Next Article in Journal
A Radiographic Technique for Assessment of Morphologic Variations of the Equine Caudal Cervical Spine
Previous Article in Journal
Preventing Dog Bites: It Is Not Only about the Dog
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Comparative Analysis of CpG Sites and Islands Distributed in Mitochondrial DNA of Model Organisms

1
Institute of Biological Bases of Animal Production, Faculty of Animal Sciences and Bioeconomy, University of Life Sciences in Lublin, Akademicka 13, 20-950 Lublin, Poland
2
Department of Animal Genomics and Molecular Biology, National Research Institute of Animal Production, Krakowska 1, 32-083 Balice, Poland
3
Department of Genomics and Biodiversity, Institute of Genetics and Animal Breeding, Polish Academy of Sciences, Postepu 36a Str., 05-552 Jastrzebiec, Poland
*
Author to whom correspondence should be addressed.
Animals 2020, 10(4), 665; https://doi.org/10.3390/ani10040665
Submission received: 27 February 2020 / Revised: 5 April 2020 / Accepted: 7 April 2020 / Published: 11 April 2020
(This article belongs to the Section Animal Genetics and Genomics)

Abstract

:

Simple Summary

In recent years, the existence of methylation of mammalian mitochondrial DNA (mtDNA) has been discussed. The current state of knowledge indicates that mtDNA is poorly methylated; in fact, it only accounts for 2–8% methylated sites and its pattern is unknown. The lack of comprehensive information on the mtDNA methylation pattern prompted us to investigate the distribution of guanine-cytosine-rich sequences (CpG) in different animal species. The aim of the study was to determine the localization of CpG sites and islands in mtDNA of model organisms. The CpG sites and islands found in vertebrates and invertebrates indicate a diversified pattern of CpG distribution. Generally, the number of observed CpG sites of the mitochondrial genome was higher in the analysed vertebrates than in the invertebrates. However, there was no relationship between the frequency of the CpG sites in the mitochondrial genome and the complexity of the analysed organism. The distribution of the CpG sites for transfer RNA (tRNA) coding genes was usually cumulated in a larger CpG region in the vertebrates.

Abstract

The information about mtDNA methylation is still limited, thus epigenetic modification remains unclear. The lack of comprehensive information on the comparative epigenomics of mtDNA prompts comprehensive investigations of the epigenomic modification of mtDNA in different species. This is the first study in which the theoretical CpG localization in the mtDNA reference sequences from various species (12) was compared. The aim of the study was to determine the localization of CpG sites and islands in mtDNA of model organisms and to compare their distribution. The results are suitable for further investigations of mtDNA methylation. The analysis involved both strands of mtDNA sequences of animal model organisms representing different taxonomic groups of invertebrates and vertebrates. For each sequence, such parameters as the number, length, and localization of CpG islands were determined with the use of EMBOSS (European Molecular Biology Open Software Suite) software. The number of CpG sites for each sequence was indicated using the newcpgseek algorithm. The results showed that methylation of mtDNA in the analysed species involved mitochondrial gene expression. Our analyses showed that the CpG sites were commonly present in genomic regions including the D-loop, CYTB, ND6, ND5, ND4, ND3, ND2, ND1, COX3, COX2, COX1, ATP6, 16s rRNA, and 12s rRNA. The CpG distribution in animals from different species was diversified. Generally, the number of observed CpG sites of the mitochondrial genome was higher in the vertebrates than in the invertebrates. However, there was no relationship between the frequency of the CpG sites in the mitochondrial genome and the complexity of the analysed organisms. Interestingly, the distribution of the CpG sites for tRNA coding genes was usually cumulated in a larger CpG region in vertebrates. This paper may be a starting point for further research, since the collected information indicates possible methylation regions localized in mtDNA among different species including invertebrates and vertebrates.

1. Introduction

Nearly all animal mitochondrial genomes are about 16. 5 kbp (kilo base pairs) in length, whereas plant mitochondrial genomes range between 200 and 2000 kbp [1]. Generally, the mammalian mitochondrial genome is a circular double-stranded DNA (dsDNA) molecule containing 13 protein-coding genes, 22 transfer RNAs (tRNAs), two ribosomal RNAs (rRNAs) genes, and one non-coding control region (D-loop region) [2]. The exception is the mtDNA genome of Caenorhabditis elegans, which lacks the ATP8 gene [3] and the non-coding AT region. The non-coding region of mtDNA contains an origin of replication and three promoters: one for the light strand (LSP) and two for the heavy strand (HSP1 and HSP2). Transcription begins from promoters: LSP and HSP2 encode 13 protein-coding genes involved in the oxidative phosphorylation (OXPHOS) and 22 tRNAs, whereas HSP1 generates a short transcript containing rRNA genes [4]. MtDNA is packed into structures called nucleoids or mitochromosomes. The major part of the nucleoid constitutes transcription factor A (TFAM), which contributes to mtDNA packing. Hence, any alterations in the TFAM content influence the mitochromosome and, consequently, mtDNA is exposed to DNA methyltransferases (DNMTs) [5].
The activity of methyltransferase (DNMT) was first detected in mitochondria isolated from loach embryos in 1970s [6]. Next, 5-methylcytosine (m5C) was found in beef heart mitochondria [7]. In 1977, the specificity of nuclear and mitochondrial DNMT was demonstrated. The mitochondrial and nuclear enzymes are specific to monopyrimidines and di- and tripyrimidines, respectively [8]. Reis and Goldstein [9] and Pollack et al. [10] conducted a study on mitochondria from human and mouse fibroblasts. Their results indicated that methylation in mtDNA occurred with a frequency of 2–5% only in CpG dinucleotides. Currently, the methylation frequency in mtDNA ranges from 2 to 8%, but its pattern is unknown [11]. Scientists found that nearly 25% of all methylations identified in embryonic stem cells were non-CpG methylations (CpA, CpT, and CpC). In normal somatic cells, the non-CpG methylation level is relatively low, with enrichment mainly in the coding regions of active genes [12,13].
Little is known about mitochondrial epigenetic modifications, as studies on mtDNA methylation are not as common as studies on the methylation of nDNA. So far, it has been observed that hypomethylation may occur in mtDNA methylation [4,14,15]. During methylation, DNA undergoes covalent modification, usually at cytosine residues within CpG dinucleotides, and is catalysed by DNA methyltransferase (DNMT) in the presence of the methyl donor S-adenosyl-L-methionine (SAM) [16]. Clusters of CpG sites form GC-rich islands that have a CpG located approximately every 10 base pairs [17,18].
In recent years, the methylation of mammalian mtDNA has gained interest. There are papers rejecting the existence of mtDNA methylation [19]. For instance, Hong et al. [11] used the bisulfite genomic sequencing method to determine CpG methylation in a human colon cancer cell line and primary human cells. Additionally, next-generation sequencing was used for total DNA. As a result, no CpG methylation was found in mtDNA [11]. In turn, Bellizzi et al. [20] detected methylated cytosines in the D-loop region of mtDNA isolated from blood and cultured cells from humans and mice. To address the controversy of the existence of mtDNA methylation, an interesting study on the methylation of the D-loop was conducted by Liu et al. [21]. They confirmed the existence of methylation with varying frequency in different human tissues. The analysis of 6 CpG sites in human blood samples indicated that the methylation level varied from 2% to 34% but was almost undetectable in saliva. Generally, the estimated average frequency of mtDNA methylation was lower than 2%. Moreover, it was found that the form of mtDNA had an impact on its level. It has been found that the circular structure affects the bisulfite conversion efficiency, hence mtDNA methylation is overestimated [21]. The evidence supporting mtDNA methylation is related to mtDNA abnormalities including amyotrophic lateral sclerosis [22], Down’s syndrome (DS) [14], glioblastoma [23], or nonalcoholic fatty liver disease [24]. For instance, cultured amniocytes from DS patients showed TFAM downregulation [5]. In turn, Infantino et al. [14] detected hypomethylation in DS cells in which the mtDNA content was increased.
Despite new evidence, the information about mtDNA methylation is still limited. Therefore, this epigenetic modification is a controversial issue. The lack of comprehensive information on the comparative epigenomics of mtDNA suggests that there is a need to conduct comprehensive investigations of the epigenomic modification of mtDNA in different species. The aim of the study was to determine the localization of CpG sites and islands in mtDNA of model organisms and to compare its distribution. The results are suitable for further investigations of mtDNA methylation.

2. Materials and Methods

Reference sequences of twelve animal mtDNAs obtained from GenBank were analysed. The study was carried out on sequences of animal model organisms representing different taxonomic groups of invertebrates and vertebrates (Table 1).
In order to analyse both strands of mtDNA, sequences from GenBank were rewritten in the EMBOSS revseq algorithm to obtain complementary sequences representing the H-strand of mtDNA [25]. Regions with frequency of CG dinucleotides that were higher than expected were identified in each of the 24 analysed sequences from the 12 species. Two EMBOSS algorithms were used. The Cpgplot uses a sliding window within which the observed/expected ratio of CpG is calculated [26]. For a sequence region reported as a CpG island, the following constraints were established: the observed/expected ratio >0.6, %C + %G > 50%, and the sequence length should exceed 200 bp. The newcpgseek uses a running sum calculated from all positions in the sequence rather than a window to produce a score. If there is a missing CG dinucleotide at a position, the score is decremented; if there is a CG dinucleotide, the score is incremented by a constant (user-defined) value. When the score for a region in the sequence is higher than the threshold (17 at the moment), a putative island is declared. Sequence regions scoring above the threshold are searched for recursively. This method overpredicts islands but finds smaller ones around primary exons. The newcpgseek displays the actual CpG count, the %C + %G sum, and the observed/expected ratio in a region where the score is above the threshold [25]. For each sequence, such parameters as the number, length, and localization of CpG islands were determined. Using the newcpgseek algorithm, the number of the CpG sites for each sequence was indicated.

3. Results

3.1. CpG Islands in mtDNA

The positions of the CpG islands in the mtDNA of 12 organisms are presented in Table 2 and Table 3. There were no CpG islands on the strands of the mtDNA genomes of Caenorhabditis elegans, Daphnia magna, and Drosophila melanogaster, i.e. all invertebrates analysed in the study. In the analysed animal models, the length of the CpG islands varied from 202 bp to 313 bp in the L-strand and from 200 bp to 632 bp in the H-strand. The results of the L-strand showed that one CpG island was located in the COX2 gene (Homo sapiens and Gallus gallus), and two CpG islands were found in the sequence from Danio rerio (Table 2). The longest CpG island among all the tested animal models was detected in the canine mtDNA genome located in the D-loop region in the position of the VNTR: 5′-GTACACGT(A/G)C-′3 region.
The present study showed an increased number of CpG islands on the H-strand of mtDNA, compared to the L-strand (Table 2, Table 3). It is worth noting that the mtDNA of Gallus gallus (7), Crocodylus porosus (4), and Homo sapiens (4) had the highest numbers of CpG islands. CpG islands were found frequently in genomic regions covering loci of 12s rRNA (71%), CYTB (43%), ND5 (57%), and COX1 (43%). Interestingly, two CpG islands were observed in the 12s rRNA and ND5 genes from the mtDNA genome of Crocodylus porosus and the COX1 gene from Gallus gallus (Table 3). Moreover, only in the Danio rerio genome was the CpG island located in tRNA-coding genes, which were also encoded on the L strand. The analysis of Canis lupus familiaris mtDNA showed the presence two CpG islands on both strands occupying the VNTR sequence in the D-loop region in the same localization (Table 3).

3.2. Strongly Enriched CpG Regions in mtDNA

The distribution of CpG sites in the mtDNA genomes of the analysed animals and the total number of CpG sites for each animal model are presented in Table 4. The analyses showed that the CpG sites were commonly detected in genomic regions, including the D-loop, CYTB, ND6, ND5, ND4, ND3, ND2, ND1, COX3, COX2, COX1, ATP6, 16s rRNA, and 12s rRNA. The CpG distribution in animals varies. Generally, the number of the CpG sites of the mitochondrial genome was higher in the vertebrates than in the invertebrates. However, there was no relationship between the frequency of the CpG sites in the mitochondrial genome and the complexity of the analysed organism. CG-rich regions were mainly observed in genes encoding proteins or rRNA molecules; however, CpG dinucleotides were also found in non-coding sequences such as the AT region in the mtDNA of Caenorhabditis elegans and the D-loop in the vertebrates. Noteworthy, in some of the analysed species, e.g. Homo sapiens, Pan troglodytes ellioti, Ambystoma mexicanum, and Crocodylus porosus, CpG sites were found in intergenic areas (Table 5). The CpG sites were not commonly located in the tRNA coding genes. For example, no CpGs were observed in the locus of the TRNQ gene in any of the analysed species. It should be emphasized that CpG sites are distributed in a cluster overlapping many tRNA coding genes, such as TRNW, TRNA, TRNN, TRNC, and TRNY (Table 5). The in silico analysis revealed diverse distribution of the CpG sites in the replication origin region between both the species and the strands of the analysed vertebrates. Mammalian species share a structurally identifiable replication origin at a fixed mitochondrial genome location (between TRNC and TRNN), in contrast to avian and crocodilian species [27]. There were no CpG dinucleotides on the mtDNA of Crocodylus porosus and Gallus gallus in a location analogous to the region of the replication origin in the other vertebrates (Table 5).

4. Discussion

The methylation of the mtDNA is still a matter of debate [21]. The present study indicated plausible sites of methylation as epigenetic modification of mtDNA and demonstrated different levels of the distribution of CpG sites and islands in various animal model species. No CpG islands were detected in the invertebrates, whereas CpG sites were found in both the invertebrates and the vertebrates, but they occurred frequently in the more complex organisms. This is the first study presenting the theoretical CpG localization on both strands of the mtDNA reference sequences in various species. As demonstrated by available literature, Caenorhabditis elegans does not have a DNMT; hence, no methylation is detected [28]. However, invertebrates with very low or undetectable methylation of CpG, e.g. Drosophila melanogaster or Caenorhabditis elegans, are a minority, as reported by Suzuki et al. [17]. In most invertebrates, mosaic nDNA methylation takes place, but it is not clearly known whether it occurs in mtDNA [17]. A low level of methylation was observed in the case of essential genes, including CYTB, COX1, and 12s rRNA. Moreover, despite the lack of CpG islands in Caenorhabditis elegans, single CpG sites were observed in the non-coding AT-region (Table 4), which is located between the tRNAala and tRNApro genes previously described by Okimoto et al. [29]. The low occurrence of CpG sites and islands in the mtDNA genomes of invertebrates may be related to the different modes of epigenetic control of replication and expression, such as non-CpG (CpA, CpT, and CpC) methylation. The co-existence of non-CpG sites was also observed within nDNA in human specific cell types such as stem cells, oocytes, neurons, and glial cells [30]. Yet, most CpG sites were indicated in protein-coding genes and rRNA-coding genes. The occurrence of CG nucleotides might be correlated with the length of the sequence: the longer the sequence, the greater the likelihood of a multitude of CpG sites. It should be emphasized that the theoretical presence of CpG sites and islands in the mtDNA genes of the analysed animals does not indicate methylation of these genes. However, the possibility of OXPHOS gene methylation within specific cells of the analysed animal species should not be excluded in certain circumstances. The oxidative phosphorylation system (OXPHOS) is a biochemical pathway located in the mitochondrial inner membrane responsible for energy production, apoptosis, and cell differentiation [31]. A proper OXPHOS function is important for cellular homeostasis, tissue dynamics, and health status of individuals [32].
Another non-coding region is the D-loop, where CpG sites observed in the region may be related to its regulative function of mtDNA in terms of replication and expression. Liu et al. [21] found that DNA methylation took place in the main non-coding region, which contains regulatory regions for the heavy (HSP1/2) and light strands (LSP) and an initiation site for heavy strand replication. First, replication is initiated at a specific site on the H-strand (called OH). After replication of two-thirds of the H-strand, the replication of the L-strand starts and proceeds in the opposite direction [2]. Except for Canis lupus familiaris, a higher number of CpG sites were found on the H-strand of mtDNA (Table 4).
It is worth noting that four genes i.e. CYTB, COX1, ND1, and 12s rRNA, were rich in CpG sites in all the analysed sequences. CYTB called cytochrome c reductase and COX1 encoding cytochrome C oxidase subunit 1 belong to respiratory chain complexes III and IV. They are involved in the electron transport chain of mitochondrial oxidative phosphorylation (OXPHOS) and are essential for ATP synthesis [33]. Additionally, methylation observed in the sequence of Homo sapiens including CYTB, COX1, D-loop, and 12s rRNA has been reported by Liu et al. [21].
The LPS promoter is an important component of the non-coding region contributing to the expression of the OXPHOS complex I subunit ND6 [21]. The methylation of the ND6 gene was reported in many studies [24,34,35]. For instance, Pirola et al. [24] analysed the methylation of ND6, COX1, and the D-loop region with the use of quantitative methylation specific-PCR in the context of non-alcoholic fatty liver disease in humans [24]. The authors found a significant association between the condition of non-alcoholic steatohepatitis (NASH) and the methylation of the ND6 gene, which inversely correlated with ND6 transcription and protein expression in the liver affected by NASH [24]. The results reported in this paper showed the presence of CpG sites in the ND6 gene in all the analysed vertebrates and the number of CpG sites varying from 3 to 22. Noteworthy, all NADH dehydrogenase subunits (ND1, ND2, ND3, ND4, ND5, ND6) were rich in CpG sites in the mtDNA of the different species (Table 4). However, the ND3 and ND6 genes were rich in CpG sites only in the vertebrates. The regulation of single subunits of NADH dehydrogenase is not completely understood. In the case of oxidative stress, DNMT is upregulated and suppresses the expression of the ND6 gene through methylation. In turn, the downregulation of ND6 contributes to upregulation of ND1 [5]. ROS (reactive oxygen species) are targeted at mitochondria; hence, it has been proposed that the increased level of DNMT1 reflects adaption to oxidative stress. MTERF1 (mitochondrial terminator factor 1) probably interacts with m5C in CpG dinucleotides or with mtDNA and, consequently, DNMT1 is bound [5]. These results indicate that all the analysed sequences (with the exception of the L-strand of Drosophila melanogaster) have CpG sites in the ND1 gene; however, the CpG distribution in the ND6 gene is mainly limited to the H-strand of chordates. Moreover, the number of the CpG sites in ND1 was higher (from 2 to 58) than in ND6 (from 3 to 22), especially in Latimeria chalumnae, Ambystoma mexicanum, Crocodylus porosus, Gallus gallus, Mus musculus, Canis lupus familiaris, Pan troglodytes ellioti, and Homo sapiens (Table 4).
The transcription of the H-strand of mtDNA starts at two initiation sites (H1, H2) within the control region. The produced transcript from H1 terminates at the 3′ end of the 16S rRNA gene and processes the two rRNAs and two tRNAs, whereas H2 terminates at the 5′ end of the 12S rRNA gene and generates a polycistronic molecule contributing to the mRNAs and most of the tRNAs encoded in the H strand [36]. The mitochondrial transcription termination factor (mTERF) has been associated with the H1 and H2 binding sites, but Martin et al. [36] evidenced only mTERF-bound by H1. The distribution of methylation of CpG sites in these regions may influence transcription regulation. Martin et al. [36] demonstrated that 12s rRNA is commonly methylated in the mitochondrial regions in animals. The CpG sites were widely distributed in the genomes of all the animals analysed in our study, but higher numbers were found in the vertebrates (Table 4). Methylation of the 16s rRNA gene was recognized as an emerging resistance mechanism against aminoglycosides and was evidenced in microorganisms that are often multidrug resistant. Methylation of 16s rRNA disturbs translation [37,38]. The present results showed the presence of CpG-rich regions of 16s rRNA genes in both the invertebrates and vertebrates but not in the carnivores (Canis lupus familiaris) and primates (Pan troglodytes ellioti and Homo sapiens). This may be caused by the 1-methyladenosine (m1A) modification in 16S rRNA catalysed by tRNA methyltransferase 61B (TRMT61B) [39].
In the analysis of mtDNA methylation, several challenges that can affect the correct detection of the levels of mtDNA methylation have to be overcome. The first one is the high mtDNA copy number in cells; it naturally varies from hundreds to thousands of copies depending on the cell type. Application of super-resolution microscopy provides more details. Currently, the number of mtDNA molecules per nucleoid in human cells is estimated at 1.4 [40]. Another problem is the presence of nuclear mitochondrial sequences (Numts), first denoted as “NUMT” in the cat [41], which refer to a DNA segment transferred from mtDNA to nDNA. This phenomenon was observed in various eukaryotes including plants (Arabiopsis thaliana, Oryza sativa), invertebrates (Caenorhabditis elegans, Drosophila melanogaster), and vertebrates (Mus musculus, Rattus norvegicus, and Homo sapiens) [42]. Therefore, the issue whether low levels of CpG methylation occur in mtDNA or whether it is caused by contamination by methylated NUMTs is being questioned [43]. Moreover, the circular structure of mtDNA influences bisulfite conversion and causes overestimation of mtDNA methylation [21].

5. Conclusions

The theoretical study on the distribution of CpG sites and islands in the mitochondrial genome of twelve model animal species provides interesting information about the localization of CpG-rich regions that can be methylated in specific cells in certain conditions. The CpG methylation in mtDNA exerts an impact on various molecular processes, including replication, translation, and gene expression. Since methylation in mtDNA, in comparison to methylation in nDNA, is still not sufficiently understood, research in this area is advisable.

Author Contributions

Conceptualization, K.K. and B.Ś.; Formal analysis, K.K. and A.T.; Investigation, K.K.; Methodology, K.K. and A.T.; Supervision, B.Ś.; Writing – original draft, K.K. and A.T.; Writing – review and editing, T.Z., M.P. and B.Ś. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Morley, S.A.; Nielsen, B.L. Plant mitochondrial DNA. Front. Biosci. 2017, 22, 1023–1032. [Google Scholar]
  2. Taylor, R.W.; Turnbull, D.M. Mitochondrial DNA mutations in human disease. Nat. Rev. Genet. 2005, 6, 389–402. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. Tsang, W.Y.; Lemire, B. The role of mitochondria in the life of the nematode, Caenorhabditis elegans. Biochim. et Biophys. Acta (BBA)—Mol. Basis Dis. 2003, 1638, 91–105. [Google Scholar] [CrossRef] [Green Version]
  4. Van Der Wijst, M.G.; Van Tilburg, A.Y.; Ruiters, M.; Rots, M.G. Experimental mitochondria-targeted DNA methylation identifies GpC methylation, not CpG methylation, as potential regulator of mitochondrial gene expression. Sci. Rep. 2017, 7, 177. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  5. Iacobazzi, V.; Castegna, A.; Infantino, V.; Andria, G. Mitochondrial DNA methylation as a next-generation biomarker and diagnostic tool. Mol. Genet. Metab. 2013, 110, 25–34. [Google Scholar] [CrossRef] [PubMed]
  6. Vanyushin, B.; Kiryanov, G.; Kudryashova, I.; Belozersky, A. DNA-methylase in loach embryos (Misgurnus fossilis). FEBS Lett. 1971, 15, 313–316. [Google Scholar] [CrossRef] [Green Version]
  7. Vanyushin, B.; Kirnos, M. The nucleotide composition and pyrimidine clusters in DNA from beef heart mitochondria. FEBS Lett. 1974, 39, 195–199. [Google Scholar] [CrossRef] [Green Version]
  8. Vanyushin, B.F.; Kirnos, M.D. The structure of animal mitochondrial DNA (base composition, pyrimidine clusters, character of methylation). Mol. Cell. Biochem. 1977, 14, 31–36. [Google Scholar] [CrossRef]
  9. Reis, R.J.S.; Goldstein, S. Mitochondrial DNA in mortal and immortal human cells. Genome number, integrity, and methylation. J. Boil. Chem. 1983, 258, 9078–9085. [Google Scholar]
  10. Pollack, Y.; Kasir, J.; Shemer, R.; Metzger, S.; Szyf, M. Methylation pattern of mouse mitochondrial DNA. Nucleic Acids Res. 1984, 12, 4811–4824. [Google Scholar] [CrossRef] [Green Version]
  11. Hong, E.E.; Okitsu, C.Y.; Smith, A.; Hsieh, C.-L. Regionally Specific and Genome-Wide Analyses Conclusively Demonstrate the Absence of CpG Methylation in Human Mitochondrial DNA. Mol. Cell. Boil. 2013, 33, 2683–2690. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  12. 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] [PubMed] [Green Version]
  13. Laurent, L.; Wong, E.; Huynh, T.; Tsirigos, A.; Ong, C.T.; Low, H.M.; Sung, W.-K.; Rigoutsos, I.; Loring, J.F.; Li17G; et al. Dynamic changes in the human methylome during differentiation. Genome Res. 2010, 20, 320–331. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  14. Infantino, V.; Castegna, A.; Iacobazzi, F.; Spera, I.; Scala, I.; Andria, G.; Iacobazzi, V. Impairment of methyl cycle affects mitochondrial methyl availability and glutathione level in Down’s syndrome. Mol. Genet. Metab. 2011, 102, 378–382. [Google Scholar] [CrossRef] [PubMed]
  15. Bianchessi, V.; Vinci, M.C.; Nigro, P.; Rizzi, V.; Farina, F.; Capogrossi, M.C.; Pompilio, G.; Gualdi, V.; Lauri, A. Methylation profiling by bisulfite sequencing analysis of the mtDNA Non-Coding Region in replicative and senescent Endothelial Cells. Mitochondrion 2016, 27, 40–47. [Google Scholar] [CrossRef]
  16. Ferreira, A.; Serafim, T.L.; Sardao, V.A.; Cunha-Oliveira, T. Role of Mtdna-Related Mitoepigenetic Phenomena in Cancer. Eur. J. Clin. Investig. 2015, 45, 44–49. [Google Scholar] [CrossRef] [PubMed]
  17. Suzuki, M.M.; Kerr, A.R.W.; De Sousa, D.; Bird, A. CpG methylation is targeted to transcription units in an invertebrate genome. Genome Res. 2007, 17, 625–631. [Google Scholar] [CrossRef] [Green Version]
  18. Vivian, C.J.; Brinker, A.E.; Graw, S.; Koestler, D.C.; Legendre, C.; Gooden, G.C.; Salhia, B.; Welch, D.R. Mitochondrial Genomic Backgrounds Affect Nuclear DNA Methylation and Gene Expression. Cancer Res. 2017, 77, 6202–6214. [Google Scholar] [CrossRef] [Green Version]
  19. Mechta, M.; Ingerslev, L.R.; Fabre, O.; Picard, M.; Barres, R. Evidence Suggesting Absence of Mitochondrial DNA Methylation. Front Genet. 2017, 8, 166. [Google Scholar] [CrossRef] [Green Version]
  20. Bellizzi, D.; D’Aquila, P.; Scafone, T.; Giordano, M.; Riso, V.; Riccio, A.; Passarino, G. The control region of mitochondrial DNA shows an unusual CpG and non-CpG methylation pattern. Curr. Neuropharmacol. 2013, 20, 537–547. [Google Scholar] [CrossRef] [Green Version]
  21. Liu, B.; Du, Q.; Chen, L.; Fu, G.; Li, S.; Fu, L.; Zhang, X.; Ma, C.; Bin, C. CpG methylation patterns of human mitochondrial DNA. Sci. Rep. 2016, 6, 23421. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  22. Wong, M.; Gertz, B.; Chestnut, B.A.; Martin, L.J. Mitochondrial DNMT3A and DNA methylation in skeletal muscle and CNS of transgenic mouse models of ALS. Front. Cell. Neurosci. 2013, 7, 279. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  23. Sun, X.; Johnson, J.; John, J.C.S. Global DNA methylation synergistically regulates the nuclear and mitochondrial genomes in glioblastoma cells. Nucleic Acids Res. 2018, 46, 5977–5995. [Google Scholar] [CrossRef] [PubMed]
  24. Pirola, C.; Gianotti, T.F.; Burgueño, A.L.; Rey-Funes, M.; Loidl, C.F.; Mallardi, P.; Martino, J.S.; Castaño, G.; Sookoian, S. Epigenetic modification of liver mitochondrial DNA is associated with histological severity of nonalcoholic fatty liver disease. Gut 2012, 62, 1356–1363. [Google Scholar] [CrossRef]
  25. Rice, P.; Longden, I.; Bleasby, A. Emboss: The European Molecular Biology Open Software Suite. TIG 2000, 16, 276–277. [Google Scholar] [CrossRef]
  26. Chojnacki, S.; Cowley, A.; Lee, J.; Foix, A.; Lopez, R. Programmatic Access to Bioinformatics Tools from Embl-Ebi Update: 2017. Nucleic Acids Res. 2017, 45, 550–553. [Google Scholar] [CrossRef] [Green Version]
  27. Pereira, S. Mitochondrial genome organization and vertebrate phylogenetics. Genet. Mol. Boil. 2000, 23, 745–752. [Google Scholar] [CrossRef] [Green Version]
  28. Bird, A. DNA methylation patterns and epigenetic memory. Genes Dev. 2002, 16, 6–21. [Google Scholar] [CrossRef] [Green Version]
  29. Okimoto, R.; Macfarlane, J.L.; Clary, D.O.; Wolstenholme, D.R. The Mitochondrial Genomes of Two Nematodes, Caenorhabditis Elegans and Ascaris Suum. Genet. 1992, 130, 471–498. [Google Scholar]
  30. 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, 6. [Google Scholar]
  31. Iglesias, E.; Pesini, A.; Garrido-Pérez, N.; Meade, P.; Bayona-Bafaluy, M.P.; Montoya, J.; Ruiz-Pesini, E. Prenatal exposure to oxidative phosphorylation xenobiotics and late-onset Parkinson disease. Ageing Res. Rev. 2018, 45, 24–32. [Google Scholar] [CrossRef] [PubMed]
  32. Martínez-Romero, Í.; Emperador, S.; Llobet, L.; Montoya, J.; Ruiz-Pesini, E. Mitogenomics: Recognizing the Significance of Mitochondrial Genomic Variation for Personalized Medicine. Curr. Pharmacogenomics Pers. Med. 2011, 9, 84–93. [Google Scholar] [CrossRef]
  33. Ndi, M.; Marín-Buera, L.; Salvatori, R.; Singh, A.P.; Ott, M. Biogenesis of the bc1 Complex of the Mitochondrial Respiratory Chain. J. Mol. Boil. 2018, 430, 3892–3905. [Google Scholar] [CrossRef] [PubMed]
  34. Sanyal, T.; Bhattacharjee, S.; Bhattacharjee, P. Hypomethylation of mitochondrial D-loop and ND6 with increased mitochondrial DNA copy number in the arsenic-exposed population. Toxicology 2018, 408, 54–61. [Google Scholar] [CrossRef]
  35. Blanch, M.; Mosquera, J.L.; Ansoleaga, B.; Ferrer, I.; Barrachina, M. Altered Mitochondrial DNA Methylation Pattern in Alzheimer Disease–Related Pathology and in Parkinson Disease. Am. J. Pathol. 2016, 186, 385–397. [Google Scholar] [CrossRef] [Green Version]
  36. Martin, M.A.; Cho, J.; Cesare, A.J.; Griffith, J.D.; Attardi, G. Termination Factor-Mediated DNA Loop between Termination and Initiation Sites Drives Mitochondrial rRNA Synthesis. Cell 2005, 123, 1227–1240. [Google Scholar] [CrossRef] [Green Version]
  37. Doi, Y.; Arakawa, Y. 16S Ribosomal RNA Methylation: Emerging Resistance Mechanism against Aminoglycosides. Clin. Infect. Dis. 2007, 45, 88–94. [Google Scholar] [CrossRef]
  38. Schmitt, E.; Galimand, M.; Panvert, M.; Courvalin, P.; Mechulam, Y. Structural Bases for 16 S rRNA Methylation Catalyzed by ArmA and RmtB Methyltransferases. J. Mol. Boil. 2009, 388, 570–582. [Google Scholar] [CrossRef]
  39. Bar Yaacov, D.; Frumkin, I.; Yashiro, Y.; Chujo, T.; Ishigami, Y.; Chemla, Y.; Blumberg, A.; Schlesinger, O.; Bieri, P.; Greber, B.J.; et al. Mitochondrial 16S rRNA Is Methylated by tRNA Methyltransferase TRMT61B in All Vertebrates. PLoS Boil. 2016, 14, e1002557. [Google Scholar] [CrossRef]
  40. Gustafsson, C.M.; Falkenberg, M.; Larsson, N.-G. Maintenance and Expression of Mammalian Mitochondrial DNA. Annu. Rev. Biochem. 2016, 85, 133–160. [Google Scholar] [CrossRef]
  41. Lopez, J.V.; Yuhki, N.; Masuda, R.; Modi, W.; O’Brien, S.J. Numt, a recent transfer and tandem amplification of mitochondrial DNA to the nuclear genome of the domestic cat. J. Mol. Evol. 1994, 39, 174–190. [Google Scholar] [PubMed]
  42. Richly, E.; Lartillot, N.; Philippe, H. NUMTs in Sequenced Eukaryotic Genomes. Mol. Boil. Evol. 2004, 21, 1081–1084. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  43. Owa, C.; Poulin, M.; Yan, L.; Shioda, T. Technical adequacy of bisulfite sequencing and pyrosequencing for detection of mitochondrial DNA methylation: Sources and avoidance of false-positive detection. PLoS ONE 2018, 13, e0192722. [Google Scholar] [CrossRef] [PubMed] [Green Version]
Table 1. MtDNA reference sequences of analysed model organisms.
Table 1. MtDNA reference sequences of analysed model organisms.
OrganismAccession Number of Reference Sequence *Length of MtDNA (bp **)
invertebrates
Caenorhabditis elegansNC_001328.113,794
Drosophila melanogasterNC_024511.219,524
Daphnia magnaNC_026914.114,948
vertebrates
Latimeria chalumnaeNC_001804.116,407
Danio rerioNC_002333.216,596
Ambystoma mexicanumNC_005797.116,369
Gallus gallusNC_040970.116,785
Mus musculusNC_005089.116,299
Canis lupus familiarisNC_002008.416,727
Crocodylus porosusNC_008143.116,916
Pantroglodytes elliotiKM679417.116,559
Homo sapiensNC_012920.116,569
* NC, KM—nucleotide accession prefixes. ** bp—base pair.
Table 2. Positions of CpG islands in the mitochondrial genomes of the analysed animals on the light strand.
Table 2. Positions of CpG islands in the mitochondrial genomes of the analysed animals on the light strand.
OrganismGenome Length (bp *)% GC **Positions of CpG Islands ***Genome RegionLength of CpG Islands (bp)Sum of C+G ****%C + %GObs/Exp *****
Danio rerio16,596 0.403281..353116s rRNA251 12650.200.95
6205..6432rep_origin, TRNY, COX1228 12052.630.91
Gallus gallus16,785 0.468703..8925COX2223 11852.910.97
Canis lupus familiaris16,727 0.4016,137..16,449D-loop
(VNTR)
313 17054.312.71
Pan troglodytes ellioti16,559 0.4414,246..14,447CYTB202 10350.991.27
Homo sapiens16,569 0.447764..8036COX2273 13750.181.13
* bp—base pair. ** guanine–cytosine (GC) base pairs. *** guanine-cytosine-rich regions (CpG islands). **** cytosine (C), guanine (G). ***** the observed/expected ratio.
Table 3. Positions of CpG islands in the mtDNA of the analysed animals on the H strand *.
Table 3. Positions of CpG islands in the mtDNA of the analysed animals on the H strand *.
OrganismGenome Length (bp **)% GC ***Start and Stop of MtDNA Sequence ****MtDNA RegionLength of CpG Islands (bp) *****Sum of C+G%C + %GObs/Exp ******
Danio rerio16,596 0.40981..1180TRNI, 12s rRNA200 10552.501.31
6205..6432TRNN *, TRNY *, COX1228 12052.631.17
Latimeria chalumnae16,407 0.42145..37012s rRNA22611350.000.80
Crocodylus porosus16,916 0.4351..31112s rRNA26113350.961.61
12,371..12,699ND532917151.981.38
Gallus gallus16,785 0.461784..199212s rRNA20910851.571.23
6901..7108COX1208 11153.371.25
9456..9794ATP6339 17451.331.25
9920..10,551COX3632 32351.110.99
13,647..13,925ND527914351.251.23
14,984..15,210CYTB227 11952.421.20
16,297..16,508ND6212 11051.890.99
Canis lupus familiaris16,727 0.4016,179..16,449D-loop VNTR (16,130..16,430)271 14954.980.83
Pan troglodytes ellioti16,559 0.442848..3136ND1289 14650.521.26
5572..5779COX1208 11253.851.17
12,379..12,642ND526414053.031.41
14,246..14,447CYTB202 10350.991.27
Homo sapiens16,569 0.441123..135212s rRNA23011550.001.15
3382..3717ND1336 17852.981.26
12,907..13,115ND520910952.151.29
14,804..15,044CYTB241 12652.281.33
* genes in which CpG sites are frequently distributed among species were marked with bold font (genes encoded on the L strand). ** bp—base pair. *** guanine–cytosine (GC) base pairs. **** mitochondrial DNA (mtDNA). ***** guanine-cytosine-rich regions (CpG islands). ****** the observed/expected ratio.
Table 4. Distribution of CpG sites in the mtDNA of the analysed animals including the L- strand and the H- strand.
Table 4. Distribution of CpG sites in the mtDNA of the analysed animals including the L- strand and the H- strand.
Caenorhabditis elegansDaphnia magnaDrosophila melanogasterLatimeria chalumnaeDanio rerioAmbystoma mexicanumCrocodylus porosusGallus gallusMus musculusCanis lupus familiarisPan troglodytes elliotiHomo sapiens
StrandLHLHLHLHLHLHLHLHLHLHLHLH
Genomic region
TRNF 25
12s rRNA226555173117141837276117 1011103217431536
16s rRNA 811125 153730481326426229251829928
TRNV 2 4
TRNL1 4 6 5 2
ND125418 417201421310235822291415152714342537
TRNI 222 2
TRNM 323 23 32 2323
ND2 224 2221622 6131371636415425827
TRNW 2 23
TRNN 2
TRNC 3 2
TRNY 3 18 3 3 3
COX12512292 14416211937224117321016192028163616
TRNS1 5 3 3
TRND 4
COX2 810 69111729691515 54615121810
TRNK 4
ATP8 22
ATP6 721 311657 138232 41149321730
COX3 1218 2611421510112211926714810927
TRNG 3
ND3 294262133158 43879114
TRNR 3 2
ND4L 2152 3847 1826 26 10
ND4 1223 281712348201135123971972315391339
TRNH 2
TRNS2 2 42 7 4
TRNL2 2 2
ND5 232216578332520785511442206412461659
ND6 418722 12314916 3213 5 5
AT-REGION64
TRNE 3
CYTB210592214101622813232113281311162720221933
TRNP 2
TRNT 2
D-LOOP 31010911491517911772618351420
sum of all CpG sites/strand **144079174162814330816332898226247492183326110201192317170332196356
* genes in which CpG sites are frequently distributed among species were marked with bold font. ** guanine-cytosine-rich sequences.
Table 5. Distribution of CpG sites in regions overlapping more than one gene in mtDNA. *
Table 5. Distribution of CpG sites in regions overlapping more than one gene in mtDNA. *
SpeciesStrandStart and Stop of MtDNA Sequence CpG CountGenes/Replication Origin Region
CaenorhabditiselegansL3341..33563TRNL1, TRNS1
Daphnia magnaL1302..13233TRNY *, COX1
H1293..13194TRNY *, COX1
Latimeria chalumnaeL2762..2788416s rRNA, TRNL1, ND1
H1106..11344TRNV, 16s rRNA
H2693..28191216s rRNA, TRNL1, ND1
H5279..546614TRNN *, TRNC *, TRNY *
H7857..79086COX2, TRNK
H8526..886125ATP6, COX3
H15,468...15,5236CYTB, TRNW
Danio rerioL6225..641214TRNN *, rep_origin *, TRNY *
L11,558..11,5793ND4L, ND4
H951..140236TRNI, 12s rRNA
H3727..387312TRNL1, ND1
H6219..641418rep_origin *, TRNY *
H8802..88454COX2, TRNK
H9538..982923ATP6, COX3
H10,883..11,25326ND3, TRNR, ND4L
Ambystoma mexicanumL5153..51985rep_origin*
L15,333..15,346
15,446..15,463
2
2
intergenic region
H2606..2649516s rRNA, TRNL1
H5051..517910TRNA *, TRNN *, rep_origin *
H15,336..15,355
15,439..15,464
3
3
intergenic region
Crocodylus porosusL11,619..11,6794TRNS2, intergenic region
L13,688..13,7134ND5, ND6 *
H3624..372011ND1, TRNI
H4664..502324ND2, TRNW
H7648..793121COX2, TRNK
H9918..99352TRNR, ND4L
H11,590..11,6174intergenic region
H11,822..12,01115TRNL2, ND5
Gallus gallusH1199..272698D-loop, TRNP, 12s rRNA, 16s rRNA, TRNV
H4971..50408ND1, TRNI
H6404..652310TRNA *, TRNN *
H9542..10,09737ATP6, COX3
Mus musculusL5167..51873rep_origin
H5168..518618rep_origin
Canis lupus familiarisL5187..52267rep_origin *, TRNC *
L7969..79913ATP8, ATP6
H2652..2692516s rRNA, TRNL1
H4983..518312TRNW, TRNA *, TRNN *, rep_origin *, TRNC *
H7982..79953ATP8, ATP6
Pan troglodytes elliotiL5156..51874intergenic region, TRNC *
L7951..80035ATP8, ATP6
H4946..578357TRNW, TRNA *, TRNN *, TRNC *, TRNY *, COX1
H7964..80046ATP8, ATP6
H8558..872012ATP6, COX3
Homo sapiensL5737..57685intergenic region, TRNC *
H5540..626850TRNW, TRNA *, TRNN *, TRNC *, TRNY *, COX1
* CpG sites that are frequently repeated in the overlapping replication origin region, tRNA encoding genes, and COX1 gene were marked with bold font (genes encoded on the L-strand).

Share and Cite

MDPI and ACS Style

Kowal, K.; Tkaczyk, A.; Ząbek, T.; Pierzchała, M.; Ślaska, B. Comparative Analysis of CpG Sites and Islands Distributed in Mitochondrial DNA of Model Organisms. Animals 2020, 10, 665. https://doi.org/10.3390/ani10040665

AMA Style

Kowal K, Tkaczyk A, Ząbek T, Pierzchała M, Ślaska B. Comparative Analysis of CpG Sites and Islands Distributed in Mitochondrial DNA of Model Organisms. Animals. 2020; 10(4):665. https://doi.org/10.3390/ani10040665

Chicago/Turabian Style

Kowal, Krzysztof, Angelika Tkaczyk, Tomasz Ząbek, Mariusz Pierzchała, and Brygida Ślaska. 2020. "Comparative Analysis of CpG Sites and Islands Distributed in Mitochondrial DNA of Model Organisms" Animals 10, no. 4: 665. https://doi.org/10.3390/ani10040665

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop