Skip to main content
Top
Published in: BMC Cancer 1/2012

Open Access 01-12-2012 | Technical advance

Development of a multiplex methylation-specific PCR as candidate triage test for women with an HPV-positive cervical scrape

Authors: Suzanne Snellenberg, Lise MA De Strooper, Albertus T Hesselink, Chris JLM Meijer, Peter JF Snijders, Daniëlle AM Heideman, Renske DM Steenbergen

Published in: BMC Cancer | Issue 1/2012

Login to get access

Abstract

Background

Quantitative methylation-specific PCR (qMSP) analysis for determining the methylation status of (candidate) tumor suppressor genes has potential as objective and valuable test to triage high-risk human papillomavirus (hrHPV) positive women in cervical screening. Particularly combined methylation analysis of a panel of genes shows most promising clinical performance, with sensitivity levels that equal or exceed that of cytology. However, the wide application of such methylation marker panels is hampered by the lack of effective multiplex assays allowing simultaneous methylation detection of various targets in a single reaction. Here, we designed and analyzed a multiplex qMSP assay for three genes whose methylation was previously found to be informative for cervical (pre)cancer (i.e. CADM1, MAL and hsa-miR-124-2) as well as a reference gene β-actin. Based on our experience, we discuss the optimization of the parameters that provide a practical approach towards multiplex qMSP design.

Methods

Primers and PCR reagents were optimized for multiplex qMSP purposes and the resulting assay was analytically validated on serial dilutions of methylated DNA in unmethylated DNA, and compared with singleplex counterparts on hrHPV-positive cervical scrapings.

Results

Upon optimization, including primer redesign and primer limiting assays, the multiplex qMSP showed the same analytical performance as the singleplex qMSPs. A strong correlation between the obtained normalized ratios of the singleplex and multiplex qMSPs on cervical scrapes was found for all three markers: CADM1 (R2=0.985), MAL (R2=0.986) and hsa-miR-124-2 (R2=0.944).

Conclusion

Multiplex qMSP offers a promising approach for high-throughput diagnostic analysis of the methylation status of multiple genes, which after proper design and validation can be equally specific, sensitive and reproducible as its singleplex versions.
Appendix
Available only for authorised users
Literature
1.
go back to reference Walboomers JM, Jacobs MV, Manos MM, Bosch FX, Kummer JA, Shah KV, Snijders PJ, Peto J, Meijer CJ, Munoz N: Human papillomavirus is a necessary cause of invasive cervical cancer worldwide. J Pathol. 1999, 189 (1): 12-19. 10.1002/(SICI)1096-9896(199909)189:1<12::AID-PATH431>3.0.CO;2-F.CrossRefPubMed Walboomers JM, Jacobs MV, Manos MM, Bosch FX, Kummer JA, Shah KV, Snijders PJ, Peto J, Meijer CJ, Munoz N: Human papillomavirus is a necessary cause of invasive cervical cancer worldwide. J Pathol. 1999, 189 (1): 12-19. 10.1002/(SICI)1096-9896(199909)189:1<12::AID-PATH431>3.0.CO;2-F.CrossRefPubMed
2.
go back to reference Zielinski GD, Rozendaal L, Voorhorst FJ, Berkhof J, Snijders PJ, Risse EJ, Runsink AP, de Schipper FA, Meijer CJ: HPV testing can reduce the number of follow-up visits in women treated for cervical intraepithelial neoplasia grade 3. Gynecol Oncol. 2003, 91 (1): 67-73. 10.1016/S0090-8258(03)00415-3.CrossRefPubMed Zielinski GD, Rozendaal L, Voorhorst FJ, Berkhof J, Snijders PJ, Risse EJ, Runsink AP, de Schipper FA, Meijer CJ: HPV testing can reduce the number of follow-up visits in women treated for cervical intraepithelial neoplasia grade 3. Gynecol Oncol. 2003, 91 (1): 67-73. 10.1016/S0090-8258(03)00415-3.CrossRefPubMed
3.
go back to reference Naucler P, Ryd W, Tornberg S, Strand A, Wadell G, Elfgren K, Radberg T, Strander B, Johansson B, Forslund O, et al: Human papillomavirus and Papanicolaou tests to screen for cervical cancer. N Engl J Med. 2007, 357 (16): 1589-1597. 10.1056/NEJMoa073204.CrossRefPubMed Naucler P, Ryd W, Tornberg S, Strand A, Wadell G, Elfgren K, Radberg T, Strander B, Johansson B, Forslund O, et al: Human papillomavirus and Papanicolaou tests to screen for cervical cancer. N Engl J Med. 2007, 357 (16): 1589-1597. 10.1056/NEJMoa073204.CrossRefPubMed
4.
go back to reference Rijkaart DC, Berkhof J, Rozendaal L, van Kemenade FJ, Bulkmans NW, Heideman DA, Kenter GG, Cuzick J, Snijders PJ, Meijer CJ: Human papillomavirus testing for the detection of high-grade cervical intraepithelial neoplasia and cancer: final results of the POBASCAM randomised controlled trial. Lancet Oncol. 2012, 13 (1): 78-88. 10.1016/S1470-2045(11)70296-0.CrossRefPubMed Rijkaart DC, Berkhof J, Rozendaal L, van Kemenade FJ, Bulkmans NW, Heideman DA, Kenter GG, Cuzick J, Snijders PJ, Meijer CJ: Human papillomavirus testing for the detection of high-grade cervical intraepithelial neoplasia and cancer: final results of the POBASCAM randomised controlled trial. Lancet Oncol. 2012, 13 (1): 78-88. 10.1016/S1470-2045(11)70296-0.CrossRefPubMed
5.
go back to reference Ronco G, Giorgi-Rossi P, Carozzi F, Confortini M, Dalla Palma P, Del Mistro A, Gillio-Tos A, Minucci D, Naldoni C, Rizzolo R, et al: Results at recruitment from a randomized controlled trial comparing human papillomavirus testing alone with conventional cytology as the primary cervical cancer screening test. J Natl Cancer Inst. 2008, 100 (7): 492-501. 10.1093/jnci/djn065.CrossRefPubMed Ronco G, Giorgi-Rossi P, Carozzi F, Confortini M, Dalla Palma P, Del Mistro A, Gillio-Tos A, Minucci D, Naldoni C, Rizzolo R, et al: Results at recruitment from a randomized controlled trial comparing human papillomavirus testing alone with conventional cytology as the primary cervical cancer screening test. J Natl Cancer Inst. 2008, 100 (7): 492-501. 10.1093/jnci/djn065.CrossRefPubMed
6.
go back to reference Eijsink JJ, Yang N, Lendvai A, Klip HG, Volders HH, Buikema HJ, van Hemel BM, Voll M, Coelingh Bennink HJ, Schuuring E, et al: Detection of cervical neoplasia by DNA methylation analysis in cervico-vaginal lavages, a feasibility study. Gynecol Oncol. 2011, 120 (2): 280-283. 10.1016/j.ygyno.2010.10.029.CrossRefPubMed Eijsink JJ, Yang N, Lendvai A, Klip HG, Volders HH, Buikema HJ, van Hemel BM, Voll M, Coelingh Bennink HJ, Schuuring E, et al: Detection of cervical neoplasia by DNA methylation analysis in cervico-vaginal lavages, a feasibility study. Gynecol Oncol. 2011, 120 (2): 280-283. 10.1016/j.ygyno.2010.10.029.CrossRefPubMed
7.
go back to reference Kim JH, Choi YD, Lee JS, Lee JH, Nam JH, Choi C: Assessment of DNA methylation for the detection of cervical neoplasia in liquid-based cytology specimens. Gynecol Oncol. 2010, 116 (1): 99-104. 10.1016/j.ygyno.2009.09.032.CrossRefPubMed Kim JH, Choi YD, Lee JS, Lee JH, Nam JH, Choi C: Assessment of DNA methylation for the detection of cervical neoplasia in liquid-based cytology specimens. Gynecol Oncol. 2010, 116 (1): 99-104. 10.1016/j.ygyno.2009.09.032.CrossRefPubMed
8.
go back to reference Overmeer RM, Henken FE, Bierkens M, Wilting SM, Timmerman I, Meijer CJ, Snijders PJ, Steenbergen RD: Repression of MAL tumour suppressor activity by promoter methylation during cervical carcinogenesis. J Pathol. 2009, 219 (3): 327-336. 10.1002/path.2598.CrossRefPubMed Overmeer RM, Henken FE, Bierkens M, Wilting SM, Timmerman I, Meijer CJ, Snijders PJ, Steenbergen RD: Repression of MAL tumour suppressor activity by promoter methylation during cervical carcinogenesis. J Pathol. 2009, 219 (3): 327-336. 10.1002/path.2598.CrossRefPubMed
9.
go back to reference Overmeer RM, Louwers JA, Meijer CJ, van Kemenade FJ, Hesselink AT, Daalmeijer NF, Wilting SM, Heideman DA, Verheijen RH, Zaal A, et al: Combined CADM1 and MAL promoter methylation analysis to detect (pre-)malignant cervical lesions in high-risk HPV-positive women. Int J Cancer. 2010, 129 (9): 2218-2225.CrossRef Overmeer RM, Louwers JA, Meijer CJ, van Kemenade FJ, Hesselink AT, Daalmeijer NF, Wilting SM, Heideman DA, Verheijen RH, Zaal A, et al: Combined CADM1 and MAL promoter methylation analysis to detect (pre-)malignant cervical lesions in high-risk HPV-positive women. Int J Cancer. 2010, 129 (9): 2218-2225.CrossRef
10.
go back to reference Overmeer RM, Henken FE, Snijders PJ, Claassen-Kramer D, Berkhof J, Helmerhorst TJ, Heideman DA, Wilting SM, Murakami Y, Ito A, et al: Association between dense CADM1 promoter methylation and reduced protein expression in high-grade CIN and cervical SCC. J Pathol. 2008, 215 (4): 388-397. 10.1002/path.2367.CrossRefPubMed Overmeer RM, Henken FE, Snijders PJ, Claassen-Kramer D, Berkhof J, Helmerhorst TJ, Heideman DA, Wilting SM, Murakami Y, Ito A, et al: Association between dense CADM1 promoter methylation and reduced protein expression in high-grade CIN and cervical SCC. J Pathol. 2008, 215 (4): 388-397. 10.1002/path.2367.CrossRefPubMed
11.
go back to reference Wilting SM, van Boerdonk RA, Henken FE, Meijer CJ, Diosdado B, Meijer GA, le Sage C, Agami R, Snijders PJ, Steenbergen RD: Methylation-mediated silencing and tumour suppressive function of hsa-miR-124 in cervical cancer. Mol Cancer. 2010, 9: 167-CrossRefPubMedPubMedCentral Wilting SM, van Boerdonk RA, Henken FE, Meijer CJ, Diosdado B, Meijer GA, le Sage C, Agami R, Snijders PJ, Steenbergen RD: Methylation-mediated silencing and tumour suppressive function of hsa-miR-124 in cervical cancer. Mol Cancer. 2010, 9: 167-CrossRefPubMedPubMedCentral
12.
go back to reference Wentzensen N, Sherman ME, Schiffman M, Wang SS: Utility of methylation markers in cervical cancer early detection: appraisal of the state-of-the-science. Gynecol Oncol. 2009, 112 (2): 293-299. 10.1016/j.ygyno.2008.10.012.CrossRefPubMed Wentzensen N, Sherman ME, Schiffman M, Wang SS: Utility of methylation markers in cervical cancer early detection: appraisal of the state-of-the-science. Gynecol Oncol. 2009, 112 (2): 293-299. 10.1016/j.ygyno.2008.10.012.CrossRefPubMed
13.
go back to reference Kahn SL, Ronnett BM, Gravitt PE, Gustafson KS: Quantitative methylation-specific PCR for the detection of aberrant DNA methylation in liquid-based Pap tests. Cancer. 2008, 114 (1): 57-64. 10.1002/cncr.23258.CrossRefPubMedPubMedCentral Kahn SL, Ronnett BM, Gravitt PE, Gustafson KS: Quantitative methylation-specific PCR for the detection of aberrant DNA methylation in liquid-based Pap tests. Cancer. 2008, 114 (1): 57-64. 10.1002/cncr.23258.CrossRefPubMedPubMedCentral
14.
go back to reference Hesselink AT, Heideman DA, Steenbergen RD, Coupe VM, Overmeer RM, Rijkaart D, Berkhof J, Meijer CJ, Snijders PJ: Combined promoter methylation analysis of CADM1 and MAL: an objective triage tool for high-risk human papillomavirus DNA-positive women. Clin Cancer Res. 2011, 17 (8): 2459-2465. 10.1158/1078-0432.CCR-10-2548.CrossRefPubMed Hesselink AT, Heideman DA, Steenbergen RD, Coupe VM, Overmeer RM, Rijkaart D, Berkhof J, Meijer CJ, Snijders PJ: Combined promoter methylation analysis of CADM1 and MAL: an objective triage tool for high-risk human papillomavirus DNA-positive women. Clin Cancer Res. 2011, 17 (8): 2459-2465. 10.1158/1078-0432.CCR-10-2548.CrossRefPubMed
15.
go back to reference Eijsink JJ, Lendvai A, Deregowski V, Klip HG, Verpooten G, Dehaspe L, de Bock GH, Hollema H, van Criekinge W, Schuuring E, et al: A four-gene methylation marker panel as triage test in high-risk human papillomavirus positive patients. Int J Cancer. 2012, 130 (8): 1861-1869. 10.1002/ijc.26326.CrossRefPubMed Eijsink JJ, Lendvai A, Deregowski V, Klip HG, Verpooten G, Dehaspe L, de Bock GH, Hollema H, van Criekinge W, Schuuring E, et al: A four-gene methylation marker panel as triage test in high-risk human papillomavirus positive patients. Int J Cancer. 2012, 130 (8): 1861-1869. 10.1002/ijc.26326.CrossRefPubMed
16.
go back to reference Feng Q, Balasubramanian A, Hawes SE, Toure P, Sow PS, Dem A, Dembele B, Critchlow CW, Xi L, Lu H, et al: Detection of hypermethylated genes in women with and without cervical neoplasia. J Natl Cancer Inst. 2005, 97 (4): 273-282. 10.1093/jnci/dji041.CrossRefPubMed Feng Q, Balasubramanian A, Hawes SE, Toure P, Sow PS, Dem A, Dembele B, Critchlow CW, Xi L, Lu H, et al: Detection of hypermethylated genes in women with and without cervical neoplasia. J Natl Cancer Inst. 2005, 97 (4): 273-282. 10.1093/jnci/dji041.CrossRefPubMed
17.
go back to reference Steenbergen RD, Kramer D, Braakhuis BJ, Stern PL, Verheijen RH, Meijer CJ, Snijders PJ: TSLC1 gene silencing in cervical cancer cell lines and cervical neoplasia. J Natl Cancer Inst. 2004, 96 (4): 294-305. 10.1093/jnci/djh031.CrossRefPubMed Steenbergen RD, Kramer D, Braakhuis BJ, Stern PL, Verheijen RH, Meijer CJ, Snijders PJ: TSLC1 gene silencing in cervical cancer cell lines and cervical neoplasia. J Natl Cancer Inst. 2004, 96 (4): 294-305. 10.1093/jnci/djh031.CrossRefPubMed
18.
go back to reference Bulkmans NW, Berkhof J, Rozendaal L, van Kemenade FJ, Boeke AJ, Bulk S, Voorhorst FJ, Verheijen RH, van Groningen K, Boon ME, et al: Human papillomavirus DNA testing for the detection of cervical intraepithelial neoplasia grade 3 and cancer: 5-year follow-up of a randomised controlled implementation trial. Lancet. 2007, 370 (9601): 1764-1772. 10.1016/S0140-6736(07)61450-0.CrossRefPubMed Bulkmans NW, Berkhof J, Rozendaal L, van Kemenade FJ, Boeke AJ, Bulk S, Voorhorst FJ, Verheijen RH, van Groningen K, Boon ME, et al: Human papillomavirus DNA testing for the detection of cervical intraepithelial neoplasia grade 3 and cancer: 5-year follow-up of a randomised controlled implementation trial. Lancet. 2007, 370 (9601): 1764-1772. 10.1016/S0140-6736(07)61450-0.CrossRefPubMed
19.
go back to reference Snijders PJ, van den Brule AJ, Jacobs MV, Pol RP, Meijer CJ: HPV DNA detection and typing in cervical scrapes. Methods Mol Med. 2005, 119: 101-114.PubMed Snijders PJ, van den Brule AJ, Jacobs MV, Pol RP, Meijer CJ: HPV DNA detection and typing in cervical scrapes. Methods Mol Med. 2005, 119: 101-114.PubMed
20.
go back to reference Schmittgen TD, Livak KJ: Analyzing real-time PCR data by the comparative C(T) method. Nat Protoc. 2008, 3 (6): 1101-1108. 10.1038/nprot.2008.73.CrossRefPubMed Schmittgen TD, Livak KJ: Analyzing real-time PCR data by the comparative C(T) method. Nat Protoc. 2008, 3 (6): 1101-1108. 10.1038/nprot.2008.73.CrossRefPubMed
21.
22.
go back to reference Henegariu O, Heerema NA, Dlouhy SR, Vance GH, Vogt PH: Multiplex PCR: critical parameters and step-by-step protocol. Biotechniques. 1997, 23 (3): 504-511.PubMed Henegariu O, Heerema NA, Dlouhy SR, Vance GH, Vogt PH: Multiplex PCR: critical parameters and step-by-step protocol. Biotechniques. 1997, 23 (3): 504-511.PubMed
23.
go back to reference Barekati Z, Radpour R, Kohler C, Zhong XY: Specificity of methylation assays in cancer research: a guideline for designing primers and probes. Obstet Gynecol Int. 2010, Epub 2010 Jul 27 Barekati Z, Radpour R, Kohler C, Zhong XY: Specificity of methylation assays in cancer research: a guideline for designing primers and probes. Obstet Gynecol Int. 2010, Epub 2010 Jul 27
24.
go back to reference Dallol A, Al-Ali W, Al-Shaibani A, Al-Mulla F: Analysis of DNA methylation in FFPE tissues using the MethyLight technology. Methods Mol Biol. 2011, 724: 191-204. 10.1007/978-1-61779-055-3_13.CrossRefPubMed Dallol A, Al-Ali W, Al-Shaibani A, Al-Mulla F: Analysis of DNA methylation in FFPE tissues using the MethyLight technology. Methods Mol Biol. 2011, 724: 191-204. 10.1007/978-1-61779-055-3_13.CrossRefPubMed
25.
go back to reference He Q, Chen HY, Bai EQ, Luo YX, Fu RJ, He YS, Jiang J, Wang HQ: Development of a multiplex MethyLight assay for the detection of multigene methylation in human colorectal cancer. Cancer Genet Cytogenet. 2010, 202 (1): 1-10. 10.1016/j.cancergencyto.2010.05.018.CrossRefPubMed He Q, Chen HY, Bai EQ, Luo YX, Fu RJ, He YS, Jiang J, Wang HQ: Development of a multiplex MethyLight assay for the detection of multigene methylation in human colorectal cancer. Cancer Genet Cytogenet. 2010, 202 (1): 1-10. 10.1016/j.cancergencyto.2010.05.018.CrossRefPubMed
26.
go back to reference Shi X, Tang C, Zhou D, Zhao H, Lu Z: Multiplex detection of CpG methylation using microarray combining with target-selection-padlock probe. Clin Chim Acta. 2010, 411 (17–18): 1187-1194.CrossRefPubMed Shi X, Tang C, Zhou D, Zhao H, Lu Z: Multiplex detection of CpG methylation using microarray combining with target-selection-padlock probe. Clin Chim Acta. 2010, 411 (17–18): 1187-1194.CrossRefPubMed
27.
go back to reference Zou H, Allawi H, Cao X, Domanico M, Harrington J, Taylor W, Yab T, Ahlquist DA, Lidgard G: Quantification of Methylated Markers with a Multiplex Methylation-Specific Technology. Clin Chem. 2011, 58 (2): 375-383.CrossRefPubMed Zou H, Allawi H, Cao X, Domanico M, Harrington J, Taylor W, Yab T, Ahlquist DA, Lidgard G: Quantification of Methylated Markers with a Multiplex Methylation-Specific Technology. Clin Chem. 2011, 58 (2): 375-383.CrossRefPubMed
28.
go back to reference Vester B, Wengel J: LNA (locked nucleic acid): high-affinity targeting of complementary RNA and DNA. Biochemistry. 2004, 43 (42): 13233-13241. 10.1021/bi0485732.CrossRefPubMed Vester B, Wengel J: LNA (locked nucleic acid): high-affinity targeting of complementary RNA and DNA. Biochemistry. 2004, 43 (42): 13233-13241. 10.1021/bi0485732.CrossRefPubMed
29.
go back to reference Morandi L, Franceschi E, de Biase D, Marucci G, Tosoni A, Ermani M, Pession A, Tallini G, Brandes A: Promoter methylation analysis of O6-methylguanine-DNA methyltransferase in glioblastoma: detection by locked nucleic acid based quantitative PCR using an imprinted gene (SNURF) as a reference. BMC Cancer. 2010, 10: 48-10.1186/1471-2407-10-48.CrossRefPubMedPubMedCentral Morandi L, Franceschi E, de Biase D, Marucci G, Tosoni A, Ermani M, Pession A, Tallini G, Brandes A: Promoter methylation analysis of O6-methylguanine-DNA methyltransferase in glioblastoma: detection by locked nucleic acid based quantitative PCR using an imprinted gene (SNURF) as a reference. BMC Cancer. 2010, 10: 48-10.1186/1471-2407-10-48.CrossRefPubMedPubMedCentral
30.
go back to reference Gustafson KS: Locked nucleic acids can enhance the analytical performance of quantitative methylation-specific polymerase chain reaction. J Mol Diagn. 2008, 10 (1): 33-42. 10.2353/jmoldx.2008.070076.CrossRefPubMedPubMedCentral Gustafson KS: Locked nucleic acids can enhance the analytical performance of quantitative methylation-specific polymerase chain reaction. J Mol Diagn. 2008, 10 (1): 33-42. 10.2353/jmoldx.2008.070076.CrossRefPubMedPubMedCentral
31.
go back to reference Pellestor F, Paulasova P, Hamamah S: Peptide nucleic acids (PNAs) as diagnostic devices for genetic and cytogenetic analysis. Curr Pharm Des. 2008, 14 (24): 2439-2444. 10.2174/138161208785777405.CrossRefPubMed Pellestor F, Paulasova P, Hamamah S: Peptide nucleic acids (PNAs) as diagnostic devices for genetic and cytogenetic analysis. Curr Pharm Des. 2008, 14 (24): 2439-2444. 10.2174/138161208785777405.CrossRefPubMed
Metadata
Title
Development of a multiplex methylation-specific PCR as candidate triage test for women with an HPV-positive cervical scrape
Authors
Suzanne Snellenberg
Lise MA De Strooper
Albertus T Hesselink
Chris JLM Meijer
Peter JF Snijders
Daniëlle AM Heideman
Renske DM Steenbergen
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2012
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/1471-2407-12-551

Other articles of this Issue 1/2012

BMC Cancer 1/2012 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine