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Published in: Tumor Biology 8/2016

01-08-2016 | Original Article

Association between the CpG island methylator phenotype and its prognostic significance in primary pulmonary adenocarcinoma

Authors: Young Wha Koh, Sung-Min Chun, Young-Soo Park, Joon Seon Song, Geon Kook Lee, Shin Kwang Khang, Se Jin Jang

Published in: Tumor Biology | Issue 8/2016

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Abstract

Aberrant methylation of promoter CpG islands is one of the most important inactivation mechanisms for tumor suppressor and tumor-related genes. Previous studies using genome-wide DNA methylation microarray analysis have suggested the existence of a CpG island methylator phenotype (CIMP) in lung adenocarcinomas. Although the biological behavior of these tumors varies according to tumor stage, no large-scale study has examined the CIMP in lung adenocarcinoma patients according to tumor stage. Furthermore, there have been no reported results regarding the clinical significance of each of the six CIMP markers. To examine the CIMP in patients with pulmonary adenocarcinoma after a surgical resection, we performed methylation analysis of six genes (CCNA1, ACAN, GFRA1, EDARADD, MGC45800, and p16 INK4A) in 230 pulmonary adenocarcinoma cases using the SEQUENOM MassARRAY platform. Fifty-four patients (28 %, 54/191) were in the CIMP-high (CIMP-H) group associated with high nodal stage (P = 0.007), the presence of micropapillary or solid histology (P = 0.003), and the absence of an epidermal growth factor receptor (EGFR) mutation (P = 0.002). By multivariate analysis, CIMP was an independent prognostic marker for overall survival (OS) and disease-specific survival (P = 0.03 and P = 0.43, respectively). In the stage I subgroups alone, CIMP-H patients had lower OS rates than the CIMP-low (CIMP-L) group (P = 0.041). Of the six CIMP markers, ACAN alone was significantly associated with patient survival. CIMP predicted the risk of progression independently of clinicopathological variables and enables the stratification of pulmonary adenocarcinoma patients, particularly among stage I cases.
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Literature
1.
go back to reference Levi F, Franceschi S, La Vecchia C, Randimbison L, Te VC. Lung carcinoma trends by histologic type in Vaud and Neuchatel, Switzerland, 1974–1994. Cancer. 1997;79:906–14.CrossRefPubMed Levi F, Franceschi S, La Vecchia C, Randimbison L, Te VC. Lung carcinoma trends by histologic type in Vaud and Neuchatel, Switzerland, 1974–1994. Cancer. 1997;79:906–14.CrossRefPubMed
2.
3.
go back to reference Freedman ND, Leitzmann MF, Hollenbeck AR, Schatzkin A, Abnet CC. Cigarette smoking and subsequent risk of lung cancer in men and women: analysis of a prospective cohort study. Lancet Oncol. 2008;9:649–56.CrossRefPubMedPubMedCentral Freedman ND, Leitzmann MF, Hollenbeck AR, Schatzkin A, Abnet CC. Cigarette smoking and subsequent risk of lung cancer in men and women: analysis of a prospective cohort study. Lancet Oncol. 2008;9:649–56.CrossRefPubMedPubMedCentral
4.
go back to reference Shepherd FA, Rodrigues Pereira J, Ciuleanu T, Tan EH, Hirsh V, Thongprasert S, et al. Erlotinib in previously treated non-small-cell lung cancer. N Engl J Med. 2005;353:123–32.CrossRefPubMed Shepherd FA, Rodrigues Pereira J, Ciuleanu T, Tan EH, Hirsh V, Thongprasert S, et al. Erlotinib in previously treated non-small-cell lung cancer. N Engl J Med. 2005;353:123–32.CrossRefPubMed
5.
go back to reference Timar J. The clinical relevance of KRAS gene mutation in non-small-cell lung cancer. Curr Opin Oncol. 2014;26:138–44.CrossRefPubMed Timar J. The clinical relevance of KRAS gene mutation in non-small-cell lung cancer. Curr Opin Oncol. 2014;26:138–44.CrossRefPubMed
6.
go back to reference Shaw AT, Kim DW, Nakagawa K, Seto T, Crino L, Ahn MJ, et al. Crizotinib versus chemotherapy in advanced ALK-positive lung cancer. N Engl J Med. 2013;368:2385–94.CrossRefPubMed Shaw AT, Kim DW, Nakagawa K, Seto T, Crino L, Ahn MJ, et al. Crizotinib versus chemotherapy in advanced ALK-positive lung cancer. N Engl J Med. 2013;368:2385–94.CrossRefPubMed
8.
go back to reference Network CGAR. Comprehensive molecular profiling of lung adenocarcinoma. Nature. 2014;511:543–50.CrossRef Network CGAR. Comprehensive molecular profiling of lung adenocarcinoma. Nature. 2014;511:543–50.CrossRef
10.
go back to reference Toyota M, Ahuja N, Ohe-Toyota M, Herman JG, Baylin SB, Issa JP. Cpg island methylator phenotype in colorectal cancer. Proc Natl Acad Sci U S A. 1999;96:8681–6.CrossRefPubMedPubMedCentral Toyota M, Ahuja N, Ohe-Toyota M, Herman JG, Baylin SB, Issa JP. Cpg island methylator phenotype in colorectal cancer. Proc Natl Acad Sci U S A. 1999;96:8681–6.CrossRefPubMedPubMedCentral
11.
go back to reference Weisenberger DJ, Siegmund KD, Campan M, Young J, Long TI, Faasse MA, et al. CpG island methylator phenotype underlies sporadic microsatellite instability and is tightly associated with BRAF mutation in colorectal cancer. Nat Genet. 2006;38:787–93.CrossRefPubMed Weisenberger DJ, Siegmund KD, Campan M, Young J, Long TI, Faasse MA, et al. CpG island methylator phenotype underlies sporadic microsatellite instability and is tightly associated with BRAF mutation in colorectal cancer. Nat Genet. 2006;38:787–93.CrossRefPubMed
12.
go back to reference Suzuki M, Shigematsu H, Iizasa T, Hiroshima K, Nakatani Y, Minna JD, et al. Exclusive mutation in epidermal growth factor receptor gene, HER-2, and KRAS, and synchronous methylation of nonsmall cell lung cancer. Cancer. 2006;106:2200–7.CrossRefPubMed Suzuki M, Shigematsu H, Iizasa T, Hiroshima K, Nakatani Y, Minna JD, et al. Exclusive mutation in epidermal growth factor receptor gene, HER-2, and KRAS, and synchronous methylation of nonsmall cell lung cancer. Cancer. 2006;106:2200–7.CrossRefPubMed
13.
go back to reference Marsit CJ, Houseman EA, Christensen BC, Eddy K, Bueno R, Sugarbaker DJ, et al. Examination of a CpG island methylator phenotype and implications of methylation profiles in solid tumors. Cancer Res. 2006;66:10621–9.CrossRefPubMed Marsit CJ, Houseman EA, Christensen BC, Eddy K, Bueno R, Sugarbaker DJ, et al. Examination of a CpG island methylator phenotype and implications of methylation profiles in solid tumors. Cancer Res. 2006;66:10621–9.CrossRefPubMed
14.
go back to reference Liu Z, Zhao J, Chen XF, Li W, Liu R, Lei Z, et al. Cpg island methylator phenotype involving tumor suppressor genes located on chromosome 3p in non-small cell lung cancer. Lung Cancer. 2008;62:15–22.CrossRefPubMed Liu Z, Zhao J, Chen XF, Li W, Liu R, Lei Z, et al. Cpg island methylator phenotype involving tumor suppressor genes located on chromosome 3p in non-small cell lung cancer. Lung Cancer. 2008;62:15–22.CrossRefPubMed
15.
go back to reference Suzuki M, Wada H, Yoshino M, Tian L, Shigematsu H, Suzuki H, et al. Molecular characterization of chronic obstructive pulmonary disease-related non-small cell lung cancer through aberrant methylation and alterations of EGFR signaling. Ann Surg Oncol. 2010;17:878–88.CrossRefPubMed Suzuki M, Wada H, Yoshino M, Tian L, Shigematsu H, Suzuki H, et al. Molecular characterization of chronic obstructive pulmonary disease-related non-small cell lung cancer through aberrant methylation and alterations of EGFR signaling. Ann Surg Oncol. 2010;17:878–88.CrossRefPubMed
16.
go back to reference Zhang Y, Wang R, Song H, Huang G, Yi J, Zheng Y, et al. Methylation of multiple genes as a candidate biomarker in non-small cell lung cancer. Cancer Lett. 2011;303:21–8.CrossRefPubMed Zhang Y, Wang R, Song H, Huang G, Yi J, Zheng Y, et al. Methylation of multiple genes as a candidate biomarker in non-small cell lung cancer. Cancer Lett. 2011;303:21–8.CrossRefPubMed
17.
go back to reference Shinjo K, Okamoto Y, An B, Yokoyama T, Takeuchi I, Fujii M, et al. Integrated analysis of genetic and epigenetic alterations reveals CpG island methylator phenotype associated with distinct clinical characters of lung adenocarcinoma. Carcinogenesis. 2012;33:1277–85.CrossRefPubMed Shinjo K, Okamoto Y, An B, Yokoyama T, Takeuchi I, Fujii M, et al. Integrated analysis of genetic and epigenetic alterations reveals CpG island methylator phenotype associated with distinct clinical characters of lung adenocarcinoma. Carcinogenesis. 2012;33:1277–85.CrossRefPubMed
18.
go back to reference Choi S, Kim HR, Sung CO, Kim J, Kim S, Ahn SM, Choi CM, Chun SM, Choi EK, Kim SW, Kim YH, Lee JY, Song JS, Kim D, Haq F, Lee SY, Lee JE, Jung WR, Jang HY, Yang E, Lee C, Yu E, Kong G, Baek D, Jang SJ: Genomic alterations in the rb pathway indicate prognostic outcomes of early-stage lung adenocarcinoma. Clin Cancer Res. 2015;21:2613–23. Choi S, Kim HR, Sung CO, Kim J, Kim S, Ahn SM, Choi CM, Chun SM, Choi EK, Kim SW, Kim YH, Lee JY, Song JS, Kim D, Haq F, Lee SY, Lee JE, Jung WR, Jang HY, Yang E, Lee C, Yu E, Kong G, Baek D, Jang SJ: Genomic alterations in the rb pathway indicate prognostic outcomes of early-stage lung adenocarcinoma. Clin Cancer Res. 2015;21:2613–23.
19.
go back to reference Travis WD, Brambilla E, Noguchi M, Nicholson AG, Geisinger K, Yatabe Y, et al. International association for the study of lung cancer/American Thoracic Society/European Respiratory Society: international multidisciplinary classification of lung adenocarcinoma: executive summary. Proc Am Thorac Soc. 2011;8:381–5.CrossRefPubMed Travis WD, Brambilla E, Noguchi M, Nicholson AG, Geisinger K, Yatabe Y, et al. International association for the study of lung cancer/American Thoracic Society/European Respiratory Society: international multidisciplinary classification of lung adenocarcinoma: executive summary. Proc Am Thorac Soc. 2011;8:381–5.CrossRefPubMed
20.
go back to reference Ulirsch J, Fan C, Knafl G, Wu MJ, Coleman B, Perou CM, et al. Vimentin DNA methylation predicts survival in breast cancer. Breast Cancer Res Treat. 2013;137:383–96.CrossRefPubMed Ulirsch J, Fan C, Knafl G, Wu MJ, Coleman B, Perou CM, et al. Vimentin DNA methylation predicts survival in breast cancer. Breast Cancer Res Treat. 2013;137:383–96.CrossRefPubMed
21.
go back to reference Hwang JA, Kim Y, Hong SH, Lee J, Cho YG, Han JY, et al. Epigenetic inactivation of heparan sulfate (glucosamine) 3-o-sulfotransferase 2 in lung cancer and its role in tumorigenesis. PLoS One. 2013;8:e79634.CrossRefPubMedPubMedCentral Hwang JA, Kim Y, Hong SH, Lee J, Cho YG, Han JY, et al. Epigenetic inactivation of heparan sulfate (glucosamine) 3-o-sulfotransferase 2 in lung cancer and its role in tumorigenesis. PLoS One. 2013;8:e79634.CrossRefPubMedPubMedCentral
22.
go back to reference Bacalini MG, Pacilli A, Giuliani C, Penzo M, Trere D, Pirazzini C, et al. The nucleolar size is associated to the methylation status of ribosomal DNA in breast carcinomas. BMC Cancer. 2014;14:361.CrossRefPubMedPubMedCentral Bacalini MG, Pacilli A, Giuliani C, Penzo M, Trere D, Pirazzini C, et al. The nucleolar size is associated to the methylation status of ribosomal DNA in breast carcinomas. BMC Cancer. 2014;14:361.CrossRefPubMedPubMedCentral
23.
go back to reference Coolen MW, Statham AL, Gardiner-Garden M, Clark SJ. Genomic profiling of CpG methylation and allelic specificity using quantitative high-throughput mass spectrometry: critical evaluation and improvements. Nucleic Acids Res. 2007;35:e119.CrossRefPubMedPubMedCentral Coolen MW, Statham AL, Gardiner-Garden M, Clark SJ. Genomic profiling of CpG methylation and allelic specificity using quantitative high-throughput mass spectrometry: critical evaluation and improvements. Nucleic Acids Res. 2007;35:e119.CrossRefPubMedPubMedCentral
24.
go back to reference Martini N, Bains MS, Burt ME, Zakowski MF, McCormack P, Rusch VW, et al. Incidence of local recurrence and second primary tumors in resected stage I lung cancer. J Thorac Cardiovasc Surg. 1995;109:120–9.CrossRefPubMed Martini N, Bains MS, Burt ME, Zakowski MF, McCormack P, Rusch VW, et al. Incidence of local recurrence and second primary tumors in resected stage I lung cancer. J Thorac Cardiovasc Surg. 1995;109:120–9.CrossRefPubMed
25.
go back to reference Mountain CF. Revisions in the international system for staging lung cancer. Chest. 1997;111:1710–7.CrossRefPubMed Mountain CF. Revisions in the international system for staging lung cancer. Chest. 1997;111:1710–7.CrossRefPubMed
27.
go back to reference Scagliotti GV, Fossati R, Torri V, Crino L, Giaccone G, Silvano G, et al. Randomized study of adjuvant chemotherapy for completely resected stage I, II, or IIIA non-small-cell lung cancer. J Natl Cancer Inst. 2003;95:1453–61.CrossRefPubMed Scagliotti GV, Fossati R, Torri V, Crino L, Giaccone G, Silvano G, et al. Randomized study of adjuvant chemotherapy for completely resected stage I, II, or IIIA non-small-cell lung cancer. J Natl Cancer Inst. 2003;95:1453–61.CrossRefPubMed
28.
go back to reference Winton T, Livingston R, Johnson D, Rigas J, Johnston M, Butts C, et al. Vinorelbine plus cisplatin vs. observation in resected non-small-cell lung cancer. N Engl J Med. 2005;352:2589–97.CrossRefPubMed Winton T, Livingston R, Johnson D, Rigas J, Johnston M, Butts C, et al. Vinorelbine plus cisplatin vs. observation in resected non-small-cell lung cancer. N Engl J Med. 2005;352:2589–97.CrossRefPubMed
29.
go back to reference Pignon JP, Tribodet H, Scagliotti GV, Douillard JY, Shepherd FA, Stephens RJ, et al. Lung adjuvant cisplatin evaluation: a pooled analysis by the lace collaborative group. J Clin Oncol. 2008;26:3552–9.CrossRefPubMed Pignon JP, Tribodet H, Scagliotti GV, Douillard JY, Shepherd FA, Stephens RJ, et al. Lung adjuvant cisplatin evaluation: a pooled analysis by the lace collaborative group. J Clin Oncol. 2008;26:3552–9.CrossRefPubMed
30.
go back to reference Strauss GM, Herndon 2nd JE, Maddaus MA, Johnstone DW, Johnson EA, Harpole DH, et al. Adjuvant paclitaxel plus carboplatin compared with observation in stage Ib non-small-cell lung cancer: Calgb 9633 with the cancer and leukemia group b, radiation therapy oncology group, and north central cancer treatment group study groups. J Clin Oncol. 2008;26:5043–51.CrossRefPubMedPubMedCentral Strauss GM, Herndon 2nd JE, Maddaus MA, Johnstone DW, Johnson EA, Harpole DH, et al. Adjuvant paclitaxel plus carboplatin compared with observation in stage Ib non-small-cell lung cancer: Calgb 9633 with the cancer and leukemia group b, radiation therapy oncology group, and north central cancer treatment group study groups. J Clin Oncol. 2008;26:5043–51.CrossRefPubMedPubMedCentral
31.
go back to reference Skandalis SS, Theocharis AD, Theocharis DA, Papadas T, Vynios DH, Papageorgakopoulou N. Matrix proteoglycans are markedly affected in advanced laryngeal squamous cell carcinoma. Biochim Biophys Acta. 2004;1689:152–61.CrossRefPubMed Skandalis SS, Theocharis AD, Theocharis DA, Papadas T, Vynios DH, Papageorgakopoulou N. Matrix proteoglycans are markedly affected in advanced laryngeal squamous cell carcinoma. Biochim Biophys Acta. 2004;1689:152–61.CrossRefPubMed
32.
go back to reference Filou S, Stylianou M, Triantaphyllidou IE, Papadas T, Mastronikolis NS, Goumas PD, et al. Expression and distribution of aggrecanases in human larynx: Adamts-5/aggrecanase-2 is the main aggrecanase in laryngeal carcinoma. Biochimie. 2013;95:725–34.CrossRefPubMed Filou S, Stylianou M, Triantaphyllidou IE, Papadas T, Mastronikolis NS, Goumas PD, et al. Expression and distribution of aggrecanases in human larynx: Adamts-5/aggrecanase-2 is the main aggrecanase in laryngeal carcinoma. Biochimie. 2013;95:725–34.CrossRefPubMed
33.
go back to reference Sumiyoshi S, Yoshizawa A, Sonobe M, Kobayashi M, Fujimoto M, Tsuruyama T, et al. Pulmonary adenocarcinomas with micropapillary component significantly correlate with recurrence, but can be well controlled with EGFR tyrosine kinase inhibitors in the early stages. Lung Cancer. 2013;81:53–9.CrossRefPubMed Sumiyoshi S, Yoshizawa A, Sonobe M, Kobayashi M, Fujimoto M, Tsuruyama T, et al. Pulmonary adenocarcinomas with micropapillary component significantly correlate with recurrence, but can be well controlled with EGFR tyrosine kinase inhibitors in the early stages. Lung Cancer. 2013;81:53–9.CrossRefPubMed
34.
go back to reference Koga K, Hamasaki M, Kato F, Aoki M, Hayashi H, Iwasaki A, et al. Association of c-met phosphorylation with micropapillary pattern and small cluster invasion in pt1-size lung adenocarcinoma. Lung Cancer. 2013;82:413–9.CrossRefPubMed Koga K, Hamasaki M, Kato F, Aoki M, Hayashi H, Iwasaki A, et al. Association of c-met phosphorylation with micropapillary pattern and small cluster invasion in pt1-size lung adenocarcinoma. Lung Cancer. 2013;82:413–9.CrossRefPubMed
35.
go back to reference Song Z, Zhu H, Guo Z, Wu W, Sun W, Zhang Y. Correlation of EGFR mutation and predominant histologic subtype according to the new lung adenocarcinoma classification in Chinese patients. Med Oncol. 2013;30:645.CrossRefPubMed Song Z, Zhu H, Guo Z, Wu W, Sun W, Zhang Y. Correlation of EGFR mutation and predominant histologic subtype according to the new lung adenocarcinoma classification in Chinese patients. Med Oncol. 2013;30:645.CrossRefPubMed
36.
go back to reference Li H, Pan Y, Li Y, Li C, Wang R, Hu H, et al. Frequency of well-identified oncogenic driver mutations in lung adenocarcinoma of smokers varies with histological subtypes and graduated smoking dose. Lung Cancer. 2013;79:8–13.CrossRefPubMed Li H, Pan Y, Li Y, Li C, Wang R, Hu H, et al. Frequency of well-identified oncogenic driver mutations in lung adenocarcinoma of smokers varies with histological subtypes and graduated smoking dose. Lung Cancer. 2013;79:8–13.CrossRefPubMed
37.
go back to reference Russell PA, Barnett SA, Walkiewicz M, Wainer Z, Conron M, Wright GM, et al. Correlation of mutation status and survival with predominant histologic subtype according to the new IASLC/ATS/ERS lung adenocarcinoma classification in stage III (n2) patients. J Thorac Oncol. 2013;8:461–8.CrossRefPubMed Russell PA, Barnett SA, Walkiewicz M, Wainer Z, Conron M, Wright GM, et al. Correlation of mutation status and survival with predominant histologic subtype according to the new IASLC/ATS/ERS lung adenocarcinoma classification in stage III (n2) patients. J Thorac Oncol. 2013;8:461–8.CrossRefPubMed
38.
go back to reference Handa V, Jeltsch A. Profound flanking sequence preference of dnmt3a and dnmt3b mammalian DNA methyltransferases shape the human epigenome. J Mol Biol. 2005;348:1103–12.CrossRefPubMed Handa V, Jeltsch A. Profound flanking sequence preference of dnmt3a and dnmt3b mammalian DNA methyltransferases shape the human epigenome. J Mol Biol. 2005;348:1103–12.CrossRefPubMed
39.
go back to reference Oka M, Rodic N, Graddy J, Chang LJ, Terada N. CpG sites preferentially methylated by dnmt3a in vivo. J Biol Chem. 2006;281:9901–8.CrossRefPubMed Oka M, Rodic N, Graddy J, Chang LJ, Terada N. CpG sites preferentially methylated by dnmt3a in vivo. J Biol Chem. 2006;281:9901–8.CrossRefPubMed
Metadata
Title
Association between the CpG island methylator phenotype and its prognostic significance in primary pulmonary adenocarcinoma
Authors
Young Wha Koh
Sung-Min Chun
Young-Soo Park
Joon Seon Song
Geon Kook Lee
Shin Kwang Khang
Se Jin Jang
Publication date
01-08-2016
Publisher
Springer Netherlands
Published in
Tumor Biology / Issue 8/2016
Print ISSN: 1010-4283
Electronic ISSN: 1423-0380
DOI
https://doi.org/10.1007/s13277-016-4932-2

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