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Naik YD, Bahuguna RN, Garcia‐Caparros P, Zwart RS, Reddy MSS, Mir RR, Jha UC, Fakrudin B, Pandey MK, Challabathula D, Sharma VK, Reddy UK, Kumar CVS, Mendu V, Prasad PVV, Punnuri SM, Varshney RK, Thudi M. Exploring the multifaceted dynamics of flowering time regulation in field crops: Insight and intervention approaches. THE PLANT GENOME 2025; 18:e70017. [PMID: 40164968 PMCID: PMC11958873 DOI: 10.1002/tpg2.70017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 01/16/2025] [Accepted: 02/24/2025] [Indexed: 04/02/2025]
Abstract
The flowering time (FTi) plays a critical role in the reproductive success and yield of various crop species by directly impacting both the quality and quantity of grain yield. Achieving optimal FTi is crucial for maximizing reproductive success and ensuring overall agricultural productivity. While genetic factors undoubtedly influence FTi, photoperiodism and vernalization are recognized as key contributors to the complex physiological processes governing flowering in plants. Identifying candidate genes and pathways associated with FTi is essential for developing genomic interventions and plant breeding to enhance adaptability to diverse environmental conditions. This review highlights the intricate nature of the regulatory mechanisms of flowering and emphasizes the vital importance of precisely regulating FTi to ensure plant adaptability and reproductive success. Special attention is given to essential genes, pathways, and genomic interventions geared toward promoting early flowering, particularly under challenging environmental conditions such as drought, heat, and cold stress as well as other abiotic stresses that occur during the critical flowering stage of major field crops. Moreover, this review explores the significant progress achieved in omics technologies, offering valuable insights and tools for deciphering and regulating FTi. In summary, this review aims to provide a comprehensive understanding of the mechanisms governing FTi, with a particular focus on their crucial role in bolstering yields under adverse environmental conditions to safeguard food security.
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Affiliation(s)
- Yogesh Dashrath Naik
- Department of Agricultural Biotechnology and Molecular BiologyDr. Rajendra Prasad Central Agricultural UniversityPusaBiharIndia
| | | | | | - Rebecca S. Zwart
- Centre for Crop Health and School of Agriculture and Environmental ScienceUniversity of Southern QueenslandToowoombaAustralia
| | - M. S. Sai Reddy
- Department of EntomologyDr. Rajendra Prasad Central Agricultural UniversityPusaBiharIndia
| | - Reyazul Rouf Mir
- Faculty of AgricultureSher‐e‐Kashmir University of Agricultural Sciences and TechnologySoporeKashmirIndia
| | - Uday Chand Jha
- Indian Council of Agricultural Research, Indian Institute of Pulses ResearchKanpurUttar PradeshIndia
| | - B. Fakrudin
- Department of Biotechnology and Crop ImprovementUniversity of Horticultural SciencesBagalkotKarnatakaIndia
| | - Manish K. Pandey
- International Crops Research Institute for the Semi‐Arid TropicsHyderabadTelanganaIndia
| | - Dinakar Challabathula
- Department of BiotechnologyCentral University of Tamil NaduThiruvarurTamil NaduIndia
| | - Vinay Kumar Sharma
- Department of Agricultural Biotechnology and Molecular BiologyDr. Rajendra Prasad Central Agricultural UniversityPusaBiharIndia
| | - Umesh K. Reddy
- Department of BiologyWest Virginia State UniversityMorgantownWest VirginiaUSA
| | - Chanda Venkata Sameer Kumar
- Department of Genetics and Plant BreedingProfessor Jayashankar Telangana State Agricultural UniversityHyderabadTelanganaIndia
| | - Venugopal Mendu
- Department of Agronomy, Agribusiness & Environmental SciencesTexas A&M UniversityKingsvilleTexasUSA
| | | | - Somashekhar M. Punnuri
- College of Agriculture, Family Sciences and TechnologyFort Valley State UniversityFort ValleyGeorgiaUSA
| | - Rajeev K. Varshney
- WA State Agricultural Biotechnology Centre, Centre for Crop and Food InnovationMurdoch UniversityMurdochWestern AustraliaAustralia
| | - Mahendar Thudi
- Centre for Crop Health and School of Agriculture and Environmental ScienceUniversity of Southern QueenslandToowoombaAustralia
- College of Agriculture, Family Sciences and TechnologyFort Valley State UniversityFort ValleyGeorgiaUSA
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Yao J, Zhao S, Nie Y, Wu Z, Zhang J, Zhang Z. FvbHLH78 interacts with FvCRY2 to promote flowering in woodland strawberry. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2025; 223:109856. [PMID: 40168862 DOI: 10.1016/j.plaphy.2025.109856] [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: 07/28/2024] [Revised: 03/23/2025] [Accepted: 03/28/2025] [Indexed: 04/03/2025]
Abstract
Flowering is a crucial agricultural trait of strawberries. While the bHLH family comprises numerous members in plants, its function in controlling strawberry flowering remains largely unexplored. In this study, FvbHLH78 was found to be highly expressed in the shoot apices and ripening fruits of woodland strawberry (Fragaria vesca). FvbHLH78 is localized to the nucleus and exhibits self-activating transcriptional properties. Overexpression of FvbHLH78 in woodland strawberry resulted in an early flowering phenotype compared to the control plants. This phenomenon was attributed to FvbHLH78 directly binding to the promoters of the genes associated with flowering, namely FvFT, FvSEP3, FvLFY, and FvAGL42. Moreover, FvbHLH78 interacted with a blue light receptor FvCRY2, which enhances FvbHLH78 promoter-binding affinity to FvFT, FvSEP3, FvLFY, and FvAGL42, thereby accelerating flowering. Collectively, these findings demonstrate that the FvbHLH78-FvCRY2 complex in strawberries acts as an enhancer of genes associated with flowering, thereby accelerating the flowering process. These data offer an understanding for enriching the roles of bHLH78 and accelerating flowering in strawberry.
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Affiliation(s)
- Jinxiang Yao
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, 120 Dongling Road, Shenyang, 110866, China
| | - Shuo Zhao
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, 120 Dongling Road, Shenyang, 110866, China
| | - Yuxin Nie
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, 120 Dongling Road, Shenyang, 110866, China
| | - Zhengjia Wu
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, 120 Dongling Road, Shenyang, 110866, China
| | - Junxiang Zhang
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, 120 Dongling Road, Shenyang, 110866, China.
| | - Zhihong Zhang
- Liaoning Key Laboratory of Strawberry Breeding and Cultivation, College of Horticulture, Shenyang Agricultural University, 120 Dongling Road, Shenyang, 110866, China.
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Tian H, Yin Y, Li X, Zhang Z, Feng S, Jin S, Han X, Yang M, Xu C, Hu L, Liu C, Kong F, Chen Q, Qi Z. Identification of HSSP1 as a regulator of soybean protein content through QTL analysis and Soy-SPCC network. PLANT BIOTECHNOLOGY JOURNAL 2025. [PMID: 40249859 DOI: 10.1111/pbi.70092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2025] [Revised: 03/26/2025] [Accepted: 04/01/2025] [Indexed: 04/20/2025]
Abstract
Soybeans (Glycine max L. Merr.) are a major source of plant-based protein for human nutrition and livestock feed. Enhancing the protein content of soybean seeds is vital for meeting growing dietary needs and promoting sustainable agricultural practices. In this study, we first performed QTL (Quantitative Trait Loci) mapping analysis and constructed a Soybean Seed Protein Content Co-expression (Soy-SPCC) network to identify key genes associated with soybean seed protein accumulation. Next, we investigated the role of High Seed Storage Protein1 (HSSP1) in regulating soybean seed protein content through a comprehensive analysis. Functional validation through overexpression and gene knockout experiments demonstrated that HSSP1, a key component of the Soy-SPCC network, significantly influences seed storage protein levels. Particularly, HSSP1 enhances the expression of GmCG1 by binding directly to its cis-acting element, leading to increased protein content in soybean seeds. Furthermore, we performed a molecular module stacking breeding analysis of 120 candidate genes identified from the Soy-SPCC network, including HSSP1, to identify genetic variations associated with protein content. This study provides a novel perspective on soybean protein regulation. The identification of HSSP1 as a critical regulator offers valuable insights for developing high-protein soybean varieties and advancing breeding strategies aimed at improving soybean seed quality.
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Affiliation(s)
- Huilin Tian
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Yanbin Yin
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Xin Li
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Zhanguo Zhang
- College of Arts and Sciences, Northeast Agricultural University, Harbin, China
| | - Shaowei Feng
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Song Jin
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Xue Han
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Mingliang Yang
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Chang Xu
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Limin Hu
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Chunyan Liu
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Fanjiang Kong
- Guangdong Provincial Key Laboratory of Plant Adaptation and Molecular Design, Guangzhou Key Laboratory of Crop Gene Editing, Innovative Center of Molecular Genetics and Evolution, School of Life Sciences, Guangzhou University, Guangzhou, China
| | - Qingshan Chen
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
| | - Zhaoming Qi
- National Key Laboratory of Smart Farm Technology and System, National Research Center of Soybean Engineering and Technology, Northeast Agricultural University, Harbin, Heilongjiang, China
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Liu Y, Xie Y, Xu D, Deng XW, Li J. Inactivation of GH3.5 by COP1-mediated K63-linked ubiquitination promotes seedling hypocotyl elongation. Nat Commun 2025; 16:3541. [PMID: 40229271 PMCID: PMC11997217 DOI: 10.1038/s41467-025-58767-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 03/28/2025] [Indexed: 04/16/2025] Open
Abstract
CONSTITUTIVELY PHOTOMORPHOGENIC 1 (COP1), which was first discovered as a central repressor of photomorphogenesis in Arabidopsis, destabilizes proteins by ubiquitination in both plants and animals. However, it is unclear whether and how Arabidopsis COP1 mediates non-proteolytic ubiquitination to regulate photomorphogenesis. Here, we show that COP1-mediated lysine 63 (K63)-linked polyubiquitination inhibits the enzyme activity of GRETCHEN HAGEN 3.5 (GH3.5), a synthetase that conjugates amino acids to indole-3-acetic acid (IAA), thereby promoting hypocotyl elongation in the dark. We show that COP1 physically interacts with and genetically acts through GH3.5 to promote hypocotyl elongation. COP1 does not affect GH3.5 protein stability; however, it suppresses GH3.5 activity through K63-linked ubiquitination in the dark, inhibiting the endogenous conversion of IAA to IAA-amino acid conjugates. Further, light regulates IAA metabolism by suppressing the inhibitory effect of COP1 on the function of GH3.5 and its homologs. Our results shed light on the non-proteolytic role of COP1-mediated ubiquitination and the mechanism by which light regulates auxin metabolism to modulate hypocotyl elongation.
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Affiliation(s)
- Yongting Liu
- State Key Laboratory of Wheat Improvement, Peking University Institute of Advanced Agricultural Sciences, Shandong Laboratory of Advanced Agricultural Sciences in Weifang, Weifang, Shandong, China
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
| | - Yinpeng Xie
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China
- State Key Laboratory of Crop Stress Biology for Arid Areas/Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, Shaanxi, China
| | - Dongqing Xu
- State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, National Center for Soybean Improvement, College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Xing Wang Deng
- State Key Laboratory of Wheat Improvement, Peking University Institute of Advanced Agricultural Sciences, Shandong Laboratory of Advanced Agricultural Sciences in Weifang, Weifang, Shandong, China.
- Shenzhen Key Laboratory of Plant Genetic Engineering and Molecular Design, Institute of Plant and Food Science, Department of Biology, School of Life Sciences, Southern University of Science and Technology, Shenzhen, China.
- Peking-Tsinghua Center for Life Sciences, School of Advanced Agricultural Sciences, Peking University, Beijing, China.
| | - Jian Li
- College of Life Sciences, Nanjing Normal University, Nanjing, China.
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Hu Y, Xue D, Wang S, Zhang Q, Zhang X, Yang J, Lv Y, Yan B, Yin Y, Cui Z, Li T, Chen W, Wang X. An auxin response factor regulates tiller angle and shoot gravitropism by directly activating related gene expression in rice. J Adv Res 2025:S2090-1232(25)00124-9. [PMID: 40015454 DOI: 10.1016/j.jare.2025.02.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 02/19/2025] [Accepted: 02/20/2025] [Indexed: 03/01/2025] Open
Abstract
INTRODUCTION The angle of tillers is crucial for shaping plant architecture, which in turn affects grain yield of rice. The formation of tiller angle is associated with the asymmetrical distribution and polar transport of auxin. However, the roles of auxin signaling in regulating tiller angle in rice remain unclear. OBJECTIVE This study identifies Oryza sativa Auxin Response Factor 5 (OsARF5) as a key regulator of tiller angle development in rice. METHODS The osarf5-1 mutant was obtained through using chemical mutagenesis. The differentially expressed genes were identified through quantitative RT-PCR and high-throughput mRNA sequencing. The interactions between OsARF5 protein and its targeted-DNAs was analyzed by chromatin immunoprecipitation and dual-luciferase reporter assays. Protein-protein interactions were assessed using yeast two-hybrid and bimolecular fluorescence complementation methods. RESULTS The osarf5-1 mutation enlarges the tiller angle, weakens shoot gravitropism, and diminishes the response to auxin in rice. OsARF5 binds to the cis-acting elements in the promoters of genes related to tiller angle development and activates their expression. Genome-wide studies identify thousands of differentially expressed genes (DEGs), including auxin response genes, between wild-type and osarf5-1. Under gravistimulation, the number of DEGs in osarf5-1 decreases, indicating the involvement of OsARF5 in shoot gravitropism. The OsARF5 physically interact with three rice Indole Acetic Acid (OsIAA) repressors, forming complexes that facilitate their functions. Mutations in OsIAAs lead to a more compact plant architecture, and the expression of OsARF5-target genes is elevated in osiaa mutants, suggesting that the OsIAAs counteract OsARF5's effects on tiller angle control. CONCLUSION OsARF5 is associated with three OsIAAs to bind to the promoter of the target genes, regulating their expression to modulate shoot gravitropism and tiller angle in rice. These findings offer new insights into the principles governing tiller angle control in rice.
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Affiliation(s)
- Yanjuan Hu
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
| | - Dan Xue
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
| | - Shiyu Wang
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China; Liaoning Institute of Saline-Alkali and Utilization, Panjin 124010, China.
| | - Qi Zhang
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
| | - Xinfeng Zhang
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
| | - Jingyan Yang
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
| | - Yanpeng Lv
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
| | - Bowen Yan
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China; Liaoning Academy of Agricultural Sciences, Shenyang 110161, China.
| | - Yanbin Yin
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China; College of Agriculture, Northeast Agricultural University, Harbin 150038, China.
| | - Zhibo Cui
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
| | - Tong Li
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China; College of Horticulture, Shenyang Agricultural University, Shenyang 110866, China.
| | - Wenfu Chen
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
| | - Xiaoxue Wang
- Rice Research Institute, Shenyang Agricultural University, Shenyang 110866, China.
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Sun Y, Wang B, Zhang L, Zheng X, Xu P, Zhang M, Han M, Di P, Han M, Cheng L, Yang L. Genome-wide identification of the bHLH gene family in Scutellaria baicalensis and their relationship with baicalin biosynthesis under drought stress. FRONTIERS IN PLANT SCIENCE 2025; 15:1506805. [PMID: 39931340 PMCID: PMC11807981 DOI: 10.3389/fpls.2024.1506805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2024] [Accepted: 12/26/2024] [Indexed: 02/13/2025]
Abstract
The bHLH gene family plays a critical role in regulating internal responses in plants. Although the pharmacological properties of Scutellaria baicalensis have been extensively studied, its bHLH gene family remains poorly investigated. In this study, 142 SbbHLH genes were identified using the complete genome data of S. baicalensis. Phylogenetic and conserved motif analyses were performed. Gene duplication events were analyzed, and cis-element analysis was conducted to explore regulatory factors. The expression patterns of these genes in different tissues and under drought stress were investigated using transcriptome data and qRT-PCR analysis. Phylogenetic and conserved motif analyses revealed that the gene structures within each SbbHLH clade are relatively conserved. Gene duplication analysis identified 29 duplication events in the SbbHLH gene family, most of which involved gene pairs under purifying selection. Cis-element analysis revealed that these genes are regulated by various environmental and hormonal factors. Transcriptomic data and qRT-PCR results demonstrated tissue-specific expression patterns for the 142 SbbHLH genes. Additionally, bHLH genes potentially involved in baicalin biosynthesis were identified under drought stress. The findings suggest that under drought stress, SbbHLH74, SbbHLH98, and SbbHLH142 are regulated by a network centered on SbbHLH53, which enhances baicalin biosynthesis. In conclusion, this study provides a comprehensive analysis of the bHLH gene family in S. baicalensis and identifies 4 potential SbbHLH genes involved in regulating baicalin biosynthesis under drought stress.
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Affiliation(s)
- Yingxin Sun
- Cultivation Base of State Key Laboratory for Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun, China
| | - Beier Wang
- Cultivation Base of State Key Laboratory for Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun, China
| | - Lichao Zhang
- Technology Service Center on Ecological Planting of Chinese Herbal Medicine in Chengde, Chengde, China
| | - Xiaohan Zheng
- Cultivation Base of State Key Laboratory for Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun, China
| | - Peng Xu
- Technology Service Center on Ecological Planting of Chinese Herbal Medicine in Chengde, Chengde, China
| | - Meng Zhang
- Cultivation Base of State Key Laboratory for Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun, China
| | - Meiguang Han
- Cultivation Base of State Key Laboratory for Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun, China
| | - Peng Di
- Cultivation Base of State Key Laboratory for Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun, China
| | - Mei Han
- Cultivation Base of State Key Laboratory for Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun, China
| | - Lin Cheng
- Cultivation Base of State Key Laboratory for Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun, China
| | - Limin Yang
- Cultivation Base of State Key Laboratory for Ecological Restoration and Ecosystem Management, College of Chinese Medicinal Materials, Jilin Agricultural University, Changchun, China
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Xu P, Hao S, Wen X, Ma G, Yang Q, Liu L, Anis GB, Zhang Y, Sun L, Shen X, Liu Q, Chen D, Hong Y, Chen Y, Zhan X, Cheng S, Cao L, Wu W. A Series of Novel Alleles of Ehd2 Modulating Heading and Salt Tolerance in Rice. PLANTS (BASEL, SWITZERLAND) 2025; 14:297. [PMID: 39861650 PMCID: PMC11769052 DOI: 10.3390/plants14020297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Revised: 01/13/2025] [Accepted: 01/15/2025] [Indexed: 01/27/2025]
Abstract
Rice (Oryza sativa L.) is a staple crop for nearly half of the global population and one of China's most extensively cultivated cereals. Heading date, a critical agronomic trait, determines the regional and seasonal adaptability of rice varieties. In this study, a series of mutants (elh5 to elh12) exhibiting extremely late heading under both long-day (LD) and short-day (SD) conditions were identified from an ethyl methanesulfonate (EMS) mutant library. Using MutMap and map-based cloning, the causative gene was identified as a novel allele of Ehd2/OsID1/RID1/Ghd10. Functional validation through CRISPR/Cas9 knockout and complementation assays confirmed its role in regulating heading. The elh6 mutation was found to cause intron retention due to alternative splicing. Ehd2 encodes a Cys-2/His-2-type zinc finger transcription factor with an IDD domain and transcriptional activity in yeast. Its expression peaks in developing leaves before heading and spikes during reproductive conversion. In elh6 mutants, delayed heading resulted from downregulating the Ehd1-Hd3a pathway genes. Salinity stress significantly hampers rice growth and productivity. Transcriptomic analysis of elh10 and ZH8015 seedlings exposed to salt stress for 24 h identified 5150 differentially expressed genes (DEGs) at the seedling stage, predominantly linked to stress response pathways. Ehd2 was revealed as a modulator of salt tolerance, likely through the regulation of ion transport, enzyme activity, and antioxidant systems. This study establishes Ehd2 as a pivotal factor in promoting heading while negatively regulating salt tolerance in rice.
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Affiliation(s)
- Peng Xu
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
- Key Laboratory of Northern Japonica Rice Research in Heilongjiang Province, Baoqing Northern Rice Research Center, Northern Rice Research Center of China National Rice Research Institute, Shuangyashan 155600, China
| | - Shulei Hao
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
- Institute of Future Agriculture, Northwest Agriculture & Forestry University, Yangling 712100, China
| | - Xiaoxia Wen
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Guifang Ma
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Qinqin Yang
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Ling Liu
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Galal Bakr Anis
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
- Rice Research and Training Center, Field Crops Research Institute, Agriculture Research Center, Kafrelsheikh 33717, Egypt
| | - Yingxin Zhang
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Lianping Sun
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Xihong Shen
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Qunen Liu
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Daibo Chen
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Yongbo Hong
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Yuyu Chen
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
- Department of Resources and Environment, Moutai Institute, Renhuai 564507, China
| | - Xiaodeng Zhan
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Shihua Cheng
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
| | - Liyong Cao
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
- Key Laboratory of Northern Japonica Rice Research in Heilongjiang Province, Baoqing Northern Rice Research Center, Northern Rice Research Center of China National Rice Research Institute, Shuangyashan 155600, China
| | - Weixun Wu
- State Key Laboratory of Rice Biology and Breeding, China National Center for Rice Improvement, China National Rice Research Institute, Hangzhou 311400, China
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Zhou R, Wang S, Li J, Yang M, Liu C, Qi Z, Xu C, Wu X, Chen Q, Zhao Y. Transcriptional and Metabolomic Analyses Reveal That GmESR1 Increases Soybean Seed Protein Content Through the Phenylpropanoid Biosynthesis Pathway. PLANT, CELL & ENVIRONMENT 2024. [PMID: 39483062 DOI: 10.1111/pce.15250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 10/04/2024] [Accepted: 10/16/2024] [Indexed: 11/03/2024]
Abstract
Soybeans are an economically vital food crop, which is employed as a key source of oil and plant protein globally. This study identified an EREBP-type transcription factor, GmESR1 (Enhance of Shot Regeneration). GmESR1 overexpression has been observed to significantly increase seed protein content. Furthermore, the molecular mechanism by which GmESR1 affects protein accumulation through transcriptome and metabolomics was also identified. The transcriptomic and metabolomic analyses identified 95 differentially expressed genes and 83 differentially abundant metabolites during the seed mid-maturity stage. Co-analysis strategies revealed that GmESR1 overexpression inhibited the biosynthesis of lignin, cellulose, hemicellulose, and pectin via the phenylpropane biosynthetic pathway, thereby redistributing biomass within cells. The key genes and metabolites impacted by this biochemical process included Gm4CL-like, GmCCR, Syringin, and Coniferin. Moreover, it was also found that GmESR1 binds to (AATATTATCATTAAGTACGGAC) during seed development and inhibits the transcription of GmCCR. GmESR1 overexpression also enhanced sucrose transporter gene expression during seed development and increased the sucrose transport rate. These results offer new insight into the molecular mechanisms whereby GmESR1 increases protein levels within soybean seeds, guiding future molecular-assisted breeding efforts aimed at establishing high-protein soybean varieties.
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Affiliation(s)
- Runnan Zhou
- National Key Laboratory of Smart Farm Technologies and Systems, College of Agriculture, Northeast Agricultural University, Harbin, Heilongjiang Province, China
| | - Sihui Wang
- National Key Laboratory of Smart Farm Technologies and Systems, College of Agriculture, Northeast Agricultural University, Harbin, Heilongjiang Province, China
| | - Jianwei Li
- College of Agriculture, Heilongjiang Bayi Agricultural University, Daqing, Heilongjiang Province, China
| | - Mingliang Yang
- National Key Laboratory of Smart Farm Technologies and Systems, College of Agriculture, Northeast Agricultural University, Harbin, Heilongjiang Province, China
| | - Chunyan Liu
- National Key Laboratory of Smart Farm Technologies and Systems, College of Agriculture, Northeast Agricultural University, Harbin, Heilongjiang Province, China
| | - Zhaoming Qi
- National Key Laboratory of Smart Farm Technologies and Systems, College of Agriculture, Northeast Agricultural University, Harbin, Heilongjiang Province, China
| | - Chang Xu
- National Key Laboratory of Smart Farm Technologies and Systems, College of Agriculture, Northeast Agricultural University, Harbin, Heilongjiang Province, China
| | - Xiaoxia Wu
- National Key Laboratory of Smart Farm Technologies and Systems, College of Agriculture, Northeast Agricultural University, Harbin, Heilongjiang Province, China
| | - Qingshan Chen
- National Key Laboratory of Smart Farm Technologies and Systems, College of Agriculture, Northeast Agricultural University, Harbin, Heilongjiang Province, China
| | - Ying Zhao
- National Key Laboratory of Smart Farm Technologies and Systems, College of Agriculture, Northeast Agricultural University, Harbin, Heilongjiang Province, China
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9
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Zeng MY, Zhu PK, Tang Y, Lin YH, He TY, Rong JD, Zheng YS, Chen LY. Genome-Wide Identification and Role of the bHLH Gene Family in Dendrocalamus latiflorus Flowering Regulation. Int J Mol Sci 2024; 25:10837. [PMID: 39409164 PMCID: PMC11477406 DOI: 10.3390/ijms251910837] [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: 09/09/2024] [Revised: 10/02/2024] [Accepted: 10/07/2024] [Indexed: 10/20/2024] Open
Abstract
The basic helix-loop-helix (bHLH) gene family is a crucial regulator in plants, orchestrating various developmental processes, particularly flower formation, and mediating responses to hormonal signals. The molecular mechanism of bamboo flowering regulation remains unresolved, limiting bamboo breeding efforts. In this study, we identified 309 bHLH genes and divided them into 23 subfamilies. Structural analysis revealed that proteins in specific DlbHLH subfamilies are highly conserved. Collinearity analysis indicates that the amplification of the DlbHLH gene family primarily occurs through segmental duplications. The structural diversity of these duplicated genes may account for their functional variability. Many DlbHLHs are expressed during flower development, indicating the bHLH gene's significant role in this process. In the promoter region of DlbHLHs, different homeopathic elements involved in light response and hormone response co-exist, indicating that DlbHLHs are related to the regulation of the flower development of D. latiflorus.
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Affiliation(s)
- Mei-Yin Zeng
- College of Landscape Architecture and Art, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Peng-Kai Zhu
- College of Landscape Architecture and Art, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yu Tang
- College of Landscape Architecture and Art, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yu-Han Lin
- College of Landscape Architecture and Art, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Tian-You He
- College of Landscape Architecture and Art, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Jun-Dong Rong
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Yu-Shan Zheng
- College of Landscape Architecture and Art, Fujian Agriculture and Forestry University, Fuzhou 350002, China
- College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Ling-Yan Chen
- College of Landscape Architecture and Art, Fujian Agriculture and Forestry University, Fuzhou 350002, China
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10
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Yan Y, Wang P, He J, Shi H. KIN10-mediated HB16 protein phosphorylation and self-association improve cassava disease resistance by transcriptional activation of lignin biosynthesis genes. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:2709-2723. [PMID: 38768314 PMCID: PMC11536500 DOI: 10.1111/pbi.14386] [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: 01/04/2024] [Revised: 03/07/2024] [Accepted: 05/07/2024] [Indexed: 05/22/2024]
Abstract
Cassava bacterial blight significantly affects cassava yield worldwide, while major cassava cultivars are susceptible to this disease. Therefore, it is crucial to identify cassava disease resistance gene networks and defence molecules for the genetic improvement of cassava cultivars. In this study, we found that MeHB16 transcription factor as a differentially expressed gene in cassava cultivars with contrasting disease resistance, positively modulated disease resistance by modulating defence molecule lignin accumulation. Further investigation showed that MeHB16 physically interacted with itself via the leucine-Zippe domain (L-Zip), which was necessary for the transcriptional activation of downstream lignin biosynthesis genes. In addition, protein kinase MeKIN10 directly interacted with MeHB16 to promote its phosphorylation at Ser6, which in turn enhanced MeHB16 self-association and downstream lignin biosynthesis. In summary, this study revealed the molecular network of MeKIN10-mediated MeHB16 protein phosphorylation improved cassava bacterial blight resistance by fine-tuning lignin biosynthesis and provides candidate genes and the defence molecule for improving cassava disease resistance.
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Affiliation(s)
- Yu Yan
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Key Laboratory of Biotechnology of Salt Tolerant Crops of Hainan Province, School of Tropical Agriculture and ForestryHainan UniversityHainan provinceChina
| | - Peng Wang
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Key Laboratory of Biotechnology of Salt Tolerant Crops of Hainan Province, School of Tropical Agriculture and ForestryHainan UniversityHainan provinceChina
| | - Jiaoyan He
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Key Laboratory of Biotechnology of Salt Tolerant Crops of Hainan Province, School of Tropical Agriculture and ForestryHainan UniversityHainan provinceChina
| | - Haitao Shi
- National Key Laboratory for Tropical Crop Breeding, School of Breeding and Multiplication (Sanya Institute of Breeding and Multiplication), Key Laboratory of Biotechnology of Salt Tolerant Crops of Hainan Province, School of Tropical Agriculture and ForestryHainan UniversityHainan provinceChina
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11
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Liu J, Yi Q, Dong G, Chen Y, Guo L, Gao Z, Zhu L, Ren D, Zhang Q, Li Q, Li J, Liu Q, Zhang G, Qian Q, Shen L. Improving Rice Quality by Regulating the Heading Dates of Rice Varieties without Yield Penalties. PLANTS (BASEL, SWITZERLAND) 2024; 13:2221. [PMID: 39204657 PMCID: PMC11360702 DOI: 10.3390/plants13162221] [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: 06/13/2024] [Revised: 07/25/2024] [Accepted: 08/08/2024] [Indexed: 09/04/2024]
Abstract
The heading date, a critical trait influencing the rice yield and quality, has always been a hot topic in breeding research. Appropriately delaying the flowering time of excellent northern rice varieties is of great significance for improving yields and enhancing regional adaptability during the process for introducing varieties from north to south. In this study, genes influencing the heading date were identified through genome-wide association studies (GWAS). Using KenDao 12 (K12), an excellent cultivar from northern China, as the material, the specific flowering activator, OsMADS50, was edited using the genome-editing method to regulate the heading date to adapt to the southern planting environment. The results indicated that the osmads50 mutant line of K12 flowered about a week later, with a slight increase in the yield and good adaptability in the southern region in China. Additionally, the expressions of key flowering regulatory genes, such as Hd1, Ghd7, Ehd1, Hd3a, and RFT1, were reduced in the mutant plants, corroborating the delayed flowering phenotype. Yield trait analysis revealed that the primary factor for improved yield was an increase in the number of effective tillers, although there is potential for further enhancements in the seed-setting rate and grain plumpness. Furthermore, there were significant increases in the length-to-width ratio of the rice grains, fat content, and seed transparency, all contributing to an overall improvement in the rice quality. In summary, this study successfully obtained a rice variety with a delayed growth period through OsMADS50 gene editing, effectively implementing the strategy for adapting northern rice varieties to southern climates. This achievement significantly supports efforts to enhance the rice yield and quality as well as to optimize production management practices.
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Affiliation(s)
- Jianguo Liu
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Qinqin Yi
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
- College of Life Sciences, Zhejiang Normal University, Jinhua 321004, China
| | - Guojun Dong
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Yuyu Chen
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Longbiao Guo
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Zhenyu Gao
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Li Zhu
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Deyong Ren
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Qiang Zhang
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Qing Li
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Jingyong Li
- Chongqing Academy of Agricultural Sciences, Chongqing 401329, China
| | - Qiangming Liu
- Chongqing Academy of Agricultural Sciences, Chongqing 401329, China
| | - Guangheng Zhang
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Qian Qian
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
| | - Lan Shen
- State Key Laboratory of Rice Biology and Breeding, China National Rice Research Institute, Chinese Academy of Agricultural Sciences, Hangzhou 311401, China; (J.L.)
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12
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Niu F, Rehmani MS, Yan J. Multilayered regulation and implication of flowering time in plants. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2024; 213:108842. [PMID: 38889533 DOI: 10.1016/j.plaphy.2024.108842] [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: 02/07/2024] [Revised: 06/13/2024] [Accepted: 06/14/2024] [Indexed: 06/20/2024]
Abstract
Initiation of flowering is a key switch for plants to shift from the vegetative growth to the phase of reproductive growth. This critical phase is essential not only for achieving successful reproduction, but also for facilitating environmental adaptation and maximizing yield potential. In the past decades, the environmental factors and genetic pathways that control flowering time have undergone extensive investigation in both model plant Arabidopsis and various crop species. The impact of environmental factors on plant flowering time is well documented. This paper focuses on the multilayered modulation of flowering time. Recent multi-omics approaches, and genetic screens have revealed additional components that modulate flowering time across various levels, encompassing chromatin modification, transcriptional and post-transcriptional control, as well as translational and post-translational regulation. The interplay between these various layers of regulation creates a finely-tuned system that can respond to a wide variety of inputs and allows plants to adjust flowering time in response to changing environmental conditions. In this review, we present a comprehensive overview of the recent progress made in understanding the intricate regulation of flowering time in plants, emphasizing the pivotal molecular components and their intricate interactions. Additionally, we provide an exhaustive list of key genes implicated in the intricate modulation of flowering time and offer a detailed summary of regulators of FLOWERING LOCUS T (FT) and FLOWERING LOCUS (FLC). We also discuss the implications of this knowledge for crop improvement and adaptation to changing environments.
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Affiliation(s)
- Fangfang Niu
- School of Life Sciences, Centre for Cell and Developmental Biology and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, New Territories, Hong Kong, China
| | | | - Jingli Yan
- College of Plant Protection, Henan Agricultural University, Zhengzhou, 450002, China.
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13
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Feng S, Ren L, Dai S, Wang H, Zhang F, Zhou A, Zhou B, Wang J. AabHLH48, a novel basic helix-loop-helix transcription factor from Adonis amurensis, promotes early flowering in Arabidopsis by activating FRUITFULL expression. JOURNAL OF PLANT PHYSIOLOGY 2024; 297:154256. [PMID: 38657393 DOI: 10.1016/j.jplph.2024.154256] [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: 12/12/2023] [Revised: 04/19/2024] [Accepted: 04/20/2024] [Indexed: 04/26/2024]
Abstract
Basic helix-loop-helix (bHLH) transcription factors play various important roles in plant growth and development. In this study, a AabHLH48 was identified in the floral organ of Adonis amurensis, a perennial herb that can naturally complete flowering at extreme low temperatures. AabHLH48 was widely expressed in various tissues or organs of A. amurensis and was localized in the nucleus. Overexpression of AabHLH48 promotes early flowering in Arabidopsis under both photoperiod (12 h light/12 h dark and 16 h light/8 h dark) and temperature (22 and 18 °C) conditions. Transcriptome sequencing combined with quantitative real-time PCR analysis showed that overexpression of AabHLH48 caused a general upregulation of genes involved in floral development in Arabidopsis, especially for AtAGAMOUS-LIKE 8/FRUITFULL (AtAGL8/FUL). The yeast one-hybrid assay revealed that AabHLH48 has transcriptional activating activity and can directly bind to the promoter region of AtAGL8/FUL. These results suggest that the overexpression of AabHLH48 promoting early flowering in Arabidopsis is associated with the upregulated expression of AtAGL8/FUL activated by AabHLH48. This indicates that AabHLH48 can serve as an important genetic resource for improving flowering-time control in other ornamental plants or crops.
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Affiliation(s)
- Shuang Feng
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China; Zhejiang Baihua Landscape Group Company Limited, Taizhou, 318000, China; Large-Scale Instrument and Equipment Sharing Service Platform, Northeast Agricultural University, Harbin, 150030, China
| | - Lulu Ren
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China
| | - Shengyue Dai
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China
| | - Haoyun Wang
- Zhejiang Baihua Landscape Group Company Limited, Taizhou, 318000, China
| | - Fan Zhang
- Zhejiang Baihua Landscape Group Company Limited, Taizhou, 318000, China
| | - Aimin Zhou
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China
| | - Bin Zhou
- Zhejiang Baihua Landscape Group Company Limited, Taizhou, 318000, China.
| | - Jingang Wang
- College of Horticulture and Landscape Architecture, Northeast Agricultural University, Harbin, 150030, China.
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14
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Wu X, Chen S, Lin F, Muhammad F, Xu H, Wu L. Comparative and functional analysis unveils the contribution of photoperiod to DNA methylation, sRNA accumulation, and gene expression variations in short-day and long-day grasses. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 118:1955-1971. [PMID: 38491864 DOI: 10.1111/tpj.16721] [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: 12/28/2023] [Revised: 02/01/2024] [Accepted: 03/06/2024] [Indexed: 03/18/2024]
Abstract
Photoperiod employs complicated networks to regulate various developmental processes in plants, including flowering transition. However, the specific mechanisms by which photoperiod affects epigenetic modifications and gene expression variations in plants remain elusive. In this study, we conducted a comprehensive analysis of DNA methylation, small RNA (sRNA) accumulation, and gene expressions under different daylengths in facultative long-day (LD) grass Brachypodium distachyon and short-day (SD) grass rice. Our results showed that while overall DNA methylation levels were minimally affected by different photoperiods, CHH methylation levels were repressed under their favorable light conditions, particularly in rice. We identified numerous differentially methylated regions (DMRs) that were influenced by photoperiod in both plant species. Apart from differential sRNA clusters, we observed alterations in the expression of key components of the RNA-directed DNA methylation pathway, DNA methyltransferases, and demethylases, which may contribute to the identified photoperiod-influenced CHH DMRs. Furthermore, we identified many differentially expressed genes in response to different daylengths, some of which were associated with the DMRs. Notably, we discovered a photoperiod-responsive gene MYB11 in the transcriptome of B. distachyon, and further demonstrated its role as a flowering inhibitor by repressing FT1 transcription. Together, our comparative and functional analysis sheds light on the effects of daylength on DNA methylation, sRNA accumulation, and gene expression variations in LD and SD plants, thereby facilitating better designing breeding programs aimed at developing high-yield crops that can adapt to local growing seasons.
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Affiliation(s)
- Xia Wu
- Zhejiang Provincial Key Laboratory of Crop Genetic Resources, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Siyi Chen
- Zhejiang Provincial Key Laboratory of Crop Genetic Resources, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Feng Lin
- Zhejiang Provincial Key Laboratory of Crop Genetic Resources, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Hainan Yazhou Bay Seed Laboratory, Hainan Institute, Zhejiang University, Sanya, Hainan, 572000, China
| | - Fahad Muhammad
- Zhejiang Provincial Key Laboratory of Crop Genetic Resources, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Haiming Xu
- Zhejiang Provincial Key Laboratory of Crop Genetic Resources, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, Zhejiang, 310058, China
| | - Liang Wu
- Zhejiang Provincial Key Laboratory of Crop Genetic Resources, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, Zhejiang, 310058, China
- Hainan Yazhou Bay Seed Laboratory, Hainan Institute, Zhejiang University, Sanya, Hainan, 572000, China
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15
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Chen X, Yao C, Liu J, Liu J, Fang J, Deng H, Yao Q, Kang T, Guo X. Basic helix-loop-helix (bHLH) gene family in rye (Secale cereale L.): genome-wide identification, phylogeny, evolutionary expansion and expression analyses. BMC Genomics 2024; 25:67. [PMID: 38233751 PMCID: PMC10792839 DOI: 10.1186/s12864-023-09911-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 12/15/2023] [Indexed: 01/19/2024] Open
Abstract
BACKGROUND Rye (Secale cereale), one of the drought and cold-tolerant crops, is an important component of the Triticae Dumortier family of Gramineae plants. Basic helix-loop-helix (bHLH), an important family of transcription factors, has played pivotal roles in regulating numerous intriguing biological processes in plant development and abiotic stress responses. However, no systemic analysis of the bHLH transcription factor family has yet been reported in rye. RESULTS In this study, 220 bHLH genes in S. cereale (ScbHLHs) were identified and named based on the chromosomal location. The evolutionary relationships, classifications, gene structures, motif compositions, chromosome localization, and gene replication events in these ScbHLH genes are systematically analyzed. These 220 ScbHLH members are divided into 21 subfamilies and one unclassified gene. Throughout evolution, the subfamilies 5, 9, and 18 may have experienced stronger expansion. The segmental duplications may have contributed significantly to the expansion of the bHLH family. To systematically analyze the evolutionary relationships of the bHLH family in different plants, we constructed six comparative genomic maps of homologous genes between rye and different representative monocotyledonous and dicotyledonous plants. Finally, the gene expression response characteristics of 22 ScbHLH genes in various biological processes and stress responses were analyzed. Some candidate genes, such as ScbHLH11, ScbHLH48, and ScbHLH172, related to tissue developments and environmental stresses were screened. CONCLUSIONS The results indicate that these ScbHLH genes exhibit characteristic expression in different tissues, grain development stages, and stress treatments. These findings provided a basis for a comprehensive understanding of the bHLH family in rye.
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Affiliation(s)
- Xingyu Chen
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Caimei Yao
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Jiahao Liu
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Jintao Liu
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Jingmei Fang
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Hong Deng
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Qian Yao
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China
| | - Tairan Kang
- School of Food and Biological Engineering, Chengdu University, Chengdu, 610106, PR China.
| | - Xiaoqiang Guo
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu, 610106, PR China.
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16
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Zhao X, Wang Q, Yan C, Sun Q, Wang J, Li C, Yuan C, Mou Y, Shan S. The bHLH transcription factor AhbHLH121 improves salt tolerance in peanut. Int J Biol Macromol 2024; 256:128492. [PMID: 38035960 DOI: 10.1016/j.ijbiomac.2023.128492] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 11/26/2023] [Accepted: 11/27/2023] [Indexed: 12/02/2023]
Abstract
Plants have developed a number of protective mechanisms to respond to salt and other stresses. Previous studies have shown that the basic helix-loop-helix (bHLH) transcription factor AhbHLH121 plays a crucial role in the response to abiotic stresses in peanut, but the mechanisms and functions related to AhbHLH121 remain unclear. In the current research, AhbHLH121 was induced by salt treatment. Overexpression of AhbHLH121 improved salt resistance, whereas silencing AhbHLH121 resulted in the inverse correlation. Our results also demonstrated that overexpression of AhbHLH121 results in greater activity of antioxidant enzymes under stress condition by promoting the expression of the genes for peroxidase, catalase and superoxide dismutase (AhPOD, AhCAT and AhSOD), indicating enhanced scavenging of reactive oxygen species. Further analysis including Yeast one-hybrid (Y1H) assays and electrophoretic mobility shift assays (EMSAs), suggested that AhbHLH121 can bind directly to the G/E-box regions of the AhPOD, AhCAT and AhSOD promoters, thereby promoting their expression and leading to improved antioxidant enzyme activity. Our research improves the understanding of the mechanisms that allow this peanut bHLH transcription factor to improve abiotic tolerance, and provides valuable gene resources for breeding programs to promote salt stress resistance.
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Affiliation(s)
- Xiaobo Zhao
- Shandong Peanut Research Institute, Qingdao 266100, China.
| | - Qi Wang
- Shandong Peanut Research Institute, Qingdao 266100, China
| | - Caixia Yan
- Shandong Peanut Research Institute, Qingdao 266100, China
| | - Quanxi Sun
- Shandong Peanut Research Institute, Qingdao 266100, China
| | - Juan Wang
- Shandong Peanut Research Institute, Qingdao 266100, China
| | - Chunjuan Li
- Shandong Peanut Research Institute, Qingdao 266100, China
| | - Cuiling Yuan
- Shandong Peanut Research Institute, Qingdao 266100, China
| | - Yifei Mou
- Shandong Peanut Research Institute, Qingdao 266100, China
| | - Shihua Shan
- Shandong Peanut Research Institute, Qingdao 266100, China.
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17
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Hodaei A, Werbrouck SPO. Unlocking Nature's Clock: CRISPR Technology in Flowering Time Engineering. PLANTS (BASEL, SWITZERLAND) 2023; 12:4020. [PMID: 38068655 PMCID: PMC10708119 DOI: 10.3390/plants12234020] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 11/24/2023] [Accepted: 11/27/2023] [Indexed: 12/23/2024]
Abstract
Flowering is a crucial process in the life cycle of most plants as it is essential for the reproductive success and genetic diversity of the species. There are situations in which breeders want to expedite, delay, or prevent flowering, for example, to shorten or prolong vegetative growth, to prevent unwanted pollination, to reduce the risk of diseases or pests, or to modify the plant's phenotypes. This review aims to provide an overview of the current state of knowledge to use CRISPR/Cas9, a powerful genome-editing technology to modify specific DNA sequences related to flowering induction. We discuss the underlying molecular mechanisms governing the regulation of the photoperiod, autonomous, vernalization, hormonal, sugar, aging, and temperature signal pathways regulating the flowering time. In addition, we are investigating the most effective strategies for nominating target genes. Furthermore, we have collected a dataset showing successful applications of CRISPR technology to accelerate flowering in several plant species from 2015 up to date. Finally, we explore the opportunities and challenges of using the potential of CRISPR technology in flowering time engineering.
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Affiliation(s)
| | - Stefaan P. O. Werbrouck
- Laboratory for Applied In Vitro Plant Biotechnology, Department of Plants and Crops, Faculty of Bioscience Engineering, Ghent University, 9000 Ghent, Belgium;
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18
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Son S, Park SR. The rice SnRK family: biological roles and cell signaling modules. FRONTIERS IN PLANT SCIENCE 2023; 14:1285485. [PMID: 38023908 PMCID: PMC10644236 DOI: 10.3389/fpls.2023.1285485] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 10/19/2023] [Indexed: 12/01/2023]
Abstract
Stimulus-activated signaling pathways orchestrate cellular responses to control plant growth and development and mitigate the effects of adverse environmental conditions. During this process, signaling components are modulated by central regulators of various signal transduction pathways. Protein phosphorylation by kinases is one of the most important events transmitting signals downstream, via the posttranslational modification of signaling components. The plant serine and threonine kinase SNF1-related protein kinase (SnRK) family, which is classified into three subgroups, is highly conserved in plants. SnRKs participate in a wide range of signaling pathways and control cellular processes including plant growth and development and responses to abiotic and biotic stress. Recent notable discoveries have increased our understanding of how SnRKs control these various processes in rice (Oryza sativa). In this review, we summarize current knowledge of the roles of OsSnRK signaling pathways in plant growth, development, and stress responses and discuss recent insights. This review lays the foundation for further studies on SnRK signal transduction and for developing strategies to enhance stress tolerance in plants.
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Affiliation(s)
| | - Sang Ryeol Park
- National Institute of Agricultural Sciences, Rural Development Administration, Jeonju, Republic of Korea
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Wang K, Li M, Zhang B, Chang Y, An S, Zhao W. Sugar starvation activates the OsSnRK1a-OsbHLH111/OsSGI1-OsTPP7 module to mediate growth inhibition of rice. PLANT BIOTECHNOLOGY JOURNAL 2023; 21:2033-2046. [PMID: 37384619 PMCID: PMC10502754 DOI: 10.1111/pbi.14110] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 05/29/2023] [Accepted: 06/15/2023] [Indexed: 07/01/2023]
Abstract
Sugar deficiency is the persistent challenge for plants during development. Trehalose-6-phosphate (T6P) is recognized as a key regulator in balancing plant sugar homeostasis. However, the underlying mechanisms by which sugar starvation limits plant development are unclear. Here, a basic helix-loop-helix (bHLH) transcription factor (OsbHLH111) was named starvation-associated growth inhibitor 1 (OsSGI1) and the focus is on the sugar shortage of rice. The transcript and protein levels of OsSGI1 were markedly increased during sugar starvation. The knockout mutants sgi1-1/2/3 exhibited increased grain size and promoted seed germination and vegetative growth, which were opposite to those of overexpression lines. The direct binding of OsSGI1 to sucrose non-fermenting-1 (SNF1)-related protein kinase 1a (OsSnRK1a) was enhanced during sugar shortage. Subsequently, OsSnRK1a-dependent phosphorylation of OsSGI1 enhanced the direct binding to the E-box of trehalose 6-phosphate phosphatase 7 (OsTPP7) promoter, thus rose the transcription inhibition on OsTPP7, then elevated trehalose 6-phosphate (Tre6P) content but decreased sucrose content. Meanwhile, OsSnRK1a degraded phosphorylated-OsSGI1 by proteasome pathway to prevent the cumulative toxicity of OsSGI1. Overall, we established the OsSGI1-OsTPP7-Tre6P loop with OsSnRK1a as center and OsSGI1 as forward, which is activated by sugar starvation to regulate sugar homeostasis and thus inhibits rice growth.
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Affiliation(s)
- Kun Wang
- College of Plant ProtectionHenan Agricultural UniversityZhengzhouHenanChina
- College of Biological SciencesChina Agricultural UniversityBeijingChina
| | - Mengqi Li
- College of Plant ProtectionHenan Agricultural UniversityZhengzhouHenanChina
| | - Bo Zhang
- College of Plant ProtectionHenan Agricultural UniversityZhengzhouHenanChina
| | - Yanpeng Chang
- College of Plant ProtectionHenan Agricultural UniversityZhengzhouHenanChina
| | - Shiheng An
- College of Plant ProtectionHenan Agricultural UniversityZhengzhouHenanChina
| | - Wenli Zhao
- College of Plant ProtectionHenan Agricultural UniversityZhengzhouHenanChina
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Huang W, Zheng A, Huang H, Chen Z, Ma J, Li X, Liang Q, Li L, Liu R, Huang Z, Qin Y, Tang Y, Li H, Zhang F, Wang Q, Sun B. Effects of sgRNAs, Promoters, and Explants on the Gene Editing Efficiency of the CRISPR/Cas9 System in Chinese Kale. Int J Mol Sci 2023; 24:13241. [PMID: 37686051 PMCID: PMC10487834 DOI: 10.3390/ijms241713241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 08/21/2023] [Accepted: 08/24/2023] [Indexed: 09/10/2023] Open
Abstract
The CRISPR/Cas9 system is extensively used for plant gene editing. This study developed an efficient CRISPR/Cas9 system for Chinese kale using multiple sgRNAs and two promoters to create various CRISPR/Cas9 vectors. These vectors targeted BoaZDS and BoaCRTISO in Chinese kale protoplasts and cotyledons. Transient transformation of Chinese kale protoplasts was assessed for editing efficiency at three BoaZDS sites. Notably, sgRNA: Z2 achieved the highest efficiency (90%). Efficiency reached 100% when two sgRNAs targeted BoaZDS with a deletion of a large fragment (576 bp) between them. However, simultaneous targeting of BoaZDS and BoaCRTISO yielded lower efficiency. Transformation of cotyledons led to Chinese kale mutants with albino phenotypes for boazds mutants and orange-mottled phenotypes for boacrtiso mutants. The mutation efficiency of 35S-CRISPR/Cas9 (92.59%) exceeded YAO-CRISPR/Cas9 (70.97%) in protoplasts, and YAO-CRISPR/Cas9 (96.49%) surpassed 35S-CRISPR/Cas9 (58%) in cotyledons. These findings introduce a strategy for enhancing CRISPR/Cas9 editing efficiency in Chinese kale.
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Affiliation(s)
- Wenli Huang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Aihong Zheng
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Huanhuan Huang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Zhifeng Chen
- College of Biology and Agricultural Technology, Zunyi Normal University, Zunyi 563006, China;
| | - Jie Ma
- Bijie lnstitute of Agricultural Science, Bijie 551700, China;
| | - Xiangxiang Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Qiannan Liang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Ling Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Ruobin Liu
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Zhi Huang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Yaoguo Qin
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Yi Tang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Huanxiu Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Fen Zhang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
| | - Qiaomei Wang
- Department of Horticulture, Zhejiang University, Hangzhou 310058, China
| | - Bo Sun
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China; (W.H.); (A.Z.); (H.H.); (X.L.); (Q.L.); (L.L.); (R.L.); (Z.H.); (Y.Q.); (Y.T.); (H.L.); (F.Z.)
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Wu X, Liu Y, Lu X, Tu L, Gao Y, Wang D, Guo S, Xiao Y, Xiao P, Guo X, Wang A, Liu P, Zhu Y, Chen L, Chen Z. Integration of GWAS, linkage analysis and transcriptome analysis to reveal the genetic basis of flowering time-related traits in maize. FRONTIERS IN PLANT SCIENCE 2023; 14:1145327. [PMID: 37035050 PMCID: PMC10073556 DOI: 10.3389/fpls.2023.1145327] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 03/10/2023] [Indexed: 06/19/2023]
Abstract
Maize (Zea mays) inbred lines vary greatly in flowering time, but the genetic basis of this variation is unknown. In this study, three maize flowering-related traits (DTT, days to tasselling; DTP, days to pollen shed; DTS, days to silking) were evaluated with an association panel consisting of 226 maize inbred lines and an F2:3 population with 120 offspring from a cross between the T32 and Qi319 lines in different environments. A total of 82 significant single nucleotide polymorphisms (SNPs) and 117 candidate genes were identified by genome-wide association analysis. Twenty-one quantitative trait loci (QTLs) and 65 candidate genes were found for maize flowering time by linkage analysis with the constructed high-density genetic map. Transcriptome analysis was performed for Qi319, which is an early-maturing inbred line, and T32, which is a late-maturing inbred line, in two different environments. Compared with T32, Qi319 showed upregulation of 3815 genes and downregulation of 3906 genes. By integrating a genome-wide association study (GWAS), linkage analysis and transcriptome analysis, 25 important candidate genes for maize flowering time were identified. Together, our results provide an important resource and a foundation for an enhanced understanding of flowering time in maize.
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Affiliation(s)
- Xun Wu
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Ying Liu
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Xuefeng Lu
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Liang Tu
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Yuan Gao
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Dong Wang
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
- College of Agriculture, Guizhou University, Guiyang, Guizhou, China
| | - Shuang Guo
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
- College of Agriculture, Guizhou University, Guiyang, Guizhou, China
| | - Yifei Xiao
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
- College of Agriculture, Guizhou University, Guiyang, Guizhou, China
| | - Pingfang Xiao
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
- College of Agriculture, Guizhou University, Guiyang, Guizhou, China
| | - Xiangyang Guo
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Angui Wang
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Pengfei Liu
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Yunfang Zhu
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
| | - Lin Chen
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zehui Chen
- Institute of Upland Food Crops, Guizhou Academy of Agricultural Sciences, Guiyang, Guizhou, China
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