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Wang Y, Xun H, Lv J, Ju W, Jiang Y, Wang M, Guo R, Zhang M, Ding X, Liu B, Xu C. A modulatory role of CG methylation on gene expression in soybean implicates its potential utility in breeding. PLANT BIOTECHNOLOGY JOURNAL 2025; 23:1585-1600. [PMID: 39887912 PMCID: PMC12018828 DOI: 10.1111/pbi.14606] [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: 09/05/2024] [Revised: 01/15/2025] [Accepted: 01/18/2025] [Indexed: 02/01/2025]
Abstract
Cytosine methylation (mCG) is an important heritable epigenetic modification, yet its functions remain to be fully defined in important crops. This study investigates mCG in soybean following the loss-of-function mutation of two GmMET1 genes. We generated knockout mutants of GmMET1s by CRISPR-Cas9 and conducted comprehensive methylome and transcriptome analyses. Our findings unravel the functional redundancy of the two GmMET1s, with GmMET1b being more critically involved in maintaining mCG levels, and complete knockout of both copies is lethal. We establish that genome-wide mCG levels scale with aggregated expression of GmMET1s. We identify a set of mCG-regulated genes whose expression levels were quantitatively modulated by upstream, body, or downstream mCG. Moreover, we find genes that were negatively regulated by upstream or body mCG are enriched in specific biological processes such as that of jasmonic acid metabolism. Notably, >80% of the differentially methylated genes (DMGs) in the mutants also exist as DMGs in natural soybean populations. Phenotypically, mutants that are heterozygous for GmMET1a and homozygous for GmMET1b knockouts (GmMET1a+/-GmMET1b-/-) exhibited early flowering, which was inherited by their selfed progeny (GmMET1a+/+GmMET1b-/-) with otherwise normal growth and development. Moreover, mutation of either GmMET1s, with slight reduction of mCG levels and similar phenotypes compared to the wild type under normal conditions, showed enhanced tolerance to cold and drought stresses. Together, our results underscore highly orchestrated regulatory effects of mCG on gene expression in soybean, which dictates growth, development and stress responses, implicating its utility in the improvement of soybean for better adaptability and higher yield.
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Affiliation(s)
- Ying Wang
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
| | - Hongwei Xun
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
| | - Jiameng Lv
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
| | - Wanting Ju
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
| | - Yuhui Jiang
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
| | - Meng Wang
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
| | - Ruihong Guo
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
| | - Mengru Zhang
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
| | - Xiaoyang Ding
- Jilin Academy of Agricultural Sciences (Northeast Agricultural Research Center of China)ChangchunChina
| | - Bao Liu
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
| | - Chunming Xu
- Key Laboratory of Molecular Epigenetics of the Ministry of Education (MOE)Northeast Normal UniversityChangchunChina
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2
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Suriyasak C, Kawaguchi R, Matsumoto R, Sawada Y, Nong HT, Hamaoka N, Ishibashi Y. Adaptive memory induced by heat stress during grain filling enhances subsequent thermotolerance in rice (Oryza sativa L.). Sci Rep 2025; 15:14135. [PMID: 40269183 PMCID: PMC12019182 DOI: 10.1038/s41598-025-99146-x] [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: 01/26/2025] [Accepted: 04/17/2025] [Indexed: 04/25/2025] Open
Abstract
Rice grain chalkiness occurs when grains fill under heat stress, greatly reducing grain quality. But the effects of heat stress during grain filling on the subsequent development and adaptive traits remain to be elucidated. Here, we evaluated the effects of heat stress during parental grain filling on the thermotolerance of subsequent plants grown under heat stress after anthesis. Subsequent plants were grown from control (25 °C) and heat-exposed (30 °C) parental seeds under natural conditions until anthesis. Then plants were divided into three treatment groups-control [parental plants] - control [subsequent plants] (CC, 25 °C), control-heat (CH, 30 °C), and heat-heat (HH, 30 °C). Plants grown from heat-stressed seeds had thicker and shorter flag leaves, which delayed leaf senescence and improved photosynthesis under heat stress. HH plants also had significantly less chalkiness than those of CH plants. DNA methylation analysis revealed that heat stress during grain filling significantly hypomethylated promoters of starch biosynthesis genes and hypermethylated those of α-amylase genes. Consequently, HH plants had significantly higher expression of starch biosynthesis genes and suppressed expression of starch-degrading α-amylase genes than CH plants under heat stress. We propose that heat stress during grain filling induces adaptive transgenerational memory that allows subsequent plants to better cope with heat stress.
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Affiliation(s)
- Chetphilin Suriyasak
- Faculty of Agriculture, Kyushu University, Fukuoka, 819-0395, Japan
- Graduate School of Bioresource and Environmental Sciences, Kyushu University, Fukuoka, 819-0395, Japan
| | - Ryosuke Kawaguchi
- Graduate School of Bioresource and Environmental Sciences, Kyushu University, Fukuoka, 819-0395, Japan
| | - Ryo Matsumoto
- Graduate School of Bioresource and Environmental Sciences, Kyushu University, Fukuoka, 819-0395, Japan
| | - Yuta Sawada
- Graduate School of Bioresource and Environmental Sciences, Kyushu University, Fukuoka, 819-0395, Japan
| | - Hue Thi Nong
- Graduate School of Bioresource and Environmental Sciences, Kyushu University, Fukuoka, 819-0395, Japan
- Faculty of Biotechnology, Vietnam National University of Agriculture, Hanoi, 131000, Vietnam
| | - Norimitsu Hamaoka
- Graduate School of Bioresource and Environmental Sciences, Kyushu University, Fukuoka, 819-0395, Japan
| | - Yushi Ishibashi
- Faculty of Agriculture, Kyushu University, Fukuoka, 819-0395, Japan.
- Graduate School of Bioresource and Environmental Sciences, Kyushu University, Fukuoka, 819-0395, Japan.
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3
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Maurya D, Mittal S, Jena MK, Pathak B. Machine Learning-Driven Quantum Sequencing of Natural and Chemically Modified DNA. ACS APPLIED MATERIALS & INTERFACES 2025; 17:20778-20789. [PMID: 40156522 DOI: 10.1021/acsami.4c22809] [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: 04/01/2025]
Abstract
Simultaneous identification of natural and chemically modified DNA nucleotides at molecular resolution remains a pivotal challenge in genomic science. Despite significant advances in current sequencing technologies, the ability to identify subtle changes in natural and chemically modified nucleotides is hindered by structural and configurational complexity. Given the critical role of nucleobase modifications in data storage and personalized medicine, we propose a computational approach using a graphene nanopore coupled with machine learning (ML) to simultaneously recognize both natural and chemically modified nucleotides, exploring a wide range of modifications in the nucleobase, sugar, and phosphate moieties while investigating quantum transport mechanisms to uncover distinct molecular signatures and detailed electronic and orbital insights of the nucleotides. Integrating with the best-fitted model, the graphene nanopore achieves a good classification accuracy of up to 96% for each natural, chemically modified, purine, and pyrimidine nucleotide. Our approach offers a rapid and precise solution for real-time DNA sequencing by decoding natural and chemically modified nucleotides on a single platform.
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Affiliation(s)
- Dipti Maurya
- Department of Chemistry, Indian Institute of Technology (IIT) Indore, Indore, Madhya Pradesh 453552, India
| | - Sneha Mittal
- Department of Chemistry, Indian Institute of Technology (IIT) Indore, Indore, Madhya Pradesh 453552, India
| | - Milan Kumar Jena
- Department of Chemistry, Indian Institute of Technology (IIT) Indore, Indore, Madhya Pradesh 453552, India
| | - Biswarup Pathak
- Department of Chemistry, Indian Institute of Technology (IIT) Indore, Indore, Madhya Pradesh 453552, India
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4
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Chen HX, Liu ZD, Bai X, Wu B, Song R, Yao HC, Chen Y, Chi W, Hua Q, Cheng L, Xiao CL. Accurate cross-species 5mC detection for Oxford Nanopore sequencing in plants with DeepPlant. Nat Commun 2025; 16:3227. [PMID: 40185832 PMCID: PMC11971355 DOI: 10.1038/s41467-025-58576-x] [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: 10/15/2024] [Accepted: 03/21/2025] [Indexed: 04/07/2025] Open
Abstract
Nanopore sequencing enables comprehensive detection of 5-methylcytosine (5mC), particularly in repeat regions. However, CHH methylation detection in plants is limited by the scarcity of high-methylation positive samples, reducing generalization across species. Dorado, the only tool for plant 5mC detection on the R10.4 platform, lacks extensive species testing. Here, we develop DeepPlant, a deep learning model incorporating both Bi-LSTM and Transformer architectures, which significantly improves CHH detection accuracy and performs well for CpG and CHG motifs. We address the scarcity of methylation-positive CHH training samples through screening species with abundant high-methylation CHH sites using bisulfite-sequencing and generate datasets that cover diverse 9-mer motifs for training and testing DeepPlant. Evaluated across nine species, DeepPlant achieves high whole-genome methylation frequency correlations (0.705-0.838) with BS-seq data on CHH, improved by 23.4- 117.6% compared to Dorado. DeepPlant also demonstrates superior single-molecule accuracy and F1 score, offering strong generalization for plant epigenetics research.
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Affiliation(s)
- He-Xu Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
- School of Artificial Intelligence, Sun Yat-Sen University, Zhuhai, China
| | - Zhen-Dong Liu
- School of Computer and Information Engineering, Shanghai Polytechnic University, Shanghai, China
| | - Xin Bai
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Bo Wu
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Rong Song
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Hui-Cong Yao
- School of Artificial Intelligence, Sun Yat-Sen University, Zhuhai, China
| | - Ying Chen
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China
| | - Wei Chi
- Shenzhen Eye Hospital, Shenzhen Eye Medical Center, Southern Medical University, Shenzhen, China.
| | - Qian Hua
- School of Life Science, Beijing University of Chinese Medicine, Beijing, China.
| | - Liang Cheng
- College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
| | - Chuan-Le Xiao
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangdong Provincial Key Laboratory of Ophthalmology and Visual Science, Guangzhou, China.
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5
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Flores-Fernández CN, O'Callaghan CA. Bacterial DNA methylases as novel molecular and synthetic biology tools: recent developments. Appl Microbiol Biotechnol 2025; 109:60. [PMID: 40047928 PMCID: PMC11885376 DOI: 10.1007/s00253-025-13442-0] [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: 12/27/2024] [Revised: 02/17/2025] [Accepted: 02/18/2025] [Indexed: 03/09/2025]
Abstract
Bacterial DNA methylases are a diverse group of enzymes which have been pivotal in the development of technologies with applications including genetic engineering, bacteriology, biotechnology and agriculture. This review describes bacterial DNA methylase types, the main technologies for targeted methylation or demethylation and the recent roles of these enzymes in molecular and synthetic biology. Bacterial methylases can be exocyclic or endocyclic and can exist as orphan enzymes or as a part of the restriction-modifications (R-M) systems. As a group, they display a rich diversity of sequence-specificity. Additional technologies for targeting methylation involve using fusion proteins combining a methylase and a DNA-binding protein (DNBP) such as a zinc-finger (ZF), transcription activator-like effector (TALE) or CRISPR/dCas9. Bacterial methylases have contributed significantly to the creation of novel DNA assembly techniques, to the improvement of bacterial transformation and to crop plant engineering. Future studies to define the characteristics of more bacterial methylases have potential to identify new tools of value in synthetic and molecular biology and with widespread applications. KEY POINTS: • Bacterial methylases can be used to direct methylation to specific sequences in target DNA • DNA methylation using bacterial methylases has been applied to improve DNA assembly and to increase the efficiency of bacterial transformation • Site-selective methylation using bacterial methylases can alter plant gene expression and phenotype.
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Affiliation(s)
- Carol N Flores-Fernández
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Roosevelt Drive, Oxford, OX3 7BN, UK
| | - Chris A O'Callaghan
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Roosevelt Drive, Oxford, OX3 7BN, UK.
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Xu J, PerezSanchez P, Sadravi S. Unlocking the full potential of plant cell-based production for valuable proteins: Challenges and innovative strategies. Biotechnol Adv 2025; 79:108526. [PMID: 39914685 PMCID: PMC11845290 DOI: 10.1016/j.biotechadv.2025.108526] [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: 11/29/2024] [Revised: 01/20/2025] [Accepted: 02/03/2025] [Indexed: 02/10/2025]
Abstract
Plant cell-based bioproduction systems offer a promising platform for the sustainable production of valuable proteins as they provide distinctive advantages over mammalian cell culture and whole plant cultivation. However, significant technical challenges remain, including low productivity, altered efficacy of plant-derived proteins, along with issues in culture process development, such as cell clumping, genetic instability, and difficulties with cryopreservation. To date, the full production potential of this platform remains largely untapped. This review addresses these critical challenges and proposes innovative strategies to unlock the full potential of the production platform. Rather than simply revisiting past advancements or summarizing current progress, it proposes forward-thinking solutions with a particular emphasis on cellular engineering. Key strategies include designing novel protein partners to enhance recombinant protein accumulation and functionality, employing precise gene integration techniques in genome to enhance transgene transcription, implementing cutting-edge methods for screening and maintaining elite cell lines to mitigate genetic instability, and leveraging genome editing tools for cellular engineering to develop new plant cell lines optimized for bioproduction. A key focus is on cell wall engineering to develop cellulose- or pectin-deficient cell lines, facilitating modifications to the morphology of existing plant cell lines. By exploring these innovative approaches, this review aims to foster innovative thinking and inspire future research in plant cell-based bioproduction.
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Affiliation(s)
- Jianfeng Xu
- Arkansas Biosciences Institute, Arkansas State University, Jonesboro, AR 72401, USA; College of Agriculture, Arkansas State University, Jonesboro, AR 72401, USA.
| | - Paula PerezSanchez
- Department of Biological Sciences, Arkansas State University, Jonesboro, AR 72401, USA
| | - Shekoofeh Sadravi
- Arkansas Biosciences Institute, Arkansas State University, Jonesboro, AR 72401, USA; Department of Biological Sciences, Arkansas State University, Jonesboro, AR 72401, USA
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7
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Jianfang W, Raza SHA, Pant SD, Juan Z, Prakash A, Abdelnour SA, Aloufi BH, Mahasneh ZMH, Amin AA, Shokrollahi B, Zan L. Exploring Epigenetic and Genetic Modulation in Animal Responses to Thermal Stress. Mol Biotechnol 2025; 67:942-956. [PMID: 38528286 DOI: 10.1007/s12033-024-01126-5] [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: 01/29/2024] [Accepted: 02/27/2024] [Indexed: 03/27/2024]
Abstract
There is increasing evidence indicating that global temperatures are rising significantly, a phenomenon commonly referred to as 'global warming', which in turn is believed to be causing drastic changes to the global climate. Global warming (GW) directly impacts animal health, reproduction, production, and welfare, presenting several challenges to livestock enterprises. Thermal stress (TS) is one of the key consequences of GW, and all animal species, including livestock, have diverse physiological, epigenetic and genetic mechanisms to respond to TS. As a result, TS can significantly affect an animals' health, immune responsiveness, metabolic pathways etc. which can also influence the productivity, performance, and welfare of animals. Moreover, prolonged exposure to TS can lead to transgenerational and intergenerational changes that are mediated by epigenetic changes. For example, in several animal species, the effects of TS are encoded epigenetically during the animals' growth or productive stage, and these epigenetic changes can be transmitted intergenerationally. Such epigenetic changes can affect animal productivity by changing the phenotype so that it aligns with its ancestors' environment, irrespective of its immediate environment. Furthermore, epigenetic and genetic changes can also help protect cells from the adverse effects of TS by modulating the transcriptional status of heat-responsive genes in animals. This review focuses on the genetic and epigenetic modulation and regulation that occurs in TS conditions via HSPs, histone alterations and DNA methylation.
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Affiliation(s)
- Wang Jianfang
- College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, Shaanxi, China
| | - Sayed Haidar Abbas Raza
- College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, Shaanxi, China
- Guangdong Provincial Key Laboratory of Food Quality and Safety/Nation-Local Joint Engineering Research Center for Machining and Safety of Livestock and Poultry Products, South China Agricultural University, Guangzhou, 510642, China
- Guangdong Provincial Key Laboratory of Utilization and Conservation of Food and Medicinal Resources in Northern Region, Shaoguan University, Shaoguan, 512005, China
| | - Sameer D Pant
- Gulbali Institute, Charles Sturt University, Wagga Wagga, NSW, 2678, Australia
| | - Zhao Juan
- College of Animal Science and Technology, South China Agricultural University, Guangzhou, 510642, China
| | - Ajit Prakash
- Department of Biochemistry and Biophysics, University of North Carolina, School of Medicine, Chapel Hill, USA
| | - Sameh A Abdelnour
- Department of Animal Production, Faculty of Agriculture, Zagazig University, Zagazig, 44519, Egypt
| | - Bandar Hamad Aloufi
- Biology Department, Faculty of Science, University of Ha'il, Ha'il, Saudi Arabia
| | - Zeinab M H Mahasneh
- Department of Animal Production, School of Agriculture, University of Jordan, Amman, Jordan
| | - Ahmed A Amin
- Department of Animal Production, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Borhan Shokrollahi
- Hanwoo Research Institute, National Institute of Animal Science, Pyeongchang-gun, 25340, Republic of Korea
| | - Linsen Zan
- College of Animal Science and Technology, Northwest A&F University, Yangling, 712100, Shaanxi, China.
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Jiang T, Li L, Hu Q, Kuang X, Zhang L, Zeng W, Miki D, Zheng B. The DNA methylation-demethylation balance prevents development of multiple megaspore mother cells in Arabidopsis. THE PLANT CELL 2025; 37:koaf023. [PMID: 39899470 PMCID: PMC11827614 DOI: 10.1093/plcell/koaf023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 11/20/2024] [Accepted: 01/22/2025] [Indexed: 02/05/2025]
Abstract
Female gametophyte development initiates from the megaspore mother cell (MMC), and only 1 somatic cell develops into an MMC. Here, we report that the balance between DNA methylation and demethylation ensures the maintenance of a single MMC in Arabidopsis (Arabidopsis thaliana). Surprisingly, a decrease or an increase of all 3 DNA methylation types (mCG, mCHG, and mCHH) caused abnormal enlargement of MMC-like cells and re-balancing DNA methylation rescued the enlarged MMC-like cells in the mutants of regulators for DNA methylation and demethylation. Systematic quantification of DNA methylation at the single-cell level demonstrated that mCHH levels begin to decrease from the central precursor MMC, preceding expression of the MMC marker KNUCKLES(KNU). Disrupting the regulation of DNA methylation caused the mCHH levels to become similar in the MMC and its neighboring cells, and these neighbors usually developed into MMC-like cells. Levels of the de novo DNA methyltransferase DOMAINS REARRANGED METHYLTRANSFERASE2 (DRM2) in the precursor MMC decreased before KNU expression, but the levels of the DNA glycosylase DEMETER decreased after KNU expression. Re-introduction of DRM2 or knockdown of DEMETER specifically in neighboring cells rescued the defects in drm1 drm2 double mutants. Collectively, our findings demonstrate that the balance of DNA methylation, rather than total methylation levels, facilitates maintenance of a single MMC.
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Affiliation(s)
- Ting Jiang
- State Key Laboratory of Genetic Engineering, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai 200438, China
| | - Lei Li
- State Key Laboratory of Genetic Engineering, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai 200438, China
| | - Qianqian Hu
- State Key Laboratory of Genetic Engineering, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai 200438, China
| | - Xianyu Kuang
- Beijing International Center for Mathematical Research, Center for Quantitative Biology, Peking University, Beijing 100871, China
| | - Lei Zhang
- Beijing International Center for Mathematical Research, Center for Quantitative Biology, Peking University, Beijing 100871, China
| | - Wenjie Zeng
- Shanghai Center for Plant Stress Biology, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Daisuke Miki
- Shanghai Center for Plant Stress Biology, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Binglian Zheng
- State Key Laboratory of Genetic Engineering, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai 200438, China
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Wang Y, Li X, Qiu H, Chen R, Xiong A, Xu Z, Miao W, Chen R, Wang P, Hou X, Yu H, Yang B, Yang S, Suo H, Zou X, Liu Z, Ou L. The MADS-RIPENING INHIBITOR-DIVARICATA1 module regulates carotenoid biosynthesis in nonclimacteric Capsicum fruits. PLANT PHYSIOLOGY 2025; 197:kiaf013. [PMID: 39797909 DOI: 10.1093/plphys/kiaf013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 11/18/2024] [Accepted: 11/19/2024] [Indexed: 01/13/2025]
Abstract
Carotenoids play indispensable roles in the ripening process of fleshy fruits. Capsanthin is a widely distributed and utilized natural red carotenoid. However, the regulatory genes involved in capsanthin biosynthesis remain insufficient. Here, we identified the MADS-box transcription factor RIPENING INHIBITOR (MADS-RIN) in pepper (Capsicum annuum), which regulates ripening in climacteric tomato (Solanum lycopersicum) fruits, using weighted gene co-expression network analysis. We found MADS-RIN can directly bind to the promoters of carotenoid biosynthetic genes phytoene synthase 1 (PSY1) and capsanthin/capsorubin synthase (CCS) and the promoter of DIVARICATA1 to activate their expression, thereby regulating carotenoid biosynthesis directly or indirectly. The physical interaction between MADS-RIN and DIVARICATA1 enhances the transactivation effect on PSY1 and CCS. The self-transactivation of MADS-RIN demonstrates its capability to expedite the above process under specific conditions. Interestingly, chromatin immunoprecipitation sequencing assays revealed consistency and divergence of potential targets of MADS-RIN in climacteric tomato and nonclimacteric pepper fruits, suggesting potential conservation and variation of MADS-RIN in regulating ripening and carotenoid metabolism. The present study illustrates the regulatory mechanism of the MADS-RIN-DIVARICATA1 module in capsanthin biosynthesis in pepper, providing targets for breeding high-quality peppers. These findings enrich our understanding of the regulatory network of carotenoid biosynthesis and offer insights into the complex mechanisms of MADS-RIN in climacteric/nonclimacteric fruit ripening and carotenoid biosynthesis.
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Affiliation(s)
- Yinggang Wang
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- College of Horticulture, Nanjing Agricultural University, 1 Weigang, Nanjing 210095, China
- Yuelushan Lab, Changsha 410128, China
| | - Xinhui Li
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Yuelushan Lab, Changsha 410128, China
| | - Huixia Qiu
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Yuelushan Lab, Changsha 410128, China
| | - Ruting Chen
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Yuelushan Lab, Changsha 410128, China
| | - Aisheng Xiong
- College of Horticulture, Nanjing Agricultural University, 1 Weigang, Nanjing 210095, China
| | - Zhisheng Xu
- College of Horticulture, Nanjing Agricultural University, 1 Weigang, Nanjing 210095, China
| | - Wu Miao
- Hunan Xiangyan Seed Industry Co., Ltd., Changsha, Hunan 410119, China
| | - Rugang Chen
- College of Horticulture, Northwest A&F University, Yangling 712100, China
| | - Peizhi Wang
- College of Landscape Architecture and Art Design, Hunan Agricultural University, Changsha 410125, China
| | - Xilin Hou
- College of Horticulture, Nanjing Agricultural University, 1 Weigang, Nanjing 210095, China
| | - Huiyang Yu
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Yuelushan Lab, Changsha 410128, China
| | - Bozhi Yang
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Yuelushan Lab, Changsha 410128, China
| | - Sha Yang
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Yuelushan Lab, Changsha 410128, China
| | - Huan Suo
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Yuelushan Lab, Changsha 410128, China
| | - Xuexiao Zou
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- College of Horticulture, Nanjing Agricultural University, 1 Weigang, Nanjing 210095, China
- Yuelushan Lab, Changsha 410128, China
| | - Zhoubin Liu
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Yuelushan Lab, Changsha 410128, China
| | - Lijun Ou
- Key Laboratory for Vegetable Biology of Hunan Province, Engineering Research Center for Horticultural Crop Germplasm Creation and New Variety Breeding, Ministry of Education, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Yuelushan Lab, Changsha 410128, China
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10
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Wang P, Wang G, Li H, Yuan Y, Chen H, Wang S, Sun Z, Meng F, Li Y, Yang F, Wang J, Chen K, Qiu M. Nicotinamide N-methyltransferase negatively regulates metastasis-promoting property of cancer-associated fibroblasts in lung adenocarcinoma. Cancer Commun (Lond) 2025; 45:110-137. [PMID: 39623600 PMCID: PMC11833673 DOI: 10.1002/cac2.12633] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 11/08/2024] [Accepted: 11/14/2024] [Indexed: 02/19/2025] Open
Abstract
BACKGROUND Recurrence and metastasis remain significant challenges in lung adenocarcinoma (LUAD) after radical resection. The mechanisms behind the recurrence and metastasis of LUAD remain elusive, and deregulated cellular metabolism is suspected to play a significant role. This study explores the metabolic and epigenetic regulation mediated by nicotinamide N-methyl transferase (NNMT) in LUAD. METHODS Untargeted metabolomic analyses were performed to detect metabolism irregularities. Single-cell RNA sequencing (RNA-seq) databases and multiplex immunofluorescence analysis were used to identify the location of NNMT within the tumor microenvironment. The biological functions of NNMT were investigated both in vitro and in vivo, with RNA-seq and chromatin immunoprecipitation-PCR providing insights into underlying mechanisms. Finally, single-cell RNA-seq data and immunohistochemistry of primary tumors were analyzed to validate the main findings. RESULTS Untargeted metabolomic analyses revealed metabolic aberrations in amino acids, organic acids, lipids, and nicotinamide pathways, which are linked to metastasis of non-small cell lung cancer. NNMT is a key enzyme in nicotinamide metabolism, and we found the bulk tissue mRNA level of NNMT gene was inversely associated with LUAD metastasis. NNMT was proved to be predominantly expressed in cancer-associated fibroblasts (CAFs) within the stromal regions of LUAD, and a low stromal NNMT expression was identified as a predictor of poor disease-free survival following radical resection of LUAD. The isolation and primary culture of CAFs from LUAD enabled in vitro and in vivo experiments, which confirmed that NNMT negatively regulated the metastasis-promoting properties of CAFs in LUAD. Mechanistically, the downregulation of NNMT led to an increase in intracellular methyl groups by reducing the activity of the methionine cycle, resulting in heightened methylation at H3K4me3. This alteration triggered the upregulation of genes involved in extracellular matrix remodeling in CAFs, including those encoding collagens, integrins, laminins, and matrix metalloproteinases, thereby facilitating cancer cell invasion and metastasis. Reanalysis of single-cell RNA-seq data and immunohistochemistry assays of primary LUAD tissues substantiated NNMT's negative regulation of these genes in CAFs. CONCLUSIONS This study provides novel insights into the metabolic and epigenetic regulatory functions of NNMT in CAFs, expanding the current understanding of LUAD metastasis regulation and suggesting potential avenues for future research and therapeutic development.
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Affiliation(s)
- Peiyu Wang
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
- Department of Thoracic SurgeryThe First Affiliated Hospital of Zhengzhou University, ZhengzhouHenanP. R. China
| | - Guangxi Wang
- Department of Pathology, School of Basic Medical SciencesInstitute of Systems Biomedicine, Peking‐Tsinghua Center for Life Sciences, Peking University Health Science CenterBeijingP. R. China
| | - Haoran Li
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
| | - Yuyao Yuan
- Department of Pathology, School of Basic Medical SciencesInstitute of Systems Biomedicine, Peking‐Tsinghua Center for Life Sciences, Peking University Health Science CenterBeijingP. R. China
| | - Haiming Chen
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
| | - Shaodong Wang
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
| | - Zewen Sun
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
| | - Fanjie Meng
- Department of Thoracic Surgery, Beijing Institute of Respiratory Medicine and Beijing Chao Yang HospitalCapital Medical UniversityBeijingP. R. China
| | - Yun Li
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
| | - Fan Yang
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
| | - Jun Wang
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
| | - Kezhong Chen
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
| | - Mantang Qiu
- Department of Thoracic SurgeryPeking University People's HospitalBeijingP. R. China
- Thoracic Oncology InstitutePeking University People's HospitalBeijingP. R. China
- Research Unit of Intelligence Diagnosis and Treatment in Early Non‐small Cell Lung Cancer, Chinese Academy of Medical Sciences, 2021RU002Peking University People's HospitalBeijingP. R. China
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11
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Nilsen AML, Hoarau G, Smolina I, Coyer JA, Boström C, Kopp MEL, Jueterbock A. The methylome of clonal seagrass shoots shows age-associated variation and differentiation of roots from other tissues. Biochim Biophys Acta Gen Subj 2025; 1869:130748. [PMID: 39719185 DOI: 10.1016/j.bbagen.2024.130748] [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: 08/14/2023] [Revised: 09/30/2024] [Accepted: 12/16/2024] [Indexed: 12/26/2024]
Abstract
Factors influencing variance of DNA methylation in vegetatively reproducing plants, both terrestrial plants and aquatic seagrasses, is just beginning to be understood. Improving our knowledge of these mechanisms will increase understanding of transgenerational epigenetics in plant clones, of the relationship between DNA methylation and seagrass development, and of the drivers of epigenetic variation, which may underly acclimation in clonally reproducing plants. Here, we sampled leaves, rhizomes and roots of three physically and spatially separated ramet sections from a clonally propagated field of the seagrass Zostera marina. Using reduced methylome sequencing, we studied variations in the methylome of seagrass Zostera marina between the sampled tissue types and across age groups. Our analysis of ramets of different ages showed variations in methylation between older and younger samples in both specific methylation patterns and global methylation levels. Our analysis of tissue types showed a marked differentiation of the roots from the rhizomes and leaves, which showed more similar methylation patterns. These findings are in agreement with the strong connection of DNA methylation and plant development and tissue differentiation. We also suggest an effect of differential environmental exposures on the methylome of the younger versus the older ramets due to the forming of molecular stress memories.
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Affiliation(s)
- Anne M L Nilsen
- Algal and Microbial Biotechnology Division, Faculty of Biosciences and Aquaculture, Nord University, Universitetsalléen 11, 8026 Bodø, Norway.
| | - Galice Hoarau
- Marine Molecular Ecology Group, Faculty of Biosciences and Aquaculture, Nord University, Universitetsalléen 11, 8026 Bodø, Norway
| | - Irina Smolina
- Marine Molecular Ecology Group, Faculty of Biosciences and Aquaculture, Nord University, Universitetsalléen 11, 8026 Bodø, Norway
| | - James A Coyer
- Shoals Marine Laboratory, University of New Hampshire, Morse Hall, Suite 113, 8 College Road, Durham, NH 03824, USA
| | - Christoffer Boström
- Environmental and Marine Biology, Åbo Akademi University, Henrikinkatu 2, FI-20500 Turku, Finland
| | - Martina E L Kopp
- Marine Molecular Ecology Group, Faculty of Biosciences and Aquaculture, Nord University, Universitetsalléen 11, 8026 Bodø, Norway
| | - Alexander Jueterbock
- Algal and Microbial Biotechnology Division, Faculty of Biosciences and Aquaculture, Nord University, Universitetsalléen 11, 8026 Bodø, Norway
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12
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Chen L, Li X, Liu H, He F, Li M, Long R, Wang X, Kang J, Yang Q. Comprehensive analysis of epigenetic modifications in alfalfa under cadmium stress. JOURNAL OF HAZARDOUS MATERIALS 2025; 482:136545. [PMID: 39577281 DOI: 10.1016/j.jhazmat.2024.136545] [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: 06/04/2024] [Revised: 09/30/2024] [Accepted: 11/15/2024] [Indexed: 11/24/2024]
Abstract
Epigenetics plays an important role in plant growth and development and in environmental adaptation. Alfalfa, an important forage crop, is rich in nutrients. However, little is known about the molecular regulatory mechanisms underlying the response of alfalfa to cadmium (Cd) stress. Here, we performed DNA methylation (5mC), RNA methylation (m6A) and transcriptomic sequencing analyses of alfalfa roots under Cd stress. Whole-genome methylation sequencing and transcriptomic sequencing revealed that Cd stress reduced DNA methylation levels. Moreover, a reduced 5mC methylation level was associated with decreased expression of several DNA methyltransferase genes. Compared with those under normal (CK) conditions, the m6A modification levels under Cd stress were greater and were positively correlated with gene expression in alfalfa roots. We also found a negative correlation between the 5mC level and the m6A level, especially in CG and CHG contexts. In yeast, the overexpression of MsNARMP5 (natural resistance-associated macrophage protein) and MsPCR2 (plant cadmium resistance 2), which are modified by 5mC or m6A, significantly increased Cd stress tolerance. These results provide candidate genes for future studies on the mechanism of Cd stress tolerance in alfalfa roots and valuable information for studying heavy metal stress in alfalfa breeding.
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Affiliation(s)
- Lin Chen
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
| | - Xianyang Li
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Hao Liu
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Fei He
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Mingna Li
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Ruicai Long
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Xue Wang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Junmei Kang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China
| | - Qingchuan Yang
- Institute of Animal Science, Chinese Academy of Agricultural Sciences, Beijing 100193, China.
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13
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Zhang H, Zhu JK. Epigenetic gene regulation in plants and its potential applications in crop improvement. Nat Rev Mol Cell Biol 2025; 26:51-67. [PMID: 39192154 DOI: 10.1038/s41580-024-00769-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/18/2024] [Indexed: 08/29/2024]
Abstract
DNA methylation, also known as 5-methylcytosine, is an epigenetic modification that has crucial functions in plant growth, development and adaptation. The cellular DNA methylation level is tightly regulated by the combined action of DNA methyltransferases and demethylases. Protein complexes involved in the targeting and interpretation of DNA methylation have been identified, revealing intriguing roles of methyl-DNA binding proteins and molecular chaperones. Structural studies and in vitro reconstituted enzymatic systems have provided mechanistic insights into RNA-directed DNA methylation, the main pathway catalysing de novo methylation in plants. A better understanding of the regulatory mechanisms will enable locus-specific manipulation of the DNA methylation status. CRISPR-dCas9-based epigenome editing tools are being developed for this goal. Given that DNA methylation patterns can be stably transmitted through meiosis, and that large phenotypic variations can be contributed by epimutations, epigenome editing holds great promise in crop breeding by creating additional phenotypic variability on the same genetic material.
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Affiliation(s)
- Heng Zhang
- Department of Genetics and Developmental Science, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
| | - Jian-Kang Zhu
- Institute of Advanced Biotechnology and School of Medicine, Southern University of Science and Technology, Shenzhen, China.
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14
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He Y, Zhou J, Lv C, Zhang J, Zhong L, Zhang D, Li P, Xiao L, Quan M, Wang D, Zhang D, Du Q. Binding of PtoRAP2.12 to demethylated and accessible chromatin regions in the PtoGntK promoter stimulates growth of poplar. THE NEW PHYTOLOGIST 2025; 245:232-248. [PMID: 39487606 DOI: 10.1111/nph.20228] [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: 08/10/2024] [Accepted: 10/07/2024] [Indexed: 11/04/2024]
Abstract
DNA methylation is an essential epigenetic modification for gene regulation in plant growth and development. However, the precise mechanisms of DNA methylation remain poorly understood, especially in woody plants. We employed whole-genome bisulfite sequencing (WGBS), assays for transposase-accessible chromatin using sequencing (ATAC-seq), and RNA-Seq to investigate epigenetic regulatory relationships in Populus tomentosa treated with DNA methylation inhibitor 5-azacitidine. Expression-quantitative trait methylation analysis (eQTM), epigenome-wide association study (EWAS), and joint linkage-linkage disequilibrium mapping were used to explore the epigenetic regulatory genes, and using CRISPR/Cas9 to identify the role of candidate genes. Plant developmental abnormalities occurred when DNA methylation levels were substantially reduced. DNA methylation regulated 112 expressed genes via chromatin accessibility, of which 61 genes were significantly influenced by DNA methylation variation at the population level. One DNA methylation-regulated gene, PtoGntK, was located in a major quantitative trait locus (QTL) for poplar growth. Overexpression and CRISPR/Cas9 of PtoGntK revealed it affected poplar height and stem diameter. The PtoRAP2.12 was found to bind to the demethylated accessible region in the PtoGntK promoter, thereby promoting growth in poplar. This study identified key genes with epigenetic regulation for plant growth and provides insights into epigenetic regulation mechanisms in woody plants.
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Affiliation(s)
- Yuling He
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Jiaxuan Zhou
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Chenfei Lv
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Jinhan Zhang
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Leishi Zhong
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Donghai Zhang
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Peng Li
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Liang Xiao
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Mingyang Quan
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Dan Wang
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Deqiang Zhang
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
| | - Qingzhang Du
- State Key Laboratory of Tree Genetics and Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- National Engineering Research Center of Tree Breeding and Ecological Restoration, College of Biological Sciences and Technology, Beijing Forestry University, Beijing, 100083, China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China
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15
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Wang J, Zheng L, Peng Y, Lu Z, Zheng M, Wang Z, Liu J, He Y, Luo J. ZmKTF1 promotes salt tolerance by mediating RNA-directed DNA methylation in maize. THE NEW PHYTOLOGIST 2025; 245:200-214. [PMID: 39456131 DOI: 10.1111/nph.20225] [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: 06/18/2024] [Accepted: 10/05/2024] [Indexed: 10/28/2024]
Abstract
The epigenetic process of RNA-directed DNA methylation (RdDM) regulates the expression of genes and transposons. However, little is known about the involvement of RdDM in the response of maize (Zea mays) to salt stress. Here, we isolated a salt-sensitive maize mutant and cloned the underlying gene, which encodes KOW DOMAIN-CONTAINING TRANSCRIPTION FACTOR1 (KTF1), an essential component of the RdDM pathway. Evolutionary analysis identified two homologs of KTF1 (ZmKTF1A and ZmKTF1B) with highly similar expression patterns. Whole-genome bisulfite sequencing revealed that mutations in ZmKTF1 substantially decrease genome-wide CHH (H = A, C, or T) methylation levels. Moreover, our findings suggest that ZmKTF1-mediated DNA methylation regulates the expression of multiple key genes involved in oxidoreductase activity upon exposure to salt, concomitant with increased levels of reactive oxygen species. In addition, insertion-deletion mutations (InDels) in the promoter of ZmKTF1 affect its expression, thereby altering Na+ concentrations in seedlings in a natural maize population. Therefore, ZmKTF1 might represent an untapped epigenetic resource for improving salt tolerance in maize. Overall, our work demonstrates the critical role of ZmKTF1 involved in the RdDM pathway in maize salt tolerance.
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Affiliation(s)
- Jinyu Wang
- State Key Laboratory of Maize Bio-Breeding, National Maize Improvement Center, China Agricultural University, Beijing, 100094, China
| | - Leiming Zheng
- State Key Laboratory of Maize Bio-Breeding, National Maize Improvement Center, China Agricultural University, Beijing, 100094, China
| | - Yexiang Peng
- State Key Laboratory of Maize Bio-Breeding, National Maize Improvement Center, China Agricultural University, Beijing, 100094, China
| | - Zizheng Lu
- State Key Laboratory of Maize Bio-Breeding, National Maize Improvement Center, China Agricultural University, Beijing, 100094, China
| | - Minghui Zheng
- State Key Laboratory of Maize Bio-Breeding, National Maize Improvement Center, China Agricultural University, Beijing, 100094, China
| | - Zi Wang
- Key Laboratory of Seed Innovation, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Juan Liu
- Key Laboratory of Seed Innovation, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Yan He
- State Key Laboratory of Maize Bio-Breeding, National Maize Improvement Center, China Agricultural University, Beijing, 100094, China
- Key Laboratory of Seed Innovation, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Jinhong Luo
- Key Laboratory of Seed Innovation, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
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16
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Du K, Wu J, Wang J, Xie W, Yin L, Li X, Li C, Dong A. The chromatin remodeling factor OsINO80 promotes H3K27me3 and H3K9me2 deposition and maintains TE silencing in rice. Nat Commun 2024; 15:10919. [PMID: 39738209 DOI: 10.1038/s41467-024-55387-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 12/05/2024] [Indexed: 01/01/2025] Open
Abstract
The INO80 chromatin remodeling complex plays a critical role in shaping the dynamic chromatin environment. The diverse functions of the evolutionarily conserved INO80 complex have been widely reported. However, the role of INO80 in modulating the histone variant H2A.Z is controversial. Moreover, whether INO80 helps regulate heterochromatin remains unknown. Here, we characterize the regulatory effects of OsINO80 on protein-coding genes and transposable elements (TEs) in rice. Upon OsINO80 overexpression in rice, we found three types of OsINO80-occupied regions with different chromatin signatures: type I (enriched with H2A.Z), type II (enriched with H3K9me2), and type III (deficient in H2A.Z/H3K9me2). Loss of OsINO80 results in a decrease in H3K27me3, but not H2A.Z, at type I regions as well as a decrease in H3K9me2 at type II regions, which correlates with TE activation and transposition. Our findings reveal that OsINO80 facilitates H3K27me3 establishment, promotes H3K9me2 deposition, and maintains TE silencing.
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Affiliation(s)
- Kangxi Du
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, PR China
- State Key Laboratory of Crop Gene Exploration and Utilization in Southwest China, Rice Research Institute, Sichuan Agricultural University, Chengdu, PR China
| | - Jiabing Wu
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, PR China
| | - Jiachen Wang
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, PR China
| | - Wenhao Xie
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, PR China
| | - Liufan Yin
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, PR China
| | - Xiang Li
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, PR China
| | - Chao Li
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, PR China
| | - Aiwu Dong
- State Key Laboratory of Genetic Engineering, Collaborative Innovation Center of Genetics and Development, Department of Biochemistry, Institute of Plant Biology, School of Life Sciences, Fudan University, Shanghai, PR China.
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17
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Lu J, Yang L, Yang X, Chen B, Liu Z. Investigating the clinical significance of OAS family genes in breast cancer: an in vitro and in silico study. Hereditas 2024; 161:50. [PMID: 39633486 PMCID: PMC11619215 DOI: 10.1186/s41065-024-00353-9] [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: 09/17/2024] [Accepted: 11/22/2024] [Indexed: 12/07/2024] Open
Abstract
BACKGROUND Breast cancer is the most common malignancy among women worldwide, characterized by complex molecular and cellular heterogeneity. Despite advances in diagnosis and treatment, there is an urgent need to identify reliable biomarkers and therapeutic targets to improve early detection and personalized therapy. The OAS (2'-5'-oligoadenylate synthetase) family genes, known for their roles in antiviral immunity, have emerged as potential regulators in cancer biology. This study aimed to explore the diagnostic and functional relevance of OAS family genes in breast cancer. METHODOLOGY Breast cancer cell lines and controls were cultured under specific conditions, and DNA and RNA were extracted for downstream analyses. RT-qPCR, bisulfite sequencing, and Western blotting were employed to assess gene expression, promoter methylation, and knockdown efficiency of OAS family genes. Functional assays, including CCK-8, colony formation, and wound healing, evaluated cellular behaviors, while bioinformatics tools (UALCAN, GEPIA, HPA, OncoDB, cBioPortal, and others) validated findings and explored correlations with clinical data. RESULTS The OAS family genes (OAS1, OAS2, OAS3, and OASL) were found to be significantly upregulated in breast cancer cell lines and tissues compared to normal controls. This overexpression was strongly associated with reduced promoter methylation. Receiver operating characteristic (ROC) analysis demonstrated high diagnostic accuracy, with area under the curve (AUC) values exceeding 0.93 for all four genes. Increased OAS expression correlated with advanced cancer stages and poor overall survival in breast cancer patients. Functional analysis revealed their involvement in critical biological processes, including immune modulation and oncogenic pathways. Silencing OAS genes in breast cancer cells significantly inhibited cell proliferation and colony formation, while unexpectedly enhancing migratory capacity. Additionally, correlations with immune cell infiltration, molecular subtypes, and drug sensitivity highlighted their potential roles in the tumor microenvironment and therapeutic response. CONCLUSION The findings of this study established OAS family genes as potential biomarkers and key players in breast cancer progression, offering promise as diagnostic biomarkers and therapeutic targets to address unmet clinical needs.
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Affiliation(s)
- Jinjun Lu
- Department of General Surgery, Nantong Haimen People's Hospital, NanTong, JiangSu, 226100, China
| | - Lu Yang
- Department of Clinical Laboratory, Chongqing University Cancer Hospital, Chongqing, 400030, China
| | - Xinghai Yang
- Department of General Surgery, Nantong Haimen People's Hospital, NanTong, JiangSu, 226100, China
| | - Bin Chen
- Department of General Surgery, Nantong Haimen People's Hospital, NanTong, JiangSu, 226100, China
| | - Zheqi Liu
- Department of TCM Gynecology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang, 310000, China.
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18
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Trasser M, Bohl-Viallefond G, Barragán-Borrero V, Diezma-Navas L, Loncsek L, Nordborg M, Marí-Ordóñez A. PTGS is dispensable for the initiation of epigenetic silencing of an active transposon in Arabidopsis. EMBO Rep 2024; 25:5780-5809. [PMID: 39511423 PMCID: PMC11624286 DOI: 10.1038/s44319-024-00304-5] [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: 05/27/2024] [Revised: 10/09/2024] [Accepted: 10/21/2024] [Indexed: 11/15/2024] Open
Abstract
Transposable elements (TEs) are repressed in plants through transcriptional gene silencing (TGS), maintained epigenetic silencing marks such as DNA methylation. However, the mechanisms by which silencing is first installed remain poorly understood in plants. Small interfering (si)RNAs and post-transcriptional gene silencing (PTGS) are believed to mediate the initiation of TGS by guiding the first deposition of DNA methylation. To determine how this silencing installation works, we took advantage of ÉVADÉ (EVD), an endogenous retroelement in Arabidopsis, able to recapitulate true de novo silencing with a sequence of PTGS followed by a TGS. To test whether PTGS is required for TGS, we introduce active EVD into RNA-DEPENDENT-RNA-POLYMERASE-6 (RDR6) mutants, an essential PTGS component. EVD activity and silencing are monitored across several generations. In the absence of PTGS, silencing of EVD is still achieved through installation of RNA-directed DNA methylation (RdDM). Our study shows that PTGS is dispensable for de novo EVD silencing. Although we cannot rule out that PTGS might facilitate TGS, or control TE activity, initiation of epigenetic silencing can take place in its absence.
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Affiliation(s)
- Marieke Trasser
- Gregor Mendel Institute of Molecular Plant Biology (GMI) of the Austrian Academy of Sciences, Vienna, 1030, Austria
- Vienna BioCenter PhD Program, Doctoral School of the University of Vienna and Medical University of Vienna, Vienna, Austria
- Howard Hughes Medical Institute, Cold Spring Harbor Laboratory, 1 Bungtown Rd, Cold Spring Harbor, NY, 11724, USA
| | - Grégoire Bohl-Viallefond
- Gregor Mendel Institute of Molecular Plant Biology (GMI) of the Austrian Academy of Sciences, Vienna, 1030, Austria
| | - Verónica Barragán-Borrero
- Gregor Mendel Institute of Molecular Plant Biology (GMI) of the Austrian Academy of Sciences, Vienna, 1030, Austria
| | - Laura Diezma-Navas
- Gregor Mendel Institute of Molecular Plant Biology (GMI) of the Austrian Academy of Sciences, Vienna, 1030, Austria
| | - Lukas Loncsek
- Gregor Mendel Institute of Molecular Plant Biology (GMI) of the Austrian Academy of Sciences, Vienna, 1030, Austria
| | - Magnus Nordborg
- Gregor Mendel Institute of Molecular Plant Biology (GMI) of the Austrian Academy of Sciences, Vienna, 1030, Austria
| | - Arturo Marí-Ordóñez
- Gregor Mendel Institute of Molecular Plant Biology (GMI) of the Austrian Academy of Sciences, Vienna, 1030, Austria.
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19
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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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20
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Chai J, Gu X, Song P, Zhao X, Gao Y, Wang H, Zhang Q, Cai T, Liu Y, Li X, Song T, Zhu Z. Histone demethylase JMJ713 interaction with JMJ708 modulating H3K36me2, enhances rice heat tolerance through promoting hydrogen peroxide scavenging. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2024; 217:109284. [PMID: 39536507 DOI: 10.1016/j.plaphy.2024.109284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 10/28/2024] [Accepted: 11/07/2024] [Indexed: 11/16/2024]
Abstract
The Earth is currently undergoing rapid warming cause of the accumulation in greenhouse gas emissions into the atmosphere and the consequent rise in global temperatures. High temperatures can bring the effects on rice development and growth and thereby decrease rice yield. In this study, we have identified that both JMJ713 and JMJ708 possess distinct histone demethylase activities. Specifically, JMJ713 modulates the levels of H3K36me2 while JMJ708 alters H3K9me3. Additionally, we have observed an interaction between JMJ713 and JMJ708, which collectively modify the level of H3K36me2. Furthermore, our findings demonstrate that JMJ713 plays an essential role to heat stress responses in rice (Oryza sativa). The overexpression of JMJ713 enhances heat tolerance in rice, whereas JMJ713 RNA interference rice lines exhibit increased sensitivity to heat. Further investigations revealed that overexpression of JMJ713 activated catalase (CAT) and peroxidase (POD) activities by mitigating excessive accumulation of reactive oxygen species (ROS) caused by heat stress. Interestingly, the setting rates of JMJ713 RNA interference lines decreased in comparing to wild-type, indicating that JMJ713 might play a crucial role in the rice seed development stage as well. Collectively, this study not only highlights JMJ713 is involved in heat stress responses but also provides insights into the conserved Fe(Ⅱ) and α-ketoglutarate (KG) binding residues are crucial for the demethylase activity of JMJ713, as well as JMJ713 interacts with JMJ708 to jointly regulate the levels of H3K36me2.
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Affiliation(s)
- Jiaxin Chai
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Xiangyang Gu
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Pengyu Song
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Xinzhou Zhao
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Yingjie Gao
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Haiqi Wang
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Qian Zhang
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Tingting Cai
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Yutong Liu
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Xiaoting Li
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China
| | - Tao Song
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-products, Zhejiang Academy of Agricultural Sciences, Hangzhou, 310004, Zhejiang, China.
| | - Zhengge Zhu
- Key Laboratory of Molecular and Cellular Biology of Ministry of Education, Hebei Research Center of the Basic Discipline of Cell Biology, Hebei Collaboration Innovation Center for Cell Signaling and Environmental Adaptation, Hebei Key Laboratory of Molecular and Cellular Biology, College of Life Sciences, Hebei Normal University, Shijiazhuang, 050024, China.
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21
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Yan X, Qi Y, Yao X, Yin L, Wang H, Fu J, Wan G, Gao Y, Zhou N, Ye X, Liu X, Chen X. N6-methyladenosine regulators in hepatocellular carcinoma: investigating the precise definition and clinical applications of biomarkers. Biol Direct 2024; 19:103. [PMID: 39511687 PMCID: PMC11542411 DOI: 10.1186/s13062-024-00554-2] [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: 08/30/2024] [Accepted: 10/28/2024] [Indexed: 11/15/2024] Open
Abstract
BACKGROUND Accurately identifying effective biomarkers and translating them into clinical practice have significant implications for improving clinical outcomes in hepatocellular carcinoma (HCC). In this study, our objective is to explore appropriate methods to improve the accuracy of biomarker identification and investigate their clinical value. METHODS Concentrating on the N6-methyladenosine (m6A) modification regulators, we utilized dozens of multi-omics HCC datasets to analyze the expression patterns and genetic features of m6A regulators. Through the integration of big data analysis with function experiments, we have redefined the biological roles of m6A regulators in HCC. Based on the key regulators, we constructed m6A risk models and explored their clinical value in estimating prognosis and guiding personalized therapy for HCC. RESULTS Most m6A regulators exhibit abnormal expression in HCC, and their expression is influenced by copy number variations (CNV) and DNA methylation. Large-scale data analysis has revealed the biological roles of many key m6A regulators, and these findings are well consistent with experimental results. The m6A risk models offer significant prognostic value. Moreover, they assist in reassessing the therapeutic potential of drugs such as sorafenib, gemcitabine, CTLA4 and PD1 blockers in HCC. CONCLUSIONS Our findings suggest that the mutual validation of big data analysis and functional experiments may facilitate the precise identification and definition of biomarkers, and our m6A risk models may have the potential to guide personalized chemotherapy, targeted treatment, and immunotherapy decisions in HCC.
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Affiliation(s)
- Xiaokai Yan
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Yao Qi
- Shanghai Molecular Medicine Engineering Technology Research Center, Shanghai, 201203, China
- Shanghai National Engineering Research Center of Biochip, Shanghai, 201203, China
| | - Xinyue Yao
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Lulu Yin
- Department of Nursing, The People's Hospital of Suiyang, Zunyi, China
| | - Hao Wang
- Department of Surgery, The People's Hospital of Suiyang, Zunyi, China
| | - Ji Fu
- Department of Surgery, Suiyang County Traditional Chinese Medicine Hospital, Zunyi, China
| | - Guo Wan
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Yanqun Gao
- Department of Internal Medicine, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Nanjing Zhou
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Xinxin Ye
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, China
| | - Xiao Liu
- Department of Oncology, The Second Affiliated Hospital of Zunyi Medical University, Zunyi, China.
| | - Xing Chen
- Department of Hepatopancreatobiliary Surgery, Hangzhou Institute of Medicine (HIM), Zhejiang Cancer Hospital, Chinese Academy of Sciences, Hangzhou, Zhejiang, 310022, China.
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22
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Zhang J, Liu J, Qiao L, Zhang Q, Hu J, Zhang CY. Recent Advance in Single-Molecule Fluorescent Biosensors for Tumor Biomarker Detection. BIOSENSORS 2024; 14:540. [PMID: 39589999 PMCID: PMC11591580 DOI: 10.3390/bios14110540] [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: 09/29/2024] [Revised: 11/02/2024] [Accepted: 11/05/2024] [Indexed: 11/28/2024]
Abstract
The construction of biosensors for specific, sensitive, and rapid detection of tumor biomarkers significantly contributes to biomedical research and early cancer diagnosis. However, conventional assays often involve large sample consumption and poor sensitivity, limiting their further application in real samples. In recent years, single-molecule biosensing has emerged as a robust tool for detecting and characterizing biomarkers due to its unique advantages including simplicity, low sample consumption, ultra-high sensitivity, and rapid assay time. This review summarizes the recent advances in the construction of single-molecule biosensors for the measurement of various tumor biomarkers, including DNAs, DNA modifications, RNAs, and enzymes. We give a comprehensive review about the working principles and practical applications of these single-molecule biosensors. Additionally, we discuss the challenges and limitations of current single-molecule biosensors, and highlight the future directions.
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Affiliation(s)
- Jie Zhang
- School of Chemistry and Chemical Engineering, State Key Laboratory of Digital Medical Engineering, Southeast University, Nanjing 211189, China (C.-y.Z.)
| | - Jiawen Liu
- College of Chemistry, Chemical Engineering and Materials Science, Shandong Normal University, Jinan 250014, China
| | - Lixue Qiao
- College of Chemistry, Chemical Engineering and Materials Science, Shandong Normal University, Jinan 250014, China
| | - Qian Zhang
- School of Chemistry and Materials Science, Ludong University, Yantai 264025, China
| | - Juan Hu
- School of Chemistry and Chemical Engineering, State Key Laboratory of Digital Medical Engineering, Southeast University, Nanjing 211189, China (C.-y.Z.)
| | - Chun-yang Zhang
- School of Chemistry and Chemical Engineering, State Key Laboratory of Digital Medical Engineering, Southeast University, Nanjing 211189, China (C.-y.Z.)
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23
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Zhao M, Guo J, Chen Z, Wang F. A disposable electrochemical magnetic immunosensor for the rapid and sensitive detection of 5-formylcytosine and 5-carboxylcytosine in DNA. Biosens Bioelectron 2024; 262:116547. [PMID: 38968775 DOI: 10.1016/j.bios.2024.116547] [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: 03/21/2024] [Revised: 05/28/2024] [Accepted: 07/01/2024] [Indexed: 07/07/2024]
Abstract
5-formylcytosine (5 fC) and 5-carboxylcytosine (5caC) serve as key intermediates in DNA demethylation process with significant implications for gene regulation and disease progression. In this study, we introduce a novel electrochemical sensing platform specifically designed for the sensitive and selective detection of 5 fC and 5caC in DNA. Protein A-modified magnetic beads (ProtA-MBs) coupled with specific antibodies facilitate the immunorecognition and enrichment of these modified bases. Signal amplification is achieved through several chemical reactions involving the interaction between N3-kethonaxl and guanine, copper-free click chemistry for the attachment of dibenzocyclooctyne (DBCO)-Biotin, and the subsequent recognition by streptavidin-conjugated horseradish peroxidase (SA-HRP). The assay's readout is performed on a disposable laser-induced graphene (LIG) electrode, modified with the bead-antibody-DNA complex in a magnetic field, and analyzed using differential pulse voltammetry in a system employing hydroquinone (HQ) as the redox mediator and H2O2 as the substrate. This immunosensor displayed excellent sensitivity, with detection limits of 14.8 fM for 5 fC across a 0.1-1000 pM linear range and 87.4 fM for 5caC across a 0.5-5000 pM linear range, and maintained high selectivity even in the presence of interferences from other DNA modifications. Successful application in quantifying 5 fC and 5caC in genomic DNA from cell extracts, with recovery rates between 97.7% to 102.9%, underscores its potential for clinical diagnostics. N3-kethoxal was used for the first time in an electrochemical sensor. This work not only broadens the toolkit for detecting DNA modifications but also provides a fresh impetus for the development of point-of-care testing (POCT) technologies.
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Affiliation(s)
- Mei Zhao
- School of Pharmaceutical Sciences, Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (MOE), Wuhan University, Wuhan, 430071, China
| | - Jingyi Guo
- School of Pharmaceutical Sciences, Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (MOE), Wuhan University, Wuhan, 430071, China
| | - Zilin Chen
- School of Pharmaceutical Sciences, Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (MOE), Wuhan University, Wuhan, 430071, China
| | - Fang Wang
- School of Pharmaceutical Sciences, Key Laboratory of Combinatorial Biosynthesis and Drug Discovery (MOE), Wuhan University, Wuhan, 430071, China.
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24
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Royle JW, Hurwood D, Sadowski P, Dudley KJ. Non-CG DNA methylation marks the transition from pupa to adult in Helicoverpa armigera. INSECT MOLECULAR BIOLOGY 2024; 33:493-502. [PMID: 38668923 DOI: 10.1111/imb.12917] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 04/10/2024] [Indexed: 08/20/2024]
Abstract
DNA methylation in insects is generally low in abundance, and its role is not well understood. It is often localised in protein coding regions and associated with the expression of 'housekeeping' genes. Few studies have explored DNA methylation dynamics during lifecycle stage transitions in holometabolous (metamorphosing) insects. Using targeted mass spectrometry, we have found a significant difference in global DNA methylation levels between larvae, pupae and adults of Helicoverpa armigera (Lepidoptera: Noctuidae) Hübner, a polyphagous pest of agricultural importance. Whole-genome bisulfite sequencing confirmed these observations and pointed to non-CG context being the primary explanation for the difference observed between pupa and adult. Non-CG methylation was enriched in genes specific to various signalling pathways (Hippo signalling, Hedgehog signalling and mitogen-activated protein kinase (MAPK) signalling) and ATP-dependent chromatin remodelling. Understanding the function of this epigenetic mark could be a target in future studies focusing on integrated pest management.
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Affiliation(s)
- Jack W Royle
- School of Biology and Environmental Science, Queensland University of Technology, Brisbane, Queensland, Australia
| | - David Hurwood
- School of Biology and Environmental Science, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Pawel Sadowski
- School of Biology and Environmental Science, Queensland University of Technology, Brisbane, Queensland, Australia
- Central Analytical Research Facility, Queensland University of Technology, Brisbane, Queensland, Australia
| | - Kevin J Dudley
- School of Biology and Environmental Science, Queensland University of Technology, Brisbane, Queensland, Australia
- Central Analytical Research Facility, Queensland University of Technology, Brisbane, Queensland, Australia
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25
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Frost JM, Rhee JH, Choi Y. Dynamics of DNA methylation and its impact on plant embryogenesis. CURRENT OPINION IN PLANT BIOLOGY 2024; 81:102593. [PMID: 38941722 DOI: 10.1016/j.pbi.2024.102593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 06/08/2024] [Accepted: 06/09/2024] [Indexed: 06/30/2024]
Abstract
Flowering plants exhibit unique DNA methylation dynamics during development. Particular attention can be focused on seed development and the embryo, which represents the starting point of the sporophytic life cycle. A build-up of CHH methylation is now recognized as highly characteristic of embryo development. This process is thought to occur in order to silence potentially harmful transposable element expression, though roles in promoting seed dormancy and dessication tolerance have also been revealed. Recent studies show that increased CHH methylation in embryos inhabits both novel loci, unmethylated elsewhere in the plant, as well as shared loci, exhibiting more dense methylation. The role of DNA methylation in cis-regulatory gene regulation in plants is less well established compared to mammals, and here we discuss both transposable element regulation and the potential role of DNA methylation in dynamic gene expression.
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Affiliation(s)
- Jennifer M Frost
- Medical and Molecular Genetics, King's College London, St Thomas' Street, London SE1 9RT, UK.
| | - Ji Hoon Rhee
- Department of Biological Sciences, Seoul National University, Seoul, South Korea; Research Center for Plant Plasticity, Seoul National University, Seoul, South Korea
| | - Yeonhee Choi
- Department of Biological Sciences, Seoul National University, Seoul, South Korea; Research Center for Plant Plasticity, Seoul National University, Seoul, South Korea.
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26
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Zanetti ME, Blanco F, Ferrari M, Ariel F, Benoit M, Niebel A, Crespi M. Epigenetic control during root development and symbiosis. PLANT PHYSIOLOGY 2024; 196:697-710. [PMID: 38865442 DOI: 10.1093/plphys/kiae333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 05/02/2024] [Accepted: 05/24/2024] [Indexed: 06/14/2024]
Abstract
The roots of plants play multiple functions that are essential for growth and development, including anchoring to the soil as well as water and nutrient acquisition. These underground organs exhibit the plasticity to modify their root system architecture in response to environmental cues, allowing adaptation to change in water and nutrient availability. In addition, roots enter in mutualistic interactions with soil microorganisms, for example, the root nodule symbiosis (RNS) established between a limited group of plants and nitrogen-fixing soil bacteria and the arbuscular mycorrhiza symbiosis involving most land plants and fungi of the Glomeromycetes phylum. In the past 20 years, genetic approaches allowed the identification and functional characterization of genes required for the specific programs of root development, root nodule, and arbuscular mycorrhiza symbioses. These genetic studies provided evidence that the program of the RNS recruited components of the arbuscular mycorrhiza symbiosis and the root developmental programs. The execution of these programs is strongly influenced by epigenetic changes-DNA methylation and histone post-translational modifications-that alter chromatin conformation modifying the expression of key genes. In this review, we summarize recent advances that highlight how DNA methylation and histone post-translational modifications, as well as chromatin remodeling factors and long noncoding RNAs, shape the root system architecture and allow the successful establishment of both root nodule and arbuscular mycorrhiza symbioses. We anticipate that the analysis of dynamic epigenetic changes and chromatin 3D structure in specific single cells or tissue types of root organs will illuminate our understanding of how root developmental and symbiotic programs are orchestrated, opening exciting questions and new perspectives to modulate agronomical and ecological traits linked to nutrient acquisition.
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Affiliation(s)
- María Eugenia Zanetti
- Instituto de Biotecnología y Biología Molecular, Facultad de Ciencias Exactas, Universidad Nacional de La Plata and Centro Científico y Tecnológico-La Plata, Consejo Nacional de Investigaciones Científicas y Técnicas, La Plata 1900, Argentina
| | - Flavio Blanco
- Instituto de Biotecnología y Biología Molecular, Facultad de Ciencias Exactas, Universidad Nacional de La Plata and Centro Científico y Tecnológico-La Plata, Consejo Nacional de Investigaciones Científicas y Técnicas, La Plata 1900, Argentina
| | - Milagros Ferrari
- Instituto de Biotecnología y Biología Molecular, Facultad de Ciencias Exactas, Universidad Nacional de La Plata and Centro Científico y Tecnológico-La Plata, Consejo Nacional de Investigaciones Científicas y Técnicas, La Plata 1900, Argentina
| | - Federico Ariel
- Instituto de Fisiología, Biología Molecular y Neurociencias (IFIBYNE), Universidad de Buenos Aires (UBA), Facultad de Ciencias Exactas y Naturales, and Consejo Nacional de Investigaciones Científicas y Técnicas CONICET, Buenos Aires C1428EGA, Argentina
| | - Matthias Benoit
- Laboratoire des Interactions Plantes-Microorganismes (LIPME), INRAE, CNRS, Université de Toulouse, INRAE, CNRS, Castanet-Tolosan 31326, France
| | - Andreas Niebel
- Laboratoire des Interactions Plantes-Microorganismes (LIPME), INRAE, CNRS, Université de Toulouse, INRAE, CNRS, Castanet-Tolosan 31326, France
| | - Martin Crespi
- Université Paris-Saclay, CNRS, INRAE, Université Evry, Institute of Plant Sciences Paris-Saclay (IPS2), Gif sur Yvette 91190, France
- Université Paris Cité, Institute of Plant Sciences Paris-Saclay (IPS2), Gif sur Yvette 91190, France
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Yu X, Xu J, Song B, Zhu R, Liu J, Liu YF, Ma YJ. The role of epigenetics in women's reproductive health: the impact of environmental factors. Front Endocrinol (Lausanne) 2024; 15:1399757. [PMID: 39345884 PMCID: PMC11427273 DOI: 10.3389/fendo.2024.1399757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Accepted: 08/28/2024] [Indexed: 10/01/2024] Open
Abstract
This paper explores the significant role of epigenetics in women's reproductive health, focusing on the impact of environmental factors. It highlights the crucial link between epigenetic modifications-such as DNA methylation and histones post-translational modifications-and reproductive health issues, including infertility and pregnancy complications. The paper reviews the influence of pollutants like PM2.5, heavy metals, and endocrine disruptors on gene expression through epigenetic mechanisms, emphasizing the need for understanding how dietary, lifestyle choices, and exposure to chemicals affect gene expression and reproductive health. Future research directions include deeper investigation into epigenetics in female reproductive health and leveraging gene editing to mitigate epigenetic changes for improving IVF success rates and managing reproductive disorders.
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Affiliation(s)
- Xinru Yu
- College Of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Jiawei Xu
- College Of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine School, Jinan, Shandong, China
| | - Bihan Song
- College Of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine School, Jinan, Shandong, China
| | - Runhe Zhu
- College Of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine School, Jinan, Shandong, China
| | - Jiaxin Liu
- College Of Pharmacy, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Yi Fan Liu
- Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
| | - Ying Jie Ma
- The First Clinical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, China
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28
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Zhang Y, Yu W, Lu Y, Wu Y, Ouyang Z, Tu Y, He B. Epigenetic Regulation of Fungal Secondary Metabolism. J Fungi (Basel) 2024; 10:648. [PMID: 39330408 PMCID: PMC11433216 DOI: 10.3390/jof10090648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Revised: 09/01/2024] [Accepted: 09/12/2024] [Indexed: 09/28/2024] Open
Abstract
Secondary metabolism is one of the important mechanisms by which fungi adapt to their living environment and promote survival and reproduction. Recent studies have shown that epigenetic regulation, such as DNA methylation, histone modifications, and non-coding RNAs, plays key roles in fungal secondary metabolism and affect fungal growth, survival, and pathogenicity. This review describes recent advances in the study of epigenetic regulation of fungal secondary metabolism. We discuss the way in which epigenetic markers respond to environmental changes and stimulate the production of biologically active compounds by fungi, and the feasibility of these new findings applied to develop new antifungal strategies and optimize secondary metabolism. In addition, we have deliberated on possible future directions of research in this field. A deeper understanding of epigenetic regulatory networks is a key focus for future research.
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Affiliation(s)
| | | | | | | | | | - Yayi Tu
- Jiangxi Key Laboratory of Natural Microbial Medicine Research, College of Life Sciences, Jiangxi Science & Technology Normal University, Nanchang 330013, China; (Y.Z.); (W.Y.); (Y.L.); (Y.W.); (Z.O.)
| | - Bin He
- Jiangxi Key Laboratory of Natural Microbial Medicine Research, College of Life Sciences, Jiangxi Science & Technology Normal University, Nanchang 330013, China; (Y.Z.); (W.Y.); (Y.L.); (Y.W.); (Z.O.)
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29
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Yi SV. Epigenetics Research in Evolutionary Biology: Perspectives on Timescales and Mechanisms. Mol Biol Evol 2024; 41:msae170. [PMID: 39235767 PMCID: PMC11376073 DOI: 10.1093/molbev/msae170] [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: 06/28/2024] [Revised: 08/06/2024] [Accepted: 08/08/2024] [Indexed: 09/06/2024] Open
Abstract
Epigenetics research in evolutionary biology encompasses a variety of research areas, from regulation of gene expression to inheritance of environmentally mediated phenotypes. Such divergent research foci can occasionally render the umbrella term "epigenetics" ambiguous. Here I discuss several areas of contemporary epigenetics research in the context of evolutionary biology, aiming to provide balanced views across timescales and molecular mechanisms. The importance of epigenetics in development is now being assessed in many nonmodel species. These studies not only confirm the importance of epigenetic marks in developmental processes, but also highlight the significant diversity in epigenetic regulatory mechanisms across taxa. Further, these comparative epigenomic studies have begun to show promise toward enhancing our understanding of how regulatory programs evolve. A key property of epigenetic marks is that they can be inherited along mitotic cell lineages, and epigenetic differences that occur during early development can have lasting consequences on the organismal phenotypes. Thus, epigenetic marks may play roles in short-term (within an organism's lifetime or to the next generation) adaptation and phenotypic plasticity. However, the extent to which observed epigenetic variation occurs independently of genetic influences remains uncertain, due to the widespread impact of genetics on epigenetic variation and the limited availability of comprehensive (epi)genomic resources from most species. While epigenetic marks can be inherited independently of genetic sequences in some species, there is little evidence that such "transgenerational inheritance" is a general phenomenon. Rather, molecular mechanisms of epigenetic inheritance are highly variable between species.
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Affiliation(s)
- Soojin V Yi
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
- Department of Molecular, Cellular and Developmental Biology, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
- Neuroscience Research Institute, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
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30
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Inada N. Regulation of heterochromatin organization in plants. JOURNAL OF PLANT RESEARCH 2024; 137:685-693. [PMID: 38914831 DOI: 10.1007/s10265-024-01550-3] [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: 04/08/2024] [Accepted: 05/27/2024] [Indexed: 06/26/2024]
Abstract
Heterochromatin is a nuclear area that contains highly condensed and transcriptionally inactive chromatin. Alterations in the organization of heterochromatin are correlated with changes in gene expression and genome stability, which affect various aspects of plant life. Thus, studies of the molecular mechanisms that regulate heterochromatin organization are important for understanding the regulation of plant physiology. Microscopically, heterochromatin can be characterized as chromocenters that are intensely stained with DNA-binding fluorescent dyes. Arabidopsis thaliana exhibits distinctive chromocenters in interphase nuclei, and genetic studies combined with cytological analyses have identified a number of factors that are involved in heterochromatin assembly and organization. In this review, I will summarize the factors involved in the regulation of heterochromatin organization in plants.
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Affiliation(s)
- Noriko Inada
- Graduate School of Agriculture, Osaka Metropolitan University, 1-1 Gakuen-cho, Naka-ku, Sakai, 599-8531, Osaka, Japan.
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31
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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. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.11.603080. [PMID: 39071332 PMCID: PMC11275764 DOI: 10.1101/2024.07.11.603080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
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 to account for genome complexity. In plants, Chromomethylase3 (CMT3) and CMT2 are the major methyltransferases mediating CHG and CHH methylation, respectively. However, how these two enzymes diverge on substrate specificities during evolution remains unknown. Here, we reveal that CMT2 originates from a duplication of the evolutionarily more 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 both CHG and CHH methylation in Arabidopsis cmt2cmt3 mutant, testifying a loss-of-function effect for CMT2 after ∼200 million years of evolution. Interestingly, CMT2 has evolved a long and unstructured N-terminus critical for balancing protein stability, especially under heat stress. Furthermore, CMT2 N-terminus is plastic and can be tolerant to 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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32
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Sun Y, Wang HY, Liu B, Yue B, Liu Q, Liu Y, Rosa IF, Doretto LB, Han S, Lin L, Gong X, Shao C. CRISPR/dCas9-Mediated DNA Methylation Editing on emx2 in Chinese Tongue Sole ( Cynoglossus semilaevis) Testis Cells. Int J Mol Sci 2024; 25:7637. [PMID: 39062879 PMCID: PMC11277268 DOI: 10.3390/ijms25147637] [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: 05/27/2024] [Revised: 07/03/2024] [Accepted: 07/09/2024] [Indexed: 07/28/2024] Open
Abstract
DNA methylation is a key epigenetic mechanism orchestrating gene expression networks in many biological processes. Nonetheless, studying the role of specific gene methylation events in fish faces challenges. In this study, we validate the regulation of DNA methylation on empty spiracles homeobox 2 (emx2) expression with decitabine treatment in Chinese tongue sole testis cells. We used the emx2 gene as the target gene and developed a new DNA methylation editing system by fusing dnmt3a with catalytic dead Cas9 (dCas9) and demonstrated its ability for sequence-specific DNA methylation editing. Results revealed that utilizing dCas9-dnmt3a to target emx2 promoter region led to increased DNA methylation levels and decreased emx2 expression in Chinese tongue sole testis cells. More importantly, the DNA methylation editing significantly suppressed the expression of MYC proto-oncogene, bHLH transcription factor (myc), one target gene of emx2. Furthermore, we assessed the off-target effects of dCas9-dnmt3a and confirmed no significant impact on the predicted off-target gene expression. Taken together, we developed the first DNA methylation editing system in marine species and demonstrated its effective editing ability in Chinese tongue sole cells. This provides a new strategy for both epigenetic research and molecular breeding of marine species.
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Affiliation(s)
- Yanxu Sun
- College of Fisheries and Life Science, Shanghai Ocean University, Shanghai 201306, China; (Y.S.); (B.Y.); (X.G.)
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
| | - Hong-Yan Wang
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
| | - Binghua Liu
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
| | - Bowen Yue
- College of Fisheries and Life Science, Shanghai Ocean University, Shanghai 201306, China; (Y.S.); (B.Y.); (X.G.)
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
| | - Qian Liu
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
| | - Yuyan Liu
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
| | - Ivana F. Rosa
- Department of Structural and Functional Biology, Institute of Biosciences, São Paulo State University (UNESP), Botucatu 01049-010, Brazil;
| | - Lucas B. Doretto
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
| | - Shenglei Han
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
| | - Lei Lin
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
| | - Xiaoling Gong
- College of Fisheries and Life Science, Shanghai Ocean University, Shanghai 201306, China; (Y.S.); (B.Y.); (X.G.)
- Key Laboratory of Exploration and Utilization of Aquatic Genetic Resources (Shanghai Ocean University), Ministry of Education, Shanghai 201306, China
- National Demonstration Center for Experimental Fisheries Science Education, Shanghai Ocean University, Shanghai 201306, China
| | - Changwei Shao
- State Key Laboratory of Mariculture Biobreeding and Sustainable Goods, Yellow Sea Fisheries Research Institute, Chinese Academy of Fishery Sciences, Qingdao 266071, China; (H.-Y.W.); (B.L.); (Q.L.); (Y.L.); (L.B.D.); (S.H.); (L.L.)
- Laboratory for Marine Fisheries Science and Food Production Processes, Qingdao Marine Science and Technology Center, Qingdao 266237, China
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Zhu H, Yang JL, Chen W. Epigenetic insights into an epimutant colorless non-ripening: from fruit ripening to stress responses. FRONTIERS IN PLANT SCIENCE 2024; 15:1440120. [PMID: 39015288 PMCID: PMC11250591 DOI: 10.3389/fpls.2024.1440120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 06/12/2024] [Indexed: 07/18/2024]
Abstract
The epigenetic machinery has received extensive attention due to its involvement in plant growth, development, and adaptation to environmental changes. Recent studies often highlight the epigenetic regulatory network by discussing various epigenetic mutants across various plant species. However, a systemic understanding of essential epigenetic regulatory mechanisms remains limited due to a lack of representative mutants involved in multiple biological processes. Colorless Non-ripening (Cnr), a spontaneous epimutant isolated from a commercial population, was initially characterized for its role in fruit ripening regulation. Cnr fruits exhibit an immature phenotype with yellow skin, attributed to hypermethylation of the SQUAMOSA PROMOTER BINDING PROTEIN-LIKE-CNR (SlSPL-CNR) promoter, resulting in the repression of gene expression. In addition to DNA methylation, this process also involves histone modification and microRNA, integrating multiple epigenetic regulatory factors. Interestingly, knockout mutants of SlSPL-CNR display phenotypical distinctions from Cnr in fruit ripening, indicating complex genetic and epigenetic control over the non-ripening phenotype in Cnr fruits. Accumulating evidence suggests that Cnr epimutation is pleiotropic, participating in various biological processes such as Cd stress, Fe deficiency, vivipary, and cell death. Therefore, the Cnr epimutant serve as an excellent model for unveiling how epigenetic mechanisms are involved in diverse biological processes. This review paper focuses on recent research advances regarding the Cnr epimutant, delving into its complex genetic and epigenetic regulatory mechanisms, with the aim of enhancing our understanding and facilitating the development of high-quality, high-yield crops through epigenetic modification.
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Affiliation(s)
- Huihui Zhu
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou, China
- Key Laboratory of Vegetable Biology, College of Landscape and Horticulture, Yunnan Agricultural University, Kunming, China
| | - Jian Li Yang
- Key Laboratory of Vegetable Biology, College of Landscape and Horticulture, Yunnan Agricultural University, Kunming, China
| | - Weiwei Chen
- College of Life and Environmental Sciences, Hangzhou Normal University, Hangzhou, China
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34
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Yu G, Zhang B, Chen Q, Huang Z, Zhang B, Wang K, Han J. Dynamic DNA methylation modifications in the cold stress response of cassava. Genomics 2024; 116:110871. [PMID: 38806102 DOI: 10.1016/j.ygeno.2024.110871] [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: 03/09/2024] [Revised: 05/21/2024] [Accepted: 05/25/2024] [Indexed: 05/30/2024]
Abstract
Cassava, a crucial tropical crop, faces challenges from cold stress, necessitating an exploration of its molecular response. Here, we investigated the role of DNA methylation in moderating the response to moderate cold stress (10 °C) in cassava. Using whole-genome bisulfite sequencing, we examined DNA methylation patterns in leaf blades and petioles under control conditions, 5 h, and 48 h of cold stress. Tissue-specific responses were observed, with leaf blades exhibiting subtle changes, while petioles displayed a pronounced decrease in methylation levels under cold stress. We identified cold stress-induced differentially methylated regions (DMRs) that demonstrated both tissue and treatment specificity. Importantly, these DMRs were enriched in genes with altered expression, implying functional relevance. The cold-response transcription factor ERF105 associated with DMRs emerged as a significant and conserved regulator across tissues and treatments. Furthermore, we investigated DNA methylation dynamics in transposable elements, emphasizing the sensitivity of MITEs with bHLH binding motifs to cold stress. These findings provide insights into the epigenetic regulation of response to cold stress in cassava, contributing to an understanding of the molecular mechanisms underlying stress adaptation in this tropical plant.
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Affiliation(s)
- Guangrun Yu
- School of Life Sciences, Nantong University, Nantong 226019, China; Xinglin College, Nantong University, Qidong 226236, China
| | - Baowang Zhang
- Qingdao Smart Rural Development Service Center, Qingdao 266000, China
| | - Qi Chen
- School of Life Sciences, Nantong University, Nantong 226019, China; Xinglin College, Nantong University, Qidong 226236, China
| | - Zequan Huang
- Xinglin College, Nantong University, Qidong 226236, China
| | - Baohong Zhang
- Department of Biology, East Carolina University, Greenville, NC 27858, USA
| | - Kai Wang
- School of Life Sciences, Nantong University, Nantong 226019, China.
| | - Jinlei Han
- School of Life Sciences, Nantong University, Nantong 226019, China.
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Carballo J, Achilli A, Hernández F, Bocchini M, Pasten MC, Marconi G, Albertini E, Zappacosta D, Echenique V. Differentially methylated genes involved in reproduction and ploidy levels in recent diploidized and tetraploidized Eragrostis curvula genotypes. PLANT REPRODUCTION 2024; 37:133-145. [PMID: 38055074 PMCID: PMC11180019 DOI: 10.1007/s00497-023-00490-7] [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: 07/01/2023] [Accepted: 10/18/2023] [Indexed: 12/07/2023]
Abstract
Epigenetics studies changes in gene activity without changes in the DNA sequence. Methylation is an epigenetic mechanism important in many pathways, such as biotic and abiotic stresses, cell division, and reproduction. Eragrostis curvula is a grass species reproducing by apomixis, a clonal reproduction by seeds. This work employed the MCSeEd technique to identify deferentially methylated positions, regions, and genes in the CG, CHG, and CHH contexts in E. curvula genotypes with similar genomic backgrounds but with different reproductive modes and ploidy levels. In this way, we focused the analysis on the cvs. Tanganyika INTA (4x, apomictic), Victoria (2x, sexual), and Bahiense (4x, apomictic). Victoria was obtained from the diploidization of Tanganyika INTA, while Bahiense was produced from the tetraploidization of Victoria. This study showed that polyploid/apomictic genotypes had more differentially methylated positions and regions than the diploid sexual ones. Interestingly, it was possible to observe fewer differentially methylated positions and regions in CG than in the other contexts, meaning CG methylation is conserved across the genotypes regardless of the ploidy level and reproductive mode. In the comparisons between sexual and apomictic genotypes, we identified differentially methylated genes involved in the reproductive pathways, specifically in meiosis, cell division, and fertilization. Another interesting observation was that several differentially methylated genes between the diploid and the original tetraploid genotype recovered their methylation status after tetraploidization, suggesting that methylation is an important mechanism involved in reproduction and ploidy changes.
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Affiliation(s)
- J Carballo
- Centro de Recursos Naturales Renovables de la Zona Semiárida (CERZOS-CCT-CONICET Bahía Blanca), Camino de La Carrindanga Km 7, 8000, Bahía Blanca, Argentina
| | - A Achilli
- Centro de Recursos Naturales Renovables de la Zona Semiárida (CERZOS-CCT-CONICET Bahía Blanca), Camino de La Carrindanga Km 7, 8000, Bahía Blanca, Argentina
| | - F Hernández
- Centro de Recursos Naturales Renovables de la Zona Semiárida (CERZOS-CCT-CONICET Bahía Blanca), Camino de La Carrindanga Km 7, 8000, Bahía Blanca, Argentina
- Departamento de Agronomía, Universidad Nacional del Sur (UNS), San Andrés 800, 8000, Bahía Blanca, Argentina
| | - M Bocchini
- Dipartimento di Scienze Agrarie, Alimentari e Ambientali, Università degli Studi di Perugia, 06121, Perugia, Italy
| | - M C Pasten
- Centro de Recursos Naturales Renovables de la Zona Semiárida (CERZOS-CCT-CONICET Bahía Blanca), Camino de La Carrindanga Km 7, 8000, Bahía Blanca, Argentina
| | - G Marconi
- Dipartimento di Scienze Agrarie, Alimentari e Ambientali, Università degli Studi di Perugia, 06121, Perugia, Italy
| | - E Albertini
- Dipartimento di Scienze Agrarie, Alimentari e Ambientali, Università degli Studi di Perugia, 06121, Perugia, Italy.
| | - D Zappacosta
- Centro de Recursos Naturales Renovables de la Zona Semiárida (CERZOS-CCT-CONICET Bahía Blanca), Camino de La Carrindanga Km 7, 8000, Bahía Blanca, Argentina.
- Departamento de Agronomía, Universidad Nacional del Sur (UNS), San Andrés 800, 8000, Bahía Blanca, Argentina.
| | - V Echenique
- Centro de Recursos Naturales Renovables de la Zona Semiárida (CERZOS-CCT-CONICET Bahía Blanca), Camino de La Carrindanga Km 7, 8000, Bahía Blanca, Argentina.
- Departamento de Agronomía, Universidad Nacional del Sur (UNS), San Andrés 800, 8000, Bahía Blanca, Argentina.
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Takei T, Tsukada M, Tamura K, Hara-Nishimura I, Fukao Y, Kurihara Y, Matsui M, Saze H, Tsuzuki M, Watanabe Y, Hamada T. ARGONAUTE1-binding Tudor domain proteins function in small interfering RNA production for RNA-directed DNA methylation. PLANT PHYSIOLOGY 2024; 195:1333-1346. [PMID: 38446745 DOI: 10.1093/plphys/kiae135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 01/31/2024] [Accepted: 02/07/2024] [Indexed: 03/08/2024]
Abstract
Transposable elements (TEs) contribute to plant evolution, development, and adaptation to environmental changes, but the regulatory mechanisms are largely unknown. RNA-directed DNA methylation (RdDM) is 1 TE regulatory mechanism in plants. Here, we identified that novel ARGONAUTE 1 (AGO1)-binding Tudor domain proteins Precocious dissociation of sisters C/E (PDS5C/E) are involved in 24-nt siRNA production to establish RdDM on TEs in Arabidopsis thaliana. PDS5 family proteins are subunits of the eukaryote-conserved cohesin complex. However, the double mutant lacking angiosperm-specific subfamily PDS5C and PDS5E (pds5c/e) exhibited different developmental phenotypes and transcriptome compared with those of the double mutant lacking eukaryote-conserved subfamily PDS5A and PDS5B (pds5a/b), suggesting that the angiosperm-specific PDS5C/E subfamily has a unique function in angiosperm plants. Proteome and imaging analyses revealed that PDS5C/E interact with AGO1. The pds5c/e double mutant had defects in 24-nt siRNA accumulation and CHH DNA methylation on TEs. In addition, some lncRNAs that accumulated in the pds5c/e mutant were targeted by AGO1-loading 21-nt miRNAs and 21-nt siRNAs. These results indicate that PDS5C/E and AGO1 participate in 24-nt siRNA production for RdDM in the cytoplasm. These findings indicate that angiosperm plants evolved a new regulator, the PDS5C/E subfamily, to control the increase in TEs during angiosperm evolution.
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Affiliation(s)
- Takahito Takei
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Tokyo 113-0033, Japan
- Department of Bioscience, Faculty of Life Science, Okayama University of Science, Okayama 700-0005, Japan
| | - Michio Tsukada
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo 153-8902, Japan
| | - Kentaro Tamura
- Department of Environmental and Life Sciences, School of Food and Nutritional Sciences, University of Shizuoka, Shizuoka 422-8526, Japan
| | | | - Yoichiro Fukao
- Graduate School of Life Science, Ritsumeikan University, Kusatsu, Shiga 525-8577, Japan
| | - Yukio Kurihara
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo 153-8902, Japan
- Synthetic Genomics Research Group, RIKEN Center for Sustainable Resource Science, Yokohama, Kanagawa 230-0045, Japan
| | - Minami Matsui
- Synthetic Genomics Research Group, RIKEN Center for Sustainable Resource Science, Yokohama, Kanagawa 230-0045, Japan
- Graduate School of Nanobioscience, Department of Life and Environmental System Science, Yokohama City University, Yokohama, Kanagawa 230-0045, Japan
| | - Hidetoshi Saze
- Plant Epigenetics Unit, Okinawa Institute of Science and Technology Graduate University, Okinawa 904-0495, Japan
| | - Masayuki Tsuzuki
- Faculty of Agriculture and Marine Science, Kochi University, Kochi 783-8502, Japan
| | - Yuichiro Watanabe
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo 153-8902, Japan
| | - Takahiro Hamada
- Department of Bioscience, Faculty of Life Science, Okayama University of Science, Okayama 700-0005, Japan
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Lin X, Yin J, Wang Y, Yao J, Li QQ, Latzel V, Bossdorf O, Zhang YY. Environment-induced heritable variations are common in Arabidopsis thaliana. Nat Commun 2024; 15:4615. [PMID: 38816460 PMCID: PMC11139905 DOI: 10.1038/s41467-024-49024-3] [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: 10/11/2023] [Accepted: 05/17/2024] [Indexed: 06/01/2024] Open
Abstract
Parental or ancestral environments can induce heritable phenotypic changes, but whether such environment-induced heritable changes are a common phenomenon remains unexplored. Here, we subject 14 genotypes of Arabidopsis thaliana to 10 different environmental treatments and observe phenotypic and genome-wide gene expression changes over four successive generations. We find that all treatments caused heritable phenotypic and gene expression changes, with a substantial proportion stably transmitted over all observed generations. Intriguingly, the susceptibility of a genotype to environmental inductions could be predicted based on the transposon abundance in the genome. Our study thus challenges the classic view that the environment only participates in the selection of heritable variation and suggests that the environment can play a significant role in generating of heritable variations.
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Affiliation(s)
- Xiaohe Lin
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, China
| | - Junjie Yin
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, China
| | - Yifan Wang
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, China
| | - Jing Yao
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, China
| | - Qingshun Q Li
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, China
- Biomedical Sciences, College of Dental Medicine, Western University of Health Sciences, Pomona, CA, USA
| | - Vit Latzel
- Institute of Botany of the CAS, Zamek 1, 252 43, Pruhonice, Czech Republic
| | - Oliver Bossdorf
- Institute of Evolution & Ecology, University of Tübingen, Auf der Morgenstelle 5, 72076, Tübingen, Germany
| | - Yuan-Ye Zhang
- Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian, China.
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Liu Y, Shu J, Zhang Z, Ding N, Liu J, Liu J, Cui Y, Wang C, Chen C. A conserved Pol II elongator SPT6L mediates Pol V transcription to regulate RNA-directed DNA methylation in Arabidopsis. Nat Commun 2024; 15:4460. [PMID: 38796517 PMCID: PMC11127964 DOI: 10.1038/s41467-024-48940-8] [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: 07/04/2023] [Accepted: 05/14/2024] [Indexed: 05/28/2024] Open
Abstract
In plants, the plant-specific RNA polymerase V (Pol V) transcripts non-coding RNAs and provides a docking platform for the association of accessory proteins in the RNA-directed DNA methylation (RdDM) pathway. Various components have been uncovered that are involved in the process of DNA methylation, but it is still not clear how the transcription of Pol V is regulated. Here, we report that the conserved RNA polymerase II (Pol II) elongator, SPT6L, binds to thousands of intergenic regions in a Pol II-independent manner. The intergenic enrichment of SPT6L, interestingly, co-occupies with the largest subunit of Pol V (NRPE1) and mutation of SPT6L leads to the reduction of DNA methylation but not Pol V enrichment. Furthermore, the association of SPT6L at Pol V loci is dependent on the Pol V associated factor, SPT5L, rather than the presence of Pol V, and the interaction between SPT6L and NRPE1 is compromised in spt5l. Finally, Pol V RIP-seq reveals that SPT6L is required to maintain the amount and length of Pol V transcripts. Our findings thus uncover the critical role of a Pol II conserved elongator in Pol V mediated DNA methylation and transcription, and shed light on the mutual regulation between Pol V and II in plants.
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Affiliation(s)
- Yujuan Liu
- State Key Laboratory of Plant Diversity and Specialty Crops, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China
- University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Jie Shu
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China
- Guangdong Academy of Agricultural Sciences, Guangzhou, Guangdong, 510640, China
| | - Zhi Zhang
- State Key Laboratory of Plant Diversity and Specialty Crops, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China
- University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Ning Ding
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China
- MOE Key Laboratory of Cell Activities and Stress Adaptations, School of Life Sciences, Lanzhou University, Lanzhou, 730000, China
| | - Jinyuan Liu
- State Key Laboratory of Plant Diversity and Specialty Crops, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China
- University of the Chinese Academy of Sciences, Beijing, 100049, China
| | - Jun Liu
- Guangdong Academy of Agricultural Sciences, Guangzhou, Guangdong, 510640, China
| | - Yuhai Cui
- Agriculture and Agri-Food Canada, London Research and Development Centre, London, ON, N5V 4T3, Canada
- Department of Biology, Western University, London, ON, N6A 5B7, Canada
| | - Changhu Wang
- State Key Laboratory of Plant Diversity and Specialty Crops, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China.
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China.
- University of the Chinese Academy of Sciences, Beijing, 100049, China.
| | - Chen Chen
- State Key Laboratory of Plant Diversity and Specialty Crops, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China.
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement & Guangdong Provincial Key Laboratory of Applied Botany, South China Botanical Garden, Chinese Academy of Sciences, Guangzhou, Guangdong, 510650, China.
- University of the Chinese Academy of Sciences, Beijing, 100049, China.
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López ME, Denoyes B, Bucher E. Epigenomic and transcriptomic persistence of heat stress memory in strawberry (Fragaria vesca). BMC PLANT BIOLOGY 2024; 24:405. [PMID: 38750420 PMCID: PMC11096098 DOI: 10.1186/s12870-024-05093-6] [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: 03/22/2024] [Accepted: 05/02/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND In plants, epigenetic stress memory has so far been found to be largely transient. Here, we wanted to assess the heritability of heat stress-induced epigenetic and transcriptomic changes following woodland strawberry (Fragaria vesca) reproduction. Strawberry is an ideal model to study epigenetic inheritance because it presents two modes of reproduction: sexual (self-pollinated plants) and asexual (clonally propagated plants named daughter plants). Taking advantage of this model, we investigated whether heat stress-induced DNA methylation changes can be transmitted via asexual reproduction. RESULTS Our genome-wide study provides evidence for stress memory acquisition and maintenance in F. vesca. We found that specific DNA methylation marks or epimutations are stably transmitted over at least three asexual generations. Some of the epimutations were associated with transcriptional changes after heat stress. CONCLUSION Our findings show that the strawberry methylome and transcriptome respond with a high level of flexibility to heat stress. Notably, independent plants acquired the same epimutations and those were inherited by their asexual progenies. Overall, the asexual progenies can retain some information in the genome of past stresses encountered by their progenitors. This molecular memory, also documented at the transcriptional level, might be involved in functional plasticity and stress adaptation. Finally, these findings may contribute to novel breeding approaches for climate-ready plants.
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Affiliation(s)
- María-Estefanía López
- Crop Genome Dynamics Group, Agroscope, Nyon, 1260, Switzerland
- Department of Botany and Plant Biology, Faculty of Sciences, University of Geneva, Geneva, 1205, Switzerland
| | - Béatrice Denoyes
- INRAE, Biologie du Fruit et Pathologie, Univ. Bordeaux, Villenave d'Ornon, F-33140, France
| | - Etienne Bucher
- Crop Genome Dynamics Group, Agroscope, Nyon, 1260, Switzerland.
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40
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Wang Y, Ren J, Ren S. Larsucosterol: endogenous epigenetic regulator for treating chronic and acute liver diseases. Am J Physiol Endocrinol Metab 2024; 326:E577-E587. [PMID: 38381400 PMCID: PMC11376820 DOI: 10.1152/ajpendo.00406.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/15/2024] [Accepted: 02/15/2024] [Indexed: 02/22/2024]
Abstract
Larsucosterol, a potent endogenous epigenetic regulator, has been reported to play a significant role in lipid metabolism, inflammatory responses, and cell survival. The administration of larsucosterol has demonstrated a reduction in lipid accumulation within hepatocytes and the attenuation of inflammatory responses induced by lipopolysaccharide (LPS) and TNFα in macrophages, alleviating LPS- and acetaminophen (ATMP)-induced multiple organ injury, and decreasing mortalities in animal models. Results from phase 1 and 2 clinical trials have shown that larsucosterol has potential as a biomedicine for the treatment of acute and chronic liver diseases. Recent evidence suggests that larsucosterol is a promising candidate for treating alcohol-associated hepatitis with positive results from a phase 2a clinical trial, and for metabolic dysfunction-associated steatohepatitis (MASH) from a phase 1b clinical trial. In this review, we present a culmination of our recent research efforts spanning two decades. We summarize the discovery, physiological and pharmacological mechanisms, and clinical applications of larsucosterol. Furthermore, we elucidate the pathophysiological pathways of metabolic dysfunction-associated steatotic liver diseases (MASLD), metabolic dysfunction-associated steatohepatitis (MASH), and acute liver injuries. A central focus of the review is the exploration of the therapeutic potential of larsucosterol in treating life-threatening conditions, including acetaminophen overdose, endotoxin shock, MASLD, MASH, hepatectomy, and alcoholic hepatitis.
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Affiliation(s)
- Yaping Wang
- Department of Internal Medicine, Virginia Commonwealth University, Richmond, Virginia, United States
- McGuire Veterans Affairs Medical Center, Richmond, Virginia, United States
| | - Jenna Ren
- Department of Pharmacology, Virginia Commonwealth University, Richmond, Virginia, United States
| | - Shunlin Ren
- Department of Internal Medicine, Virginia Commonwealth University, Richmond, Virginia, United States
- McGuire Veterans Affairs Medical Center, Richmond, Virginia, United States
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41
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Sutherland CA, Prigozhin DM, Monroe JG, Krasileva KV. High allelic diversity in Arabidopsis NLRs is associated with distinct genomic features. EMBO Rep 2024; 25:2306-2322. [PMID: 38528170 PMCID: PMC11093987 DOI: 10.1038/s44319-024-00122-9] [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: 10/23/2023] [Revised: 03/07/2024] [Accepted: 03/08/2024] [Indexed: 03/27/2024] Open
Abstract
Plants rely on Nucleotide-binding, Leucine-rich repeat Receptors (NLRs) for pathogen recognition. Highly variable NLRs (hvNLRs) show remarkable intraspecies diversity, while their low-variability paralogs (non-hvNLRs) are conserved between ecotypes. At a population level, hvNLRs provide new pathogen-recognition specificities, but the association between allelic diversity and genomic and epigenomic features has not been established. Our investigation of NLRs in Arabidopsis Col-0 has revealed that hvNLRs show higher expression, less gene body cytosine methylation, and closer proximity to transposable elements than non-hvNLRs. hvNLRs show elevated synonymous and nonsynonymous nucleotide diversity and are in chromatin states associated with an increased probability of mutation. Diversifying selection maintains variability at a subset of codons of hvNLRs, while purifying selection maintains conservation at non-hvNLRs. How these features are established and maintained, and whether they contribute to the observed diversity of hvNLRs is key to understanding the evolution of plant innate immune receptors.
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Affiliation(s)
- Chandler A Sutherland
- Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA, 94720, USA
| | - Daniil M Prigozhin
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - J Grey Monroe
- Department of Plant Sciences, University of California Davis, Davis, CA, 95616, USA
| | - Ksenia V Krasileva
- Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA, 94720, USA.
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42
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Merkulov P, Serganova M, Petrov G, Mityukov V, Kirov I. Long-read sequencing of extrachromosomal circular DNA and genome assembly of a Solanum lycopersicum breeding line revealed active LTR retrotransposons originating from S. Peruvianum L. introgressions. BMC Genomics 2024; 25:404. [PMID: 38658857 PMCID: PMC11044480 DOI: 10.1186/s12864-024-10314-1] [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: 12/18/2023] [Accepted: 04/15/2024] [Indexed: 04/26/2024] Open
Abstract
Transposable elements (TEs) are a major force in the evolution of plant genomes. Differences in the transposition activities and landscapes of TEs can vary substantially, even in closely related species. Interspecific hybridization, a widely employed technique in tomato breeding, results in the creation of novel combinations of TEs from distinct species. The implications of this process for TE transposition activity have not been studied in modern cultivars. In this study, we used nanopore sequencing of extrachromosomal circular DNA (eccDNA) and identified two highly active Ty1/Copia LTR retrotransposon families of tomato (Solanum lycopersicum), called Salsa and Ketchup. Elements of these families produce thousands of eccDNAs under controlled conditions and epigenetic stress. EccDNA sequence analysis revealed that the major parts of eccDNA produced by Ketchup and Salsa exhibited low similarity to the S. lycopersicum genomic sequence. To trace the origin of these TEs, whole-genome nanopore sequencing and de novo genome assembly were performed. We found that these TEs occurred in a tomato breeding line via interspecific introgression from S. peruvianum. Our findings collectively show that interspecific introgressions can contribute to both genetic and phenotypic diversity not only by introducing novel genetic variants, but also by importing active transposable elements from other species.
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Affiliation(s)
- Pavel Merkulov
- All-Russia Research Institute of Agricultural Biotechnology, 127550, Moscow, Russia
- Moscow Institute of Physics and Technology, 141701, Dolgoprudny, Russia
| | - Melania Serganova
- All-Russia Research Institute of Agricultural Biotechnology, 127550, Moscow, Russia
- Moscow Institute of Physics and Technology, 141701, Dolgoprudny, Russia
| | - Georgy Petrov
- Moscow Institute of Physics and Technology, 141701, Dolgoprudny, Russia
| | - Vladislav Mityukov
- Skolkovo Institute of Science and Technology, 121205, Moscow, Russia
- Institute for Information Transmission Problems (Kharkevich Institute), Russian Academy of Sciences, 127051, Moscow, Russia
| | - Ilya Kirov
- All-Russia Research Institute of Agricultural Biotechnology, 127550, Moscow, Russia.
- Moscow Institute of Physics and Technology, 141701, Dolgoprudny, Russia.
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Xia Y, Chen K, Yang Q, Chen Z, Jin L, Zhang L, Yu X, Wang L, Xie C, Zhao Y, Shen Y, Tong J. Methylation in cornea and corneal diseases: a systematic review. Cell Death Discov 2024; 10:169. [PMID: 38589350 PMCID: PMC11002037 DOI: 10.1038/s41420-024-01935-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Revised: 03/24/2024] [Accepted: 03/25/2024] [Indexed: 04/10/2024] Open
Abstract
Corneal diseases are among the primary causes of blindness and vision loss worldwide. However, the pathogenesis of corneal diseases remains elusive, and diagnostic and therapeutic tools are limited. Thus, identifying new targets for the diagnosis and treatment of corneal diseases has gained great interest. Methylation, a type of epigenetic modification, modulates various cellular processes at both nucleic acid and protein levels. Growing evidence shows that methylation is a key regulator in the pathogenesis of corneal diseases, including inflammation, fibrosis, and neovascularization, making it an attractive potential therapeutic target. In this review, we discuss the major alterations of methylation and demethylation at the DNA, RNA, and protein levels in corneal diseases and how these dynamics contribute to the pathogenesis of corneal diseases. Also, we provide insights into identifying potential biomarkers of methylation that may improve the diagnosis and treatment of corneal diseases.
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Affiliation(s)
- Yutong Xia
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Kuangqi Chen
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Qianjie Yang
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Zhitong Chen
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Le Jin
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Liyue Zhang
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Xin Yu
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Liyin Wang
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Chen Xie
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Yuan Zhao
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China
| | - Ye Shen
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China.
| | - Jianping Tong
- Department of Ophthalmology, The First Affiliated Hospital of Zhejiang University, Hangzhou, 310003, China.
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Song B, Yu J, Li X, Li J, Fan J, Liu H, Wei W, Zhang L, Gu K, Liu D, Zhao K, Wu J. Increased DNA methylation contributes to the early ripening of pear fruits during domestication and improvement. Genome Biol 2024; 25:87. [PMID: 38581061 PMCID: PMC10996114 DOI: 10.1186/s13059-024-03220-y] [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: 07/26/2023] [Accepted: 03/18/2024] [Indexed: 04/07/2024] Open
Abstract
BACKGROUND DNA methylation is an essential epigenetic modification. However, its contribution to trait changes and diversity in the domestication of perennial fruit trees remains unknown. RESULTS Here, we investigate the variation in DNA methylation during pear domestication and improvement using whole-genome bisulfite sequencing in 41 pear accessions. Contrary to the significant decrease during rice domestication, we detect a global increase in DNA methylation during pear domestication and improvement. We find this specific increase in pear is significantly correlated with the downregulation of Demeter-like1 (DML1, encoding DNA demethylase) due to human selection. We identify a total of 5591 differentially methylated regions (DMRs). Methylation in the CG and CHG contexts undergoes co-evolution during pear domestication and improvement. DMRs have higher genetic diversity than selection sweep regions, especially in the introns. Approximately 97% of DMRs are not associated with any SNPs, and these DMRs are associated with starch and sucrose metabolism and phenylpropanoid biosynthesis. We also perform correlation analysis between DNA methylation and gene expression. We find genes close to the hypermethylated DMRs that are significantly associated with fruit ripening. We further verify the function of a hyper-DMR-associated gene, CAMTA2, and demonstrate that overexpression of CAMTA2 in tomato and pear callus inhibits fruit ripening. CONCLUSIONS Our study describes a specific pattern of DNA methylation in the domestication and improvement of a perennial pear tree and suggests that increased DNA methylation plays an essential role in the early ripening of pear fruits.
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Affiliation(s)
- Bobo Song
- College of Horticulture, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
- Zhongshan Biological Breeding Laboratory, Nanjing, 210014, Jiangsu, China
| | - Jinshan Yu
- College of Horticulture, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
- Zhongshan Biological Breeding Laboratory, Nanjing, 210014, Jiangsu, China
| | - Xiaolong Li
- Key Laboratory of Quality and Safety Control for Subtropical Fruit and Vegetable, Ministry of Agriculture and Rural Affairs, College of Horticulture Science, Zhejiang A&F University, Hangzhou, 311300, Zhejiang, China
| | - Jiaming Li
- College of Horticulture, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
- Zhongshan Biological Breeding Laboratory, Nanjing, 210014, Jiangsu, China
| | - Jing Fan
- Institute of Fruit and Tea, Hubei Academy of Agricultural Sciences, Wuhan, 430072, China
| | - Hainan Liu
- College of Horticulture and Plant Protection, Henan University of Science and Technology, Luoyang, 471023, China
| | - Weilin Wei
- College of Horticulture, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
- Zhongshan Biological Breeding Laboratory, Nanjing, 210014, Jiangsu, China
| | - Lingchao Zhang
- College of Horticulture, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
- Zhongshan Biological Breeding Laboratory, Nanjing, 210014, Jiangsu, China
| | - Kaidi Gu
- College of Horticulture Science and Engineering, Shandong Agricultural University, Tai'an, Shandong, 271018, China
| | - Dongliang Liu
- College of Horticulture, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
- Zhongshan Biological Breeding Laboratory, Nanjing, 210014, Jiangsu, China
| | - Kejiao Zhao
- College of Horticulture, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China
- Zhongshan Biological Breeding Laboratory, Nanjing, 210014, Jiangsu, China
| | - Jun Wu
- College of Horticulture, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Nanjing Agricultural University, Nanjing, 210095, Jiangsu, China.
- Zhongshan Biological Breeding Laboratory, Nanjing, 210014, Jiangsu, China.
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Jyoti TP, Chandel S, Singh R. Unveiling the epigenetic landscape of plants using flow cytometry approach. Cytometry A 2024; 105:231-241. [PMID: 38437027 DOI: 10.1002/cyto.a.24834] [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: 09/23/2023] [Revised: 01/12/2024] [Accepted: 02/22/2024] [Indexed: 03/06/2024]
Abstract
Plants are sessile creatures that have to adapt constantly changing environmental circumstances. Plants are subjected to a range of abiotic stressors as a result of unpredictable climate change. Understanding how stress-responsive genes are regulated can help us better understand how plants can adapt to changing environmental conditions. Epigenetic markers that dynamically change in response to stimuli, such as DNA methylation and histone modifications are known to regulate gene expression. Individual cells or particles' physical and/or chemical properties can be measured using the method known as flow cytometry. It may therefore be used to evaluate changes in DNA methylation, histone modifications, and other epigenetic markers, making it a potent tool for researching epigenetics in plants. We explore the use of flow cytometry as a technique for examining epigenetic traits in this thorough discussion. The separation of cell nuclei and their subsequent labeling with fluorescent antibodies, offering information on the epigenetic mechanisms in plants when utilizing flow cytometry. We also go through the use of high-throughput data analysis methods to unravel the complex epigenetic processes occurring inside plant systems.
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Affiliation(s)
- Thakur Prava Jyoti
- Department of Pharmacognosy, ISF College of Pharmacy, Moga, Punjab, India
| | - Shivani Chandel
- Department of Pharmacognosy, ISF College of Pharmacy, Moga, Punjab, India
| | - Rajveer Singh
- Department of Pharmacognosy, ISF College of Pharmacy, Moga, Punjab, India
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Vu GTH, Cao HX, Hofmann M, Steiner W, Gailing O. Uncovering epigenetic and transcriptional regulation of growth in Douglas-fir: identification of differential methylation regions in mega-sized introns. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:863-875. [PMID: 37984804 PMCID: PMC10955500 DOI: 10.1111/pbi.14229] [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: 03/28/2023] [Revised: 10/27/2023] [Accepted: 10/30/2023] [Indexed: 11/22/2023]
Abstract
Tree growth performance can be partly explained by genetics, while a large proportion of growth variation is thought to be controlled by environmental factors. However, to what extent DNA methylation, a stable epigenetic modification, contributes to phenotypic plasticity in the growth performance of long-lived trees remains unclear. In this study, a comparative analysis of targeted DNA genotyping, DNA methylation and mRNAseq profiling for needles of 44-year-old Douglas-fir trees (Pseudotsuga menziesii (Mirb.) Franco) having contrasting growth characteristics was performed. In total, we identified 195 differentially expressed genes (DEGs) and 115 differentially methylated loci (DML) that are associated with genes involved in fitness-related processes such as growth, stress management, plant development and energy resources. Interestingly, all four intronic DML were identified in mega-sized (between 100 and 180 kbp in length) and highly expressed genes, suggesting specialized regulation mechanisms of these long intron genes in gymnosperms. DNA repetitive sequences mainly comprising long-terminal repeats of retroelements are involved in growth-associated DNA methylation regulation (both hyper- and hypomethylation) of 99 DML (86.1% of total DML). Furthermore, nearly 14% of the DML was not tagged by single nucleotide polymorphisms, suggesting a unique contribution of the epigenetic variation in tree growth.
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Affiliation(s)
- Giang Thi Ha Vu
- Forest Genetics and Forest Tree BreedingUniversity of GöttingenGöttingenGermany
- Center for Integrated Breeding Research (CiBreed)University of GöttingenGöttingenGermany
| | - Hieu Xuan Cao
- Forest Genetics and Forest Tree BreedingUniversity of GöttingenGöttingenGermany
- Center for Integrated Breeding Research (CiBreed)University of GöttingenGöttingenGermany
| | - Martin Hofmann
- Nordwestdeutsche Forstliche VersuchsanstaltAbteilung WaldgenressourcenHann. MündenGermany
| | - Wilfried Steiner
- Nordwestdeutsche Forstliche VersuchsanstaltAbteilung WaldgenressourcenHann. MündenGermany
| | - Oliver Gailing
- Forest Genetics and Forest Tree BreedingUniversity of GöttingenGöttingenGermany
- Center for Integrated Breeding Research (CiBreed)University of GöttingenGöttingenGermany
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47
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McEvoy SL, Grady PGS, Pauloski N, O'Neill RJ, Wegrzyn JL. Profiling genome-wide methylation in two maples: Fine-scale approaches to detection with nanopore technology. Evol Appl 2024; 17:e13669. [PMID: 38633133 PMCID: PMC11022628 DOI: 10.1111/eva.13669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 02/04/2024] [Accepted: 02/12/2024] [Indexed: 04/19/2024] Open
Abstract
DNA methylation is critical to the regulation of transposable elements and gene expression and can play an important role in the adaptation of stress response mechanisms in plants. Traditional methods of methylation quantification rely on bisulfite conversion that can compromise accuracy. Recent advances in long-read sequencing technologies allow for methylation detection in real time. The associated algorithms that interpret these modifications have evolved from strictly statistical approaches to Hidden Markov Models and, recently, deep learning approaches. Much of the existing software focuses on methylation in the CG context, but methylation in other contexts is important to quantify, as it is extensively leveraged in plants. Here, we present methylation profiles for two maple species across the full range of 5mC sequence contexts using Oxford Nanopore Technologies (ONT) long-reads. Hybrid and reference-guided assemblies were generated for two new Acer accessions: Acer negundo (box elder; 65x ONT and 111X Illumina) and Acer saccharum (sugar maple; 93x ONT and 148X Illumina). The ONT reads generated for these assemblies were re-basecalled, and methylation detection was conducted in a custom pipeline with the published Acer references (PacBio assemblies) and hybrid assemblies reported herein to generate four epigenomes. Examination of the transposable element landscape revealed the dominance of LTR Copia elements and patterns of methylation associated with different classes of TEs. Methylation distributions were examined at high resolution across gene and repeat density and described within the broader angiosperm context, and more narrowly in the context of gene family dynamics and candidate nutrient stress genes.
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Affiliation(s)
- Susan L. McEvoy
- Department of Ecology and Evolutionary BiologyUniversity of ConnecticutStorrsConnecticutUSA
- Department of Forest SciencesUniversity of HelsinkiHelsinkiFinland
| | - Patrick G. S. Grady
- Department of Molecular and Cell BiologyUniversity of ConnecticutStorrsConnecticutUSA
| | - Nicole Pauloski
- Department of Molecular and Cell BiologyUniversity of ConnecticutStorrsConnecticutUSA
- Institute for Systems GenomicsUniversity of ConnecticutStorrsConnecticutUSA
| | - Rachel J. O'Neill
- Department of Molecular and Cell BiologyUniversity of ConnecticutStorrsConnecticutUSA
- Institute for Systems GenomicsUniversity of ConnecticutStorrsConnecticutUSA
| | - Jill L. Wegrzyn
- Department of Ecology and Evolutionary BiologyUniversity of ConnecticutStorrsConnecticutUSA
- Institute for Systems GenomicsUniversity of ConnecticutStorrsConnecticutUSA
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48
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Miao L, Xu W, Liu Y, Huang X, Chen Z, Wang H, Wang Z, Chen Y, Song Q, Zhang J, Han F, Peng H, Yao Y, Xin M, Hu Z, Ni Z, Sun Q, Xing J, Guo W. Reshaped DNA methylation cooperating with homoeolog-divergent expression promotes improved root traits in synthesized tetraploid wheat. THE NEW PHYTOLOGIST 2024; 242:507-523. [PMID: 38362849 DOI: 10.1111/nph.19593] [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: 11/01/2023] [Accepted: 01/27/2024] [Indexed: 02/17/2024]
Abstract
Polyploidization is a major event driving plant evolution and domestication. However, how reshaped epigenetic modifications coordinate gene transcription to generate phenotypic variations during wheat polyploidization is currently elusive. Here, we profiled transcriptomes and DNA methylomes of two diploid wheat accessions (SlSl and AA) and their synthetic allotetraploid wheat line (SlSlAA), which displayed elongated root hair and improved root capability for nitrate uptake and assimilation after tetraploidization. Globally decreased DNA methylation levels with a reduced difference between subgenomes were observed in the roots of SlSlAA. DNA methylation changes in first exon showed strong connections with altered transcription during tetraploidization. Homoeolog-specific transcription was associated with biased DNA methylation as shaped by homoeologous sequence variation. The hypomethylated promoters showed significantly enriched binding sites for MYB, which may affect gene transcription in response to root hair growth. Two master regulators in root hair elongation pathway, AlCPC and TuRSL4, exhibited upregulated transcription levels accompanied by hypomethylation in promoter, which may contribute to the elongated root hair. The upregulated nitrate transporter genes, including NPFs and NRTs, also are significantly associated with hypomethylation, indicating an epigenetic-incorporated regulation manner in improving nitrogen use efficiency. Collectively, these results provided new insights into epigenetic changes in response to crop polyploidization and underscored the importance of epigenetic regulation in improving crop traits.
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Affiliation(s)
- Lingfeng Miao
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Weiya Xu
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Yanhong Liu
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Xiangyi Huang
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Zhe Chen
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Huifang Wang
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
- Shandong Provincial Key Laboratory of Dryland Farming Technology, Qingdao Agricultural University, Qingdao, 266000, China
| | - Zihao Wang
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Yongming Chen
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Qingxin Song
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing, 210095, China
| | - Jing Zhang
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Fangpu Han
- State Key Laboratory of Plant Cell and Chromosome Engineering, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Beijing, 100101, China
| | - Huiru Peng
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Yingyin Yao
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Mingming Xin
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Zhaorong Hu
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Zhongfu Ni
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Qixin Sun
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Jiewen Xing
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
| | - Weilong Guo
- Frontiers Science Center for Molecular Design Breeding, Key Laboratory of Crop Heterosis and Utilization, Beijing Key Laboratory of Crop Genetic Improvement, China Agricultural University, Beijing, 100193, China
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49
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Liu J, Zhong X. Population epigenetics: DNA methylation in the plant omics era. PLANT PHYSIOLOGY 2024; 194:2039-2048. [PMID: 38366882 PMCID: PMC10980424 DOI: 10.1093/plphys/kiae089] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 01/22/2024] [Accepted: 01/22/2024] [Indexed: 02/18/2024]
Abstract
DNA methylation plays an important role in many biological processes. The mechanisms underlying the establishment and maintenance of DNA methylation are well understood thanks to decades of research using DNA methylation mutants, primarily in Arabidopsis (Arabidopsis thaliana) accession Col-0. Recent genome-wide association studies (GWASs) using the methylomes of natural accessions have uncovered a complex and distinct genetic basis of variation in DNA methylation at the population level. Sequencing following bisulfite treatment has served as an excellent method for quantifying DNA methylation. Unlike studies focusing on specific accessions with reference genomes, population-scale methylome research often requires an additional round of sequencing beyond obtaining genome assemblies or genetic variations from whole-genome sequencing data, which can be cost prohibitive. Here, we provide an overview of recently developed bisulfite-free methods for quantifying methylation and cost-effective approaches for the simultaneous detection of genetic and epigenetic information. We also discuss the plasticity of DNA methylation in a specific Arabidopsis accession, the contribution of DNA methylation to plant adaptation, and the genetic determinants of variation in DNA methylation in natural populations. The recently developed technology and knowledge will greatly benefit future studies in population epigenomes.
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Affiliation(s)
- Jie Liu
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
| | - Xuehua Zhong
- Department of Biology, Washington University in St. Louis, St. Louis, MO 63130, USA
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50
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Jiang J, Xu YC, Zhang ZQ, Chen JF, Niu XM, Hou XH, Li XT, Wang L, Zhang YE, Ge S, Guo YL. Forces driving transposable element load variation during Arabidopsis range expansion. THE PLANT CELL 2024; 36:840-862. [PMID: 38036296 PMCID: PMC10980350 DOI: 10.1093/plcell/koad296] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 10/25/2023] [Accepted: 11/06/2023] [Indexed: 12/02/2023]
Abstract
Genetic load refers to the accumulated and potentially life-threatening deleterious mutations in populations. Understanding the mechanisms underlying genetic load variation of transposable element (TE) insertion, a major large-effect mutation, during range expansion is an intriguing question in biology. Here, we used 1,115 global natural accessions of Arabidopsis (Arabidopsis thaliana) to study the driving forces of TE load variation during its range expansion. TE load increased with range expansion, especially in the recently established Yangtze River basin population. Effective population size, which explains 62.0% of the variance in TE load, high transposition rate, and selective sweeps contributed to TE accumulation in the expanded populations. We genetically mapped and identified multiple candidate causal genes and TEs, and revealed the genetic architecture of TE load variation. Overall, this study reveals the variation in TE genetic load during Arabidopsis expansion and highlights the causes of TE load variation from the perspectives of both population genetics and quantitative genetics.
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Affiliation(s)
- Juan Jiang
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
- China National Botanical Garden, Beijing 100093, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yong-Chao Xu
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
- China National Botanical Garden, Beijing 100093, China
| | - Zhi-Qin Zhang
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
- China National Botanical Garden, Beijing 100093, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jia-Fu Chen
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
- China National Botanical Garden, Beijing 100093, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiao-Min Niu
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
- China National Botanical Garden, Beijing 100093, China
| | - Xing-Hui Hou
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
- China National Botanical Garden, Beijing 100093, China
| | - Xin-Tong Li
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
- China National Botanical Garden, Beijing 100093, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Li Wang
- Agricultural Synthetic Biology Center, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China
| | - Yong E Zhang
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
- State Key Laboratory of Integrated Management of Pest Insects and Rodents & Key Laboratory of the Zoological Systematics and Evolution, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101, China
| | - Song Ge
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
- China National Botanical Garden, Beijing 100093, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - Ya-Long Guo
- State Key Laboratory of Systematic and Evolutionary Botany, Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China
- China National Botanical Garden, Beijing 100093, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
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