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Review

DNA Methyltransferases: From Evolution to Clinical Applications

by
Victor M. Del Castillo Falconi
1,2,
Karla Torres-Arciga
1,2,
Genaro Matus-Ortega
3,
José Díaz-Chávez
1,2,* and
Luis A. Herrera
1,2,4,*
1
Instituto Nacional de Cancerología (INCAN), Avenida San Fernando No. 22, Sección XVI Tlalpan, Ciudad de México 14080, Mexico
2
Unidad de Investigación Biomédica en Cáncer, Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), Coyoacán, Ciudad de México 04510, Mexico
3
Departamento de Bioquímica, Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM), Coyoacán, Ciudad de México 04510, Mexico
4
Instituto Nacional de Medicina Genómica, Periferico Sur 4809, Arenal Tepepan, Tlalpan, Ciudad de México 14610, Mexico
*
Authors to whom correspondence should be addressed.
Int. J. Mol. Sci. 2022, 23(16), 8994; https://doi.org/10.3390/ijms23168994
Submission received: 9 July 2022 / Revised: 28 July 2022 / Accepted: 2 August 2022 / Published: 12 August 2022
(This article belongs to the Special Issue State-of-the-Art Molecular Oncology in Mexico)

Abstract

:
DNA methylation is an epigenetic mark that living beings have used in different environments. The MTases family catalyzes DNA methylation. This process is conserved from archaea to eukaryotes, from fertilization to every stage of development, and from the early stages of cancer to metastasis. The family of DNMTs has been classified into DNMT1, DNMT2, and DNMT3. Each DNMT has been duplicated or deleted, having consequences on DNMT structure and cellular function, resulting in a conserved evolutionary reaction of DNA methylation. DNMTs are conserved in the five kingdoms of life: bacteria, protists, fungi, plants, and animals. The importance of DNMTs in whether methylate or not has a historical adaptation that in mammals has been discovered in complex regulatory mechanisms to develop another padlock to genomic insurance stability. The regulatory mechanisms that control DNMTs expression are involved in a diversity of cell phenotypes and are associated with pathologies transcription deregulation. This work focused on DNA methyltransferases, their biology, functions, and new inhibitory mechanisms reported. We also discuss different approaches to inhibit DNMTs, the use of non-coding RNAs and nucleoside chemical compounds in recent studies, and their importance in biological, clinical, and industry research.

1. Introduction

DNA methylation is an essential epigenetic mark that living beings have used to survive in different ambient conditions. For example, in prokaryotes, it is used to differentiate their own DNA from foreign DNA and avoid endoreduplication [1]. Moreover, in eukaryotes, DNA methylation is used to silence DNA fragments and whole chromosomes, program cell differentiation, and avoid errors in DNA cell segregation [2,3,4]. In addition, DNA methylation is a promising molecular tool to cause changes in living beings’ phenotypes in an epigenetic way, for example, in plants or mushrooms metabolites production, reproduction, differentiation, or clinical use to treat diseases [2,3,4,5]. In mammalians, there are several mechanisms to regulate the expression or the gene dose of DNMTs. In cancer, these mechanisms have been shown to be the product of alternative splicing isoforms and non-coding RNAs that regulate DNMTs mRNA expression [6,7]. Interestingly, these regulatory mechanisms are affected in cancer, changing dose in initiation, progression, and metastasis. In this sense, several compounds inhibit DNA methylation and are probed to combine chemotherapies in cancer treatments [8,9]. Therefore, DNA-methyltransferases (DNMTs) are an exciting subject for researching the capacity to manipulate the living cells’ phenotypes.
The MTases family catalyzes DNA methylation, and it is a conserved mechanism from archaea to eukaryotes, from fertilization to every stage of development and from early stages of cancer to metastasis [6]. However, to do or not to do, “methylate or not methylate DNA” is an important question that MTases need to answer. Many examples and many inhibitory mechanisms throughout evolution have been reported. For instance, in prokaryotes, MTases methylate host DNA, and endonucleases digest foreign unmethylated DNA [10]. MTases methylate the X chromosome in eukaryotes and repress gene expression [11]. During development, MTases need to be silenced, and as a result, DNA methylation is absent [12]. Many different inhibitory mechanisms have been reported in cancer, such as non-coding RNAs that target MTases and overexpression of inactive MTases isoforms product of alternative splicing [13]. These studies suggest that methylate or not methylate DNA is a precise decision to survive in different ambients and developmental states.
This work focused on DNA Methyltransferases, their biology, their functions, and their new inhibitory mechanisms reported. Many studies have focused on DNMTs because they have an important role in the epigenetic regulation of living beings [14]. Other interesting opportunity areas of research in MTases could be in treatments of human and plant parasites, the reproductive interest and plants, fungi metabolites, and other cancer or psychiatric disorders treatments [15,16]. Interestingly, studies in DNMTs expression have focused on social context. Arthropod studies have shown that different population statuses have different quantities of DNMTs, suggesting a role in DNA methylation and the hierarchical social order in the species [17]. These are several examples of DNMTs researchers’ interest and findings at this time. Some regulatory mechanisms in cancer have been reported as the competence of isoforms without catalytic domain or non-coding RNAs expression to target DNMTs. And also, the impact of expression of DNMTs is a good topic as a biomarker and target in cancer [18]. DNMTs are essential in living beings’ evolution. Understanding them could significantly impact several areas to develop new molecular tools; however, more research is necessary.

2. DNA Methyltransferases

2.1. The Structure of MTAses

DNA methyltransferases (MTases) are conserved in living beings acting in orchestra with other epigenetic players. They have positioned themselves with a few exceptions as the main transcription regulators. MTases are a group with methyltransferase activity; they have evolved in different orthologs, but all have the methyltransferase domain and a DNA target recognition domain. Living beings have conserved MTases to survive the different and dynamic ambient conditions [2,3,4,5,19].
The reaction mechanism of MTases catalyzes DNA methylation in adenine or cytosine bases is known. All MTases interact with the cofactor S-adenosyl methionine (AdoMet) to transfer a methyl group and produce S-adenosyl-l-homocysteine (AdoHcy) and methylated DNA [20]. Moreover, another characteristic of all MTases is that they have three protein domains (in the carboxy-terminal domain for DNMTs): The adoMet binding domain, which interacts with AdoMet to obtain the methyl group; a target recognition domain (TRD), which recognize a short sequence of DNA to be targeted for methylation, and the catalytic domain, which transfers a methyl group to AdoMet to the targeted nucleotide [20] (Figure 1). These domains are the set of MTases, which beings have conserved in almost all species of living beings.
The primary sequence of MTases is essential to methyltransferase activity, but the shape is also crucial. The structural conformation domains and different motifs of MTases have been reviewed in other works [6,7], where domain or domains conformed MTases in all cases. First, in the amino-terminal domain, some motifs interact with CpG sequences as the CXXC domain in DNMT1 [21,22,23]. Still, without the CXXC motif, DNMT1 can’t actively interact with the PCNA motive to serve in DNA replication [24,25]; the PWWP motif in DNMT3A and DNMT3B, which interacts with chromatin proteins and localizes them in centromeric and pericentromeric chromatin [11,26]. The shape and the amino acid primary sequences of MTases are essential to be conserved in the catalytic domain in all living beings. The variable part on TRD is also evolving to give specificity to DNMTs duplications [25].

2.2. DNA Cytosine 5′MTases Biology

MTases had been shown duplicated in different taxa to give place to different paralogs in any species. MTases have redundancy functions, but MTases could influence the gene transcription specificity in the variation of living beings to their own ambient conditions. For example, in mammals, DNA methyltransferase 1 (DNMT1) was the first DNMT identified with DNA methyltransferase activity. DNMT1 is called maintenance DNMT because it methylates hemimethylated DNA through the cell cycle to maintain the epigenetic memory in differentiated cells [11,26,27]. DNMT2 is the most widely distributed DNMT in living beings. DNMT2 has RNA methylation activity, and it is believed that DNMT2 was the first DNMT in life [2]. DNMT3 is a paralog gene of DNMT that has been duplicated many times in different organisms: DNMT3A, DNMT3B, and DNMT3L are the most frequent duplication events; however, it has been found more than one duplication event in zebrafish. DNMT3 isoforms can also interact between them as accessory proteins putting together a DNMT3 complex. In fact, DNMT3L binds to DNMT3A and DNMT3B and enhances their catalytical activity [28]. Recently, DNMT3C was described as a novel paralog of DNMT protein reported that originated from DNMT3B duplication. DNMT3C has been studied in mice, and it has been shown that it functions in retrotransposon methylation and other repetitive sequences. Interestingly, DNMT3C has a vital role in male fertility [29,30]. In summary, the MTases paralogs have evolved to have a specific role in epigenetic gene regulation in most of the species, and it could have consequences on adaptation.
DNA 5`cytosine methyltransferases have been reported in several species of the five kingdoms of life. The names used in every work depend on the life model studied; for example, in prokaryotes, it has been called MTases, whereas, in eukaryotes, they are called DNMTs. In algae and plants, DNMTs and chromomethylases are the names used, respectively (Table 1). DNA methylation is an evolutionarily conserved reaction, and it is conserved in the five kingdoms of life: bacterias, protists, fungi, plants, and animals; this is true with a few exceptions of species that have not detectable DNA methylation, such as Drosophila melanogaster [31,32], that has DNMT2 [33]. Saccharomyces cerevisiae, Saccharomyces boulardii, Schizosaccharomyces pombe [34], and Caenorhabditis elegans (Table 2) [35]. MTases have been positioned as an essential enzyme that regulates gene transcription; however, we can know that these examples are important and not the only factor involved in epigenetic control. Next, we described the MTases history in life kingdoms and the regulatory transcription mechanisms developed to control MTases.
First, the MTases sequences and functions have been found in viruses. Viruses have ribose [48] and deoxyribose methyltransferases [49,50]. MTases have been found in viruses, for example, LM21 prophage in Sinorizhobium [51] or the methyltransferase domain in rhinovirus and coronavirus that targets RNA cap [52,53], and ebolavirus that targets adenosine in RNA [54]. One mechanism exploited by some viruses is to induce the upregulation of mRNA of DNMTs in hepatitis, cirrhosis, and hepatocellular carcinoma, observed in the presence of hepatitis B virus [55,56]; Epstein Barr virus in gastric cancer [57,58,59]; herpesvirus LANA, in Kaposi’s sarcoma [60]; and interestingly in lymphoid cells, infected by human immunodeficiency virus 1 [61].
Prokaryotic MTases protect DNA from several ambiental conditions: against the virus, prokaryotic MTases have a role in the restriction-modification (RM) system, which consists in that MTases methylate host DNA and do not methylate foreign DNA [62]. It is to recognize their own DNA and to avoid DNA that could be lethal for the cell. It is, in fact, one of the first functions of DNA methylation. To differentiate internal DNA from external DNA. Therefore, MTases have an essential role in life evolution [1], especially in the cell cycle and regulation of gene transcription [63]. Several examples of archaea MTases have been studied; there are Haloferax volcanii [64], Pyrocuccus abyssi [65], Pyrococcus horikoshii [66,67], Sulfolobus solfactaricus [68], and Thermococcus gammatolerans [69]. In bacteria, examples include Alphaproteobacteria [36], Borrelia burgdorferi [70], Escherichia coli [71], Helicobacter pylori [72], and also Mycobacterium species [73].
In protists, we know that there are 5′ cytosine methyltransferases homologs because they have been reported by analysis in silico [37]; however, this has not been probed experimentally or either their function [37]. Probably, DNA methylation has an essential role in parasite infection, specifically in the adaptation to the host. Furthermore, it could have clinical importance to infection treatments because MTases expression could have changed during the different stages of life in protists parasites.
Algae and plants have DNA methylation and the same MTases homologs. In algae, MTases have been reported in the multicellular green algae. The MTase gene in Volvox carteri, Methyltransferase1 (met1), is a homolog of DNMT1 in mammals and is detected during the DNA replication fork. It has been localized in transposon CpG sequence methylation [38]. Nowadays, there are no reports of chloroplast having DNA methylation. There are several types of conserved MTases in algae and plants. They are called distinctive names: Methyltransferase 1 (met1) Chromomethylases (CMT), Domains Rearranged Methyltransferase (DRM). In algae, MTases are overexpressed during the sexual and asexual phases of the green algae Boechera genus [39]. These facts could suggest that Mtases probably have a role in different types of reproduction, from algae to plants. In this sense, species with more than one reproduction type could have differences in their own DNA methylation. And it could be involved in the formation of the sexual types of diversity evolution. However, studies are lacking on these issues.
MTases in plants such as Arabidopsis thaliana and Salvia milthiorrhiza act in gene methylation of non-coding RNAs and coding RNAs; also, in plants, MTases act in the phenomena of genomic imprinting, calling of epi-alleles [16,43,74]. Recently, several studies have been focused on the epigenetic control of commercial plants or products where DNMTs involve in cotton fruiting branch development [75]; they are also present in the globe artichoke, Cynara cardunculus var. escolymus development [76]; in the tomato Solanum pennellii [77], stress response and development; in legumes regulation of development and life cycle [78]; in production of oil palm by Elaeis guineensis, and plants detoxification of pesticides [79]. These studies have shown that DNMTs have an important role in industry; as markers of stress, or toxic conditions, in specific taxa of plants, they could be a valuable tool for the environment.
Fungi is a biological kingdom that has let us see the importance of metabolite production and the diversity of various types of metabolisms that have evolved to survive on every external condition. Although in fungi [80], homolog DNMTs have been poorly experimentally studied, DIM-2, DNMT1, DNMT5, and RID are present [43,80] and have a function in metabolism and secondary metabolite production: of xylanase, a plant enzyme function in cell wall degradation of Humicola grisea [41]; the production of cytochalasin E, an antibacterial and anti-angiogenic compound in Aspergillus clavatus [42], and the production of aflatoxin in Aspergillus flavus [81]. Fungi are a big group of living beings. They have several types of reproduction, metabolites, forms, growing, pathogenicity, and different clinical interest in life interactions. Mushrooms could be an exciting model to research the role of DNA methylation in infections or how they compete with other groups of mushrooms or plant colonization.
In animals, MTases are DNA methyltransferases (DNMTs), which have been reported in several functions on invertebrates and vertebrates. DNMTs are present in all animal phyla. DNMTs are functional in radial animals, echinoderms: starfish and sea urchins. Interestingly, not all DNMTs are present in echinoderms; they have only DNMT1 and DNMT3. Another intriguing enigma to research is why DNMT1 does not have a PCNA binding domain in starfish [82]. Another interesting example is the absence of DNA methyltransferases in Nematodes [83]; this is evidence that living beings can have optimal development and infectious independent of DNA methylation. However, other epigenetic changes such as histone modifications and non-codificant RNAs could be involved [45].
DNMTs are essential in the epigenetic memory of animals. Different types of memory in cells have been affected when DNMTs are inhibited. For example, early development is affected in the Oyster Crassostrea gigas treated with 5-azacitidine, an inhibitor of DNMTs catalytic activity [84]; on the other hand, memory consolidation of long-term memory neuronal system in mollusks is affected when Aplysia is treated with RG108, another compound that inhibits DNMTs. This treatment was applied for 24 h and resulted in amnesia until 48 h [85]. Moreover, interestingly, in arthropods, it has been proposed that DNMTs are involved in embryonic development [86], fecundity, and behavior because they have differences in DNA methylation and DNMTs expression patterns, for example, in the heads of the workers and gynes of the ant, Solenopsis invicta, DNA methylation and DNMTs expression of different embryos and adults changed eight-fold [44,87] and similar results were found in young workers compared with old workers and the queen from honey bees [17]; the excellent olfactory memory was interrupted by inhibiting DNMTs activity with the inhibitor of DNMTs, zebularine [88,89].
DNMTs are involved in vertebrate evolution and have been studied since embryonic development. In addition, it has been shown that DNMT3A leads the embryonic development [90]. For example, the role of DNMT3B in activating FOX2A, a transcription factor that participates in endoderm development [91]. Interestingly, several paralogs and isoforms products of alternative splicing that have a role in embryonic development and cancer have been recognized in vertebrates. Vertebrates have a diversity of DNMTs and internal transcription regulatory mechanisms that function in several conditions to express different phenotypes.
In the zebrafish genome, 8 DNMTs have been recognized: one DNMT1, one DNMT2, and six DNMT3 [47], and they are regulated during embryonic development [92] and by temperature changes [3,93]. DNMT3A and 3B families are similarly regulated during embryonic development [94] and the sex of this animal, suggesting that these families have a similar transcription regulation control. It has been proposed that the diversification of DNMT3 occurred early during the evolution of vertebrates [92]. For example, 3AA is overexpressed and not 3AB for sex differentiation in Oreochromis niloticus [95]. Other examples in vertebrates are found in Solea seleganensis, which has five paralogs of DNMTs that are regulated differentially during development. In addition, it is a model where it has been demonstrated that DNMT expressions change with temperature and 5-aza-2′deoxycitidine treatment [46]. Moreover, in the Atlantic cod, the photoperiod has been associated with DNMTs expression [96].
In summary, several studies have shown the structural and functional role of DNMTs in vertebrates during development [97]. DNMTs in mammals, DNMTs have a role in embryonic development, but DNMTs produce alternative splicing [7,10]. It is a recent topic we will discuss in the next section because early embryonic development and cancer reprogramming cells have been associated. To this point, we have reviewed the DNMTs’ origin, function, and evolutionary history. In mammalians exists a lot of evidence about DNMTs as a product of alternative splicing that has an important role in cancer development and poor prognosis of the patients.

2.3. Regulating DNA Metiltransferases by Splicing Isoforms

To know the regulatory mechanisms, we have focused on splicing alternative isoforms. The alternative splicing process post-transcriptionally regulates DNMTs. DNMT1 and DNMT3A produce catalytically active isoforms, and DNMT3B produces catalytically active and inactive isoforms [98,99]. Ostler suggests that aberrant DNA methylation patterns in cancer result from overexpression of catalytically inactive isoforms of DNMT3B. Nowadays, fifteen DNMT3B isoforms have been reported. The main characteristics of DNMT3B isoforms are that they lack partially or the full catalytic domain and participate as negative regulators of DNA methylation. Therefore, they are overexpressed in several types of cancer.
DNMT3B isoforms could be classified into three families. The first includes the isoforms DNMT3B1-7, which are the better studied. DNMT3B1 and DNMT3B2 are the catalytically active isoforms of DNMT3B; although DNMT3B2 lacks exon 10 [100] (Figure 2), it is known that it is a catalytically active isoform [18]; however, DNMT3B3-7 are the catalytically inactive isoforms of DNMT3B. Differential expression of DNMT3B isoforms is necessary to regulate gene expression through cellular differentiation. Next to fertilization, catalytically active DNMT3B1 is downregulated, and catalytically inactive DNMT3B3 is overexpressed, suggesting a dynamic role in DNMTs isoforms [101]. In the next section, we will review the knowledge of each DNMT3B isoforms, its associated function, and studies that prove the importance of isoforms expression, mainly by pluripotent stem cells and cancer cells [102,103].
DNMT3B3 is a DNMT3B isoform that lacks exons 10, 21, and 22. But, it still possesses the methyltransferase motifs I, IV, VI, IX, and X, the target recognition domain, and 9 amino acids of motif XI in the carboxylic domain (Figure 2). DNMT3B3 does not methylate in vitro substrates but regulates DNMT3B1 to diminish cell DNA methylation. DNMT3B4 does not have the motifs IX and X that are important in catalytic activity (Figure 2). DNMT3B4 is the main isoform that functions as a negative DNA methylation regulator [13,104]. DNMT3B4 induces cellular arrest [105] and hypomethylation of the pericentromeric region as a cellular mechanism to ensure correct chromosome segregation [104,106]. DNMT3B5 and DNMT3B6 have not been studied in cells; however, it is known that they have a role in inhibiting DNMT3B. DNMT3B6 lack exon 10 and gain 12 amino acids in the amino domain compared with DNMT3B1 (Figure 2). DNMT3B6 is poorly associated with the global frequency of DNA methylation [107]. DNMT3B7 decreases cellular proliferation and increases p21 protein levels [105,108]. It is overexpressed in breast cancer [109] and has a role in inducing migration and differentiation [108,110].
ΔDNMT3B is the second family of DNMT3B isoforms. This family has seven members reported. They do not have the first exons before the PWWP domain (Figure 2). For example, ΔDNMT3B4 is involved in aberrant DNA methylation patterns in cancer, and it is overexpressed in epithelial hyperplasia from lung cancer, suggesting that ΔDNMT3B overexpression predisposes to cancer [111]. On the other hand, The lack of PWWP domain and 21 and 22 exons characterize the third family of DNMT3B isoforms (Figure 2). This family of DNMTs is overexpressed in several cancer cell lines and pluripotent cells and has been associated with cellular proliferation by colony assays [112].
The alternative splicing process regulates DNMT3B to produce several isoform products. These products have a role in mediating DNMT methylation patterns. Each DNMT3B isoform has a cell-specific role in maintaining the optimal function of DNMTs in the tissue, and transcriptional deregulation could be a part of cancer development. Overexpression of each DNMT3B isoform has been associated with any cancer initiation, development, progression, or metastasis. Probably, Isoforms are defined by tissue origin, embryonic origin, and external factors by which cells are exposed (Table 3). Therefore, DNMT3B isoform regulation could be used as biomarkers in diagnostic and prognostic treatment even combined with other DNMT regulatory mechanisms. For example, DNMT3B3 is ubiquitously expressed in the body tissues [18,106], and its overexpression has been associated with liver cancer, cirrhosis, and chronic hepatitis [104]. DNMT3B4 is also overexpressed in the presence of Helicobacter pylori infection. DNMT3B4 is also overexpressed in hepatitis, cirrhosis, and liver cancer cells [104]. On the other hand, DNMT3B7 is overexpressed in breast cancer [109], and overexpression of the ΔDNMT3B family has been reported in nonsmall lung cancer cells [113,114].

2.4. DNMTs in Embryonic Development

The variation of DNA methylation is essential in embryonic development. In fact, mutation of the catalytic domain of DNMT3B produces the syndrome of immunodeficiency facial instability 1 (ICF1) [118]. The expression of DNMTs is involved in embryonic development [99]. And the variation of the expression of DNMTs in the taxa is essential for embryonic development [119]. Variation of DNA methylation in different taxons, in different stages of development, and in the various tissues of individuals is an important question in the biology of DNMTs [120].
Importantly, it has been proved that germline mutation in the catalytic domain of DNMT3B has, as a consequence, the ICF1 syndrome in humans [118,121]. Then, the Knockout of DNMT3A/B in the murine model has lethal consequences [122]. In addition, in other invertebrate models (in arthropods, fishes, and mammals), it has been proved that the variation of DNA methylation, and the expression of DNMTs in animals, are both involved in embryonic development. DNA methylation varies depending on the development stage and in the taxonomic group. However, this affirmation is not valid for all animals with no DNA methylation detected (Table 2). Recent studies in DNA methylation, and embryonic development, have shown some examples of how DNA methylation depends on the stage of development of the specific taxon. For example, Medaka fish (Oryzias latipes) have shown that DNA demethylation in sperm cells is during maturation. However, DNA methylation of the cells shows a gradual de novo methylation, after fertilization, until the finish of the gastrula stage. In the same work, DNMT3B was measured, and they found that the decrease in DNMT1 and increase in DNMT3BB.1 are associated with DNA methylation patterns. In Zebrafish, the authors show that the phenomena are similar but have dramatic de novo methylation from late morula to gastrula. In mammalians, at this point, there are variations too. In a mouse model (Mus musculus), during maturation, sperms gain DNA methylation. After fertilization, the demethylation process starts until the blastocyst stage, and it occurs dramatically de novo methylation, compared with humans (homo sapiens) [120,123].
In contrast, human sperm DNA is demethylated during maturation and fertilization; the zygote demethylates until blastocyst and then starts the de novo methylation process [123]. These works, in development, show that DNA methylation and DNMTs variate during the different stages of life in the diversity of taxa. DNMTs quantity marks change in cells during development stages, tissues, and taxa.

2.5. DNA Methyltransferases Are Regulated by Chemical Compounds and ncRNAs

The dysregulation of DNA methylation has a role in the development of cancer cells and other diseases [7,124]. As DNA methylation is a critical factor in global epigenetic regulation [125], it is not surprising to find DNMTs dysregulated in cancer. Actually, one of the main epigenetic characteristics in cancer is the global demethylation and local hypermethylation of the DNA [126]. There are multiple examples of how different tumors have either a misregulation of one or more DNMTs or even mutations. For example, hematological diseases like acute myeloid leukemia (AML) have mutations in the DNMT3A gene [127], whereas inactivating mutations in DNMT1 are related to genome-wide alterations of DNA methylation in colon cancer [128] (Figure 3). Different regulators of DNMTs have been researched, such as non-coding RNAs (ncRNA) and artificial compounds tested to influence DNA methylation. Targeting DNMTs is a promising tool to use alone or in combination to treat cancer. However, further research needs to be done in this field.
There are still only a few epigenetic drugs approved to treat cancer. One of the biggest challenges nowadays for clinical chemical treatments is to have greater efficiency, stability, and minimal adverse effects; the development of oligonucleotides and the discovery and synthesis of new drugs capable of inhibiting the expression of the DNMTs are becoming more used, and useful tool. The FDA has approved only two nucleoside analogs: 5-Azacytidine (Aza) and 5-aza-2′-deoxycytidine (DAC or decitabine). These compounds are used for treating myeloid dysplastic syndrome (MDS) and acute myeloid leukemia (AML) [129,130,131]. However, other molecules are currently being tested as possible therapy drugs in pre-clinical studies, like zebularine, a nucleoside analog more stable than Aza and DAC [132]. More recently, the second generation of decitabine and deoxyguanosine has been launched: Guadecitabine or SGI-110, which has proved to have a longer half-time thanks to being less prompt to deamination [9,133]. The DNMT inhibitor 5-fluoro-2′-deoxycytidine (FdCyd) has shown promising results in clinical trials. [129,130].
More recently, a series of new quinoline-based inhibitors have been discovered. These belong to the non-nucleoside inhibitors, the first of them is SGI-1027 [134], from which two other analogs have been described: MC3343 [134] and MC3353 [135]. For a more detailed revision of other molecules being studied as inhibitors of DNMTs, revise Hu et al., 2021 [136]. Until now, novel therapies do not only include DNMTs inhibitors but are also looking forward to including immunotherapy and HDACs inhibitors [137].
On the other hand, it has been reported that ncRNAs, which comprise small interfering RNAs (siRNAs), microRNAs (miRNAs), and long non-coding RNAs (lncRNAs), are capable of inhibiting DNMTs (Table 4). Firstly, siRNAs and miRNAs are small ncRNAs (siRNAs are 21–23 nucleotides, and miRNAs are 19–25 nucleotides) that silence gene expression at the post-transcriptional level by targeting the messenger RNA (mRNA). Secondly, lncRNAs have a size of more than 200 nucleotides, and they have a role in regulating gene expression at transcriptional and post-transcriptional levels [138]. Several examples of these molecules have been reported, such as MG98, a siRNA inhibitor of DNMT1. This has been employed in phases one and two of clinical trials with mixed results [139,140,141], suggesting that more research is needed to find the proper working doses, or even adequate combinations, to ensure better performance.
On the same line, miR29b is a miRNA that targets DNMT3A, and DNMT3B is downregulated in cancer of lymphoma and cancer of the pancreas [142,143]. In pancreatic cancer, it was shown that the expression of mir29b was downregulated; meanwhile, DNMT3b was enhanced. miR-29b overexpression caused a decrease in cell viability and promoted apoptosis by targeting DNMT3b. Meanwhile, in acute myeloid leukemia, the ectopic expression of miR-29b caused a reduced expression of DNMT3A and DNMT3B at both RNA and protein levels. This was because these DNMTs are direct targets of miR-29b [143]. In addition, miR-145 targets DNMT3A in ovarian carcinoma. The knockdown of DNMT3A decreases DNA methylation in the promoter of miR-145. This increased expression of miR-145 further downregulates DNMT3A, which is a double-negative feedback loop [144]. In bladder cancer, the lncRNA DBCCR1-003 directly interacted with DNMT1, preventing it from methylating the promoter region of the tumor suppressor gene DBCCR1 [145]. In AML, it has been reported that when CCDC26 (a lncRNA that interacts with DNMT1) is lost, DNMT1 is mislocalized to the cytoplasm, turn causes the hypomethylation of the DNA [146]. Other lncRNAs that interact with DNMT1 and affect methylation are DACOR1 in colon cancer [147] and HOXD-AS1 in lung adenocarcinoma [148]. linc-POU3F3 also downregulates the expression of DNMTs in esophageal squamous carcinoma [149]. Although all of these molecules are potential tools in cancer treatments, only MG98 and miR-29b have been tested as therapy inhibitors of the DNMTs and further research needs to be done. However, it is useful to know that DNMTs also have ncRNAs to regulate them more specifically.
Cancer cell development has been associated with epigenetic alterations, and DNMTs are one of the main actors in transcription regulatory processes. DNMTs are regulated by several mechanisms as ncRNAs and deregulation of DNMTs have been found in cancer. These deregulations have been reported in several types of cancer in a combinatorial manner. That is why the regulatory mechanisms of DNMTs are important in the cancer study. However, studying not only the mechanism of action of the DNMTs but also their broad diversity in organisms and how they have evolved in time allows us to understand better how they are regulated and predict the consequences of mutations and deregulations. Furthermore, manipulating DNMTs expression could be of great importance to knowing the drugs and the different ncRNAs that can help regulate them in cancer cells.

3. Conclusions

Our understanding of the family function of DNMTs has increased considerably as their discovery about thirty years ago. It is now clear that these proteins play critical roles in setting DNA methylation patterns genome-wide at specific developmental time points, particularly during early development and in specific tissues undergoing dynamic methylation in living beings. Most recent studies indicate that DNA methylation plays a role in variation during evolutionary context and adaptation to the ambient conditions. Other studies have shown their importance in clinical and industry research. Future biochemical and structural studies should focus on DNMT and DNMT isoform-specific and their relation with ambient variables to assess phenotypic association and elucidate functions in different types of cells, parasites, fungi, plants, and animal models. More studies are also necessary to understand the role of DNMTs isoforms in cancer and its interrelation between tumors and the origin tissues.

Author Contributions

Conceptualization, writing—original draft preparation: V.M.D.C.F. and K.T.-A.; section of the manuscript, G.M.-O., writing—review and editing, supervision, project administration, funding acquisition: J.D.-C. and L.A.H. All authors have read and agreed to the published version of the manuscript.

Funding

Karla Torres Aricga (KTA) CONACYT_CVU number: 100369, is a PhD student, from “Doctorado en Ciencias Biológicas, UNAM”, and Victor M. Del Castillo Falconi (VMD) CONACYT_CVU number: 446841, is a PhD student, from Programa de Doctorado en Ciencias Biomédicas, UNAM. Both, funded by Consejo Nacional de Ciencia y Tecnología (CONACYT). Grant numbers: 168896 and 261875, in INCAN; Unidad de Investigación Biomédica en Cáncer; Instituto de Investigaciones Biomédicas; UNAM.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Oliveira, P.H.; Fang, G. Conserved DNA Methyltransferases: A Window into Fundamental Mechanisms of Epigenetic Regulation in Bacteria. Trends Microbiol. 2021, 29, 28–40. [Google Scholar] [CrossRef] [PubMed]
  2. Ponger, L.; Li, W.-H. Evolutionary Diversification of DNA Methyltransferases in Eukaryotic Genomes. Mol. Biol. Evol. 2005, 22, 1119–1128. [Google Scholar] [CrossRef] [PubMed]
  3. Campos, C.; Valente, L.M.P.; Fernandes, J.M.O. Molecular Evolution of Zebrafish Dnmt3 Genes and Thermal Plasticity of Their Expression during Embryonic Development. Gene 2012, 500, 93–100. [Google Scholar] [CrossRef] [PubMed]
  4. Mosquera-Rendón, J.; Cárdenas-Brito, S.; Pineda, J.D.; Corredor, M.; Benítez-Páez, A. Evolutionary and Sequence-Based Relationships in Bacterial AdoMet-Dependent Non-Coding RNA Methyltransferases. BMC Res. Notes 2014, 7, 440. [Google Scholar] [CrossRef]
  5. Zhenilo, S.V.; Sokolov, A.S.; Prokhortchouk, E.B. Epigenetics of Ancient DNA. Acta Nat. 2016, 30, 72–76. [Google Scholar] [CrossRef]
  6. Chédin, F. The DNMT3 Family of Mammalian De Novo DNA Methyltransferases. In Progress in Molecular Biology and Translational Science; Elsevier: Amsterdam, The Netherlands, 2011; Volume 101, pp. 255–285. [Google Scholar]
  7. Jurkowska, R.Z.; Jurkowski, T.P.; Jeltsch, A. Structure and Function of Mammalian DNA Methyltransferases. Chembiochem 2011, 12, 206–222. [Google Scholar] [CrossRef]
  8. Lin, W.; Yan, Y.; Ping, S.; Li, P.; Li, D.; Hu, J.; Liu, W.; Wen, X.; Ren, Y. Metformin-Induced Epigenetic Toxicity in Zebrafish: Experimental and Molecular Dynamics Simulation Studies. Environ. Sci. Technol. 2021, 55, 1672–1681. [Google Scholar] [CrossRef]
  9. Daher-Reyes, G.S.; Merchan, B.M.; Yee, K.W.L. Guadecitabine (SGI-110): An Investigational Drug for the Treatment of Myelodysplastic Syndrome and Acute Myeloid Leukemia. Expert Opin. Investig. Drugs 2019, 28, 835–849. [Google Scholar] [CrossRef]
  10. Vassena, R.; Dee Schramm, R.; Latham, K.E. Species-Dependent Expression Patterns of DNA Methyltransferase Genes in Mammalian Oocytes and Preimplantation Embryos. Mol. Reprod. Dev. 2005, 72, 430–436. [Google Scholar] [CrossRef]
  11. Goyal, R. Accuracy of DNA Methylation Pattern Preservation by the Dnmt1 Methyltransferase. Nucleic Acids Res. 2006, 34, 1182–1188. [Google Scholar] [CrossRef] [PubMed]
  12. Iwanami, N.; Lawir, D.-F.; Sikora, K.; O´Meara, C.; Takeshita, K.; Schorpp, M.; Boehm, T. Transgenerational Inheritance of Impaired Larval T Cell Development in Zebrafish. Nat. Commun. 2020, 11, 4505. [Google Scholar] [CrossRef] [PubMed]
  13. Gordon, C.A.; Hartono, S.R.; Chédin, F. Inactive DNMT3B Splice Variants Modulate De Novo DNA Methylation. PLoS ONE 2013, 8, e69486. [Google Scholar] [CrossRef] [PubMed]
  14. Foulks, J.M.; Parnell, K.M.; Nix, R.N.; Chau, S.; Swierczek, K.; Saunders, M.; Wright, K.; Hendrickson, T.F.; Ho, K.-K.; McCullar, M.V.; et al. Epigenetic Drug Discovery: Targeting DNA Methyltransferases. J. Biomol. Screen. 2012, 17, 2–17. [Google Scholar] [CrossRef] [PubMed]
  15. dos Reis, T.F.; Silva, L.P.; de Castro, P.A.; Almeida de Lima, P.B.; do Carmo, R.A.; Marini, M.M.; da Silveira, J.F.; Ferreira, B.H.; Rodrigues, F.; Malavazi, I.; et al. The Influence of Genetic Stability on Aspergillus fumigatus Virulence and Azole Resistance. G3 Genes Genomes Genet. 2018, 8, 265–278. [Google Scholar] [CrossRef]
  16. Li, J.; Li, C.; Lu, S. Identification and Characterization of the Cytosine-5 DNA Methyltransferase Gene Family in Salvia miltiorrhiza. PeerJ 2018, 6, e4461. [Google Scholar] [CrossRef]
  17. Cardoso-Júnior, C.A.M.; Eyer, M.; Dainat, B.; Hartfelder, K.; Dietemann, V. Social Context Influences the Expression of DNA Methyltransferase Genes in the Honeybee. Sci. Rep. 2018, 8, 11076. [Google Scholar] [CrossRef]
  18. Weisenberger, D.J.; Velicescu, M.; Cheng, J.C.; Gonzales, F.A.; Liang, G.; Jones, P.A. Role of the DNA Methyltransferase Variant DNMT3b3 in DNA Methylation. Mol. Cancer Res. 2004, 2, 62–72. [Google Scholar] [CrossRef]
  19. Jurkowski, T.P.; Jeltsch, A. On the Evolutionary Origin of Eukaryotic DNA Methyltransferases and Dnmt2. PLoS ONE 2011, 6, e28104. [Google Scholar] [CrossRef]
  20. Bheemanaik, S.; Reddy, Y.V.R.; Rao, D.N. Structure, Function and Mechanism of Exocyclic DNA Methyltransferases. Biochem. J. 2006, 399, 177–190. [Google Scholar] [CrossRef]
  21. Lee, J.-H.; Voo, K.S.; Skalnik, D.G. Identification and Characterization of the DNA Binding Domain of CpG-Binding Protein. J. Biol. Chem. 2001, 276, 44669–44676. [Google Scholar] [CrossRef]
  22. Edwards, J.R.; Yarychkivska, O.; Boulard, M.; Bestor, T.H. DNA Methylation and DNA Methyltransferases. Epigenetics Chromatin 2017, 10, 23. [Google Scholar] [CrossRef]
  23. Xu, T.-H.; Liu, M.; Zhou, X.E.; Liang, G.; Zhao, G.; Xu, H.E.; Melcher, K.; Jones, P.A. Structure of Nucleosome-Bound DNA Methyltransferases DNMT3A and DNMT3B. Nature 2020, 586, 151–155. [Google Scholar] [CrossRef]
  24. Taverna, S.D.; Li, H.; Ruthenburg, A.J.; Allis, C.D.; Patel, D.J. How Chromatin-Binding Modules Interpret Histone Modifications: Lessons from Professional Pocket Pickers. Nat. Struct. Mol. Biol. 2007, 14, 1025–1040. [Google Scholar] [CrossRef]
  25. Bestor, T.H. Cytosine Methylation Mediates Sexual Conflict. Trends Genet. 2003, 19, 185–190. [Google Scholar] [CrossRef]
  26. Fatemi, M.; Hermann, A.; Pradhan, S.; Jeltsch, A. The Activity of the Murine DNA Methyltransferase Dnmt1 Is Controlled by Interaction of the Catalytic Domain with the N-Terminal Part of the Enzyme Leading to an Allosteric Activation of the Enzyme after Binding to Methylated DNA. J. Mol. Biol. 2001, 309, 1189–1199. [Google Scholar] [CrossRef]
  27. Bestor, T.; Laudano, A.; Mattaliano, R.; Ingram, V. Cloning and Sequencing of a CDNA Encoding DNA Methyltransferase of Mouse Cells. J. Mol. Biol. 1988, 203, 971–983. [Google Scholar] [CrossRef]
  28. Jia, D.; Jurkowska, R.Z.; Zhang, X.; Jeltsch, A.; Cheng, X. Structure of Dnmt3a Bound to Dnmt3L Suggests a Model for de Novo DNA Methylation. Nature 2007, 449, 248–251. [Google Scholar] [CrossRef]
  29. Jain, D.; Meydan, C.; Lange, J.; Claeys Bouuaert, C.; Lailler, N.; Mason, C.E.; Anderson, K.V.; Keeney, S. Rahu Is a Mutant Allele of Dnmt3c, Encoding a DNA Methyltransferase Homolog Required for Meiosis and Transposon Repression in the Mouse Male Germline. PLOS Genet. 2017, 13, e1006964. [Google Scholar] [CrossRef]
  30. Barau, J.; Teissandier, A.; Zamudio, N.; Roy, S.; Nalesso, V.; Hérault, Y.; Guillou, F.; Bourc’his, D. The DNA Methyltransferase DNMT3C Protects Male Germ Cells from Transposon Activity. Science 2016, 354, 909–912. [Google Scholar] [CrossRef]
  31. Hung, M.-S.; Karthikeyan, N.; Huang, B.; Koo, H.-C.; Kiger, J.; Shen, C.-K.J. Drosophila Proteins Related to Vertebrate DNA (5-Cytosine) Methyltransferases. Proc. Natl. Acad. Sci. USA 1999, 96, 11940–11945. [Google Scholar] [CrossRef]
  32. Tweedie, S.; Ng, H.-H.; Barlow, A.L.; Turner, B.M.; Hendrich, B.; Bird, A. Vestiges of a DNA Methylation System in Drosophila Melanogaster? Nat. Genet. 1999, 23, 389–390. [Google Scholar] [CrossRef]
  33. Vieira, G.C.; D’Ávila, M.F.; Zanini, R.; Deprá, M.; da Silva Valente, V.L. Evolution of DNMT2 in Drosophilids: Evidence for Positive and Purifying Selection and Insights into New Protein (Pathways) Interactions. Genet. Mol. Biol. 2018, 41, 215–234. [Google Scholar] [CrossRef]
  34. Capuano, F.; Mülleder, M.; Kok, R.; Blom, H.J.; Ralser, M. Cytosine DNA Methylation Is Found in Drosophila melanogaster but Absent in Saccharomyces cerevisiae, Schizosaccharomyces pombe, and Other Yeast Species. Anal. Chem. 2014, 86, 3697–3702. [Google Scholar] [CrossRef]
  35. Simpson, V.J.; Johnson, T.E.; Hammen, R.F. Caenorhabditis elegans DNA Does Not Contain 5-Methylcytosine at Any Time during Development or Aging. Nucleic Acids Res. 1986, 14, 6711–6719. [Google Scholar] [CrossRef]
  36. Mouammine, A.; Collier, J. The Impact of DNA Methylation in Alphaproteobacteria: Suppressor Mutations in FgSNU66. Mol. Microbiol. 2018, 110, 1–10. [Google Scholar] [CrossRef]
  37. Schaefer, M.; Lyko, F. Solving the Dnmt2 Enigma. Chromosoma 2010, 119, 35–40. [Google Scholar] [CrossRef]
  38. Babinger, P.; Völkl, R.; Cakstina, I.; Maftei, A.; Schmitt, R. Maintenance DNA Methyltransferase (Met1) and Silencing of CpG-Methylated Foreign DNA in Volvox Carteri. Plant Mol. Biol. 2007, 63, 325–336. [Google Scholar] [CrossRef]
  39. Taşkin, K.M.; Özbilen, A.; Sezer, F.; Hürkan, K.; Güneş, Ş. Structure and Expression of Dna Methyltransferase Genes from Apomictic and Sexual Boechera Species. Comput. Biol. Chem. 2017, 67, 15–21. [Google Scholar] [CrossRef]
  40. Sugiyama, K.; Furusawa, H.; Grúz, P.; Honma, M. Functional Role of DNA Methylation at the FLO1 Promoter in Budding Yeast. FEMS Microbiol. Lett. 2017, 364, fnx221. [Google Scholar] [CrossRef]
  41. Manfrão-Netto, J.H.C.; Mello-de-Sousa, T.M.; Mach-Aigner, A.R.; Mach, R.L.; Poças-Fonseca, M.J. The DNA-Methyltransferase Inhibitor 5-Aza-2-Deoxycytidine Affects Humicola Grisea Enzyme Activities and the Glucose-Mediated Gene Repression. J. Basic Microbiol. 2018, 58, 144–153. [Google Scholar] [CrossRef]
  42. Zutz, C.; Gacek, A.; Sulyok, M.; Wagner, M.; Strauss, J.; Rychli, K. Small Chemical Chromatin Effectors Alter Secondary Metabolite Production in Aspergillus Clavatus. Toxins 2013, 5, 1723–1741. [Google Scholar] [CrossRef] [PubMed]
  43. Kinoshita, T. One-Way Control of FWA Imprinting in Arabidopsis Endosperm by DNA Methylation. Science 2004, 303, 521–523. [Google Scholar] [CrossRef] [PubMed]
  44. Kay, S.; Skowronski, D.; Hunt, B.G. Developmental DNA Methyltransferase Expression in the Fire Ant Solenopsis invicta: Fire Ant Developmental DNMT Expression. Insect Sci. 2018, 25, 57–65. [Google Scholar] [CrossRef] [PubMed]
  45. Pratx, L.; Rancurel, C.; Da Rocha, M.; Danchin, E.G.J.; Castagnone-Sereno, P.; Abad, P.; Perfus-Barbeoch, L. Genome-Wide Expert Annotation of the Epigenetic Machinery of the Plant-Parasitic Nematodes Meloidogyne Spp., with a Focus on the Asexually Reproducing Species. BMC Genomics 2018, 19, 321. [Google Scholar] [CrossRef] [PubMed]
  46. Firmino, J.; Carballo, C.; Armesto, P.; Campinho, M.A.; Power, D.M.; Manchado, M. Phylogeny, Expression Patterns and Regulation of DNA Methyltransferases in Early Development of the Flatfish, Solea Senegalensis. BMC Dev. Biol. 2017, 17, 1–14. [Google Scholar] [CrossRef] [PubMed]
  47. Goll, M.G.; Halpern, M.E. DNA Methylation in Zebrafish. In Progress in Molecular Biology and Translational Science; Elsevier: Amsterdam, The Netherlands, 2011; Volume 101, pp. 193–218. [Google Scholar]
  48. Rana, A.K.; Ankri, S. Reviving the RNA World: An Insight into the Appearance of RNA Methyltransferases. Front. Genet. 2016, 7, 99. [Google Scholar] [CrossRef]
  49. Que, Q.; Zhang, Y.; Nelson, M.; Ropp, S.; Burbank, D.E.; Van Etten, J.L. Chlorella Virus SC-1A Encodes at Least Five Functional and One Nonfunctional DNA Methyltransferases. Gene 1997, 190, 237–244. [Google Scholar] [CrossRef]
  50. Kan, T.-N.J.; Li, L. Cloning, Sequencing, Overproduction, and Purification of M CviBI (GANTC) Methyltransferase from Chlorella Virus NC-1A. Gene 1992, 121, 1–7. [Google Scholar] [CrossRef]
  51. Decewicz, P.; Radlinska, M.; Dziewit, L. Characterization of Sinorhizobium Sp. LM21 Prophages and Virus-Encoded DNA Methyltransferases in the Light of Comparative Genomic Analyses of the Sinorhizobial Virome. Viruses 2017, 9, 161. [Google Scholar] [CrossRef]
  52. Zeng, C.; Wu, A.; Wang, Y.; Xu, S.; Tang, Y.; Jin, X.; Wang, S.; Qin, L.; Sun, Y.; Fan, C.; et al. Identification and Characterization of a Ribose 2′- O -Methyltransferase Encoded by the Ronivirus Branch of Nidovirales. J. Virol. 2016, 90, 6675–6685. [Google Scholar] [CrossRef]
  53. Case, J.B.; Ashbrook, A.W.; Dermody, T.S.; Denison, M.R. Mutagenesis of S -Adenosyl-l-Methionine-Binding Residues in Coronavirus Nsp14 N7-Methyltransferase Demonstrates Differing Requirements for Genome Translation and Resistance to Innate Immunity. J. Virol. 2016, 90, 7248–7256. [Google Scholar] [CrossRef]
  54. Martin, B.; Coutard, B.; Guez, T.; Paesen, G.C.; Canard, B.; Debart, F.; Vasseur, J.-J.; Grimes, J.M.; Decroly, E. The Methyltransferase Domain of the Sudan Ebolavirus L Protein Specifically Targets Internal Adenosines of RNA Substrates, in Addition to the Cap Structure. Nucleic Acids Res. 2018, 46, 7902–7912. [Google Scholar] [CrossRef]
  55. Li, H.; Yang, F.; Gao, B.; Yu, Z.; Liu, X.; Xie, F.; Zhang, J. Hepatitis B Virus Infection in Hepatocellular Carcinoma Tissues Upregulates Expression of DNA Methyltransferases. Int. J. Clin. Exp. Med. 2015, 8, 4175. [Google Scholar]
  56. Pazienza, V.; Panebianco, C.; Andriulli, A. Hepatitis Viruses Exploitation of Host DNA Methyltransferases Functions. Clin. Exp. Med. 2016, 16, 265–272. [Google Scholar] [CrossRef]
  57. Tao, Q. Defective de Novo Methylation of Viral and Cellular DNA Sequences in ICF Syndrome Cells. Hum. Mol. Genet. 2002, 11, 2091–2102. [Google Scholar] [CrossRef]
  58. Ksiaa, F.; Ziadi, S.; Gacem, R.B.; Dhiab, M.B.; Trimeche, M. Correlation between DNA Methyltransferases Expression and Epstein-Barr Virus, JC Polyomavirus and Helicobacter Pylori Infections in Gastric Carcinomas. Neoplasma 2014, 61, 710–717. [Google Scholar] [CrossRef]
  59. Chong, J.-M.; Sakuma, K.; Sudo, M.; Ushiku, T.; Uozaki, H.; Shibahara, J.; Nagai, H.; Funata, N.; Taniguchi, H.; Aburatani, H.; et al. Global and Non-Random CpG-Island Methylation in Gastric Carcinoma Associated with Epstein-Barr Virus. Cancer Sci. 2003, 94, 76–80. [Google Scholar] [CrossRef]
  60. Shamay, M.; Krithivas, A.; Zhang, J.; Hayward, S.D. Recruitment of the de Novo DNA Methyltransferase Dnmt3a by Kaposi’s Sarcoma-Associated Herpesvirus LANA. Proc. Natl. Acad. Sci. USA 2006, 103, 14554–14559. [Google Scholar] [CrossRef]
  61. Fang, J.-Y.; Mikovits, J.A.; Bagni, R.; Petrow-Sadowski, C.L.; Ruscetti, F.W. Infection of Lymphoid Cells by Integration-Defective Human Immunodeficiency Virus Type 1 Increases De Novo Methylation. J. Virol. 2001, 75, 9753–9761. [Google Scholar] [CrossRef]
  62. Tock, M.R.; Dryden, D.T. The Biology of Restriction and Anti-Restriction. Curr. Opin. Microbiol. 2005, 8, 466–472. [Google Scholar] [CrossRef]
  63. Seong, H.J.; Han, S.-W.; Sul, W.J. Prokaryotic DNA Methylation and Its Functional Roles. J. Microbiol. 2021, 59, 242–248. [Google Scholar] [CrossRef]
  64. Ouellette, M.; Gogarten, J.; Lajoie, J.; Makkay, A.; Papke, R. Characterizing the DNA Methyltransferases of Haloferax Volcanii via Bioinformatics, Gene Deletion, and SMRT Sequencing. Genes 2018, 9, 129. [Google Scholar] [CrossRef]
  65. Wu, J.; Jia, Q.; Wu, S.; Zeng, H.; Sun, Y.; Wang, C.; Ge, R.; Xie, W. The Crystal Structure of the Pyrococcus Abyssi Mono-Functional Methyltransferase PaTrm5b. Biochem. Biophys. Res. Commun. 2017, 493, 240–245. [Google Scholar] [CrossRef]
  66. Pampa, K.J.; Madan Kumar, S.; Hema, M.K.; Kumara, K.; Naveen, S.; Kunishima, N.; Lokanath, N.K. Crystal Structure of SAM-Dependent Methyltransferase from Pyrococcus horikoshii. Acta Crystallogr. Sect. F Struct. Biol. Commun. 2017, 73, 706–712. [Google Scholar] [CrossRef]
  67. Maynard-Smith, M.D.; McKelvie, J.C.; Wood, R.J.; Harmer, J.E.; Ranasinghe, R.T.; Williams, C.L.; Coomber, D.M.; Stares, A.F.; Roach, P.L. Direct and Continuous Fluorescence-Based Measurements of Pyrococcus Horikoshii DNA N-6 Adenine Methyltransferase Activity. Anal. Biochem. 2011, 418, 204–212. [Google Scholar] [CrossRef] [PubMed]
  68. Currie, M.A.; Brown, G.; Wong, A.; Ohira, T.; Sugiyama, K.; Suzuki, T.; Yakunin, A.F.; Jia, Z. Structural and Functional Characterization of the TYW3/Taw3 Class of SAM-Dependent Methyltransferases. RNA 2017, 23, 346–354. [Google Scholar] [CrossRef] [PubMed]
  69. Bestor, T.H.; Verdine, G.L. DNA Methylransferases. Curr. Opin. Cell Biol. 1994, 6, 380–389. [Google Scholar] [CrossRef]
  70. Casselli, T.; Tourand, Y.; Scheidegger, A.; Arnold, W.; Proulx, A.; Stevenson, B.; Brissette, C.A. DNA Methylation by Restriction Modification Systems Affects the Global Transcriptome Profile in Borrelia burgdorferi. J. Bacteriol. 2018, 200, e00395-18. [Google Scholar] [CrossRef] [PubMed]
  71. Forde, B.M.; Phan, M.-D.; Gawthorne, J.A.; Ashcroft, M.M.; Stanton-Cook, M.; Sarkar, S.; Peters, K.M.; Chan, K.-G.; Chong, T.M.; Yin, W.-F.; et al. Lineage-Specific Methyltransferases Define the Methylome of the Globally Disseminated Escherichia Coli ST131 Clone. MBio 2015, 6, e01602-15. [Google Scholar] [CrossRef] [PubMed]
  72. Singh, S.; Tanneeru, K.; Guruprasad, L. Structure and Dynamics of H. Pylori 98-10 C5-Cytosine Specific DNA Methyltransferase in Complex with S-Adenosyl- l -Methionine and DNA. Mol. Biosyst. 2016, 12, 3111–3123. [Google Scholar] [CrossRef]
  73. Grover, S.; Gupta, P.; Kahlon, P.S.; Goyal, S.; Grover, A.; Dalal, K.; Sabeeha, S.; Ehtesham, N.Z.; Hasnain, S.E. Analyses of Methyltransferases across the Pathogenicity Spectrum of Different Mycobacterial Species Point to an Extremophile Connection. Mol. Biosyst. 2016, 12, 1615–1625. [Google Scholar] [CrossRef]
  74. Brocklehurst, S.; Watson, M.; Carr, I.M.; Out, S.; Heidmann, I.; Meyer, P. Induction of Epigenetic Variation in Arabidopsis by Over-Expression of DNA Methyltransferase1 (MET1). PLoS ONE 2018, 13, e0192170. [Google Scholar] [CrossRef]
  75. Sun, Q.; Qiao, J.; Zhang, S.; He, S.; Shi, Y.; Yuan, Y.; Zhang, X.; Cai, Y. Changes in DNA Methylation Assessed by Genomic Bisulfite Sequencing Suggest a Role for DNA Methylation in Cotton Fruiting Branch Development. PeerJ 2018, 6, e4945. [Google Scholar] [CrossRef]
  76. Gianoglio, S.; Moglia, A.; Acquadro, A.; Comino, C.; Portis, E. The Genome-Wide Identification and Transcriptional Levels of DNA Methyltransferases and Demethylases in Globe Artichoke. PLoS ONE 2017, 12, e0181669. [Google Scholar] [CrossRef]
  77. Kumar, R.; Chauhan, P.K.; Khurana, A. Identification and Expression Profiling of DNA Methyltransferases during Development and Stress Conditions in Solanaceae. Funct. Integr. Genomics 2016, 16, 513–528. [Google Scholar] [CrossRef]
  78. Garg, R.; Kumari, R.; Tiwari, S.; Goyal, S. Genomic Survey, Gene Expression Analysis and Structural Modeling Suggest Diverse Roles of DNA Methyltransferases in Legumes. PLoS ONE 2014, 9, e88947. [Google Scholar] [CrossRef]
  79. Zhang, J.J.; Yang, H. Metabolism and Detoxification of Pesticides in Plants. Sci. Total Environ. 2021, 790, 148034. [Google Scholar] [CrossRef]
  80. Nai, Y.-S.; Huang, Y.-C.; Yen, M.-R.; Chen, P.-Y. Diversity of Fungal DNA Methyltransferases and Their Association With DNA Methylation Patterns. Front. Microbiol. 2021, 11, 616922. [Google Scholar] [CrossRef]
  81. Liu, S.-Y.; Lin, J.-Q.; Wu, H.-L.; Wang, C.-C.; Huang, S.-J.; Luo, Y.-F.; Sun, J.-H.; Zhou, J.-X.; Yan, S.-J.; He, J.-G.; et al. Bisulfite Sequencing Reveals That Aspergillus Flavus Holds a Hollow in DNA Methylation. PLoS ONE 2012, 7, e30349. [Google Scholar] [CrossRef]
  82. Fujihara, Y.; Miyasako, H.; Kato, K.; Hayashi, T.; Toraya, T. Molecular Cloning, Expression, and Characterization of Starfish DNA (Cytosine-5)-Methyltransferases. Biosci. Biotechnol. Biochem. 2012, 76, 1661–1671. [Google Scholar] [CrossRef]
  83. Dattani, A.; Sridhar, D.; Aziz Aboobaker, A. Planarian Flatworms as a New Model System for Understanding the Epigenetic Regulation of Stem Cell Pluripotency and Differentiation. Semin. Cell Dev. Biol. 2019, 87, 79–94. [Google Scholar] [CrossRef] [PubMed]
  84. Riviere, G.; Wu, G.-C.; Fellous, A.; Goux, D.; Sourdaine, P.; Favrel, P. DNA Methylation Is Crucial for the Early Development in the Oyster C. Gigas. Mar. Biotechnol. 2013, 15, 739–753. [Google Scholar] [CrossRef] [PubMed]
  85. Pearce, K.; Cai, D.; Roberts, A.C.; Glanzman, D.L. Role of Protein Synthesis and DNA Methylation in the Consolidation and Maintenance of Long-Term Memory in Aplysia. Elife 2017, 6, e18299. [Google Scholar] [CrossRef]
  86. Kotsarenko, K.; Vechtova, P.; Hammerova, Z.; Langova, N.; Malinovska, L.; Wimmerova, M.; Sterba, J.; Grubhoffer, L. Newly Identified DNA Methyltransferases of Ixodes Ricinus Ticks. Ticks Tick-Borne Dis. 2020, 11, 101348. [Google Scholar] [CrossRef] [PubMed]
  87. Zhang, J.; Xing, Y.; Li, Y.; Yin, C.; Ge, C.; Li, F. DNA Methyltransferases Have an Essential Role in Female Fecundity in Brown Planthopper, Nilaparvata Lugens. Biochem. Biophys. Res. Commun. 2015, 464, 83–88. [Google Scholar] [CrossRef] [PubMed]
  88. Gong, Z.; Wang, C.; Nieh, J.C.; Tan, K. Inhibiting DNA Methylation Alters Olfactory Extinction but Not Acquisition Learning in Apis Cerana and Apis Mellifera. J. Insect Physiol. 2016, 90, 43–48. [Google Scholar] [CrossRef] [PubMed]
  89. Biergans, S.D.; Giovanni Galizia, C.; Reinhard, J.; Claudianos, C. Dnmts and Tet Target Memory-Associated Genes after Appetitive Olfactory Training in Honey Bees. Sci. Rep. 2015, 5, 16223. [Google Scholar] [CrossRef] [PubMed]
  90. Roellig, D.; Bronner, M.E. The Epigenetic Modifier DNMT3A Is Necessary for Proper Otic Placode Formation. Dev. Biol. 2016, 411, 294–300. [Google Scholar] [CrossRef]
  91. Bahar Halpern, K.; Vana, T.; Walker, M.D. Paradoxical Role of DNA Methylation in Activation of FoxA2 Gene Expression during Endoderm Development. J. Biol. Chem. 2014, 289, 23882–23892. [Google Scholar] [CrossRef]
  92. Shimoda, N.; Yamakoshi, K.; Miyake, A.; Takeda, H. Identification of a Gene Required for de Novo DNA Methylation of the Zebrafishno Tail Gene. Dev. Dyn. 2005, 233, 1509–1516. [Google Scholar] [CrossRef]
  93. Takayama, K.; Shimoda, N.; Takanaga, S.; Hozumi, S.; Kikuchi, Y. Expression Patterns of Dnmt3aa, Dnmt3ab, and Dnmt4 during Development and Fin Regeneration in Zebrafish. Gene Expr. Patterns 2014, 14, 105–110. [Google Scholar] [CrossRef]
  94. Smith, T.H.L.; Collins, T.M.; McGowan, R.A. Expression of the Dnmt3 Genes in Zebrafish Development: Similarity to Dnmt3a and Dnmt3b. Dev. Genes Evol. 2011, 220, 347–353. [Google Scholar] [CrossRef]
  95. Wang, F.; Qin, Z.; Li, Z.; Yang, S.; Gao, T.; Sun, L.; Wang, D. Dnmt3aa but Not Dnmt3ab Is Required for Maintenance of Gametogenesis in Nile Tilapia (Oreochromis niloticus). Int. J. Mol. Sci. 2021, 22, 10170. [Google Scholar] [CrossRef]
  96. Giannetto, A.; Nagasawa, K.; Fasulo, S.; Fernandes, J.M.O. Influence of Photoperiod on Expression of DNA (Cytosine-5) Methyltransferases in Atlantic Cod. Gene 2013, 519, 222–230. [Google Scholar] [CrossRef]
  97. Rodriguez-Osorio, N.; Wang, H.; Rupinski, J.; Bridges, S.M.; Memili, E. Comparative Functional Genomics of Mammalian DNA Methyltransferases. Reprod. Biomed. Online 2010, 20, 243–255. [Google Scholar] [CrossRef]
  98. Okano, M.; Xie, S.; Li, E. Cloning and Characterization of a Family of Novel Mammalian DNA (Cytosine-5) Methyltransferases. Nat. Genet. 1998, 19, 219–220. [Google Scholar] [CrossRef]
  99. Gujar, H.; Weisenberger, D.; Liang, G. The Roles of Human DNA Methyltransferases and Their Isoforms in Shaping the Epigenome. Genes 2019, 10, 172. [Google Scholar] [CrossRef]
  100. Xie, S.; Wang, Z.; Okano, M.; Nogami, M.; Li, Y.; He, W.W.; Katsuzumi, O.; En, L. Cloning, Expression and Chromosome Locations of the Human DNMT3 gene family. Gene 1999, 236, 87–95. [Google Scholar] [CrossRef]
  101. Plourde, K.V.; Labrie, Y.; Ouellette, G.; Pouliot, M.-C.; Durocher, F. Genome-Wide Methylation Analysis of DNMT3B Gene Isoforms Revealed Specific Methylation Profiles in Breast Cell Lines. Epigenomics 2016, 8, 1209–1226. [Google Scholar] [CrossRef]
  102. Aoki, A. Enzymatic Properties of de Novo-Type Mouse DNA (Cytosine-5) Methyltransferases. Nucleic Acids Res. 2001, 29, 3506–3512. [Google Scholar] [CrossRef]
  103. Gopalakrishna-Pillai, S.; Iverson, L.E. A DNMT3B Alternatively Spliced Exon and Encoded Peptide Are Novel Biomarkers of Human Pluripotent Stem Cells. PLoS ONE 2011, 6, e20663. [Google Scholar] [CrossRef] [PubMed]
  104. Saito, Y.; Kanai, Y.; Sakamoto, M.; Saito, H.; Ishii, H.; Hirohashi, S. Overexpression of a Splice Variant of DNA Methyltransferase 3b, DNMT3b4, Associated with DNA Hypomethylation on Pericentromeric Satellite Regions during Human Hepatocarcinogenesis. Proc. Natl. Acad. Sci. USA 2002, 99, 10060–10065. [Google Scholar] [CrossRef] [PubMed]
  105. Shao, G.; Zhang, R.; Zhang, S.; Jiang, S.; Liu, Y.; Zhang, W.; Zhang, Y.; Li, J.; Gong, K.; Hu, X.-R.; et al. Splice Variants DNMT3B4 and DNMT3B7 Overexpression Inhibit Cell Proliferation in 293A Cell Line. In Vitro Cell. Dev. Biol.-Anim. 2013, 49, 386–394. [Google Scholar] [CrossRef] [PubMed]
  106. Robertson, K.D.; Uzvolgyi, E.; Liang, G.; Talmadge, C.; Sumegi, J.; Gonzales, F.A.; Jones, P.A. The Human DNA Methyltransferases (DNMTs) 1, 3a and 3b: Coordinate MRNA Expression in Normal Tissues and Overexpression in Tumors. Nucleic Acids Res. 1999, 27, 2291–2298. [Google Scholar] [CrossRef]
  107. Teodoridis, J.M.; Hall, J.; Marsh, S.; Kannall, H.D.; Smyth, C.; Curto, J.; Siddiqui, N.; Gabra, H.; McLeod, H.L.; Strathdee, G.; et al. CpG Island Methylation of DNA Damage Response Genes in Advanced Ovarian Cancer. Cancer Res. 2005, 65, 8961–8967. [Google Scholar] [CrossRef]
  108. Ostler, K.R.; Yang, Q.; Looney, T.J.; Zhang, L.; Vasanthakumar, A.; Tian, Y.; Kocherginsky, M.; Raimondi, S.L.; DeMaio, J.G.; Salwen, H.R.; et al. Truncated DNMT3B Isoform DNMT3B7 Suppresses Growth, Induces Differentiation, and Alters DNA Methylation in Human Neuroblastoma. Cancer Res. 2012, 72, 4714–4723. [Google Scholar] [CrossRef]
  109. Brambert, P.R.; Kelpsch, D.J.; Hameed, R.; Desai, C.V.; Calafiore, G.; Godley, L.A.; Raimondi, S.L. DNMT3B7 Expression Promotes Tumor Progression to a More Aggressive Phenotype in Breast Cancer Cells. PLoS ONE 2015, 10, e0117310. [Google Scholar] [CrossRef]
  110. Shah, M.Y.; Vasanthakumar, A.; Barnes, N.Y.; Figueroa, M.E.; Kamp, A.; Hendrick, C.; Ostler, K.R.; Davis, E.M.; Lin, S.; Anastasi, J.; et al. DNMT3B7, a Truncated DNMT3B Isoform Expressed in Human Tumors, Disrupts Embryonic Development and Accelerates Lymphomagenesis. Cancer Res. 2010, 70, 5840–5850. [Google Scholar] [CrossRef]
  111. Ma, M.Z.; Lin, R.; Carrillo, J.; Bhutani, M.; Pathak, A.; Ren, H.; Li, Y.; Song, J.; Mao, L. ∆ DNMT3B4-Del Contributes to Aberrant DNA Methylation Patterns in Lung Tumorigenesis. EBioMedicine 2015, 2, 1340–1350. [Google Scholar] [CrossRef]
  112. Gopalakrishnan, S.; Van Emburgh, B.O.; Shan, J.; Su, Z.; Fields, C.R.; Vieweg, J.; Hamazaki, T.; Schwartz, P.H.; Terada, N.; Robertson, K.D. A Novel DNMT3B Splice Variant Expressed in Tumor and Pluripotent Cells Modulates Genomic DNA Methylation Patterns and Displays Altered DNA Binding. Mol. Cancer Res. 2009, 7, 1622–1634. [Google Scholar] [CrossRef]
  113. Wang, J.; Walsh, G.; Liu, D.D.; Lee, J.J.; Mao, L. Expression of ΔDNMT3B Variants and Its Association with Promoter Methylation of P16 and RASSF1A in Primary Non–Small Cell Lung Cancer. Cancer Res. 2006, 66, 8361–8366. [Google Scholar] [CrossRef]
  114. Wang, J.; Bhutani, M.; Pathak, A.K.; Lang, W.; Ren, H.; Jelinek, J.; He, R.; Shen, L.; Issa, J.-P.; Mao, L. ΔDNMT3B Variants Regulate DNA Methylation in a Promoter-Specific Manner. Cancer Res. 2007, 67, 10647–10652. [Google Scholar] [CrossRef]
  115. Su, X.; Lv, C.; Qiao, F.; Qiu, X.; Huang, W.; Wu, Q.; Zhao, Z.; Fan, H. Expression Pattern and Clinical Significance of DNA Methyltransferase 3B Variants in Gastric Carcinoma. Oncol. Rep. 2010, 23, 819–826. [Google Scholar]
  116. Liu, Y.; Sun, L.; Fong, P.; Yang, J.; Zhang, Z.; Yin, S.; Jiang, S.; Liu, X.; Ju, H.; Huang, L.; et al. An Association between Overexpression of DNA Methyltransferase 3B4 and Clear Cell Renal Cell Carcinoma. Oncotarget 2017, 8. [Google Scholar] [CrossRef]
  117. Siddiqui, S.; White, M.W.; Schroeder, A.M.; DeLuca, N.V.; Leszczynski, A.L.; Raimondi, S.L. Aberrant DNMT3B7 Expression Correlates to Tissue Type, Stage, and Survival across Cancers. PLoS ONE 2018, 13, e0201522. [Google Scholar] [CrossRef]
  118. Hu, H.; Chen, C.; Shi, S.; Li, B.; Duan, S. The Gene Mutations and Subtelomeric DNA Methylation in Immunodeficiency, Centromeric Instability and Facial Anomalies Syndrome. Autoimmunity 2019, 52, 192–198. [Google Scholar] [CrossRef]
  119. Wang, X.; Bhandari, R.K. DNA Methylation Dynamics during Epigenetic Reprogramming of Medaka Embryo. Epigenetics 2019, 14, 611–622. [Google Scholar] [CrossRef]
  120. Chen, Z.; Zhang, Y. Role of Mammalian DNA Methyltransferases in Development. Annu. Rev. Biochem. 2020, 89, 135–158. [Google Scholar] [CrossRef]
  121. Gatto, S.; Gagliardi, M.; Franzese, M.; Leppert, S.; Papa, M.; Cammisa, M.; Grillo, G.; Velasco, G.; Francastel, C.; Toubiana, S.; et al. ICF-Specific DNMT3B Dysfunction Interferes with Intragenic Regulation of MRNA Transcription and Alternative Splicing. Nucleic Acids Res. 2017, 45, 5739–5756. [Google Scholar] [CrossRef]
  122. Li, E.; Bestor, T.H.; Jaenisch, R. Targeted Mutation of the DNA Methyltransferase Gene Results in Embryonic Lethality. Cell 1992, 69, 915–926. [Google Scholar] [CrossRef]
  123. Saadeh, H.; Schulz, R. Protection of CpG Islands against de Novo DNA Methylation during Oogenesis Is Associated with the Recognition Site of E2f1 and E2f2. Epigenetics Chromatin 2014, 7, 26. [Google Scholar] [CrossRef]
  124. Li, E.; Zhang, Y. DNA Methylation in Mammals. Cold Spring Harb. Perspect. Biol. 2014, 6, a019133. [Google Scholar] [CrossRef]
  125. Feinberg, A.P.; Vogelstein, B. Hypomethylation Distinguishes Genes of Some Human Cancers from Their Normal Counterparts. Nature 1983, 301, 89–92. [Google Scholar] [CrossRef]
  126. Feinberg, A.P.; Vogelstein, B. A Technique for Radiolabeling DNA Restriction Endonuclease Fragments to High Specific Activity. Anal. Biochem. 1983, 132, 6–13. [Google Scholar] [CrossRef]
  127. Ley, T.J.; Ding, L.; Walter, M.J.; McLellan, M.D.; Lamprecht, T.; Larson, D.E.; Kandoth, C.; Payton, J.E.; Baty, J.; Welch, J.; et al. DNMT3A Mutations in Acute Myeloid Leukemia. N. Engl. J. Med. 2010, 363, 2424–2433. [Google Scholar] [CrossRef]
  128. Kanai, Y.; Ushijima, S.; Nakanishi, Y.; Sakamoto, M.; Hirohashi, S. Mutation of the DNA Methyltransferase (DNMT) 1 Gene in Human Colorectal Cancers. Cancer Lett. 2003, 192, 75–82. [Google Scholar] [CrossRef]
  129. Amatori, S.; Bagaloni, I.; Donati, B.; Fanelli, M. DNA Demethylating Antineoplastic Strategies: A Comparative Point of View. Genes Cancer 2010, 1, 197–209. [Google Scholar] [CrossRef]
  130. Huang, D.; Cui, L.; Ahmed, S.; Zainab, F.; Wu, Q.; Wang, X.; Yuan, Z. An Overview of Epigenetic Agents and Natural Nutrition Products Targeting DNA Methyltransferase, Histone Deacetylases and MicroRNAs. Food Chem. Toxicol. 2018, 123, 574–594. [Google Scholar] [CrossRef]
  131. Pan, Y.; Liu, G.; Zhou, F.; Su, B.; Li, Y. DNA Methylation Profiles in Cancer Diagnosis and Therapeutics. Clin. Exp. Med. 2018, 18, 1–14. [Google Scholar] [CrossRef]
  132. Gnyszka, A.; Jastrzebski, Z.; Flis, S. DNA Methyltransferase Inhibitors and Their Emerging Role in Epigenetic Therapy of Cancer. Anticancer Res. 2013, 33, 2989–2996. [Google Scholar]
  133. Datta, J.; Ghoshal, K.; Denny, W.A.; Gamage, S.A.; Brooke, D.G.; Phiasivongsa, P.; Redkar, S.; Jacob, S.T. A New Class of Quinoline-Based DNA Hypomethylating Agents Reactivates Tumor Suppressor Genes by Blocking DNA Methyltransferase 1 Activity and Inducing Its Degradation. Cancer Res. 2009, 69, 4277–4285. [Google Scholar] [CrossRef] [PubMed]
  134. Rilova, E.; Erdmann, A.; Gros, C.; Masson, V.; Aussagues, Y.; Poughon-Cassabois, V.; Rajavelu, A.; Jeltsch, A.; Menon, Y.; Novosad, N.; et al. Design, Synthesis and Biological Evaluation of 4-Amino-N-(4-Aminophenyl)Benzamide Analogues of Quinoline-Based SGI-1027 as Inhibitors of DNA Methylation. Chemmedchem 2014, 9, 590–601. [Google Scholar] [CrossRef] [PubMed]
  135. Zwergel, C.; Schnekenburger, M.; Sarno, F.; Battistelli, C.; Manara, M.C.; Stazi, G.; Mazzone, R.; Fioravanti, R.; Gros, C.; Ausseil, F.; et al. Identification of a Novel Quinoline-Based DNA Demethylating Compound Highly Potent in Cancer Cells. Clin. Epigenetics 2019, 11, 68. [Google Scholar] [CrossRef] [PubMed]
  136. Hu, C.; Liu, X.; Zeng, Y.; Liu, J.; Wu, F. DNA Methyltransferase Inhibitors Combination Therapy for the Treatment of Solid Tumor: Mechanism and Clinical Application. Clin. Epigenetics 2021, 13, 166. [Google Scholar] [CrossRef]
  137. Ahuja, N.; Sharma, A.R.; Baylin, S.B. Epigenetic Therapeutics: A New Weapon in the War Against Cancer. Annu. Rev. Med. 2016, 67, 73–89. [Google Scholar] [CrossRef]
  138. Bhat, S.A.; Ahmad, S.M.; Mumtaz, P.T.; Malik, A.A.; Dar, M.A.; Urwat, U.; Shah, R.A.; Ganai, N.A. Long Non-Coding RNAs: Mechanism of Action and Functional Utility. Non-Coding RNA Res. 2016, 1, 43–50. [Google Scholar] [CrossRef]
  139. Klisovic, R.B.; Stock, W.; Cataland, S.; Klisovic, M.I.; Liu, S.; Blum, W.; Green, M.; Odenike, O.; Godley, L.; Burgt, J.V.; et al. A Phase I Biological Study of MG98, an Oligodeoxynucleotide Antisense to DNA Methyltransferase 1, in Patients with High-Risk Myelodysplasia and Acute Myeloid Leukemia. Clin. Cancer Res. 2008, 14, 2444–2449. [Google Scholar] [CrossRef]
  140. Winquist, E.; Knox, J.; Ayoub, J.-P.; Wood, L.; Wainman, N.; Reid, G.K.; Pearce, L.; Shah, A.; Eisenhauer, E. Phase II Trial of DNA Methyltransferase 1 Inhibition with the Antisense Oligonucleotide MG98 in Patients with Metastatic Renal Carcinoma: A National Cancer Institute of Canada Clinical Trials Group Investigational New Drug Study. Investig. New Drugs 2006, 24, 159–167. [Google Scholar] [CrossRef]
  141. Plummer, R.; Vidal, L.; Griffin, M.; Lesley, M.; de Bono, J.; Coulthard, S.; Sludden, J.; Siu, L.L.; Chen, E.X.; Oza, A.M.; et al. Phase I Study of MG98, an Oligonucleotide Antisense Inhibitor of Human DNA Methyltransferase 1, Given as a 7-Day Infusion in Patients with Advanced Solid Tumors. Clin. Cancer Res. 2009, 15, 3177–3183. [Google Scholar] [CrossRef]
  142. Mazzoccoli, L.; Robaina, M.C.; Apa, A.G.; Bonamino, M.; Pinto, L.W.; Queiroga, E.; Bacchi, C.E.; Klumb, C.E. MiR-29 Silencing Modulates the Expression of Target Genes Related to Proliferation, Apoptosis and Methylation in Burkitt Lymphoma Cells. J. Cancer Res. Clin. Oncol. 2018, 144, 483–497. [Google Scholar] [CrossRef]
  143. Wang, L.; Huang, J.; Wu, C.; Huang, L.; Cui, J.; Xing, Z.; Zhao, C. Downregulation of MiR-29b Targets DNMT3b to Suppress Cellular Apoptosis and Enhace Proliferation in Pancreatic Cancer. Mol. Med. Rep. 2018, 17, 2113–2120. [Google Scholar] [CrossRef]
  144. Zhang, S.; Pei, M.; Li, Z.; Li, H.; Liu, Y.; Li, J. Double-negative Feedback Interaction between DNA Methyltransferase 3A and MicroRNA-145 in the Warburg Effect of Ovarian Cancer Cells. Cancer Sci. 2018, 109, 2734–2745. [Google Scholar] [CrossRef]
  145. Qi, D.; Li, J.; Que, B.; Su, J.; Li, M.; Zhang, C.; Yang, M.; Zhou, G.; Ji, W. Long Non-Coding RNA DBCCR1-003 Regulate the Expression of DBCCR1 via DNMT1 in Bladder Cancer. Cancer Cell Int. 2016, 16, 81. [Google Scholar] [CrossRef]
  146. Jones, R.; Wijesinghe, S.; Wilson, C.; Halsall, J.; Liloglou, T.; Kanhere, A. A Long Intergenic Non-Coding RNA Regulates Nuclear Localization of DNA Methyl Transferase-1. Iscience 2021, 24, 102273. [Google Scholar] [CrossRef]
  147. Somasundaram, S.; Forrest, M.E.; Moinova, H.; Cohen, A.; Varadan, V.; LaFramboise, T.; Markowitz, S.; Khalil, A.M. The DNMT1-Associated LincRNA DACOR1 Reprograms Genome-Wide DNA Methylation in Colon Cancer. Clin. Epigenetics 2018, 10, 127. [Google Scholar] [CrossRef]
  148. Guo, X.; Chen, Z.; Zhao, L.; Cheng, D.; Song, W.; Zhang, X. Long Non-Coding RNA-HAGLR Suppressed Tumor Growth of Lung Adenocarcinoma through Epigenetically Silencing E2F1. Exp. Cell Res. 2019, 382, 111461. [Google Scholar] [CrossRef]
  149. Li, W.; Zheng, J.; Deng, J.; You, Y.; Wu, H.; Li, N.; Lu, J.; Zhou, Y. Increased Levels of the Long Intergenic Non-Protein Coding RNA POU3F3 Promote DNA Methylation in Esophageal Squamous Cell Carcinoma Cells. Gastroenterology 2014, 146, 1714–1726. [Google Scholar] [CrossRef]
  150. Yan, J.; Guo, X.; Xia, J.; Shan, T.; Gu, C.; Liang, Z.; Zhao, W.; Jin, S. MiR-148a Regulates MEG3 in Gastric Cancer by Targeting DNA Methyltransferase 1. Med. Oncol. 2014, 31, 879. [Google Scholar] [CrossRef]
  151. Braconi, C.; Kogure, T.; Valeri, N.; Huang, N.; Nuovo, G.; Costinean, S.; Negrini, M.; Miotto, E.; Croce, C.M.; Patel, T. MicroRNA-29 Can Regulate Expression of the Long Non-Coding RNA Gene MEG3 in Hepatocellular Cancer. Oncogene 2011, 30, 4750–4756. [Google Scholar] [CrossRef]
  152. Zhang, P.; Sun, H.; Yang, B.; Luo, W.; Liu, Z.; Wang, J.; Zuo, Y. MiR-152 Regulated Glioma Cell Proliferation and Apoptosis via Runx2 Mediated by DNMT1. Biomed. Pharmacother. 2017, 92, 690–695. [Google Scholar] [CrossRef]
  153. Zhang, Z.; Tang, H.; Wang, Z.; Zhang, B.; Liu, W.; Lu, H.; Xiao, L.; Liu, X.; Wang, R.; Li, X.; et al. MiR-185 Targets the DNA Methyltransferases 1 and Regulates Global DNA Methylation in Human Glioma. Mol. Cancer 2011, 10, 1–16. [Google Scholar] [CrossRef] [PubMed]
  154. Liu, X.; Lei, Q.; Yu, Z.; Xu, G.; Tang, H.; Wang, W.; Wang, Z.; Li, G.; Wu, M. MiR-101 Reverses the Hypomethylation of the LMO3 Promoter in Glioma Cells. Oncotarget 2015, 6, 7930. [Google Scholar] [CrossRef] [PubMed]
  155. Chen, L.-H.; Hsu, W.-L.; Tseng, Y.-J.; Liu, D.-W.; Weng, C.-F. Involvement of DNMT 3B Promotes Epithelial-Mesenchymal Transition and Gene Expression Profile of Invasive Head and Neck Squamous Cell Carcinomas Cell Lines. BMC Cancer 2016, 16, 431. [Google Scholar] [CrossRef]
Figure 1. Structure of DNA methyltransferases. The DNMTs family is the DNA methylator in living beings. DNMTs have two domains: catalytic domain in the carboxy-terminal extreme, with the conserved catalytic motives, and location domain in the amino-terminal extreme, with the location and interaction chromatin motives. Monera has the catalytic domain mtase, Alphaproteobacteria. Protists and Algae are composed of MET1, CMT3, and DRM2 protein paralogs; MET1 is an example present in Volvox carteri. Fungi are composed of the protein paralogs: DIM-2, Masc1 and 2, and RID; the example is Neurospora crassa. In animals, Invertebrates, the protein paralogs are DNMT1 and DNMT3, in Echinoderma; Vertebrates, Fishes, DNMT1, and 3, zebrafish has 8 DNMT3 mammalians, the protein paralogs are: DNMT1 and DNMT3A/B/C in Mus musculus, and DNMT1, 3A/B/L in Homo sapiens. Abbreviatures: CD (chromo dominio), DMAP-1, binding domain (DMAP); motif to interact with PCNA (PCDNA); Nuclear localization Signal (NLS); Targeted Site (TS); Motif to Cys-X-X-Cys amino-acids, with zinc fingers (CXXC), Protein Binding Homeo Domain (PBHD); the motif of interaction with pro-trp-trp-pro (PWWP), and ATRX, DNMT3, DNMT3L domain (ADD). Note: Created with Biorender.com, accessed on 21 July 2022.
Figure 1. Structure of DNA methyltransferases. The DNMTs family is the DNA methylator in living beings. DNMTs have two domains: catalytic domain in the carboxy-terminal extreme, with the conserved catalytic motives, and location domain in the amino-terminal extreme, with the location and interaction chromatin motives. Monera has the catalytic domain mtase, Alphaproteobacteria. Protists and Algae are composed of MET1, CMT3, and DRM2 protein paralogs; MET1 is an example present in Volvox carteri. Fungi are composed of the protein paralogs: DIM-2, Masc1 and 2, and RID; the example is Neurospora crassa. In animals, Invertebrates, the protein paralogs are DNMT1 and DNMT3, in Echinoderma; Vertebrates, Fishes, DNMT1, and 3, zebrafish has 8 DNMT3 mammalians, the protein paralogs are: DNMT1 and DNMT3A/B/C in Mus musculus, and DNMT1, 3A/B/L in Homo sapiens. Abbreviatures: CD (chromo dominio), DMAP-1, binding domain (DMAP); motif to interact with PCNA (PCDNA); Nuclear localization Signal (NLS); Targeted Site (TS); Motif to Cys-X-X-Cys amino-acids, with zinc fingers (CXXC), Protein Binding Homeo Domain (PBHD); the motif of interaction with pro-trp-trp-pro (PWWP), and ATRX, DNMT3, DNMT3L domain (ADD). Note: Created with Biorender.com, accessed on 21 July 2022.
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Figure 2. Structure of Human DNMT3B isoforms. Splice variants isoforms of DNMT3B have different characters. DNMT3B isoforms variates mammalians. Amino and carboxyl-terminal domains variates. DNMT3B isoforms’ nuclear location variates during embryonic development and in tissue specificity. Moreover, it has been found that DNMT3B isoform variates in cancer with their own origin tissue. Suggesting that DNMT3B isoforms have an important role in cancer development. Abbreviatures: motif of interaction with pro-trp-trp-pro (PWWP), and ATRX, DNMT3, DNMT3L domain (ADD).
Figure 2. Structure of Human DNMT3B isoforms. Splice variants isoforms of DNMT3B have different characters. DNMT3B isoforms variates mammalians. Amino and carboxyl-terminal domains variates. DNMT3B isoforms’ nuclear location variates during embryonic development and in tissue specificity. Moreover, it has been found that DNMT3B isoform variates in cancer with their own origin tissue. Suggesting that DNMT3B isoforms have an important role in cancer development. Abbreviatures: motif of interaction with pro-trp-trp-pro (PWWP), and ATRX, DNMT3, DNMT3L domain (ADD).
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Figure 3. DNA methyltransferases are altered in cancer. DNMTs have a role in genomic regulation. In cancer, DNMTs are affected in expression level. In acute myeloid leukemia (AML) and chronic myeloid leukemia (CML), The three DNMTs are overexpressed. DNMT1 and DNMT3A have been described as affected in liver cancer and pituitary cancer, while DNMT1 and DNMT3B are overexpressed in breast cancer, colon cancer, and lung cancer; DNMT3B is deregulated in colon cancer and prostate cancer, and DNMT1 is deregulated in the pancreas cancer and esophagus cancer. In other cases, only one DNMT is overexpressed; however, only one DNMT could be enough to result in cancer development, progression, and metastasis. Abbreviatures: Myelodysplastic syndrome (MDS), chronic myelomonocytic leukemia (CMML), acute lymphoblastic leukemia (ALL), melanoma.
Figure 3. DNA methyltransferases are altered in cancer. DNMTs have a role in genomic regulation. In cancer, DNMTs are affected in expression level. In acute myeloid leukemia (AML) and chronic myeloid leukemia (CML), The three DNMTs are overexpressed. DNMT1 and DNMT3A have been described as affected in liver cancer and pituitary cancer, while DNMT1 and DNMT3B are overexpressed in breast cancer, colon cancer, and lung cancer; DNMT3B is deregulated in colon cancer and prostate cancer, and DNMT1 is deregulated in the pancreas cancer and esophagus cancer. In other cases, only one DNMT is overexpressed; however, only one DNMT could be enough to result in cancer development, progression, and metastasis. Abbreviatures: Myelodysplastic syndrome (MDS), chronic myelomonocytic leukemia (CMML), acute lymphoblastic leukemia (ALL), melanoma.
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Table 1. DNA methyltransferases (DNMTs) in the five kingdoms.
Table 1. DNA methyltransferases (DNMTs) in the five kingdoms.
OrthologsDNA Methyltransferases Know in Each Taxonomic GroupParalogs of DNA-Methyltransferases Function Associated with Each Taxonomic GroupReferences
MoneraAlphaproteobacteria5mC-MTase.Restriction modification (RM),
bacteriophage’s sequence silence
[36]
ProtistsDiatomeas and Choanoflagellates.MET1, CMT3, and DRM2.Not experimentally probed[37]
AlgaeChlorella, spp., Clamydomonas; Volvox carteri.MET1, CMT1 and 3, and DMR.Genomic imprinting and development[38,39]
FungiHumicola grisea; budding yeast; Neurospora sp.; Aspergillus clavatus.DIM-2, Masc1 and 2, and RID.Genomic repression.[40,41,42]
PlantaeArabidopsis thalianaMET1, CMT, DMR DNMT1, 2, and 3.Genomic imprinting, reproduction, and development.[25,43]
Animals invertebratesNematoda, Equinoderma, Paracentrotus lividus, Solea seleganensis, Gadus morhua, ArthropodaDNMT1 and 3Repetitive sequence repression, Development, Gene regulation, and epigenetic memory.[44,45]
Animals vertebratesFishes and mammalsDNMT1, 2 and 3Repetitive sequence repression, Development, Gene regulation, epigenetic memory, and Cancer progression.[3,46,47]
Table 2. Species without DNA methylation detected.
Table 2. Species without DNA methylation detected.
Orthologs within
DNA Methylation Detected
DNMT Reported In SpecieReferences
Saccharomyces cerevisiae,-[34]
Caenorhabditis elegans-[34,35,45]
Drosophila melanogasterDNMT2[31,32,33]
Table 3. Messenger RNA of DNMTs biomarkers.
Table 3. Messenger RNA of DNMTs biomarkers.
DNMT3B IsoformType of BiomarkerType of PathologyReferences
DNMT3B3DiagnosticCirrhosis
Gastric cancer
Hepatitis
Liver cancer
Ovarian carcinoma
[104,107,115]
DNMT3B4DiagnosticHelicobacter pylori infection
Renal cancer
[13,104,105,116]
DNMT3B7DiagnosticBreast cancer[105,108,109,110,117]
ΔDNMT3B4DiagnosticHyperplasia
Lung cancer
[111]
Table 4. Studies of DNA methyltransferases (DNMTs) and non-coding RNAs in cancer.
Table 4. Studies of DNA methyltransferases (DNMTs) and non-coding RNAs in cancer.
ncRNAsDNMT Deregulated
in Cancer
Type of CancerType of DeregulationReference
DBCCR1-003DNMT1BladderDown[145]
linc-POU3F3DNMT1, 3A, and 3BESCCUp[149]
miR-148aDNMT1GastricDown[150]
miR-29aDNMT1LiverDown[151]
miR-152DNMT1GliomaDown[152]
miR-185DNMT1GliomaDown[153]
miR-145DNMT3AOvarianDown[144]
miR-101DNMT3AGliomaDown[154]
miR-29DNMT3BBurkittDown[142]
miR-29bDNMT3BLymphoma,
pancreatic,
head and neck cell line cancer
Down[143,155]
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Del Castillo Falconi, V.M.; Torres-Arciga, K.; Matus-Ortega, G.; Díaz-Chávez, J.; Herrera, L.A. DNA Methyltransferases: From Evolution to Clinical Applications. Int. J. Mol. Sci. 2022, 23, 8994. https://doi.org/10.3390/ijms23168994

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Del Castillo Falconi VM, Torres-Arciga K, Matus-Ortega G, Díaz-Chávez J, Herrera LA. DNA Methyltransferases: From Evolution to Clinical Applications. International Journal of Molecular Sciences. 2022; 23(16):8994. https://doi.org/10.3390/ijms23168994

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Del Castillo Falconi, Victor M., Karla Torres-Arciga, Genaro Matus-Ortega, José Díaz-Chávez, and Luis A. Herrera. 2022. "DNA Methyltransferases: From Evolution to Clinical Applications" International Journal of Molecular Sciences 23, no. 16: 8994. https://doi.org/10.3390/ijms23168994

APA Style

Del Castillo Falconi, V. M., Torres-Arciga, K., Matus-Ortega, G., Díaz-Chávez, J., & Herrera, L. A. (2022). DNA Methyltransferases: From Evolution to Clinical Applications. International Journal of Molecular Sciences, 23(16), 8994. https://doi.org/10.3390/ijms23168994

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