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Xie S, Hagen D, Becker GM, Davenport KM, Shira KA, Stegemiller MR, Thorne JW, Khilji S, Konetchy D, Villamediana P, Murdoch BM, McKay SD. Analyzing the relationship of RNA and DNA methylation with gene expression. Genome Biol 2025; 26:140. [PMID: 40405312 PMCID: PMC12101012 DOI: 10.1186/s13059-025-03617-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 05/14/2025] [Indexed: 05/24/2025] Open
Abstract
BACKGROUND DNA 5-methylcytosine (5mC) and RNA N6-methyladenosine (m6A) methylation are prevalent modifications in eukaryotes, both playing crucial roles in gene regulation. Recent studies have explored their crosstalk and impact on transcription. However, the intricate relationships among 5mC, m6A, and gene expression remain incompletely elucidated. RESULTS We collect data on 5mC, m6A, and gene expression from samples from three tissues from each of four pregnant cattle and sheep. We construct a comprehensive genome-wide self-interaction (same gene) and across-interaction (across genes) network of 5mC and m6A within gene-bodies or promoters and gene expression in both species. Qualitative analysis identifies uniquely expressed genes with specific m6A methylation in each tissue from both species. A quantitative comparison of gene expression ratio between methylated and unmethylated genes for m6A within gene body and promoter, and 5mC within gene body and promoter confirms the positive effect of RNA methylation on gene expression. Importantly, the influence of RNA methylation on gene expression is stronger than that of DNA methylation. The predominant self- and across-interactions are between RNA methylation within gene bodies and gene expression, as well as between RNA methylation within promoters and gene expression in both species. CONCLUSIONS RNA methylation has a stronger effect on gene expression than does DNA methylation within gene bodies and promoters. DNA and RNA methylation in gene-bodies has a greater impact on gene expression than those in promoters. These findings deepen comprehension of the dynamics and complex relationships among the epigenome, epitranscriptome, and transcriptome, offering fresh insights for advancing epigenetics research.
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Affiliation(s)
- Shangqian Xie
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, 83844, USA
| | - Darren Hagen
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK, 74078, USA
| | - Gabrielle M Becker
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, 83844, USA
| | - Kimberly M Davenport
- Department of Animal Sciences, Washington State University, Pullman, WA, 99164, USA
| | - Katie A Shira
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, 83844, USA
| | - Morgan R Stegemiller
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, 83844, USA
| | - Jacob W Thorne
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, 83844, USA
| | - Sarem Khilji
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, 83844, USA
| | - Denise Konetchy
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, 83844, USA
| | - Patricia Villamediana
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, 83844, USA
| | - Brenda M Murdoch
- Department of Animal, Veterinary and Food Sciences, University of Idaho, Moscow, ID, 83844, USA.
| | - Stephanie D McKay
- Division of Animal Sciences, University of Missouri, Columbia, MO, 65211, USA.
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Xiang Y, Zhang D, Li L, Xue YX, Zhang CY, Meng QF, Wang J, Tan XL, Li YL. Detection, distribution, and functions of RNA N 6-methyladenosine (m 6A) in plant development and environmental signal responses. FRONTIERS IN PLANT SCIENCE 2024; 15:1429011. [PMID: 39081522 PMCID: PMC11286456 DOI: 10.3389/fpls.2024.1429011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 06/24/2024] [Indexed: 08/02/2024]
Abstract
The epitranscriptomic mark N 6-methyladenosine (m6A) is the most common type of messenger RNA (mRNA) post-transcriptional modification in eukaryotes. With the discovery of the demethylase FTO (FAT MASS AND OBESITY-ASSOCIATED PROTEIN) in Homo Sapiens, this modification has been proven to be dynamically reversible. With technological advances, research on m6A modification in plants also rapidly developed. m6A modification is widely distributed in plants, which is usually enriched near the stop codons and 3'-UTRs, and has conserved modification sequences. The related proteins of m6A modification mainly consist of three components: methyltransferases (writers), demethylases (erasers), and reading proteins (readers). m6A modification mainly regulates the growth and development of plants by modulating the RNA metabolic processes and playing an important role in their responses to environmental signals. In this review, we briefly outline the development of m6A modification detection techniques; comparatively analyze the distribution characteristics of m6A in plants; summarize the methyltransferases, demethylases, and binding proteins related to m6A; elaborate on how m6A modification functions in plant growth, development, and response to environmental signals; and provide a summary and outlook on the research of m6A in plants.
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Cerav EN, Wu N, Akkaya MS. Transcriptome-Wide N6-Methyladenosine (m 6A) Methylation Analyses in a Compatible Wheat- Puccinia striiformis f. sp. tritici Interaction. PLANTS (BASEL, SWITZERLAND) 2024; 13:982. [PMID: 38611510 PMCID: PMC11013425 DOI: 10.3390/plants13070982] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2024] [Revised: 03/21/2024] [Accepted: 03/27/2024] [Indexed: 04/14/2024]
Abstract
N6-methyladenosine (m6A) is a prevalent internal modification in eukaryotic mRNA, tRNA, miRNA, and long non-coding RNA. It is also known for its role in plant responses to biotic and abiotic stresses. However, a comprehensive m6A transcriptome-wide map for Puccinia striiformis f. sp. tritici (Pst) infections in wheat (Triticum aestivum) is currently unavailable. Our study is the first to profile m6A modifications in wheat infected with a virulent Pst race. Analysis of RNA-seq and MeRIP-seq data revealed that the majority of differentially expressed genes are up-regulated and hyper-methylated. Some of these genes are enriched in the plant-pathogen interaction pathway. Notably, genes related to photosynthesis showed significant down-regulation and hypo-methylation, suggesting a potential mechanism facilitating successful Pst invasion by impairing photosynthetic function. The crucial genes, epitomizing the core molecular constituents that fortify plants against pathogenic assaults, were detected with varying expression and methylation levels, together with a newly identified methylation motif. Additionally, m6A regulator genes were also influenced by m6A modification, and their expression patterns varied at different time points of post-inoculation, with lower expression at early stages of infection. This study provides insights into the role of m6A modification regulation in wheat's response to Pst infection, establishing a foundation for understanding the potential function of m6A RNA methylation in plant resistance or susceptibility to pathogens.
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Affiliation(s)
| | | | - Mahinur S. Akkaya
- School of Bioengineering, Dalian University of Technology, No. 2 Linggong Road, Dalian 116024, China; (E.N.C.); (N.W.)
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Liang L, Wang X, Lan H, Wei S, Lei Y, Zhang S, Zhai H, Hu Y, Lv Y. Comprehensive analysis of aflatoxin B 1 biosynthesis in Aspergillus flavus via transcriptome-wide m 6A methylome response to cycloleucine. JOURNAL OF HAZARDOUS MATERIALS 2024; 461:132677. [PMID: 37797576 DOI: 10.1016/j.jhazmat.2023.132677] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/22/2023] [Accepted: 09/28/2023] [Indexed: 10/07/2023]
Abstract
Aspergillus flavus and its toxic aflatoxins secondary metabolites contaminate food and grains, posing a severe threat to human health and leading to liver cancer. Here, we demonstrated that cycloleucine blocked aflatoxin B1 synthesis by inhibiting N6-methyladenosine (m6A) methylation modification of messenger RNA (mRNA). m6A Methylation Immunoprecipitation Sequencing (m6A MeRIP-Seq)-based comprehensive transcriptome-wide m6A profiling identified 102 differentially expressed genes that underwent m6A modification, of which 22 hypermethylated genes were downregulated and 49 hypomethylated genes were upregulated, suggesting a negative correlation between m6A methylation and gene expression. Notably, cycloleucine inhibited aflatoxin B1 production via multiple targets. The m6A sites of several key genes involved in the aflatoxin B1 biosynthesis pathway were significantly enriched in the coding sequence and around the stop codon, resulting in their downregulation. Furthermore, m6A methylation on genes related to the aflatoxin B1 biosynthesis pathway led to reduced mRNA stability. Cycloleucine inhibition of aflatoxin B1 production highlights its potential as an agent for removing mycotoxins in environmental pollution. ENVIRONMENTAL IMPLICATION: Aflatoxins, highly carcinogenic secondary metabolites produced by Aspergillus flavus, frequently contaminate crops such as peanut, corn, wheat and sesame leading to irreversible loss in the quality and yield of agricultural products and posing serious threats to food safety. Aflatoxins has also been linked to developmental delays and liver cancer in humans. In our study, 'monitoring aflatoxin concentrations and its bioaccumulation in organisms' has been conducted. The results demonstrated that aflatoxin production in A. flavus was completely blocked after cycloleucine treatment. Additionally, we demonstrated that inhibition of aflatoxin was linked to N6-methyladenosine methylation of multiple genes in aflatoxin biosynthesis pathway.
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Affiliation(s)
- Liuke Liang
- College of biological engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Xiaoyan Wang
- College of biological engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Haier Lan
- College of biological engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Shan Wei
- College of biological engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Yang Lei
- College of biological engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Shuaibing Zhang
- College of biological engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Huanchen Zhai
- College of biological engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Yuansen Hu
- College of biological engineering, Henan University of Technology, Zhengzhou 450001, China
| | - Yangyong Lv
- College of biological engineering, Henan University of Technology, Zhengzhou 450001, China.
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Tang L, Xue J, Ren X, Zhang Y, Du L, Ding F, Zhou K, Ma W. Genome-Wide Identification and Expression Analysis of m6A Writers, Erasers, and Readers in Litchi ( Litchi chinensis Sonn.). Genes (Basel) 2022; 13:genes13122284. [PMID: 36553551 PMCID: PMC9777543 DOI: 10.3390/genes13122284] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 11/25/2022] [Accepted: 11/30/2022] [Indexed: 12/07/2022] Open
Abstract
N6-methyladenosine (m6A) RNA modification is the most prevalent type of RNA methylation and plays a pivotal role in the development of plants. However, knowledge of the m6A modification in litchi remains limited. In this study, a complete analysis of m6A writers, erasers, and readers in litchi was performed and 31 litchi m6A regulatory genes were identified in total, including 7 m6A writers, 12 m6A erases, and 12 readers. Phylogeny analysis showed that all three of the kinds of litchi m6A regulatory proteins could be divided into three groups; domains and motifs exhibited similar patterns in the same group. MiRNA target site prediction showed that 77 miRNA target sites were located in 25 (80.6%) litchi m6A regulatory genes. Cis-elements analysis exhibited that litchi m6A regulatory genes were mainly responsive to light and plant hormones, followed by environmental stress and plant development. Expression analysis revealed litchi m6A regulatory genes might play an important role during the peel coloration and fruit abscission of litchi. This study provided valuable and expectable information of litchi m6A regulatory genes and their potential epigenetic regulation mechanism in litchi.
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Affiliation(s)
- Liwen Tang
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- Key Laboratory for Quality Regulation of Tropical Horticultural Crops of Hainan Province, Horticulture College, School of Horticulture, Haikou 570228, China
| | - Jiali Xue
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- Key Laboratory for Quality Regulation of Tropical Horticultural Crops of Hainan Province, Horticulture College, School of Horticulture, Haikou 570228, China
| | - Xingyu Ren
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- Key Laboratory for Quality Regulation of Tropical Horticultural Crops of Hainan Province, Horticulture College, School of Horticulture, Haikou 570228, China
| | - Yue Zhang
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- Key Laboratory for Quality Regulation of Tropical Horticultural Crops of Hainan Province, Horticulture College, School of Horticulture, Haikou 570228, China
| | - Liqing Du
- Key Laboratory of Tropical Fruit Biology, Ministry of Agriculture & Rural Affairs, South Subtropical Crops Research Institute of Chinese Academy of Tropical Agricultural Sciences, Zhanjiang 524091, China
| | - Feng Ding
- Guangxi Crop Genetic Improvement and Biotechnology Key Laboratory, Guangxi Academy of Agricultural Sciences, Nanning 530007, China
| | - Kaibing Zhou
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- Key Laboratory for Quality Regulation of Tropical Horticultural Crops of Hainan Province, Horticulture College, School of Horticulture, Haikou 570228, China
| | - Wuqiang Ma
- Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
- Key Laboratory for Quality Regulation of Tropical Horticultural Crops of Hainan Province, Horticulture College, School of Horticulture, Haikou 570228, China
- Correspondence: ; Tel.: +86-158-1331-3342
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