gao H, Zhang Y. Transcriptome and Proteome Analysis Revealed the Influence of High-Molecular-Weight Glutenin Subunits (HMW-GSs) Deficiency on Expression of Storage Substances and the Potential Regulatory Mechanism of HMW-GSs. Foods 2023; 12:foods12020361. [PMID: 36673453 PMCID: PMC9857648 DOI: 10.3390/foods12020361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 01/10/2023] [Accepted: 01/11/2023] [Indexed: 01/15/2023] Open
Abstract
The processing quality of wheat is affected by seed storage substances, such as protein and starch. High-molecular-weight glutenin subunits (HMW-GSs) are the major components of wheat seed storage proteins (SSPs); they are also key determinators of wheat end-use quality. However, the effects of HMW-GSs absence on the expression of other storage substances and the regulation mechanism of HMW-GSs are still limited. Previously, a wheat transgenic line LH-11 with complete deletions of HMW-GSs was obtained through introducing an exogenous gene Glu-1Ebx to the wild-type cultivar Bobwhite by transgenic approach. In this study, comparative seed transcriptomics and proteomics of transgenic and non-transgenic lines at different seed developmental stages were carried out to explore the changes in genes and proteins and the underlying regulatory mechanism. Results revealed that a number of genes, including genes related to SSPs, carbohydrates metabolism, amino acids metabolism, transcription, translation, and protein process were differentially enriched. Seed storage proteins displayed differential expression patterns between the transgenic and non-transgenic line, a major rise in the expression levels of gliadins were observed at 21 and 28 days post anthesis (DPA) in the transgenic line. Changes in expressions of low-molecular-weight glutenins (LMW-GSs), avenin-like proteins (ALPs), lipid transfer proteins (LTPs), and protease inhibitors (PIs) were also observed. In addition, genes related to carbohydrate metabolism were differentially expressed, which probably leads to a difference in starch component and deposition. A list of gene categories participating in the accumulation of SSPs was proposed according to the transcriptome and proteome data. Six genes from the MYB and eight genes from the NAC transcription families are likely important regulators of HMW-GSs accumulation. This study will provide data support for understanding the regulatory network of wheat storage substances. The screened candidate genes can lay a foundation for further research on the regulation mechanism of HMW-GSs.
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Affiliation(s)
- Yun Zhao
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
| | - Jie Zhao
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
| | - Mengyun Hu
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
| | - Lijing Sun
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
| | - Qian Liu
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
| | - Yelun Zhang
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
| | - Qianying Li
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
| | - Peinan Wang
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
| | - Wujun Ma
- College of Agronomy, Qingdao Agricultural University, Qingdao 266109, China
- Food Futures Institute, College of Science, Health, Engineering and Education, Murdoch University, Perth 6150, Australia
| | - Hui Li
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
| | - Huimin Gao
- Institute of Cash Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050051, China
- Correspondence: (H.G.); (Y.Z.)
| | - Yingjun Zhang
- Laboratory of Crop Genetics and Breeding of Hebei, Institute of Cereal and Oil Crops, Hebei Academy of Agriculture and Forestry Sciences, Shijiazhuang 050035, China
- Correspondence: (H.G.); (Y.Z.)
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Parida AK, Sekhar S, Panda BB, Sahu G, Shaw BP. Effect of Panicle Morphology on Grain Filling and Rice Yield: Genetic Control and Molecular Regulation. Front Genet 2022; 13:876198. [PMID: 35620460 PMCID: PMC9127237 DOI: 10.3389/fgene.2022.876198] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 03/30/2022] [Indexed: 11/16/2022] Open
Abstract
The demand for rice is likely to increase approximately 1.5 times by the year 2050. In contrast, the rice production is stagnant since the past decade as the ongoing rice breeding program is unable to increase the production further, primarily because of the problem in grain filling. Investigations have revealed several reasons for poor filling of the grains in the inferior spikelets of the compact panicle, which are otherwise genetically competent to develop into well-filled grains. Among these, the important reasons are 1) poor activities of the starch biosynthesizing enzymes, 2) high ethylene production leading to inhibition in expressions of the starch biosynthesizing enzymes, 3) insufficient division of the endosperm cells and endoreduplication of their nuclei, 4) low accumulation of cytokinins and indole-3-acetic acid (IAA) that promote grain filling, and 5) altered expressions of the miRNAs unfavorable for grain filling. At the genetic level, several genes/QTLs linked to the yield traits have been identified, but the information so far has not been put into perspective toward increasing the rice production. Keeping in view the genetic competency of the inferior spikelets to develop into well-filled grains and based on the findings from the recent research studies, improving grain filling in these spikelets seems plausible through the following biotechnological interventions: 1) spikelet-specific knockdown of the genes involved in ethylene synthesis and overexpression of β-CAS (β-cyanoalanine) for enhanced scavenging of CN− formed as a byproduct of ethylene biosynthesis; 2) designing molecular means for increased accumulation of cytokinins, abscisic acid (ABA), and IAA in the caryopses; 3) manipulation of expression of the transcription factors like MYC and OsbZIP58 to drive the expression of the starch biosynthesizing enzymes; 4) spikelet-specific overexpression of the cyclins like CycB;1 and CycH;1 for promoting endosperm cell division; and 5) the targeted increase in accumulation of ABA in the straw during the grain filling stage for increased carbon resource remobilization to the grains. Identification of genes determining panicle compactness could also lead to an increase in rice yield through conversion of a compact-panicle into a lax/open one. These efforts have the ability to increase rice production by as much as 30%, which could be more than the set production target by the year 2050.
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Affiliation(s)
- Ajay Kumar Parida
- Crop Improvement Group, Institute of Life Sciences, Bhubaneswar, India
| | - Sudhanshu Sekhar
- Crop Improvement Division, ICAR-National Rice Research Institute, Cuttack, India
| | - Binay Bhushan Panda
- Abiotic Stress and Agro-Biotechnology Lab, Institute of Life Sciences, Bhubaneswar, India
| | - Gyanasri Sahu
- Abiotic Stress and Agro-Biotechnology Lab, Institute of Life Sciences, Bhubaneswar, India
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Shaw BP, Sekhar S, Panda BB, Sahu G, Chandra T, Parida AK. Biochemical and molecular processes contributing to grain filling and yield in rice. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2022; 179:120-133. [PMID: 35338943 DOI: 10.1016/j.plaphy.2022.03.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 03/09/2022] [Accepted: 03/09/2022] [Indexed: 05/02/2023]
Abstract
The increase in much required rice production through breeding programmes is on decline. The primary reason being poor filling of grains in the basal spikelets of the heavy and compact panicle rice developed. These spikelets are genetically competent to develop into well filled grains, but fail to do so because the carbohydrate assimilates available to them remain unutilized, reportedly due to poor activities of the starch biosynthesizing enzymes, high production of ethylene leading to enhanced synthesis of the downstream signaling component RSR1 protein that inhibits GBSS1 activity, poor endosperm cell division and endoreduplication of the endosperm nuclei, altered expression of the transcription factors influencing grain filling, enhanced expression and phosphorylation of 14-3-3 proteins, poor expression of the seed storage proteins, reduced synthesis of the hormones like cytokinins and IAA that promote grain filling, and altered expression of miRNAs preventing their normal role in grain filling. Since the basal spikelets are genetically competent to develop into well filled mature grains, biotechnological interventions in terms of spikelet-specific overexpression of the genes encoding enzymes involved in grain filling and/or knockdown/overexpression of the genes influencing the activities of the starch biosynthesizing enzymes, various cell cycle events and hormone biosynthesis could increase rice production by as much as 30%, much more than the set production target of 800 mmt. Application of these biotechnological interventions in the heavy and compact panicle cultivars producing grains of desired quality would also maintain the quality of the grains having demand in market besides increasing the rice production per se.
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Affiliation(s)
- Birendra Prasad Shaw
- Abiotic Stress and Agro-Biotechnology Lab, Institute of Life Sciences, Nalco Square, Bhubaneswar, 751023, Odisha, India.
| | - Sudhanshu Sekhar
- Abiotic Stress and Agro-Biotechnology Lab, Institute of Life Sciences, Nalco Square, Bhubaneswar, 751023, Odisha, India.
| | - Binay Bhushan Panda
- Abiotic Stress and Agro-Biotechnology Lab, Institute of Life Sciences, Nalco Square, Bhubaneswar, 751023, Odisha, India.
| | - Gyanasri Sahu
- Abiotic Stress and Agro-Biotechnology Lab, Institute of Life Sciences, Nalco Square, Bhubaneswar, 751023, Odisha, India.
| | - Tilak Chandra
- Abiotic Stress and Agro-Biotechnology Lab, Institute of Life Sciences, Nalco Square, Bhubaneswar, 751023, Odisha, India.
| | - Ajay Kumar Parida
- Abiotic Stress and Agro-Biotechnology Lab, Institute of Life Sciences, Nalco Square, Bhubaneswar, 751023, Odisha, India.
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10
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Deng Y, Zhang H, Wang H, Xing G, Lei B, Kuang Z, Zhao Y, Li C, Dai S, Yang X, Wei J, Zhang J. The Construction and Exploration of a Comprehensive MicroRNA Centered Regulatory Network in Foxtail Millet ( Setaria italica L.). FRONTIERS IN PLANT SCIENCE 2022; 13:848474. [PMID: 35599893 PMCID: PMC9121102 DOI: 10.3389/fpls.2022.848474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 04/14/2022] [Indexed: 06/15/2023]
Abstract
MicroRNA (miRNA) is an essential endogenous post-transcriptional regulatory factor, and foxtail millet (Setaria italica L.) is an ideal C4 model cereal that is a highly valuable crop in semiarid and arid areas. The Research on comprehensive and high confidence identification and annotation of foxtail millet miRNAs needs to be strengthened, and to our knowledge, there is no information on the regulatory network of foxtail millet miRNA. In this study, 136 high confidence miRNAs were identified through high-throughput sequencing of the small RNAs in seven tissues at the shooting and grain filling stages of foxtail millet. A total of 2,417 target genes were obtained by combining computational biology software and degradome sequencing methods. Furthermore, an analysis using transcriptome sequencing revealed the relationships between miRNAs and their target genes and simultaneously explored key regulatory modules in panicles during the grain filling stage. An miRNA regulatory network was constructed to explore the functions of miRNA in more detail. This network, centered on miRNAs and combining upstream transcriptional factors and downstream target genes, is primarily composed of feed forward loop motifs, which greatly enhances our knowledge of the potential functions of miRNAs and uncovers numerous previously unknown regulatory links. This study provides a solid foundation for research on the function and regulatory network of miRNAs in foxtail millet.
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Affiliation(s)
- Yang Deng
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Institute of Biotechnology, Beijing, China
| | - Haolin Zhang
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- College of Life Science, Shanghai Normal University, Shanghai, China
| | - Hailong Wang
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Institute of Biotechnology, Beijing, China
| | - Guofang Xing
- College of Agricultural, Shanxi Agricultural University, Jinzhong, China
- Shanxi Key Laboratory of Minor Crop Germplasm Innovation and Molecular Breeding, College of Agriculture, Shanxi Agricultural University, Jinzhong, China
| | - Biao Lei
- College of Agricultural, Shanxi Agricultural University, Jinzhong, China
- Shanxi Key Laboratory of Minor Crop Germplasm Innovation and Molecular Breeding, College of Agriculture, Shanxi Agricultural University, Jinzhong, China
| | - Zheng Kuang
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Institute of Biotechnology, Beijing, China
| | - Yongxin Zhao
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Institute of Biotechnology, Beijing, China
| | - Congcong Li
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Institute of Biotechnology, Beijing, China
| | - Shaojun Dai
- College of Life Science, Shanghai Normal University, Shanghai, China
| | - Xiaozeng Yang
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Institute of Biotechnology, Beijing, China
| | - Jianhua Wei
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Institute of Biotechnology, Beijing, China
| | - Jiewei Zhang
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
- Beijing Key Laboratory of Agricultural Genetic Resources and Biotechnology, Institute of Biotechnology, Beijing, China
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11
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Teng Z, Yu H, Wang G, Meng S, Liu B, Yi Y, Chen Y, Zheng Q, Liu L, Yang J, Duan M, Zhang J, Ye N. Synergistic interaction between ABA and IAA due to moderate soil drying promotes grain filling of inferior spikelets in rice. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2022; 109:1457-1472. [PMID: 34921476 DOI: 10.1111/tpj.15642] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Revised: 12/05/2021] [Accepted: 12/11/2021] [Indexed: 06/14/2023]
Abstract
Poor grain filling of inferior spikelets is becoming a severe problem in some super rice varieties with large panicles. Moderate soil drying (MD) after pollination has been proven to be a practical strategy to promote grain filling. However, the molecular mechanisms underlying this phenomenon remain largely unexplored. Here, transcriptomic analysis of the most active grain filling stage revealed that both starch metabolism and phytohormone signaling were significantly promoted by MD treatment, accompanied by increased enzyme activities of starch synthesis and elevated abscisic acid (ABA) and indole-3-acetic acid (IAA) content in the inferior spikelet. Moreover, the IAA biosynthesis genes OsYUC11 and OsTAR2 were upregulated, while OsIAA29 and OsIAA24, which encode two repressors of auxin signaling, were downregulated by MD, implying a regulation of both IAA biosynthesis and auxin signal transduction in the inferior spikelet by MD. A notable improvement in grain filling of the inferior spikelet was found in the aba8ox2 mutant, which is mutated in an ABA catabolism gene. In contrast, overexpression of OsABA8ox2 significantly reduced grain filling. Interestingly, not only the IAA content, but also the expression of IAA biosynthesis and auxin-responsive genes displayed a similar trend to that in the inferior spikelet under MD. In addition, several OsTPP genes were downregulated in the inferior spikelets of both MD/ABA-treated wild-type plants and the aba8ox2 mutant, resulting in lower trehalose content and higher levels of -6-phosphate (T6P), thereby increasing the expression of OsTAR2, a target of T6P. Taken together, our results suggest that the synergistic interaction of ABA-mediated accumulation of IAA promotes grain filling of inferior spikelets under MD.
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Affiliation(s)
- Zhenning Teng
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
- Hunan Provincial Key Laboratory of Rice Stress Biology, Hunan Agricultural University, Changsha, 410128, China
| | - Huihui Yu
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
- Hunan Provincial Key Laboratory of Rice Stress Biology, Hunan Agricultural University, Changsha, 410128, China
| | - Guanqun Wang
- Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong, China
| | - Shuan Meng
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
| | - Bohan Liu
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
| | - Yake Yi
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
| | - Yinke Chen
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
| | - Qin Zheng
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
| | - Ling Liu
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
| | - Jianchang Yang
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province, Yangzhou University, Yangzhou, Jiangsu, China
| | - Meijuan Duan
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
- Hunan Provincial Key Laboratory of Rice Stress Biology, Hunan Agricultural University, Changsha, 410128, China
| | - Jianhua Zhang
- Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong, China
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong, China
| | - Nenghui Ye
- College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
- Hunan Provincial Key Laboratory of Rice Stress Biology, Hunan Agricultural University, Changsha, 410128, China
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12
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Wang T, Lu Q, Song H, Hu N, Wei Y, Li P, Liu Y, Zhao Z, Liu J, Zhang B, Peng R. DNA Methylation and RNA-Sequencing Analysis Show Epigenetic Function During Grain Filling in Foxtail Millet ( Setaria italica L.). FRONTIERS IN PLANT SCIENCE 2021; 12:741415. [PMID: 34512708 PMCID: PMC8429616 DOI: 10.3389/fpls.2021.741415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 08/06/2021] [Indexed: 06/13/2023]
Abstract
Grain filling is a crucial process for crop yield and quality. Certain studies already gained insight into the molecular mechanism of grain filling. However, it is unclear whether epigenetic modifications are associated with grain filling in foxtail millet. Global DNA methylation and transcriptome analysis were conducted in foxtail millet spikelets during different stages to interpret the epigenetic effects of the grain filling process. The study employed the whole-genome bisulfite deep sequencing and advanced bioinformatics to sequence and identify all DNA methylation during foxtail millet grain filling; the DNA methylation-mediated gene expression profiles and their involved gene network and biological pathway were systematically studied. One context of DNA methylation, namely, CHH methylation, was accounted for the largest percentage, and it was gradually increased during grain filling. Among all developmental stages, the methylation levels were lowest at T2, followed by T4, which mainly occurred in CHG. The distribution of differentially methylated regions (DMR) was varied in the different genetic regions for three contexts. In addition, gene expression was negatively associated with DNA methylation. Evaluation of the interconnection of the DNA methylome and transcriptome identified some stage-specific differentially expressed genes associated with the DMR at different stages compared with the T1 developmental stage, indicating the potential function of epigenetics on the expression regulation of genes related to the specific pathway at different stages of grain development. The results demonstrated that the dynamic change of DNA methylation plays a crucial function in gene regulation, revealing the potential function of epigenetics in grain development in foxtail millet.
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Affiliation(s)
- Tao Wang
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, China
- Innovation and Practice Base for Postdoctors, Anyang Institute of Technology, Anyang, China
| | - Quanwei Lu
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, China
| | - Hui Song
- Anyang Academy of Agriculture Sciences, Anyang, China
| | - Nan Hu
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, China
| | - Yangyang Wei
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, China
| | - Pengtao Li
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, China
| | - Yuling Liu
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, China
| | - Zilin Zhao
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, China
| | - Jinrong Liu
- Anyang Academy of Agriculture Sciences, Anyang, China
| | - Baohong Zhang
- Department of Biology, East Carolina University, Greenville, NC, United States
| | - Renhai Peng
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang, China
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13
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Li H, Li A, Shen W, Ye N, Wang G, Zhang J. Global Survey of Alternative Splicing in Rice by Direct RNA Sequencing During Reproductive Development: Landscape and Genetic Regulation. RICE (NEW YORK, N.Y.) 2021; 14:75. [PMID: 34383135 PMCID: PMC8360254 DOI: 10.1186/s12284-021-00516-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 08/03/2021] [Indexed: 05/14/2023]
Abstract
Alternative splicing is a widespread phenomenon, which generates multiple isoforms of the gene product. Reproductive development is the key process for crop production. Although numerous forms of alternative splicing have been identified in model plants, large-scale study of alternative splicing dynamics during reproductive development in rice has not been conducted. Here, we investigated alternative splicing of reproductive development of young panicles (YP), unfertilized florets (UF) and fertilized florets (F) in rice using direct RNA sequencing, small RNA sequencing, and degradome sequencing. We identified a total of 35,317 alternative splicing (AS) events, among which 67.2% splicing events were identified as novel alternative splicing events. Intron retention (IR) was the most abundant alternative splicing subtype. Splicing factors that differentially expressed and alternatively spliced could result in global alternative splicing. Global analysis of miRNAs-targets prediction revealed that alternative spliced transcripts affected miRNAs' targets during development. Degradome sequencing detected only 6.8% of the differentially alternative splicing transcripts, suggesting a productive transcripts generation during development. In addition, alternative splicing isoforms of Co-like, a transcription factor, interacted with Casein kinase 1-like protein HD1 (CKI) examined in luciferase assay, which could modulate normal male-floral organs development and flowering time. These results reveal that alternative splicing is intensely associated with developmental stages, and a high complexity of gene regulation.
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Affiliation(s)
- Haoxuan Li
- Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Aixuan Li
- CAS Key Laboratory of RNA Biology, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Wei Shen
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Nenghui Ye
- Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China, College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
| | - Guanqun Wang
- Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong.
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong.
| | - Jianhua Zhang
- Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong.
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong.
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14
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Wang G, Li X, Li Y, Ye N, Li H, Zhang J. Comprehensive epigenome and transcriptome analysis of carbon reserve remobilization in indica and japonica rice stems under moderate soil drying. JOURNAL OF EXPERIMENTAL BOTANY 2021; 72:1384-1398. [PMID: 33130853 DOI: 10.1093/jxb/eraa502] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 10/27/2020] [Indexed: 06/11/2023]
Abstract
Moderate soil drying (MD) imposed at the post-anthesis stage significantly improves carbon reserve remobilization in rice stems, increasing grain yield. However, the methylome and transcriptome profiles of carbon reserve remobilization under MD are obscure in indica and japonica rice stems. Here, we generated whole-genome single-base resolution maps of the DNA methylome in indica and japonica rice stems. DNA methylation levels were higher in indica than in japonica and positively correlated with genome size. MD treatment had a weak impact on the changes in methylation levels in indica. Moreover, the number of differentially methylated regions was much lower in indica, indicating the existence of cultivar-specific methylation patterns in response to MD during grain filling. The gene encoding β-glucosidase 1, involved in the starch degradation process, was hypomethylated and up-regulated in indica, resulting in improved starch to sucrose conversion under MD treatment. Additionally, increased expression of MYBS1 transactivated the expression of AMYC2/OsAMY2A in both indica and japonica, leading to enhanced starch degradation under MD. In contrast, down-regulated expression of MYB30 resulted in increased expression of BMY5 in both cultivars. Our findings decode the dynamics of DNA methylation in indica and japonica rice stems and propose candidate genes for improving carbon reserve remobilization.
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Affiliation(s)
- Guanqun Wang
- Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong
| | - Xiaozheng Li
- College of Life Sciences and Oceanography, Shenzhen University, Shenzhen, China
| | - Yongqiang Li
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Nenghui Ye
- Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China, College of Agriculture, Hunan Agricultural University, Changsha, 410128, China
| | - Haoxuan Li
- Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Jianhua Zhang
- Department of Biology, Hong Kong Baptist University, Kowloon, Hong Kong
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong
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15
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Zhang Z, Gong J, Li X, Ding Y, Wang B, Shi J, Liu M, Yang B. Underlying mechanism on source-sink carbon balance of grazed perennial grass during regrowth: Insights into optimal grazing regimes of restoration of degraded grasslands in a temperate steppe. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021; 277:111439. [PMID: 33035939 DOI: 10.1016/j.jenvman.2020.111439] [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: 06/26/2020] [Revised: 08/17/2020] [Accepted: 09/25/2020] [Indexed: 06/11/2023]
Abstract
Overgrazing is the main driver of grassland degradation and productivity reduction in northern China. The restoration of degraded grasslands depends on optimal grazing regimes that modify the source-sink balance to promote best carbon (C) assimilation and allocation, thereby promoting rapid compensatory growth of the grazed plants. We used in situ13CO2 labeling and field regrowth studies of Stipa grandis P.A. Smirn.to examine the effects of different grazing intensities (light, medium, heavy, and grazing exclusion) on photosynthetic C assimilation and partitioning, on reallocation of non-structural carbohydrates during regrowth, and on the underlying regulatory mechanisms. Light grazing increased the sink demand of newly expanded leaves and significantly promoted 13C fixation by increasing the photosynthetic capacity of the leaves and accelerating fructose transfer from the stem. Although C assimilation decreased under medium and heavy grazing, S. grandis exhibited a tolerance strategy that preferentially allocated more starch and 13C to the roots for storage to balance sink competition between newly expanded leaves and the roots. Sucrose phosphate synthase (SPS), sucrose synthase (SS), and other plant hormones regulated source-sink imbalances during regrowth. Abscisic acid promoted accumulation of aboveground biomass by stimulating stem SPS activity, whereas jasmonate increased root starch synthesis, thereby increasing belowground biomass. Overall, S. grandis could optimize source-sink relationships and above- and belowground C allocation to support regrowth after grazing by the regulating activities of SPS, SS and other hormones. These results provide new insights into C budgets under grazing and guidance for sustainable grazing management in semi-arid grasslands.
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Affiliation(s)
- Zihe Zhang
- Key Laboratory of Surface Processes and Resource Ecology, Beijing Key Laboratory of Traditional Chinese Medicine Protection and Utilization, Faculty of Geographical Science, No. 19 Xinjiekouwai Street, Haidian District, Beijing Normal University, Beijing, 100875, China.
| | - Jirui Gong
- Key Laboratory of Surface Processes and Resource Ecology, Beijing Key Laboratory of Traditional Chinese Medicine Protection and Utilization, Faculty of Geographical Science, No. 19 Xinjiekouwai Street, Haidian District, Beijing Normal University, Beijing, 100875, China.
| | - Xiaobing Li
- Key Laboratory of Surface Processes and Resource Ecology, Beijing Key Laboratory of Traditional Chinese Medicine Protection and Utilization, Faculty of Geographical Science, No. 19 Xinjiekouwai Street, Haidian District, Beijing Normal University, Beijing, 100875, China.
| | - Yong Ding
- Grassland Research Institute, Chinese Academy of Agricultural Sciences, 120 Ulanqab East Street, Saihan District, Hohhot, Inner Mongolia, 010021, China.
| | - Biao Wang
- Key Laboratory of Surface Processes and Resource Ecology, Beijing Key Laboratory of Traditional Chinese Medicine Protection and Utilization, Faculty of Geographical Science, No. 19 Xinjiekouwai Street, Haidian District, Beijing Normal University, Beijing, 100875, China.
| | - Jiayu Shi
- Key Laboratory of Surface Processes and Resource Ecology, Beijing Key Laboratory of Traditional Chinese Medicine Protection and Utilization, Faculty of Geographical Science, No. 19 Xinjiekouwai Street, Haidian District, Beijing Normal University, Beijing, 100875, China.
| | - Min Liu
- Key Laboratory of Tourism and Resources Environment, Taishan University, Tai'an, Shandong province, 271021, China.
| | - Bo Yang
- Key Laboratory of Surface Processes and Resource Ecology, Beijing Key Laboratory of Traditional Chinese Medicine Protection and Utilization, Faculty of Geographical Science, No. 19 Xinjiekouwai Street, Haidian District, Beijing Normal University, Beijing, 100875, China.
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16
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Wang T, Song H, Li P, Wei Y, Hu N, Chen Z, Wang W, Liu J, Zhang B, Peng R. Transcriptome Analysis Provides Insights into Grain Filling in Foxtail Millet ( Setaria italica L.). Int J Mol Sci 2020; 21:ijms21145031. [PMID: 32708737 PMCID: PMC7403974 DOI: 10.3390/ijms21145031] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 07/08/2020] [Accepted: 07/13/2020] [Indexed: 12/16/2022] Open
Abstract
Grain filling is an importantly developmental process which is associated with the yield and quality of foxtail millet (Setaria italic L.). However, the molecular mechanisms of grain filling are rarely reported in foxtail millet. In our study, RNA-seq was performed to investigate the transcriptional dynamics and identify the key genes involved in grain filling in foxtail millet at five different developmental stages. A total of 11,399 differentially expressed genes (DEGs), including 902 transcription factors (TFs), were identified. Certain important genes involved in grain filling were discovered through a function annotation and temporal expression patterns analysis. These genes included genes associated with starch biosynthesis, cell-wall invertases, hormone signal transduction, and polyamine metabolism pathways. The expression levels of seven randomly selected DEGs were validated by a quantitative real-time polymerase chain reaction (qRT-PCR). This study provides the first insight into the changes in the gene expression of grain filling at different developmental stages in foxtail millet. These results could help understand the complex molecular mechanisms of the panicle formation in foxtail millet and other cereal crops.
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Affiliation(s)
- Tao Wang
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, China; (T.W.); (P.L.); (Y.W.); (N.H.); (Z.C.); (W.W.)
- Innovation and Practice Base for Postdoctors, Anyang Institute of Technology, Anyang 455000, China
| | - Hui Song
- Anyang Academy of Agriculture Sciences, Anyang 455000, China; (H.S.); (J.L.)
| | - Pengtao Li
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, China; (T.W.); (P.L.); (Y.W.); (N.H.); (Z.C.); (W.W.)
| | - Yangyang Wei
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, China; (T.W.); (P.L.); (Y.W.); (N.H.); (Z.C.); (W.W.)
| | - Nan Hu
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, China; (T.W.); (P.L.); (Y.W.); (N.H.); (Z.C.); (W.W.)
| | - Zhenwen Chen
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, China; (T.W.); (P.L.); (Y.W.); (N.H.); (Z.C.); (W.W.)
| | - Weiqi Wang
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, China; (T.W.); (P.L.); (Y.W.); (N.H.); (Z.C.); (W.W.)
| | - Jinrong Liu
- Anyang Academy of Agriculture Sciences, Anyang 455000, China; (H.S.); (J.L.)
| | - Baohong Zhang
- Department of Biology, East Carolina University, Greenville, NC 27858, USA
- Correspondence: (B.Z.); (R.P.); Tel.: +1-252-328-2021 (B.Z.); +86-372-2909279 (R.P.)
| | - Renhai Peng
- College of Biology and Food Engineering, Anyang Institute of Technology, Anyang 455000, China; (T.W.); (P.L.); (Y.W.); (N.H.); (Z.C.); (W.W.)
- Correspondence: (B.Z.); (R.P.); Tel.: +1-252-328-2021 (B.Z.); +86-372-2909279 (R.P.)
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17
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Song T, Yang F, Das D, Chen M, Hu Q, Tian Y, Cheng C, Liu Y, Zhang J. Transcriptomic analysis of photosynthesis‐related genes regulated by alternate wetting and drying irrigation in flag leaves of rice. Food Energy Secur 2020. [DOI: 10.1002/fes3.221] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Affiliation(s)
- Tao Song
- Shenzhen Research Institute The Chinese University of Hong Kong Shenzhen China
| | - Feng Yang
- Shenzhen Research Institute The Chinese University of Hong Kong Shenzhen China
| | - Debatosh Das
- Shenzhen Research Institute The Chinese University of Hong Kong Shenzhen China
| | - Moxian Chen
- Shenzhen Research Institute The Chinese University of Hong Kong Shenzhen China
- Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China Hunan Agricultural University Changsha China
| | - Qijuan Hu
- Shenzhen Research Institute The Chinese University of Hong Kong Shenzhen China
| | - Yuan Tian
- Shenzhen Research Institute The Chinese University of Hong Kong Shenzhen China
| | - Chaolin Cheng
- Shenzhen Research Institute The Chinese University of Hong Kong Shenzhen China
| | - Yue Liu
- Shenzhen Research Institute The Chinese University of Hong Kong Shenzhen China
| | - Jianhua Zhang
- Department of Biology Hong Kong Baptist University Kowloon Hong Kong
- School of Life Sciences and State Key Laboratory of Agrobiotechnology The Chinese University of Hong Kong Shatin Hong Kong
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18
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Kimbembe RER, Li G, Fu G, Feng B, Fu W, Tao L, Chen T. Proteomic analysis of salicylic acid regulation of grain filling of two near-isogenic rice (Oryza sativa L.) varieties under soil drying condition. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2020; 151:659-672. [PMID: 32348929 DOI: 10.1016/j.plaphy.2020.04.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Revised: 03/17/2020] [Accepted: 04/06/2020] [Indexed: 05/28/2023]
Abstract
Grain filling is the final determinant of yield, and this process is susceptible to abiotic stresses. Salicylic acid (SA) regulates grain filling in rice plants. A comparative proteomic study was conducted to understand how SA mediates grain filling under soil drying (SD) condition. Zhefu802 and its near-isogenic line (NIL) were planted in pots in an artificial chamber. SA (100 mg L-1) was applied, followed by SD treatment (with a water potential of -30 to -35 kPa) at anthesis. The results showed that the grain yield and grain weight significantly decreased under SD in Zhefu802, but not in its NIL variety. SD also decreased expression of photosynthesis-related proteins in grains of Zhefu802, which resulted in its poorer drought resistance. Furthermore, the decreased grain filling rate rather than the grain size explained the observed decreased grain weight and grain yield under SD. Interestingly, these reductions were reversed by SA. Expression of proteins involved in glycolysis/TCA circle, starch and sucrose metabolism, antioxidation and detoxication, oxidative phosphorylation, transcription, translation, and signal transduction, were significantly down-regulated under SD and were significantly up-regulated in response to SA. The expression of these proteins was examined at transcriptional level and similar results were obtained. Inhibited expression of these proteins and related pathways contributed to the observed decrease in the grain filling rate of Zhefu802, and application of SA up-regulated expression of these proteins to improve grain weight. The findings of this study provide new insights into grain filling regulation by SA, and offer the scientific foundation for cultivation practice.
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Affiliation(s)
- Romesh Eric Romy Kimbembe
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, 310006, China
| | - Guangyan Li
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, 310006, China
| | - Guanfu Fu
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, 310006, China
| | - Baohua Feng
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, 310006, China
| | - Weimeng Fu
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, 310006, China
| | - Longxing Tao
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, 310006, China.
| | - Tingting Chen
- National Key Laboratory of Rice Biology, China National Rice Research Institute, Hangzhou, 310006, China.
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19
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Wang G, Li H, Gong Y, Yang J, Yi Y, Zhang J, Ye N. Expression profile of the carbon reserve remobilization from the source to sink in rice in response to soil drying during grain filling. Food Energy Secur 2020. [DOI: 10.1002/fes3.204] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Affiliation(s)
- Guanqun Wang
- Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China College of Agriculture Hunan Agricultural University Changsha China
- Department of Biology Hong Kong Baptist University Kowloon Hong Kong
| | - Haoxuan Li
- Department of Biology Hong Kong Baptist University Kowloon Hong Kong
| | - Yulong Gong
- School of Life Sciences and State Key Laboratory of Agrobiotechnology The Chinese University of Hong Kong Shatin Hong Kong
| | - Jianchang Yang
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province Yangzhou University Yangzhou China
| | - Yake Yi
- Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China College of Agriculture Hunan Agricultural University Changsha China
| | - Jianhua Zhang
- Department of Biology Hong Kong Baptist University Kowloon Hong Kong
- School of Life Sciences and State Key Laboratory of Agrobiotechnology The Chinese University of Hong Kong Shatin Hong Kong
| | - Nenghui Ye
- Southern Regional Collaborative Innovation Center for Grain and Oil Crops in China College of Agriculture Hunan Agricultural University Changsha China
- Department of Biology Hong Kong Baptist University Kowloon Hong Kong
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