Discovery and validation of candidate host DNA methylation markers for detection of cervical precancer and cancer

被引:65
作者
Clarke, Megan A. [1 ]
Luhn, Patricia [2 ]
Gage, Julia C. [1 ]
Bodelon, Clara [1 ]
Dunn, S. Terence [3 ]
Walker, Joan [3 ]
Zuna, Rosemary [3 ]
Hewitt, Stephen [4 ]
Killian, J. Keith [4 ]
Yan, Liying [5 ]
Miller, Andrew [5 ]
Schiffman, Mark [1 ]
Wentzensen, Nicolas [1 ]
机构
[1] NCI, Div Canc Epidemiol & Genet, 9609 Med Ctr Dr,Room 6E552, Bethesda, MD 20892 USA
[2] Genentech Inc, San Francisco, CA 94080 USA
[3] Univ Oklahoma, Hlth Sci Ctr, Dept Pathol, Oklahoma City, OK USA
[4] NCI, Ctr Canc Res, Bethesda, MD 20892 USA
[5] EpigenDx Inc, Hopkinton, MA USA
关键词
methylation; cervical cancer; human papillomavirus; next-generation sequencing; pyrosequencing; HPV-POSITIVE WOMEN; GENOME-WIDE METHYLATION; SQUAMOUS-CELL CARCINOMA; EARLY END-POINTS; INTRAEPITHELIAL NEOPLASIA; PROMOTER METHYLATION; FOLLOW-UP; RISK; TRIAGE; BIOMARKERS;
D O I
10.1002/ijc.30781
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Human papillomavirus (HPV) testing has been recently introduced as an alternative to cytology for cervical cancer screening. However, since most HPV infections clear without causing clinically relevant lesions, additional triage tests are required to identify women who are at high risk of developing cancer. We performed DNA methylation profiling on formalin-fixed, paraffin-embedded tissue specimens from women with benign HPV16 infection and histologically confirmed cervical intraepithelial neoplasia grade 3, and cancer using a bead-based microarray covering 1,500 CpG sites in over 800 genes. Methylation levels in individual CpG sites were compared using a t-test, and results were summarized by computing p-values. A total of 12 candidate genes (ADCYAP1, ASCL1, ATP10, CADM1, DCC, DBC1, HS3ST2, MOS, MYOD1, SOX1, SOX17 and TMEFF2) identified by DNA methylation profiling, plus an additional three genes identified from the literature (EPB41L3, MAL and miR-124) were chosen for validation in an independent set of 167 liquid-based cytology specimens using pyrosequencing and targeted, next-generation bisulfite sequencing. Of the 15 candidate gene markers, 10 had an area under the curve (AUC) of0.75 for discrimination of high grade squamous intraepithelial lesions or worse (HSIL+) from <HSIL cytology using at least one assay. Overall, SOX1, DCC, and EPB41L3 showed the best discrimination with AUC values of 0.80, irrespective of methylation detection assay. In addition to verifying candidate markers from the literature (e.g., SOX1 and EPB41L3), we identified novel markers that may be considered for detection of cervical precancer and cancer and warrant further validation in prospective studies. What's new? Testing for human papillomavirus (HPV) is gaining traction for cervical-cancer screening. However, most HPV infections are transient. Additional screening tests are thus needed, to identify women with precancerous or cancerous lesions who need further testing and treatment. Certain tumor-suppressor genes in cervical cancer cells have been found to have altered methylation. In this study, the authors used pyrosequencing and next-generation bisulfite sequencing to identify and validate several new DNA-methylation markers, which may lead to better screening tests.
引用
收藏
页码:701 / 710
页数:10
相关论文
共 50 条
[1]   DNA methylation analysis in liquid-based cytology for cervical cancer screening [J].
Apostolidou, Sophia ;
Hadwin, Richard ;
Burnell, Matthew ;
Jones, Allison ;
Baff, Donna ;
Pyndiah, Nitisha ;
Mould, Tim ;
Jacobs, Ian J. ;
Beddows, Simon ;
Kocjan, Gabrijela ;
Widschwendter, Martin .
INTERNATIONAL JOURNAL OF CANCER, 2009, 125 (12) :2995-3002
[2]   Validation of methylation markers for diagnosis of oral cavity cancer [J].
Arantes, L. M. R. B. ;
de Carvalho, A. C. ;
Melendez, M. E. ;
Centrone, C. C. ;
Gois-Filho, J. F. ;
Toporcov, T. N. ;
Caly, D. N. ;
Tajara, E. H. ;
Goloni-Bertollo, E. M. ;
Carvalho, A. L. .
EUROPEAN JOURNAL OF CANCER, 2015, 51 (05) :632-641
[3]   Toward a comprehensive and systematic methylome signature in colorectal cancers [J].
Ashktorab, Hassan ;
Rahi, Hamed ;
Wansley, Daniel ;
Varma, Sudhir ;
Shokrani, Babak ;
Lee, Edward ;
Daremipouran, Mohammad ;
Laiyemo, Adeyinka ;
Goel, Ajay ;
Carethers, John M. ;
Brim, Hassan .
EPIGENETICS, 2013, 8 (08) :807-815
[4]   High-throughput DNA methylation profiling using universal bead arrays [J].
Bibikova, M ;
Lin, ZW ;
Zhou, LX ;
Chudin, E ;
Garcia, EW ;
Wu, B ;
Doucet, D ;
Thomas, NJ ;
Wang, YH ;
Vollmer, E ;
Goldmann, T ;
Seifart, C ;
Jiang, W ;
Barker, DL ;
Chee, MS ;
Floros, J ;
Fan, JB .
GENOME RESEARCH, 2006, 16 (03) :383-393
[5]   CADM1 and MAL promoter methylation levels in hrHPV-positive cervical scrapes increase proportional to degree and duration of underlying cervical disease [J].
Bierkens, Mariska ;
Hesselink, Albertus T. ;
Meijer, Chris J. L. M. ;
Heideman, Danielle A. M. ;
Wisman, G. Bea A. ;
van der Zee, Ate G. J. ;
Snijders, Peter J. F. ;
Steenbergen, Renske D. M. .
INTERNATIONAL JOURNAL OF CANCER, 2013, 133 (06) :1293-1299
[6]   Discovery of new methylation markers to improve screening for cervical intraepithelial neoplasia grade 2/3 [J].
Boers, A. ;
Wang, R. ;
van Leeuwen, R. W. ;
Klip, H. G. ;
de Bock, G. H. ;
Hollema, H. ;
van Criekinge, W. ;
de Meyer, T. ;
Denil, S. ;
van der Zee, A. G. J. ;
Schuuring, E. ;
Wisman, G. B. A. .
CLINICAL EPIGENETICS, 2016, 8
[7]   Risk of high-grade cervical intraepithelial neoplasia during follow-up in HPV-positive women according to baseline p16-INK4A results: a prospective analysis of a nested substudy of the NTCC randomised controlled trial [J].
Carozzi, Francesca ;
Gillio-Tos, Anna ;
Confortini, Massimo ;
Del Mistro, Annarosa ;
Sani, Cristina ;
De Marco, Laura ;
Girlando, Salvatore ;
Rosso, Stefano ;
Naldoni, Carlo ;
Dalla Palma, Paolo ;
Zorzi, Manuel ;
Giorgi-Rossi, Paolo ;
Segnan, Nereo ;
Cuzick, Jack ;
Ronco, Guglielmo .
LANCET ONCOLOGY, 2013, 14 (02) :168-176
[8]   Methylomics analysis identifies epigenetically silenced genes and implies an activation of β-catenin signaling in cervical cancer [J].
Chen, Yu-Chih ;
Huang, Rui-Lan ;
Huang, Yung-Kai ;
Liao, Yu-Ping ;
Su, Po-Hsuan ;
Wang, Hui-Chen ;
Chang, Cheng-Chang ;
Lin, Ya-Wen ;
Yu, Mu-Hsien ;
Chu, Tang-Yuan ;
Lai, Hung-Cheng .
INTERNATIONAL JOURNAL OF CANCER, 2014, 135 (01) :117-127
[9]   Human Papillomavirus DNA Methylation as a Potential Biomarker for Cervical Cancer [J].
Clarke, Megan A. ;
Wentzensen, Nicolas ;
Mirabello, Lisa ;
Ghosh, Arpita ;
Wacholder, Sholom ;
Harari, Ariana ;
Lorincz, Attila ;
Schiffman, Mark ;
Burk, Robert D. .
CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION, 2012, 21 (12) :2125-2137
[10]   New Technologies and Procedures for Cervical Cancer Screening [J].
Cuzick, Jack ;
Bergeron, Christine ;
Doeberitz, Magnus von Knebel ;
Gravitt, Patti ;
Jeronimo, Jose ;
Lorincz, Attila T. ;
Meijer, Chris J. L. M. ;
Sankaranarayanan, Rengaswamy ;
Snijders, Peter J. F. ;
Szarewski, Anne .
VACCINE, 2012, 30 :F107-F116