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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. J Plant Physiol 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] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [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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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. Plant J 2024. [PMID: 38491864 DOI: 10.1111/tpj.16721] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [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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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] [What about the content of this article? (0)] [Affiliation(s)] [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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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: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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Son S, Park SR. The rice SnRK family: biological roles and cell signaling modules. Front Plant Sci 2023; 14:1285485. [PMID: 38023908 PMCID: PMC10644236 DOI: 10.3389/fpls.2023.1285485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [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 Biotechnol J 2023; 21:2033-2046. [PMID: 37384619 PMCID: PMC10502754 DOI: 10.1111/pbi.14110] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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] [What about the content of this article? (0)] [Affiliation(s)] [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. Front Plant Sci 2023; 14:1145327. [PMID: 37035050 PMCID: PMC10073556 DOI: 10.3389/fpls.2023.1145327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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