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Han Q, Ren Z, Zhu Q, Zhou Y, Zhu M, He J, Wang X, Zhao G. Maize SERRATE 1B positively regulates seed germinability under low-temperature. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2025; 355:112458. [PMID: 40057047 DOI: 10.1016/j.plantsci.2025.112458] [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: 09/12/2024] [Revised: 02/06/2025] [Accepted: 03/03/2025] [Indexed: 03/15/2025]
Abstract
Low temperature poses a significant threat to seedling emergence after maize sowing. While the impact of SERRATE (SE) on plant development via RNA processing has been extensively reported, its involvement in transcriptional regulation or the formation of low-temperature germination ability remains unclear. Our previous research revealed that ZmSE1B is located at the overlapping region of qLTGR4-1 or qLTPRL4-1, which has been associated with low-temperature germination by QTL analysis using IBM Syn4 RIL population. In the present study, we observed that maize seeds overexpressing ZmSE1B exhibited enhanced germination percentages, longer roots, and longer shoots when subjected to low-temperature conditions compared to the wildtype. Through an integrated analysis of RNA-Seq and CUT&Tag, we speculated that ZmGRXCC17, which encodes a GLUTAREDOXIN, may be upregulated by ZmSE1B in maize germinated seeds at low-temperature. Further, the regulation of ZmSE1B on transcription of ZmGRXCC17 was validated using dual-luciferase reporter system and CUT&Tag-qPCR. Finally, the positive effect of ZmGRXCC17 on low-temperature tolerance during seed germination was elucidated through its heterologous expression in rice. The results indicate that ZmSE1B enhances the seed germination ability under low temperature by regulating the transcription of ZmGRXCC17.
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Affiliation(s)
- Qinghui Han
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang Agriculture and Forestry University, Lin'an 311300, China
| | - Zan Ren
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang Agriculture and Forestry University, Lin'an 311300, China
| | - Qingxiang Zhu
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang Agriculture and Forestry University, Lin'an 311300, China
| | - Yang Zhou
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang Agriculture and Forestry University, Lin'an 311300, China
| | - Minyi Zhu
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang Agriculture and Forestry University, Lin'an 311300, China
| | - Junguang He
- Zhejiang Xin'an Chemical Group Co., Ltd, Jiande 311600, China
| | - Xiaomin Wang
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang Agriculture and Forestry University, Lin'an 311300, China
| | - Guangwu Zhao
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, College of Advanced Agricultural Sciences, Zhejiang Agriculture and Forestry University, Lin'an 311300, China.
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Kumar R, Das SP, Choudhury BU, Kumar A, Prakash NR, Verma R, Chakraborti M, Devi AG, Bhattacharjee B, Das R, Das B, Devi HL, Das B, Rawat S, Mishra VK. Advances in genomic tools for plant breeding: harnessing DNA molecular markers, genomic selection, and genome editing. Biol Res 2024; 57:80. [PMID: 39506826 PMCID: PMC11542492 DOI: 10.1186/s40659-024-00562-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Accepted: 10/28/2024] [Indexed: 11/08/2024] Open
Abstract
Conventional pre-genomics breeding methodologies have significantly improved crop yields since the mid-twentieth century. Genomics provides breeders with advanced tools for whole-genome study, enabling a direct genotype-phenotype analysis. This shift has led to precise and efficient crop development through genomics-based approaches, including molecular markers, genomic selection, and genome editing. Molecular markers, such as SNPs, are crucial for identifying genomic regions linked to important traits, enhancing breeding accuracy and efficiency. Genomic resources viz. genetic markers, reference genomes, sequence and protein databases, transcriptomes, and gene expression profiles, are vital in plant breeding and aid in the identification of key traits, understanding genetic diversity, assist in genomic mapping, support marker-assisted selection and speeding up breeding programs. Advanced techniques like CRISPR/Cas9 allow precise gene modification, accelerating breeding processes. Key techniques like Genome-Wide Association study (GWAS), Marker-Assisted Selection (MAS), and Genomic Selection (GS) enable precise trait selection and prediction of breeding outcomes, improving crop yield, disease resistance, and stress tolerance. These tools are handy for complex traits influenced by multiple genes and environmental factors. This paper explores new genomic technologies like molecular markers, genomic selection, and genome editing for plant breeding showcasing their impact on developing new plant varieties.
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Affiliation(s)
- Rahul Kumar
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India.
| | | | - Burhan Uddin Choudhury
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Amit Kumar
- ICAR Research Complex for NEH Region, Umiam, 793103, Meghalaya, India
| | | | - Ramlakhan Verma
- ICAR-National Rice Research Institute, Cuttack, 753006, Odisha, India
| | | | - Ayam Gangarani Devi
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Bijoya Bhattacharjee
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Rekha Das
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Bapi Das
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | | | - Biswajit Das
- ICAR Research Complex for NEH Region, Tripura Centre, Lembucherra, Agartala, 799210, Tripura, India
| | - Santoshi Rawat
- Department of Food Science and Technology, College of Agriculture, G.B.P.U.A.&T., Pantnagar, India
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Joshi A, Yang SY, Song HG, Min J, Lee JH. Genetic Databases and Gene Editing Tools for Enhancing Crop Resistance against Abiotic Stress. BIOLOGY 2023; 12:1400. [PMID: 37997999 PMCID: PMC10669554 DOI: 10.3390/biology12111400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 11/01/2023] [Accepted: 11/01/2023] [Indexed: 11/25/2023]
Abstract
Abiotic stresses extensively reduce agricultural crop production globally. Traditional breeding technology has been the fundamental approach used to cope with abiotic stresses. The development of gene editing technology for modifying genes responsible for the stresses and the related genetic networks has established the foundation for sustainable agriculture against environmental stress. Integrated approaches based on functional genomics and transcriptomics are now expanding the opportunities to elucidate the molecular mechanisms underlying abiotic stress responses. This review summarizes some of the features and weblinks of plant genome databases related to abiotic stress genes utilized for improving crops. The gene-editing tool based on clustered, regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 9 (Cas9) has revolutionized stress tolerance research due to its simplicity, versatility, adaptability, flexibility, and broader applications. However, off-target and low cleavage efficiency hinder the successful application of CRISPR/Cas systems. Computational tools have been developed for designing highly competent gRNA with better cleavage efficiency. This powerful genome editing tool offers tremendous crop improvement opportunities, overcoming conventional breeding techniques' shortcomings. Furthermore, we also discuss the mechanistic insights of the CRISPR/Cas9-based genome editing technology. This review focused on the current advances in understanding plant species' abiotic stress response mechanism and applying the CRISPR/Cas system genome editing technology to develop crop resilience against drought, salinity, temperature, heavy metals, and herbicides.
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Affiliation(s)
- Alpana Joshi
- Department of Bioenvironmental Chemistry, Jeonbuk National University, 567 Baekje-daero, Deokjin-gu, Jeonju 54896, Republic of Korea;
- Department of Agriculture Technology & Agri-Informatics, Shobhit Institute of Engineering & Technology, Meerut 250110, India
| | - Seo-Yeon Yang
- Department of Agricultural Chemistry, Jeonbuk National University, Jeonju 54896, Republic of Korea; (S.-Y.Y.); (H.-G.S.)
| | - Hyung-Geun Song
- Department of Agricultural Chemistry, Jeonbuk National University, Jeonju 54896, Republic of Korea; (S.-Y.Y.); (H.-G.S.)
| | - Jiho Min
- School of Chemical Engineering, Jeonbuk National University, Jeonju 54896, Republic of Korea;
| | - Ji-Hoon Lee
- Department of Bioenvironmental Chemistry, Jeonbuk National University, 567 Baekje-daero, Deokjin-gu, Jeonju 54896, Republic of Korea;
- Department of Agricultural Chemistry, Jeonbuk National University, Jeonju 54896, Republic of Korea; (S.-Y.Y.); (H.-G.S.)
- Institute of Agricultural Science & Technology, Jeonbuk National University, Jeonju 54896, Republic of Korea
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Liu L, Li X, Su M, Shi J, Zhang Q, Liu X. LeGRXS14 Reduces Salt Stress Tolerance in Arabidopsis thaliana. PLANTS (BASEL, SWITZERLAND) 2023; 12:2320. [PMID: 37375946 PMCID: PMC10305512 DOI: 10.3390/plants12122320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Revised: 06/01/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023]
Abstract
Salt stress represents a significant abiotic stressor for plants and poses a severe threat to agricultural productivity. Glutaredoxins (GRXs) are small disulfide reductases that can scavenge cellular reactive oxygen species and are crucial for plant growth and development, particularly under stressful circumstances. Although CGFS-type GRXs were found to be involved in various abiotic stresses, the intrinsic mechanism mediated by LeGRXS14, a tomato (Lycopersicon esculentum Mill.) CGFS-type GRX, is not yet fully understood. We discovered that LeGRXS14 is relatively conserved at the N-terminus and exhibits an increase in expression level under salt and osmotic stress conditions in tomatoes. The expression levels of LeGRXS14 in response to osmotic stress peaked relatively rapidly at 30 min, while the response to salt stress only peaked at 6 h. We constructed LeGRXS14 overexpression Arabidopsis thaliana (OE) lines and confirmed that LeGRXS14 is located on the plasma membrane, nucleus, and chloroplasts. In comparison to the wild-type Col-0 (WT), the OE lines displayed greater sensitivity to salt stress, resulting in a profound inhibition of root growth under the same conditions. Analysis of the mRNA levels of the WT and OE lines revealed that salt stress-related factors, such as ZAT12, SOS3, and NHX6, were downregulated. Based on our research, it can be concluded that LeGRXS14 plays a significant role in plant tolerance to salt. However, our findings also suggest that LeGRXS14 may act as a negative regulator in this process by exacerbating Na+ toxicity and the resulting oxidative stress.
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Affiliation(s)
- Lulu Liu
- College of Life Sciences and Oceanography, Shenzhen University, Shenzhen 518060, China;
| | - Xiaofei Li
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 310030, China; (X.L.); (M.S.); (J.S.); (Q.Z.)
| | - Mengke Su
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 310030, China; (X.L.); (M.S.); (J.S.); (Q.Z.)
| | - Jiaping Shi
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 310030, China; (X.L.); (M.S.); (J.S.); (Q.Z.)
| | - Qing Zhang
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 310030, China; (X.L.); (M.S.); (J.S.); (Q.Z.)
| | - Xunyan Liu
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou 310030, China; (X.L.); (M.S.); (J.S.); (Q.Z.)
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Hendrix S, Dard A, Meyer AJ, Reichheld JP. Redox-mediated responses to high temperature in plants. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:2489-2507. [PMID: 36794477 DOI: 10.1093/jxb/erad053] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 02/03/2023] [Indexed: 06/06/2023]
Abstract
As sessile organisms, plants are particularly affected by climate change and will face more frequent and extreme temperature variations in the future. Plants have developed a diverse range of mechanisms allowing them to perceive and respond to these environmental constraints, which requires sophisticated signalling mechanisms. Reactive oxygen species (ROS) are generated in plants exposed to various stress conditions including high temperatures and are presumed to be involved in stress response reactions. The diversity of ROS-generating pathways and the ability of ROS to propagate from cell to cell and to diffuse through cellular compartments and even across membranes between subcellular compartments put them at the centre of signalling pathways. In addition, their capacity to modify the cellular redox status and to modulate functions of target proteins, notably through cysteine oxidation, show their involvement in major stress response transduction pathways. ROS scavenging and thiol reductase systems also participate in the transmission of oxidation-dependent stress signals. In this review, we summarize current knowledge on the functions of ROS and oxidoreductase systems in integrating high temperature signals, towards the activation of stress responses and developmental acclimation mechanisms.
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Affiliation(s)
- Sophie Hendrix
- Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Friedrich-Ebert-Allee 144, D-53113, Bonn, Germany
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, B-3590, Diepenbeek, Belgium
| | - Avilien Dard
- Laboratoire Génome et Développement des Plantes, Université Perpignan Via Domitia, F-66860 Perpignan, France
- Laboratoire Génome et Développement des Plantes, CNRS, F-66860 Perpignan, France
| | - Andreas J Meyer
- Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Friedrich-Ebert-Allee 144, D-53113, Bonn, Germany
| | - Jean-Philippe Reichheld
- Laboratoire Génome et Développement des Plantes, Université Perpignan Via Domitia, F-66860 Perpignan, France
- Laboratoire Génome et Développement des Plantes, CNRS, F-66860 Perpignan, France
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Tiwari JK, Singh AK, Behera TK. CRISPR/Cas genome editing in tomato improvement: Advances and applications. FRONTIERS IN PLANT SCIENCE 2023; 14:1121209. [PMID: 36909403 PMCID: PMC9995852 DOI: 10.3389/fpls.2023.1121209] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Accepted: 02/02/2023] [Indexed: 06/12/2023]
Abstract
The narrow genetic base of tomato poses serious challenges in breeding. Hence, with the advent of clustered regularly interspaced short palindromic repeat (CRISPR)-associated protein9 (CRISPR/Cas9) genome editing, fast and efficient breeding has become possible in tomato breeding. Many traits have been edited and functionally characterized using CRISPR/Cas9 in tomato such as plant architecture and flower characters (e.g. leaf, stem, flower, male sterility, fruit, parthenocarpy), fruit ripening, quality and nutrition (e.g., lycopene, carotenoid, GABA, TSS, anthocyanin, shelf-life), disease resistance (e.g. TYLCV, powdery mildew, late blight), abiotic stress tolerance (e.g. heat, drought, salinity), C-N metabolism, and herbicide resistance. CRISPR/Cas9 has been proven in introgression of de novo domestication of elite traits from wild relatives to the cultivated tomato and vice versa. Innovations in CRISPR/Cas allow the use of online tools for single guide RNA design and multiplexing, cloning (e.g. Golden Gate cloning, GoldenBraid, and BioBrick technology), robust CRISPR/Cas constructs, efficient transformation protocols such as Agrobacterium, and DNA-free protoplast method for Cas9-gRNAs ribonucleoproteins (RNPs) complex, Cas9 variants like PAM-free Cas12a, and Cas9-NG/XNG-Cas9, homologous recombination (HR)-based gene knock-in (HKI) by geminivirus replicon, and base/prime editing (Target-AID technology). This mini-review highlights the current research advances in CRISPR/Cas for fast and efficient breeding of tomato.
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Affiliation(s)
- Jagesh Kumar Tiwari
- Division of Vegetable Improvement, Indian Council of Agricultural Research-Indian Institute of Vegetable Research, Varanasi, Uttar Pradesh, India
| | - Anand Kumar Singh
- Division of Horticulture, Indian Council of Agricultural Research, Krishi Anusandhan Bhawan - II, Pusa, New Delhi, India
| | - Tusar Kanti Behera
- Division of Vegetable Improvement, Indian Council of Agricultural Research-Indian Institute of Vegetable Research, Varanasi, Uttar Pradesh, India
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Shelake RM, Kadam US, Kumar R, Pramanik D, Singh AK, Kim JY. Engineering drought and salinity tolerance traits in crops through CRISPR-mediated genome editing: Targets, tools, challenges, and perspectives. PLANT COMMUNICATIONS 2022; 3:100417. [PMID: 35927945 PMCID: PMC9700172 DOI: 10.1016/j.xplc.2022.100417] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 07/07/2022] [Accepted: 07/27/2022] [Indexed: 05/10/2023]
Abstract
Prolonged periods of drought triggered by climate change hamper plant growth and cause substantial agricultural yield losses every year. In addition to drought, salinity is one of the major abiotic stresses that severely affect crop health and agricultural production. Plant responses to drought and salinity involve multiple processes that operate in a spatiotemporal manner, such as stress sensing, perception, epigenetic modifications, transcription, post-transcriptional processing, translation, and post-translational changes. Consequently, drought and salinity stress tolerance are polygenic traits influenced by genome-environment interactions. One of the ideal solutions to these challenges is the development of high-yielding crop varieties with enhanced stress tolerance, together with improved agricultural practices. Recently, genome-editing technologies, especially clustered regularly interspaced short palindromic repeats (CRISPR) tools, have been effectively applied to elucidate how plants deal with drought and saline environments. In this work, we aim to portray that the combined use of CRISPR-based genome engineering tools and modern genomic-assisted breeding approaches are gaining momentum in identifying genetic determinants of complex traits for crop improvement. This review provides a synopsis of plant responses to drought and salinity stresses at the morphological, physiological, and molecular levels. We also highlight recent advances in CRISPR-based tools and their use in understanding the multi-level nature of plant adaptations to drought and salinity stress. Integrating CRISPR tools with modern breeding approaches is ideal for identifying genetic factors that regulate plant stress-response pathways and for the introgression of beneficial traits to develop stress-resilient crops.
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Affiliation(s)
- Rahul Mahadev Shelake
- Division of Applied Life Science (BK21 Four Program), Plant Molecular Biology and Biotechnology Research Center, Gyeongsang National University, Jinju 52828, Korea.
| | - Ulhas Sopanrao Kadam
- Division of Applied Life Science (BK21 Four Program), Plant Molecular Biology and Biotechnology Research Center, Gyeongsang National University, Jinju 52828, Korea
| | - Ritesh Kumar
- Department of Agronomy & Plant Genetics, University of Minnesota, Saint Paul, MN 55108, USA
| | - Dibyajyoti Pramanik
- Division of Applied Life Science (BK21 Four Program), Plant Molecular Biology and Biotechnology Research Center, Gyeongsang National University, Jinju 52828, Korea
| | - Anil Kumar Singh
- ICAR-National Institute for Plant Biotechnology, LBS Centre, Pusa Campus, New Delhi 110012, India
| | - Jae-Yean Kim
- Division of Applied Life Science (BK21 Four Program), Plant Molecular Biology and Biotechnology Research Center, Gyeongsang National University, Jinju 52828, Korea; Division of Life Science, Gyeongsang National University, 501 Jinju-daero, Jinju 52828, Korea.
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Sprague SA, Tamang TM, Steiner T, Wu Q, Hu Y, Kakeshpour T, Park J, Yang J, Peng Z, Bergkamp B, Somayanda I, Peterson M, Oliveira Garcia E, Hao Y, St. Amand P, Bai G, Nakata PA, Rieu I, Jackson DP, Cheng N, Valent B, Hirschi KD, Jagadish SVK, Liu S, White FF, Park S. Redox-engineering enhances maize thermotolerance and grain yield in the field. PLANT BIOTECHNOLOGY JOURNAL 2022; 20:1819-1832. [PMID: 35656643 PMCID: PMC9398381 DOI: 10.1111/pbi.13866] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 05/20/2022] [Accepted: 05/27/2022] [Indexed: 05/22/2023]
Abstract
Increasing populations and temperatures are expected to escalate food demands beyond production capacities, and the development of maize lines with better performance under heat stress is desirable. Here, we report that constitutive ectopic expression of a heterologous glutaredoxin S17 from Arabidopsis thaliana (AtGRXS17) can provide thermotolerance in maize through enhanced chaperone activity and modulation of heat stress-associated gene expression. The thermotolerant maize lines had increased protection against protein damage and yielded a sixfold increase in grain production in comparison to the non-transgenic counterparts under heat stress field conditions. The maize lines also displayed thermotolerance in the reproductive stages, resulting in improved pollen germination and the higher fidelity of fertilized ovules under heat stress conditions. Our results present a robust and simple strategy for meeting rising yield demands in maize and, possibly, other crop species in a warming global environment.
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Affiliation(s)
- Stuart A. Sprague
- Department of Horticulture and Natural ResourcesKansas State UniversityManhattanKSUSA
- Present address:
School of Agricultural SciencesNorthwest Missouri State UniversityMaryvilleMO64468USA
| | - Tej Man Tamang
- Department of Horticulture and Natural ResourcesKansas State UniversityManhattanKSUSA
| | - Trevor Steiner
- Department of Horticulture and Natural ResourcesKansas State UniversityManhattanKSUSA
| | - Qingyu Wu
- Department of Horticulture and Natural ResourcesKansas State UniversityManhattanKSUSA
- Present address:
Institute of Agricultural Resources and Regional PlanningChinese Academy of Agricultural SciencesBeijing100081China
| | - Ying Hu
- Department of Horticulture and Natural ResourcesKansas State UniversityManhattanKSUSA
- Present address:
Department of Horticultural SciencesUniversity of FloridaGainesvilleFL32611USA
| | - Tayebeh Kakeshpour
- Department of Horticulture and Natural ResourcesKansas State UniversityManhattanKSUSA
| | - Jungeun Park
- Department of Horticulture and Natural ResourcesKansas State UniversityManhattanKSUSA
| | - Jian Yang
- United States Department of Agriculture/Agricultural Research Service, Children's Nutrition Research Center, Department of PediatricsBaylor College of MedicineHoustonTXUSA
| | - Zhao Peng
- Department of Plant PathologyUniversity of FloridaGainesvilleFLUSA
| | - Blake Bergkamp
- Department of AgronomyKansas State UniversityManhattanKSUSA
| | - Impa Somayanda
- Department of AgronomyKansas State UniversityManhattanKSUSA
| | - Morgan Peterson
- United States Department of Agriculture/Agricultural Research Service, Hard Winter Wheat Genetics Research UnitKansas State UniversityManhattanKSUSA
| | | | - Yangfan Hao
- Department of Plant PathologyKansas State UniversityManhattanKSUSA
| | - Paul St. Amand
- United States Department of Agriculture/Agricultural Research Service, Hard Winter Wheat Genetics Research UnitKansas State UniversityManhattanKSUSA
| | - Guihua Bai
- United States Department of Agriculture/Agricultural Research Service, Hard Winter Wheat Genetics Research UnitKansas State UniversityManhattanKSUSA
| | - Paul A. Nakata
- United States Department of Agriculture/Agricultural Research Service, Children's Nutrition Research Center, Department of PediatricsBaylor College of MedicineHoustonTXUSA
| | - Ivo Rieu
- Department of Plant Systems Physiology, Radboud Institute for Biological and Environmental SciencesRadboud UniversityNijmegenThe Netherlands
| | | | - Ninghui Cheng
- United States Department of Agriculture/Agricultural Research Service, Children's Nutrition Research Center, Department of PediatricsBaylor College of MedicineHoustonTXUSA
| | - Barbara Valent
- Department of Plant PathologyKansas State UniversityManhattanKSUSA
| | - Kendal D. Hirschi
- United States Department of Agriculture/Agricultural Research Service, Children's Nutrition Research Center, Department of PediatricsBaylor College of MedicineHoustonTXUSA
| | | | - Sanzhen Liu
- Department of Plant PathologyKansas State UniversityManhattanKSUSA
| | - Frank F. White
- Department of Plant PathologyUniversity of FloridaGainesvilleFLUSA
| | - Sunghun Park
- Department of Horticulture and Natural ResourcesKansas State UniversityManhattanKSUSA
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