6mA DNA Methylation on Genes in Plants Is Associated with Gene Complexity, Expression and Duplication

N6-methyladenine (6mA) DNA methylation has emerged as an important epigenetic modification in eukaryotes. Nevertheless, the evolution of the 6mA methylation of homologous genes after species and after gene duplications remains unclear in plants. To understand the evolution of 6mA methylation, we detected the genome-wide 6mA methylation patterns of four lotus plants (Nelumbo nucifera) from different geographic origins by nanopore sequencing and compared them to patterns in Arabidopsis and rice. Within lotus, the genomic distributions of 6mA sites are different from the widely studied 5mC methylation sites. Consistently, in lotus, Arabidopsis and rice, 6mA sites are enriched around transcriptional start sites, positively correlated with gene expression levels, and preferentially retained in highly and broadly expressed orthologs with longer gene lengths and more exons. Among different duplicate genes, 6mA methylation is significantly more enriched and conserved in whole-genome duplicates than in local duplicates. Overall, our study reveals the convergent patterns of 6mA methylation evolution based on both lineage and duplicate gene divergence, which underpin their potential role in gene regulatory evolution in plants.

[1]  S. W. Cheetham,et al.  Methylartist: tools for visualizing modified bases from nanopore sequence data , 2021, bioRxiv.

[2]  Qingfeng Wang,et al.  Distinct methylome patterns contribute to ecotypic differentiation in the growth of the storage organ of a flowering plant (sacred lotus) , 2021, Molecular ecology.

[3]  Tao Shi,et al.  Nelumbo genome database, an integrative resource for gene expression and variants of Nelumbo nucifera , 2021, Scientific data.

[4]  Tao Shi,et al.  A reappraisal of the phylogenetic placement of the Aquilegia whole-genome duplication , 2020, Genome biology.

[5]  Fei Gao,et al.  CNGBdb: China National GeneBank DataBase. , 2020, Yi chuan = Hereditas.

[6]  Yuan-Ming Zhang,et al.  DNA N6-Methyladenine Modification in Wild and Cultivated Soybeans Reveals Different Patterns in Nucleus and Cytoplasm , 2020, Frontiers in Genetics.

[7]  Y. van de Peer,et al.  Distinct Expression and Methylation Patterns for Genes with Different Fates following a Single Whole-Genome Duplication in Flowering Plants , 2020, Molecular biology and evolution.

[8]  M. Goodisman,et al.  Gene duplication in the honeybee: Patterns of DNA methylation, gene expression, and genomic environment. , 2020, Molecular biology and evolution.

[9]  Feng Luo,et al.  DeepSignal: detecting DNA methylation state from Nanopore sequencing reads using deep-learning. , 2019, Bioinformatics.

[10]  Eva-Maria Willing,et al.  Interspecies association mapping links reduced CG to TG substitution rates to the loss of gene-body methylation , 2019, Nature Plants.

[11]  Pingfang Yang,et al.  The complexity of alternative splicing and landscape of tissue-specific expression in lotus (Nelumbo nucifera) unveiled by Illumina- and single-molecule real-time-based RNA-sequencing , 2019, DNA research : an international journal for rapid publication of reports on genes and genomes.

[12]  Kai Wang,et al.  Detection of DNA base modifications by deep recurrent neural network on Oxford Nanopore sequencing data , 2019, Nature Communications.

[13]  A. Paterson,et al.  Gene duplication and evolution in recurring polyploidization–diploidization cycles in plants , 2019, Genome Biology.

[14]  Heike Sichtig,et al.  Single-molecule sequencing detection of N6-methyladenine in microbial reference materials , 2019, Nature Communications.

[15]  Suresh Kumar,et al.  Epigenetics of Modified DNA Bases: 5-Methylcytosine and Beyond , 2018, Front. Genet..

[16]  Hongkun Zheng,et al.  N6-Methyladenine DNA Methylation in Japonica and Indica Rice Genomes and Its Association with Gene Expression, Plant Development, and Stress Responses. , 2018, Molecular plant.

[17]  Shilin Chen,et al.  The Chrysanthemum nankingense Genome Provides Insights into the Evolution and Diversification of Chrysanthemum Flowers and Medicinal Traits. , 2018, Molecular plant.

[18]  James W. Clark,et al.  Whole-Genome Duplication and Plant Macroevolution. , 2018, Trends in plant science.

[19]  Jian‐Kang Zhu,et al.  Dynamics and function of DNA methylation in plants , 2018, Nature Reviews Molecular Cell Biology.

[20]  Fan Liang,et al.  DNA N6-Adenine Methylation in Arabidopsis thaliana. , 2018, Developmental cell.

[21]  S. Jackson,et al.  Genic C-Methylation in Soybean Is Associated with Gene Paralogs Relocated to Transposable Element-Rich Pericentromeres. , 2018, Molecular plant.

[22]  S. Jackson,et al.  Genetic and epigenetic divergence of duplicate genes in two legume species. , 2018, Plant, cell & environment.

[23]  Haifeng Wang,et al.  Comparative epigenomics reveals evolution of duplicated genes in potato and tomato. , 2018, The Plant journal : for cell and molecular biology.

[24]  Adam M. Phillippy,et al.  MUMmer4: A fast and versatile genome alignment system , 2018, PLoS Comput. Biol..

[25]  S. Morishita,et al.  Centromere evolution and CpG methylation during vertebrate speciation , 2017, Nature Communications.

[26]  Peng Jin,et al.  DNA N6-methyladenine is dynamically regulated in the mouse brain following environmental stress , 2017, Nature Communications.

[27]  Yves Van de Peer,et al.  PLAZA 4.0: an integrative resource for functional, evolutionary and comparative plant genomics , 2017, Nucleic Acids Res..

[28]  Sergey Koren,et al.  De Novo Assembly of a New Solanum pennellii Accession Using Nanopore Sequencing[CC-BY] , 2017, Plant Cell.

[29]  Heng Li,et al.  Minimap2: pairwise alignment for nucleotide sequences , 2017, Bioinform..

[30]  Detlef Weigel,et al.  High contiguity Arabidopsis thaliana genome assembly with a single nanopore flow cell , 2017, bioRxiv.

[31]  Bao Liu,et al.  Gene-body CG methylation and divergent expression of duplicate genes in rice , 2017, Scientific Reports.

[32]  Songnian Hu,et al.  Rice Expression Database (RED): An integrated RNA-Seq-derived gene expression database for rice. , 2017, Journal of genetics and genomics = Yi chuan xue bao.

[33]  Robert J. Schmitz,et al.  Widespread adenine N6-methylation of active genes in fungi , 2017, Nature Genetics.

[34]  Ji Eun Lee,et al.  De novo Identification of DNA Modifications Enabled by Genome-Guided Nanopore Signal Processing , 2017, bioRxiv.

[35]  Winston Timp,et al.  Detecting DNA cytosine methylation using nanopore sequencing , 2017, Nature Methods.

[36]  Jordan M. Eizenga,et al.  Mapping DNA Methylation with High Throughput Nanopore Sequencing , 2017, Nature Methods.

[37]  M. Logacheva,et al.  A high resolution map of the Arabidopsis thaliana developmental transcriptome based on RNA-seq profiling. , 2016, The Plant journal : for cell and molecular biology.

[38]  Chuan He,et al.  Abundant DNA 6mA methylation during early embryogenesis of zebrafish and pig , 2016, Nature Communications.

[39]  Stefan R. Henz,et al.  Epigenomic Diversity in a Global Collection of Arabidopsis thaliana Accessions , 2016, Cell.

[40]  Robert J. Schmitz,et al.  Widespread natural variation of DNA methylation within angiosperms , 2016, Genome Biology.

[41]  Robert J. Schmitz,et al.  The evolution of CHROMOMETHYLASES and gene body DNA methylation in plants , 2016, bioRxiv.

[42]  Michael D. Martin,et al.  Epigenetic divergence as a potential first step in darter speciation , 2016, Molecular ecology.

[43]  James A. Swenberg,et al.  DNA methylation on N6-adenine in mammalian embryonic stem cells , 2016, Nature.

[44]  Robert J. Schmitz,et al.  On the origin and evolutionary consequences of gene body DNA methylation , 2016, Proceedings of the National Academy of Sciences.

[45]  E. Nevo,et al.  Adaptive methylation regulation of p53 pathway in sympatric speciation of blind mole rats, Spalax , 2016, Proceedings of the National Academy of Sciences.

[46]  Marc Robinson-Rechavi,et al.  A benchmark of gene expression tissue-specificity metrics , 2015, bioRxiv.

[47]  Yang Shi,et al.  DNA N6-methyladenine: a new epigenetic mark in eukaryotes? , 2015, Nature Reviews Molecular Cell Biology.

[48]  S. Jacobsen,et al.  CG gene body DNA methylation changes and evolution of duplicated genes in cassava , 2015, Proceedings of the National Academy of Sciences.

[49]  Michael D. Gonzales,et al.  A Comparative Epigenomic Analysis of Polyploidy-Derived Genes in Soybean and Common Bean1[OPEN] , 2015, Plant Physiology.

[50]  L. Doré,et al.  N 6-Methyldeoxyadenosine Marks Active Transcription Start Sites in Chlamydomonas , 2015, Cell.

[51]  L. Aravind,et al.  DNA Methylation on N6-Adenine in C. elegans , 2015, Cell.

[52]  Steven L Salzberg,et al.  HISAT: a fast spliced aligner with low memory requirements , 2015, Nature Methods.

[53]  S. Salzberg,et al.  StringTie enables improved reconstruction of a transcriptome from RNA-seq reads , 2015, Nature Biotechnology.

[54]  D. Weigel,et al.  Evolution of DNA Methylation Patterns in the Brassicaceae is Driven by Differences in Genome Organization , 2014, PLoS genetics.

[55]  Jun Wang,et al.  Divergence of Gene Body DNA Methylation and Evolution of Plant Duplicate Genes , 2014, PloS one.

[56]  Chengxi Ye,et al.  DBG2OLC: Efficient Assembly of Large Genomes Using Long Erroneous Reads of the Third Generation Sequencing Technologies , 2014, Scientific Reports.

[57]  S. Yi,et al.  DNA methylation and evolution of duplicate genes , 2014, Proceedings of the National Academy of Sciences.

[58]  Matthew D. Schultz,et al.  Epigenomic programming contributes to the genomic drift evolution of the F-Box protein superfamily in Arabidopsis , 2013, Proceedings of the National Academy of Sciences.

[59]  A. Paterson,et al.  Gene body methylation shows distinct patterns associated with different gene origins and duplication modes and has a heterogeneous relationship with gene expression in Oryza sativa (rice). , 2013, The New phytologist.

[60]  V. Nagaraja,et al.  Diverse Functions of Restriction-Modification Systems in Addition to Cellular Defense , 2013, Microbiology and Molecular Reviews.

[61]  B. Gaut,et al.  Gene body methylation is conserved between plant orthologs and is of evolutionary consequence , 2013, Proceedings of the National Academy of Sciences.

[62]  Peter A. Jones Functions of DNA methylation: islands, start sites, gene bodies and beyond , 2012, Nature Reviews Genetics.

[63]  Mihai Pop,et al.  Exploiting sparseness in de novo genome assembly , 2012, BMC Bioinformatics.

[64]  Steven L Salzberg,et al.  Fast gapped-read alignment with Bowtie 2 , 2012, Nature Methods.

[65]  D. Tautz,et al.  The evolutionary origin of orphan genes , 2011, Nature Reviews Genetics.

[66]  Chuan-Yun Li,et al.  KOBAS 2.0: a web server for annotation and identification of enriched pathways and diseases , 2011, Nucleic Acids Res..

[67]  Felix Krueger,et al.  Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications , 2011, Bioinform..

[68]  M. Pellegrini,et al.  Conservation and divergence of methylation patterning in plants and animals , 2010, Proceedings of the National Academy of Sciences.

[69]  Lucy Shapiro,et al.  A DNA methylation ratchet governs progression through a bacterial cell cycle , 2007, Proceedings of the National Academy of Sciences.

[70]  Adrian Bird,et al.  Perceptions of epigenetics , 2007, Nature.

[71]  Jun Li,et al.  KaKs_Calculator: Calculating Ka and Ks Through Model Selection and Model Averaging , 2007, Genom. Proteom. Bioinform..

[72]  François Berger,et al.  N6-methyladenine: the other methylated base of DNA. , 2006, BioEssays : news and reviews in molecular, cellular and developmental biology.

[73]  D. Wion,et al.  N6-methyl-adenine: an epigenetic signal for DNA–protein interactions , 2006, Nature Reviews Microbiology.

[74]  C. Chothia,et al.  Evolution of the Protein Repertoire , 2003, Science.

[75]  Jianzhi Zhang Evolution by gene duplication: an update , 2003 .

[76]  Michael Lynch,et al.  Gene Duplication and Evolution , 2002, Science.

[77]  K. Karrer,et al.  Methylation of adenine in the nuclear DNA of Tetrahymena is internucleosomal and independent of histone H1. , 2002, Nucleic acids research.

[78]  Kevin R. Thornton,et al.  Gene duplication and evolution. , 2001, Science.

[79]  Z. Chen,et al.  Protein-coding genes are epigenetically regulated in Arabidopsis polyploids , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[80]  J. Rogers,et al.  Comparison of the effects of N6-methyldeoxyadenosine and N5-methyldeoxycytosine on transcription from nuclear gene promoters in barley. , 1995, The Plant journal : for cell and molecular biology.

[81]  N. Kleckner,et al.  E. coli oriC and the dnaA gene promoter are sequestered from dam methyltransferase following the passage of the chromosomal replication fork , 1990, Cell.

[82]  B. Vanyushin,et al.  5-Methylcytosine and 6-Methylaminopurine in Bacterial DNA , 1968, Nature.

[83]  Mark A. Arick,et al.  Sequencing Plant Genomes , 2018 .

[84]  Andrew Ying-Fei Chang,et al.  DNA methylation rebalances gene dosage after mammalian gene duplications. , 2012, Molecular biology and evolution.

[85]  S. Schbath,et al.  DNA motifs that sculpt the bacterial chromosome , 2010, Nature Reviews Microbiology.

[86]  A V Finkelstein,et al.  The classification and origins of protein folding patterns. , 1990, Annual review of biochemistry.