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Li X, Bu F, Zhang M, Li Z, Zhang Y, Chen H, Xue W, Guo R, Qi J, Kim C, Kawabata S, Wang Y, Zhang Q, Li Y, Zhang Y. Enhancing nature's palette through the epigenetic breeding of flower color in chrysanthemum. THE NEW PHYTOLOGIST 2025; 245:2117-2132. [PMID: 39721988 DOI: 10.1111/nph.20347] [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: 03/12/2024] [Accepted: 11/29/2024] [Indexed: 12/28/2024]
Abstract
Flower color is an important character of ornamental plants and one of the main target traits for variety innovation. We previously identified a CmMYB6 epigenetic allele that affects the flower color in chrysanthemum, and changes in flower color are caused by the DNA methylation level of this gene. However, it is still unknown which DNA methyltransferases are involved in modifying the DNA methylation levels of this gene. Here, we used dead Cas9 (dCas9) together with DNA methyltransferases that methylate cytosine residues in the CHH context to target the CmMYB6 promoter through transient and stable transformation methods. We found that CmDRM2a increased the DNA methylation level of the CmMYB6 promoter, the expression of CmMYB6 decreased and a lighter flower color resulted. By contrast, both CmDRM2b and CmCMT2 enhanced DNA methylation levels of the CmMYB6 promoter, the expression of CmMYB6 increased and a deeper flower color resulted. Furthermore, the regulatory mechanism of DNA methyltransferase in the formation of chrysanthemum flower color was investigated, pointing to a new strategy for silencing or activating CmMYB6 epiallele to regulate anthocyanin synthesis. This lays a solid foundation for regulating flower color in chrysanthemum through epigenetic breeding.
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Affiliation(s)
- Xueqi Li
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Fanqi Bu
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Man Zhang
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Zhuozheng Li
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Yu Zhang
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Haowen Chen
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Wanjie Xue
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Ronghua Guo
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Jingze Qi
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Cholmin Kim
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Saneyuki Kawabata
- Institute for Sustainable Agroecosystem Services, Graduate School of Agriculture and Life Science, The University of Tokyo, Tokyo, 1880002, Japan
| | - Yu Wang
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Qingzhu Zhang
- School of Ecology, Northeast Forestry University, Harbin, 150040, China
| | - Yuhua Li
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
| | - Yang Zhang
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration (Northeast Forestry University), Ministry of Education, Harbin, 150040, China
- College of Life Science, Northeast Forestry University, Harbin, 150040, China
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Jiang J, Gwee J, Fang J, Leichter SM, Sanders D, Ji X, Song J, Zhong X. Substrate specificity and protein stability drive the divergence of plant-specific DNA methyltransferases. SCIENCE ADVANCES 2024; 10:eadr2222. [PMID: 39504374 PMCID: PMC11540031 DOI: 10.1126/sciadv.adr2222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2024] [Accepted: 10/03/2024] [Indexed: 11/08/2024]
Abstract
DNA methylation is an important epigenetic mechanism essential for transposon silencing and genome integrity. Across evolution, the substrates of DNA methylation have diversified between kingdoms. In plants, chromomethylase3 (CMT3) and CMT2 mediate CHG and CHH methylation, respectively. However, how these two methyltransferases diverge on substrate specificities during evolution remains unknown. Here, we reveal that CMT2 originates from a duplication of an evolutionarily ancient CMT3 in flowering plants. Lacking a key arginine residue recognizing CHG in CMT2 impairs its CHG methylation activity in most flowering plants. An engineered V1200R mutation empowers CMT2 to restore CHG and CHH methylations in Arabidopsis cmt2cmt3 mutant, testifying a loss-of-function effect for CMT2 during evolution. CMT2 has evolved a long and unstructured amino terminus critical for protein stability, especially under heat stress, and is plastic to tolerate various natural mutations. Together, this study reveals the mechanism of chromomethylase divergence for context-specific DNA methylation in plants and sheds important lights on DNA methylation evolution and function.
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Affiliation(s)
- Jianjun Jiang
- Wisconsin Institute for Discovery and Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI 53715, USA
- State Key Laboratory of Crop Stress Adaptation and Improvement, Academy for Advanced Interdisplinary Studies and The Zhongzhou Laboratory for Integrative Biology, Henan University, Zhengzhou, Henan 450000, China
| | - Jia Gwee
- Wisconsin Institute for Discovery and Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI 53715, USA
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Jian Fang
- Department of Biochemistry, University of California, Riverside, CA 92521, USA
| | - Sarah M. Leichter
- Wisconsin Institute for Discovery and Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI 53715, USA
| | - Dean Sanders
- Wisconsin Institute for Discovery and Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI 53715, USA
| | - Xinrui Ji
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Jikui Song
- Department of Biochemistry, University of California, Riverside, CA 92521, USA
| | - Xuehua Zhong
- Wisconsin Institute for Discovery and Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI 53715, USA
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
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Huang Y, Liang Z, Lu J, Zhang M, Cao X, Hu R, Li D, Grierson D, Chen W, Zhu C, Wu D, Shi Y, Chen K. The transcription factor EjNAC5 regulates loquat fruit chilling lignification. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:6625-6643. [PMID: 39086268 DOI: 10.1093/jxb/erae333] [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: 03/10/2024] [Accepted: 07/31/2024] [Indexed: 08/02/2024]
Abstract
Changes in both lignin biosynthesis and DNA methylation have been reported to be associated with chilling stress in plants. When stored at low temperatures, red-fleshed loquat is prone to lignification, with increased lignin content and fruit firmness, which has deleterious effects on taste and eating quality. Here, we found that 5 °C storage mitigated the increasing firmness and lignin content of red-fleshed 'Dahongpao' ('DHP') loquat fruit that occurred during 0 °C storage. EjNAC5 was identified by integrating RNA sequencing with whole-genome bisulfite sequencing analysis of 'DHP' loquat fruit. The transcript levels of EjNAC5 were positively correlated with changes in firmness and negatively correlated with changes in DNA methylation level of a differentially methylated region in the EjNAC5 promoter. In white-fleshed 'Baisha' ('BS') loquat fruit, which do not undergo chilling-induced lignification at 0 °C, the transcripts of EjNAC5 remained low and the methylation level of the differentially methylated region in the EjNAC5 promoter was higher, compared with 'DHP' loquat fruit. Transient overexpression of EjNAC5 in loquat fruit and stable overexpression in Arabidopsis and liverwort led to an increase in lignin content. Furthermore, EjNAC5 interacts with EjERF39 and EjHB1 and activates the transcription of Ej4CL1 and EjPRX12 genes involved in lignin biosynthesis. This regulatory network involves different transcription factors from those involved in the lignification pathway. Our study indicates that EjNAC5 promoter methylation modulates EjNAC5 transcript levels and identifies novel EjNAC5-EjERF39-Ej4CL1 and EjNAC5-EjHB1-EjPRX12 regulatory modules involved in chilling induced-lignification.
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Affiliation(s)
- Yiqing Huang
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Zihao Liang
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Jiao Lu
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Mengxue Zhang
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Xizhi Cao
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Ruoqian Hu
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Dongdong Li
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Donald Grierson
- Division of Plant and Crop Sciences, School of Biosciences, University of Nottingham, Sutton Bonington Campus, Loughborough LE12 5RD, UK
| | - Wenbo Chen
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Changqing Zhu
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Di Wu
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Yanna Shi
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Kunsong Chen
- College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- Zhejiang Provincial Key Laboratory of Horticultural Plant Integrative Biology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- The State Agriculture Ministry Laboratory of Horticultural Plant Growth, Development and Quality Improvement, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
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Hu Q, Li X, Xi W, Xu J, Xu C, Ausin I, Wang Y. Arabidopsis F-box proteins D5BF1 and D5BF2 negatively regulate Agrobacterium-mediated transformation and tumorigenesis. MOLECULAR PLANT PATHOLOGY 2024; 25:e70006. [PMID: 39267531 PMCID: PMC11393451 DOI: 10.1111/mpp.70006] [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: 07/14/2024] [Revised: 08/24/2024] [Accepted: 08/27/2024] [Indexed: 09/17/2024]
Abstract
The pathogen Agrobacterium tumefaciens is known for causing crown gall tumours in plants. However, it has also been harnessed as a valuable tool for plant genetic transformation. Apart from the T-DNA, Agrobacterium also delivers at least five virulence proteins into the host plant cells, which are required for an efficient infection. One of these virulence proteins is VirD5. F-box proteins, encoded in the host plant genome or the Ti plasmid, and the ubiquitin/26S proteasome system (UPS) also play an important role in facilitating Agrobacterium infection. Our study identified two Arabidopsis F-box proteins, D5BF1 and D5BF2, that bind VirD5 and facilitate its degradation via the UPS. Additionally, we found that Agrobacterium partially suppresses the expression of D5BF1 and D5BF2. Lastly, stable transformation and tumorigenesis efficiency assays revealed that D5BF1 and D5BF2 negatively regulate the Agrobacterium infection process, showing that the plant F-box proteins and UPS play a role in defending against Agrobacterium infection.
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Affiliation(s)
- Qin Hu
- State Key Laboratory for Crop Stress Resistance and High‐Efficiency ProductionCollege of Life Sciences, Northwest A&F UniversityYanglingShaanxiChina
- Institute of Future AgricultureNorthwest A&F UniversityYanglingShaanxiChina
| | - Xueying Li
- State Key Laboratory for Crop Stress Resistance and High‐Efficiency ProductionCollege of Life Sciences, Northwest A&F UniversityYanglingShaanxiChina
- Institute of Future AgricultureNorthwest A&F UniversityYanglingShaanxiChina
| | - Weijie Xi
- State Key Laboratory for Crop Stress Resistance and High‐Efficiency ProductionCollege of Life Sciences, Northwest A&F UniversityYanglingShaanxiChina
- Institute of Future AgricultureNorthwest A&F UniversityYanglingShaanxiChina
| | - Junjie Xu
- State Key Laboratory for Crop Stress Resistance and High‐Efficiency ProductionCollege of Life Sciences, Northwest A&F UniversityYanglingShaanxiChina
- Institute of Future AgricultureNorthwest A&F UniversityYanglingShaanxiChina
| | - Chao Xu
- State Key Laboratory for Crop Stress Resistance and High‐Efficiency ProductionCollege of Life Sciences, Northwest A&F UniversityYanglingShaanxiChina
- Institute of Future AgricultureNorthwest A&F UniversityYanglingShaanxiChina
| | - Israel Ausin
- State Key Laboratory for Crop Stress Resistance and High‐Efficiency ProductionCollege of Life Sciences, Northwest A&F UniversityYanglingShaanxiChina
- Institute of Future AgricultureNorthwest A&F UniversityYanglingShaanxiChina
| | - Yafei Wang
- State Key Laboratory for Crop Stress Resistance and High‐Efficiency ProductionCollege of Life Sciences, Northwest A&F UniversityYanglingShaanxiChina
- Institute of Future AgricultureNorthwest A&F UniversityYanglingShaanxiChina
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Hua Z. Deciphering the protein ubiquitylation system in plants. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:6487-6504. [PMID: 37688404 DOI: 10.1093/jxb/erad354] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2023] [Accepted: 09/07/2023] [Indexed: 09/10/2023]
Abstract
Protein ubiquitylation is a post-translational modification (PTM) process that covalently modifies a protein substrate with either mono-ubiquitin moieties or poly-ubiquitin chains often at the lysine residues. In Arabidopsis, bioinformatic predictions have suggested that over 5% of its proteome constitutes the protein ubiquitylation system. Despite advancements in functional genomic studies in plants, only a small fraction of this bioinformatically predicted system has been functionally characterized. To expand our understanding about the regulatory function of protein ubiquitylation to that rivalling several other major systems, such as transcription regulation and epigenetics, I describe the status, issues, and new approaches of protein ubiquitylation studies in plant biology. I summarize the methods utilized in defining the ubiquitylation machinery by bioinformatics, identifying ubiquitylation substrates by proteomics, and characterizing the ubiquitin E3 ligase-substrate pathways by functional genomics. Based on the functional and evolutionary analyses of the F-box gene superfamily, I propose a deleterious duplication model for the large expansion of this family in plant genomes. Given this model, I present new perspectives of future functional genomic studies on the plant ubiquitylation system to focus on core and active groups of ubiquitin E3 ligase genes.
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Affiliation(s)
- Zhihua Hua
- Department of Environmental and Plant Biology, Ohio University, Athens, OH 45701, USA
- Interdisciplinary Program in Molecular and Cellular Biology, Ohio University, Athens, OH 45701, USA
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Bonnet DMV, Tirot L, Grob S, Jullien PE. Methylome Response to Proteasome Inhibition by Pseudomonas syringae Virulence Factor Syringolin A. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2023; 36:693-704. [PMID: 37414416 DOI: 10.1094/mpmi-06-23-0080-r] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/08/2023]
Abstract
DNA methylation is an important epigenetic mark required for proper gene expression and silencing of transposable elements. DNA methylation patterns can be modified by environmental factors such as pathogen infection, in which modification of DNA methylation can be associated with plant resistance. To counter the plant defense pathways, pathogens produce effector molecules, several of which act as proteasome inhibitors. Here, we investigated the effect of proteasome inhibition by the bacterial virulence factor syringolin A (SylA) on genome-wide DNA methylation. We show that SylA treatment results in an increase of DNA methylation at centromeric and pericentromeric regions of Arabidopsis chromosomes. We identify several CHH differentially methylated regions (DMRs) that are enriched in the proximity of transcriptional start sites. SylA treatment does not result in significant changes in small RNA composition. However, significant changes in genome transcriptional activity can be observed, including a strong upregulation of resistance genes that are located on chromosomal arms. We hypothesize that DNA methylation changes could be linked to the upregulation of some atypical members of the de novo DNA methylation pathway, namely AGO3, AGO9, and DRM1. Our data suggests that modification of genome-wide DNA methylation resulting from an inhibition of the proteasome by bacterial effectors could be part of an epi-genomic arms race against pathogens. [Formula: see text] Copyright © 2023 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
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Affiliation(s)
| | - Louis Tirot
- Institute of Plant Sciences, University of Bern, Bern, Switzerland
| | - Stefan Grob
- Department of Plant and Microbial Biology, University of Zurich and Zurich-Basel Plant Science Center, University of Zurich, Zurich, Switzerland
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Zhang H, Xia P, Yang Z, Liu J, Zhu Y, Huang Z, Zhang Z, Yuan Y. Cullin-associated and neddylation-dissociated 1 regulate reprogramming of lipid metabolism through SKP1-Cullin-1-F-box FBXO11 -mediated heterogeneous nuclear ribonucleoprotein A2/B1 ubiquitination and promote hepatocellular carcinoma. Clin Transl Med 2023; 13:e1443. [PMID: 37837399 PMCID: PMC10576442 DOI: 10.1002/ctm2.1443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/20/2023] [Accepted: 10/01/2023] [Indexed: 10/16/2023] Open
Abstract
BACKGROUND Enhanced de novo lipogenesis is essential for hepatocellular carcinoma (HCC). Abnormally high cullin-associated and neddylation-dissociated 1 (CAND1) expression is associated with poor clinical prognosis in HCC. The SKP1-Cullin-1-F-box (SCF) complex consists of the SKP1, Cullin-1 and F-box proteins (FBPs) and performs multiple functions including adipogenesis. SCF complex was modulated by CAND1, but Whether and how the CAND1 promotes HCC by regulating SCF complex and lipogenesis are unknown. METHODS HCC samples were used to analyze the correlations between CAND1 expression and clinicopathological characteristics such as survival and prognosis. The in vitro functions of CAND1, FBXO11 and heterogeneous nuclear ribonucleoprotein A2/B1 (hnRNPA2B1) were measured by cell proliferation, colony formation and migration assays. The in vivo functions were tested in multiple mouse liver cancer models including patient-derived xenograft (PDX), cell line-derived xenograft and AKT/NRASV12-induced primary liver cancer models. Injections of adeno-associated virus targeting CAND1 (AAV-shCAND1) were performed to evaluate the therapeutic efficacy of targeting CAND1. RNA-Seq and lipidomic assays followed by serial biochemical experiments including mass spectrometry, immunoprecipitation and GST pull-down were performed to dissect the underlying mechanisms. RESULTS CAND1 promoted the expression of lipid synthesis genes by disrupting SCF complex assembly and lipid accumulation. Furthermore, we identified hnRNPA2B1 as a novel F-box protein 11 (FBXO11)-binding partner. FBXO11 directly bound to hnRNPA2B1 and promoted hnRNPA2B1 ubiquitination and subsequent degradation. Our evaluations of the therapeutic efficacy of AAV-shCAND1 injections confirmed that targeting the CAND1-SCFFBXO11 -hnRNPA2B1A signalling axis was therapeutically effective. CAND1 downregulation significantly reduced the tumour burden in a primary mouse liver cancer model and a PDX model. CONCLUSIONS Our results highlight that CAND1 is associated with poor prognosis in HCC and regulates lipid metabolic reprogramming by dissociating the SCF complex. Targeting the CAND1-SCFFBXO11 -hnRNPA2B1 axis may be a novel strategy for HCC treatment.
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Affiliation(s)
- Hao Zhang
- Department of Hepatobiliary and Pancreatic SurgeryZhongnan Hospital of Wuhan UniversityWuhanChina
- Clinical Medicine Research Center for Minimally Invasive Procedure of Hepatobiliary & Pancreatic Diseases of Hubei ProvinceWuhanChina
- Department of Organ TransplantationQilu Hospital of Shandong UniversityJinanChina
| | - Peng Xia
- Department of Hepatobiliary and Pancreatic SurgeryZhongnan Hospital of Wuhan UniversityWuhanChina
- Clinical Medicine Research Center for Minimally Invasive Procedure of Hepatobiliary & Pancreatic Diseases of Hubei ProvinceWuhanChina
| | - Zhangshuo Yang
- Department of Hepatobiliary and Pancreatic SurgeryZhongnan Hospital of Wuhan UniversityWuhanChina
- Clinical Medicine Research Center for Minimally Invasive Procedure of Hepatobiliary & Pancreatic Diseases of Hubei ProvinceWuhanChina
- Department of Breast SurgeryAffiliated Hospital of Hebei UniversityBaodingChina
| | - Jie Liu
- Department of Hepatobiliary and Pancreatic SurgeryZhongnan Hospital of Wuhan UniversityWuhanChina
- Clinical Medicine Research Center for Minimally Invasive Procedure of Hepatobiliary & Pancreatic Diseases of Hubei ProvinceWuhanChina
- TaiKang Center for Life and Medical SciencesWuhan UniversityWuhanChina
| | - Yimin Zhu
- Department of Hepatobiliary and Pancreatic SurgeryZhongnan Hospital of Wuhan UniversityWuhanChina
- Clinical Medicine Research Center for Minimally Invasive Procedure of Hepatobiliary & Pancreatic Diseases of Hubei ProvinceWuhanChina
| | - Zan Huang
- College of Life SciencesWuhan UniversityWuhanChina
| | - Zhonglin Zhang
- Department of Hepatobiliary and Pancreatic SurgeryZhongnan Hospital of Wuhan UniversityWuhanChina
- Clinical Medicine Research Center for Minimally Invasive Procedure of Hepatobiliary & Pancreatic Diseases of Hubei ProvinceWuhanChina
| | - Yufeng Yuan
- Department of Hepatobiliary and Pancreatic SurgeryZhongnan Hospital of Wuhan UniversityWuhanChina
- Clinical Medicine Research Center for Minimally Invasive Procedure of Hepatobiliary & Pancreatic Diseases of Hubei ProvinceWuhanChina
- TaiKang Center for Life and Medical SciencesWuhan UniversityWuhanChina
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Structure and Mechanism of Plant DNA Methyltransferases. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2022; 1389:137-157. [PMID: 36350509 PMCID: PMC10112988 DOI: 10.1007/978-3-031-11454-0_6] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
DNA methylation is an important epigenetic mark conserved in eukaryotes from fungi to animals and plants, where it plays a crucial role in regulating gene expression and transposon silencing. Once the methylation mark is established by de novo DNA methyltransferases, specific regulatory mechanisms are required to maintain the methylation state during chromatin replication, both during meiosis and mitosis. Plant DNA methylation is found in three contexts; CG, CHG, and CHH (H = A, T, C), which are established and maintained by a unique set of DNA methyltransferases and are regulated by plant-specific pathways. DNA methylation in plants is often associated with other epigenetic modifications, such as noncoding RNA and histone modifications. This chapter focuses on the structure, function, and regulatory mechanism of plant DNA methyltransferases and their crosstalk with other epigenetic pathways.
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Galanti D, Ramos-Cruz D, Nunn A, Rodríguez-Arévalo I, Scheepens JF, Becker C, Bossdorf O. Genetic and environmental drivers of large-scale epigenetic variation in Thlaspi arvense. PLoS Genet 2022; 18:e1010452. [PMID: 36223399 PMCID: PMC9591053 DOI: 10.1371/journal.pgen.1010452] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 10/24/2022] [Accepted: 09/28/2022] [Indexed: 11/07/2022] Open
Abstract
Natural plant populations often harbour substantial heritable variation in DNA methylation. However, a thorough understanding of the genetic and environmental drivers of this epigenetic variation requires large-scale and high-resolution data, which currently exist only for a few model species. Here, we studied 207 lines of the annual weed Thlaspi arvense (field pennycress), collected across a large latitudinal gradient in Europe and propagated in a common environment. By screening for variation in DNA sequence and DNA methylation using whole-genome (bisulfite) sequencing, we found significant epigenetic population structure across Europe. Average levels of DNA methylation were strongly context-dependent, with highest DNA methylation in CG context, particularly in transposable elements and in intergenic regions. Residual DNA methylation variation within all contexts was associated with genetic variants, which often co-localized with annotated methylation machinery genes but also with new candidates. Variation in DNA methylation was also significantly associated with climate of origin, with methylation levels being lower in colder regions and in more variable climates. Finally, we used variance decomposition to assess genetic versus environmental associations with differentially methylated regions (DMRs). We found that while genetic variation was generally the strongest predictor of DMRs, the strength of environmental associations increased from CG to CHG and CHH, with climate-of-origin as the strongest predictor in about one third of the CHH DMRs. In summary, our data show that natural epigenetic variation in Thlaspi arvense is significantly associated with both DNA sequence and environment of origin, and that the relative importance of the two factors strongly depends on the sequence context of DNA methylation. T. arvense is an emerging biofuel and winter cover crop; our results may hence be relevant for breeding efforts and agricultural practices in the context of rapidly changing environmental conditions.
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Affiliation(s)
- Dario Galanti
- Plant Evolutionary Ecology, Institute of Evolution and Ecology, University of Tübingen, Tübingen, Germany
| | - Daniela Ramos-Cruz
- Gregor Mendel Institute of Molecular Plant Biology, Austrian Academy of Sciences, Vienna BioCenter (VBC), Vienna, Austria
- LMU Biocenter, Faculty of Biology, Ludwig Maximilians University Munich, 82152 Martinsried, Germany
| | - Adam Nunn
- ecSeq Bioinformatics GmbH, Leipzig, Germany
- Institute for Computer Science, University of Leipzig, Leipzig, Germany
| | - Isaac Rodríguez-Arévalo
- Gregor Mendel Institute of Molecular Plant Biology, Austrian Academy of Sciences, Vienna BioCenter (VBC), Vienna, Austria
- LMU Biocenter, Faculty of Biology, Ludwig Maximilians University Munich, 82152 Martinsried, Germany
| | - J. F. Scheepens
- Plant Evolutionary Ecology, Institute for Ecology, Evolution and Diversity, Faculty of Biological Sciences, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Claude Becker
- Gregor Mendel Institute of Molecular Plant Biology, Austrian Academy of Sciences, Vienna BioCenter (VBC), Vienna, Austria
- LMU Biocenter, Faculty of Biology, Ludwig Maximilians University Munich, 82152 Martinsried, Germany
| | - Oliver Bossdorf
- Plant Evolutionary Ecology, Institute of Evolution and Ecology, University of Tübingen, Tübingen, Germany
- * E-mail:
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10
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Tan L, Cui D, Wang L, Liu Q, Zhang D, Hu X, Fu Y, Chen S, Zou Y, Chen W, Wen W, Yang X, Yang Y, Li P, Tang Q. Genetic analysis of the early bud flush trait of tea plants ( Camellia sinensis) in the cultivar 'Emei Wenchun' and its open-pollinated offspring. HORTICULTURE RESEARCH 2022; 9:uhac086. [PMID: 35694722 PMCID: PMC9178331 DOI: 10.1093/hr/uhac086] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Accepted: 03/25/2022] [Indexed: 05/19/2023]
Abstract
The timing of bud flush (TBF) in the spring is one of the most important agronomic traits of tea plants (Camellia sinensis). In this study, we designed an open-pollination breeding program using 'Emei Wenchun' (EW, a clonal tea cultivar with extra-early TBF) as a female parent. A half-sib population (n = 388) was selected for genotyping using specific-locus amplified fragment sequencing. The results enabled the identification of paternity for 294 (75.8%) of the offspring, including 11 (2.8%) from EW selfing and 217 (55.9%) assigned to a common father, 'Chuanmu 217' (CM). The putative EW × CM full-sib population was used to construct a linkage map. The map has 4244 markers distributed in 15 linkage groups, with an average marker distance of 0.34 cM. A high degree of collinearity between the linkage map and physical map was observed. Sprouting index, a trait closely related to TBF, was recorded for the offspring population in 2020 and 2021. The trait had moderate variation, with coefficients of variation of 18.5 and 17.6% in 2020 and 2021, respectively. Quantitative trait locus (QTL) mapping that was performed using the linkage map identified two major QTLs and three minor QTLs related to the sprouting index. These QTLs are distributed on Chr3, Chr4, Chr5, Chr9, and Chr14 of the reference genome. A total of 1960 predicted genes were found within the confidence intervals of QTLs, and 22 key candidate genes that underlie these QTLs were preliminarily screened. These results are important for breeding and understanding the genetic base of the TBF trait of tea plants.
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Affiliation(s)
- Liqiang Tan
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
- Tea Refining and Innovation Key Laboratory of Sichuan Province, Chengdu 611130, Sichuan, China
- Corresponding authors. E-mail: ;
| | - Dong Cui
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Liubin Wang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Qinling Liu
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Dongyang Zhang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Xiaoli Hu
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Yidan Fu
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Shengxiang Chen
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
- Tea Refining and Innovation Key Laboratory of Sichuan Province, Chengdu 611130, Sichuan, China
| | - Yao Zou
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
- Tea Refining and Innovation Key Laboratory of Sichuan Province, Chengdu 611130, Sichuan, China
| | - Wei Chen
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
- Tea Refining and Innovation Key Laboratory of Sichuan Province, Chengdu 611130, Sichuan, China
| | - Weiqi Wen
- Mingshan Tea Plant Breeding and Reproduce Farm of Sichuan Province, Yaan 625101, Sichuan, China
| | - Xuemei Yang
- Mingshan Tea Plant Breeding and Reproduce Farm of Sichuan Province, Yaan 625101, Sichuan, China
| | - Yang Yang
- Sichuan Yizhichun Tea Industry Co., Ltd,, Leshan 614503, Sichuan, China
| | - Pinwu Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
- Tea Refining and Innovation Key Laboratory of Sichuan Province, Chengdu 611130, Sichuan, China
| | - Qian Tang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
- Tea Refining and Innovation Key Laboratory of Sichuan Province, Chengdu 611130, Sichuan, China
- Corresponding authors. E-mail: ;
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11
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Ezhova TA. Paradoxes of Plant Epigenetics. Russ J Dev Biol 2021. [DOI: 10.1134/s1062360421060047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Abstract
Plants have a unique ability to adapt ontogenesis to changing environmental conditions and the influence of stress factors. This ability is based on the existence of two specific features of epigenetic regulation in plants, which seem to be mutually exclusive at first glance. On the one hand, plants are capable of partial epigenetic reprogramming of the genome, which can lead to adaptation of physiology and metabolism to changed environmental conditions as well as to changes in ontogenesis programs. On the other hand, plants can show amazing stability of epigenetic modifications and the ability to transmit them to vegetative and sexual generations. The combination of these inextricably linked epigenetic features not only ensures survival in the conditions of a sessile lifestyle but also underlies a surprisingly wide morphological diversity of plants, which can lead to the appearance of morphs within one population and the existence of interpopulation morphological differences. The review discusses the molecular genetic mechanisms that cause a paradoxical combination of the stability and lability properties of epigenetic modifications and underlie the polyvariance of ontogenesis. We also consider the existing approaches for studying the role of epigenetic regulation in the manifestation of polyvariance of ontogenesis and discuss their limitations and prospects.
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12
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Li Y, Yapa MM, Hua Z. A Machine Learning Approach to Prioritizing Functionally Active F-box Members in Arabidopsis thaliana. FRONTIERS IN PLANT SCIENCE 2021; 12:639253. [PMID: 34122469 PMCID: PMC8192846 DOI: 10.3389/fpls.2021.639253] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 04/12/2021] [Indexed: 06/12/2023]
Abstract
Protein degradation through the Ubiquitin (Ub)-26S Proteasome System (UPS) is a major gene expression regulatory pathway in plants. In this pathway, the 76-amino acid Ub proteins are covalently linked onto a large array of UPS substrates with the help of three enzymes (E1 activating, E2 conjugating, and E3 ligating enzymes) and direct them for turnover in the 26S proteasome complex. The S-phase Kinase-associated Protein 1 (Skp1), CUL1, F-box (FBX) protein (SCF) complexes have been identified as the largest E3 ligase group in plants due to the dramatic number expansion of the FBX genes in plant genomes. Since it is the FBX proteins that recognize and determine the specificity of SCF substrates, much effort has been done to characterize their genomic, physiological, and biochemical roles in the past two decades of functional genomic studies. However, the sheer size and high sequence diversity of the FBX gene family demands new approaches to uncover unknown functions. In this work, we first identified 82 known FBX members that have been functionally characterized up to date in Arabidopsis thaliana. Through comparing the genomic structure, evolutionary selection, expression patterns, domain compositions, and functional activities between known and unknown FBX gene members, we developed a neural network machine learning approach to predict whether an unknown FBX member is likely functionally active in Arabidopsis, thereby facilitating its future functional characterization.
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Affiliation(s)
- Yang Li
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, United States
| | - Madhura M. Yapa
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, United States
| | - Zhihua Hua
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, United States
- Interdisciplinary Program in Molecular and Cellular Biology, Ohio University, Athens, OH, United States
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13
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Orr JN, Waugh R, Colas I. Ubiquitination in Plant Meiosis: Recent Advances and High Throughput Methods. FRONTIERS IN PLANT SCIENCE 2021; 12:667314. [PMID: 33897750 PMCID: PMC8058418 DOI: 10.3389/fpls.2021.667314] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 03/15/2021] [Indexed: 06/06/2023]
Abstract
Meiosis is a specialized cell division which is essential to sexual reproduction. The success of this highly ordered process involves the timely activation, interaction, movement, and removal of many proteins. Ubiquitination is an extraordinarily diverse post-translational modification with a regulatory role in almost all cellular processes. During meiosis, ubiquitin localizes to chromatin and the expression of genes related to ubiquitination appears to be enhanced. This may be due to extensive protein turnover mediated by proteasomal degradation. However, degradation is not the only substrate fate conferred by ubiquitination which may also mediate, for example, the activation of key transcription factors. In plant meiosis, the specific roles of several components of the ubiquitination cascade-particularly SCF complex proteins, the APC/C, and HEI10-have been partially characterized indicating diverse roles in chromosome segregation, recombination, and synapsis. Nonetheless, these components remain comparatively poorly understood to their counterparts in other processes and in other eukaryotes. In this review, we present an overview of our understanding of the role of ubiquitination in plant meiosis, highlighting recent advances, remaining challenges, and high throughput methods which may be used to overcome them.
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Affiliation(s)
- Jamie N. Orr
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
| | - Robbie Waugh
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
- School of Life Sciences, University of Dundee, Dundee, United Kingdom
- School of Agriculture and Wine, University of Adelaide, Adelaide, SA, Australia
| | - Isabelle Colas
- Cell and Molecular Sciences, The James Hutton Institute, Dundee, United Kingdom
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14
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Hua Z. Diverse Evolution in 111 Plant Genomes Reveals Purifying and Dosage Balancing Selection Models for F-Box Genes. Int J Mol Sci 2021; 22:E871. [PMID: 33467195 PMCID: PMC7829749 DOI: 10.3390/ijms22020871] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 01/13/2021] [Accepted: 01/13/2021] [Indexed: 12/14/2022] Open
Abstract
The F-box proteins function as substrate receptors to determine the specificity of Skp1-Cul1-F-box ubiquitin ligases. Genomic studies revealed large and diverse sizes of the F-box gene superfamily across plant species. Our previous studies suggested that the plant F-box gene superfamily is under genomic drift evolution promoted by epigenomic programming. However, how the size of the superfamily drifts across plant genomes is currently unknown. Through a large-scale genomic and phylogenetic comparison of the F-box gene superfamily covering 110 green plants and one red algal species, I discovered four distinct groups of plant F-box genes with diverse evolutionary processes. While the members in Clusters 1 and 2 are species/lineage-specific, those in Clusters 3 and 4 are present in over 46 plant genomes. Statistical modeling suggests that F-box genes from the former two groups are skewed toward fewer species and more paralogs compared to those of the latter two groups whose presence frequency and sizes in plant genomes follow a random statistical model. The enrichment of known Arabidopsis F-box genes in Clusters 3 and 4, along with comprehensive biochemical evidence showing that Arabidopsis members in Cluster 4 interact with the Arabidopsis Skp1-like 1 (ASK1), demonstrates over-representation of active F-box genes in these two groups. Collectively, I propose purifying and dosage balancing selection models to explain the lineage/species-specific duplications and expansions of F-box genes in plant genomes. The purifying selection model suggests that most, if not all, lineage/species-specific F-box genes are detrimental and are thus kept at low frequencies in plant genomes.
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Affiliation(s)
- Zhihua Hua
- Interdisciplinary Program in Molecular and Cellular Biology, Department of Environmental and Plant Biology, Ohio University, Athens, OH 45701, USA
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