Skip to main content
Portland Press Open Access logoLink to Portland Press Open Access
. 2022 May 6;50(3):1179–1190. doi: 10.1042/BST20210725

Encyclopaedia of eukaryotic DNA methylation: from patterns to mechanisms and functions

Peter Sarkies 1,2,3,
PMCID: PMC9246332  PMID: 35521905

Abstract

DNA methylation is an epigenetic modification with a very long evolutionary history. However, DNA methylation evolves surprisingly rapidly across eukaryotes. The genome-wide distribution of methylation diversifies rapidly in different lineages, and DNA methylation is lost altogether surprisingly frequently. The growing availability of genomic and epigenomic sequencing across organisms highlights this diversity but also illuminates potential factors that could explain why both the DNA methylation machinery and its genome-wide distribution evolve so rapidly. Key to this are new discoveries about the fitness costs associated with DNA methylation, and new theories about how the fundamental biochemical mechanisms of DNA methylation introduction and maintenance could explain how new genome-wide patterns of methylation evolve.

Keywords: comparative genomics, epigenetics, evolutionary biology, methylation, transposons

Introduction

Bases in DNA across all domains of life are often modified by a variety of chemical moieties. Probably the most widespread and well-characterised modification is methylation. In eukaryotes, methylation predominantly is found at the five position of cytosine bases, but other forms of methylation, including different positions on cytosine and on adenine have been documented.

The enzymatic properties of DNA methyltransferases have been extensively reviewed elsewhere [1]. Here I will discuss the extraordinary variation in the machinery and genome-wide patterns of DNA methylation across eukaryotic organisms. I will attempt to show how we are starting to move beyond a characterisation of the evolution of DNA methylation levels and patterns towards an understanding of the factors shaping this diversity across species. Remarkably, rapid evolution of DNA methylation patterns occurs not only across evolution, but also within human cancers, where the genome-wide distribution of DNA methylation is often vastly different from the cell of origin. Understanding the factors that drive DNA methylation evolution across species may give insights into why DNA methylation evolves so fast in cancer, and the potential functional consequences.

Types of cytosine-5 methylation (5mC)

The most widespread and abundant form of methylation across eukaryotic species is cytosine-5 methylation at CG sequences (also referred to as CpG methylation). CG methylation is a paradigm to understand how methylation of DNA can be heritable through cell division without requirement on the initial trigger [2–4]. CG methylation is introduced onto both strands of unmodified CG sequences by enzymes known as de novo methyltransferases. In mammals, these are known as DNMT3A and DNMT3B. Homologues of DNMT3 are found in early land plants; the enzyme DRM is also likely derived from DNMT3 [1,4]. Every time the cell divides new, unmodified CG bases are introduced opposite methylated CG. However, another methyltransferase enzyme, DNMT1 in mammals, shows high affinity for the ‘hemi-methylated' intermediate where one strand retains methylation [3,4]. This mechanism of CG methylation maintenance is conserved in plants, where the homologous enzyme is known as MET1 or DMT1, and in fungi [5], indicating that it must have evolved very early in eukaryotes [6].

DNMT5 is an additional DNMT found in some fungi and algae. DNMT5 is a CG methyltransferase [7]. In Cryptococcus neoformans, DNMT5 has maintenance activity and has no de novo activity [8]; however its substrate preferences in other organisms are undetermined. Additional methyltransferases, found in some fungi and protists are DNMT4 and DNMT6 [5]. Their functions are not yet clear but at least DNMT6 does not seem to be a DNA methyltransferase [9].

5mC can occur in other sequence contexts besides CG. In the model land plant Arabidopsis, ∼7% of cytosines in the CHG context and 2% in the CHH context are methylated [10]. DMT2 alongside two dedicated enzymes, CMT2 and CMT3 introduce CHH and CHG methylation [11,12]. Despite no maintenance mechanisms CHG and CHH methylation can persist through cell division because they take part in a feedback loop involving small RNAs and chromatin modifications [4,13].

In mammals, particularly in brain, non-CG methylation also occurs [14,15]. This is conserved across vertebrates; however, the levels of this methylation are much lower than CG methylation, and it is largely dependent on DNMT3A rather than enzymes specific for non-CG contexts [16]. It is therefore possible that non-CG methylation reflects off-target activity of CG DNMTs. As cells in the brain do not divide, this would not be removed through dilution during cell division, hence its particular accumulation in brain tissue. This possibility can be countered by the rather high abundance of non-CG methylation. Moreover, specific proteins, notably the Rett syndrome protein MeCP2, recognise CAA and CAT methylation [17]. Thus it seems plausible that non-CG methylation is functionally relevant but the exact role remains to be determined.

Factors influencing the levels of cytosine DNA methylation across eukaryotes

DNMT1 and DNMT3 have been lost from many distinct eukaryotic lineages including several model organisms including C. elegans, Drosophila, S. cerevisiae and S. pombe [5,6]. Many of these species still retain TRDMT1, a homologue of DNMT1 and DNMT3, originally known as was DNMT2 [5,6]. However, this enzyme does not act on DNA efficiently in vitro and instead methylates tRNA, with Aspartate tRNA a prominent substrate [18]. Some evidence from mass spectrometry and bisulfite sequencing suggested that TRDMT1 might result in very low levels of DNA methylation (<1% of cytosines) [19–21]. However, these findings can be questioned. Bisulfite sequencing relies on conversion of unmethylated cytosine into uracil by sodium bisulfite treatment and there is often a substantial non-conversion rate of between 0.1 and 1% of cytosines [22]. Mass spectrometry is potentially able to rigorously assess low levels of DNA methylation with very high sensitivity and accuracy but contamination from reagents used to prepare samples is common [23]. Recent studies suggest that DNA methylation is undetectable in species with only TRDMT1 and mammalian cells without DNMT1, 3A and 3B but retaining TRDMT1 [24].

Even if there is some low-level cytosine methylation provided by TRDMT1, complete loss of DNA methylation has occurred frequently across evolution- C. elegans and S. cerevisiae, for example, lack DNMT1, 3 and TRDMT1 [5]. This might hint at the possibility of an evolutionary cost associated with DNA methylation.

One possible cost of DNA methylation is the mutagenic nature of methylated cytosine. CG sites in vertebrates are mostly methylated. In almost all vertebrate species examined they are less common than would be expected given the occurrence of C and G across the genome [25]. In insect species where a subset of genes are methylated, methylated genes have strongly depleted CG frequency compared with unmethylated genes [26]. Consistently, analyses of human somatic mutations in cancer and normal tissue demonstrate that the highest rate of mutation is C-T mutations at methylated CG sites [27]. The source of the excess mutagenicity of methylated cytosine is most likely to be that methylated cytosine deaminates to thymine rather than uracil [28–30]. High mutation rate is disadvantageous [31], thus may promote evolutionary loss of DNA methylation [32].

New insights into costs associated with DNA methylation came from the discovery that DNMT1 and DNMT3 co-evolve with a DNA repair enzyme, ALKB2, across eukaryotes. ALKB2 and, in mammals, its paralogue ALKB3, has evolved to repair 3mC in DNA [33]. 3mC is a highly toxic form of DNA damage because of its ability to interfere with base pairing; it leads to a replication fork stall and potentially double-strand breaks [34,35]. The co-evolution was explained by the finding that DNMTs directly introduce 3mC as an off-target effect both in vitro and in mammalian cells [36]. Modelling of the catalytic site of DNMT3A suggests that this is an inevitable property of the enzymatic mechanism [37]. Lower levels of 3mC might be advantageous to fast-dividing cells as there would be insufficient time to repair 3mC, even with ALKB2 present, before replication happens. This might lead to a drive to lose DNMTs in organisms with fast early embryonic divisions such as nematodes and many insects.

When DNA methylation is present, its levels vary enormously across different organisms. A striking example of this is the arthropod phylum. The first arthropods discovered to have DNA methylation were honey bees, where the overall percentage of methylation is very low at ∼1% of CG sites [26,38]. This led to a view that arthropod methylation was ‘sparse' with most genes totally devoid of methylation with a few highly methylated genes and little methylation in intergenic regions or repetitive elements such as transposons [39–42]. However, further work including studies of individual species [43–46], a study across insects [47] and an attempt to systematically examine many branches of arthropods [48], has shown that there is a huge range of methylation within arthropods. The centipede S. maritima possesses much higher levels of DNA methylation at ∼30% of CGs [46,48], whilst methylation occurs only at ∼0.5% of CG sites in the burying beetle Nicrophorus vespilloides [49].

One factor that is associated with different levels of DNA methylation across arthropods is the alkylation repair enzyme ALKB2. In most organisms, the presence or absence of DNMT1 and 3 correlates with the presence or absence of ALKB2 [36]. In arthropods, the level of methylation correlates with the presence of ALKB2 [48]. This indicates that species that methylate a very small proportion of their cytosines correspondingly produce a smaller level of 3mC and therefore do not require ALKB2 activity [48]. A similar relationship, although not as strong, exists in fungi [50]. It will be interesting to determine whether this relationship also affects the expression of ALKB2 in different species depending on different methylation levels.

Global analyses of methylation in whole animals or selected tissues may mask more subtle differences in DNA methylation levels between tissues or during development. Development in mammals shows dynamic changes in DNA methylation. During embryonic development there are two waves of demethylation where the average methylation, which is ∼70% of CGs in adult somatic tissues, drops from ∼10% in the zygote to 1% before rising again [51]. The dramatic remodelling of DNA methylation in mammals is not conserved across vertebrates [52], and therefore probably evolved to facilitate imprinting, a process where methylation levels and gene expression of ∼250 genes varies depending on whether they are on the maternal or paternal chromosome [53].

Variety in genome-wide methylation patterns

In addition to the variability in methylation levels across species, the sites which are methylated within the genome vary in their genomic location. There are a few recognised archetypes, which are summarised in Table 1. However, the increasing number of species with methylation patterns that have been analysed by genome-wide bisulfite sequencing throws some doubt on the extent to which all of these archetypes are ancestral properties of eukaryotic DNA methylation.

Table 1. Summary of key forms of DNA methylation across eukaryotes.

Type Presumed function Phylogenetic distribution
TE methylation Silencing of mobile elements to ensure genome stability Vertebrates; Plants; some Arthropods; Nematodes; Fungi; Sponges
Gene body methylation Unclear- proposals include suppressing intergenic transcription and that it has no explicit function in gene expression Widespread; exceptions are fungi, nematodes, basal plants.
Promoter methylation Gene expression control Vertebrates; Centipedes; Mealybugs; Sponges; Flowering Plants
Repeat-induced point mutation (RIP) Destruction of mobile elements to ensure genome stability Fungi-mostly Ascomycota
Periodic methylation by DNMT5 Genome compaction? Algae

DNA methylation in deuterostomes

Extensive studies of DNA methylation in mammalian cells demonstrated extremely high levels of methylation at ∼80% of cytosines in the CG context are methylated [54]. All the categories of DNA methylation present in Table 1 are found in mammals. DNA methylation of transposable elements (TEs) is required for robust silencing, as many TEs become desilenced when DNMTs are mutated [55]. Promoter methylation in mammals is associated with silencing of genes, often in a developmental context or at imprinted genes [56]. Failure of DNA methylation in development is lethal [57,58]. Further on in development genes are shut down in specific cells as part of differentiation [56]. It is important to note that DNA methylation acts in concert with many other epigenetic factors such as histone modifications, non-coding RNAs and nuclear localisation to maintain silencing of developmentally inactivated genes; positive feedback between all these epigenetic factors ensures robust silencing [59].

The role of methylation within genes, known as ‘gene-body' methylation, is more nuanced. Gene-body methylation is generally weakly associated with transcriptional activity, but this is not the case for all tissues [54,60]. In mammals DNMT3B carries a PWWP domain that binds to H3K36me3 modified nucleosomes, a modification associated with transcription, thus may be responsible for methylation being slightly higher at expressed genes [61]. Gene body methylation is hypothesised to play a role in preventing spurious transcription initiation from within the gene [61,62].

How ancient is the mammalian pattern of DNA methylation? Methylation within genes, transposons and promoters is found in chicken [63], zebrafish [64] and Xenopus [52]. However, the early-branching chordate Branchiostoma lanceolatum (Amphioxus) has methylation predominantly located within genes, with no evidence of extensive promoter methylation or TE methylation [65]. Similar patterns were observed in Ciona intestinalis [39]. Interestingly the early-branching chordate Oikilopleura has lost DNMT1 and DNMT3 [66]; despite this a study reported moderate levels of DNA methylation genome-wide [67]. This work was carried out using an immunoprecipitation approach and should probably be re-evaluated using bisulfite sequencing. In both Amphioxus and Ciona, there is a correlation between gene activity and DNA methylation [39,65].

Further back in deuterostome evolution, the sea urchin Strongylocentrotus purpuratus displays a similar pattern of DNA methylation to early-branching chordates. DNA methylation is found at a subset of expressed genes but apparently absent from TEs and promoters [68]. On this basis a reasonable conclusion would be that the genome-wide methylation pattern seen in vertebrates was not present in the ancestral deuterostomes. However, studying further species by bisulfite sequencing would be important to confirm this hypothesis. At present it is difficult to speculate about what changes in ecology or genome structure could have led to this change in DNA methylation [42,69]. Notably, TEs are abundant in the amphioxus genome [65], thus it is unlikely that the high repeat content that is a feature of vertebrate genomes is sufficient to explain the evolution of high genome-wide methylation levels.

DNA methylation in nematodes

The lineage leading to C. elegans lost DNMT1 and DNMT3 ∼350my ago [36]. However, some nematodes retain DNA methylation [36,70]. All nematodes with DNA methylation show some evidence of TE methylation, and no compelling evidence of methylation of genes [36]. Unusually, the nematode lineage leading to the mammalian parasites Trichinella spiralis Trichuris muris has retained DNMT3 but lost DNMT1, an unusual configuration across eukaryotes. In the nematode T. spiralis DNA methylation is associated with silencing by small RNAs [71] but it is not clear whether this is ancestral to the phylum. Loss of DNA methylation in nematode evolution correlates to the appearance of a new type of small RNA pathway, characterised by short RNA dependent RNA polymerase products known as 22G-RNAs [71], which silence TEs [72]; this may have enabled loss of DNA methylation by protecting the genome in its absence.

DNA methylation in arthropods

The honey bee was the first animal species outside of mammals to be subjected to whole genome bisulfite sequencing, which led to a long-held perception that arthropods, and indeed invertebrates more widely had methylation at a subset of highly expressed genes, with no methylation at TEs [42]. The honey bee and other hymenoptera as well as coeloptera display very low levels of methylation and a small subset of genes are methylated [39,40,47]. However, further back in arthropod evolution there is evidence of TE methylation [43,45,48]. Ancestral state reconstruction revealed that the most likely state involved ∼10% methylation of CG sequences in TEs and slightly higher in genes [48].

Across arthropods methylation at a subset of orthologous genes seems to have been conserved across ∼300my of evolution [48]. The mechanism whereby this occurs is likely to be distinct from the H3K36me3-directed mechanism observed in mammals, because similar genes are methylated even in lineages that have lost DNMT3 and only have DNMT1. Methylated genes are enriched for housekeeping functions and, interestingly, display ‘focussed' expression [26,44,48,73]. By mapping these genes to their Drosophila orthologues, it was shown that they were likely to have broad rather than tissue-specific expression [48]. This correlated to a characteristic nucleosome arrangement around the transcription start site and a broad transcription initiation region, characteristic of housekeeping genes [74]. Since Drosophila orthologues have these characteristics despite complete absence of CG methylation, it is likely that methylation is a consequence of the distinct nucleosome environment rather than a cause [48]. This offers a possible mechanistic explanation for why certain genes acquire methylation in arthropods.

Although low level TE methylation is widespread across arthropods methylation of particular TEs is not strongly associated with reduced TE expression [48]. However, two species, S. maritima and P. citri, show extensive TE methylation, and this correlates with the evolution of promoter methylation that is anticorrelated to gene expression, reminiscent of mammals [48]. In S. maritima, this may also be associated with the evolution of a novel family of DNA repeats [46]. Further study of other arthropod species will undoubtedly reveal further novel patterns of DNA methylation.

DNA methylation in lophotrochozoa

Our understanding of methylation patterns in lophotrochozoans is limited. In the mollusc Crassostrea gigas, there is methylation at genes but not TEs [75]. DNA methylation shows positive correlation with gene expression, although further analysis would be needed to test whether this is similar to arthropods, where ‘moderate' expression is enriched within methylated genes [75]. Integration of this data with analysis of nucleosome positioning in this species would also be interesting.

Within lophotrochozoa, the platyhelminth phylum is potentially interesting for further study. Parasitic flatworms are monophyletic and have lost DNMT1 and DNMT3 at the base of the group, alongside ALKB2 [76]. One report suggested that DNMT2 could methylate cytosine in DNA [20] but given findings from other organisms presented above, this may indicate false positive methylation or off-target, low-level methylation that is not relevant to its cellular role. The widely used free-living flatworm model organism Schmidtea mediterranea has lost DNMT1 and DNMT3, but some free-living flatworms, such as Macrostomum ligano [77], have retained both DNMT1 and DNMT3, alongside ALKB2. The patterns of methylation across the genome are unknown in any free-living flatworm.

Methylation in early-branching animals

DNA methylation has been studied at nucleotide resolution in two sponges (Amphimedon queenslandica and Sycon ciliatum), a sea anemone (Nematostella vectensis) and a comb jelly (Mnemiopsis leidyi) [78]. Comparative analyses showed that CG methylation within genes was present in all these organisms, but that the overall levels of DNA methylation were highest in the sponge A. queenslandica, which displayed vertebrate levels of DNA methylation, methylation of TEs, and variable methylation of promoters suggesting a role for DNA methylation in regulating gene expression [78].

Methylation patterns in plants

The evolution of methylation patterns in plants displays some similarities and some differences to that of animals. Extensive research has investigated methylation patterns in the model flowering plant Arabidopsis [13]. To summarise, CG methylation occurs at genes with moderate to high expression [10] and is associated with specific positions on the nucleosome [79], although it is not clear whether the relationship between positioned nucleosomes at the transcription start site and DNA methylation seen in arthropods is also present in Arabidopsis. Transposable elements and repeats have high levels of CG methylation and also are the sites of CHG and CHH methylation (where H = A or T), which has a silencing function [13]. Promoter methylation in the form seen in vertebrates is only rarely associated with silencing in Arabidopsis. However, sometimes protein-coding genes can be silenced by DNA methylation- this is due to acquisition of TE-like CHG and CHH methylation and can occur due to mutations where TE fragments jump into a protein-coding gene [80].

How well conserved are methylation patterns across plants? Within the Brassicaceae, close relatives of Arabidopsis, the overall patterns of methylation across the genome are largely conserved. Moreover, the level of methylation within the bodies of individual genes is conserved in orthologues in different species [81]. More widely, DNA methylation at gene bodies and TEs is generally conserved in flowering plants, although the levels of DNA methylation vary somewhat [82]. Nevertheless, the duckweed has lost gene body methylation and displays unusual TE methylation that is independent of small RNAs, suggesting that even within flowering plants, methylation patterns can evolve rapidly [83]. Interestingly, in contrast with conservation of gene body methylation in Brassicaceae, in maize, the specific genes that are subject to gene body methylation do not seem to be under strong purifying selection [84].

Outside of flowering plants, the distribution of methylation seen in Arabidopsis is not conserved. TE methylation is found in basal plants but the pattern of gene body methylation observed in Arabidopsis is not obvious, with the exception of the pine P. tanae and Charophytes such as Klebsorbium nitens [85–87]. Either recurrent gain of gene body methylation in some lineages including plants or loss of gene body methylation in many basal plant lineages are possible hypotheses to explain these patterns and further sampling is probably required to clarify this.

An important study on methylome evolution in plants identified two plant species Eutrema salsugineum and Conringia planisiliqua which have independently lost CG methylation at genes, correlating to the loss of the plant de novo methyltransferase CMT3 [88]. In these species the orthologues of genes with gene body methylation in closely related plants showed no difference in gene expression or gene expression variability [88,89] It was proposed that gene body methylation arises due to occasional random errors where CMT3 targets an expressed gene and introduces both CHG and CG methylation [87]. At transcribed genes, however, aberrant CHG methylation is lost because the transcription process recruits the H3K9 demethylase IMB1 [90]. In contrast, CG methylation can be maintained due to maintenance methyltransferases with little effect on transcription. In a direct test of this model, introduction of CMT3 into E. salsugineum causes acquisition of CG methylation that can be inherited in the absence of CMT3 [91].

Two key aspects required for this model are open to challenge. First, the model relies on faithful maintenance of methylation states through DNA replication but the stability of epimutations through long-term evolution experiments in Arabidopsis is limited [92–94]. It is possible, though, that epimutations spanning entire genes may have greater stability due to cooperativity between individual methylated cytosines [95]. Second, the apparent lack of effect on gene expression from DNA methylation has been challenged by comparative evolutionary analyses [96,97]. Laboratory experiments are much less sensitive to subtle fitness effects than evolution over millions of years. Nevertheless, this fascinating model has great potential to revise the assumption that notable features of genome-wide methylation patterns are adaptive and involved in gene regulation.

Methylation patterns in fungi

Comparative analysis of DNA methylation across fungi was the subject of a recent extensive study of 40 genomes by whole genome bisulfite sequencing to map DNA methylation [50]. Across fungi there was no evidence of gene body methylation of CG sequences. Instead, the CG methylation was frequently found at repeats. Indeed, the proportion of the genome made up of repetitive elements was a significant predictor of the genome-wide level of CG methylation [50]. This strongly implies that silencing of repetitive elements is the ancestral role of TE methylation in fungi.

Within fungi, some interesting examples of DNA methylation in TE regulation have evolved. Repeat induced point mutation, with the memorable acronym RIP, was first characterised in Neurospora crassa [98] but is present in many other Ascomycota [99]. RIP involves the activity of the cytosine methyltransferase Masc1 (also known as RID), which is recruited to repetitive DNA during meiosis and is associated with an extremely high rate of C-T transitions [100]. The mechanism is still unclear, because the endogenous rate of deamination is probably too slow to account for the rapid rate of mutagenesis [101]. There may be a specific enzyme that mediates deamination of methylated cytosine. An alternative possibility is that Masc1 itself catalyses this reaction [100]. So far this is the only known exploitation of the mutagenic properties of cytosine methylation but it may well have evolved in other species outside fungi.

Another widespread type of methylation in fungi that is likely TE-specific is associated with DNMT5 [7]. DNMT5 is thought to have maintenance activity [7,50], which has been demonstrated biochemically for the C. neoformans enzyme [8]. The evidence for a TE-directed role of DNMT5 comes from analysis of C. neoformans, which only has DNMT5 and where methylation is restricted to a subset of repeats concentrated at centromeres [7,8]. In other species with DNMT5 TE methylation is also seen [39,50] but as DNMT1 is present it is not clear whether DNMT5 is also required for this modification.

Other eukaryotic methylomes

The methylomes of the diverse group of single celled organisms at the base of the eukaryotic tree have so far been understudied. Many protists have lost DNA methylation completely, however, there are a number of organisms that retain DNA methylation [36] and a systematic study of these is still missing. One important study investigated methylation patterns in several brown and green algal species, finding genome-wide, highly periodic methylation linked to DNMT5 [7]. In the alga Emiliania huxleyi the periodicity was associated with nucleosome organisation, with methylation confined to linker regions of the DNA. This striking methylation pattern seems to have arisen specifically in this algal lineage [7]. Evidently, new patterns of DNA methylation to evolve even using the same machinery as found in other organisms and highlighting the need for more investigations in early-branching eukaryotes to clarify the ancestral state of the methylome.

Evolutionary history of the eukaryotic methylome

Gathering together the studies across eukaryotes described above, three possible hypotheses to explain the distribution of methylation patterns can be proposed.

  • 1) Gene body methylation of moderately expressed genes and dense TE methylation associated with TE silencing were ancestral, but either or both of these have been lost in individual lineages. This would be consistent with retention of both of these features in plants and animals. A slightly modified hypothesis to fit with the apparent rarity of TE methylation across animals would be that TE methylation was lost in primitive metazoa but regained in a few lineages such as vertebrates, sponge, nematodes and some arthropods [78].

  • 2) Gene body methylation was ancestral to eukaryotes but TE methylation evolved independently in vertebrates, plants, and some fungal lineages. The main factor in favour of this model is the fact that many animal lineages display some form of gene body methylation, and that gene body methylation seems to be targeted to genes with similar characteristics in plants and many animal species [32].

  • 3) Inspired by new thinking about gene body methylation in plants [87,91], TE methylation might have been ancestral to all eukaryotes but gene body methylation was not. Instead, gene body methylation arose repeatedly due to mistargeted TE methylation occasionally attacking genes (Figure 1A,B). In the original proposal for plants, this occurs due to CMT3 non-CG methylation [87], but other de novo methylation enzymes or even aberrant activity from a maintenance methyltransferase could initiate this process. Due to the ability of DNA methylation to be propagated through cell division, methylation of certain genes would persist. Two factors would make this more likely to happen at housekeeping genes:
    • i)  Consistent expression of housekeeping genes might resist heterochromatin formation, as in plants [91]
    • ii) Over long periods of time, selection to maintain sequence would be stronger at housekeeping genes than non-essential genes. As a result, C to T mutations that are promoted by methylation [27] would accumulate only in non-essential genes, causing them to degrade and eventually no longer be recognisable. Even if the origin of gene body methylation was independent in plants and animals, similar biases in the types of genes subject to methylation would emerge.

Figure 1. New hypotheses on the evolution of methylation across eukaryotes.

Figure 1.

(A) A model for how gene body methylation might be a consequence of evolutionary processes. Any gene could aberrantly acquire CG methylation, but in an inducible or tissue-specific gene, selection to maintain the gene is weaker so the increased mutation rate associated with 5mC leads to loss of gene function, whilst purifying selection preserves non housekeeping genes. (B) Recurrent acquisition of gene body methylation and loss of TE methylation characterises eukaryotic DNA methylation patterns. The guide tree is for illustration purposes only and branch lengths are not accurate. Only lineages in which some form of DNA methylation is retained are shown.

Hypothesis 3 underlies a very important point- that some of the features of methylomes recurring in different organisms could reflect constraints from the basic molecular biology of methyltransferases, which might not indicate conserved evolutionary history of the genome-wide methylation pattern. Another example of this may be the influence of nucleosome positioning on methylation patterns observed in plants, mammals and arthropods [48,79,102]. It also suggests that DNA methylation could be propagated independent of any functional benefit but that is coopted throughout evolution into different functional roles, a concept familiar from hypotheses concerning retrotransposons [103].

Perspectives

  • Methylomes often differ considerably even between closely related species and so examination of many phylogenetically distant species is vital to understand its evolution. New techniques to simultaneously acquire methylomes and genomes rapidly and cheaply should enable many more eukaryotic organisms to be characterised, which will assist ancestral state reconstruction to propose plausible hypotheses for key nodes on the eukaryotic family tree.

  • Specific DNA methylation patterns may not always be the product of adaptive natural selection. New hypotheses about how DNA methylation could be maintained without any specific benefit to organisms have the potential to inspire new ways of thinking about DNA methylation evolution.

  • Cancer methylomes are highly variable [104] and much of this is poorly understood [105]. Understanding some of the factors, including passive or selfish DNA methylation maintenance, that lead to changes in methylomes across species, could be applied to the rapidly evolving cancer cell and prompt new ideas for treatment.

Acknowledgements

Work in the Sarkies laboratory is funded by the Worldwide Cancer Fund (20-0006). The Medical Research Council (Transgenerational Epigenetics and Inheritance), the John Fell Foundation and the EPA Cephalosporin fund. Peter Sarkies gratefully acknowledges the support of the EMBO Young Investigator Program and Lincoln College Oxford.

Abbreviations

RIP

Repeat-induced point mutation

TE

transposable element

Competing Interests

The author declares that there are no competing interests associated with this manuscript.

References

  • 1.Jeltsch, A. (2006) Molecular enzymology of mammalian DNA methyltransferases. Curr. Top. Microbiol. Immunol. 301, 203–225 10.1007/3-540-31390-7_7 [DOI] [PubMed] [Google Scholar]
  • 2.Holliday, R. (1987) The inheritance of epigenetic defects. Science 238, 163–170 10.1126/science.3310230 [DOI] [PubMed] [Google Scholar]
  • 3.Holliday, R. (2006) Epigenetics: a historical overview. Epigenetics 1, 76–80 10.4161/epi.1.2.2762 [DOI] [PubMed] [Google Scholar]
  • 4.Law, J.A. and Jacobsen, S.E. (2010) Establishing, maintaining and modifying DNA methylation patterns in plants and animals. Nat. Rev. Genet. 11, 204–220 10.1038/nrg2719 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Ponger, L. and Li, W.-H. (2005) Evolutionary diversification of DNA methyltransferases in eukaryotic genomes. Mol. Biol. Evol. 22, 1119–1128 10.1093/molbev/msi098 [DOI] [PubMed] [Google Scholar]
  • 6.Jurkowski, T.P. and Jeltsch, A. (2011) On the evolutionary origin of eukaryotic DNA methyltransferases and Dnmt2. PLoS ONE 6, e28104 10.1371/journal.pone.0028104 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Huff, J.T. and Zilberman, D. (2014) Dnmt1-independent CG methylation contributes to nucleosome positioning in diverse eukaryotes. Cell 156, 1286–1297 10.1016/j.cell.2014.01.029 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Catania, S., Dumesic, P.A., Pimentel, H., Nasif, A., Stoddard, C.I., Burke, J.E.et al. (2020) Evolutionary persistence of DNA methylation for millions of years after ancient loss of a de novo methyltransferase. Cell 180, 263–277.e20 10.1016/j.cell.2019.12.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Cuypers, B., Dumetz, F., Meysman, P., Laukens, K., De Muylder, G., Dujardin, J.C.et al. (2020) The absence of c-5 DNA methylation in Leishmania donovani allows dna enrichment from complex samples. Microorganisms 8, 1252 10.3390/microorganisms8081252 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Lister, R., O'Malley, R.C., Tonti-Filippini, J., Gregory, B.D., Berry, C.C., Millar, A.H.et al. (2008) Highly integrated single-base resolution maps of the epigenome in Arabidopsis. Cell 133, 523–536 10.1016/j.cell.2008.03.029 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Stroud, H., Greenberg, M.V.C., Feng, S., Bernatavichute Y, V. and Jacobsen, S.E. (2013) Comprehensive analysis of silencing mutants reveals complex regulation of the Arabidopsis methylome. Cell 152, 352–364 10.1016/j.cell.2012.10.054 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Zemach, A., Kim, M.Y., Hsieh, P.H., Coleman-Derr, D., Eshed-Williams, L., Thao, K.et al. (2013) The arabidopsis nucleosome remodeler DDM1 allows DNA methyltransferases to access H1-containing heterochromatin. Cell 153, 193–205 10.1016/j.cell.2013.02.033 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Zhang, H., Lang, Z. and Zhu, J.K. (2018) Dynamics and function of DNA methylation in plants. Nat. Rev. Mol. Cell Biol. 19, 489–506 10.1038/s41580-018-0016-z [DOI] [PubMed] [Google Scholar]
  • 14.Ziller, M.J., Müller, F., Liao, J., Zhang, Y., Gu, H., Bock, C.et al. (2011) Genomic distribution and inter-sample variation of Non-CpG methylation across human cell types. PLoS Genet. 7, e1002389 10.1371/journal.pgen.1002389 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Mo, A., Mukamel, E.A., Davis, F.P., Luo, C., Henry, G.L., Picard, S.et al. (2015) Epigenomic signatures of neuronal diversity in the mammalian brain. Neuron 86, 1369–1384 10.1016/j.neuron.2015.05.018 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.de Mendoza, A., Poppe, D., Buckberry, S., Pflueger, J., Albertin, C.B., Daish, T.et al. (2021) The emergence of the brain non-CpG methylation system in vertebrates. Nat. Ecol. Evol. 5, 369–378 10.1038/s41559-020-01371-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Gabel, H.W., Kinde, B., Stroud, H., Gilbert, C.S., Harmin, D.A., Kastan, N.R.et al. (2015) Disruption of DNA-methylation-dependent long gene repression in Rett syndrome. Nature 522, 89–93 10.1038/nature14319 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Goll, M.G., Kirpekar, F., Maggert, K.A., Yoder, J.A., Hsieh, C.-L., Zhang, X.et al. (2006) Methylation of tRNAAsp by the DNA methyltransferase homolog Dnmt2. Science 311, 395–398 10.1126/science.1120976 [DOI] [PubMed] [Google Scholar]
  • 19.Geyer, K.K., Chalmers, I.W., MacKintosh, N., Hirst, J.E., Geoghegan, R., Badets, M.et al. (2013) Cytosine methylation is a conserved epigenetic feature found throughout the phylum platyhelminthes. BMC Genomics 14, 462 10.1186/1471-2164-14-462 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Geyer, K.K., Rodríguez López, C.M., Chalmers, I.W., Munshi, S.E., Truscott, M., Heald, J.et al. (2011) Cytosine methylation regulates oviposition in the pathogenic blood fluke schistosoma mansoni. Nat. Commun. 2, 424 10.1038/ncomms1433 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Phalke, S., Nickel, O., Walluscheck, D., Hortig, F., Onorati, M.C. and Reuter, G. (2009) Retrotransposon silencing and telomere integrity in somatic cells of Drosophila depends on the cytosine-5 methyltransferase DNMT2. Nat. Genet. 41, 696–702 10.1038/ng.360 [DOI] [PubMed] [Google Scholar]
  • 22.Gouil, Q. and Keniry, A. (2019) Latest techniques to study DNA methylation. Essays Biochem. 63, 639–648 10.1042/EBC20190027 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.O'Brown, Z.K., Boulias, K., Wang, J., Wang, S.Y., O'Brown, N.M., Hao, Z.et al. (2019) Sources of artifact in measurements of 6 mA and 4mC abundance in eukaryotic genomic DNA. BMC Genomics 20, 445 10.1186/s12864-019-5754-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Raddatz, G., Guzzardo, P.M., Olova, N., Fantappié, M.R., Rampp, M., Schaefer, M.et al. (2013) Dnmt2-dependent methylomes lack defined DNA methylation patterns. Proc. Natl Acad. Sci. U.S.A. 110, 8627–8631 10.1073/pnas.1306723110 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Bird, A.P. (1980) DNA methylation and the frequency of CpG in animal DNA. Nucleic Acids Res. 8, 1499–1504 10.1093/nar/8.7.1499 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Lyko, F., Foret, S., Kucharski, R., Wolf, S., Falckenhayn, C. and Maleszka, R. (2010) The honey bee epigenomes: differential methylation of brain DNA in queens and workers. PLoS Biol. 8, e1000506 10.1371/journal.pbio.1000506 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Alexandrov, L.B., Jones, P.H., Wedge, D.C., Sale, J.E., Campbell, P.J., Nik-Zainal, S.et al. (2015) Clock-like mutational processes in human somatic cells. Nat. Genet. 47, 1402–1407 10.1038/ng.3441 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 28.Waters, T.R. and Swann, P.F. (1998) Kinetics of the action of thymine DNA glycosylase. J. Biol. Chem. 273, 20007–20014 10.1074/jbc.273.32.20007 [DOI] [PubMed] [Google Scholar]
  • 29.Svilar, D., Goellner, E.M., Almeida, K.H. and Sobol, R.W. (2011) Base excision repair and lesion-dependent subpathways for repair of oxidative DNA damage. Antioxidants Redox Signal. 14, 2491–2507 10.1089/ars.2010.3466 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Krokan, H.E. and Bjørås, M. (2013) Base excision repair. Cold Spring Harb. Perspect. Biol. 5, a012583 10.1101/cshperspect.a012583 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Lynch, M., Ackerman, M.S., Gout, J.F., Long, H., Sung, W., Thomas, W.K.et al. (2016) Genetic drift, selection and the evolution of the mutation rate. Nat. Rev. Genet. 17, 704–714 10.1038/nrg.2016.104 [DOI] [PubMed] [Google Scholar]
  • 32.Zilberman, D. (2017) An evolutionary case for functional gene body methylation in plants and animals. Genome Biol. 18, 87 10.1186/s13059-017-1230-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Ougland, R., Rognes, T., Klungland, A. and Larsen, E. (2015) Non-homologous functions of the AlkB homologs. J. Mol. Cell Biol. 7, 494–504 10.1093/jmcb/mjv029 [DOI] [PubMed] [Google Scholar]
  • 34.Sedgwick, B. (2004) Repairing DNA-methylation damage. Nat. Rev. Mol. Cell Biol. 5, 148–157 10.1038/nrm1312 [DOI] [PubMed] [Google Scholar]
  • 35.Nieminuszczy, J., Mielecki, D., Sikora, A., Wrzesiński, M., Chojnacka, A., Krwawicz, J.et al. (2009) Mutagenic potency of MMS-induced 1meA/3meC lesions in E. coli. Environ. Mol. Mutagen. 50, 791–799 10.1002/em.20497 [DOI] [PubMed] [Google Scholar]
  • 36.Rošić, S., Amouroux, R., Requena, C.E., Gomes, A., Emperle, M., Beltran, T.et al. (2018) Evolutionary analysis indicates that DNA alkylation damage is a byproduct of cytosine DNA methyltransferase activity. Nat. Genet. 50, 452–459 10.1038/s41588-018-0061-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Dukatz, M., Requena, C.E., Emperle, M., Hajkova, P., Sarkies, P. and Jeltsch, A. (2019) Mechanistic insights into cytosine-N3 methylation by DNA methyltransferase DNMT3A. J. Mol. Biol. 431, 3139–3145 10.1016/j.jmb.2019.06.015 [DOI] [PubMed] [Google Scholar]
  • 38.Wang, Y., Jorda, M., Jones, P.L., Maleszka, R., Ling, X., Robertson, H.M.et al. (2006) Functional CpG methylation system in a social insect. Science 314, 645–647 10.1126/science.1135213 [DOI] [PubMed] [Google Scholar]
  • 39.Zemach, A., McDaniel, I.E.. Silva, P. and Zilberman, D. (2010) Genome-wide evolutionary analysis of eukaryotic DNA methylation. Science 328, 916–919 10.1126/science.1186366 [DOI] [PubMed] [Google Scholar]
  • 40.Feng, S., Cokus, S.J., Zhang, X., Chen, P.-Y., Bostick, M., Goll, M.G.et al. (2010) Conservation and divergence of methylation patterning in plants and animals. Proc. Natl Acad. Sci. U.S.A. 107, 8689–8694 10.1073/pnas.1002720107 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.Hunt, B.G., Glastad, K.M., Yi S, V. and Goodisman, M.A.D. (2013) Patterning and regulatory associations of DNA methylation are mirrored by histone modifications in insects. Genome Biol. Evol. 5, 591–598 10.1093/gbe/evt030 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Keller, T.E., Han, P. and Yi S, V. (2016) Evolutionary transition of promoter and gene body DNA methylation across invertebrate-vertebrate boundary. Mol. Biol. Evol. 33, 1019–1028 10.1093/molbev/msv345 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.Liu, S., Aagaard, A., Bechsgaard, J. and Bilde, T. (2019) DNA methylation patterns in the social spider, Stegodyphus dumicola. Genes (Basel) 10, 137 10.3390/genes10020137 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 44.Gatzmann, F., Falckenhayn, C., Gutekunst, J., Hanna, K., Raddatz, G., Carneiro, V.C.et al. (2018) The methylome of the marbled crayfish links gene body methylation to stable expression of poorly accessible genes. Epigenetics Chromatin 11, 57 10.1186/s13072-018-0229-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Falckenhayn, C., Boerjan, B., Raddatz, G., Frohme, M., Schoofs, L. and Lyko, F. (2013) Characterization of genome methylation patterns in the desert locust Schistocerca gregaria. J. Exp. Biol. 216, 1423–1429 10.1242/jeb.080754 [DOI] [PubMed] [Google Scholar]
  • 46.de Mendoza, A., Pflueger, J. and Lister, R. (2019) Capture of a functionally active methyl-CpG binding domain by an arthropod retrotransposon family. Genome Res. 29, 1277–1286 10.1101/gr.243774.118 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 47.Bewick, A.J., Vogel, K.J., Moore, A.J. and Schmitz, R.J. (2017) Evolution of DNA methylation across insects. Mol. Biol. Evol. 34, 654–665 10.1093/molbev/msw264 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 48.Lewis, S.H., Ross, L., Bain, S.A., Pahita, E., Smith, S.A., Cordaux, R.et al. (2020) Widespread conservation and lineage-specific diversification of genome-wide DNA methylation patterns across arthropods. PLoS Genet. 16, e1008864 10.1371/journal.pgen.1008864 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 49.Cunningham, C.B., Ji, L., Wiberg, R.A.W., Shelton, J., McKinney, E.C., Parker, D.J.et al. (2015) The genome and methylome of a beetle with complex social behavior, nicrophorus vespilloides (coleoptera: Silphidae). Genome Biol. Evol. 7, 3383–3396 10.1093/gbe/evv194 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 50.Bewick, A.J., Hofmeister, B.T., Powers, R.A., Mondo, S.J., Grigoriev I, V., James, T.Y.et al. (2019) Diversity of cytosine methylation across the fungal tree of life. Nat. Ecol. Evol. 3, 479–490 10.1038/s41559-019-0810-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 51.Nashun, B., Hill, P.W.S. and Hajkova, P. (2015) Reprogramming of cell fate: epigenetic memory and the erasure of memories past. EMBO J. 34, 1296–1308 10.15252/embj.201490649 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 52.Bogdanović, O., Smits, A.H., De La Calle Mustienes, E., Tena, J.J., Ford, E., Williams, R.et al. (2016) Active DNA demethylation at enhancers during the vertebrate phylotypic period. Nat. Genet. 48, 417–426 10.1038/ng.3522 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Tucci, V., Isles, A.R., Kelsey, G., Ferguson-Smith, A.C., Bartolomei, M.S., Benvenisty, N.et al. (2019) Genomic imprinting and physiological processes in mammals. Cell 176, 952–965 10.1016/j.cell.2019.01.043 [DOI] [PubMed] [Google Scholar]
  • 54.Lister, R., Pelizzola, M., Dowen, R.H., Hawkins, R.D., Hon, G., Tonti-Filippini, J.et al. (2009) Human DNA methylomes at base resolution show widespread epigenomic differences. Nature 462, 315–322 10.1038/nature08514 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 55.Walsh, C.P., Chaillet, J.R. and Bestor, T.H. (1998) Transcription of IAP endogenous retroviruses is constrained by cytosine methylation. Nat. Genet. 20, 116–117 10.1038/2413 [DOI] [PubMed] [Google Scholar]
  • 56.Greenberg, M.V.C. and Bourc'his, D. (2019) The diverse roles of DNA methylation in mammalian development and disease. Nat. Rev. Mol. Cell Biol. 20, 590–607 10.1038/s41580-019-0159-6 [DOI] [PubMed] [Google Scholar]
  • 57.Li, E., Bestor, T.H. and Jaenisch, R. (1992) Targeted mutation of the DNA methyltransferase gene results in embryonic lethality. Cell 69, 915–926 10.1016/0092-8674(92)90611-F [DOI] [PubMed] [Google Scholar]
  • 58.Okano, M., Bell, D.W., Haber, D.A. and Li, E. (1999) DNA methyltransferases Dnmt3a and Dnmt3b are essential for de novo methylation and mammalian development. Cell 99, 247–257 10.1016/S0092-8674(00)81656-6 [DOI] [PubMed] [Google Scholar]
  • 59.Sarkies, P. and Sale, J.E. (2012) Cellular epigenetic stability and cancer. Trends Genet. 28, 118–127 10.1016/j.tig.2011.11.005 [DOI] [PubMed] [Google Scholar]
  • 60.Varley, K.E., Gertz, J., Bowling, K.M., Parker, S.L., Reddy, T.E., Pauli-Behn, F.et al. (2013) Dynamic DNA methylation across diverse human cell lines and tissues. Genome Res. 23, 555–567 10.1101/gr.147942.112 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 61.Neri, F., Rapelli, S., Krepelova, A., Incarnato, D., Parlato, C., Basile, G.et al. (2017) Intragenic DNA methylation prevents spurious transcription initiation. Nature 543, 72–77 10.1038/nature21373 [DOI] [PubMed] [Google Scholar]
  • 62.Teissandier, A. and Bourc'his, D. (2017) Gene body DNA methylation conspires with H3K36me3 to preclude aberrant transcription. EMBO J. 36, 1471–1473 10.15252/embj.201796812 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 63.Lee, I., Rasoul, B.A., Holub, A.S., Lejeune, A., Enke, R.A. and Timp, W. (2017) Data descriptor: whole genome DNA methylation sequencing of the chicken retina, cornea and brain. Sci. Data 4, 170148 10.1038/sdata.2017.148 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 64.Goll, M.G. and Halpern, M.E. (2011) DNA methylation in zebrafish. Prog. Mol. Biol. Transl. Sci. 101, 193–218 10.1016/B978-0-12-387685-0.00005-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 65.Huang, S., Chen, Z., Yan, X., Yu, T., Huang, G., Yan, Q.et al. (2014) Decelerated genome evolution in modern vertebrates revealed by analysis of multiple lancelet genomes. Nat. Commun. 5, 5896 10.1038/ncomms6896 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 66.Danks, G., Campsteijn, C., Parida, M., Butcher, S., Doddapaneni, H., Fu, B.et al. (2013) Oikobase: a genomics and developmental transcriptomics resource for the urochordate Oikopleura dioica. Nucleic Acids Res. 41, D845–G853 10.1093/nar/gks1159 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 67.Navratilova, P., Danks, G.B., Long, A., Butcher, S., Manak, J.R. and Thompson, E.M. (2017) Sex-specific chromatin landscapes in an ultra-compact chordate genome. Epigenetics and Chromatin 10, 3 10.1186/s13072-016-0110-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 68.Strader, M.E., Kozal, L.C., Leach, T.S., Wong, J.M., Chamorro, J.D., Housh, M.J.et al. (2020) Examining the role of DNA methylation in transcriptomic plasticity of early stage Sea urchins: developmental and maternal effects in a kelp forest herbivore. Front. Mar. Sci. 7. 10.3389/fmars.2020.00205 [DOI] [Google Scholar]
  • 69.Suzuki, M.M. and Bird, A. (2008) DNA methylation landscapes: provocative insights from epigenomics. Nat. Rev. Genet. 9, 465–476 10.1038/nrg2341 [DOI] [PubMed] [Google Scholar]
  • 70.Gao, F., Liu, X., Wu, X.P., Wang, X.L., Gong, D., Lu, H.et al. (2012) Differential DNA methylation in discrete developmental stages of the parasitic nematode Trichinella spiralis. Genome Biol. 13, R100 10.1186/gb-2012-13-10-r100 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 71.Sarkies, P., Selkirk, M.E., Jones, J.T., Blok, V., Boothby, T., Goldstein, B.et al. (2015) Ancient and novel small RNA pathways compensate for the loss of piRNAs in multiple independent nematode lineages. PLoS Biol. 13, e1002061 10.1371/journal.pbio.1002061 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 72.Kasper, D.M., Gardner, K.E. and Reinke, V. (2014) Homeland security in the C. elegans germ line: insights into the biogenesis and function of piRNAs. Epigenetics 9, 62–74 10.4161/epi.26647 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 73.Bonasio, R., Li, Q., Lian, J., Mutti, N.S., Jin, L., Zhao, H.et al. (2012) Genome-wide and caste-specific DNA methylomes of the ants camponotus floridanus and harpegnathos saltator. Curr. Biol. 22, 1755–1764 10.1016/j.cub.2012.07.042 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 74.Haberle, V. and Lenhard, B. (2016) Promoter architectures and developmental gene regulation. Semin. Cell Dev. Biol. 57, 11–23 10.1016/j.semcdb.2016.01.014 [DOI] [PubMed] [Google Scholar]
  • 75.Wang, X., Li, Q., Lian, J., Li, L., Jin, L., Cai, H.et al. (2014) Genome-wide and single-base resolution DNA methylomes of the Pacific oyster Crassostrea gigas provide insight into the evolution of invertebrate CpG methylation. BMC Genomics 15, 1119 10.1186/1471-2164-15-1119 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 76.Tsai, I.J., Zarowiecki, M., Holroyd, N., Garciarrubio, A., Sanchez-Flores, A., Brooks, K.L.et al. (2013) The genomes of four tapeworm species reveal adaptations to parasitism. Nature 496, 57–63 10.1038/nature12031 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 77.Wasik, K., Gurtowski, J., Zhou, X., Ramos, O.M., Delás, M.J., Battistoni, G.et al. (2015) Genome and transcriptome of the regeneration-competent flatworm, Macrostomum lignano. Proc. Natl Acad. Sci. U.S.A. 112, 12462–12467 10.1073/pnas.1516718112 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 78.de Mendoza, A., Hatleberg, W.L., Pang, K., Leininger, S., Bogdanovic, O., Pflueger, J.et al. (2019) Convergent evolution of a vertebrate-like methylome in a marine sponge. Nat. Ecol. Evol. 3, 1464–1473 10.1038/s41559-019-0983-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 79.Chodavarapu, R.K., Feng, S., Bernatavichute Y, V., Chen, P.-Y., Stroud, H., Yu, Y.et al. (2010) Relationship between nucleosome positioning and DNA methylation. Nature 466, 388–392 10.1038/nature09147 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 80.Schmitz, R.J., Schultz, M.D., Urich, M.A., Nery, J.R., Pelizzola, M., Libiger, O.et al. (2013) Patterns of population epigenomic diversity. Nature 495, 193–198 10.1038/nature11968 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 81.Seymour, D.K., Koenig, D., Hagmann, J., Becker, C. and Weigel, D. (2014) Evolution of DNA methylation patterns in the Brassicaceae is driven by differences in genome organization. PLoS Genet. 10, e1004785 10.1371/journal.pgen.1004785 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 82.Niederhuth, C.E., Bewick, A.J., Ji, L., Alabady, M.S., Kim, K.D., Li, Q.et al. (2016) Widespread natural variation of DNA methylation within angiosperms. Genome Biol. 17, 194 10.1186/s13059-016-1059-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 83.Harkess, A., Bewick, A.J., Lu, Z., Fourounjian, P., Messing, J., Michael, T.P.et al. (2020) Unusual predominance of maintenance DNA methylation in Spirodela polyrhiza. bioRxiv 10.1101/2020.12.03.410332 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 84.Xu, G., Lyu, J., Li, Q., Liu, H., Wang, D., Zhang, M.et al. (2020) Evolutionary and functional genomics of DNA methylation in maize domestication and improvement. Nat. Commun. 11, 5539 10.1038/s41467-020-19333-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 85.Takuno, S. and Gaut, B.S. (2013) Gene body methylation is conserved between plant orthologs and is of evolutionary consequence. Proc. Natl Acad. Sci. U.S.A. 110, 1797–1802 10.1073/pnas.1215380110 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 86.Takuno, S., Ran, J.H. and Gaut, B.S. (2016) Evolutionary patterns of genic DNA methylation vary across land plants. Nat. Plants 2, 15222 10.1038/nplants.2015.222 [DOI] [PubMed] [Google Scholar]
  • 87.Bewick, A.J. and Schmitz, R.J. (2017) Gene body DNA methylation in plants. Curr. Opin. Plant Biol. 36, 103–110 10.1016/j.pbi.2016.12.007 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 88.Bewick, A.J., Ji, L., Niederhuth, C.E., Willing, E.M., Hofmeister, B.T., Shi, X.et al. (2016) On the origin and evolutionary consequences of gene body DNA methylation. Proc. Natl Acad. Sci. U.S.A. 113, 9111–9116 10.1073/pnas.1604666113 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 89.Bewick, A.J., Zhang, Y., Wendte, J.M., Zhang, X. and Schmitz, R.J. (2019) Evolutionary and experimental loss of gene body methylation and its consequence to gene expression. G3 (Bethesda) 9, 2441–2445 10.1534/g3.119.400365 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 90.Bewick, A.J., Niederhuth, C.E., Ji, L., Rohr, N.A., Griffin, P.T., Leebens-Mack, J.et al. (2017) The evolution of CHROMOMETHYLASES and gene body DNA methylation in plants. Genome Biol. 18, 65 10.1186/s13059-017-1195-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 91.Wendte, J.M., Zhang, Y., Ji, L., Shi, X., Hazarika, R.R., Shahryary, Y.et al. (2019) Epimutations are associated with CHROMOMETHYLASE 3-induced de novo DNA methylation. eLife 8, e47981 10.7554/eLife.47891 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 92.Schmitz, R.J., Schultz, M.D., Lewsey, M.G., O'Malley, R.C., Urich, M.A., Libiger, O.et al. (2011) Transgenerational epigenetic instability is a source of novel methylation variants. Science 334, 369–373 10.1126/science.1212959 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 93.Becker, C., Hagmann, J., Müller, J., Koenig, D., Stegle, O., Borgwardt, K.et al. (2011) Spontaneous epigenetic variation in the Arabidopsis thaliana methylome. Nature 480, 245–249 10.1038/nature10555 [DOI] [PubMed] [Google Scholar]
  • 94.van der Graaf, A., Wardenaar, R., Neumann, D.A., Taudt, A., Shaw, R.G., Jansen, R.C.et al. (2015) Rate, spectrum, and evolutionary dynamics of spontaneous epimutations. Proc. Natl Acad. Sci. U.S.A. 112, 6676–6681 10.1073/pnas.1424254112 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 95.Hofmeister, B.T., Lee, K., Rohr, N.A., Hall, D.W. and Schmitz, R.J. (2017) Stable inheritance of DNA methylation allows creation of epigenotype maps and the study of epiallele inheritance patterns in the absence of genetic variation. Genome Biol. 18, 155 10.1186/s13059-017-1288-x [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 96.Muyle, A. and Gaut, B.S. (2019) Loss of gene body methylation in eutrema salsugineum is associated with reduced gene expression. Mol. Biol. Evol. 36, 155–158 10.1093/molbev/msy204 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 97.Seymour, D.K. and Gaut, B.S. (2020) Phylogenetic shifts in gene body methylation correlate with gene expression and reflect trait conservation. Mol. Biol. Evol. 37, 31–43 10.1093/molbev/msz195 [DOI] [PubMed] [Google Scholar]
  • 98.Aramayo, R. and Selker, E.U. (2013) Neurospora crassa, a model system for epigenetics research. Cold Spring Harb. Perspect. Biol. 5, a017921 10.1101/cshperspect.a017921 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 99.van Wyk, S., Wingfield, B.D., De Vos, L., van der Merwe, N.A. and Steenkamp, E.T. (2021) Genome-wide analyses of repeat-Induced point mutations in the Ascomycota. Front. Microbiol. 11, 622368 10.3389/fmicb.2020.622368 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 100.Gladyshev, E. (2017) Repeat-induced point mutation and other genome defense mechanisms in fungi. Microbiol. Spectr. 5, 10.1128/microbiolspec.FUNK-0042-2017 10.1128/microbiolspec.FUNK-0042-2017 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 101.Wang, L., Sun, Y., Sun, X., Yu, L., Xue, L., He, Z.et al. (2020) Repeat-induced point mutation in Neurospora crassa causes the highest known mutation rate and mutational burden of any cellular life. Genome Biol. 21, 142 10.1186/s13059-020-02060-w [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 102.Zhang, L., Xie, W.J., Liu, S., Meng, L., Gu, C. and Gao, Y.Q. (2017) DNA methylation landscape reflects the spatial organization of chromatin in different cells. Biophys. J. 113, 1395–1404 10.1016/j.bpj.2017.08.019 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 103.Chuong, E.B., Elde, N.C. and Feschotte, C. (2017) Regulatory activities of transposable elements: from conflicts to benefits. Nat. Rev. Genet. 18, 71–86 10.1038/nrg.2016.139 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 104.Timp, W., Bravo, H.C., McDonald, O.G., Goggins, M., Umbricht, C., Zeiger, M.et al. (2014) Large hypomethylated blocks as a universal defining epigenetic alteration in human solid tumors. Genome Med. 6, 61 10.1186/s13073-014-0061-y [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 105.Nebbioso, A., Tambaro, F.P., Dell'Aversana, C. and Altucci, L. (2018) Cancer epigenetics: moving forward. PLoS Genet. 14, e1007362 10.1371/journal.pgen.1007362 [DOI] [PMC free article] [PubMed] [Google Scholar]

Articles from Biochemical Society Transactions are provided here courtesy of Portland Press Ltd

RESOURCES