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Editorial

Non-CpG Methylation Revised

Department of Experimental Medicine, Sapienza University of Rome, Viale Regina Elena, 324-00161 Rome, Italy
Epigenomes 2018, 2(4), 22; https://doi.org/10.3390/epigenomes2040022
Submission received: 30 November 2018 / Accepted: 11 December 2018 / Published: 12 December 2018
(This article belongs to the Special Issue Epigenetics of the Nervous System)

Abstract

:
Textbook and scientific papers addressing DNA methylation usually still cite “DNA methylation occurs at CpG cytosines”. Methylation at cytosines outside the CpG nucleotide, the so-called “non-CpG methylation”, is usually considered a minor and not biologically relevant process. However, the technical improvements and additional studies in epigenetics have demonstrated that non-CpG methylation is present with frequency higher than previously thought and retains biological activity, potentially relevant to the understanding and the treatment of human diseases.

1. Introduction

Revising, and even rejecting, its own laws and dogmas is part of the honest and necessary process of scientific knowledge. This is the natural result of disciplines in which technical advances constantly challenge former theories as new findings are produced. In biology, one of the most typical examples of this process has been the revision of the “central dogma” [1] and of the unidirectionality of genetic information, which have been revised after the production of evidence of reverse transcription mechanisms. “Epigenetic science”, as part of the bio-medical science, is no exception and is therefore subject to continuous revision and adjustment. This is the case of the new perspective suggested by the increasing evidence that non-CpG methylation of DNA is a discrete event and retains its functional role [2,3,4,5].
Until the last decade, it was widely reported that the cytosines within the CpG dinucleotides were the primary, if not exclusive, site for DNA methylation in mammals. Although documented for many years, methylation of non-CpG sites (i.e., cytosines within the dinucleotides CpC, CpA, and CpT) was mostly found in plants and procaryotes, whereas in mammals, it was classified as transient or limited to specific cell types. The majority of the studies referred to non-CpG methylation occurring only in embryonic tissues, stem cells, and oocytes [6,7]. The first evidence of systematic non-CpG methylation highlighted the relatively low frequency of this modification, usually calculated to be around 15–25% of total methylation in embryonic stem cells (ESCs) and induced pluripotent SCs (IPSCs) and circumscribed to gene bodies [8,9]. Non-CpG methylation in gene bodies was also functionally associated with gene expression [10].
After the bisulfite assay [11] gained popularity and became the gold standard for the study of DNA methylation, and was combined with different revelation methods, the evidence that non-CpG methylation has become more widespread than previously thought and can no longer be ignored [12,13,14,15,16,17]. Since its very first application, the methylation assay based on bisulfite modification showed the potential to disclose the discrete presence of non-CpG methylation in mammal DNA [18].
One possible cause of the tardy recognition of the extent of non-CpG methylation extent has been suggested by studies performed in my laboratory. After having observed unexpected non-CpG methylation associated with gene expression regulation in mouse myoblasts [19], we hypothesized that other studies could have failed to observe it due to a technical issue in the bisulfite assay. We therefore demonstrated that non-CpG methylation underestimation was due to a technical bias due to the large use of software-designed primers in the polymerase chain reaction (PCR) step following the bisulfite modification of genomic DNA. These primers are usually designed with mutated bases at cytosines, assuming that non-CpG sites are not methylated (according to the former dogma of the DNA methylation). However, if discrete non-CpG methylation is present, the DNA is not modified by bisulfite and the target sequences cannot be recognized by the primers, resulting in selective amplification of DNA with low non-CpG methylation. Conversely, and according to the original technique, we proposed designing the primers considering the uncertainty of non-CpG methylation status, considering the presence of degenerated bases, in order to accomodate both methylated and non-methylated cytosines [20].
Due to technical advances and, in particular, unbiased epigenetic approaches, we can now state that non-CpG methylation occurs at higher frequencies than previously expected, ranging from 25% to 35% in mice and humans, particularly in adult mammalian somatic cells including the adult mammalian brain, skeletal muscle, and hematopoietic cells [2,21,22]. In parallel to this new awareness of the non-CpG methylation frequency in differentiated tissues and adult tissues in mammals, recent results increasingly highlight its functional role [23,24,25,26,27] as well as the identity of several genes that are functionally regulated by non-CpG methylation [28,29,30,31,32].
Due to technical advances and, in particular, unbiased epigenetic approaches, we can now state that non-CpG methylation occurs at higher frequencies than previously expected, ranging from 25% to 35% in mice and humans, particularly in adult mammalian somatic cells including the adult mammalian brain, skeletal muscle, and hematopoietic cells [2,21,22]. In parallel to this new awareness of the non-CpG methylation frequency in differentiated tissues and adult tissues in mammals, recent results increasingly highlight its functional role [23,24,25,26,27] as well as the identity of several genes that are functionally regulated by non-CpG methylation [28,29,30,31,32].
Non-CpG methylation seems to be functionally associated, in particular, with gene regulation in the brain and in the nervous system. Once established during embryonic neurogenesis, non-CpG methylation is conserved during adult life and can account for 53% of total 5-mC, representing the main form of neuronal DNA methylation [33]. Evidence of differential non-CpG methylation correlated to brain pathology and brain aging has been collected both through gene-specific and genome-wide analyses [4,5,34,35,36,37]. My laboratory further contributed to this field, taking advantage of the unbiased approach described above, showing that differential non-CpG methylation is associated with the modulated expression of specific genes in the brain of human patients with Alzheimer’s disease and Tuberous Sclerosis [38,39,40,41].
The data demonstrating that non-CpG methylation is not restricted to embryonic or pluripotent cells but is, on the contrary, widely present in adult tissue and particularly in tissues with low cell turnover such as the brain, are now abundant and consistent. The evidence that the epigenetic mark retains its functional role in gene expression modulation and that it is potentially associated to human diseases is continually increasing. Therefore, the time has come to revise the epigenetic dogma that DNA methylation occurs at CpG sites in mammals. The study of methylation at non-CpG sites could result in new perspectives for the challenge presented by the understanding and the treatment of several brain diseases.

Conflicts of Interest

The author declares no conflict of interest.

References

  1. Cooper, S. The central dogma of cell biology. Cell Biol. Int. Rep. 1981, 5, 539–549. [Google Scholar] [CrossRef]
  2. Guo, J.U.; Su, Y.; Shin, J.H.; Shin, J.; Li, H.; Xie, B.; Zhong, C.; Hu, S.; Le, T.; Fan, G.; et al. Distribution, recognition and regulation of non-CpG methylation in the adult mammalian brain. Nat. Neurosci. 2014, 17, 215–222. [Google Scholar] [CrossRef] [PubMed]
  3. Patil, V.; Ward, R.L.; Hesson, L.B. The evidence for functional non-CpG methylation in mammalian cells. Epigenetics 2014, 9, 823–828. [Google Scholar] [CrossRef] [Green Version]
  4. Pietrzak, M.; Rempala, G.A.; Nelson, P.T.; Hetman, M. Non-random distribution of methyl-CpG sites and non-CpG methylation in the human rDNA promoter identified by next generation bisulfite sequencing. Gene 2016, 585, 35–43. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Jang, H.S.; Shin, W.J.; Lee, J.E.; Do, J.T. CpG and Non-CpG Methylation in Epigenetic Gene Regulation and Brain Function. Genes 2017, 8, 148. [Google Scholar] [CrossRef]
  6. Ramsahoye, B.H.; Biniszkiewicz, D.; Lyko, F.; Clark, V.; Bird, A.P.; Jaenisch, R. Non-CpG methylation is prevalent in embryonic stem cells and may be mediated by DNA methyltransferase 3a. Proc. Natl. Acad. Sci. USA 2000, 97, 5237–5242. [Google Scholar] [CrossRef] [Green Version]
  7. Tomizawa, S.; Kobayashi, H.; Watanabe, T.; Andrews, S.; Hata, K.; Kelsey, G. Dynamic stage-specific changes in imprinted differentially methylated regions during early mammalian development and prevalence of non-CpG methylation in oocytes. Development 2011, 138, 811–820. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  8. Arand, J.; Spieler, D.; Karius, T.; Branco, M.R.; Meilinger, D.; Meissner, A.; Jenuwein, T.; Xu, G.; Leonhardt, H.; Wolf, V.; et al. In vivo control of CpG and non-CpG DNA methylation by DNA methyltransferases. PLoS Genet. 2012, 8, e1002750. [Google Scholar] [CrossRef]
  9. Ziller, M.J.; Müller, F.; Liao, J.; Zhang, Y.; Gu, H.; Bock, C.; Boyle, P.; Epstein, C.B.; Bernstein, B.E.; Lengauer, T.; et al. Genomic distribution and inter-sample variation of non-CpG methylation across human cell types. PLoS Genet. 2011, 7, e1002389. [Google Scholar] [CrossRef] [PubMed]
  10. Lister, R.; Pelizzola, M.; Dowen, R.H.; Hawkins, R.D.; Hon, G.; Tonti-Filippini, J.; Nery, J.R.; Lee, L.; Ye, Z.; Ngo, Q.M.; et al. Human DNA methylomes at base resolution show widespread epigenomic differences. Nature 2009, 462, 315–322. [Google Scholar] [CrossRef] [Green Version]
  11. Clark, S.J.; Harrison, J.; Paul, C.L.; Frommer, M. High sensitivity mapping of methylated cytosines. Nucleic Acids Res. 1994, 22, 2990–2997. [Google Scholar] [PubMed]
  12. Merkel, A.; Fernández-Callejo, M.; Casals, E.; Marco-Sola, S.; Schuyler, R.; Gut, I.G.; Heath, S.C. gemBS—High throughput processing for DNA methylation data from Bisulfite Sequencing. Bioinformatics 2018. [Google Scholar] [CrossRef] [PubMed]
  13. Catoni, M.; Tsang, J.M.; Greco, A.P.; Zabet, N.R. DMRcaller: A versatile R/Bioconductor package for detection and visualization of differentially methylated regions in CpG and non-CpG contexts. Nucleic Acids Res. 2018, 46, e114. [Google Scholar] [CrossRef]
  14. Wang, Z.Y.; Wang, L.J.; Zhang, Q.; Tang, B.; Zhang, C.Y. Single quantum dot-based nanosensor for sensitive detection of 5-methylcytosine at both CpG and non-CpG sites. Chem. Sci. 2017, 9, 1330–1338. [Google Scholar] [CrossRef]
  15. Jia, Z.; Shi, Y.; Zhang, L.; Ren, Y.; Wang, T.; Xing, L.; Zhang, B.; Gao, G.; Bu, R. DNA methylome profiling at single-base resolution through bisulfite sequencing of 5mC-immunoprecipitated DNA. BMC Biotechnol. 2018, 18, 7. [Google Scholar] [CrossRef] [PubMed]
  16. Rao, S.; Chen, Y.; Hong, T.; He, Z.; Guo, S.; Lai, H.; Guo, G.; Du, Y.; Zhou, X. Simultaneous and Sensitive Detection of Multisite 5-Methylcytosine Including Non-CpG Sites at Single-5mC-Resolution. Anal. Chem. 2016, 88, 10547–10551. [Google Scholar] [CrossRef]
  17. Varinli, H.; Statham, A.L.; Clark, S.J.; Molloy, P.L.; Ross, J.P. COBRA-Seq: Sensitive and Quantitative Methylome Profiling. Genes 2015, 6, 1140–1163. [Google Scholar] [CrossRef] [Green Version]
  18. Clark, S.J.; Harrison, J.; Frommer, M. CpNpG methylation in mammalian cells. Nat. Genet. 1995, 10, 202–207. [Google Scholar] [CrossRef]
  19. Fuso, A.; Ferraguti, G.; Grandoni, F.; Ruggeri, R.; Scarpa, S.; Strom, R.; Lucarelli, M. Early demethylation of non-CpG, CpC-rich, elements in the myogenin 5’-flanking region: a priming effect on the spreading of active demethylation. Cell Cycle 2010, 9, 3965–3976. [Google Scholar] [CrossRef]
  20. Fuso, A.; Ferraguti, G.; Scarpa, S.; Ferrer, I.; Lucarelli, M. Disclosing bias in bisulfite assay: MethPrimers underestimate high DNA methylation. PLoS ONE 2015, 10, e0118318. [Google Scholar] [CrossRef]
  21. Xie, W.; Barr, C.L.; Kim, A.; Yue, F.; Lee, A.Y.; Eubanks, J. Base-resolution analyses of sequence and parent-of-origin dependent DNA methylation in the mouse genome. Cell 2012, 148, 816–831. [Google Scholar] [CrossRef] [PubMed]
  22. Pinney, S.E. Mammalian Non-CpG Methylation: Stem Cells and Beyond. Biology 2014, 3, 739–751. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  23. Zhang, Y.; Li, F.; Feng, X.; Yang, H.; Zhu, A.; Pang, J.; Han, L.; Zhang, T.; Yao, X.; Wang, F. Genome-wide analysis of DNA Methylation profiles on sheep ovaries associated with prolificacy using whole-genome Bisulfite sequencing. BMC Genomics 2017, 18, 759. [Google Scholar] [CrossRef] [Green Version]
  24. Lee, J.H.; Park, S.J.; Nakai, K. Differential landscape of non-CpG methylation in embryonic stem cells and neurons caused by DNMT3s. Sci. Rep. 2017, 7, 11295. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  25. Zabet, N.R.; Catoni, M.; Prischi, F.; Paszkowski, J. Cytosine methylation at CpCpG sites triggers accumulation of non-CpG methylation in gene bodies. Nucleic Acids Res. 2017, 45, 3777–3784. [Google Scholar] [CrossRef]
  26. Hao, Y.; Cui, Y.; Gu, X. Genome-wide DNA methylation profiles changes associated with constant heat stress in pigs as measured by bisulfite sequencing. Sci. Rep. 2016, 6, 27507. [Google Scholar] [CrossRef] [Green Version]
  27. Kessler, N.J.; van Baak, T.E.; Baker, M.S.; Laritsky, E.; Coarfa, C.; Waterland, R.A. CpG methylation differences between neurons and glia are highly conserved from mouse to human. Hum. Mol. Genet. 2016, 25, 223–232. [Google Scholar] [CrossRef]
  28. Huang, N.; Pei, X.; Lin, W.; Chiu, J.F.; Tao, T.; Li, G. DNA methylation of a non-CpG island promoter represses NQO1 expression in rat arsenic-transformed lung epithelial cells. Acta Biochim. Biophys. Sin. 2018, 50, 733–739. [Google Scholar] [CrossRef]
  29. Koganti, P.P.; Wang, J.; Cleveland, B.; Yao, J. 17β-Estradiol Increases Non-CpG Methylation in Exon 1 of the Rainbow Trout (Oncorhynchus mykiss) MyoD Gene. Mar. Biotechnol. 2017, 19, 321–327. [Google Scholar] [CrossRef]
  30. Saikia, S.; Rehman, A.U.; Barooah, P.; Sarmah, P.; Bhattacharyya, M.; Deka, M.; Deka, M.; Goswami, B.; Husain, S.A.; Medhi, S. Alteration in the expression of MGMT and RUNX3 due to non-CpG promoter methylation and their correlation with different risk factors in esophageal cancer patients. Tumour Biol. 2017, 39. [Google Scholar] [CrossRef] [Green Version]
  31. Zhang, D.; Wu, B.; Wang, P.; Wang, Y.; Lu, P.; Nechiporuk, T.; Floss, T.; Greally, J.M.; Zheng, D.; Zhou, B. Non-CpG methylation by DNMT3B facilitates REST binding and gene silencing in developing mouse hearts. Nucleic Acids Res. 2017, 45, 3102–3115. [Google Scholar] [CrossRef] [PubMed]
  32. Olsson, M.; Beck, S.; Kogner, P.; Martinsson, T.; Carén, H. Genome-wide methylation profiling identifies novel methylated genes in neuroblastoma tumors. Epigenetics 2016, 11, 74–84. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Lister, R.; Mukamel, E.A.; Nery, J.R.; Urich, M.; Puddifoot, C.A.; Johnson, N.D.; Lucero, J.; Huang, Y.; Dwork, A.J.; Schultz, M.D.; et al. Global epigenomic reconfiguration during mammalian brain development. Science 2013, 341, 1237905. [Google Scholar] [CrossRef] [PubMed]
  34. Kinde, B.; Gabel, H.W.; Gilbert, C.S.; Griffith, E.C.; Greenberg, M.E. Reading the unique DNA methylation landscape of the brain: Non-CpG methylation, hydroxymethylation, and MeCP2. Proc. Natl. Acad. Sci. USA 2015, 112, 6800–6806. [Google Scholar] [CrossRef] [PubMed]
  35. Chen, L.; Chen, K.; Lavery, L.A.; Baker, S.A.; Shaw, C.A.; Li, W.; Zoghbi, H.Y. MeCP2 binds to non-CG methylated DNA as neurons mature, influencing transcription and the timing of onset for Rett syndrome. Proc. Natl. Acad. Sci. USA 2015, 112, 5509–5514. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  36. Barua, S.; Kuizon, S.; Brown, W.T.; Junaid, M.A. DNA Methylation Profiling at Single-Base Resolution Reveals Gestational Folic Acid Supplementation Influences the Epigenome of Mouse Offspring Cerebellum. Front. Neurosci. 2016, 10, 168. [Google Scholar] [CrossRef] [PubMed]
  37. Unnikrishnan, A.; Freeman, W.M.; Jackson, J.; Wren, J.D.; Porter, H.; Richardson, A. The role of DNA methylation in epigenetics of aging. Pharmacol. Ther. 2018. [Google Scholar] [CrossRef] [PubMed]
  38. Fuso, A.; Iyer, A.M.; van Scheppingen, J.; Maccarrone, M.; Scholl, T.; Hainfellner, J.A.; Feucht, M.; Jansen, F.E.; Spliet, W.G.; Krsek, P.; et al. Promoter-Specific Hypomethylation Correlates with IL-1β Overexpression in Tuberous Sclerosis Complex (TSC). J. Mol. Neurosci. 2016, 59, 464–470. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  39. Nicolia, V.; Cavallaro, R.A.; López-González, I.; Maccarrone, M.; Scarpa, S.; Ferrer, I.; Fuso, A. DNA Methylation Profiles of Selected Pro-Inflammatory Cytokines in Alzheimer Disease. J. Neuropathol. Exp. Neurol. 2017, 76, 27–31. [Google Scholar] [CrossRef] [PubMed]
  40. Dinicola, S.; Proietti, S.; Cucina, A.; Bizzarri, M.; Fuso, A. Alpha-Lipoic Acid Downregulates IL-1β and IL-6 by DNA Hypermethylation in SK-N-BE Neuroblastoma Cells. Antioxidants 2017, 6, 74. [Google Scholar] [CrossRef]
  41. Nicolia, V.; Ciraci, V.; Cavallaro, R.A.; Ferrer, I.; Scarpa, S.; Fuso, A. GSK3β 5’-flanking DNA Methylation and Expression in Alzheimer’s Disease Patients. Curr. Alzheimer Res. 2017, 14, 753–759. [Google Scholar] [CrossRef] [PubMed]

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Fuso, A. Non-CpG Methylation Revised. Epigenomes 2018, 2, 22. https://doi.org/10.3390/epigenomes2040022

AMA Style

Fuso A. Non-CpG Methylation Revised. Epigenomes. 2018; 2(4):22. https://doi.org/10.3390/epigenomes2040022

Chicago/Turabian Style

Fuso, Andrea. 2018. "Non-CpG Methylation Revised" Epigenomes 2, no. 4: 22. https://doi.org/10.3390/epigenomes2040022

APA Style

Fuso, A. (2018). Non-CpG Methylation Revised. Epigenomes, 2(4), 22. https://doi.org/10.3390/epigenomes2040022

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