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Chen G, Yu W, Zheng Y, Zhang L, Si J, Zhao K, Li R, Zhao D, Qu L, Zhang B, Li S, Kong L, Yang Z, Li H. Optimizing Sowing Time and Density Can Synergistically Improve the Productivity and Quality of Strong-Gluten Wheat in Different Ecological Regions of Shandong Province. PLANTS (BASEL, SWITZERLAND) 2025; 14:372. [PMID: 39942934 PMCID: PMC11821157 DOI: 10.3390/plants14030372] [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: 11/23/2024] [Revised: 01/11/2025] [Accepted: 01/15/2025] [Indexed: 02/16/2025]
Abstract
Timely sowing is a crucial cultivation practice for enhancing crop productivity. In Shandong Province, inadequate supporting cultivation techniques are the primary factors limiting the yield and quality improvement of high-quality strong-gluten wheat (Triticum aestivum L.). A promising strategy for achieving synergistic improvements in both yield and quality involves matching the sowing date and density to the specific ecological conditions of each region. To explore this approach, we conducted continuous field experiments at three testing stations-Jining, Dezhou, and Yantai-across the major wheat-growing regions of Shandong Province from 2019 to 2021. Four sowing dates (T1: October 5; T2: October 15; T3: October 25; and T4: November 5) and seven planting densities (ranging from 135 × 104 plants ha-1 to 405 × 104 plants ha-1, denoted as D1-D7) were tested at each location. The results revealed that the wheat yield in each ecological zone initially increased, then decreased as the sowing dates were delayed. In Jining and Dezhou, high grain yields were typically observed at all densities under T3, while Yantai showed optimal yields under T2. Specifically, Jining achieved the highest grain yield of 9326.6 kg ha-1 with 315 × 104 plants ha-1 on October 25 (T3D5), while Dezhou and Yantai reached their maximum yields under 225 × 104 plants ha-1 on October 15 (T2D3), with yields of 8784.0 kg ha-1 and 9366.3 kg ha-1, respectively. Except in Dezhou, the wheat quality compliance rate at all sites followed an increasing trend initially, which then declined with later sowing dates. In Jining and Yantai, high-quality compliance rates were most frequently achieved under T2, while Dezhou showed optimal quality rates under T1. In conclusion, selecting appropriate sowing dates and densities can lead to synergistic improvements in both grain yield and quality of strong-gluten wheat across Shandong's wheat-growing regions.
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Affiliation(s)
- Guangzhou Chen
- Crop Research Institute, Shandong Academy of Agricultural Sciences, Jinan 250100, China
- College of Agronomy, Xinjiang Agricultural University, Urumqi 830052, China
| | - Weibao Yu
- Crop Research Institute, Shandong Academy of Agricultural Sciences, Jinan 250100, China
- College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China (R.L.); (D.Z.)
| | - Yushen Zheng
- College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China (R.L.); (D.Z.)
| | - Le Zhang
- College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China (R.L.); (D.Z.)
| | - Jisheng Si
- Crop Research Institute, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Kainan Zhao
- Crop Research Institute, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Ruochen Li
- College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China (R.L.); (D.Z.)
| | - Deqiang Zhao
- College of Agronomy and Biotechnology, China Agricultural University, Beijing 100193, China (R.L.); (D.Z.)
| | - Lei Qu
- Shandong Luyan Agricultural Variety Co., Ltd., Jinan 250100, China;
| | - Bin Zhang
- Crop Research Institute, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Shengdong Li
- Crop Research Institute, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Lingan Kong
- Crop Research Institute, Shandong Academy of Agricultural Sciences, Jinan 250100, China
| | - Zaidong Yang
- Shandong Luyan Agricultural Variety Co., Ltd., Jinan 250100, China;
| | - Huawei Li
- Crop Research Institute, Shandong Academy of Agricultural Sciences, Jinan 250100, China
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Mira JP, Arenas-M A, Calderini DF, Canales J. Integrated Transcriptome Analysis Identified Key Expansin Genes Associated with Wheat Cell Wall, Grain Weight and Yield. PLANTS (BASEL, SWITZERLAND) 2023; 12:2868. [PMID: 37571021 PMCID: PMC10421294 DOI: 10.3390/plants12152868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Revised: 07/28/2023] [Accepted: 07/31/2023] [Indexed: 08/13/2023]
Abstract
This research elucidates the dynamic expression of expansin genes during the wheat grain (Triticum aestivum L.) development process using comprehensive meta-analysis and experimental validation. We leveraged RNA-seq data from multiple public databases, applying stringent criteria for selection, and identified 60,852 differentially expressed genes across developmental stages. From this pool, 28,558 DEGs were found to exhibit significant temporal regulation in at least two different datasets and were enriched for processes integral to grain development such as carbohydrate metabolism and cell wall organization. Notably, 30% of the 241 known expansin genes showed differential expression during grain growth. Hierarchical clustering and expression level analysis revealed temporal regulation and distinct contributions of expansin subfamilies during the early stages of grain development. Further analysis using co-expression networks underscored the significance of expansin genes, revealing their substantial co-expression with genes involved in cell wall modification. Finally, qPCR validation and grain morphological analysis under field conditions indicated a significant negative correlation between the expression of select expansin genes, and grain size and weight. This study illuminates the potential role of expansin genes in wheat grain development and provides new avenues for targeted genetic improvements in wheat.
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Affiliation(s)
- Juan P. Mira
- Instituto de Bioquímica y Microbiología, Facultad de Ciencias, Universidad Austral de Chile, Valdivia 5110566, Chile; (J.P.M.); (A.A.-M.)
| | - Anita Arenas-M
- Instituto de Bioquímica y Microbiología, Facultad de Ciencias, Universidad Austral de Chile, Valdivia 5110566, Chile; (J.P.M.); (A.A.-M.)
- ANID-Millennium Science Initiative Program-Millennium Institute for Integrative Biology (iBio), Santiago 8331150, Chile
| | - Daniel F. Calderini
- Plant Production and Plant Protection Institute, Faculty of Agricultural Sciences, Universidad Austral de Chile, Valdivia 5110566, Chile
| | - Javier Canales
- Instituto de Bioquímica y Microbiología, Facultad de Ciencias, Universidad Austral de Chile, Valdivia 5110566, Chile; (J.P.M.); (A.A.-M.)
- ANID-Millennium Science Initiative Program-Millennium Institute for Integrative Biology (iBio), Santiago 8331150, Chile
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3
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Zhuo J, Wang K, Wang N, Xing C, Peng D, Wang X, Qu G, Kang C, Ye X, Li Y, Yan Y, Li X. Pericarp starch metabolism is associated with caryopsis development and endosperm starch accumulation in common wheat. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2023; 330:111622. [PMID: 36731749 DOI: 10.1016/j.plantsci.2023.111622] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 12/22/2022] [Accepted: 01/29/2023] [Indexed: 06/18/2023]
Abstract
The wheat pericarp is the main component of the caryopsis at the early development stage and ultimately converts into a tissue that covers the mature caryopsis. A large number of starch granules are accumulated in the pericarp, but the production of and the role of starch granules in caryopsis development remain- elusive. In the present study, the relationship between accumulated starch granules and starch metabolism-related genes in wheat pericarp was investigated using paraffin section observations, expression analysis, and mutant analysis. Starch synthesis is initiated before anthesis and is dependent on a sucrose uptake and conversion system similar to that in the endosperm. TaPTST2 is required to initiate the production of pericarp starch granules. Pericarp starch granules gradually disappeared at the filling stage with high expression levels of genes encoding β-amylase, sucrose-phosphate synthase, and sucrose-phosphate phosphatase. As a maternal tissue adjacent to the endosperm and embryo, the pericarp plays a temporary reservoir for excess nutrients delivered into the caryopsis during the early development stage and exported at the filling stage. The pericarp contributes to the development of the endosperm and embryo as well as the accumulation of endosperm starch. The metabolism of pericarp starch may affect the weight of the wheat caryopsis.
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Affiliation(s)
- Jiahui Zhuo
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China
| | - Ke Wang
- National Wheat Improvement Center, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Ning Wang
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China
| | - Caihong Xing
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China
| | - Da Peng
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China
| | - Xinyu Wang
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China
| | - Ge Qu
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China
| | - Caiyun Kang
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China
| | - Xingguo Ye
- National Wheat Improvement Center, Institute of Crop Sciences, Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Yaxuan Li
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China
| | - Yueming Yan
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China
| | - Xiaohui Li
- Key Laboratory of Genetics and Biotechnology, College of Life Science, Capital Normal University, Beijing 100048, China.
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Yang X, Wilkinson LG, Aubert MK, Houston K, Shirley NJ, Tucker MR. Ovule cell wall composition is a maternal determinant of grain size in barley. THE NEW PHYTOLOGIST 2023; 237:2136-2147. [PMID: 36600397 DOI: 10.1111/nph.18714] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 12/05/2022] [Indexed: 06/17/2023]
Abstract
In cereal species, grain size is influenced by growth of the ovule integuments (seed coat), the spikelet hull (lemma and palea) and the filial endosperm. Whether a highly conserved ovule tissue, the nucellus, has any impact on grain size has remained unclear. Immunolabelling revealed that the barley nucellus comprises two distinct cell types that differ in terms of cell wall homogalacturonan (HG) accumulation. Transcriptional profiling of the nucellus identified two pectin methylesterase (PME) genes, OVULE PECTIN MODIFIER 1 (OPM1) and OPM2, which are expressed in the unfertilized ovule but absent from the seed. Ovules from an opm1 opm2 mutant and plants expressing an ovule-specific pectin methylesterase inhibitor (PMEI), exhibit reduced HG accumulation. This results in changes to ovule cell size and shape and ovules that are longer than wild-type (WT) controls. At grain maturity, this is manifested as significantly longer grain. These findings indicate that cell wall composition during ovule development acts to limit ovule and seed growth. The investigation of ovule PME and PMEI activity reveals an unexpected role of maternal tissues in controlling grain growth before fertilization, one that has been lacking from models exploring improvements in grain size.
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Affiliation(s)
- Xiujuan Yang
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, SA, 5064, Australia
| | - Laura G Wilkinson
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, SA, 5064, Australia
| | - Matthew K Aubert
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, SA, 5064, Australia
- Australian Grain Technologies, 100 Byfield Street, Northam, WA, 6401, Australia
| | - Kelly Houston
- The James Hutton Institute, Invergowrie, Dundee, DD2 5DA, UK
| | - Neil J Shirley
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, SA, 5064, Australia
| | - Matthew R Tucker
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Urrbrae, SA, 5064, Australia
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Legland D, Le TDQ, Alvarado C, Girousse C, Chateigner-Boutin AL. New Growth-Related Features of Wheat Grain Pericarp Revealed by Synchrotron-Based X-ray Micro-Tomography and 3D Reconstruction. PLANTS (BASEL, SWITZERLAND) 2023; 12:1038. [PMID: 36903900 PMCID: PMC10005608 DOI: 10.3390/plants12051038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 02/16/2023] [Accepted: 02/22/2023] [Indexed: 06/18/2023]
Abstract
Wheat (Triticum aestivum L.) is one of the most important crops as it provides 20% of calories and proteins to the human population. To overcome the increasing demand in wheat grain production, there is a need for a higher grain yield, and this can be achieved in particular through an increase in the grain weight. Moreover, grain shape is an important trait regarding the milling performance. Both the final grain weight and shape would benefit from a comprehensive knowledge of the morphological and anatomical determinism of wheat grain growth. Synchrotron-based phase-contrast X-ray microtomography (X-ray µCT) was used to study the 3D anatomy of the growing wheat grain during the first developmental stages. Coupled with 3D reconstruction, this method revealed changes in the grain shape and new cellular features. The study focused on a particular tissue, the pericarp, which has been hypothesized to be involved in the control of grain development. We showed considerable spatio-temporal diversity in cell shape and orientations, and in tissue porosity associated with stomata detection. These results highlight the growth-related features rarely studied in cereal grains, which may contribute significantly to the final grain weight and shape.
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Affiliation(s)
- David Legland
- INRAE, UR BIA, 44316 Nantes, France
- INRAE, PROBE Research Infrastructure, BIBS Facility, 44316 Nantes, France
| | - Thang Duong Quoc Le
- INRAE, UR BIA, 44316 Nantes, France
- INRAE, PROBE Research Infrastructure, BIBS Facility, 44316 Nantes, France
| | | | - Christine Girousse
- INRAE, Université Clermont-Auvergne, UMR GDEC, 63000 Clermont-Ferrand, France
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Girousse C. Heat shock exposure during early wheat grain development can reduce maximum endosperm cell number but not necessarily final grain dry mass. PLoS One 2023; 18:e0285218. [PMID: 37115800 PMCID: PMC10146457 DOI: 10.1371/journal.pone.0285218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Accepted: 04/18/2023] [Indexed: 04/29/2023] Open
Abstract
Post-anthesis heat shocks, which are expected to increase in frequency under climate change, may affect wheat grain development and lead to significant decreases in grain yield. Grain development occurs in three phases, the lag-phase, the filling-phase, and maturation. The growth of the three main compartments of the grain (outer layers (OLs), endosperm, embryo) is staggered, so that heat shocks affect time- and tissue-specific growth processes differentially depending on their timing. We hypothesized that heat shocks during the lag-phase may reduce final grain size, resulting from a reduction in endosperm cell number and/or a restricted OLs growth. Plants were heated for four consecutive days during the lag-phase or the filling-phase or both phases (lag- and filling-). Heat shocks consisted in four hours a day at 38°C and 21°C for the rest of the day. Controlled plants were maintained at 21/14°C (day/night). For each temperature treatment, kinetics of whole grain and compartment masses and dimensions were measured as well as the endosperm cell number. An early heat shock reduced endosperm cell proliferation. However, the growth patterns neither of endosperm nor of OLs were modified compared to controls, resulting in no differences in final grain size. Furthermore, compared to controls, a single heat shock during the filling-phase reduced both the duration and rate of dry mass accumulation into grains, whereas two consecutive shocks reduced the duration but enhanced the rate of dry mass of accumulation, even when endosperm cell number was reduced. The mean endosperm cell size was shown to be larger after early heat shocks. All together, these results suggest a compensatory mechanism exists to regulate endosperm cell size and number. This process might be a new mechanistic target for molecular studies and would improve our understanding of post-anthesis wheat tolerance to heat-shocks.
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Affiliation(s)
- Christine Girousse
- INRAE, UCA, UMR 1095 GDEC, 5 Chemin de Beaulieu, Clermont-Ferrand, France
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7
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Tillett BJ, Hale CO, Martin JM, Giroux MJ. Genes Impacting Grain Weight and Number in Wheat ( Triticum aestivum L. ssp. aestivum). PLANTS (BASEL, SWITZERLAND) 2022; 11:1772. [PMID: 35807724 PMCID: PMC9269389 DOI: 10.3390/plants11131772] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2022] [Revised: 06/17/2022] [Accepted: 06/27/2022] [Indexed: 05/05/2023]
Abstract
The primary goal of common wheat (T. aestivum) breeding is increasing yield without negatively impacting the agronomic traits or product quality. Genetic approaches to improve the yield increasingly target genes that impact the grain weight and number. An energetic trade-off exists between the grain weight and grain number, the result of which is that most genes that increase the grain weight also decrease the grain number. QTL associated with grain weight and number have been identified throughout the hexaploid wheat genome, leading to the discovery of numerous genes that impact these traits. Genes that have been shown to impact these traits will be discussed in this review, including TaGNI, TaGW2, TaCKX6, TaGS5, TaDA1, WAPO1, and TaRht1. As more genes impacting the grain weight and number are characterized, the opportunity is increasingly available to improve common wheat agronomic yield by stacking the beneficial alleles. This review provides a synopsis of the genes that impact grain weight and number, and the most beneficial alleles of those genes with respect to increasing the yield in dryland and irrigated conditions. It also provides insight into some of the genetic mechanisms underpinning the trade-off between grain weight and number and their relationship to the source-to-sink pathway. These mechanisms include the plant size, the water soluble carbohydrate levels in plant tissue, the size and number of pericarp cells, the cytokinin and expansin levels in developing reproductive tissue, floral architecture and floral fertility.
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Affiliation(s)
| | | | | | - Michael J. Giroux
- Department of Plant Sciences and Plant Pathology, Montana State University, 119 Plant Biosciences Building, Bozeman, MT 59717-3150, USA; (B.J.T.); (C.O.H.); (J.M.M.)
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8
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Arenas-M A, Castillo FM, Godoy D, Canales J, Calderini DF. Transcriptomic and Physiological Response of Durum Wheat Grain to Short-Term Heat Stress during Early Grain Filling. PLANTS (BASEL, SWITZERLAND) 2021; 11:plants11010059. [PMID: 35009063 PMCID: PMC8747107 DOI: 10.3390/plants11010059] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 12/15/2021] [Accepted: 12/21/2021] [Indexed: 05/14/2023]
Abstract
In a changing climate, extreme weather events such as heatwaves will be more frequent and could affect grain weight and the quality of crops such as wheat, one of the most significant crops in terms of global food security. In this work, we characterized the response of Triticum turgidum L. spp. durum wheat to short-term heat stress (HS) treatment at transcriptomic and physiological levels during early grain filling in glasshouse experiments. We found a significant reduction in grain weight (23.9%) and grain dimensions from HS treatment. Grain quality was also affected, showing a decrease in starch content (20.8%), in addition to increments in grain protein levels (14.6%), with respect to the control condition. Moreover, RNA-seq analysis of durum wheat grains allowed us to identify 1590 differentially expressed genes related to photosynthesis, response to heat, and carbohydrate metabolic process. A gene regulatory network analysis of HS-responsive genes uncovered novel transcription factors (TFs) controlling the expression of genes involved in abiotic stress response and grain quality, such as a member of the DOF family predicted to regulate glycogen and starch biosynthetic processes in response to HS in grains. In summary, our results provide new insights into the extensive transcriptome reprogramming that occurs during short-term HS in durum wheat grains.
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Affiliation(s)
- Anita Arenas-M
- Institute of Biochemistry and Microbiology, Faculty of Sciences, Universidad Austral de Chile, Valdivia 5110566, Chile; (A.A.-M.); (F.M.C.)
- ANID—Millennium Science Initiative Program-Millennium Institute for Integrative Biology (iBio), Santiago 8331150, Chile
| | - Francisca M. Castillo
- Institute of Biochemistry and Microbiology, Faculty of Sciences, Universidad Austral de Chile, Valdivia 5110566, Chile; (A.A.-M.); (F.M.C.)
- ANID—Millennium Science Initiative Program-Millennium Institute for Integrative Biology (iBio), Santiago 8331150, Chile
| | - Diego Godoy
- Plant Production and Plant Protection Institute, Faculty of Agricultural Sciences, Universidad Austral de Chile, Valdivia 5110566, Chile;
| | - Javier Canales
- Institute of Biochemistry and Microbiology, Faculty of Sciences, Universidad Austral de Chile, Valdivia 5110566, Chile; (A.A.-M.); (F.M.C.)
- ANID—Millennium Science Initiative Program-Millennium Institute for Integrative Biology (iBio), Santiago 8331150, Chile
- Correspondence: (J.C.); (D.F.C.)
| | - Daniel F. Calderini
- Plant Production and Plant Protection Institute, Faculty of Agricultural Sciences, Universidad Austral de Chile, Valdivia 5110566, Chile;
- Correspondence: (J.C.); (D.F.C.)
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Calderini DF, Castillo FM, Arenas‐M A, Molero G, Reynolds MP, Craze M, Bowden S, Milner MJ, Wallington EJ, Dowle A, Gomez LD, McQueen‐Mason SJ. Overcoming the trade-off between grain weight and number in wheat by the ectopic expression of expansin in developing seeds leads to increased yield potential. THE NEW PHYTOLOGIST 2021; 230:629-640. [PMID: 33124693 PMCID: PMC8048851 DOI: 10.1111/nph.17048] [Citation(s) in RCA: 64] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 10/21/2020] [Indexed: 05/19/2023]
Abstract
Wheat is the most widely grown crop globally, providing 20% of all human calories and protein. Achieving step changes in genetic yield potential is crucial to ensure food security, but efforts are thwarted by an apparent trade-off between grain size and number. Expansins are proteins that play important roles in plant growth by enhancing stress relaxation in the cell wall, which constrains cell expansion. Here, we describe how targeted overexpression of an α-expansin in early developing wheat seeds leads to a significant increase in grain size without a negative effect on grain number, resulting in a yield boost under field conditions. The best-performing transgenic line yielded 12.3% higher average grain weight than the control, and this translated to an increase in grain yield of 11.3% in field experiments using an agronomically appropriate plant density. This targeted transgenic approach provides an opportunity to overcome a common bottleneck to yield improvement across many crops.
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Affiliation(s)
- Daniel F. Calderini
- Institute of Plant Production and ProtectionUniversidad Austral de ChileCampus Isla TejaValdivia5090000Chile
| | - Francisca M. Castillo
- Institute of Plant Production and ProtectionUniversidad Austral de ChileCampus Isla TejaValdivia5090000Chile
- Institute of Biochemistry and MicrobiologyFaculty of SciencesUniversidad Austral de ChileValdivia5090000Chile
| | - Anita Arenas‐M
- Institute of Plant Production and ProtectionUniversidad Austral de ChileCampus Isla TejaValdivia5090000Chile
- Institute of Biochemistry and MicrobiologyFaculty of SciencesUniversidad Austral de ChileValdivia5090000Chile
| | - Gemma Molero
- International Maize and Wheat Improvement Center (CIMMYT)El BatánTexcocoCP 56237Mexico
| | - Matthew P. Reynolds
- International Maize and Wheat Improvement Center (CIMMYT)El BatánTexcocoCP 56237Mexico
| | | | | | | | | | - Adam Dowle
- CNAPBiology DepartmentUniversity of YorkWentworth Way, HeslingtonYorkYO10 5YWUK
| | - Leonardo D. Gomez
- CNAPBiology DepartmentUniversity of YorkWentworth Way, HeslingtonYorkYO10 5YWUK
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