| Clinical Epigenetics | |
| Inter-locus as well as intra-locus heterogeneity in LINE-1 promoter methylation in common human cancers suggests selective demethylation pressure at specific CpGs | |
| Osman El-Maarri1  Wolfgang A Schulz2  Antanas Gulbinas3  Johannes Oldenburg1  Holger Fröhlich4  Rolf Fimmers5  Heike Singer1  Amit Sharma1  Ioanna Dimitriou5  Muhammad Ahmer Jamil4  Arijit Biswas1  Albertas Dauksa3  Wolfgang Goering2  Nicole Nüsgen1  | |
| [1] Institute of Experimental Hematology and Transfusion Medicine, University of Bonn, Sigmund-Freud Str. 25, Bonn, 53127, Germany;Department of Urology, Medical Faculty, Heinrich-Heine-University, Moorenstr. 5, Düsseldorf, 40225, Germany;Institute for Digestive Research, Lithuanian University of Health Sciences, Eiveniu g. 2, Kaunas 50009, Lithuania;Bonn-Aachen International Center for IT (B-IT) Algorithmic Bioinformatics, University of Bonn, Dahlmannstr. 2, Bonn, 53113, Germany;Institute of Medical Biometry, Informatics and Epidemiology (IMBIE), University of Bonn, Sigmund-Freud-Straße 25, Bonn, D-53127, Germany | |
| 关键词: Cancer classification; Bisulfite sequencing; Pyrosequencing; Global methylation; Cancer; Methylation patterns; DNA methylation; L1 loci; LINE-1; | |
| Others : 1147917 DOI : 10.1186/s13148-015-0051-y |
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| received in 2014-10-14, accepted in 2015-02-02, 发布年份 2015 | |
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【 摘 要 】
Background
Hypomethylation of long interspersed element (LINE)-1 has been observed in tumorigenesis when using degenerate assays, which provide an average across all repeats. However, it is unknown whether individual LINE-1 loci or different CpGs within one specific LINE-1 promoter are equally affected by methylation changes. Conceivably, studying methylation changes at specific LINE-1 may be more informative than global assays for cancer diagnostics. Therefore, with the aim of mapping methylation at individual LINE-1 loci at single-CpG resolution and exploring the diagnostic potential of individual LINE-1 locus methylation, we analyzed methylation at 11 loci by pyrosequencing, next-generation bisulfite sequencing as well as global LINE-1 methylation in bladder, colon, pancreas, prostate, and stomach cancers compared to paired normal tissues and in blood samples from some of the patients compared to healthy donors.
Results
Most (72/80) tumor samples harbored significant methylation changes at at least one locus. Notably, our data revealed not only the expected hypomethylation but also hypermethylation at some loci. Specific CpGs within the LINE-1 consensus sequence appeared preferentially hypomethylated suggesting that these could act as seeds for hypomethylation. In silico analysis revealed that these CpG sites more likely faced the histones in the nucleosome. Multivariate logistic regression analysis did not reveal a significant clinical advantage of locus-specific methylation markers over global methylation markers in distinguishing tumors from normal tissues.
Conclusions
Methylation changes at individual LINE-1 loci are heterogeneous, whereas specific CpGs within the consensus sequence appear to be more prone to hypomethylation. With a broader selection of loci, locus-specific LINE-1 methylation could become a tool for tumor detection.
【 授权许可】
2015 Nüsgen et al.; licensee BioMed Central.
【 预 览 】
| Files | Size | Format | View |
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| 20150404063745886.pdf | 2232KB | ||
| Figure 4. | 168KB | Image | |
| Figure 3. | 195KB | Image | |
| Figure 2. | 166KB | Image | |
| Figure 1. | 128KB | Image |
【 图 表 】
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【 参考文献 】
- [1]Lander ES, Linton LM, Birren B, Nusbaum C, Zody MC, Baldwin J, et al.: Initial sequencing and analysis of the human genome. Nature. 2001, 409:860-921.
- [2]Woo HD, Kim J: Global DNA hypomethylation in peripheral blood leukocytes as a biomarker for cancer risk: a meta-analysis. PLoS One. 2012, 7:e34615.
- [3]Shigaki H, Baba Y, Watanabe M, Murata A, Iwagami S, Miyake K, et al.: LINE-1 hypomethylation in gastric cancer, detected by bisulfite pyrosequencing, is associated with poor prognosis. Gastric Cancer 2012, 16(4):480-7. doi:10.1007/s10120-012-0209-7
- [4]van Bemmel D, Lenz P, Liao LM, Baris D, Sternberg LR, Warner A, et al.: Correlation of LINE-1 methylation levels in patient-matched buffy coat, serum, buccal cell, and bladder tumor tissue DNA samples. Cancer Epidemiol Biomarkers Prev. 2012, 21:1143-8.
- [5]Pavicic W, Joensuu EI, Nieminen T, Peltomaki P: LINE-1 hypomethylation in familial and sporadic cancer. J Mol Med (Berl) 2012, 90(17):827-35. doi:10.1007/s00109-011-0854-z
- [6]Kamiyama H, Suzuki K, Maeda T, Koizumi K, Miyaki Y, Okada S, et al.: DNA demethylation in normal colon tissue predicts predisposition to multiple cancers. Oncogene 2012, 31(48):5029-37. doi:10.1038/onc.2011.652
- [7]Gao Y, Baccarelli A, Shu XO, Ji BT, Yu K, Tarantini L, et al.: Blood leukocyte Alu and LINE-1 methylation and gastric cancer risk in the shanghai women’s health study. Br J Cancer. 2012, 106:585-91.
- [8]Cash HL, Tao L, Yuan JM, Marsit CJ, Houseman EA, Xiang YB, et al.: LINE-1 hypomethylation is associated with bladder cancer risk among nonsmoking Chinese. Int J Cancer. 2012, 130:1151-9.
- [9]Antelo M, Balaguer F, Shia J, Shen Y, Hur K, Moreira L, et al.: A high degree of LINE-1 hypomethylation is a unique feature of early-onset colorectal cancer. PLoS One. 2012, 7:e45357.
- [10]Kim JH, Dhanasekaran SM, Prensner JR, Cao X, Robinson D, Kalyana-Sundaram S, et al.: Deep sequencing reveals distinct patterns of DNA methylation in prostate cancer. Genome Res. 2011, 21:1028-41.
- [11]Barchitta M, Quattrocchi A, Maugeri A, Vinciguerra M, Agodi A: LINE-1 hypomethylation in blood and tissue samples as an epigenetic marker for cancer risk: a systematic review and meta-analysis. PLoS One. 2014, 9:e109478.
- [12]Schulz WA: L1 retrotransposons in human cancers. J Biomed Biotechnol. 2006, 2006:83672.
- [13]Piskareva O, Lackington W, Lemass D, Hendrick C, Doolan P, Barron N: The human L1 element: a potential biomarker in cancer prognosis, current status and future directions. Curr Mol Med. 2011, 11:286-303.
- [14]Brennan K, Flanagan JM: Is there a link between genome-wide hypomethylation in blood and cancer risk? Cancer Prev Res (Phila). 2012, 5:1345-57.
- [15]Singer H, Walier M, Nusgen N, Meesters C, Schreiner F, Woelfle J, et al.: Methylation of L1Hs promoters is lower on the inactive X, has a tendency of being higher on autosomes in smaller genomes and shows inter-individual variability at some loci. Hum Mol Genet. 2012, 21:219-35.
- [16]El-Maarri O, Becker T, Junen J, Manzoor SS, Diaz-Lacava A, Schwaab R, et al.: Gender specific differences in levels of DNA methylation at selected loci from human total blood: a tendency toward higher methylation levels in males. Hum Genet. 2007, 122:505-14.
- [17]El-Maarri O, Walier M, Behne F, van Uum J, Singer H, Diaz-Lacava A, et al.: Methylation at global LINE-1 repeats in human blood are affected by gender but not by age or natural hormone cycles. PLoS One. 2011, 6:e16252.
- [18]Goodier JL, Kazazian HH Jr: Retrotransposons revisited: the restraint and rehabilitation of parasites. Cell. 2008, 135:23-35.
- [19]Kreimer U, Schulz WA, Koch A, Niegisch G, Goering W: HERV-K and LINE-1 DNA methylation and reexpression in urothelial carcinoma. Front Oncol. 2013, 3:255.
- [20]Goering W, Ribarska T, Schulz WA: Selective changes of retroelement expression in human prostate cancer. Carcinogenesis. 2011, 32:1484-92.
- [21]Varley KE, Mitra RD: Bisulfite Patch PCR enables multiplexed sequencing of promoter methylation across cancer samples. Genome Res. 2010, 20:1279-87.
- [22]Schulz WA: Do DNA-methylation changes also occur in blood? Lancet Oncol. 2008, 9:312-3.
- [23]Phokaew C, Kowudtitham S, Subbalekha K, Shuangshoti S, Mutirangura A: LINE-1 methylation patterns of different loci in normal and cancerous cells. Nucleic Acids Res. 2008, 36:5704-12.
- [24]Hansen KD, Timp W, Bravo HC, Sabunciyan S, Langmead B, McDonald OG, et al.: Increased methylation variation in epigenetic domains across cancer types. Nat Genet. 2011, 43:768-75.
- [25]Jia D, Jurkowska RZ, Zhang X, Jeltsch A, Cheng X: Structure of Dnmt3a bound to Dnmt3L suggests a model for de novo DNA methylation. Nature. 2007, 449:248-51.
- [26]Kaplan N, Moore IK, Fondufe-Mittendorf Y, Gossett AJ, Tillo D, Field Y, et al.: The DNA-encoded nucleosome organization of a eukaryotic genome. Nature. 2009, 458:362-6.
- [27]Valouev A, Ichikawa J, Tonthat T, Stuart J, Ranade S, Peckham H, et al.: A high-resolution, nucleosome position map of C. elegans reveals a lack of universal sequence-dictated positioning. Genome Res 2008, 18:1051-63.
- [28]Chodavarapu RK, Feng S, Bernatavichute YV, Chen PY, Stroud H, Yu Y, et al.: Relationship between nucleosome positioning and DNA methylation. Nature. 2010, 466:388-92.
- [29]Collings CK, Waddell PJ, Anderson JN: Effects of DNA methylation on nucleosome stability. Nucleic Acids Res. 2013, 41:2918-31.
- [30]Chandler SP, Guschin D, Landsberger N, Wolffe AP: The methyl-CpG binding transcriptional repressor MeCP2 stably associates with nucleosomal DNA. Biochemistry. 1999, 38:7008-18.
- [31]Scarsdale JN, Webb HD, Ginder GD, Williams DC Jr: Solution structure and dynamic analysis of chicken MBD2 methyl binding domain bound to a target-methylated DNA sequence. Nucleic Acids Res. 2011, 39:6741-52.
- [32]Fernandez AG, Anderson JN: Nucleosome positioning determinants. J Mol Biol. 2007, 371:649-68.
- [33]Florl AR, Löwer R, Schmitz-Dräger BJ, Schulz WA: DNA methylation and expression of LINE-1 and HERV-K provirus sequences in urothelial and renal cell carcinomas. Br J Cancer. 1999, 80:1312-21.
- [34]Florl AR, Steinhoff C, Muller M, Seifert HH, Hader C, Engers R, et al.: Coordinate hypermethylation at specific genes in prostate carcinoma precedes LINE-1 hypomethylation. Br J Cancer. 2004, 91:985-94.
- [35]Lee E, Iskow R, Yang L, Gokcumen O, Haseley P, Luquette LJ III, et al.: Landscape of somatic retrotransposition in human cancers. Science 2012, 337(6097):967-71. doi:10.1126/science.1222077
- [36]Rangwala SH, Zhang L, Kazazian HH Jr: Many LINE1 elements contribute to the transcriptome of human somatic cells. Genome Biol. 2009, 10:R100. BioMed Central Full Text
- [37]Belancio VP, Roy-Engel AM, Pochampally RR, Deininger P: Somatic expression of LINE-1 elements in human tissues. Nucleic Acids Res. 2010, 38:3909-22.
- [38]Singer H, Nusgen N, El-Maarri O: SIRPH: an HPLC-based SNuPE for quantitative methylation measurement at specific CpG sites. Methods Mol Biol. 2011, 791:89-100.
- [39]El-Maarri O, Herbiniaux U, Walter J, Oldenburg J: A rapid, quantitative, non-radioactive bisulfite-SNuPE- IP RP HPLC assay for methylation analysis at specific CpG sites. Nucleic Acids Res. 2002, 30:e25.
- [40]Pfaffl MW: A new mathematical model for relative quantification in real-time RT-PCR. Nucleic Acids Res. 2001, 29:2001-7.
- [41]Xie H, Wang M, de Andrade A, Bonaldo MF, Galat V, Arndt K, et al.: Genome-wide quantitative assessment of variation in DNA methylation patterns. Nucleic Acids Res. 2011, 39:4099-108.
- [42]Gupta S, Dennis J, Thurman RE, Kingston R, Stamatoyannopoulos JA, Noble WS: Predicting human nucleosome occupancy from primary sequence. PLoS Comput Biol. 2008, 4:e1000134.
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