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Methylation multiplicity and its clinical values in cancer

Published online by Cambridge University Press:  31 March 2021

Xiaofeng Dai*
Affiliation:
Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu214122, China
Tiejun Ren
Affiliation:
The Affiliated Luoyang Central Hospital of Zhengzhou University, Zhengzhou University, Luoyang, Henan471000, China
Yuxin Zhang
Affiliation:
Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu214122, China
Nan Nan
Affiliation:
Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu214122, China
*
Author for correspondence: Xiaofeng Dai, E-mail: [email protected]
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Abstract

Methylation at DNA, RNA and protein levels plays critical roles in many cellular processes and is associated with diverse differentiation events, physiological activities and human diseases. To aid in the diagnostic and therapeutic design for cancer treatment utilising methylation, this review provides a boutique yet comprehensive overview on methylation at different levels including the mechanisms, cross-talking and clinical implications with a particular focus on cancers. We conclude that DNA methylation is the sole type of methylation that has been largely translated into clinics and used for, mostly, early diagnosis. Translating the onco-therapeutic and prognostic values of RNA and protein methylations into clinical use deserves intensive efforts. Simultaneous examination of methylations at multiple levels or together with other forms of molecular markers represents an interesting research direction with profound clinical translational potential.

Type
Review
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
Copyright
Copyright © The Author(s), 2021. Published by Cambridge University Press

Introduction

Methylation represents an important type of epigenetic regulation that refers to the transfer of active methyl group to the target chemicals as catalysed by methyltransferases without altering the DNA sequence composition. Methylation does occur in DNA (Ref. Reference Kachroo1), RNA (Ref. Reference He and He2), histone (Ref. Reference Zhao3) and non-histone (Ref. Reference Di Blasi4) proteins. The dynamics and biological outcomes of all three types of methylation are the results of the activity of a complex protein machinery comprised of writers, erasers and readers. Methylation deregulation is involved in many diseases including human cancers (Refs Reference Bach5Reference Bae7). DNA methylation transcriptionally modulates the expression of the target gene (Ref. Reference Robertson and Jones8); RNA methylation primarily modulates RNA processing and decay (Ref. Reference Frye9); protein methylation affects protein activities and directs protein translation, localisation and signalling (Ref. Reference Lanouette10). These methylation events play broad roles in regulating cell fates, and their cross-talks as well as that with other post-translational modification (PTM) events exert a reversible control over various cellular behaviours (Ref. Reference Biggar and Li11).

This review will introduce the primary enzymes and mechanism that enable each type of methylation, followed by a brief discussion on the cross-talks among methylation at multiple levels. This paper is finalised with clinical implications of methylation, with the aim of contributing to the clinical translation of methylation-related knowledge from the bench side to the bedside.

Methylation types

Methylation is a reversible switch controlled by specific catalytic enzymes, that is, methyltransferase (writer), demethylase (eraser) and function through being recognised by methylation-dependent binding protein (reader). DNA methylation typically occurs as 5-methylcytosine (m5C), with DNA methyltransferase 1 (DNMT1) being the key methyltransferase and the TET family proteins playing the primary demethylation role. The most representative RNA methylations are N6-methyladenosine (m6A) and m5C, where m6A is catalysed by the methyltransferase-like 3/14 (METTL3/14), Wilms tumour 1-associated protein (WTAP) methyltransferase complex (METTL3/METTL4/WTAP) and removed by obesity-associated enzyme (FTO) and alkylation repair homologue 5 (ALKBH5), and m5C is methylated by NOP2/Sun RNA methyltransferase (NSUN) family proteins and DNA methyltransferase family members as represented by DNMT2 with the demethylases being unclear. Protein methylation can occur on both histone and non-histone proteins, and typically at arginine and lysine. The most frequently reported histone methylations are H3K, H4K, H3R and H4R. Non-histone protein methylation is typically involved in signal transduction, many of which are associated with cancer progression such as MAPK and NFkB signalling. Arginine methylation is triggered by protein arginine methyltransferase (PRMT) family proteins, and lysine methylation is mediated by lysine methyltransferase (KMT) that contains a highly evolutionarily conserved SET domain. Jumonji C-terminal domain (JmjC) family members and lysine-specific demethylase 1 (LSD1) are the primary demethylases unveiled for lysine demethylation, and some members of the JmjC family such as KDM3A, KDM4E, KDM5C are known to catalyse arginine demethylation as well.

DNA methylation

DNA methylation is an epigenetic process that adds a methyl (CH3) group to DNA using S-adenosyl methionine (SAM) as the methyl group donor. This process can occur at N6 of adenine, N7 of guanine, N4 and C5 of cytosine. Approximately 80% of cytosine-phosphate-guanine (CpG) dinucleotides are methylated in mammalian cells, which typically occurs in the 5′ end of cytosine by converting C5 of cytosine to m5C (Refs Reference Chen, Wang and Shen12, Reference Deaton and Bird13).

Writer: DNA methyltransferase

DNMT family proteins are primarily comprised of DNMT1, DNMT3A, DNMT3B and DNMT3L (Fig. 1). DNMT1 is the key enzyme that maintains the normal DNA methylation level during DNA replication (Ref. Reference Smith and Meissner14). DNMT3A and NDMT3B are highly homogeneous that catalyse de novo methylation in early and late embryonic processes, respectively (Ref. Reference Borgel15). DNMT3L, though without the methyltransferase activity, facilitates DNMT3A/B in exerting their functionalities (Ref. Reference Jia16).

Fig. 1. The primary type and mechanism of DNA methylation. DNA methylation typically occurs as 5mC, with DNMT1 being the key methyltransferase (writer) and the TET family proteins playing the primary demethylation (eraser) role. Three kinds of DNA methylation-binding proteins (reader) were reported, which are MBD (Methyl-CpG-Binding Domain), Kaiso and SRA (Set and Ring Finger-associated) families. Readers identify methylated DNA sites to enable the downstream effects including, for example, gene expression suppression and genomic methylation maintenance.

Eraser: DNA demethylase

Strictly speaking, no enzyme in humans could be called ‘DNA demethylase’. The TET family members, belonging to an evolutionarily conserved family of dioxygenases, play key regulatory roles during DNA demethylation (Fig. 1). On TET catalysis, m5C is hydroxylated into 5-hydroxymethyl cytosine (5hmC) followed by further oxidisation into 5-formylcytosine and 5-carboxylcytosine. Thymine DNA glycosylase further converts m5C into cytosine through the base-excision repair pathway (Ref. Reference Smith and Meissner14).

Reader: DNA methylation-dependent binding protein

There are, so far, three kinds of DNA methylation-binding proteins reported, which are MBD (Methyl-CpG-Binding Domain), Kaiso and SRA (Set and Ring Finger-associated) families (Fig. 1). The MBD family is comprised of MeCP2, MBD1, MBD2, MBD3 and MBD4 in mammals, four of which, that is, MeCP2, MBD1, MBD2 and MBD4 bind a symmetrically methylated CpG motif (Refs Reference Saito and Ishikawa17, Reference Jorgensen18). Kaiso family members ZBTB4 and ZBTB38 transcriptionally suppress gene expression via binding methylated DNA through zinc finger proteins in vivo (Ref. Reference Filion19). The SRA family member Np95 protein recruits DNMT1 to hemi-methylated CpG loci for the maintenance of genomic methylation (Ref. Reference Rottach20).

RNA methylation

RNA methylation is a type of chemical modification that occurs in various types of RNAs such as messenger RNA (mRNA), transfer RNA (tRNA), ribosome RNA and small nuclear RNA. Over 150 types of RNA methylation have been discovered, including m6A, m5C, 1-methyladenosine, 5-hydroxymethylcytosine, with m6A and m5C being the most representative and intensively studied RNA methylation types. Below we will introduce the primary components required in RNA methylation and how they orchestrate to determine the RNA methylation process using m6A and m5C as the examples.

Writer: RNA methyltransferase

The m6A RNA methylation process, specifically present in eukaryotes and accounting for over 80% of all RNA methylation, is catalysed by the RNA methyltransferase complex using SAM as the methyl group donor. The core of the m6A methyltransferase complex is primarily composed of METTL3, METTL14 and WTAP (Fig. 2a). METTL3 is the first RNA methyltransferase being discovered that plays fundamental catalytic roles in m6A methylation. METTL14 could enhance the catalytic activity of METTL3 via forming heterodimers with METTL3 with the ratio of 1:1 (Refs Reference Wang, Doxtader and Nam21, Reference Wang22). WTAP could guide and localise the m6A methyltransferase complex on the nucleosome of mRNA targets to exert the catalytic functionalities (Ref. Reference Ping23). Besides the core components, the m6A methyltransferase complex also contains other proteins such as virus-like m6A methyltransferase associated that could recruit the core components to specific locations for methylation (Ref. Reference Yue24), and zinc finger CCCH-type containing 13 that could promote the nucleus localisation of the core complex (Ref. Reference Wen25).

Fig. 2. The primary types and mechanisms of RNA methylation. The most representative RNA methylations are m6A and m5C. (a) In m6A RNA methylation, m6A is catalysed by the METTL3/METTL14/WTAP methyltransferase complex (m6A writer) and removed by FTO and ALKBH5 (m6A eraser). In addition, YTHDC1, YTHDC2 and YTHDF1 to YTHDF3 are m6A methylation-dependent binding proteins (m6A reader) to enable functionalities such as regulating mRNA splicing, enhance translation and mediate mRNA degradation. (b) In m5C RNA methylation, m5C is methylated by NSUN family proteins and DNMT family members as represented by DNMT2 (m5C writer) with the demethylases (m5C eraser) being unclear. ALYREF is so far the only recognised m5C methylation-dependent binding protein (m5C reader) that functions in availing mRNA nucleus export.

The m5C methyltransferase complex is composed of NSUN and DNMT2 family proteins, which catalyses the transfer of the methyl group from the SAM donor to cytosines of the target RNAs (Ref. Reference Liu26). The NSUN family has nine members, where NSUN1, NSUN2, NSUN3, NSUN4, NSUN5 are known with catalytic activities on m5C demethylation (Fig. 2b). The catalytic role of NSUN2 is most clearly elucidated that depends on two cysteine sites, C321 and C271. Although C321 catalyses the methylation process of cytosines, C271 mediates the release of RNA after methylation (Ref. Reference Yang27). DNMT2 could catalyse the methylation of miRNA and C38 sites of tRNAs of aspartic acids (Ref. Reference Goll28).

Eraser: RNA demethylase

The RNA methylation process could be reversed by RNA demethylases. Typical m6A RNA demethylases include FTO and ALKBH5 which both belong to the ALKB protein family and take on the catalytic role in a Fe2+ and α-ketoglutaric acid-dependent manner (Ref. Reference Yue, Liu and He29). FTO is the first discovered RNA demethylase that demethylates m6A via an intermediate step that oxidises m6A to N6-hydroxymethyladenosine and N6-formyladenosine (Fig. 2a). Unlike FTO, ALKBH5 could directly demethylate m6A into adenine without generating intermediate products (Ref. Reference Zheng30). Relatively little has been reported on m5C demethylases (Fig. 2b).

Reader: RNA methylation-dependent binding protein

The m6A binding proteins bind m6A to help it exert biological functionalities. Proteins harbouring the YTH domain, a domain that is present in close to 200 different proteins and evolutionarily conserved across the eukaryotic species, are the primary m6A binding proteins which include YTHDC1 to YTHDC2 and YTHDF1 to YTHDF3 (Ref. Reference Theler31) (Fig. 2a). YTHDC1, a core member of the YTH family, is localised in the nucleus and could regulate mRNA splicing by selectively recruiting splicing factors to the target sites (Ref. Reference Xiao32). YTHDC2 contains multiple DNA helicase domains that can bind m6A sites to enhance its translation efficacy (Ref. Reference Hsu33). YTHDF1 could enhance the translation efficiency of mRNA via interacting with ribosome and transcription factors (Ref. Reference Tanabe34). YTHDF2 could accelerate the degradation of m6A modified transcripts (Ref. Reference Wang35). YTHDF3 could interact with YTHDF1 or YTHDF2 to enhance its ability in enhancing translation and mediating protein decay (Refs Reference Shi36, Reference Li37).

ALYREF is so far the only recognised m5C methylation-dependent binding protein (Fig. 2b). Silencing and over-expressing ALYREF could increase and decrease nucleus mRNA expression, respectively, which could not be achieved by modulating the expression of ALYREF that is deficient in m5C binding using fluorescence in situ hybridisation, implicating that ALYREF could help regulate the nucleus export process of mRNA through binding the m5C site of mRNA (Ref. Reference Yang27).

Protein methylation

Post-transcriptional modifications of the core histones (i.e. H2A, H2B, H3, H4) including methylation are considered as the ‘histone code’ that prime gene expression among other functionalities (Refs Reference Greer and Shi38Reference Esteller44). Histone methylation is the most intensively studied type of histone modifications that typically occurs in the arginine and lysine arginine residues of histone 3 (H3) and histone 4 (H4) (Ref. Reference Biggar and Li11). Arginine may be mono- or dimethylated on its side chain (Ref. Reference Bedford and Richard45), and the ε-amino group of lysine may be mono-, di- or trimethylated (Refs Reference Paik, Paik and Kim46Reference Smith and Denu48) (Fig. 3). Besides histones, protein methylation can also occur on non-histone proteins at arginine and lysine residuals, which has become a prevalent PTM and an important regulator of cellular signal transduction as mediated by, for example, MAPK, WNT, BMP, Hippo, JAK-STAT, p53 and NFkB signalling (Refs Reference Biggar and Li11, Reference Shi49Reference Huang and Berger51). There also exists some less frequent methylation at other amino acid residues such as serine (Ref. Reference Wu52).

Fig. 3. The primary types and mechanisms of protein methylation. Protein methylation can occur on both histone and non-histone proteins, and typically at arginine and lysine. (a) Arginine methylation is triggered by PRMT (Arg methylation writer). Some members of the JmjC family such as KDM3A, KDM4E, KDM5C (Arg methylation eraser) are known to catalyse arginine demethylation. The Tudor domain and PHD zinc finger domain recognise arginine methylation (Arg methylation reader) to play diverse roles in many cellular processes. (b) Lysine methylation is mediated by lysine methyltransferase, abbreviated as KMT (Lys methylation writer). JmjC family members and LSD1 are the primary demethylases unveiled for lysine demethylation. The ‘royal’ domain superfamily, comprised of Tudor, chromo, MBT and PWWP domains, and PHD zinc finger domain are lysine methylation readers.

Writer: protein methyltransferase

Arginine methylation is triggered by PRMT that catalyses the transfer of the methyl group from SAM to nitrogen atom (N) of the guanidine group of arginine (Ref. Reference Smith and Denu48). There are nine types of PRMT discovered in mammals that could be classified into three types. Type I PRMT is comprised of PRMT1, PRMT2, PRMT3, PRMT4, PRMT6 and PRMT8, which catalyse arginine into mono-methylarginine (MMA) and asymmetric dimethylarginine; type II PRMT includes PRMT5 and PRMT9 that catalyse arginine into MMA and symmetric dimethylarginine; and type III PRMT refers to PRMT7 that catalyses only the formation of MMA(Ref. Reference Blanc and Richard53) (Fig. 3a).

Lysine methylation is mediated by KMT that can trigger mono-, di- and triple-methylation of lysine (Ref. Reference Smith and Denu48) (Fig. 3b). Most KMTs contain the SET domain that is highly evolutionarily conserved. The SET domain forms the methylation complex with the aid of some structural subunits which are comprised of the pre-SET and post-SET domains. Both ends of the SET domain are fundamental to the maintenance of KMT activity, with the N terminal being the region for interactions and the C terminal being critical to the catalytic activity of KMTs (Ref. Reference Jørgensen54).

Eraser: protein demethylase

Not until 2004 when the first protein demethylase was discovered, protein methylation has been considered a non-reversible process ever since its first discovery (Ref. Reference Shi55). There are two classes of histone lysine demethylases, which are the amine oxidase-related enzymes as represented by LSD1 and the JmjC family of demethylases (Fig. 3b). LSD1 is the first discovered histone demethylase, which is a flavin adenine dinucleotide-dependent enzyme catalysing the reduction of the mono- and di-methylation of histone lysine. LSD1 is composed of three domains, that is, the Tower, SWIRM and amine oxidase domains. The Tower domain is located in the structural centre, the loss of which is associated with the lack of enzyme activity. The SWIRM domain is located in the N terminal and is a protein–protein interaction motif. The amine oxidase domain harbours the catalytic activity and is located in the C terminal. The JmjC family of demethylases are Fe2+ and α-ketoglutarate-dependent dioxygenase that catalyse the reduction of mono-, di- and triple methylation processes of histone lysine. The JmjC domain located in the N and C terminals of JmjD family members is the core component of the enzyme activity centre (Ref. Reference Strahl and Allis39). Among these lysine demethylases, only four are known to act on non-histone proteins, which are LSD1, KDM4A, KDM2A and PHF2 (Ref. Reference Zhang, Huang and Shi56).

The existence of arginine demethylases has once been controversial (Ref. Reference Yang and Bedford57). Yet it was demonstrated in the recent 5 years that certain lysine demethylases such as KDM3A, KDM4E and KDM5C are also erasers of methylated arginine (Ref. Reference Walport58) (Fig. 3a). Given the similar demethylation process of arginine with lysine, other JmjC family proteins may also play a demethylation role on methylated arginine (Ref. Reference Blanc and Richard53).

Reader: protein methylation-dependent binding protein

The ‘royal’ domain superfamily typically recognises arginine- or lysine-methylated regions and is comprised of Tudor, chromo, MBT and PWWP domains. Although the chromo, MBT and PWWP domains could specifically identify methylated lysine, the Tudor domain could recognise both lysine and arginine methylation (Ref. Reference Chen59) (Fig. 3). PHD zinc finger domain is another family of readers besides the ‘royal family’ that was identified in 1993. The PHD finger harbours the ‘Cys4HisCys3’ zinc finger motif and could bind multiple types of methylated residues in histone or non-histone proteins to play diverse roles in many cellular processes including transcriptional regulation and signal transduction (Ref. Reference Li and Li60).

Methylation cross-talk

With advances in the development of these detection approaches and the increasing number of methylation loci as well as their cellular functionalities, cross-talking among methylations of the same type or across different types or even with other types of PTM events was discovered, suggesting the complexity of methylation and the delicate nature of epigenetic regulation in orchestrating the complicated machinery of human life.

Cross-talk between methylation types

Interplays exist between DNA and histone methylations. Accumulating evidence has suggested that some de novo DNA methylation relies on pre-existing histone lysine methylation and vice versa. For instance, H3K9 methylation is critical in maintaining DNA methylation, and H3K9me3/me2 levels decrease at heterochromatic regions where DNA methylation is lost that typically occurs in cancer cells (Ref. Reference Espada61). It was also reported that the direct association of DNMTs with H3K9 methyltransferases might play an essential role in targeting de novo DNA methylation with the exact mechanism unclear (Ref. Reference Rose and Klose62). Similar roles have also been observed between H3K36 and de novo DNA methylation. The enrichments of H3K36 methylation and DNA methylation are positively correlated in gene bodies (Refs Reference Kolasinska-Zwierz63Reference Lorincz67), which seems to synergistically regulate the splicing machinery (Ref. Reference Brown, Stoilov and Xing68). This suggests that H3K36 methylation may help recruit DNMT3a/b to gene bodies for successful DNA methylation. Besides increasing DNA methylation, there are also facts suggesting that histone methylation may play the opposite roles. For example, H3K4me3 seems to be mutually exclusive with de novo DNA methylation (Ref. Reference Weber69), which may be because of the blockage of the interaction between H3K4 and DNMT3-associated protein DNMT3L (occurring through the ADD domain of DNMT3L) by H3K4 methylation (Ref. Reference Ooi70). The cross-talk between DNA and histone methylation also occurs in other histone sites such as H3K27me3 that has associations of both directions and H3K9me2 that is protective of DNA from demethylation. For instance, it was reported that H3K27me3 extensively overlapped with DNA methylation in somatic and cancer cells, but located in discrete regions generally devoid of DNA methylation in embryonic stem cells (Refs Reference Statham71, Reference Brinkman72). It was demonstrated that the maternal genome, following fertilisation, and certain paternal imprinted loci are protected from TET3-mediated hydroxylation (m5C to 5hmC) through binding PGC7 to H3K9me2 (Ref. Reference Nakamura73).

As histone methylation plays critical roles in gene transcription that is the endpoint of cellular signal transduction as mediated partially via non-histone protein methylation, there must exist a cross-talk between histone and non-histone methylations. Thereby, intensively efforts on how histone methylation is integrated with non-histone protein methylation in the regulation of cellular and nuclear processes such as DNA damage repair are needed. An example here is the interplay between NUMB and p53 that is modulated by methylation, where NUMB is an endocytic adaptor protein capable of binding p53 and thus preventing it from ubiquitylation by MDM2 (Ref. Reference Colaluca74). In normal condition, NUMB is methylated by SETD8 on Lys158 and Lys163 and thus loses the ability of binding p53, which leads to enhanced p53 decay (Ref. Reference Carlson and Gozani75). In response to DNA damage and H4K20 mono-methylation, SETD8 is ubiquitylated by CRL4 that results in NUMB demethylation, the formation of the NUMB-p53 complex, reduced p53 degradation and increased p53 activity (Ref. Reference Dhami76). Thus, the cross-talk between histone and non-histone protein methylations here dictates p53 activity and thus constitutes a checkpoint that determines cell fate during DDR.

Cross-talk with other PTMs

Cross-talk of protein methylation can be found with methylation residues (Ref. Reference Migliori77). One typical example is p53, which could be methylated at multiple arginine sites (Are 333, Arg 335, Arg 337) by PRMT5 and at multiple lysine sites (Lys 370, Lys 372, Lys 373, Lys 382). P53 mono- and di-methylation at Lys 370 by SMYD2 repress and enhance its transcription, respectively (Refs Reference Roy78Reference Chuikov80), and both mono- and di-methylation of Lys 370 are inhibited by the di-methylation of the neighbouring Lys 372 by SETD7 (Ref. Reference Huang79). Thus, p53 expression and functionalities are orchestrated by the dynamic methylation of these two nearby residues, Lys 370 and Lys 372 (Ref. Reference Huang79).

Cross-talk of methylation occurs not only between neighbouring methylation sites but also occur with other PTMs such as phosphorylation (Ref. Reference Sabbattini81). For instance, arginine methylation could increase the stability and activity of FOXO1 by inhibiting its phosphorylation. Specifically, FOXO1 phosphorylation on Ser253 by AKT leads to its cytoplasmic retention, ubiquitylation and subsequent degradation, whereas FOXO1 methylation at residues Arg248 and Arg250 by PRMT1 blocks AKT-dependent phosphorylation (Ref. Reference Yamagata82). Direct interaction with neighbouring phosphorylation sites is called the ‘methylation–phosphorylation switch’ (Ref. Reference Sabbattini81). One example is the switch in DNMT between its methylation at lysine 142 by SETD8 and its phosphorylation at serine 143 by AKT (Ref. Reference Esteve83), which are mutually exclusive and collectively orchestrate the activation status of DNMT (i.e. phosphorylated DNMT is active, methylated DNMT is inactive) (Ref. Reference Esteve83). Similar switches also exist in other proteins such as the cell cycle regulator RB (Ref. Reference Carr84) and the transcription factor NFkB (Ref. Reference Duran, Diaz-Meco and Moscat85).

Cross-use of methylation enzymes

Though the mechanisms differ, methylation at different levels may share the same enzymes in different organisms. For instance, the SPOUT family of RNA methyltransferases has been found to methylate arginine in yeast (Ref. Reference Young86).

Clinical relevance of methylation in cancers

DNA methylation and cancer

In 1948, Rollin Hotchkiss separated an unknown material, the absorption characteristics resemble those of cytosine using paper chromatography (Ref. Reference Hotchkiss87), and Gerard Wyatt confirmed its identity as m5C in the 1950s (Refs Reference Wyatt88, Reference Wyatt89). In 1975, Holliday and Pugh provided the first evidence on the regulatory role of DNA methylation in gene expression (Ref. Reference Holliday and Pugh90), opening the avenue of exploring the disease association of DNA methylation.

CpG island DNA methylation is rare in normal cells and increases with age (Ref. Reference Ahuja91). It plays critical roles in X-chromosome inactivation (Ref. Reference Panning and Jaenisch92), imprinting (Ref. Reference Hanna and Kelsey93) and cancers (Ref. Reference Liu94). Accumulating evidence has suggested the existence of CpG island promoter hypermethylation of tumour suppressor genes such as BRCA1 and FOXO3a in breast cancer (Refs Reference Liu94, Reference Dobrovic and Simpfendorfer95), SET9 in cervical cancer (Ref. Reference Jiao96), pRB in familial cases of unilateral retinoblastoma (Ref. Reference Stirzaker97), VHL in renal carcinoma (Ref. Reference Herman98), p16INK4a in melanoma (Ref. Reference Ruas and Peters99), p15INK4b in hematologic malignancies (Ref. Reference Herman100), hMLH1 and APC in sporadic colorectal cancers (Refs Reference Hiltunen101, Reference Herman102). DNA methylation could also occur on oncogenes. It was reported that the promoter region of the oncogene KIT was methylated in over 43/110 melanoma cell lines, 3/12 primary and 11/29 metastatic cutaneous melanomas; however, the mechanism underlying the tumour suppressive role of this methylation event remains unclear (Ref. Reference Dahl103). In addition, the oncogene MUC1 is frequently over-expressed in malignant tissues, the expression of which is enhanced and thus promotes cancer stemness as a result of DNMT1-mediated methylation (Ref. Reference Xu104). These associations may convey profound clinical implications. For instance, hyper-methylated SETP9 exhibited a high sensitivity and specificity in cervical cancer diagnosis (Ref. Reference Jiao96), and the critical role of the DNMT1/FOXO3a/FOXM1/SOX2 pathway in regulating breast cancer stemness has been suggested as a potential therapeutic target for breast cancer treatment (Ref. Reference Liu94). Several studies also revealed the potential direct regulatory functionality of DNA methylation on tumourigenesis. For instance, treating colon cells containing a hypermethylated hMLH1 gene with the DNMT1 inhibitor 5-aza-2′-deoxycytidine restored hMLH1 expression, a mismatch repair (MMR) gene, and MMR activity, suggesting the driving role of hMLH1 CpG island hypermethylation in the observed microsatellite instability that is caused by MMR deficiency in sporadic colorectal carcinomas (Ref. Reference Herman102). It was also reported that the tumourigenesis of some cancers is caused by the hypermethylation of one copy of a tumour suppressor gene whereas the other copy is naturally mutated or lost, supporting the role of DNA hypermethylation in driving tumourigenesis (Ref. Reference Myohanen, Baylin and Herman105).

RNA methylation and cancer

RNA methylation has an unprecedented impact on many critical cellular events such as tissue development, circadian rhythm regulation, DNA damage repair, as well as tumour initiation and progression through largely regulating RNA stability (Refs Reference Fustin106Reference Marro108). The functionalities of RNA methylation as represented by RNA methyltransferases are double-edged in tumour initiation and progression. RNA methylation typically reduces the expression of the downstream targets, rendering its roles highly dependent on the nature of the target genes. For instance, the m6A methyltransferase METTL3 is over-expressed in gastric, colon and liver cancers and promotes cancer cell proliferation via suppressing the tumour suppressor SOCS2 (Refs Reference Jiang109Reference Chen111). High level of METTL3 upregulates HBXIP expression that inhibits the tumour suppressor let-7g through m6A methylation, and the positive feedback loop HBXIP/let-7g/METTL3/HBXIP promotes cancer cell proliferation in breast tumours (Ref. Reference Cai112). The m5C methyltransferase NSUN2 is over-expressed in multiple types of tumours such as breast and colorectal malignancies (Ref. Reference Chellamuthu and Gray113). NSUN2 protein expression was found to be upregulated in 34% breast tumours through immunohistochemical analysis of tissue microarrays (Ref. Reference Frye114), and a pan-cancer analysis revealed a positive correlation of NSUN2 expression with its DNA copy number, as well as a positive association of NSUN2 over-expression with poor clinical outcome among breast cancer patients (Ref. Reference Manning115). Yet, how NSUN2 promotes breast cancer cell progression requires further studies. NSUN2 was reported to be over-expressed in colorectal cancers that plays pro-migratory functionalities via methylating the precursor pri-miR-125b2 to block its processing into miR-125b that silences the expression of oncogenes including GAB2 (Refs Reference Yuan116, Reference Yang117). On the other hand, RNA methylation could be tumour suppressive. For instance, METTL3 over-expression could significantly suppress the proliferation and migration of renal cell carcinoma via perturbating the epithelial-to-mesenchymal transition and PI3K-AKT-mTOR pathways, yet the downstream target was unidentified (Ref. Reference Li118). The m6A methylation and m5C methylation could create synergies in regulating tumour states. For example, NSUN2 triggered m5C methylation and METTL3/METTL14 catalysed m6A methylation could synergistically upregulate the expression of p21, an important tumour suppressor, in senescent cells on redox stimulation (Ref. Reference Li119).

Protein methylation and cancer

In 1959, a decade or so later after DNA methylation was discovered, Richard P. Ambler found ε-N-methyl-lysine from hydrochloric acid hydrolysates of the flagellin, which is the first discovery of protein methylation in living cells (Ref. Reference Ambler and Rees120). Later, Kim and Paik demonstrated that methylated lysine could not be conjugated to tRNAs, suggesting that histone methylation is a post-translational event (Ref. Reference Kim and Paik121). This had substantially advanced our understanding on the role of protein methylation in many diseases including cancers.

Lysine methylation could either activate or repress gene expression, depending on the location and degree of methylation (Refs Reference Greer and Shi38, Reference Zhou, Goren and Bernstein41Reference Esteller44, Reference Paik, Paik and Kim46). For instance, histone H3K9, H3K27 or H4K20 methylation typically suppresses gene expression, whereas genes marked with H3K4 and H3K36 methylation are, in general, activated (Ref. Reference Barski42). Take pancreatic cancer as an example, as EZH2 could suppress the expression of miR-139-5p via upregulating H3K27me3, decreased level of EZH2 could induce miRNA-139-5p expression and thus halt pancreatic cancer development (Ref. Reference Ma122). H3K27me3 immunohistochemistry was also suggested to be a useful adjunct in meningioma diagnosis, especially for patients with WHO grade II histology or between WHO grades I and II (Ref. Reference Katz123). In addition, the over-expression of G9a (a methyltransferase of H3K27 methylation) increases both H3K9 and H3K27 methylation that leads to reduced E-cadherin expression and triggers epithelial–mesenchymal transition in PANC-1 pancreatic cancer cells (Ref. Reference Pan124). On the other hand, H3K4me3 is enriched in the cd274 promoter that activates PD-L1 transcription in pancreatic cancer cells (Ref. Reference Lu125).

Approximately 90% arginine methylation is methylated by PRMT1 that catalyses both histone and non-histone proteins. For instance, PRMT1 could catalyse histone H4K3 asymmetric dimethylation and activate the expression of downstream genes including those involved in the Wnt/β-catenin and Notch signalling, and thus promote cancer initiation and progression such as that in oesophageal squamous cell carcinoma (Ref. Reference Zhao126). On the other hand, PRMT1 could promote the expression of Gli1 and thus contribute to the progression of pancreatic cancers by methylating Gli1 at Arg597 (Ref. Reference Wang127); in addition, PRMT1 could also methylate Arg378 of Axin to inhibit its degradation, a negative regulator of Wnt/β-catenin pathway, and thus suppress cancer progression (Ref. Reference Cha128). It was recently reported that protein arginine methylation promotes therapeutic resistance in human pancreatic cancer. HSP70 methylation at the arginine residue R416 enhances its binding ability to BCL2, which leads to the stabilisation of BCL2 mRNA and consequently reduced cancer cell apoptosis and therapeutic resistance (Ref. Reference Xie, He and Xie129).

Future perspective

Methylation represents a set of reversible and complicated events under delicate control and plays fundamental roles in human life including cancer initiation and progression. Deregulation of enzymes catalysing these events are typically associated with various abnormalities, and epigenetic therapies specifically targeting certain epigenetically defined cohorts of patients may be clinically feasible. The earliest successful epigenetic therapy is 5-Azacytidine, which specifically suppresses DNA methylation, has been recommended as the first-line therapy for high-risk myelodysplastic syndrome treatment in clinics (Ref. Reference Diamantopoulos130), yet successful methylation therapies against cancers are lacking that urges us to devote intensive efforts in this research domain. Thus, intensive efforts are needed to explore more methyltransferases, demethylases, methylation-binding proteins as well as their working mechanisms to enhance our understandings on this epigenetic event for clinical translation. Methylation is advantageous in its reversibility that makes the associated therapeutics mild and more controllable on the side effects as compared with gene therapies, but is disadvantageous in the relatively slow efficacy that may take months to show any therapeutic effects. Relatively little advance had been made on cancer therapeutics utilising altered methylation profiles under pathological conditions except for INQOVI® (cedazuridine/decitabine) that is used for treating chronic myelomonocytic leukaemia and myelodysplastic syndromes. Therefore, strategies combining epigenetic therapies with other approaches for enhanced therapeutic efficacy are required, and may represent another important direction to follow.

Concluding remarks

DNA, RNA and protein methylation play fundamental and diverse roles in many cellular processes such as gene transcription, RNA splicing and decay, protein degradation and signal transduction, and were shown to be of critical value in various physiological and pathological events such as embryonic development, imprinting, circadian rhythm regulation, and the initiation and progression of malignancies. The close associations of various types of methylation and human diseases make them excellent candidates for cancer management such as early detection and therapeutic design. Besides, the universally existed and complicated cross-talks among methylation sites as well as their prominent roles in orchestrating many critical cellular processes also suggest the feasibility of methylation in serving as a therapeutic target or diagnostic maker in clinics. The reversibility nature of methylation makes it a potential mild yet effective approach for disease treatment which may require the joint use of other therapeutics to enhance its efficacy. The relatively early stage that methylation controls as compared with genetic alteration in complex diseases such as cancer makes methylation an ideal biomarker for early diagnosis or therapeutic efficacy monitoring (×Table 1). Despite the immense possibility that methylation may contribute to the clinical control of cancer, relatively little success has been made in clinics that require intensive efforts. Importantly, the use of epigenetic modulation including methylation at various levels in clinics for complex disease control including cancers is case-dependent as there is no universal rule on what efficacy could be achieved by methylation/demethylation at a particular locus in a certain disease and warrants special attention. This makes methylation a key member of the next generation of precision medicine.

Table 1. Clinical advances in using methylation as diagnostic markers for cancer early detection

qMSP: real-time methylation-specific PCR; MeFISH: methylation-specific fluorescence in situ hybridization.

All products listed are based on DNA methylation.

Author contributions

X. Dai designed this study and prepared the initial draft. Y. Zhang and N. Nan contributed to literature searching and helped in preparing the figures and supplementary materials. X. Dai and T. Ren provided financial support. All authors have read and approved the content of the manuscript.

Financial support

This study was funded by the National Natural Science Foundation of China (Grant No. 81972789), the National Science and Technology Major Project (Grant No. 2018ZX10302205-004-002), Technology Development Funding of Wuxi (Grant No. WX18IVJN017). These funding sources have no role in the writing of the manuscript or the decision to submit it for publication.

Conflict of interest

None.

Ethical standards

All authors agree with the content and are consent for its publication.

Footnotes

*

Both authors contributed equally.

References

Kachroo, P et al. (2021) DNA methylation perturbations may link altered development and aging in the lung. Aging (Albany NY) 13(2), 17421764.Google ScholarPubMed
He, PC and He, C (2021) M(6) A RNA methylation: from mechanisms to therapeutic potential. EMBO Journal 40, e105977.CrossRefGoogle ScholarPubMed
Zhao, S et al. (2021) Histone H3Q5 serotonylation stabilizes H3K4 methylation and potentiates its readout. Proceedings of the National Academy of Sciences of the USA 118(6), e2016742118.CrossRefGoogle ScholarPubMed
Di Blasi, R et al. (2021) Non-histone protein methylation: biological significance and bioengineering potential. ACS Chemical Biology 16(2), 238250.CrossRefGoogle ScholarPubMed
Bach, S et al. (2021) Detection of colorectal cancer in urine using DNA methylation analysis. Scientific Reports 11, 2363.CrossRefGoogle ScholarPubMed
Chong, W et al. (2021) M(6)A regulator-based methylation modification patterns characterized by distinct tumor microenvironment immune profiles in colon cancer. Theranostics 11, 22012217.CrossRefGoogle Scholar
Bae, HJ et al. (2021) P16 methylation is a potential predictive marker for abemaciclib sensitivity in gastric cancer. Biochemical Pharmacology 183, 114320.CrossRefGoogle ScholarPubMed
Robertson, KD and Jones, PA (2000) DNA Methylation: past, present and future directions. Carcinogenesis 21, 461467.CrossRefGoogle ScholarPubMed
Frye, M et al. (2018) RNA modifications modulate gene expression during development. Science (New York, N.Y.) 361, 13461349.CrossRefGoogle ScholarPubMed
Lanouette, S et al. (2014) The functional diversity of protein lysine methylation. Molecular Systems Biology 10, 724.CrossRefGoogle ScholarPubMed
Biggar, KK and Li, SS (2015) Non-histone protein methylation as a regulator of cellular signalling and function. Nature Reviews Molecular Cell Biology 16, 517.CrossRefGoogle ScholarPubMed
Chen, CC, Wang, KY and Shen, CK (2013) DNA 5-methylcytosine demethylation activities of the mammalian DNA methyltransferases. Journal of Biological Chemistry 288, 90849091.CrossRefGoogle ScholarPubMed
Deaton, AM and Bird, A (2011) Cpg islands and the regulation of transcription. Genes & Development 25, 10101022.CrossRefGoogle ScholarPubMed
Smith, ZD and Meissner, A (2013) DNA methylation: roles in mammalian development. Nature Reviews Genetics 14, 204220.CrossRefGoogle ScholarPubMed
Borgel, J et al. (2010) Targets and dynamics of promoter DNA methylation during early mouse development. Nature Genetics 42, 10931100.CrossRefGoogle ScholarPubMed
Jia, D et al. (2007) Structure of Dnmt3a bound to Dnmt3L suggests a model for de novo DNA methylation. Nature 449, 248251.CrossRefGoogle Scholar
Saito, M and Ishikawa, F (2002) The mCpG-binding domain of human MBD3 does not bind to mCpG but interacts with NuRD/Mi2 components HDAC1 and MTA2. Journal of Biological Chemistry 277, 3543435439.CrossRefGoogle Scholar
Jorgensen, HF et al. (2006) Engineering a high-affinity methyl-CpG-binding protein. Nucleic Acids Research 34(13), e96.CrossRefGoogle ScholarPubMed
Filion, GJP et al. (2006) A family of human zinc finger proteins that bind methylated DNA and repress transcription. Molecular and Cellular Biology 26, 169181.CrossRefGoogle ScholarPubMed
Rottach, A et al. (2010) The multi-domain protein Np95 connects DNA methylation and histone modification. Nucleic Acids Research 38, 17961804.CrossRefGoogle ScholarPubMed
Wang, P, Doxtader, KA and Nam, Y (2016) Structural basis for cooperative function of Mettl3 and Mettl14 methyltransferases. Molecular Cell 63, 306317.CrossRefGoogle ScholarPubMed
Wang, X et al. (2016) Structural basis of N(6)-adenosine methylation by the METTL3-METTL14 complex. Nature 534, 575578.CrossRefGoogle Scholar
Ping, XL et al. (2014) Mammalian WTAP is a regulatory subunit of the RNA N6-methyladenosine methyltransferase. Cell Research 24, 177189.CrossRefGoogle ScholarPubMed
Yue, Y et al. (2018) VIRMA mediates preferential m(6)A mRNA methylation in 3′UTR and near stop codon and associates with alternative polyadenylation. Cell Discovery 4, 10.CrossRefGoogle ScholarPubMed
Wen, J et al. (2018) Zc3h13 regulates nuclear RNA m(6)A methylation and mouse embryonic stem cell self-renewal. Molecular Cell 69, 10281038.e1026.CrossRefGoogle ScholarPubMed
Liu, RJ et al. (2017) Structural basis for substrate binding and catalytic mechanism of a human RNA:m5C methyltransferase NSun6. Nucleic Acids Research 45, 66846697.CrossRefGoogle ScholarPubMed
Yang, X et al. (2017) 5-methylcytosine promotes mRNA export – NSUN2 as the methyltransferase and ALYREF as an m(5)C reader. Cell Research 27, 606625.CrossRefGoogle Scholar
Goll, MG et al. (2006) Methylation of tRNAAsp by the DNA methyltransferase homolog Dnmt2. Science (New York, N.Y.) 311, 395398.CrossRefGoogle ScholarPubMed
Yue, Y, Liu, J and He, C (2015) RNA N6-methyladenosine methylation in post-transcriptional gene expression regulation. Genes & Development 29, 13431355.CrossRefGoogle ScholarPubMed
Zheng, G et al. (2013) Sprouts of RNA epigenetics: the discovery of mammalian RNA demethylases. RNA Biology 10, 915918.CrossRefGoogle ScholarPubMed
Theler, D et al. (2014) Solution structure of the YTH domain in complex with N6-methyladenosine RNA: a reader of methylated RNA. Nucleic Acids Research 42, 1391113919.CrossRefGoogle ScholarPubMed
Xiao, W et al. (2016) Nuclear m(6)A reader YTHDC1 regulates mRNA splicing. Molecular Cell 61, 507519.CrossRefGoogle ScholarPubMed
Hsu, PJ et al. (2017) Ythdc2 is an N(6)-methyladenosine binding protein that regulates mammalian spermatogenesis. Cell Research 27, 11151127.CrossRefGoogle Scholar
Tanabe, A et al. (2016) RNA helicase YTHDC2 promotes cancer metastasis via the enhancement of the efficiency by which HIF-1alpha mRNA is translated. Cancer Letters 376, 3442.CrossRefGoogle ScholarPubMed
Wang, X et al. (2014) N6-methyladenosine-dependent regulation of messenger RNA stability. Nature 505, 117120.CrossRefGoogle ScholarPubMed
Shi, H et al. (2017) YTHDF3 facilitates translation and decay of N(6)-methyladenosine-modified RNA. Cell Research 27, 315328.CrossRefGoogle Scholar
Li, A et al. (2017) Cytoplasmic m(6)A reader YTHDF3 promotes mRNA translation. Cell Research 27, 444447.CrossRefGoogle Scholar
Greer, EL and Shi, Y (2012) Histone methylation: a dynamic mark in health, disease and inheritance. Nature Reviews Genetics 13, 343357.CrossRefGoogle ScholarPubMed
Strahl, BD and Allis, CD (2000) The language of covalent histone modifications. Nature 403, 4145.CrossRefGoogle ScholarPubMed
Berger, SL (2007) The complex language of chromatin regulation during transcription. Nature 447, 407412.CrossRefGoogle ScholarPubMed
Zhou, VW, Goren, A and Bernstein, BE (2011) Charting histone modifications and the functional organization of mammalian genomes. Nature Reviews Genetics 12, 718.CrossRefGoogle ScholarPubMed
Barski, A et al. (2007) High-resolution profiling of histone methylations in the human genome. Cell 129, 823837.CrossRefGoogle ScholarPubMed
Cao, R et al. (2002) Role of histone H3 lysine 27 methylation in Polycomb-group silencing. Science (New York, N.Y.) 298, 10391043.CrossRefGoogle ScholarPubMed
Esteller, M (2007) Cancer epigenomics: DNA methylomes and histone-modification maps. Nature Reviews Genetics 8, 286298.CrossRefGoogle ScholarPubMed
Bedford, MT and Richard, S (2005) Arginine methylation an emerging regulator of protein function. Molecular Cell 18, 263272.CrossRefGoogle ScholarPubMed
Paik, WK, Paik, DC and Kim, S (2007) Historical review: the field of protein methylation. Trends in Biochemical Sciences 32, 146152.CrossRefGoogle ScholarPubMed
Lake, AN and Bedford, MT (2007) Protein methylation and DNA repair. Mutation Research 618, 91101.CrossRefGoogle ScholarPubMed
Smith, BC and Denu, JM (2009) Chemical mechanisms of histone lysine and arginine modifications. Biochimica et Biophysica Acta 1789, 4557.CrossRefGoogle ScholarPubMed
Shi, X et al. (2007) Modulation of p53 function by SET8-mediated methylation at lysine 382. Molecular Cell 27, 636646.CrossRefGoogle ScholarPubMed
Levy, D et al. (2011) Lysine methylation of the NF-kappaB subunit RelA by SETD6 couples activity of the histone methyltransferase GLP at chromatin to tonic repression of NF-kappaB signaling. Nature Immunology 12, 2936.CrossRefGoogle ScholarPubMed
Huang, J and Berger, SL (2008) The emerging field of dynamic lysine methylation of non-histone proteins. Current Opinion in Genetics & Development 18, 152158.CrossRefGoogle ScholarPubMed
Wu, Q et al. (2017) YAP/TAZ-mediated activation of serine metabolism and methylation regulation is critical for LKB1-deficient breast cancer progression. Bioscience Reports 37(5), BSR20171072.CrossRefGoogle ScholarPubMed
Blanc, RS and Richard, S (2017) Arginine methylation: the coming of age. Molecular Cell 65, 824.CrossRefGoogle ScholarPubMed
Jørgensen, S et al. (2011) SET8 is degraded via PCNA-coupled CRL4(CDT2) ubiquitylation in S phase and after UV irradiation. Journal of Cell Biology 192, 4354.CrossRefGoogle Scholar
Shi, Y et al. (2004) Histone demethylation mediated by the nuclear amine oxidase homolog LSD1. Cell 119, 941953.CrossRefGoogle ScholarPubMed
Zhang, X, Huang, Y and Shi, X (2015) Emerging roles of lysine methylation on non-histone proteins. Cellular and Molecular Life Sciences 72, 42574272.CrossRefGoogle ScholarPubMed
Yang, Y and Bedford, MT (2013) Protein arginine methyltransferases and cancer. Nature Reviews Cancer 13, 3750.CrossRefGoogle ScholarPubMed
Walport, LJ et al. (2016) Arginine demethylation is catalysed by a subset of JmjC histone lysine demethylases. Nature Communications 7, 11974.CrossRefGoogle ScholarPubMed
Chen, C et al. (2011) Deciphering arginine methylation: Tudor tells the tale. Nature Reviews Molecular Cell Biology 12, 629642.CrossRefGoogle ScholarPubMed
Li, YY and Li, HT (2012) Many keys to push: diversifying the ‘readership’ of plant homeodomain fingers. Acta Biochimica et Biophysica Sinica 44, 2839.CrossRefGoogle ScholarPubMed
Espada, J et al. (2004) Human DNA methyltransferase 1 is required for maintenance of the histone H3 modification pattern. Journal of Biological Chemistry 279, 3717537184.CrossRefGoogle ScholarPubMed
Rose, NR and Klose, RJ (2014) Understanding the relationship between DNA methylation and histone lysine methylation. Biochimica et Biophysica Acta 1839, 13621372.CrossRefGoogle ScholarPubMed
Kolasinska-Zwierz, P et al. (2009) Differential chromatin marking of introns and expressed exons by H3K36me3. Nature Genetics 41, 376381.CrossRefGoogle ScholarPubMed
Spies, N et al. (2009) Biased chromatin signatures around polyadenylation sites and exons. Molecular Cell 36, 245254.CrossRefGoogle ScholarPubMed
Andersson, R et al. (2009) Nucleosomes are well positioned in exons and carry characteristic histone modifications. Genome Research 19, 17321741.CrossRefGoogle ScholarPubMed
Huff, JT et al. (2010) Reciprocal intronic and exonic histone modification regions in humans. Nature Structural & Molecular Biology 17, 14951499.CrossRefGoogle ScholarPubMed
Lorincz, MC et al. (2004) Intragenic DNA methylation alters chromatin structure and elongation efficiency in mammalian cells. Nature Structural & Molecular Biology 11, 10681075.CrossRefGoogle ScholarPubMed
Brown, SJ, Stoilov, P and Xing, Y (2012) Chromatin and epigenetic regulation of pre-mRNA processing. Human Molecular Genetics 21, R90R96.CrossRefGoogle ScholarPubMed
Weber, M et al. (2007) Distribution, silencing potential and evolutionary impact of promoter DNA methylation in the human genome. Nature Genetics 39, 457466.CrossRefGoogle ScholarPubMed
Ooi, SK et al. (2007) DNMT3L connects unmethylated lysine 4 of histone H3 to de novo methylation of DNA. Nature 448, 714717.CrossRefGoogle ScholarPubMed
Statham, AL et al. (2012) Bisulfite sequencing of chromatin immunoprecipitated DNA (BisChIP-seq) directly informs methylation status of histone-modified DNA. Genome Research 22, 11201127.CrossRefGoogle ScholarPubMed
Brinkman, AB et al. (2012) Sequential ChIP-bisulfite sequencing enables direct genome-scale investigation of chromatin and DNA methylation cross-talk. Genome Research 22, 11281138.CrossRefGoogle ScholarPubMed
Nakamura, T et al. (2012) PGC7 binds histone H3K9me2 to protect against conversion of 5mC to 5hmC in early embryos. Nature 486, 415419.CrossRefGoogle ScholarPubMed
Colaluca, IN et al. (2008) NUMB controls p53 tumour suppressor activity. Nature 451, 7680.CrossRefGoogle ScholarPubMed
Carlson, SM and Gozani, O (2014) Emerging technologies to map the protein methylome. Journal of Molecular Biology 426, 33503362.CrossRefGoogle ScholarPubMed
Dhami, GK et al. (2013) Dynamic methylation of Numb by Set8 regulates its binding to p53 and apoptosis. Molecular Cell 50, 565576.CrossRefGoogle ScholarPubMed
Migliori, V et al. (2010) Arginine/lysine-methyl/methyl switches: biochemical role of histone arginine methylation in transcriptional regulation. Epigenomics 2, 119137.CrossRefGoogle ScholarPubMed
Roy, S et al. (2010) Structural insight into p53 recognition by the 53BP1 tandem Tudor domain. Journal of Molecular Biology 398, 489496.CrossRefGoogle ScholarPubMed
Huang, J et al. (2006) Repression of p53 activity by Smyd2-mediated methylation. Nature 444, 629632.CrossRefGoogle ScholarPubMed
Chuikov, S et al. (2004) Regulation of p53 activity through lysine methylation. Nature 432, 353360.CrossRefGoogle ScholarPubMed
Sabbattini, P et al. (2014) An H3K9/S10 methyl-phospho switch modulates Polycomb and Pol II binding at repressed genes during differentiation. Molecular Biology of the Cell 25, 904915.CrossRefGoogle ScholarPubMed
Yamagata, K et al. (2008) Arginine methylation of FOXO transcription factors inhibits their phosphorylation by Akt. Molecular Cell 32, 221231.CrossRefGoogle ScholarPubMed
Esteve, PO et al. (2011) A methylation and phosphorylation switch between an adjacent lysine and serine determines human DNMT1 stability. Nature Structural & Molecular Biology 18, 4248.CrossRefGoogle ScholarPubMed
Carr, SM et al. (2011) Interplay between lysine methylation and Cdk phosphorylation in growth control by the retinoblastoma protein. EMBO Journal 30, 317327.CrossRefGoogle ScholarPubMed
Duran, A, Diaz-Meco, MT and Moscat, J (2003) Essential role of RelA Ser311 phosphorylation by zetaPKC in NF-kappaB transcriptional activation. EMBO Journal 22, 39103918.CrossRefGoogle ScholarPubMed
Young, BD et al. (2012) Identification of methylated proteins in the yeast small ribosomal subunit: a role for SPOUT methyltransferases in protein arginine methylation. Biochemistry 51, 50915104.CrossRefGoogle ScholarPubMed
Hotchkiss, RD (1948) The quantitative separation of purines, pyrimidines, and nucleosides by paper chromatography. Journal of Biological Chemistry 175, 315332.CrossRefGoogle ScholarPubMed
Wyatt, GR (1950) Occurrence of 5-methylcytosine in nucleic acids. Nature 166, 237238.CrossRefGoogle ScholarPubMed
Wyatt, GR (1951) Recognition and estimation of 5-methylcytosine in nucleic acids. Biochemical Journal 48, 581584.CrossRefGoogle ScholarPubMed
Holliday, R and Pugh, JE (1975) DNA modification mechanisms and gene activity during development. Science (New York, N.Y.) 187, 226232.CrossRefGoogle ScholarPubMed
Ahuja, N et al. (1998) Aging and DNA methylation in colorectal mucosa and cancer. Cancer Research 58, 54895494.Google ScholarPubMed
Panning, B and Jaenisch, R (1998) RNA and the epigenetic regulation of X chromosome inactivation. Cell 93, 305308.CrossRefGoogle ScholarPubMed
Hanna, CW and Kelsey, G (2017) Genomic imprinting beyond DNA methylation: a role for maternal histones. Genome Biology 18, 177.CrossRefGoogle ScholarPubMed
Liu, H et al. (2020) Downregulation of FOXO3a by DNMT1 promotes breast cancer stem cell properties and tumorigenesis. Cell Death & Differentiation 27, 966983.CrossRefGoogle ScholarPubMed
Dobrovic, A and Simpfendorfer, D (1997) Methylation of the BRCA1 gene in sporadic breast cancer. Cancer Research 57, 33473350.Google ScholarPubMed
Jiao, X et al. (2019) Promoter methylation of SEPT9 as a potential biomarker for early detection of cervical cancer and its overexpression predicts radioresistance. Clinical Epigenetics 11, 120.CrossRefGoogle ScholarPubMed
Stirzaker, C et al. (1997) Extensive DNA methylation spanning the Rb promoter in retinoblastoma tumors. Cancer Research 57, 22292237.Google ScholarPubMed
Herman, JG et al. (1994) Silencing of the VHL tumor-suppressor gene by DNA methylation in renal carcinoma. Proceedings of the National Academy of Sciences of the USA 91, 97009704.CrossRefGoogle ScholarPubMed
Ruas, M and Peters, G (1998) The p16INK4a/CDKN2A tumor suppressor and its relatives. Biochimica et Biophysica Acta 1378, F115F177.Google ScholarPubMed
Herman, JG et al. (1996) Hypermethylation-associated inactivation indicates a tumor suppressor role for p15INK4B. Cancer Research 56, 722727.Google ScholarPubMed
Hiltunen, MO et al. (1997) Hypermethylation of the APC (adenomatous polyposis coli) gene promoter region in human colorectal carcinoma. International Journal of Cancer 70, 644648.3.0.CO;2-V>CrossRefGoogle ScholarPubMed
Herman, JG et al. (1998) Incidence and functional consequences of hMLH1 promoter hypermethylation in colorectal carcinoma. Proceedings of the National Academy of Sciences of the USA 95, 68706875.CrossRefGoogle ScholarPubMed
Dahl, C et al. (2015) KIT is a frequent target for epigenetic silencing in cutaneous melanoma. Journal of Investigative Dermatology 135, 516524.CrossRefGoogle ScholarPubMed
Xu, S et al. (2018) STON2 negatively modulates stem-like properties in ovarian cancer cells via DNMT1/MUC1 pathway. Journal of Experimental & Clinical Cancer Research: CR 37, 305.CrossRefGoogle ScholarPubMed
Myohanen, SK, Baylin, SB and Herman, JG (1998) Hypermethylation can selectively silence individual p16ink4A alleles in neoplasia. Cancer Research 58, 591593.Google ScholarPubMed
Fustin, JM et al. (2013) RNA-methylation-dependent RNA processing controls the speed of the circadian clock. Cell 155, 793806.CrossRefGoogle ScholarPubMed
Chen, H et al. (2020) M(5)C modification of mRNA serves a DNA damage code to promote homologous recombination. Nature Communications 11, 2834.CrossRefGoogle Scholar
Marro, BS et al. (2019) Discovery of small molecules for the reversal of T cell exhaustion. Cell Reports 29, 32933302.e3293.CrossRefGoogle ScholarPubMed
Jiang, L et al. (2020) Knockdown of m6A methyltransferase METTL3 in gastric cancer cells results in suppression of cell proliferation. Oncology Letters 20, 21912198.CrossRefGoogle ScholarPubMed
Xu, J et al. (2020) M6a methyltransferase METTL3 maintains colon cancer tumorigenicity by suppressing SOCS2 to promote cell proliferation. Oncology Reports 44, 973986.CrossRefGoogle ScholarPubMed
Chen, M et al. (2018) RNA N6-methyladenosine methyltransferase-like 3 promotes liver cancer progression through YTHDF2-dependent posttranscriptional silencing of SOCS2. Hepatology 67, 22542270.CrossRefGoogle ScholarPubMed
Cai, X et al. (2018) HBXIP-elevated methyltransferase METTL3 promotes the progression of breast cancer via inhibiting tumor suppressor let-7g. Cancer Letters 415, 1119.CrossRefGoogle ScholarPubMed
Chellamuthu, A and Gray, SG (2020) The RNA methyltransferase NSUN2 and its potential roles in cancer. Cells 9(8), 1758.CrossRefGoogle ScholarPubMed
Frye, M et al. (2010) Genomic gain of 5p15 leads to over-expression of Misu (NSUN2) in breast cancer. Cancer Letters 289, 7180.CrossRefGoogle ScholarPubMed
Manning, M et al. (2020) Pan-cancer analysis of RNA methyltransferases identifies FTSJ3 as a potential regulator of breast cancer progression. RNA Biology 17, 474486.CrossRefGoogle ScholarPubMed
Yuan, S et al. (2014) Methylation by NSun2 represses the levels and function of microRNA 125b. Molecular and Cellular Biology 34, 36303641.CrossRefGoogle ScholarPubMed
Yang, L et al. (2015) Proteinase-activated receptor 2 promotes cancer cell migration through RNA methylation-mediated repression of miR-125b. Journal of Biological Chemistry 290, 2662726637.CrossRefGoogle ScholarPubMed
Li, X et al. (2017) The M6A methyltransferase METTL3: acting as a tumor suppressor in renal cell carcinoma. Oncotarget 8, 9610396116.CrossRefGoogle ScholarPubMed
Li, Q et al. (2017) NSUN2-mediated M5c methylation and METTL3/METTL14-mediated m6A methylation cooperatively enhance p21 translation. Journal of Cellular Biochemistry 118, 25872598.CrossRefGoogle ScholarPubMed
Ambler, RP and Rees, MW (1959) Epsilon-N-methyl-lysine in bacterial flagellar protein. Nature 184, 5657.CrossRefGoogle ScholarPubMed
Kim, S and Paik, WK (1965) Studies on the origin of epsilon-N-methyl-L-lysine in protein. Journal of Biological Chemistry 240, 46294634.CrossRefGoogle ScholarPubMed
Ma, J et al. (2018) EZH2-Mediated microRNA-139-5p regulates epithelial-mesenchymal transition and lymph node metastasis of pancreatic cancer. Molecules and Cells 41, 868880.Google ScholarPubMed
Katz, LM et al. (2018) Loss of histone H3K27me3 identifies a subset of meningiomas with increased risk of recurrence. Acta Neuropathologica 135, 955963.CrossRefGoogle ScholarPubMed
Pan, MR et al. (2015) G9a orchestrates PCL3 and KDM7A to promote histone H3K27 methylation. Scientific Reports 5, 18709.CrossRefGoogle ScholarPubMed
Lu, C et al. (2017) The MLL1-H3K4me3 axis-mediated PD-L1 expression and pancreatic cancer immune evasion. Journal of the National Cancer Institute 109(6), djw283.CrossRefGoogle ScholarPubMed
Zhao, Y et al. (2019) PRMT1 regulates the tumour-initiating properties of esophageal squamous cell carcinoma through histone H4 arginine methylation coupled with transcriptional activation. Cell Death & Disease 10, 359.CrossRefGoogle ScholarPubMed
Wang, Y et al. (2016) Oncogenic functions of Gli1 in pancreatic adenocarcinoma are supported by its PRMT1-mediated methylation. Cancer Research 76, 70497058.CrossRefGoogle ScholarPubMed
Cha, B et al. (2011) Methylation by protein arginine methyltransferase 1 increases stability of Axin, a negative regulator of Wnt signaling. Oncogene 30, 23792389.CrossRefGoogle ScholarPubMed
Xie, VK, He, J and Xie, K (2020) Protein arginine methylation promotes therapeutic resistance in human pancreatic cancer. Cytokine & Growth Factor Reviews 55, 5869.CrossRefGoogle ScholarPubMed
Diamantopoulos, PT et al. (2020) Characteristics of long-term survival in patients with myelodysplastic syndrome treated with 5-azacytidine: results from the Hellenic 5-Azacytidine Registry. Clinical Lymphoma, Myeloma & Leukemia 20, 114121.CrossRefGoogle ScholarPubMed
Figure 0

Fig. 1. The primary type and mechanism of DNA methylation. DNA methylation typically occurs as 5mC, with DNMT1 being the key methyltransferase (writer) and the TET family proteins playing the primary demethylation (eraser) role. Three kinds of DNA methylation-binding proteins (reader) were reported, which are MBD (Methyl-CpG-Binding Domain), Kaiso and SRA (Set and Ring Finger-associated) families. Readers identify methylated DNA sites to enable the downstream effects including, for example, gene expression suppression and genomic methylation maintenance.

Figure 1

Fig. 2. The primary types and mechanisms of RNA methylation. The most representative RNA methylations are m6A and m5C. (a) In m6A RNA methylation, m6A is catalysed by the METTL3/METTL14/WTAP methyltransferase complex (m6A writer) and removed by FTO and ALKBH5 (m6A eraser). In addition, YTHDC1, YTHDC2 and YTHDF1 to YTHDF3 are m6A methylation-dependent binding proteins (m6A reader) to enable functionalities such as regulating mRNA splicing, enhance translation and mediate mRNA degradation. (b) In m5C RNA methylation, m5C is methylated by NSUN family proteins and DNMT family members as represented by DNMT2 (m5C writer) with the demethylases (m5C eraser) being unclear. ALYREF is so far the only recognised m5C methylation-dependent binding protein (m5C reader) that functions in availing mRNA nucleus export.

Figure 2

Fig. 3. The primary types and mechanisms of protein methylation. Protein methylation can occur on both histone and non-histone proteins, and typically at arginine and lysine. (a) Arginine methylation is triggered by PRMT (Arg methylation writer). Some members of the JmjC family such as KDM3A, KDM4E, KDM5C (Arg methylation eraser) are known to catalyse arginine demethylation. The Tudor domain and PHD zinc finger domain recognise arginine methylation (Arg methylation reader) to play diverse roles in many cellular processes. (b) Lysine methylation is mediated by lysine methyltransferase, abbreviated as KMT (Lys methylation writer). JmjC family members and LSD1 are the primary demethylases unveiled for lysine demethylation. The ‘royal’ domain superfamily, comprised of Tudor, chromo, MBT and PWWP domains, and PHD zinc finger domain are lysine methylation readers.

Figure 3

Table 1. Clinical advances in using methylation as diagnostic markers for cancer early detection