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Hu K, Dai Q, Ajayo BS, Wang H, Hu Y, Li Y, Huang H, Liu H, Liu Y, Wang Y, Gao L, Xie Y. Insights into ZmWAKL in maize kernel development: genome-wide investigation and GA-mediated transcription. BMC Genomics 2023; 24:760. [PMID: 38082218 PMCID: PMC10712088 DOI: 10.1186/s12864-023-09849-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2023] [Accepted: 11/27/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND The functional roles of the Wall Associated Kinase (WAK) and Wall Associated Kinase Like (WAKL) families in cellular expansion and developmental processes have been well-established. However, the molecular regulation of these kinases in maize development is limited due to the absence of comprehensive genome-wide studies. RESULTS Through an in-depth analysis, we identified 58 maize WAKL genes, and classified them into three distinct phylogenetic clusters. Moreover, structural prediction analysis showed functional conservation among WAKLs across maize. Promoter analysis uncovered the existence of cis-acting elements associated with the transcriptional regulation of ZmWAKL genes by Gibberellic acid (GA). To further elucidate the role of WAKL genes in maize kernels, we focused on three highly expressed genes, viz ZmWAKL38, ZmWAKL42 and ZmWAKL52. Co-expression analyses revealed that their expression patterns exhibited a remarkable correlation with GA-responsive transcription factors (TF) TF5, TF6, and TF8, which displayed preferential expression in kernels. RT-qPCR analysis validated the upregulation of ZmWAKL38, ZmWAKL42, ZmWAKL52, TF5, TF6, and TF8 following GA treatment. Additionally, ZmWAKL52 showed significant increase of transcription in the present of TF8, with ZmWAKL52 localizing in both the plasma membrane and cell wall. TF5 positively regulated ZmWAKL38, while TF6 positively regulated ZmWAKL42. CONCLUSIONS Collectively, these findings provide novel insights into the characterization and regulatory mechanisms of specific ZmWAKL genes involved in maize kernel development, offering prospects for their utilization in maize breeding programs.
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Affiliation(s)
- Kun Hu
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu, 611130, China
- Sinograin Chengdu Storage Research Institute Co.Ltd, Chengdu, 610091, China
| | - Qiao Dai
- National Demonstration Center for Experimental Crop Science Education, College of Agronomy, Sichuan Agricultural University, Chengdu, 611130, China
| | - Babatope Samuel Ajayo
- National Demonstration Center for Experimental Crop Science Education, College of Agronomy, Sichuan Agricultural University, Chengdu, 611130, China
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu, 611130, China
| | - Hao Wang
- National Demonstration Center for Experimental Crop Science Education, College of Agronomy, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yufeng Hu
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yangping Li
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu, 611130, China
| | - Huanhuan Huang
- National Demonstration Center for Experimental Crop Science Education, College of Agronomy, Sichuan Agricultural University, Chengdu, 611130, China
| | - Hanmei Liu
- College of Life Science, Sichuan Agricultural University, Ya'an, 625014, China
| | - Yinghong Liu
- Maize Research Institute, Sichuan Agricultural University, Chengdu, 611130, China
| | - Yayun Wang
- National Demonstration Center for Experimental Crop Science Education, College of Agronomy, Sichuan Agricultural University, Chengdu, 611130, China
| | - Lei Gao
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu, 611130, China
| | - Ying Xie
- National Demonstration Center for Experimental Crop Science Education, College of Agronomy, Sichuan Agricultural University, Chengdu, 611130, China.
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Gao Y, He X, Lv H, Liu H, Li Y, Hu Y, Liu Y, Huang Y, Zhang J. Epi-Brassinolide Regulates ZmC4 NADP-ME Expression through the Transcription Factors ZmbHLH157 and ZmNF-YC2. Int J Mol Sci 2023; 24:ijms24054614. [PMID: 36902048 PMCID: PMC10002761 DOI: 10.3390/ijms24054614] [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: 12/17/2022] [Revised: 02/18/2023] [Accepted: 02/20/2023] [Indexed: 03/05/2023] Open
Abstract
Maize is a main food and feed crop with great production potential and high economic benefits. Improving its photosynthesis efficiency is crucial for increasing yield. Maize photosynthesis occurs mainly through the C4 pathway, and NADP-ME (NADP-malic enzyme) is a key enzyme in the photosynthetic carbon assimilation pathway of C4 plants. ZmC4-NADP-ME catalyzes the release of CO2 from oxaloacetate into the Calvin cycle in the maize bundle sheath. Brassinosteroid (BL) can improve photosynthesis; however, its molecular mechanism of action remains unclear. In this study, transcriptome sequencing of maize seedlings treated with epi-brassinolide (EBL) showed that differentially expressed genes (DEGs) were significantly enriched in photosynthetic antenna proteins, porphyrin and chlorophyll metabolism, and photosynthesis pathways. The DEGs of C4-NADP-ME and pyruvate phosphate dikinase in the C4 pathway were significantly enriched in EBL treatment. Co-expression analysis showed that the transcription level of ZmNF-YC2 and ZmbHLH157 transcription factors was increased under EBL treatment and moderately positively correlated with ZmC4-NADP-ME. Transient overexpression of protoplasts revealed that ZmNF-YC2 and ZmbHLH157 activate C4-NADP-ME promoters. Further experiments showed ZmNF-YC2 and ZmbHLH157 transcription factor binding sites on the -1616 bp and -1118 bp ZmC4 NADP-ME promoter. ZmNF-YC2 and ZmbHLH157 were screened as candidate transcription factors mediating brassinosteroid hormone regulation of the ZmC4 NADP-ME gene. The results provide a theoretical basis for improving maize yield using BR hormones.
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Affiliation(s)
- Yuanfen Gao
- College of Life Science, Sichuan Agricultural University, Ya’an 625000, China
| | - Xuewu He
- College of Life Science, Sichuan Agricultural University, Ya’an 625000, China
| | - Huayang Lv
- College of Life Science, Sichuan Agricultural University, Ya’an 625000, China
| | - Hanmei Liu
- College of Life Science, Sichuan Agricultural University, Ya’an 625000, China
| | - Yangping Li
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu 611130, China
| | - Yufeng Hu
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu 611130, China
| | - Yinghong Liu
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China
| | - Yubi Huang
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Sichuan Agricultural University, Chengdu 611130, China
- Correspondence: (Y.H.); (J.Z.)
| | - Junjie Zhang
- College of Life Science, Sichuan Agricultural University, Ya’an 625000, China
- Correspondence: (Y.H.); (J.Z.)
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Le L, Guo W, Du D, Zhang X, Wang W, Yu J, Wang H, Qiao H, Zhang C, Pu L. A spatiotemporal transcriptomic network dynamically modulates stalk development in maize. PLANT BIOTECHNOLOGY JOURNAL 2022; 20:2313-2331. [PMID: 36070002 PMCID: PMC9674325 DOI: 10.1111/pbi.13909] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 04/19/2022] [Accepted: 08/12/2022] [Indexed: 06/15/2023]
Abstract
Maize (Zea mays) is an important cereal crop with suitable stalk formation which is beneficial for acquiring an ideal agronomic trait to resist lodging and higher planting density. The elongation pattern of stalks arises from the variable growth of individual internodes driven by cell division and cell expansion comprising the maize stalk. However, the spatiotemporal dynamics and regulatory network of the maize stalk development and differentiation process remain unclear. Here, we report spatiotemporally resolved transcriptomes using all internodes of the whole stalks from developing maize at the elongation and maturation stages. We identified four distinct groups corresponding to four developmental zones and nine specific clusters with diverse spatiotemporal expression patterns among individual internodes of the stalk. Through weighted gene coexpression network analysis, we constructed transcriptional regulatory networks at a fine spatiotemporal resolution and uncovered key modules and candidate genes involved in internode maintenance, elongation, and division that determine stalk length and thickness in maize. Further CRISPR/Cas9-mediated knockout validated the function of a cytochrome P450 gene, ZmD1, in the regulation of stalk length and thickness as predicted by the WGCN. Collectively, these results provide insights into the high genetic complexity of stalk development and the potentially valuable resources with ideal stalk lengths and widths for genetic improvements in maize.
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Affiliation(s)
- Liang Le
- Biotechnology Research InstituteChinese Academy of Agricultural SciencesBeijingChina
- National Nanfan Research Institute (Sanya)Chinese Academy of Agricultural SciencesSanyaChina
| | - Weijun Guo
- Biotechnology Research InstituteChinese Academy of Agricultural SciencesBeijingChina
| | - Danyao Du
- Biotechnology Research InstituteChinese Academy of Agricultural SciencesBeijingChina
| | - Xiaoyuan Zhang
- Biotechnology Research InstituteChinese Academy of Agricultural SciencesBeijingChina
| | - Weixuan Wang
- Biotechnology Research InstituteChinese Academy of Agricultural SciencesBeijingChina
| | - Jia Yu
- Biotechnology Research InstituteChinese Academy of Agricultural SciencesBeijingChina
| | - Huan Wang
- Biotechnology Research InstituteChinese Academy of Agricultural SciencesBeijingChina
| | - Hong Qiao
- Institute for Cellular and Molecular Biology, The University of Texas at AustinAustinTXUSA
- Department of Molecular BiosciencesThe University of Texas at AustinAustinTXUSA
| | - Chunyi Zhang
- Biotechnology Research InstituteChinese Academy of Agricultural SciencesBeijingChina
- Sanya InstituteHainan Academy of Agricultural SciencesSanyaChina
| | - Li Pu
- Biotechnology Research InstituteChinese Academy of Agricultural SciencesBeijingChina
- National Nanfan Research Institute (Sanya)Chinese Academy of Agricultural SciencesSanyaChina
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Fang ZT, Kapoor R, Datta A, Liu S, Stull MA, Seitz PG, Johnson CD, Okumoto S. Transcriptome Analysis of Developing Grains from Wheat Cultivars TAM 111 and TAM 112 Reveal Cultivar-Specific Regulatory Networks. Int J Mol Sci 2022; 23:ijms232012660. [PMID: 36293517 PMCID: PMC9604430 DOI: 10.3390/ijms232012660] [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: 08/17/2022] [Revised: 09/20/2022] [Accepted: 10/18/2022] [Indexed: 11/16/2022] Open
Abstract
Wheat flour's end-use quality is tightly linked to the quantity and composition of storage proteins in the endosperm. TAM 111 and TAM 112 are two popular cultivars grown in the Southern US Great Plains with significantly different protein content. To investigate regulatory differences, transcriptome data were analyzed from developing grains at early- and mid-filling stages. At the mid-filling stage, TAM 111 preferentially upregulated starch metabolism-related pathways compared to TAM 112, whereas amino acid metabolism and transporter-related pathways were over-represented in TAM 112. Elemental analyses also indicated a higher N percentage in TAM 112 at the mid-filling stage. To explore the regulatory variation, weighted correlation gene network was constructed from publicly available RNAseq datasets to identify the modules differentially regulated in TAM 111 and TAM 112. Further, the potential transcription factors (TFs) regulating those modules were identified using graphical least absolute shrinkage and selection operator (GLASSO). Homologs of the OsNF-Y family members with known starch metabolism-related functions showed higher connectivities in TAM 111. Multiple TFs with high connectivity in TAM 112 had predicted functions associated with ABA response in grain. These results will provide novel targets for breeders to explore and further our understanding in mechanisms regulating grain development.
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Affiliation(s)
- Ze-Tian Fang
- Department of Soil and Crop Sciences, Texas A&M AgriLife Research, Texas A&M University, College Station, TX 77843, USA
| | - Rajan Kapoor
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Aniruddha Datta
- Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Shuyu Liu
- Texas A&M AgriLife Research Center, 6500 Amarillo Blvd W, Amarillo, TX 79106, USA
| | - Matthew A. Stull
- Texas A&M AgriLife Genomics and Bioinformatics Service, College Station, TX 77845, USA
| | - Paige G. Seitz
- Department of Soil and Crop Sciences, Texas A&M AgriLife Research, Texas A&M University, College Station, TX 77843, USA
| | - Charles D. Johnson
- Texas A&M AgriLife Genomics and Bioinformatics Service, College Station, TX 77845, USA
| | - Sakiko Okumoto
- Department of Soil and Crop Sciences, Texas A&M AgriLife Research, Texas A&M University, College Station, TX 77843, USA
- Correspondence:
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De Backer J, Van Breusegem F, De Clercq I. Proteolytic Activation of Plant Membrane-Bound Transcription Factors. FRONTIERS IN PLANT SCIENCE 2022; 13:927746. [PMID: 35774815 PMCID: PMC9237531 DOI: 10.3389/fpls.2022.927746] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Accepted: 05/23/2022] [Indexed: 06/03/2023]
Abstract
Due to the presence of a transmembrane domain, the subcellular mobility plan of membrane-bound or membrane-tethered transcription factors (MB-TFs) differs from that of their cytosolic counterparts. The MB-TFs are mostly locked in (sub)cellular membranes, until they are released by a proteolytic cleavage event or when the transmembrane domain (TMD) is omitted from the transcript due to alternative splicing. Here, we review the current knowledge on the proteolytic activation mechanisms of MB-TFs in plants, with a particular focus on regulated intramembrane proteolysis (RIP), and discuss the analogy with the proteolytic cleavage of MB-TFs in animal systems. We present a comprehensive inventory of all known and predicted MB-TFs in the model plant Arabidopsis thaliana and examine their experimentally determined or anticipated subcellular localizations and membrane topologies. We predict proteolytically activated MB-TFs by the mapping of protease recognition sequences and structural features that facilitate RIP in and around the TMD, based on data from metazoan intramembrane proteases. Finally, the MB-TF functions in plant responses to environmental stresses and in plant development are considered and novel functions for still uncharacterized MB-TFs are forecasted by means of a regulatory network-based approach.
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Affiliation(s)
- Jonas De Backer
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- Vlaams Instituut voor Biotechnologie (VIB)-Center for Plant Systems Biology, Ghent, Belgium
| | - Frank Van Breusegem
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- Vlaams Instituut voor Biotechnologie (VIB)-Center for Plant Systems Biology, Ghent, Belgium
| | - Inge De Clercq
- Department of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium
- Vlaams Instituut voor Biotechnologie (VIB)-Center for Plant Systems Biology, Ghent, Belgium
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Zhang Y, Jiao F, Li J, Pei Y, Zhao M, Song X, Guo X. Transcriptomic analysis of the maize inbred line Chang7-2 and a large-grain mutant tc19. BMC Genomics 2022; 23:4. [PMID: 34983391 PMCID: PMC8725412 DOI: 10.1186/s12864-021-08230-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 11/10/2021] [Indexed: 11/10/2022] Open
Abstract
Backgrounds Grain size is a key factor in crop yield that gradually develops after pollination. However, few studies have reported gene expression patterns in maize grain development using large-grain mutants. To investigate the developmental mechanisms of grain size, we analyzed a large-grain mutant, named tc19, at the morphological and transcriptome level at five stages corresponding to days after pollination (DAP). Results After maturation, the grain length, width, and thickness in tc19 were greater than that in Chang7-2 (control) and increased by 3.57, 8.80, and 3.88%, respectively. Further analysis showed that grain width and 100-kernel weight in tc19 was lower than in Chang7-2 at 14 and 21 DAP, but greater than that in Chang7-2 at 28 DAP, indicating that 21 to 28 DAP was the critical stage for kernel width and weight development. For all five stages, the concentrations of auxin and brassinosteroids were significantly higher in tc19 than in Chang7-2. Gibberellin was higher at 7, 14, and 21 DAP, and cytokinin was higher at 21 and 35 DAP, in tc19 than in Chang7-2. Through transcriptome analysis at 14, 21, and 28 DAP, we identified 2987, 2647 and 3209 differentially expressed genes (DEGs) between tc19 and Chang7-2. By using KEGG analysis, 556, 500 and 633 DEGs at 14, 21 and 28 DAP were pathway annotated, respectively, 77 of them are related to plant hormone signal transduction pathway. ARF3, AO2, DWF4 and XTH are higher expressed in tc19 than that in Chang7-2. Conclusions We found some DEGs in maize grain development by using Chang7-2 and a large-grain mutant tc19. These DEGs have potential application value in improving maize performance. Supplementary Information The online version contains supplementary material available at 10.1186/s12864-021-08230-9.
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Affiliation(s)
- Yanrong Zhang
- College of Agronomy, Qingdao Agricultural University, Qingdao, 266109, Shandong, China.,Key Laboratory of Major Crop Germplasm Innovation and Application in Qingdao, Qingdao, 266109, Shandong, China
| | - Fuchao Jiao
- College of Agronomy, Qingdao Agricultural University, Qingdao, 266109, Shandong, China.,Key Laboratory of Major Crop Germplasm Innovation and Application in Qingdao, Qingdao, 266109, Shandong, China
| | - Jun Li
- College of Agronomy, Qingdao Agricultural University, Qingdao, 266109, Shandong, China.,Key Laboratory of Major Crop Germplasm Innovation and Application in Qingdao, Qingdao, 266109, Shandong, China
| | - Yuhe Pei
- College of Agronomy, Qingdao Agricultural University, Qingdao, 266109, Shandong, China.,Key Laboratory of Major Crop Germplasm Innovation and Application in Qingdao, Qingdao, 266109, Shandong, China
| | - Meiai Zhao
- Key Laboratory of Major Crop Germplasm Innovation and Application in Qingdao, Qingdao, 266109, Shandong, China.,College of Life Science, Qingdao Agricultural University, Qingdao, 266109, Shandong, China
| | - Xiyun Song
- College of Agronomy, Qingdao Agricultural University, Qingdao, 266109, Shandong, China. .,Key Laboratory of Major Crop Germplasm Innovation and Application in Qingdao, Qingdao, 266109, Shandong, China.
| | - Xinmei Guo
- College of Agronomy, Qingdao Agricultural University, Qingdao, 266109, Shandong, China. .,Key Laboratory of Major Crop Germplasm Innovation and Application in Qingdao, Qingdao, 266109, Shandong, China.
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