Skip to main content
Log in

Association of hypomethylation of LINE-1 repetitive element in blood leukocyte DNA with an increased risk of hepatocellular carcinoma

  • Published:
Journal of Zhejiang University SCIENCE B Aims and scope Submit manuscript

Abstract

Global DNA hypomethylation has been associated with increased risk for cancers of the colorectum, bladder, breast, head and neck, and testicular germ cells. The aim of this study was to examine whether global hypomethylation in blood leukocyte DNA is associated with the risk of hepatocellular carcinoma (HCC). A total of 315 HCC cases and 356 age-, sex- and HBsAg status-matched controls were included. Global methylation in blood leukocyte DNA was estimated by analyzing long interspersed element-1 (LINE-1) repeats using bisulfite-polymerase chain reaction (PCR) and pyrosequencing. We observed that the median methylation level in HCC cases (percentage of 5-methylcytosine (5mC)=77.7%) was significantly lower than that in controls (79.5% 5mC) (P=0.004, Wilcoxon rank-sum test). The odds ratios (ORs) of HCC for individuals in the third, second, and first (lowest) quartiles of LINE-1 methylation were 1.1 (95% confidence interval (CI) 0.7–1.8), 1.4 (95% CI 0.8–2.2), and 2.6 (95% CI 1.7–4.1) (P for trend <0.001), respectively, compared to individuals in the fourth (highest) quartile. A 1.9-fold (95% CI 1.4–2.6) increased risk of HCC was observed among individuals with LINE-1 methylation below the median compared to individuals with higher (>median) LINE-1 methylation. Our results demonstrate for the first time that individuals with global hypomethylation measured in LINE-1 repeats in blood leukocyte DNA have an increased risk for HCC. Our data provide the evidence that global hypomethylation detected in the easily obtainable DNA source of blood leukocytes may help identify individuals at risk of HCC.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Bjornsson, H.T., Fallin, M.D., Feinberg, A.P., 2004. An integrated epigenetic and genetic approach to common human disease. Trends Genet., 20(8):350–358. [doi:10.1016/j.tig.2004.06.009]

    Article  PubMed  CAS  Google Scholar 

  • Bjornsson, H.T., Sigurdsson, M.I., Fallin, M.D., Irizarry, R.A., Aspelund, T., Cui, H., Yu, W., Rongione, M.A., Ekstrom, T.J., Harris, T.B., et al., 2008. Intra-individual change over time in DNA methylation with familial clustering. JAMA, 299(24):2877–2883. [doi:10.1001/jama.299.24.2877]

    Article  PubMed  CAS  Google Scholar 

  • Bollati, V., Baccarelli, A., Hou, L., Bonzini, M., Fustinoni, S., Cavallo, D., Byun, H.M., Jiang, J., Marinelli, B., Pesatori, A.C., et al., 2007. Changes in DNA methylation patterns in subjects exposed to low-dose benzene. Cancer Res., 67(3):876–880. [doi:10.1158/0008-5472.CAN-06-2995]

    Article  PubMed  CAS  Google Scholar 

  • Breton, C.V., Byun, H.M., Wenten, M., Pan, F., Yang, A., Gilliland, F.D., 2009. Prenatal tobacco smoke exposure affects global and gene-specific DNA methylation. Am. J. Respir. Crit. Care Med., 180(5):462–467. [doi:10.1164/rccm.200901-0135OC]

    Article  PubMed  CAS  Google Scholar 

  • Burden, A.F., Manley, N.C., Clark, A.D., Gartler, S.M., Laird, C.D., Hansen, R.S., 2005. Hemimethylation and non-CpG methylation levels in a promoter region of human LINE-1 (L1) repeated elements. J. Biol. Chem., 280(15):14413–14419. [doi:10.1074/jbc.M413836200]

    Article  PubMed  CAS  Google Scholar 

  • Cho, N.Y., Kim, B.H., Choi, M., Yoo, E.J., Moon, K.C., Cho, Y.M., Kim, D., Kang, G.H., 2007. Hypermethylation of CpG island loci and hypomethylation of LINE-1 and Alu repeats in prostate adenocarcinoma and their relationship to clinicopathological features. J. Pathol., 211(3): 269–277. [doi:10.1002/path.2106]

    Article  PubMed  CAS  Google Scholar 

  • Cho, Y.H., Yazici, H., Wu, H.C., Terry, M.B., Gonzalez, K., Qu, M., Dalay, N., Santella, R.M., 2010. Aberrant promoter hypermethylation and genomic hypomethylation in tumor, adjacent normal tissues and blood from breast cancer patients. Anticancer Res., 30(7):2489–2496.

    PubMed  CAS  Google Scholar 

  • Choi, J.Y., James, S.R., Link, P.A., McCann, S.E., Hong, C.C., Davis, W., Nesline, M.K., Ambrosone, C.B., Karpf, A.R., 2009. Association between global DNA hypomethylation in leukocytes and risk of breast cancer. Carcinogenesis, 30(11):1889–1897. [doi:10.1093/carcin/bgp143]

    Article  PubMed  CAS  Google Scholar 

  • Cordaux, R., Batzer, M.A., 2009. The impact of retrotransposons on human genome evolution. Nat. Rev. Genet., 10(10):691–703. [doi:10.1038/nrg2640]

    Article  PubMed  CAS  Google Scholar 

  • Das, P.M., Singal, R., 2004. DNA methylation and cancer. J. Clin. Oncol., 22(22):4632–4642. [doi:10.1200/JCO.2004.07.151]

    Article  PubMed  CAS  Google Scholar 

  • El-Maarri, O., Becker, T., Junen, J., Manzoor, S.S., Diaz-Lacava, A., Schwaab, R., Wienker, T., Oldenburg, J., 2007. 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., 122(5):505–514. [doi:10.1007/s00439-007-0430-3]

    Article  PubMed  CAS  Google Scholar 

  • Feinberg, A.P., Tycko, B., 2004. The history of cancer epigenetics. Nat. Rev. Cancer, 4(2):143–153. [doi:10.1038/nrc1279]

    Article  PubMed  CAS  Google Scholar 

  • Feinberg, A.P., Ohlsson, R., Henikoff, S., 2006. The epigenetic progenitor origin of human cancer. Nat. Rev. Genet., 7(1):21–33. [doi:10.1038/nrg1748]

    Article  PubMed  CAS  Google Scholar 

  • Formeister, E.J., Tsuchiya, M., Fujii, H., Shpyleva, S., Pogribny, I.P., Rusyn, I., 2010. Comparative analysis of promoter methylation and gene expression endpoints between tumorous and non-tumorous tissues from HCV-positive patients with hepatocellular carcinoma. Mutat. Res., 692(1–2):26–33. [doi:10.1016/j.mrfmmm.2010.07.013]

    PubMed  CAS  Google Scholar 

  • Gaudet, F., Hodgson, J.G., Eden, A., Jackson-Grusby, L., Dausman, J., Gray, J.W., Leonhardt, H., Jaenisch, R., 2003. Induction of tumors in mice by genomic hypomethylation. Science, 300(5618):489–492. [doi:10.1126/science.1083558]

    Article  PubMed  CAS  Google Scholar 

  • Gluckman, P.D., Hanson, M.A., Cooper, C., Thornburg, K.L., 2008. Effect of in utero and early-life conditions on adult health and disease. N. Engl. J. Med., 359(1):61–73. [doi:10.1056/NEJMra0708473]

    Article  PubMed  CAS  Google Scholar 

  • Gomaa, A.I., Khan, S.A., Toledano, M.B., Waked, I., Taylor-Robinson, S.D., 2008. Hepatocellular carcinoma: epidemiology, risk factors and pathogenesis. World J. Gastroenterol., 14(27):4300–4308. [doi:10.3748/wjg.14.4300]

    Article  PubMed  Google Scholar 

  • Hillemacher, T., Frieling, H., Moskau, S., Muschler, M.A., Semmler, A., Kornhuber, J., Klockgether, T., Bleich, S., Linnebank, M., 2008. Global DNA methylation is influenced by smoking behaviour. Eur. Neuropsychopharmacol., 18(4):295–298. [doi:10.1016/j.euroneuro.2007.12.005]

    Article  PubMed  CAS  Google Scholar 

  • Hsieh, C.L., 2000. Dynamics of DNA methylation pattern. Curr. Opin. Genet. Dev., 10(2):224–228. [doi:10.1016/S0959-437X(00)00064-2]

    Article  PubMed  CAS  Google Scholar 

  • Hsiung, D.T., Marsit, C.J., Houseman, E.A., Eddy, K., Furniss, C.S., McClean, M.D., Kelsey, K.T., 2007. Global DNA methylation level in whole blood as a biomarker in head and neck squamous cell carcinoma. Cancer Epidemiol. Biomarkers Prev., 16(1):108–114. [doi:10.1158/1055-9965.EPI-06-0636]

    Article  PubMed  Google Scholar 

  • Iskow, R.C., McCabe, M.T., Mills, R.E., Torene, S., Pittard, W.S., Neuwald, A.F., van Meir, E.G., Vertino, P.M., Devine, S.E., 2010. Natural mutagenesis of human genomes by endogenous retrotransposons. Cell, 141(7): 1253–1261. [doi:10.1016/j.cell.2010.05.020]

    Article  PubMed  CAS  Google Scholar 

  • Kim, Y.J., Lee, H.S., 2005. Single nucleotide polymorphisms associated with hepatocellular carcinoma in patients with chronic hepatitis B virus infection. Intervirology, 48(1): 10–15. [doi:10.1159/000082089]

    Article  PubMed  CAS  Google Scholar 

  • Lander, E.S., Linton, L.M., Birren, B., Nusbaum, C., Zody, M.C., Baldwin, J., Devon, K., Dewar, K., Doyle, M., FitzHugh, W., et al., 2001. Initial sequencing and analysis of the human genome. Nature, 409(6822):860–921. [doi:10.1038/35057062]

    Article  PubMed  CAS  Google Scholar 

  • Lee, H.S., Kim, B.H., Cho, N.Y., Yoo, E.J., Choi, M., Shin, S.H., Jang, J.J., Suh, K.S., Kim, Y.S., Kang, G.H., 2009. Prognostic implications of and relationship between CpG island hypermethylation and repetitive DNA hypomethylation in hepatocellular carcinoma. Clin. Cancer Res., 15(3):812–820. [doi:10.1158/1078-0432.CCR-08-0266]

    Article  PubMed  CAS  Google Scholar 

  • Lei, H.J., Chau, G.Y., Lui, W.Y., Tsay, S.H., King, K.L., Loong, C.C., Wu, C.W., 2006. Prognostic value and clinical relevance of the 6th Edition 2002 American Joint Committee on Cancer staging system in patients with resectable hepatocellular carcinoma. J. Am. Coll. Surg., 203(4):426–435. [doi:10.1016/j.jamcollsurg.2006.06.030]

    Article  PubMed  Google Scholar 

  • Lim, U., Flood, A., Choi, S.W., Albanes, D., Cross, A.J., Schatzkin, A., Sinha, R., Katki, H.A., Cash, B., Schoenfeld, P., et al., 2008. Genomic methylation of leukocyte DNA in relation to colorectal adenoma among asymptomatic women. Gastroenterology, 134(1):47–55. [doi:10.1053/j.gastro.2007.10.013]

    Article  PubMed  Google Scholar 

  • Liu, F., Killian, J.K., Yang, M., Walker, R.L., Hong, J.A., Zhang, M., Davis, S., Zhang, Y., Hussain, M., Xi, S., et al., 2010. Epigenomic alterations and gene expression profiles in respiratory epithelia exposed to cigarette smoke condensate. Oncogene, 29(25):3650–3664. [doi: 10.1038/onc.2010.129]

    Article  PubMed  CAS  Google Scholar 

  • Mirabello, L., Savage, S.A., Korde, L., Gadalla, S.M., Greene, M.H., 2010. LINE-1 methylation is inherited in familial testicular cancer kindreds. BMC Med. Genet., 11(1):77. [doi:10.1186/1471-2350-11-77]

    Article  PubMed  Google Scholar 

  • Moore, L.E., Pfeiffer, R.M., Poscablo, C., Real, F.X., Kogevinas, M., Silverman, D., Garcia-Closas, R., Chanock, S., Tardon, A., Serra, C., et al., 2008. Genomic DNA hypomethylation as a biomarker for bladder cancer susceptibility in the Spanish bladder cancer study: a case-control study. Lancet Oncol., 9(4):359–366. [doi:10.1016/S1470-2045(08)70038-X]

    Article  PubMed  CAS  Google Scholar 

  • Morgan, T.R., Mandayam, S., Jamal, M.M., 2004. Alcohol and hepatocellular carcinoma. Gastroenterology, 127(5):S87–S96. [doi:10.1053/j.gastro.2004.09.020]

    Article  PubMed  CAS  Google Scholar 

  • Ogino, S., Kawasaki, T., Nosho, K., Ohnishi, M., Suemoto, Y., Kirkner, G.J., Fuchs, C.S., 2008. LINE-1 hypomethylation is inversely associated with microsatellite instability and CpG island methylator phenotype in colorectal cancer. Int. J. Cancer, 122(12):2767–2773. [doi:10.1002/ijc.23470]

    Article  PubMed  CAS  Google Scholar 

  • Okuda, H., 2007. Hepatocellular carcinoma development in cirrhosis. Best Pract. Res. Clin. Gastroenterol., 21(1): 161–173. [doi:10.1016/j.bpg.2006.07.002]

    Article  PubMed  Google Scholar 

  • Parkin, D.M., Bray, F., Ferlay, J., Pisani, P., 2005. Global cancer statistics, 2002. CA Cancer J. Clin., 55(2):74–108. [doi:10.3322/canjclin.55.2.74]

    Article  PubMed  Google Scholar 

  • Pufulete, M., Al-Ghnaniem, R., Leather, A.J., Appleby, P., Gout, S., Terry, C., Emery, P.W., Sanders, T.A., 2003. Folate status, genomic DNA hypomethylation, and risk of colorectal adenoma and cancer: a case control study. Gastroenterology, 124(5):1240–1248. [doi:10.1016/S0016-5085(03)00279-8]

    Article  PubMed  CAS  Google Scholar 

  • Rusiecki, J.A., Baccarelli, A., Bollati, V., Tarantini, L., Moore, L.E., Bonefeld-Jorgensen, E.C., 2008. Global DNA hypomethylation is associated with high serum-persistent organic pollutants in Greenlandic Inuit. Environ. Health Perspect., 116(11):1547–1552. [doi:10.1289/ehp.11338]

    Article  PubMed  CAS  Google Scholar 

  • Schernhammer, E.S., Giovannucci, E., Kawasaki, T., Rosner, B., Fuchs, C.S., Ogino, S., 2010. Dietary folate, alcohol and B vitamins in relation to LINE-1 hypomethylation in colon cancer. Gut, 59(6):794–799. [doi:10.1136/gut.2009.183707]

    Article  PubMed  CAS  Google Scholar 

  • Shariff, M.I., Cox, I.J., Gomaa, A.I., Khan, S.A., Gedroyc, W., Taylor-Robinson, S.D., 2009. Hepatocellular carcinoma: current trends in worldwide epidemiology, risk factors, diagnosis and therapeutics. Expert Rev. Gastroenterol. Hepatol., 3(4):353–367. [doi:10.1586/egh.09.35]

    Article  PubMed  Google Scholar 

  • Suzuki, H., Toyota, M., Sato, H., Sonoda, T., Sakauchi, F., Mori, M., 2006. Roles and causes of abnormal DNA methylation in gastrointestinal cancers. Asian Pac. J. Cancer Prev., 7(2):177–185.

    PubMed  Google Scholar 

  • Tangkijvanich, P., Hourpai, N., Rattanatanyong, P., Wisedopas, N., Mahachai, V., Mutirangura, A., 2007. Serum LINE-1 hypomethylation as a potential prognostic marker for hepatocellular carcinoma. Clin. Chim. Acta, 379(1–2): 127–133. [doi:10.1016/j.cca.2006.12.029]

    Article  PubMed  CAS  Google Scholar 

  • Tarantini, L., Bonzini, M., Apostoli, P., Pegoraro, V., Bollati, V., Marinelli, B., Cantone, L., Rizzo, G., Hou, L., Schwartz, J., et al., 2009. Effects of particulate matter on genomic DNA methylation content and iNOS promoter methylation. Environ. Health Perspect., 117(2):217–222. [doi:10.1289/ehp.11898]

    PubMed  CAS  Google Scholar 

  • Thomas, G.A., Williams, E.D., 1992. Production of thyroid tumours in mice by demethylating agents. Carcinogenesis, 13(6):1039–1042. [doi:10.1093/carcin/13.6.1039]

    Article  PubMed  CAS  Google Scholar 

  • Wan, Y.J., Li, Y.Y., Xia, W., Chen, J., Lv, Z.Q., Zeng, H.C., Zhang, L., Yang, W.J., Chen, T., Lin, Y., et al., 2010. Alterations in tumor biomarker GSTP gene methylation patterns induced by prenatal exposure to PFOS. Toxicology, 274(1–3):57–64. [doi:10.1016/j.tox.2010.05.006]

    Article  PubMed  CAS  Google Scholar 

  • Weisenberger, D.J., Campan, M., Long, T.I., Kim, M., Woods, C., Fiala, E., Ehrlich, M., Laird, P.W., 2005. Analysis of repetitive element DNA methylation by MethyLight. Nucleic Acids Res., 33(21):6823–6836. [doi:10.1093/nar/gki987]

    Article  PubMed  CAS  Google Scholar 

  • Wilson, M.J., Shivapurkar, N., Poirier, L.A., 1984. Hypomethylation of hepatic nuclear DNA in rats fed with a carcinogenic methyl-deficient diet. Biochem. J., 218(3): 987–990.

    PubMed  CAS  Google Scholar 

  • Wolff, E.M., Byun, H.M., Han, H.F., Sharma, S., Nichols, P.W., Siegmund, K.D., Yang, A.S., Jones, P.A., Liang, G., 2010. Hypomethylation of a LINE-1 promoter activates an alternate transcript of the MET oncogene in bladders with cancer. PLoS Genet., 6(4):e1000917. [doi:10. 1371/journal.pgen.1000917]

    Article  PubMed  Google Scholar 

  • Yang, A.S., Estecio, M.R., Doshi, K., Kondo, Y., Tajara, E.H., Issa, J.P., 2004. A simple method for estimating global DNA methylation using bisulfite PCR of repetitive DNA elements. Nucleic Acids Res., 32(3):e38. [doi:10.1093/nar/gnh032]

    Article  PubMed  Google Scholar 

  • Zhu, Z.Z., Sparrow, D., Hou, L., Tarantini, L., Bollati, V., Litonjua, A.A., Zanobetti, A., Vokonas, P., Wright, R.O., Baccarelli, A., et al., 2011. Repetitive element hypomethylation in blood leukocyte DNA and cancer incidence, prevalence, and mortality in elderly individuals: the normative aging study. Cancer Causes Control, 22(3):437–447. [doi:10.1007/s10552-010-9715-2]

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Pin Zhang.

Additional information

The two authors contributed equally to this work

Rights and permissions

Reprints and permissions

About this article

Cite this article

Di, Jz., Han, Xd., Gu, Wy. et al. Association of hypomethylation of LINE-1 repetitive element in blood leukocyte DNA with an increased risk of hepatocellular carcinoma. J. Zhejiang Univ. Sci. B 12, 805–811 (2011). https://doi.org/10.1631/jzus.B1000422

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1631/jzus.B1000422

Key words

CLC number

Navigation