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Mani B, Kaur I, Dhingra Y, Saxena V, Krishna GK, Kumar R, Chinnusamy V, Agarwal M, Katiyar-Agarwal S. Tetraspanin 5 orchestrates resilience to salt stress through the regulation of ion and reactive oxygen species homeostasis in rice. PLANT BIOTECHNOLOGY JOURNAL 2024. [PMID: 39356169 DOI: 10.1111/pbi.14476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 07/25/2024] [Accepted: 09/01/2024] [Indexed: 10/03/2024]
Abstract
Tetraspanins (TETs) are integral membrane proteins, characterized by four transmembrane domains and a unique signature motif in their large extracellular loop. They form dynamic supramolecular complexes called tetraspanin-enriched microdomains (TEMs), through interactions with partner proteins. In plants, TETs are involved in development, reproduction and immune responses, but their role in defining abiotic stress responses is largely underexplored. We focused on OsTET5, which is differentially expressed under various abiotic stresses and localizes to both plasma membrane and endoplasmic reticulum. Using overexpression and underexpression transgenic lines we demonstrate that OsTET5 contributes to salinity and drought stress tolerance in rice. OsTET5 can interact with itself in yeast, suggesting homomer formation. Immunoblotting of native PAGE of microsomal fraction enriched from OsTET5-Myc transgenic rice lines revealed multimeric complexes containing OsTET5, suggesting the potential formation of TEM complexes. Transcriptome analysis, coupled with quantitative PCR-based validation, of OsTET5-altered transgenic lines unveiled the differential expression patterns of several stress-responsive genes, as well as those coding for transporters under salt stress. Notably, OsTET5 plays a crucial role in maintaining the ionic equilibrium during salinity stress, particularly by preserving an elevated potassium-to-sodium (K+/Na+) ratio. OsTET5 also regulates reactive oxygen species homeostasis, primarily by modulating the gene expression and activities of antioxidant pathway enzymes and proline accumulation. Our comprehensive investigation underscores the multifaceted role of OsTET5 in rice, accentuating its significance in developmental processes and abiotic stress tolerance. These findings open new avenues for potential strategies aimed at enhancing stress resilience and making valuable contributions to global food security.
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Affiliation(s)
- Balaji Mani
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi, India
| | - Inderjit Kaur
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi, India
| | - Yashika Dhingra
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi, India
| | - Vidisha Saxena
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi, India
| | - G K Krishna
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Rahul Kumar
- Department of Plant Sciences, School of Life Sciences, University of Hyderabad, Hyderabad, Telangana, India
| | - Viswanathan Chinnusamy
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Manu Agarwal
- Department of Botany, University of Delhi North Campus, Delhi, India
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Abshire N, Hauck AL, Walia H, Obata T. Tissue- and time-dependent metabolite profiles during early grain development under normal and high night-time temperature conditions. BMC PLANT BIOLOGY 2024; 24:568. [PMID: 38886651 PMCID: PMC11184705 DOI: 10.1186/s12870-024-05190-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 05/23/2024] [Indexed: 06/20/2024]
Abstract
BACKGROUND Wheat grain development in the first few days after pollination determines the number of endosperm cells that influence grain yield potential and is susceptible to various environmental conditions, including high night temperatures (HNTs). Flag leaves and seed-associated bracts (glumes, awn, palea, and lemma) provide nutrients to the developing seed. However, the specific metabolic roles of these tissues are uncertain, especially their dynamics at different developmental stages and the time in a day. Tissue- and time-dependent metabolite profiling may hint at the metabolic roles of tissues and the mechanisms of how HNTs affect daytime metabolic status in early grain development. RESULTS The metabolite profiles of flag leaf, bract, seed (embryo and endosperm), and entire spike were analyzed at 12:00 (day) and 23:00 (night) on 2, 4, and 6 days after fertilization under control and HNT conditions. The metabolite levels in flag leaves and bracts showed day/night oscillations, while their behaviors were distinct between the tissues. Some metabolites, such as sucrose, cellobiose, and succinic acid, showed contrasting oscillations in the two photosynthetic tissues. In contrast, seed metabolite levels differed due to the days after fertilization rather than the time in a day. The seed metabolite profile altered earlier in the HNT than in the control condition, likely associated with accelerated grain development caused by HNT. HNT also disrupted the day/night oscillation of sugar accumulation in flag leaves and bracts. CONCLUSIONS These results highlight distinct metabolic roles of flag leaves and bracts during wheat early seed development. The seed metabolite levels are related to the developmental stages. The early metabolic events in the seeds and the disruption of the day/night metabolic cycle in photosynthetic tissues may partly explain the adverse effects of HNT on grain yield.
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Affiliation(s)
- Nathan Abshire
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, USA
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Andrew L Hauck
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, NE, USA
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Harkamal Walia
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, NE, USA
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Toshihiro Obata
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, USA.
- Center for Plant Science Innovation, University of Nebraska-Lincoln, Lincoln, NE, USA.
- Department of Biochemistry, Center for Plant Science Innovation, University of Nebraska-Lincoln, 1901 Vine Street, Lincoln, Nebraska, 68588, USA.
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Liu M, Zhou Y, Sun J, Mao F, Yao Q, Li B, Wang Y, Gao Y, Dong X, Liao S, Wang P, Huang S. From the floret to the canopy: High temperature tolerance during flowering. PLANT COMMUNICATIONS 2023; 4:100629. [PMID: 37226443 PMCID: PMC10721465 DOI: 10.1016/j.xplc.2023.100629] [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: 02/20/2023] [Revised: 04/29/2023] [Accepted: 05/22/2023] [Indexed: 05/26/2023]
Abstract
Heat waves induced by climate warming have become common in food-producing regions worldwide, frequently coinciding with high temperature (HT)-sensitive stages of many crops and thus threatening global food security. Understanding the HT sensitivity of reproductive organs is currently of great interest for increasing seed set. The responses of seed set to HT involve multiple processes in both male and female reproductive organs, but we currently lack an integrated and systematic summary of these responses for the world's three leading food crops (rice, wheat, and maize). In the present work, we define the critical high temperature thresholds for seed set in rice (37.2°C ± 0.2°C), wheat (27.3°C ± 0.5°C), and maize (37.9°C ± 0.4°C) during flowering. We assess the HT sensitivity of these three cereals from the microspore stage to the lag period, including effects of HT on flowering dynamics, floret growth and development, pollination, and fertilization. Our review synthesizes existing knowledge about the effects of HT stress on spikelet opening, anther dehiscence, pollen shedding number, pollen viability, pistil and stigma function, pollen germination on the stigma, and pollen tube elongation. HT-induced spikelet closure and arrest of pollen tube elongation have a catastrophic effect on pollination and fertilization in maize. Rice benefits from pollination under HT stress owing to bottom anther dehiscence and cleistogamy. Cleistogamy and secondary spikelet opening increase the probability of pollination success in wheat under HT stress. However, cereal crops themselves also have protective measures under HT stress. Lower canopy/tissue temperatures compared with air temperatures indicate that cereal crops, especially rice, can partly protect themselves from heat damage. In maize, husk leaves reduce inner ear temperature by about 5°C compared with outer ear temperature, thereby protecting the later phases of pollen tube growth and fertilization processes. These findings have important implications for accurate modeling, optimized crop management, and breeding of new varieties to cope with HT stress in the most important staple crops.
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Affiliation(s)
- Mayang Liu
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Yuhan Zhou
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Jiaxin Sun
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Fen Mao
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Qian Yao
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Baole Li
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Yuanyuan Wang
- College of Agronomy, South China Agricultural University, Guangdong, China
| | - Yingbo Gao
- Shandong Academy of Agricultural Sciences, Jinan, China
| | - Xin Dong
- Chongqing Academy of Agricultural Sciences, Chongqing, China
| | - Shuhua Liao
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Pu Wang
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China
| | - Shoubing Huang
- College of Agronomy and Biotechnology, China Agricultural University, Beijing, China.
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Su Q, Rohila JS, Ranganathan S, Karthikeyan R. Rice yield and quality in response to daytime and nighttime temperature increase - A meta-analysis perspective. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 898:165256. [PMID: 37423281 DOI: 10.1016/j.scitotenv.2023.165256] [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: 03/20/2023] [Revised: 06/27/2023] [Accepted: 06/30/2023] [Indexed: 07/11/2023]
Abstract
Increased heat stress during cropping season poses significant challenges to rice production, yet the complex stoichiometry between rice grain yield, quality and high daytime, nighttime temperature remains with gaps in current knowledge. We conducted a meta-analysis using a combined dataset of 1105 experiments for daytime temperature and 841 experiments for nighttime temperature from published literature to investigate the effects of high daytime temperature (HDT) and high nighttime temperatures (HNT) on rice yield and its various components (such as panicle number, spikelet number per panicle, seed set rate, grain weight) and grain quality traits (such as milling yield, chalkiness, amylose and protein contents). We established relationships between rice yield, its components, grain quality and the HDT/HNT, and studied phenotypic plasticity of the traits in response to HDT and HNT. Results showed that HNT had a more detrimental impact on rice yield and quality when compared with the HDT. The optimum daytime and nighttime temperatures for best rice yield were approximately 28 °C and 22 °C, respectively. Grain yield showed a decline by 7% and 6% for each 1 °C increase in HNT and HDT, respectively, when exceeded the optimum temperatures. Seed set rate (i.e., percent fertility) was the most sensitive trait to HDT and HNT and accounted for most of the yield losses. Both the HDT and HNT affected grain quality by increasing chalkiness and decreasing head rice percentage, which may affect marketability of the rice produced. Additionally, HNT was found to significantly impact nutritional quality (e.g., protein content) of rice grains. Our findings fill current knowledge gaps on estimations of rice yield losses and possible economic consequences under high temperatures and suggest that impacts on rice quality should also be considered for selection and breeding of high-temperature tolerant rice varieties in response to HDT and HNT.
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Affiliation(s)
- Qiong Su
- Department of Agricultural Sciences, Clemson University, SC 29634, USA.
| | - Jai S Rohila
- Dale Bumpers National Rice Research Center, United States Department of Agriculture, Agricultural Research Services, Stuttgart, AR 72160, USA
| | - Shyam Ranganathan
- School of Mathematical and Statistical Sciences, Clemson University, SC 29634, USA
| | - R Karthikeyan
- Department of Agricultural Sciences, Clemson University, SC 29634, USA.
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Chen S, Elrys AS, Zhao C, Cai Z, Zhang J, Müller C. Global patterns and controls of yield and nitrogen use efficiency in rice. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 898:165484. [PMID: 37454862 DOI: 10.1016/j.scitotenv.2023.165484] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 07/01/2023] [Accepted: 07/10/2023] [Indexed: 07/18/2023]
Abstract
Factors influencing rice (Oryza sativa L.) yield mainly include nitrogen (N) fertilizer, climate and soil properties. However, a comprehensive analysis of the role of climatic factors and soil physical and chemical properties and their interactions in controlling global yield and nitrogen use efficiency (e.g., agronomic efficiency of N (AEN)) of rice is still pending. In this article, we pooled 2293 observations from 363 articles and conducted a global systematic analysis. We found that the global mean yield and AEN were 6791 ± 48.6 kg ha-1 season-1 and 15.6 ± 0.29 kg kg-1, respectively. Rice yield was positively correlated with latitude, N application rate, soil total and available N, and soil organic carbon, but was negatively correlated with mean annual temperature (MAT) and soil bulk density. The response of yield to soil pH followed the parabolic model, with the peak occurring at pH = 6.35. Our analysis indicated that N application rate, soil total N, and MAT were the main factors driving rice yield globally, while precipitation promoted rice yield by enhancing soil total N. N application rate was the most important inhibitor of AEN globally, while soil cation exchange capacity (CEC) was the most important stimulator of AEN. MAT increased AEN through enhancing soil CEC, but precipitation decreased it by decreasing soil CEC. The yield varies with climatic zones, being greater in temperate and continental regions with low MAT than in tropical regions, but the opposite was observed for AEN. The driving factors of yield and AEN were climatic zone specific. Our findings emphasize that soil properties may interact with future changes in temperature to affect rice production. To achieve high AEN in rice fields, the central influence of CEC on AEN should be considered.
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Affiliation(s)
- Shending Chen
- School of Geography, Nanjing Normal University, Nanjing 210023, China
| | - Ahmed S Elrys
- Soil Science Department, Faculty of Agriculture, Zagazig University, 44519 Zagazig, Egypt; College of Tropical Crops, Hainan University, Haikou 570228, China; Liebig Centre for Agroecology and Climate Impact Research, Justus Liebig University, Germany
| | - Chang Zhao
- Institute of Geographical Science, Henan Academy of Sciences, Zhengzhou 450052, China
| | - Zucong Cai
- School of Geography, Nanjing Normal University, Nanjing 210023, China
| | - Jinbo Zhang
- School of Geography, Nanjing Normal University, Nanjing 210023, China; College of Tropical Crops, Hainan University, Haikou 570228, China; Liebig Centre for Agroecology and Climate Impact Research, Justus Liebig University, Germany.
| | - Christoph Müller
- Liebig Centre for Agroecology and Climate Impact Research, Justus Liebig University, Germany; Institute of Plant Ecology, Justus-Liebig University Giessen, Heinrich-Buff-Ring 26, 35392 Giessen, Germany; School of Biology and Environmental Science and Earth Institute, University College Dublin, Belfield, Dublin, Ireland
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Hu Y, Lin Y, Xia Y, Xu X, Wang Z, Cui X, Han L, Li J, Zhang R, Ding Y, Chen L. Overexpression of OsSnRK1a through a green tissue-specific promoter improves rice yield by accelerating sheath-to-panicle transport of nonstructural carbohydrates and increasing leaf photosynthesis. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 203:108048. [PMID: 37757719 DOI: 10.1016/j.plaphy.2023.108048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 08/27/2023] [Accepted: 09/20/2023] [Indexed: 09/29/2023]
Abstract
The redistribution of nonstructural carbohydrates (NSCs) in rice (Oryza sativa) sheaths contributes greatly to grain filling. Sucrose nonfermenting-1-related protein kinase 1 (SnRK1) regulates sheath-to-panicle transport of NSCs during rice grain filling; however, it is unknown whether elevated activity of SnRK1 in sheaths improves NSC transport and grain filling. Expression of OsSnRK1a is mainly responsible for regulating SnRK1 activity in rice sheaths. Analysis of transgenic rice plants containing the OsSnRK1a promoter::GUS construct indicated that OsSnRK1a is widely expressed in rice. Notably, OsSnRK1a is highly expressed in mesophyll cells of sheaths. Therefore, a green tissue promoter specifically expressed in sheaths and leaf parenchyma cells and phloem tissue was used to over-express OsSnRK1a in japonica rice. The transgenic lines exhibited increased SnRK1a expression and SnRK1 activity in sheaths. The NSC and starch in the transgenic lines and WT all showed accumulation before heading and during the early-filling stage, and declining at the peak filling stage. But the starch and NSC content in transgenic lines was lower than that of WT. Moreover, the transgenic lines showed lower sucrose contents and higher sucrose efflux rates. The accelerated sheath NSC transport improved grain filling, and stimulated panicle development in transgenic lines. SnRK1a expression and SnRK1 activity were also increased in the leaves of transgenic lines, which improved leaf photosynthetic activity and contributed to optimal grain filling and panicle development. These results verify the promotion of high SnRK1 activity in sheath NSC transport, and also provide a new approach to improving sheath NSC transport and rice yield.
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Affiliation(s)
- Yuxiang Hu
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Yan Lin
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Yongqing Xia
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Xuemei Xu
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Ziteng Wang
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China
| | - Xiran Cui
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Lin Han
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Jiaoyang Li
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Rongtao Zhang
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Yanfeng Ding
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China; Collaborative Innovation Center for Modern Crop Production co-sponsored by Province and Ministry, Nanjing, China
| | - Lin Chen
- College of Agriculture, Nanjing Agricultural University, Nanjing, China; Key Laboratory of Crop Physiology & Ecology in Southern China, Ministry of Agricultural University, Nanjing, China; Collaborative Innovation Center for Modern Crop Production co-sponsored by Province and Ministry, Nanjing, China.
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Zhao Y, Zhang C, Zhao Y, Peng Y, Ran X, Guo H, Shen Y, Liu W, Ding Y, Tang S. Multiple regulators were involved in glutelin synthesis and subunit accumulation in response to temperature and nitrogen during rice grain-filling stage. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 202:107967. [PMID: 37597275 DOI: 10.1016/j.plaphy.2023.107967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Accepted: 08/12/2023] [Indexed: 08/21/2023]
Abstract
Rice glutelin is sensitive to temperature and nitrogen, however, the regulatory mechanism of glutelin response to temperature and nitrogen is unclear. In this study, we conducted the open field warming experiment by the Free-air temperature enhancement facility and application of nitrogen during grain filling. In three-year field warming experiments, glutelin relative content was significantly increased under elevated temperature and application of nitrogen. Temperature and nitrogen and their interaction increased the glutelin accumulation rate in the early and middle grain filling stages (10-25d after flowering), but decreased the glutelin accumulation rate in the middle and late grain filling stages (25-45d after flowering). Elevated temperature promoted pro-glutelin levels whereas application of nitrogen under warming increased the amount of α-glutelin. At the transcriptional level, the expression levels of the glutelin-encoding genes and protein disulphide isomerase-like enzyme (PDIL1-1), glutelin precursor accumulation 4 (GPA4), glutelin precursor mutant 6 (GPA2), glutelin precursor accumulation 3 (GPA3) and vacuolar processing enzyme (OsVPE1) of glutelin folding, transport and accumulation-related genes were up-regulated by nitrogen under natural temperature as early as 5d after flowering. However, elevated temperature up-regulated glutelin-encoding genes before 20d after flowering, and the expression of endoplasmic reticulum chaperone (OsBip1), OsPDIL1-1, small GTPase gene (GPA1), GPA2-GPA4 and OsVPE1 were significantly increased post 20d after flowering under warming. In addition, the increase in glutelin content worsened grain quality, particularly chalkiness and eating quality. Overall, the results were helpful to understand glutelin accumulation and provide a theoretical basis for further study the relationship between rice quality and glutelin under global warming.
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Affiliation(s)
- Yufei Zhao
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China
| | - Chen Zhang
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China
| | - Yigong Zhao
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China
| | - Yuxuan Peng
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China
| | - Xuan Ran
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China
| | - Hao Guo
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China
| | - Yingying Shen
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China
| | - Wenzhe Liu
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China
| | - Yanfeng Ding
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China; Jiangsu Collaborative Innovation Center for Modern Crop Production, 210095, Nanjing, PR China
| | - She Tang
- College of Agronomy, Nanjing Agricultural University, 210095, Nanjing, PR China; Jiangsu Collaborative Innovation Center for Modern Crop Production, 210095, Nanjing, PR China.
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Fei L, Guo J, Liu W, Ma A, Wang M, Ling N, Guo S. Determining optimal nitrogen management to improve rice yield, quality and nitrogen use efficiency based on multi-index decision analysis method. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2023; 103:2357-2366. [PMID: 36710495 DOI: 10.1002/jsfa.12452] [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: 11/09/2022] [Revised: 01/12/2023] [Accepted: 01/13/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Reasonable nitrogen (N) supply is critical for increasing rice yield while improving grain quality and nitrogen use efficiency (NUE). However, the trade-off relationship between yield, quality and NUE of rice under N management has not been well understood enough. In the present study, a 2-year field experiment was conducted to identify optimal N fertilizer management practices that resulted in high-yield, high-quality and high-NUE by using the technique for order preference by similarity to an ideal solution (TOPSIS) with entropy weight (EW) method. RESULTS All the parameters of rice yield, quality and efficiency were remarkably affected by fertilization treatments. Compared with farmer's fertilization practice (FFP), optimizing N fertilizer treatment (OPT) and substituting 20% of N fertilizer with pig manure based on OPT treatment (OPTM) increased grain yield (2.87-6.62%) by maintaining higher 1000-grain weight and filled grains rate. The agronomic NUE (AE) and N partial factor productivity (PFP) under OPT and OPTM treatment were also remarkably increased by 32.81-43.01% and 28.59-33.28% with respect to the value under FFP treatment, respectively. Meanwhile, OPT and OPTM significantly improved the milling quality of rice by increasing brown rice rate (0.71-1.17%) and head rice rate (1.34-2.31%). OPT and OPTM significantly improved appearance quality by decreasing chalkiness and eating quality by reducing amylose content in 2020. The TOPSIS with EW showed that rice comprehensive evaluation could be maintained at a high level under OPT and OPTM. CONCLUSION OPT and OPTM were nutrient management modes of high-yield, high-quality and high-efficiency, and promising practice to improve rice comprehensive productivity. This strategy is also highly-consistent with the United Nations Sustainable Development Goals. © 2023 Society of Chemical Industry.
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Affiliation(s)
- Liwei Fei
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Junjie Guo
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Wenbo Liu
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Anlingyang Ma
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Min Wang
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Ning Ling
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
| | - Shiwei Guo
- Jiangsu Provincial Key Lab for Solid Organic Waste Utilization, Jiangsu Collaborative Innovation Center for Solid Organic Waste Resource Utilization, Nanjing Agricultural University, Nanjing, China
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9
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Sanwong P, Sanitchon J, Dongsansuk A, Jothityangkoon D. High Temperature Alters Phenology, Seed Development and Yield in Three Rice Varieties. PLANTS (BASEL, SWITZERLAND) 2023; 12:666. [PMID: 36771750 PMCID: PMC9921536 DOI: 10.3390/plants12030666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 01/22/2023] [Accepted: 01/29/2023] [Indexed: 06/18/2023]
Abstract
Rice is an important and main staple food crop. Rice in Thailand grows in both the on- and off-seasons. The problem of growing rice in the off-season is that it is dry and the temperature tends to be high. To evaluate the effects of high temperatures on their phenology, yield and seed quality, three rice varieties were cultivated off-season in 2018 and 2019. Rice plants were grown in cement pots on planting date I (PDI; off-season; mid-January) and planting date II (PDII; late off-season; beginning of February). The results showed that rice plants were exposed to higher temperatures in 2019 (than 2018), as indicated by a higher accumulated growing degree day (AGDD). The high AGDD affected the phenology of the rice by shortening the duration of its development from sowing to physiological maturity (PM) from 106.8 DAS in 2018 to 86.0 DAS in 2019. The high AGDD shortened the development duration of the embryo and endosperm, resulting in reductions in the size and growth rates of the embryo and endosperm, and eventually reduced the yield and the yield components. Moreover, the high AGDD reduced the seed quality, as indicated by a decline in the seedling growth rate (SGR) and an increase in chalkiness. Among the varieties, the high temperature in 2019 caused the smallest phenological shift in Chai Nat 1 (CN1), while the shift was largest in Pathum Thani 1 (PTT1). In addition, CN1 exhibited a significantly higher total seed weight/panicle, 1000-seed weight and percentage of filled seed/pot than SP1 and PPT1. It was suggested that CN1 could be described as heat tolerant, and PTT1 as heat sensitive. It was also suggested that farmers should select appropriate rice varieties to grow in the off-season due to the risk of a high-temperature-induced reduction in the seed yield and quality.
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Affiliation(s)
- Pranee Sanwong
- Department of Agronomy, Faculty of Agriculture, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Jirawat Sanitchon
- Department of Agronomy, Faculty of Agriculture, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Anoma Dongsansuk
- Department of Agronomy, Faculty of Agriculture, Khon Kaen University, Khon Kaen 40002, Thailand
- Salt Tolerance Rice Research Group, Khon Kaen University, Khon Kaen 40002, Thailand
| | - Darunee Jothityangkoon
- Department of Agronomy, Faculty of Agriculture, Khon Kaen University, Khon Kaen 40002, Thailand
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Ma B, Zhang L, He Z. Understanding the regulation of cereal grain filling: The way forward. JOURNAL OF INTEGRATIVE PLANT BIOLOGY 2023; 65:526-547. [PMID: 36648157 DOI: 10.1111/jipb.13456] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 01/17/2023] [Indexed: 06/17/2023]
Abstract
During grain filling, starch and other nutrients accumulate in the endosperm; this directly determines grain yield and grain quality in crops such as rice (Oryza sativa), maize (Zea mays), and wheat (Triticum aestivum). Grain filling is a complex trait affected by both intrinsic and environmental factors, making it difficult to explore the underlying genetics, molecular regulation, and the application of these genes for breeding. With the development of powerful genetic and molecular techniques, much has been learned about the genes and molecular networks related to grain filling over the past decades. In this review, we highlight the key factors affecting grain filling, including both biological and abiotic factors. We then summarize the key genes controlling grain filling and their roles in this event, including regulators of sugar translocation and starch biosynthesis, phytohormone-related regulators, and other factors. Finally, we discuss how the current knowledge of valuable grain filling genes could be integrated with strategies for breeding cereal varieties with improved grain yield and quality.
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Affiliation(s)
- Bin Ma
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology & Ecology, Chinese Academy of Sciences, Shanghai, 200032, China
| | - Lin Zhang
- Joint International Research Laboratory of Agriculture and Agri-Product Safety of the Ministry of Education, Yangzhou University, Yangzhou, 225009, China
- Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou, 225009, China
| | - Zuhua He
- National Key Laboratory of Plant Molecular Genetics, CAS Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology & Ecology, Chinese Academy of Sciences, Shanghai, 200032, China
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11
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Chen L, Liang Z, Xie S, Liu W, Wang M, Yan J, Yang S, Jiang B, Peng Q, Lin Y. Responses of differential metabolites and pathways to high temperature in cucumber anther. FRONTIERS IN PLANT SCIENCE 2023; 14:1131735. [PMID: 37123826 PMCID: PMC10140443 DOI: 10.3389/fpls.2023.1131735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Accepted: 03/24/2023] [Indexed: 05/03/2023]
Abstract
Cucumber is one of the most important vegetable crops, which is widely planted all over the world. Cucumber always suffers from high-temperature stress in South China in summer. In this study, liquid chromatography-mass spectrometry (LC-MS) analysis was used to study the differential metabolites of cucumber anther between high-temperature (HT) stress and normal condition (CK). After HT, the pollen fertility was significantly reduced, and abnormal anther structures were observed by the paraffin section. In addition, the metabolomics analysis results showed that a total of 125 differential metabolites were identified after HT, consisting of 99 significantly upregulated and 26 significantly downregulated metabolites. Among these differential metabolites, a total of 26 related metabolic pathways were found, and four pathways showed significant differences, namely, porphyrin and chlorophyll metabolism; plant hormone signal transduction; amino sugar and nucleotide sugar metabolism; and glycine, serine, and threonine metabolism. In addition, pollen fertility was decreased by altering the metabolites of plant hormone signal transduction and amino acid and sugar metabolism pathway under HT. These results provide a comprehensive understanding of the metabolic changes in cucumber anther under HT.
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Affiliation(s)
- Lin Chen
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Zhaojun Liang
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Shuyan Xie
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Wenrui Liu
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Min Wang
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Jinqiang Yan
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Songguang Yang
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Biao Jiang
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Qingwu Peng
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Yu’e Lin
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
- *Correspondence: Yu’e Lin,
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12
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Shao J, Li G, Li Y, Zhou X. Intraspecific responses of plant productivity and crop yield to experimental warming: A global synthesis. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 840:156685. [PMID: 35714738 DOI: 10.1016/j.scitotenv.2022.156685] [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: 03/30/2022] [Revised: 05/29/2022] [Accepted: 06/09/2022] [Indexed: 06/15/2023]
Abstract
Maintaining plant productivity and crop yield in a warming world requires local adaptation to new environment and selection of high-yield cultivars, which both depend on the genetically-based intraspecific differences in the plant response to warming (referred to as "genetically-based intraspecific responses"). However, how the genetically-based intraspecific responses mediate warming effects on plants remains unclear, especially at the global scale. Here, a dataset was compiled from 118 common-garden experiments to examine the responses of plant growth, productivity, and crop yield to warming among different ecotypes/genotypes/cultivars. Our results showed that the genetically-based intraspecific responses on average accounted for 34.7 % of the total variance in the warming responses across all the studies but with large variability (2 %-77 %). The intraspecific responses of plant productivity and crop yield were larger than those of organ level traits and biomass allocation, suggesting that plant growth was mainly achieved by iterating the relatively invariant terminal modules (e.g., leaves). The warming-induced changes in intraspecific variability of aboveground biomass were larger in woody plants, non-leguminous herbs, perennial herbs and noncrops than those in nonwoody, leguminous, annual and crop ones, respectively, indicating the potential important role of plant longevity in mediating the change in intraspecific variability. Moreover, larger intraspecific responses reduced the consistence of relative performance between control and warming treatments for both plant productivity and crop yield. These results highlight the unneglectable role of genetically-based intraspecific differences in plant responses to warming, indicating the difficulty of maintaining high crop yield and tree productivity under global climate change, and posing a grave threat to the food security and wood supply in the near future.
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Affiliation(s)
- Junjiong Shao
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China
| | - Gaobo Li
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China
| | - Yan Li
- State Key Laboratory of Subtropical Silviculture, Zhejiang A&F University, Hangzhou 311300, China
| | - Xuhui Zhou
- Northeast Asia ecosystem Carbon sink research Center (NACC), Center for Ecological Research, Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, China; Center for Global Change and Ecological Forecasting, School of Ecological and Environmental Sciences, East China Normal University, Shanghai 200241, China.
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13
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Tu D, Jiang Y, Salah A, Cai M, Peng W, Zhang L, Li C, Cao C. Response of Source-Sink Characteristics and Rice Quality to High Natural Field Temperature During Reproductive Stage in Irrigated Rice System. FRONTIERS IN PLANT SCIENCE 2022; 13:911181. [PMID: 35865292 PMCID: PMC9294507 DOI: 10.3389/fpls.2022.911181] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Accepted: 06/20/2022] [Indexed: 06/15/2023]
Abstract
Global warming greatly affects the development of rice at different growth stages, thereby deteriorating rice quality. However, the effect of high natural field temperature during reproductive stages on rice quality is unclear. Thus, grain filling dynamics, source-sink characteristics and quality-related traits were compared between two contrasting natural field temperature conditions namely normal (low temperature) (LRT) and hot (high temperature) growth season (HRT) during reproductive stage. Compared with LRT, HRT significantly increased chalky grain rate (about 1.6-3.1%), chalkiness level (about 4.7-22.4%), protein content (about 0.93-1.07%), pasting temperature, setback, and consistence, and decreased total starch content (about 4.6-6.2%). Moreover, HRT significantly reduced the leaf area index (LAI, about 0.54-1.11 m2 m-2), specific leaf weight (SLW, about 1.27-1.44 mg cm-2) and source-sink ratio (leaf-sink ratio and/or stem-sink ratio), shortened the active grain filling period by 3.1-3.2 days, and reduced the rations of dry matter translocation to grain (RDMs). In conclusion, we suggested that significant reduction in assimilate translocation after flowering, resulting in the reduced active grain-filling duration and the poor rice quality (high chalkiness and the poor eating and cooking quality), modulated by source-sink characteristics in response to high natural field temperature during reproductive stage. These results enriched the study of high temperature-stressed rice and served as an important reference for selecting high-quality, heat-tolerant varieties and protecting rice quality under high-temperature conditions.
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Affiliation(s)
- Debao Tu
- National Key Laboratory of Crop Genetic Improvement, MOA Key Laboratory of Crop Physiology, Ecology and Cultivation (The Middle Reaches of Yangtze River), Huazhong Agricultural University, Wuhan, China
- Rice Research Institute, Anhui Academy of Agricultural Sciences, Hefei, China
| | - Yang Jiang
- National Key Laboratory of Crop Genetic Improvement, MOA Key Laboratory of Crop Physiology, Ecology and Cultivation (The Middle Reaches of Yangtze River), Huazhong Agricultural University, Wuhan, China
| | - Akram Salah
- National Key Laboratory of Crop Genetic Improvement, MOA Key Laboratory of Crop Physiology, Ecology and Cultivation (The Middle Reaches of Yangtze River), Huazhong Agricultural University, Wuhan, China
| | - Mingli Cai
- National Key Laboratory of Crop Genetic Improvement, MOA Key Laboratory of Crop Physiology, Ecology and Cultivation (The Middle Reaches of Yangtze River), Huazhong Agricultural University, Wuhan, China
| | - Wei Peng
- National Key Laboratory of Crop Genetic Improvement, MOA Key Laboratory of Crop Physiology, Ecology and Cultivation (The Middle Reaches of Yangtze River), Huazhong Agricultural University, Wuhan, China
| | - Lijuan Zhang
- National Key Laboratory of Crop Genetic Improvement, MOA Key Laboratory of Crop Physiology, Ecology and Cultivation (The Middle Reaches of Yangtze River), Huazhong Agricultural University, Wuhan, China
| | - Chengfang Li
- National Key Laboratory of Crop Genetic Improvement, MOA Key Laboratory of Crop Physiology, Ecology and Cultivation (The Middle Reaches of Yangtze River), Huazhong Agricultural University, Wuhan, China
| | - Cougui Cao
- National Key Laboratory of Crop Genetic Improvement, MOA Key Laboratory of Crop Physiology, Ecology and Cultivation (The Middle Reaches of Yangtze River), Huazhong Agricultural University, Wuhan, China
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14
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Zhou R, Jiang F, Niu L, Song X, Yu L, Yang Y, Wu Z. Increase Crop Resilience to Heat Stress Using Omic Strategies. FRONTIERS IN PLANT SCIENCE 2022; 13:891861. [PMID: 35656008 PMCID: PMC9152541 DOI: 10.3389/fpls.2022.891861] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Accepted: 04/04/2022] [Indexed: 06/15/2023]
Abstract
Varieties of various crops with high resilience are urgently needed to feed the increased population in climate change conditions. Human activities and climate change have led to frequent and strong weather fluctuation, which cause various abiotic stresses to crops. The understanding of crops' responses to abiotic stresses in different aspects including genes, RNAs, proteins, metabolites, and phenotypes can facilitate crop breeding. Using multi-omics methods, mainly genomics, transcriptomics, proteomics, metabolomics, and phenomics, to study crops' responses to abiotic stresses will generate a better, deeper, and more comprehensive understanding. More importantly, multi-omics can provide multiple layers of information on biological data to understand plant biology, which will open windows for new opportunities to improve crop resilience and tolerance. However, the opportunities and challenges coexist. Interpretation of the multidimensional data from multi-omics and translation of the data into biological meaningful context remained a challenge. More reasonable experimental designs starting from sowing seed, cultivating the plant, and collecting and extracting samples were necessary for a multi-omics study as the first step. The normalization, transformation, and scaling of single-omics data should consider the integration of multi-omics. This review reports the current study of crops at abiotic stresses in particular heat stress using omics, which will help to accelerate crop improvement to better tolerate and adapt to climate change.
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Affiliation(s)
- Rong Zhou
- College of Horticulture, Nanjing Agricultural University, Nanjing, China
- Department of Food Science, Aarhus University, Aarhus, Denmark
| | - Fangling Jiang
- College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Lifei Niu
- College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Xiaoming Song
- College of Life Sciences, North China University of Science and Technology, Tangshan, China
| | - Lu Yu
- College of Horticulture, Nanjing Agricultural University, Nanjing, China
| | - Yuwen Yang
- Excellence and Innovation Center, Jiangsu Academy of Agricultural Sciences, Nanjing, China
| | - Zhen Wu
- College of Horticulture, Nanjing Agricultural University, Nanjing, China
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15
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Li M, Feng J, Zhou H, Najeeb U, Li J, Song Y, Zhu Y. Overcoming Reproductive Compromise Under Heat Stress in Wheat: Physiological and Genetic Regulation, and Breeding Strategy. FRONTIERS IN PLANT SCIENCE 2022; 13:881813. [PMID: 35646015 PMCID: PMC9137415 DOI: 10.3389/fpls.2022.881813] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 04/14/2022] [Indexed: 05/27/2023]
Abstract
The reproductive compromise under heat stress is a major obstacle to achieve high grain yield and quality in wheat worldwide. Securing reproductive success is the key solution to sustain wheat productivity by understanding the physiological mechanism and molecular basis in conferring heat tolerance and utilizing the candidate gene resources for breeding. In this study, we examined the performance on both carbon supply source (as leaf photosynthetic rate) and carbon sink intake (as grain yields and quality) in wheat under heat stress varying with timing, duration, and intensity, and we further surveyed physiological processes from source to sink and the associated genetic basis in regulating reproductive thermotolerance; in addition, we summarized the quantitative trait loci (QTLs) and genes identified for heat stress tolerance associated with reproductive stages. Discovery of novel genes for thermotolerance is made more efficient via the combination of transcriptomics, proteomics, metabolomics, and phenomics. Gene editing of specific genes for novel varieties governing heat tolerance is also discussed.
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Affiliation(s)
- Min Li
- National Engineering Laboratory of Crop Stress Resistance Breeding, School of Agronomy, Anhui Agricultural University, Hefei, China
| | - Jiming Feng
- National Engineering Laboratory of Crop Stress Resistance Breeding, School of Agronomy, Anhui Agricultural University, Hefei, China
| | - Han Zhou
- National Engineering Laboratory of Crop Stress Resistance Breeding, School of Agronomy, Anhui Agricultural University, Hefei, China
| | - Ullah Najeeb
- Faculty of Science, Universiti Brunei Darussalam, Bandar Seri Begawan, Brunei
| | - Jincai Li
- National Engineering Laboratory of Crop Stress Resistance Breeding, School of Agronomy, Anhui Agricultural University, Hefei, China
| | - Youhong Song
- National Engineering Laboratory of Crop Stress Resistance Breeding, School of Agronomy, Anhui Agricultural University, Hefei, China
| | - Yulei Zhu
- National Engineering Laboratory of Crop Stress Resistance Breeding, School of Agronomy, Anhui Agricultural University, Hefei, China
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16
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Rutley N, Harper JF, Miller G. Reproductive resilience: putting pollen grains in two baskets. TRENDS IN PLANT SCIENCE 2022; 27:237-246. [PMID: 34627662 DOI: 10.1016/j.tplants.2021.09.002] [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: 04/30/2021] [Revised: 08/25/2021] [Accepted: 09/06/2021] [Indexed: 06/13/2023]
Abstract
To ensure reproductive success, flowering plants produce an excess of pollen to fertilize a limited number of ovules. Pollen grains mature into two distinct subpopulations - those that display high metabolic activity and elevated reactive oxygen species (ROS) levels immediately after hydration (high-ROS/active), and those that maintain an extended period of dormancy with low metabolic activity (low-ROS/inactive/arrested/dormant). We propose that the dormant pollen serves as a backup to provide a second chance for successful fertilization when the 'first wave' of pollen encounters an unpredictable growth condition such as heat stress. This model provides a framework for considering the role of dormancy in reproductive stress tolerance as well as strategies for mitigating pollen thermovulnerability to daytime and night-time warming that is associated with global climate change.
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Affiliation(s)
- Nicholas Rutley
- The Mina and Everard Goodman Faculty of Life Sciences, Bar Ilan University, Ramat-Gan, 5290002, Israel
| | - Jeffery F Harper
- Department of Biochemistry and Molecular Biology, University of Nevada at Reno, NV 89557, USA
| | - Gad Miller
- The Mina and Everard Goodman Faculty of Life Sciences, Bar Ilan University, Ramat-Gan, 5290002, Israel.
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17
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Wang C, Caragea D, Kodadinne Narayana N, Hein NT, Bheemanahalli R, Somayanda IM, Jagadish SVK. Deep learning based high-throughput phenotyping of chalkiness in rice exposed to high night temperature. PLANT METHODS 2022; 18:9. [PMID: 35065667 PMCID: PMC8783510 DOI: 10.1186/s13007-022-00839-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 01/06/2022] [Indexed: 05/02/2023]
Abstract
BACKGROUND Rice is a major staple food crop for more than half the world's population. As the global population is expected to reach 9.7 billion by 2050, increasing the production of high-quality rice is needed to meet the anticipated increased demand. However, global environmental changes, especially increasing temperatures, can affect grain yield and quality. Heat stress is one of the major causes of an increased proportion of chalkiness in rice, which compromises quality and reduces the market value. Researchers have identified 140 quantitative trait loci linked to chalkiness mapped across 12 chromosomes of the rice genome. However, the available genetic information acquired by employing advances in genetics has not been adequately exploited due to a lack of a reliable, rapid and high-throughput phenotyping tool to capture chalkiness. To derive extensive benefit from the genetic progress achieved, tools that facilitate high-throughput phenotyping of rice chalkiness are needed. RESULTS We use a fully automated approach based on convolutional neural networks (CNNs) and Gradient-weighted Class Activation Mapping (Grad-CAM) to detect chalkiness in rice grain images. Specifically, we train a CNN model to distinguish between chalky and non-chalky grains and subsequently use Grad-CAM to identify the area of a grain that is indicative of the chalky class. The area identified by the Grad-CAM approach takes the form of a smooth heatmap that can be used to quantify the degree of chalkiness. Experimental results on both polished and unpolished rice grains using standard instance classification and segmentation metrics have shown that Grad-CAM can accurately identify chalky grains and detect the chalkiness area. CONCLUSIONS We have successfully demonstrated the application of a Grad-CAM based tool to accurately capture high night temperature induced chalkiness in rice. The models trained will be made publicly available. They are easy-to-use, scalable and can be readily incorporated into ongoing rice breeding programs, without rice researchers requiring computer science or machine learning expertise.
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Affiliation(s)
- Chaoxin Wang
- Department of Computer Science, Kansas State University, Manhattan, KS 66506 USA
| | - Doina Caragea
- Department of Computer Science, Kansas State University, Manhattan, KS 66506 USA
| | - Nisarga Kodadinne Narayana
- Institute for Genomics, Biocomputing and Biotechnology, Mississippi State University, Mississippi State, MS 39762 USA
| | - Nathan T. Hein
- Department of Agronomy, Kansas State University, Manhattan, KS 66506 USA
| | - Raju Bheemanahalli
- Department of Plant and Soil Sciences, Mississippi State University, Mississippi State, MS 39762 USA
| | - Impa M. Somayanda
- Department of Agronomy, Kansas State University, Manhattan, KS 66506 USA
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18
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Bahuguna RN, Chaturvedi AK, Pal M, Viswanathan C, Jagadish SVK, Pareek A. Carbon dioxide responsiveness mitigates rice yield loss under high night temperature. PLANT PHYSIOLOGY 2022; 188:285-300. [PMID: 34643728 PMCID: PMC8774858 DOI: 10.1093/plphys/kiab470] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Accepted: 09/11/2021] [Indexed: 05/26/2023]
Abstract
Increasing night-time temperatures are a major threat to sustaining global rice (Oryza sativa L.) production. A simultaneous increase in [CO2] will lead to an inevitable interaction between elevated [CO2] (e[CO2]) and high night temperature (HNT) under current and future climates. Here, we conducted field experiments to identify [CO2] responsiveness from a diverse indica panel comprising 194 genotypes under different planting geometries in 2016. Twenty-three different genotypes were tested under different planting geometries and e[CO2] using a free-air [CO2] enrichment facility in 2017. The most promising genotypes and positive and negative controls were tested under HNT and e[CO2] + HNT in 2018. [CO2] responsiveness, measured as a composite response index on different yield components, grain yield, and photosynthesis, revealed a strong relationship (R2 = 0.71) between low planting density and e[CO2]. The most promising genotypes revealed significantly lower (P < 0.001) impact of HNT in high [CO2] responsive (HCR) genotypes compared to the least [CO2] responsive genotype. [CO2] responsiveness was the major driver determining grain yield and related components in HCR genotypes with a negligible yield loss under HNT. A systematic investigation highlighted that active selection and breeding for [CO2] responsiveness can lead to maintained carbon balance and compensate for HNT-induced yield losses in rice and potentially other C3 crops under current and future warmer climates.
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Affiliation(s)
- Rajeev Nayan Bahuguna
- Division of Plant Physiology, Indian Agricultural Research Institute, New Delhi 110012, India
- Centre for Advance Studies on Climate Change, Dr Rajendra Prasad Central Agricultural University, Samastipur 848125, India
| | - Ashish Kumar Chaturvedi
- Division of Plant Physiology, Indian Agricultural Research Institute, New Delhi 110012, India
- Land and Water Management Research Group, Centre for Water Resources Development and Management, Kozhikode 673571, India
| | - Madan Pal
- Division of Plant Physiology, Indian Agricultural Research Institute, New Delhi 110012, India
| | - Chinnusamy Viswanathan
- Division of Plant Physiology, Indian Agricultural Research Institute, New Delhi 110012, India
| | - S V Krishna Jagadish
- Department of Agronomy, Kansas State University, Manhattan, Kansas 66506, USA
- Department of Crop Physiology, University of Agricultural Sciences, Bengaluru 560065, India
| | - Ashwani Pareek
- School of Life Sciences, Stress Physiology and Molecular Biology Laboratory, Jawaharlal Nehru University, New Delhi 110067, India
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Schaarschmidt S, Glaubitz U, Erban A, Kopka J, Zuther E. Differentiation of the High Night Temperature Response in Leaf Segments of Rice Cultivars with Contrasting Tolerance. Int J Mol Sci 2021; 22:ijms221910451. [PMID: 34638787 PMCID: PMC8508630 DOI: 10.3390/ijms221910451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 09/15/2021] [Accepted: 09/23/2021] [Indexed: 11/16/2022] Open
Abstract
High night temperatures (HNT) affect rice yield in the field and induce chlorosis symptoms in leaves in controlled chamber experiments. However, little is known about molecular changes in leaf segments under these conditions. Transcript and metabolite profiling were performed for leaf segments of six rice cultivars with different HNT sensitivity. The metabolite profile of the sheath revealed a lower metabolite abundance compared to segments of the leaf blade. Furthermore, pre-adaptation to stress under control conditions was detected in the sheath, whereas this segment was only slightly affected by HNT. No unique significant transcriptomic changes were observed in the leaf base, including the basal growth zone at HNT conditions. Instead, selected metabolites showed correlations with HNT sensitivity in the base. The middle part and the tip were most highly affected by HNT in sensitive cultivars on the transcriptomic level with higher expression of jasmonic acid signaling related genes, genes encoding enzymes involved in flavonoid metabolism and a gene encoding galactinol synthase. In addition, gene expression of expansins known to improve stress tolerance increased in tolerant and sensitive cultivars. The investigation of the different leaf segments indicated highly segment specific responses to HNT. Molecular key players for HNT sensitivity were identified.
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20
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Kumar A, Gupta C, Thomas J, Pereira A. Genetic Dissection of Grain Yield Component Traits Under High Nighttime Temperature Stress in a Rice Diversity Panel. FRONTIERS IN PLANT SCIENCE 2021; 12:712167. [PMID: 34650575 PMCID: PMC8508263 DOI: 10.3389/fpls.2021.712167] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 08/02/2021] [Indexed: 06/13/2023]
Abstract
To dissect the genetic complexity of rice grain yield (GY) and quality in response to heat stress at the reproductive stage, a diverse panel of 190 rice accessions in the United States Department of Agriculture (USDA) rice mini-core collection (URMC) diversity panel were treated with high nighttime temperature (HNT) stress at the reproductive stage of panicle initiation. The quantifiable yield component response traits were then measured. The traits, panicle length (PL), and number of spikelets per panicle (NSP) were evaluated in subsets of the panel comprising the rice subspecies Oryza sativa ssp. Indica and ssp. Japonica. Under HNT stress, the Japonica ssp. exhibited lower reductions in PL and NSP and a higher level of genetic variation compared with the other subpopulations. Whole genome sequencing identified 6.5 million single nucleotide polymorphisms (SNPs) that were used for the genome-wide association studies (GWASs) of the PL and NSP traits. The GWAS analysis in the Combined, Indica, and Japonica populations under HNT stress identified 83, 60, and 803 highly significant SNPs associated with PL, compared to the 30, 30, and 11 highly significant SNPs associated with NSP. Among these trait-associated SNPs, 140 were coincident with genomic regions previously reported for major GY component quantitative trait loci (QTLs) under heat stress. Using extents of linkage disequilibrium in the rice populations, Venn diagram analysis showed that the highest number of putative candidate genes were identified in the Japonica population, with 20 putative candidate genes being common in the Combined, Indica and Japonica populations. Network analysis of the genes linked to significant SNPs associated with PL and NSP identified modules that were involved in primary and secondary metabolisms. The findings in this study could be useful to understand the pathways/mechanisms involved in rice GY and its components under HNT stress for the acceleration of rice-breeding programs and further functional analysis by molecular geneticists.
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Affiliation(s)
| | | | | | - Andy Pereira
- Department of Crop, Soil, and Environmental Sciences, University of Arkansas, Fayetteville, AR, Untied States
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21
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Vitoriano CB, Calixto CPG. Reading between the Lines: RNA-seq Data Mining Reveals the Alternative Message of the Rice Leaf Transcriptome in Response to Heat Stress. PLANTS 2021; 10:plants10081647. [PMID: 34451692 PMCID: PMC8400768 DOI: 10.3390/plants10081647] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 06/07/2021] [Accepted: 06/10/2021] [Indexed: 11/21/2022]
Abstract
Rice (Oryza sativa L.) is a major food crop but heat stress affects its yield and grain quality. To identify mechanistic solutions to improve rice yield under rising temperatures, molecular responses of thermotolerance must be understood. Transcriptional and post-transcriptional controls are involved in a wide range of plant environmental responses. Alternative splicing (AS), in particular, is a widespread mechanism impacting the stress defence in plants but it has been completely overlooked in rice genome-wide heat stress studies. In this context, we carried out a robust data mining of publicly available RNA-seq datasets to investigate the extension of heat-induced AS in rice leaves. For this, datasets of interest were subjected to filtering and quality control, followed by accurate transcript-specific quantifications. Powerful differential gene expression (DE) and differential AS (DAS) identified 17,143 and 2162 heat response genes, respectively, many of which are novel. Detailed analysis of DAS genes coding for key regulators of gene expression suggests that AS helps shape transcriptome and proteome diversity in response to heat. The knowledge resulting from this study confirmed a widespread transcriptional and post-transcriptional response to heat stress in plants, and it provided novel candidates for rapidly advancing rice breeding in response to climate change.
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Impa SM, Raju B, Hein NT, Sandhu J, Prasad PVV, Walia H, Jagadish SVK. High night temperature effects on wheat and rice: Current status and way forward. PLANT, CELL & ENVIRONMENT 2021; 44:2049-2065. [PMID: 33576033 DOI: 10.1111/pce.14028] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 01/31/2021] [Indexed: 05/25/2023]
Abstract
Rapid increases in minimum night temperature than in maximum day temperature is predicted to continue, posing significant challenges to crop productivity. Rice and wheat are two major staples that are sensitive to high night-temperature (HNT) stress. This review aims to (i) systematically compare the grain yield responses of rice and wheat exposed to HNT stress across scales, and (ii) understand the physiological and biochemical responses that affect grain yield and quality. To achieve this, we combined a synthesis of current literature on HNT effects on rice and wheat with information from a series of independent experiments we conducted across scales, using a common set of genetic materials to avoid confounding our findings with differences in genetic background. In addition, we explored HNT-induced alterations in physiological mechanisms including carbon balance, source-sink metabolite changes and reactive oxygen species. Impacts of HNT on grain developmental dynamics focused on grain-filling duration, post-flowering senescence, changes in grain starch and protein composition, starch metabolism enzymes and chalk formation in rice grains are summarized. Finally, we highlight the need for high-throughput field-based phenotyping facilities for improved assessment of large-diversity panels and mapping populations to aid breeding for increased resilience to HNT in crops.
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Affiliation(s)
- Somayanda M Impa
- Department of Agronomy, Kansas State University, Manhattan, Kansas, USA
| | | | - Nathan T Hein
- Department of Agronomy, Kansas State University, Manhattan, Kansas, USA
| | - Jaspreet Sandhu
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - P V Vara Prasad
- Department of Agronomy, Kansas State University, Manhattan, Kansas, USA
| | - Harkamal Walia
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - S V Krishna Jagadish
- Department of Agronomy, Kansas State University, Manhattan, Kansas, USA
- Sustainable Impact Platform, International Rice Research Institute (IRRI), Metro Manila, Philippines
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23
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Schaarschmidt S, Lawas LMF, Kopka J, Jagadish SVK, Zuther E. Physiological and molecular attributes contribute to high night temperature tolerance in cereals. PLANT, CELL & ENVIRONMENT 2021; 44:2034-2048. [PMID: 33764557 DOI: 10.1111/pce.14055] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 03/22/2021] [Accepted: 03/23/2021] [Indexed: 05/24/2023]
Abstract
Asymmetric warming resulting in a faster increase in night compared to day temperatures affects crop yields negatively. Physiological characterization and agronomic findings have been complemented more recently by molecular biology approaches including transcriptomic, proteomic, metabolomic and lipidomic investigations in crops exposed to high night temperature (HNT) conditions. Nevertheless, the understanding of the underlying mechanisms causing yield decline under HNT is still limited. The discovery of significant differences between HNT-tolerant and HNT-sensitive cultivars is one of the main research directions to secure continuous food supply under the challenge of increasing climate change. With this review, we provide a summary of current knowledge on the physiological and molecular basis of contrasting HNT tolerance in rice and wheat cultivars. Requirements for HNT tolerance and the special adaptation strategies of the HNT-tolerant rice cultivar Nagina-22 (N22) are discussed. Putative metabolite markers for HNT tolerance useful for marker-assisted breeding are suggested, together with future research directions aimed at improving food security under HNT conditions.
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Affiliation(s)
| | | | - Joachim Kopka
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
| | | | - Ellen Zuther
- Max Planck Institute of Molecular Plant Physiology, Potsdam, Germany
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24
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Solis CA, Yong MT, Venkataraman G, Milham P, Zhou M, Shabala L, Holford P, Shabala S, Chen ZH. Sodium sequestration confers salinity tolerance in an ancestral wild rice. PHYSIOLOGIA PLANTARUM 2021; 172:1594-1608. [PMID: 33619741 DOI: 10.1111/ppl.13352] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 01/07/2021] [Accepted: 01/26/2021] [Indexed: 05/27/2023]
Abstract
Wild rice Oryza rufipogon, a progenitor of cultivated rice Oryza sativa L., possesses superior salinity tolerance and is a potential donor for breeding salinity tolerance traits in rice. However, a mechanistic basis of salinity tolerance in this donor species has not been established. Here, we examined salinity tolerance from the early vegetative stage to maturity in O. rufipogon in comparison with a salt-susceptible (Koshihikari) and a salt-tolerant (Reiziq) variety of O. sativa. We assessed their phylogeny and agronomical traits, photosynthetic performance, ion contents, as well as gene expression in response to salinity stress. Salt-tolerant O. rufipogon exhibited efficient leaf photosynthesis and less damage to leaf tissues during the course of salinity treatment. In addition, O. rufipogon showed a significantly higher tissue Na+ accumulation that is achieved by vacuolar sequestration compared to the salt tolerant O. sativa indica subspecies. These findings are further supported by the upregulation of genes involved with ion transport and sequestration (e.g. high affinity K+ transporter 1;4 [HKT1;4], Na+ /H+ exchanger 1 [NHX1] and vacuolar H+ -ATPase c [VHA-c]) in salt-tolerant O. rufipogon as well as by the close phylogenetic relationship of key salt-responsive genes in O. rufipogon to these in salt-tolerant wild rice species such as O. coarctata. Thus, the high accumulation of Na+ in the leaves of O. rufipogon acts as a cheap osmoticum to minimize the high energy cost of osmolyte biosynthesis and excessive reactive oxygen species production. These mechanisms demonstrated that O. rufipogon has important traits that can be used for improving salinity tolerance in cultivated rice.
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Affiliation(s)
- Celymar Angela Solis
- School of Science, Western Sydney University, Penrith, New South Wales, Australia
- Tasmanian Institute of Agriculture, University of Tasmania, Hobart, Tasmania, Australia
| | - Miing-Tiem Yong
- School of Science, Western Sydney University, Penrith, New South Wales, Australia
| | - Gayatri Venkataraman
- Plant Molecular Biology Laboratory, M. S. Swaminathan Research Foundation, III Cross Street, Taramani Institutional Area, Chennai, India
| | - Paul Milham
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, New South Wales, Australia
| | - Meixue Zhou
- Tasmanian Institute of Agriculture, University of Tasmania, Hobart, Tasmania, Australia
| | - Lana Shabala
- Tasmanian Institute of Agriculture, University of Tasmania, Hobart, Tasmania, Australia
| | - Paul Holford
- School of Science, Western Sydney University, Penrith, New South Wales, Australia
| | - Sergey Shabala
- Tasmanian Institute of Agriculture, University of Tasmania, Hobart, Tasmania, Australia
- International Research Centre for Environmental Membrane Biology, Foshan University, Foshan, China
| | - Zhong-Hua Chen
- School of Science, Western Sydney University, Penrith, New South Wales, Australia
- Hawkesbury Institute for the Environment, Western Sydney University, Penrith, New South Wales, Australia
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25
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Xu J, Misra G, Sreenivasulu N, Henry A. What happens at night? Physiological mechanisms related to maintaining grain yield under high night temperature in rice. PLANT, CELL & ENVIRONMENT 2021; 44:2245-2261. [PMID: 33715176 DOI: 10.1111/pce.14046] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 03/01/2021] [Accepted: 03/08/2021] [Indexed: 05/25/2023]
Abstract
High night temperature (HNT) causes substantial yield loss in rice (Oryza sativa L.). In this study, the physiological processes related to flag leaf dark respiration (Rn) and grain filling under HNT were explored in a multi-parent advanced generation intercross population developed for heat tolerance (MAGICheat ) along with selected high temperature tolerant breeding lines developed with heat-tolerant parents. Within a subset of lines, flag leaf Rn under HNT treatment was related to lower spikelet number per panicle and thus reduced yield. HNT enhanced the nighttime reduction of non-structural carbohydrates (NSC) in stem tissue, but not in leaves, and stem nighttime NSC reduction was negatively correlated with yield. Between heading and harvest, the major difference in NSC concentration was found for starch, but not for soluble sugar. HNT weakened the relationship between NSC remobilization and harvest index at both the phenotypic and genetic level. By using genome-wide association studies, an invertase inhibitor, MADS box transcription factors and a UDP-glycosyltransferase that were identified as candidate genes orchestrating stem NSC remobilization in the control treatment were lost under HNT. With the identification of physiological and genetic components related to rice HNT response, this study offers promising prebreeding materials and trait targets to sustain yield stability under climate change.
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Affiliation(s)
- Jiemeng Xu
- Strategic Innovation Platform, International Rice Research Institute, Los Baños, Philippines
| | - Gopal Misra
- Strategic Innovation Platform, International Rice Research Institute, Los Baños, Philippines
| | - Nese Sreenivasulu
- Strategic Innovation Platform, International Rice Research Institute, Los Baños, Philippines
| | - Amelia Henry
- Strategic Innovation Platform, International Rice Research Institute, Los Baños, Philippines
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Abstract
In rice, a small increase in nighttime temperature reduces grain yield and quality. How warm nighttime temperatures (WNT) produce these detrimental effects is not well understood, especially in field conditions where the typical day-to-night temperature fluctuation exceeds the mild increase in nighttime temperature. We observed genome-wide disruption of gene expression timing during the reproductive phase in field-grown rice panicles acclimated to 2 to 3 °C WNT. Transcripts previously identified as rhythmically expressed with a 24-h period and circadian-regulated transcripts were more sensitive to WNT than were nonrhythmic transcripts. The system-wide perturbations in transcript levels suggest that WNT disrupt the tight temporal coordination between internal molecular events and the environment, resulting in reduced productivity. We identified transcriptional regulators whose predicted targets are enriched for sensitivity to WNT. The affected transcripts and candidate regulators identified through our network analysis explain molecular mechanisms driving sensitivity to WNT and identify candidates that can be targeted to enhance tolerance to WNT.
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27
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Huang L, Wang F, Liu Y, Zhang Y. Night Temperature Determines the Interannual Yield Variation in Hybrid and Inbred Rice Widely Used in Central China Through Different Effects on Reproductive Growth. FRONTIERS IN PLANT SCIENCE 2021; 12:646168. [PMID: 34149750 PMCID: PMC8212977 DOI: 10.3389/fpls.2021.646168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/25/2020] [Accepted: 04/26/2021] [Indexed: 06/12/2023]
Abstract
Interannual variation in grain yield of rice has been observed at both farm and regional scales, which is related to the climate variability. Previous studies focus on predicting the trend of climate change in the future and its potential effects on rice production using climate models; however, field studies are lacking to examine the climatic causes underlying the interannual yield variability for different rice cultivars. Here a 6-year field experiment from 2012 to 2017 was conducted using one hybrid (Yangliangyou6, YLY6) cultivar and one inbred (Huanghuazhan, HHZ) cultivar to determine the climate factors responsible for the interannual yield variation. A significant variation in grain yield was observed for both the inbred and hybrid cultivars across six planting years, and the coefficient of variation for grain yield was 7.3-10.5%. The night temperature (average daily minimum temperature, Tmin) contributed to the yield variability in both cultivars. However, the two cultivars showed different responses to the change in Tmin. The yield variation in HHZ was mainly explained by the effects of Tmin on grain filling percentage and grain weight, while the change in spikelets m-2 in response to Tmin accounted for the yield variability in YLY6. Further analysis found that spikelets m-2 of YLY6 significantly and negatively correlated with Tmin from transplanting to heading. For HHZ, the grain filling percentage and grain weight were significantly affected by Tmin of the week prior to heading and from heading to maturity, respectively. Overall, there were differences in the response mechanism between hybrid and inbred cultivars to high night temperature. These will facilitate the development of climate-resilient cultivars and appropriate management practices to achieve a stable grain yield.
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Affiliation(s)
- Liying Huang
- Engineering Research Center of Ecology and Agricultural Use of Wetland, Ministry of Education, Yangtze University, Jingzhou, China
- College of Agriculture, Yangtze University, Jingzhou, China
| | - Fei Wang
- Minister of Agriculture Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River, College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China
- Hubei Collaborative Innovation Center for Grain Industry, Yangtze University, Jingzhou, China
| | - Yi Liu
- College of Agriculture, Yangtze University, Jingzhou, China
| | - Yunbo Zhang
- College of Agriculture, Yangtze University, Jingzhou, China
- Hubei Collaborative Innovation Center for Grain Industry, Yangtze University, Jingzhou, China
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28
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Li X, Huang L, Peng S, Wang F. Inter‐annual climate variability constrains rice genetic improvement in China. Food Energy Secur 2021. [DOI: 10.1002/fes3.299] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Affiliation(s)
- Xiaoxiao Li
- National Key Laboratory of Crop Genetic Improvement MARA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River College of Plant Science and Technology Huazhong Agricultural University Wuhan China
| | - Liying Huang
- College of Agriculture Yangtze University Jingzhou China
| | - Shaobing Peng
- National Key Laboratory of Crop Genetic Improvement MARA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River College of Plant Science and Technology Huazhong Agricultural University Wuhan China
| | - Fei Wang
- National Key Laboratory of Crop Genetic Improvement MARA Key Laboratory of Crop Ecophysiology and Farming System in the Middle Reaches of the Yangtze River College of Plant Science and Technology Huazhong Agricultural University Wuhan China
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29
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Rabara RC, Msanne J, Basu S, Ferrer MC, Roychoudhury A. Coping with inclement weather conditions due to high temperature and water deficit in rice: An insight from genetic and biochemical perspectives. PHYSIOLOGIA PLANTARUM 2021; 172:487-504. [PMID: 33179306 DOI: 10.1111/ppl.13272] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 10/13/2020] [Accepted: 11/06/2020] [Indexed: 06/11/2023]
Abstract
Climatic fluctuations, temperature extremes, and water scarcity are becoming increasingly unpredictable with the passage of time. Such environmental atrocities have been the scourge of agriculture over the ages, bringing with them poor harvests and threat of famine. Rice production, owing to its high-water requirement for cultivation, is highly vulnerable to the threat of changing climate, particularly prolonged drought and high temperature, individually or in combination. Amidst all the abiotic stresses, heat and drought are considered as the most important concurrent stressors, largely affecting rice yield and productivity under the current scenario. Such threats heighten the need for new breeding and cultivation strategies in generating abiotic stress-resilient rice varieties with better yield potential. Responses of rice to these stresses can be categorized at the morphological, physiological and biochemical levels. This review examines the physiological and molecular mechanism, in the form of up regulation of several defense machineries of rice varieties to cope with drought stress (DS), high temperature stress (HTS), and their combination (DS-HTS). Genotypic differences among rice varieties in their tolerance ability have also been addressed. The review also appraises research studies conducted in rice regarding various phenotypic traits, genetic loci and response mechanisms to stress conditions to help craft new breeding strategies for improved tolerance to DS and HTS, singly or in combination. The review also encompasses the gene regulatory networks and transcription factors, and their cross-talks in mediating tolerance to such stresses. Understanding the epigenetic regulation, involving DNA methylation and histone modification during such hostile situations, will also play a crucial role in our comprehensive understanding of combinatorial stress responses. Taken together, this review consolidates current research and available information on promising rice cultivars with desirable traits as well as advocates synergistic and complementary approaches in molecular and systems biology to develop new rice breeds that favorably respond to DS-HTS-induced abiotic stress.
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Affiliation(s)
- Roel C Rabara
- Department of Biology, University of Virginia, Charlottesville, Virginia, United States of America
| | - Joseph Msanne
- New Mexico Consortium, Los Alamos, NM, New Mexico, United States of America
| | - Supratim Basu
- New Mexico Consortium, Los Alamos, NM, New Mexico, United States of America
| | - Marilyn C Ferrer
- Genetic Resources Division, Philippine Rice Research Institute, Science City of Muñoz, Nueva Ecija, Philippines
| | - Aryadeep Roychoudhury
- Department of Biotechnology, St. Xavier's College (Autonomous), Kolkata, West Bengal, India
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Spermine mediated improvements on stomatal features, growth, grain filling and yield of rice under differing water availability. Sci Rep 2021; 11:10669. [PMID: 34021188 PMCID: PMC8139986 DOI: 10.1038/s41598-021-89812-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Accepted: 04/21/2021] [Indexed: 01/08/2023] Open
Abstract
Rice which belongs to the grass family is vulnerable to water stress. As water resources get limited, the productivity of rice is affected especially in granaries located at drought prone areas. It would be even worse in granaries located in drought prone areas such as KADA that receives the lowest rainfall in Malaysia. Spermine (SPM), a polyamine compound that is found ubiquitiosly in plants is involved in adaptation of biotic and abiotic stresses. The effect of SPM on growth,grain filling and yield of rice at three main granaries namely, IADA BLS, MADA and KADA representing unlimited water, limited water and water stress conditions respectively, were tested during the main season. Additinally, the growth enhancer was also tested during off season at KADA. Spermine increased plant height, number of tillers per hill and chlorophyll content in all three granaries. Application of SPM improved yield by 38, 29 and 20% in MADA, KADA and IADA BLS, respectively. Harvest index showed 2.6, 6 and 16% increases at IADA BLS, KADA and MADA, respectively in SPM treated plants as compared to untreated. Except for KADA which showed a reduction in yield at 2.54 tha−1, SPM improved yield at MADA, 7.21 tha−1 and IADA BLS, 9.13 tha−1 as compared to the average yield at these respective granaries. In the second trial, SPM increased the yield to 7.0 and 6.4 tha−1 during main and off seasons, respectively, indicating that it was significantly higher than control and the average yield reported by KADA. The yield of SPM treatments improved by 25 and 33% with an increment of farmer’s income at main and off seasons, respectively. Stomatal width was significantly higher than control at 11.89 µm. In conclusion, irrespective of the tested granaries and rice variety, spermine mediated plots displayed increment in grain yield.
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31
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Substituting chemical P fertilizer with organic manure: effects on double-rice yield, phosphorus use efficiency and balance in subtropical China. Sci Rep 2021; 11:8629. [PMID: 33883629 PMCID: PMC8060255 DOI: 10.1038/s41598-021-87851-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Accepted: 02/16/2021] [Indexed: 11/17/2022] Open
Abstract
Organic manure is an ideal alternative fertilizer to provide phosphorus (P) but is not fully recycled in subtropical China. In order to identify if it can replace chemical P fertilizer, a 35-year field trail in a paddy soil under double-rice cropping system was conducted to assess the effects of substituting chemical P fertilizer with pig manure (NKM) on rice yield, phosphorus use efficiency (PUE) and P balance. The N, P and K input under NKM was 1.2, 0.8 and 1.2 times of the combined chemical fertilizer treatment (NPK), respectively. The NKM treatment reached the same level of grain yield with NPK after 20 years’ application, and showed significantly 4.0% decreased double-rice grain yield compared with NPK over the 35 years. The NKM treatment reduced the crop P uptake leading to decreased PUE compared with NPK. Long-term P budget showed that NKM may result in higher potential of P loss than NPK. Thus, substituting chemical P fertilizer with organic manure under this rate of nutrient input slightly sacrificed the crop yield and may increase the P loss. Considering the benefits of soil fertility, adjusting the substitution rate with a more balanced NPK input might be alternative in subtropical China.
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Genome-wide association study and gene network analyses reveal potential candidate genes for high night temperature tolerance in rice. Sci Rep 2021; 11:6747. [PMID: 33762605 PMCID: PMC7991035 DOI: 10.1038/s41598-021-85921-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 03/08/2021] [Indexed: 12/13/2022] Open
Abstract
High night temperatures (HNT) are shown to significantly reduce rice (Oryza sativa L.) yield and quality. A better understanding of the genetic architecture of HNT tolerance will help rice breeders to develop varieties adapted to future warmer climates. In this study, a diverse indica rice panel displayed a wide range of phenotypic variability in yield and quality traits under control night (24 °C) and higher night (29 °C) temperatures. Genome-wide association analysis revealed 38 genetic loci associated across treatments (18 for control and 20 for HNT). Nineteen loci were detected with the relative changes in the traits between control and HNT. Positive phenotypic correlations and co-located genetic loci with previously cloned grain size genes revealed common genetic regulation between control and HNT, particularly grain size. Network-based predictive models prioritized 20 causal genes at the genetic loci based on known gene/s expression under HNT in rice. Our study provides important insights for future candidate gene validation and molecular marker development to enhance HNT tolerance in rice. Integrated physiological, genomic, and gene network-informed approaches indicate that the candidate genes for stay-green trait may be relevant to minimizing HNT-induced yield and quality losses during grain filling in rice by optimizing source-sink relationships.
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Dhatt BK, Paul P, Sandhu J, Hussain W, Irvin L, Zhu F, Adviento‐Borbe MA, Lorence A, Staswick P, Yu H, Morota G, Walia H. Allelic variation in rice Fertilization Independent Endosperm 1 contributes to grain width under high night temperature stress. THE NEW PHYTOLOGIST 2021; 229:335-350. [PMID: 32858766 PMCID: PMC7756756 DOI: 10.1111/nph.16897] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2020] [Accepted: 08/09/2020] [Indexed: 05/23/2023]
Abstract
A higher minimum (night-time) temperature is considered a greater limiting factor for reduced rice yield than a similar increase in maximum (daytime) temperature. While the physiological impact of high night temperature (HNT) has been studied, the genetic and molecular basis of HNT stress response remains unexplored. We examined the phenotypic variation for mature grain size (length and width) in a diverse set of rice accessions under HNT stress. Genome-wide association analysis identified several HNT-specific loci regulating grain size as well as loci that are common for optimal and HNT stress conditions. A novel locus contributing to grain width under HNT conditions colocalized with Fie1, a component of the FIS-PRC2 complex. Our results suggest that the allelic difference controlling grain width under HNT is a result of differential transcript-level response of Fie1 in grains developing under HNT stress. We present evidence to support the role of Fie1 in grain size regulation by testing overexpression (OE) and knockout mutants under heat stress. The OE mutants were either unaltered or had a positive impact on mature grain size under HNT, while the knockouts exhibited significant grain size reduction under these conditions.
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Affiliation(s)
- Balpreet K. Dhatt
- Department of Agronomy and HorticultureUniversity of Nebraska‐LincolnLincolnNE68583USA
| | - Puneet Paul
- Department of Agronomy and HorticultureUniversity of Nebraska‐LincolnLincolnNE68583USA
| | - Jaspreet Sandhu
- Department of Agronomy and HorticultureUniversity of Nebraska‐LincolnLincolnNE68583USA
| | - Waseem Hussain
- Department of Agronomy and HorticultureUniversity of Nebraska‐LincolnLincolnNE68583USA
| | - Larissa Irvin
- Department of Agronomy and HorticultureUniversity of Nebraska‐LincolnLincolnNE68583USA
| | - Feiyu Zhu
- Department of Computer Science and EngineeringUniversity of Nebraska‐LincolnLincolnNE68588USA
| | | | - Argelia Lorence
- Department of Chemistry and PhysicsArkansas Biosciences InstituteArkansas State UniversityJonesboroAR72467USA
| | - Paul Staswick
- Department of Agronomy and HorticultureUniversity of Nebraska‐LincolnLincolnNE68583USA
| | - Hongfeng Yu
- Department of Computer Science and EngineeringUniversity of Nebraska‐LincolnLincolnNE68588USA
| | - Gota Morota
- Department of Animal and Poultry SciencesVirginia Polytechnic Institute and State UniversityBlacksburgVA24061USA
| | - Harkamal Walia
- Department of Agronomy and HorticultureUniversity of Nebraska‐LincolnLincolnNE68583USA
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34
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Chen L, Yun M, Cao Z, Liang Z, Liu W, Wang M, Yan J, Yang S, He X, Jiang B, Peng Q, Lin Y. Phenotypic Characteristics and Transcriptome of Cucumber Male Flower Development Under Heat Stress. FRONTIERS IN PLANT SCIENCE 2021; 12:758976. [PMID: 34745192 PMCID: PMC8570340 DOI: 10.3389/fpls.2021.758976] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Accepted: 09/13/2021] [Indexed: 05/16/2023]
Abstract
Cucumber (Cucumis sativus L.) is an important vegetable crop, which is thermophilic not heat resistant. High-temperature stress always results in sterility at reproductive stage. In the present study, we evaluate the male flower developmental changes under normal (CK) and heat stress (HS) condition. After HS, the activities of peroxidase (POD) and superoxide dismutase (SOD) and the contents of malondialdehyde (MDA) were increased. In addition, the pollen fertility was significantly decreased; and abnormal tapetum and microspore were observed by paraffin section. Transcriptome analysis results presented that total of 5828 differentially expressed genes (DEGs) were identified after HS. Among these DEGs, 20 DEGs were found at four stages, including DNA binding transcription factor, glycosyltransferase, and wound-responsive family protein. The gene ontology term of carbohydrate metabolic process was significantly enriched in all anther stages, and many saccharides and starch synthase-related genes, such as invertase, sucrose synthase, and starch branching enzyme, were significantly different expressed in HS compared with CK. Furthermore, co-expression network analysis showed a module (midnightblue) strongly consistent with HS, and two hub genes (CsaV3_6G004180 and CsaV3_5G034860) were found with a high degree of connectivity to other genes. Our results provide comprehensive understandings on male flower development in cucumber under HS.
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Affiliation(s)
- Lin Chen
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Maomao Yun
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Zhenqiang Cao
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Zhaojun Liang
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Wenrui Liu
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Min Wang
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Jinqiang Yan
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Songguang Yang
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Xiaoming He
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Biao Jiang
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Qingwu Peng
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
| | - Yu’e Lin
- Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China
- Guangdong Key Laboratory for New Technology Research of Vegetables, Guangzhou, China
- *Correspondence: Yu’e Lin,
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Hein NT, Bheemanahalli R, Wagner D, Vennapusa AR, Bustamante C, Ostmeyer T, Pokharel M, Chiluwal A, Fu J, Srikanthan DS, Neilsen ML, Jagadish SVK. Improved cyber-physical system captured post-flowering high night temperature impact on yield and quality of field grown wheat. Sci Rep 2020; 10:22213. [PMID: 33335185 PMCID: PMC7747627 DOI: 10.1038/s41598-020-79179-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 12/04/2020] [Indexed: 11/09/2022] Open
Abstract
Winter wheat (Triticum aestivum L.) is essential to maintain food security for a large proportion of the world’s population. With increased risk from abiotic stresses due to climate variability, it is imperative to understand and minimize the negative impact of these stressors, including high night temperature (HNT). Both globally and at regional scales, a differential rate of increase in day and night temperature is observed, wherein night temperatures are increasing at a higher pace and the trend is projected to continue into the future. Previous studies using controlled environment facilities and small field-based removable chambers have shown that post-anthesis HNT stress can induce a significant reduction in wheat grain yield. A prototype was previously developed by utilizing field-based tents allowing for simultaneous phenotyping of popular winter wheat varieties from US Midwest and advanced breeding lines. Hence, the objectives of the study were to (i) design and build a new field-based infrastructure and test and validate the uniformity of HNT stress application on a scaled-up version of the prototype (ii) improve and develop a more sophisticated cyber-physical system to sense and impose post-anthesis HNT stress uniformly through physiological maturity within the scaled-up tents; and (iii) determine the impact of HNT stress during grain filling on the agronomic and grain quality parameters including starch and protein concentration. The system imposed a consistent post-anthesis HNT stress of + 3.8 °C until maturity and maintained uniform distribution of stress which was confirmed by (i) 0.23 °C temperature differential between an array of sensors within the tents and (ii) statistically similar performance of a common check replicated multiple times in each tent. On average, a reduction in grain-filling duration by 3.33 days, kernel weight by 1.25% per °C, grain number by 2.36% per °C and yield by 3.58% per °C increase in night temperature was documented. HNT stress induced a significant reduction in starch concentration indicating disturbed carbon balance. The pilot field-based facility integrated with a robust cyber-physical system provides a timely breakthrough for evaluating HNT stress impact on large diversity panels to enhance HNT stress tolerance across field crops. The flexibility of the cyber-physical system and movement capabilities of the field-based infrastructure allows this methodology to be adaptable to different crops.
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Affiliation(s)
- Nathan T Hein
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA
| | - Raju Bheemanahalli
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA
| | - Dan Wagner
- Department of Computer Science, Kansas State University, Manhattan, KS, 66506, USA
| | - Amaranatha R Vennapusa
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA
| | - Carlos Bustamante
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA
| | - Troy Ostmeyer
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA
| | - Meghnath Pokharel
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA
| | - Anuj Chiluwal
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.,Department of Plant and Soil Sciences, University of Kentucky, Lexington, KY, 40546, USA
| | - Jianming Fu
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA
| | - Dhanush S Srikanthan
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA
| | - Mitchell L Neilsen
- Department of Computer Science, Kansas State University, Manhattan, KS, 66506, USA
| | - S V Krishna Jagadish
- Department of Agronomy, Kansas State University, 1712 Claflin Road, Manhattan, KS, 66506-5501, USA.
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Chaudhary S, Devi P, Bhardwaj A, Jha UC, Sharma KD, Prasad PVV, Siddique KHM, Bindumadhava H, Kumar S, Nayyar H. Identification and Characterization of Contrasting Genotypes/Cultivars for Developing Heat Tolerance in Agricultural Crops: Current Status and Prospects. FRONTIERS IN PLANT SCIENCE 2020; 11:587264. [PMID: 33193540 PMCID: PMC7642017 DOI: 10.3389/fpls.2020.587264] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 09/14/2020] [Indexed: 05/19/2023]
Abstract
Rising global temperatures due to climate change are affecting crop performance in several regions of the world. High temperatures affect plants at various organizational levels, primarily accelerating phenology to limit biomass production and shortening reproductive phase to curtail flower and fruit numbers, thus resulting in severe yield losses. Besides, heat stress also disrupts normal growth, development, cellular metabolism, and gene expression, which alters shoot and root structures, branching patterns, leaf surface and orientation, and anatomical, structural, and functional aspects of leaves and flowers. The reproductive growth stage is crucial in plants' life cycle, and susceptible to high temperatures, as reproductive processes are negatively impacted thus reducing crop yield. Genetic variation exists among genotypes of various crops to resist impacts of heat stress. Several screening studies have successfully phenotyped large populations of various crops to distinguish heat-tolerant and heat-sensitive genotypes using various traits, related to shoots (including leaves), flowers, fruits (pods, spikes, spikelets), and seeds (or grains), which have led to direct release of heat-tolerant cultivars in some cases (such as chickpea). In the present review, we discuss examples of contrasting genotypes for heat tolerance in different crops, involving many traits related to thermotolerance in leaves (membrane thermostability, photosynthetic efficiency, chlorophyll content, chlorophyll fluorescence, stomatal activity), flowers (pollen viability, pollen germination, fertilization, ovule viability), roots (architecture), biomolecules (antioxidants, osmolytes, phytohormones, heat-shock proteins, other stress proteins), and "omics" (phenomics, transcriptomics, genomics) approaches. The traits linked to heat tolerance can be introgressed into high yielding but heat-sensitive genotypes of crops to enhance their thermotolerance. Involving these traits will be useful for screening contrasting genotypes and would pave the way for characterizing the underlying molecular mechanisms, which could be valuable for engineering plants with enhanced thermotolerance. Wherever possible, we discussed breeding and biotechnological approaches for using these traits to develop heat-tolerant genotypes of various food crops.
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Affiliation(s)
| | - Poonam Devi
- Department of Botany, Panjab University, Chandigarh, India
| | | | | | - Kamal Dev Sharma
- Department of Agricultural Biotechnology, Chaudhary Sarwan Kumar Himachal Pradesh (CSK HP) Agricultural University, Palampur, India
| | | | | | - H. Bindumadhava
- World Vegetable Center, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Shiv Kumar
- International Center for Agriculture Research in the Dry Areas (ICARDA), Rabat, Morocco
| | - Harsh Nayyar
- Department of Botany, Panjab University, Chandigarh, India
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Xu J, Henry A, Sreenivasulu N. Rice yield formation under high day and night temperatures-A prerequisite to ensure future food security. PLANT, CELL & ENVIRONMENT 2020; 43:1595-1608. [PMID: 32112422 DOI: 10.1111/pce.13748] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Accepted: 02/18/2020] [Indexed: 05/13/2023]
Abstract
Increasing temperatures resulting from climate change dramatically impact rice crop production in Asia. Depending on the specific stage of rice development, heat stress reduces tiller/panicle number, decreases grain number per plant and lower grain weight, thus negatively impacting yield formation. Hence improving rice crop tolerance to heat stress in terms of sustaining yield stability under high day temperature (HDT), high night temperature (HNT), or combined high day and night temperature (HDNT) will bolster future food security. In this review article, we highlight the phenological alterations caused by heat and the underlying molecular-physiological and genetic mechanisms operating under different types of heat conditions (HDT, HNT, and HDNT) to understand heat tolerance. Based on our synthesis of HDT, HNT, and HDNT effects on rice yield components, we outline future breeding strategies to contribute to sustained food security under climate change.
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Affiliation(s)
- Jiemeng Xu
- International Rice Research Institute, Los Baños, Philippines
| | - Amelia Henry
- International Rice Research Institute, Los Baños, Philippines
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38
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Sadok W, Jagadish SVK. The Hidden Costs of Nighttime Warming on Yields. TRENDS IN PLANT SCIENCE 2020; 25:644-651. [PMID: 32526169 DOI: 10.1016/j.tplants.2020.02.003] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 02/05/2020] [Accepted: 02/06/2020] [Indexed: 05/18/2023]
Abstract
Nighttime warming poses a threat to global food security as it is driving yield declines worldwide, but our understanding of the physiological basis of this phenomenon remains very limited. Furthermore, it is often assumed that such declines are driven solely by increases in nighttime temperature (TNight). Here we argue that, in addition to temperature, increases in nighttime evaporative demand may 'conspire' to penalize yields and end-use quality traits. We propose an ecophysiological framework outlining the possible mechanistic basis of such declines in yield and quality. We suggest ways to use the proposed framework as a guide to future efforts aimed at alleviating productivity losses by integrating crop ecophysiology with modeling, breeding, and management.
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Affiliation(s)
- Walid Sadok
- Department of Agronomy and Plant Genetics, University of Minnesota Twin Cities, MN, USA.
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Tovar JC, Quillatupa C, Callen ST, Castillo SE, Pearson P, Shamin A, Schuhl H, Fahlgren N, Gehan MA. Heating quinoa shoots results in yield loss by inhibiting fruit production and delaying maturity. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 102:1058-1073. [PMID: 31971639 PMCID: PMC7318176 DOI: 10.1111/tpj.14699] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Revised: 01/09/2020] [Accepted: 01/13/2020] [Indexed: 05/13/2023]
Abstract
Increasing global temperatures and a growing world population create the need to develop crop varieties that provide higher yields in warmer climates. There is growing interest in expanding quinoa cultivation, because of the ability of quinoa to produce nutritious grain in poor soils, with little water and at high salinity. The main limitation to expanding quinoa cultivation, however, is the susceptibility of quinoa to temperatures above approximately 32°C. This study investigates the phenotypes, genes and mechanisms that may affect quinoa seed yield at high temperatures. Using a differential heating system where only roots or only shoots were heated, quinoa yield losses were attributed to shoot heating. Plants with heated shoots lost 60-85% yield as compared with control plants. Yield losses were the result of lower fruit production, which lowered the number of seeds produced per plant. Furthermore, plants with heated shoots had delayed maturity and greater non-reproductive shoot biomass, whereas plants with both heated roots and heated shoots produced higher yields from the panicles that had escaped the heat, compared with the control. This suggests that quinoa uses a type of avoidance strategy to survive heat. Gene expression analysis identified transcription factors differentially expressed in plants with heated shoots and low yield that had been previously associated with flower development and flower opening. Interestingly, in plants with heated shoots, flowers stayed closed during the day while the control flowers were open. Although a closed flower may protect the floral structures, this could also cause yield losses by limiting pollen dispersal, which is necessary to produce fruit in the mostly female flowers of quinoa.
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Affiliation(s)
- Jose C. Tovar
- Donald Danforth Plant Science CenterSt. LouisMO63132USA
| | | | - Steven T. Callen
- Donald Danforth Plant Science CenterSt. LouisMO63132USA
- Bayer US – Crop ScienceSt. LouisMO63141USA
| | | | - Paige Pearson
- Donald Danforth Plant Science CenterSt. LouisMO63132USA
- Bayer US – Crop ScienceSt. LouisMO63141USA
| | | | - Haley Schuhl
- Donald Danforth Plant Science CenterSt. LouisMO63132USA
| | - Noah Fahlgren
- Donald Danforth Plant Science CenterSt. LouisMO63132USA
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Jagadish SVK. Heat stress during flowering in cereals - effects and adaptation strategies. THE NEW PHYTOLOGIST 2020; 226:1567-1572. [PMID: 31943230 DOI: 10.1111/nph.16429] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Accepted: 12/15/2019] [Indexed: 05/11/2023]
Abstract
Heat stress during flowering has differential impact on male and female reproductive organ viability leading to yield losses in field crops. Unlike flooded rice, dryland cereals such as sorghum, pearl millet and wheat have optimised their flower opening during cooler early morning or late evening hours to lower heat stress damage during flowering. Although previous studies have concluded that pollen viability determines seed set under heat stress, recent findings have revealed pearl millet and sorghum pistils to be equally sensitive to heat stress. Integrating flower opening time during cooler hours with increased pollen and pistil viability will overcome heat stress-induced damage during flowering under current and future hotter climatic conditions.
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41
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Wang Y, Tao H, Zhang P, Hou X, Sheng D, Tian B, Wang P, Huang S. Reduction in seed set upon exposure to high night temperature during flowering in maize. PHYSIOLOGIA PLANTARUM 2020; 169:73-82. [PMID: 31747055 DOI: 10.1111/ppl.13049] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/27/2019] [Revised: 11/06/2019] [Accepted: 11/14/2019] [Indexed: 06/10/2023]
Abstract
High temperature reduces crop production; however, little is known about the effects of high night temperature (HNT) on the development of male and female reproductive organs, pollination, kernel formation and grain yield in maize (Zea mays L.). Therefore, a temperature-controlled experiment was carried out using heat-sensitive maize hybrid and including three temperature treatments of 32/22°C (day/night; control), 32/26°C and 32/30°C during 14 consecutive days encompassing the flowering stage. When exposed to 30°C night temperature, grain yield and kernel number reduced by 23.8 and 25.1%, respectively, compared with the control. The decrease in grain yield was mainly because of the lower kernel number rather than change in kernel weight under HNT exposure around flowering. No significant differences in grain yield and kernel number were found between 22 and 26°C night temperatures. HNT had no significant effects on the onset of flowering time and anthesis-silking interval but significantly reduced time period of pollen shedding duration and pollen viability, and increased leaf night respiration. Different from high daytime temperature, HNT had no lasting effects on daytime leaf photosynthesis, biomass production and assimilate transportation. From the perspective of source-flow-sink relationship, the unchanged source and flow capacities during daytime are supposed to alleviate the adverse effects on sink strength caused by HNT compared with daytime heat stress. These new findings commendably filled the knowledge gaps concerning heat stress in maize.
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Affiliation(s)
- Yuanyuan Wang
- College of Agronomy, China Agricultural University, Beijing, 100193, China
| | - Hongbin Tao
- College of Agronomy, China Agricultural University, Beijing, 100193, China
| | - Ping Zhang
- College of Agronomy, China Agricultural University, Beijing, 100193, China
| | - Xinfang Hou
- College of Agronomy, China Agricultural University, Beijing, 100193, China
| | - Dechang Sheng
- College of Agronomy, China Agricultural University, Beijing, 100193, China
| | - Beijing Tian
- College of Agronomy, China Agricultural University, Beijing, 100193, China
| | - Pu Wang
- College of Agronomy, China Agricultural University, Beijing, 100193, China
| | - Shoubing Huang
- College of Agronomy, China Agricultural University, Beijing, 100193, China
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42
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Schaarschmidt S, Lawas LMF, Glaubitz U, Li X, Erban A, Kopka J, Jagadish SVK, Hincha DK, Zuther E. Season Affects Yield and Metabolic Profiles of Rice ( Oryza sativa) under High Night Temperature Stress in the Field. Int J Mol Sci 2020; 21:E3187. [PMID: 32366031 PMCID: PMC7247591 DOI: 10.3390/ijms21093187] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Revised: 04/23/2020] [Accepted: 04/29/2020] [Indexed: 12/12/2022] Open
Abstract
Rice (Oryza sativa) is the main food source for more than 3.5 billion people in the world. Global climate change is having a strong negative effect on rice production. One of the climatic factors impacting rice yield is asymmetric warming, i.e., the stronger increase in nighttime as compared to daytime temperatures. Little is known of the metabolic responses of rice to high night temperature (HNT) in the field. Eight rice cultivars with contrasting HNT sensitivity were grown in the field during the wet (WS) and dry season (DS) in the Philippines. Plant height, 1000-grain weight and harvest index were influenced by HNT in both seasons, while total grain yield was only consistently reduced in the WS. Metabolite composition was analysed by gas chromatography-mass spectrometry (GC-MS). HNT effects were more pronounced in panicles than in flag leaves. A decreased abundance of sugar phosphates and sucrose, and a higher abundance of monosaccharides in panicles indicated impaired glycolysis and higher respiration-driven carbon losses in response to HNT in the WS. Higher amounts of alanine and cyano-alanine in panicles grown in the DS compared to in those grown in the WS point to an improved N-assimilation and more effective detoxification of cyanide, contributing to the smaller impact of HNT on grain yield in the DS.
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Affiliation(s)
- Stephanie Schaarschmidt
- Max-Planck-Institute of Molecular Plant Physiology, 14476 Potsdam, Germany; (S.S.); (L.M.F.L.); (U.G.); (X.L.); (A.E.); (J.K.); (D.K.H.)
| | - Lovely Mae F. Lawas
- Max-Planck-Institute of Molecular Plant Physiology, 14476 Potsdam, Germany; (S.S.); (L.M.F.L.); (U.G.); (X.L.); (A.E.); (J.K.); (D.K.H.)
- International Rice Research Institute, Metro Manila 1301, Philippines;
| | - Ulrike Glaubitz
- Max-Planck-Institute of Molecular Plant Physiology, 14476 Potsdam, Germany; (S.S.); (L.M.F.L.); (U.G.); (X.L.); (A.E.); (J.K.); (D.K.H.)
| | - Xia Li
- Max-Planck-Institute of Molecular Plant Physiology, 14476 Potsdam, Germany; (S.S.); (L.M.F.L.); (U.G.); (X.L.); (A.E.); (J.K.); (D.K.H.)
- Institute of Crop Science, Chinese Academy of Agricultural Science, Beijing 100081, China
| | - Alexander Erban
- Max-Planck-Institute of Molecular Plant Physiology, 14476 Potsdam, Germany; (S.S.); (L.M.F.L.); (U.G.); (X.L.); (A.E.); (J.K.); (D.K.H.)
| | - Joachim Kopka
- Max-Planck-Institute of Molecular Plant Physiology, 14476 Potsdam, Germany; (S.S.); (L.M.F.L.); (U.G.); (X.L.); (A.E.); (J.K.); (D.K.H.)
| | - S. V. Krishna Jagadish
- International Rice Research Institute, Metro Manila 1301, Philippines;
- Department of Agronomy, Kansas State University, Manhattan, KS 66506, USA
| | - Dirk K. Hincha
- Max-Planck-Institute of Molecular Plant Physiology, 14476 Potsdam, Germany; (S.S.); (L.M.F.L.); (U.G.); (X.L.); (A.E.); (J.K.); (D.K.H.)
| | - Ellen Zuther
- Max-Planck-Institute of Molecular Plant Physiology, 14476 Potsdam, Germany; (S.S.); (L.M.F.L.); (U.G.); (X.L.); (A.E.); (J.K.); (D.K.H.)
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43
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Impa SM, Vennapusa AR, Bheemanahalli R, Sabela D, Boyle D, Walia H, Jagadish SVK. High night temperature induced changes in grain starch metabolism alters starch, protein, and lipid accumulation in winter wheat. PLANT, CELL & ENVIRONMENT 2020; 43:431-447. [PMID: 31702834 DOI: 10.1111/pce.13671] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2019] [Revised: 10/25/2019] [Accepted: 10/26/2019] [Indexed: 05/26/2023]
Abstract
Unlike sporadic daytime heat spikes, a consistent increase in night-time temperatures can potentially derail the genetic gains being achieved. Ten winter wheat genotypes were exposed to six different night-time temperatures (15-27°C) during flowering and grain-filling stages in controlled environment chambers. We identified the night-time temperature of 23o C as the critical threshold beyond which a consistent decline in yields and quality was observed. Confocal laser scanning micrographs of central endosperm, bran, and germ tissue displayed differential accumulation of protein, lipid, and starch with increasing night-time temperatures. KS07077M-1 recorded a decrease in starch and an increase in protein and lipid in central endosperm with increasing night-time temperatures, whereas the same was significantly lower in the tolerant SY Monument. Expression analysis of genes encoding 21 enzymes (including isoforms) involved in grain-starch metabolism in developing grains revealed a high night-time temperature (HNT)-induced reduction in transcript levels of adenosine diphosphate glucose pyrophosphorylase small subunit involved in starch synthesis and a ≥2-fold increase in starch degrading enzymes isoamylase III, alpha-, and beta-amylase. The identified critical threshold, grain compositional changes, and the key enzymes in grain starch metabolism that lead to poor starch accumulation in grains establish the foundational knowledge for enhancing HNT tolerance in wheat.
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Affiliation(s)
- Somayanda M Impa
- Department of Agronomy, Kansas State University, Manhattan, KS, 66506
| | | | | | - David Sabela
- Department of Agronomy, Kansas State University, Manhattan, KS, 66506
| | - Dan Boyle
- Division of Biology, Kansas State University, Manhattan, KS, 66506
| | - Harkamal Walia
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, 68583
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44
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Cuesta-Seijo JA, De Porcellinis AJ, Valente AH, Striebeck A, Voss C, Marri L, Hansson A, Jansson AM, Dinesen MH, Fangel JU, Harholt J, Popovic M, Thieme M, Hochmuth A, Zeeman SC, Mikkelsen TN, J�rgensen RB, Roitsch TG, M�ller BL, Braumann I. Amylopectin Chain Length Dynamics and Activity Signatures of Key Carbon Metabolic Enzymes Highlight Early Maturation as Culprit for Yield Reduction of Barley Endosperm Starch after Heat Stress. PLANT & CELL PHYSIOLOGY 2019; 60:2692-2706. [PMID: 31397873 PMCID: PMC6896705 DOI: 10.1093/pcp/pcz155] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Accepted: 07/30/2019] [Indexed: 05/30/2023]
Abstract
Abiotic environmental stresses have a negative impact on the yield and quality of crops. Understanding these stresses is an essential enabler for mitigating breeding strategies and it becomes more important as the frequency of extreme weather conditions increases due to climate change. This study analyses the response of barley (Hordeum vulgare L.) to a heat wave during grain filling in three distinct stages: the heat wave itself, the return to a normal temperature regime, and the process of maturation and desiccation. The properties and structure of the starch produced were followed throughout the maturational stages. Furthermore, the key enzymes involved in the carbohydrate supply to the grain were monitored. We observed differences in starch structure with well-separated effects because of heat stress and during senescence. Heat stress produced marked effects on sucrolytic enzymes in source and sink tissues. Early cessation of plant development as an indirect consequence of the heat wave was identified as the major contributor to final yield loss from the stress, highlighting the importance for functional stay-green traits for the development of heat-resistant cereals.
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Affiliation(s)
| | | | | | - Alexander Striebeck
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
| | - Cynthia Voss
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
| | - Lucia Marri
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
| | - Andreas Hansson
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
| | - Anita M Jansson
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
| | | | - Jonatan Ulrik Fangel
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
| | - Jesper Harholt
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
| | - Milan Popovic
- Department of Plant and Environmental Sciences, Copenhagen Plant Science Centre, University of Copenhagen, Hojbakkegard Alle, 2630 Taastrup, Denmark
| | - Mercedes Thieme
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
- Institute of Molecular Plant Biology, ETH Zurich, Zurich 8092, Switzerland
| | - Anton Hochmuth
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
- Institute of Molecular Plant Biology, ETH Zurich, Zurich 8092, Switzerland
| | - Samuel C Zeeman
- Institute of Molecular Plant Biology, ETH Zurich, Zurich 8092, Switzerland
| | - Teis N�rgaard Mikkelsen
- Atmospheric Environment, DTU Environmental engineering, Technical University of Denmark, Building 115, 2800 Kgs, Lyngby, Denmark
| | - Rikke Bagger J�rgensen
- Atmospheric Environment, DTU Environmental engineering, Technical University of Denmark, Building 115, 2800 Kgs, Lyngby, Denmark
| | - Thomas Georg Roitsch
- Department of Plant and Environmental Sciences, Copenhagen Plant Science Centre, University of Copenhagen, Hojbakkegard Alle, 2630 Taastrup, Denmark
| | - Birger Lindberg M�ller
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
- Plant Biochemistry Laboratory, Department of Plant and Environmental Sciences, University of Copenhagen, 1871 Frederiksberg, Denmark
| | - Ilka Braumann
- Carlsberg Research Laboratory, J.C, Jacobsens Gade 4, 1799 Copenhagen V, Denmark
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Stuerz S, Asch F. Responses of Rice Growth to Day and Night Temperature and Relative Air Humidity-Dry Matter, Leaf Area, and Partitioning. PLANTS (BASEL, SWITZERLAND) 2019; 8:E521. [PMID: 31752248 PMCID: PMC6918295 DOI: 10.3390/plants8110521] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Revised: 11/11/2019] [Accepted: 11/15/2019] [Indexed: 12/26/2022]
Abstract
Asymmetric changes of day and night temperature have already been observed because of Climate Change. However, knowledge on environmental conditions either during day or night serving as trigger for growth processes is scarce. In this study, one rice (Oryza sativa) variety (IR64) was examined to assess the impact of varying temperatures and relative air humidities during day and night periods on biomass, leaf area, and dry matter partitioning between organs. Three different day and night temperature (30/20 °C, 25/25 °C, 20/30 °C) and relative air humidity (40/90%, 65/65%, 90/40%) regimes were established. The effect of relative air humidity on both plant dry matter and leaf area was larger than the effect of temperature, in particular low humidity had a strong negative impact during the night. With high day temperature, the shoot mass fraction increased, whereas the root mass fraction decreased. Specific leaf area increased at high night temperatures and led, along with the high leaf mass fraction at high night humidities, to higher growth rates. The results emphasize the importance of considering relative air humidity when focusing on plant responses to temperature, and strongly suggest that under asymmetric day and night temperature increases in the future, biomass partitioning rather than biomass itself will be affected.
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Affiliation(s)
- Sabine Stuerz
- Institute of Agricultural Sciences in the Tropics (Hans-Ruthenberg-Institute), University of Hohenheim, 70593 Stuttgart, Germany;
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Chen J, Cao F, Shan S, Yin X, Huang M, Zou Y. Grain filling of early-season rice cultivars grown under mechanical transplanting. PLoS One 2019; 14:e0224935. [PMID: 31697760 PMCID: PMC6837445 DOI: 10.1371/journal.pone.0224935] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Accepted: 10/24/2019] [Indexed: 11/18/2022] Open
Abstract
High yields of mechanized intensive rice-based cropping systems, e.g. double-season cropping using early- and late-season rice, are important to ensure national food security in China. However, few studies addressing the relationship between grain weight and grain yield of early-season rice under machine-transplanted conditions. A field experiment was conducted to determine the critical grain-filling characteristics and related physiological aspects that contribute to high grain weight in machine-transplanted early-season rice. The results showed that grain yield was significantly positively correlated with grain weight but not with panicles per m2, spikelets per panicle, and spikelet-filling percentage. Furthermore, this study demonstrated that there was a significant positive correlation between grain weight and mean grain-filling rate, which was significantly positively correlated with harvest index and grain cytokinin content. These results indicate that high grain-filling rate driven by good transport of assimilates to grains and strong grain sink strength is responsible for high grain weight in machine-transplanted early-season rice.
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Affiliation(s)
- Jiana Chen
- Crop and Environment Research Center, College of Agronomy, Hunan Agricultural University, Changsha, China
| | - Fangbo Cao
- Crop and Environment Research Center, College of Agronomy, Hunan Agricultural University, Changsha, China
| | - Shuanglü Shan
- Crop and Environment Research Center, College of Agronomy, Hunan Agricultural University, Changsha, China
| | - Xiaohong Yin
- Crop and Environment Research Center, College of Agronomy, Hunan Agricultural University, Changsha, China
- Guangxi Key Laboratory of Rice Genetics and Breeding, Rice Research Institute, Guangxi Academy of Agricultural Sciences, Nanning, China
| | - Min Huang
- Crop and Environment Research Center, College of Agronomy, Hunan Agricultural University, Changsha, China
- * E-mail:
| | - Yingbin Zou
- Crop and Environment Research Center, College of Agronomy, Hunan Agricultural University, Changsha, China
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Dhatt BK, Abshire N, Paul P, Hasanthika K, Sandhu J, Zhang Q, Obata T, Walia H. Metabolic Dynamics of Developing Rice Seeds Under High Night-Time Temperature Stress. FRONTIERS IN PLANT SCIENCE 2019; 10:1443. [PMID: 31781147 PMCID: PMC6857699 DOI: 10.3389/fpls.2019.01443] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Accepted: 10/17/2019] [Indexed: 05/03/2023]
Abstract
High temperature stress during rice reproductive development results in yield losses. Reduced grain yield and grain quality has been associated with high temperature stress, and specifically with high night-time temperatures (HNT). Characterizing the impact of HNT on the phenotypic and metabolic status of developing rice seeds can provide insights into the mechanisms involved in yield and quality decline. Here, we examined the impact of warmer nights on the morphology and metabolome during early seed development in six diverse rice accessions. Seed size was sensitive to HNT in four of the six genotypes, while seed fertility and seed weight were unaffected. We observed genotypic differences for negative impact of HNT on grain quality. This was evident from the chalky grain appearance due to impaired packaging of starch granules. Metabolite profiles during early seed development (3 and 4 days after fertilization; DAF) were distinct from the early grain filling stages (7 and 10 DAF) under optimal conditions. We observed that accumulation of sugars (sucrose, fructose, and glucose) peaked at 7 DAF suggesting a major flux of carbon into glycolysis, tricarboxylic acid cycle, and starch biosynthesis during grain filling. Next, we determined hyper (HNT > control) and hypo (HNT < control) abundant metabolites and found 19 of the 57 metabolites to differ significantly between HNT and control treatments. The most prominent changes were exhibited by differential abundance of sugar and sugar alcohols under HNT, which could be linked to a protective mechanism against the HNT damage. Overall, our results indicate that combining metabolic profiles of developing grains with yield and quality parameters under high night temperature stress could provide insight for exploration of natural variation for HNT tolerance in the rice germplasm.
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Affiliation(s)
- Balpreet K. Dhatt
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Nathan Abshire
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Puneet Paul
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Kalani Hasanthika
- Department of Statistics, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Jaspreet Sandhu
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Qi Zhang
- Department of Statistics, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Toshihiro Obata
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Harkamal Walia
- Department of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, United States
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Anthocyanin Accumulation in Black Kernel Mutant Rice and its Contribution to ROS Detoxification in Response to High Temperature at the Filling Stage. Antioxidants (Basel) 2019; 8:antiox8110510. [PMID: 31731425 PMCID: PMC6912731 DOI: 10.3390/antiox8110510] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Revised: 10/23/2019] [Accepted: 10/23/2019] [Indexed: 12/22/2022] Open
Abstract
Effect of high temperature (HT) on anthocyanin (ANS) accumulation and its relationship with reactive oxygen species (ROS) generation in color rice kernel was investigated by using a black kernel mutant (9311bk) and its wildtype (WT). 9311bk showed strikingly higher ANS content in the kernel than WT. Just like the starch accumulation in rice kernels, ANS accumulation in the 9311bk kernel increased progressively along with kernel development, with the highest level of ANS at kernel maturity. HT exposure evidently decreased ANS accumulation in 9311bk kernel, but it increased ROS and MDA concentrations. The extent of HT-induced decline in kernel starch accumulation was genotype-dependent, which was much larger for WT than 9311bk. Under HT exposure, 9311bk had a relatively lower increase in ROS and MDA contents than its WT. This occurrence was just opposite to the genotype-dependent alteration in the activities of antioxidant enzymes (SOD, CAT and APX) in response to HT exposure, suggesting more efficiently ROS detoxification and relatively stronger heat tolerance for 9311bk than its WT. Hence, the extent of HT-induced declines in grain weight and kernel starch content was much smaller for 9311bk relative to its WT. HT exposure suppressed the transcripts of OsCHS, OsF3’H, OsDFR and OsANS and impaired the ANS biosynthesis in rice kernel, which was strongly responsible for HT-induced decline in the accumulation of ANS, C3G, and P3G in 9311bk kernels. These results could provide valuable information to cope with global warming and achieving high quality for color rice production.
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Liu Y, Ren X, Jeong BR. Night Temperature Affects the Growth, Metabolism, and Photosynthetic Gene Expression in Astragalus membranaceus and Codonopsis lanceolata Plug Seedlings. PLANTS (BASEL, SWITZERLAND) 2019; 8:E407. [PMID: 31658714 PMCID: PMC6843391 DOI: 10.3390/plants8100407] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 10/07/2019] [Accepted: 10/09/2019] [Indexed: 02/07/2023]
Abstract
Astragalus membranaceus and Codonopsis lanceolata are two important medical herbs used in traditional Oriental medicine for preventing cancer, obesity, and inflammation. Night temperature is an important factor that influences the plug seedling quality. However, little research has focused on how the night temperature affects the growth and development of plug seedlings of these two medicinal species. In this study, uniform plug seedlings were cultivated in three environmentally controlled chambers for four weeks under three sets of day/night temperatures (25/10 °C, 25/15 °C, or 25/20 °C), the same relative humidity (75%), photoperiod (12 h), and light intensity (150 μmol·m-2·s-1 PPFD) provided by white LEDs. The results showed that night temperature had a marked influence on the growth and development of both species. The night temperature of 15 °C notably enhanced the quality of plug seedlings evidenced by the increased shoot, root, and leaf dry weights, stem diameter, and Dickson's quality index. Moreover, a night temperature of 15 °C also stimulated and increased contents of primary and secondary metabolites, including soluble sugar, starch, total phenols and flavonoids. Furthermore, the 15 °C night temperature increased the chlorophyll content and stomatal conductance and decreased the hydrogen peroxide content. Analysis of the gene expression showed that granule-bound starch synthase (GBSS), ribulose bisphosphate carboxylase large chain (RBCL), and ferredoxin (FDX) were up-regulated when the night temperature was 15 °C. Taken together, the results suggested that 15 °C is the optimal night temperature for the growth and development of plug seedlings of A. membranaceus and C. lanceolata.
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Affiliation(s)
- Ya Liu
- Department of Horticulture, Division of Applied Life Science (BK21 Plus Program), Graduate School of Gyeongsang National University, Jinju 52828, Korea.
| | - Xiuxia Ren
- Department of Horticulture, Division of Applied Life Science (BK21 Plus Program), Graduate School of Gyeongsang National University, Jinju 52828, Korea.
| | - Byoung Ryong Jeong
- Department of Horticulture, Division of Applied Life Science (BK21 Plus Program), Graduate School of Gyeongsang National University, Jinju 52828, Korea.
- Institute of Agriculture and Life Science, Gyeongsang National University, Jinju 52828, Korea.
- Research Institute of Life Science, Gyeongsang National University, Jinju 52828, Korea.
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Zhou H, Wang X, Huo C, Wang H, An Z, Sun D, Liu J, Tang W, Zhang B. A Quantitative Proteomics Study of Early Heat-Regulated Proteins by Two-Dimensional Difference Gel Electrophoresis Identified OsUBP21 as a Negative Regulator of Heat Stress Responses in Rice. Proteomics 2019; 19:e1900153. [PMID: 31491808 DOI: 10.1002/pmic.201900153] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 08/10/2019] [Indexed: 12/11/2022]
Abstract
To understand the early heat shock (HS)-regulated cellular responses that influence the tolerance of rice plant to high environmental temperatures, two-dimensional difference gel electrophoresis (2D-DIGE) is performed to explore the early HS-regulated proteome. Multiple proteins that show abundance changes after 1 and 5 min of HS treatment are identified. Of the early HS-regulated proteins identified, the abundance of a ubiquitin-specific protease, OsUBP21, and its Arabidopsis homolog, AtUBP13, is found to be upregulated by 5 min of HS treatment. Further, knocking the expression of OsUBP21 or AtUBP13 down or out increases the tolerance of rice and Arabidopsis plants to HS stress, suggesting that the function of these ubiquitin-specific proteases in regulating plant HS responses is conserved between monocots and dicots. 2D-DIGE showed a group of proteins are differentially regulated in wild-type and ubp21 mutant after 30 min of HS treatment. Among these proteins, 11 are found to interact directly with OsUBP21; thus, they may be targets of OsUBP21. Future analyses of the roles of these OsUBP21-interacting proteins in plant HS responses will help reveal the protein ubiquitination/deubiquitination-regulated cellular responses induced by HS in rice.
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Affiliation(s)
- Hangfan Zhou
- Hebei Collaboration Innovation Center for Cell Signaling; Key Laboratory of Molecular and Cellular Biology of Ministry of Education; Hebei Key Laboratory of Molecular and Cellular Biology; College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, 050024, China
| | - Xiaolong Wang
- Hebei Collaboration Innovation Center for Cell Signaling; Key Laboratory of Molecular and Cellular Biology of Ministry of Education; Hebei Key Laboratory of Molecular and Cellular Biology; College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, 050024, China
| | - Chenmin Huo
- College of Biological Science and Engineering, Hebei University of Economics and Business, Shijiazhuang, Hebei, 050061, China
| | - Hui Wang
- Hebei Collaboration Innovation Center for Cell Signaling; Key Laboratory of Molecular and Cellular Biology of Ministry of Education; Hebei Key Laboratory of Molecular and Cellular Biology; College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, 050024, China
| | - Zhichao An
- Hebei Collaboration Innovation Center for Cell Signaling; Key Laboratory of Molecular and Cellular Biology of Ministry of Education; Hebei Key Laboratory of Molecular and Cellular Biology; College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, 050024, China
| | - Daye Sun
- Hebei Collaboration Innovation Center for Cell Signaling; Key Laboratory of Molecular and Cellular Biology of Ministry of Education; Hebei Key Laboratory of Molecular and Cellular Biology; College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, 050024, China
| | - Jingze Liu
- Hebei Collaboration Innovation Center for Cell Signaling; Key Laboratory of Molecular and Cellular Biology of Ministry of Education; Hebei Key Laboratory of Molecular and Cellular Biology; College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, 050024, China
| | - Wenqiang Tang
- Hebei Collaboration Innovation Center for Cell Signaling; Key Laboratory of Molecular and Cellular Biology of Ministry of Education; Hebei Key Laboratory of Molecular and Cellular Biology; College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, 050024, China
| | - Baowen Zhang
- Hebei Collaboration Innovation Center for Cell Signaling; Key Laboratory of Molecular and Cellular Biology of Ministry of Education; Hebei Key Laboratory of Molecular and Cellular Biology; College of Life Sciences, Hebei Normal University, Shijiazhuang, Hebei, 050024, China
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