DNA methylation-based detection and prediction of cervical intraepithelial neoplasia grade 3 and invasive cervical cancer with the WID™-qCIN test
Jazyk angličtina Země Německo Médium electronic
Typ dokumentu časopisecké články, práce podpořená grantem
PubMed
36414968
PubMed Central
PMC9682674
DOI
10.1186/s13148-022-01353-0
PII: 10.1186/s13148-022-01353-0
Knihovny.cz E-zdroje
- Klíčová slova
- CIN3, Cervical screening, DNA methylation, HPV,
- MeSH
- Alphapapillomavirus * MeSH
- časná detekce nádoru MeSH
- dospělí MeSH
- dysplazie děložního hrdla * diagnóza genetika MeSH
- infekce papilomavirem * diagnóza genetika MeSH
- lidé MeSH
- metylace DNA MeSH
- nádory děložního čípku * diagnóza genetika MeSH
- Papillomaviridae genetika MeSH
- Check Tag
- dospělí MeSH
- lidé MeSH
- ženské pohlaví MeSH
- Publikační typ
- časopisecké články MeSH
- práce podpořená grantem MeSH
BACKGROUND: Cervical screening using primary human papilloma virus (HPV) testing and cytology is being implemented in several countries. Cytology as triage for colposcopy referral suffers from several shortcomings. HPV testing overcomes some of these but lacks specificity in women under 30. Here, we aimed to develop and validate an automatable triage test that is highly sensitive and specific independently of age and sample heterogeneity, and predicts progression to CIN3+ in HPV+ patients. RESULTS: The WID™-qCIN, assessing three regions in human genes DPP6, RALYL, and GSX1, was validated in both a diagnostic (case-control) and predictive setting (nested case-control), in a total of 761 samples. Using a predefined threshold, the sensitivity of the WID™-qCIN test was 100% and 78% to detect invasive cancer and CIN3, respectively. Sensitivity to detect CIN3+ was 65% and 83% for women < and ≥ 30 years of age. The specificity was 90%. Importantly, the WID™-qCIN test identified 52% of ≥ 30-year-old women with a cytology negative (cyt-) index sample who were diagnosed with CIN3 1-4 years after sample donation. CONCLUSION: We identified suitable DNAme regions in an epigenome-wide discovery using HPV+ controls and CIN3+ cases and established the WID™-qCIN, a PCR-based DNAme test. The WID™-qCIN test has a high sensitivity and specificity that may outperform conventional cervical triage tests and can in an objective, cheap, and scalable fashion identify most women with and at risk of (pre-)invasive cervical cancer. However, evaluation was limited to case-control settings and future studies will assess performance and generalisability in a randomised controlled trial.
Center for Health Decision Science Boston MA USA
Department of Epidemiology Harvard T H Chan School of Public Health Boston MA USA
Department of Health Policy and Management Harvard T H Chan School of Public Health Boston MA USA
Department of Laboratory Medicine Division of Pathology Karolinska Institutet Stockholm Sweden
Department of Women's and Children's Health Karolinska Institutet Stockholm Sweden
Medical Diagnostics Karolinska Karolinska University Hospital Stockholm Sweden
Research Institute for Biomedical Aging Research Universität Innsbruck 6020 Innsbruck Austria
Zobrazit více v PubMed
Das M. WHO launches strategy to accelerate elimination of cervical cancer. Lancet Oncol. 2020;22:20–21. doi: 10.1016/S1470-2045(20)30729-4. PubMed DOI
Cohen PA, Jhingran A, Oaknin A, Denny L. Cervical cancer. Lancet. 2019;393:169–182. doi: 10.1016/S0140-6736(18)32470-X. PubMed DOI
Bouvard V, Wentzensen N, Mackie A, Berkhof J, Brotherton J, Giorgi-Rossi P, et al. The IARC perspective on cervical cancer screening. N Engl J Med. 2021;385:1908–1918. doi: 10.1056/NEJMsr2030640. PubMed DOI
Force USPST, Curry SJ, Krist AH, Owens DK, Barry MJ, Caughey AB, et al. Screening for cervical cancer: US preventive services task force recommendation statement. JAMA. 2018;320:674–686. doi: 10.1001/jama.2018.10897. PubMed DOI
Nelson EJ, Maynard BR, Loux T, Fatla J, Gordon R, Arnold LD. The acceptability of self-sampled screening for HPV DNA: a systematic review and meta-analysis. Sex Transm Infect. 2017;93:56–61. doi: 10.1136/sextrans-2016-052609. PubMed DOI
Polman NJ, Ebisch RMF, Heideman DAM, Melchers WJG, Bekkers RLM, Molijn AC, et al. Performance of human papillomavirus testing on self-collected versus clinician-collected samples for the detection of cervical intraepithelial neoplasia of grade 2 or worse: a randomised, paired screen-positive, non-inferiority trial. Lancet Oncol. 2019;20:229–238. doi: 10.1016/S1470-2045(18)30763-0. PubMed DOI
Sancho-Garnier H, Tamalet C, Halfon P, Leandri FX, Retraite LL, Djoufelkit K, et al. HPV self-sampling or the Pap-smear: a randomized study among cervical screening nonattenders from lower socioeconomic groups in France. Int J Cancer. 2013;133:2681–2687. PubMed
Broberg G, Gyrd-Hansen D, Jonasson JM, Ryd ML, Holtenman M, Milsom I, et al. Increasing participation in cervical cancer screening: offering a HPV self-test to long-term non-attendees as part of RACOMIP, a Swedish randomized controlled trial. Int J Cancer. 2014;134:2223–2230. doi: 10.1002/ijc.28545. PubMed DOI
Cadman L, Wilkes S, Mansour D, Austin J, Ashdown-Barr L, Edwards R, et al. A randomized controlled trial in non-responders from Newcastle upon Tyne invited to return a self-sample for Human Papillomavirus testing versus repeat invitation for cervical screening. J Med Screen. 2015;22:28–37. doi: 10.1177/0969141314558785. PubMed DOI
Bosgraaf RP, Verhoef VMJ, Massuger LFAG, Siebers AG, Bulten J, Ridder GMDK, et al. Comparative performance of novel self-sampling methods in detecting high-risk human papillomavirus in 30,130 women not attending cervical screening. Int J Cancer. 2015;136:646–655. PubMed
Verhoef VM, Bosgraaf RP, van Kemenade FJ, Rozendaal L, Heideman DA, Hesselink AT, et al. Triage by methylation-marker testing versus cytology in women who test HPV-positive on self-collected cervicovaginal specimens (PROHTECT-3): a randomised controlled non-inferiority trial. Lancet Oncol. 2014;15:315–322. doi: 10.1016/S1470-2045(14)70019-1. PubMed DOI
Wentzensen N, Fetterman B, Castle PE, Schiffman M, Wood SN, Stiemerling E, et al. p16/Ki-67 dual stain cytology for detection of cervical precancer in HPV-positive women. JNCI J National Cancer Inst. 2015;107:257. doi: 10.1093/jnci/djv257. PubMed DOI PMC
Bergeron C, Giorgi-Rossi P, Cas F, Schiboni ML, Ghiringhello B, Palma PD, et al. Informed cytology for triaging HPV-positive women: substudy nested in the NTCC randomized controlled trial. JNCI J National Cancer Inst. 2015;107:dju423. doi: 10.1093/jnci/dju423. PubMed DOI PMC
Luttmer R, Strooper LMAD, Berkhof J, Snijders PJF, Dijkstra MG, Uijterwaal MH, et al. Comparing the performance of FAM19A4 methylation analysis, cytology and HPV16/18 genotyping for the detection of cervical (pre)cancer in high-risk HPV-positive women of a gynecologic outpatient population (COMETH study) Int J Cancer. 2016;138:992–1002. doi: 10.1002/ijc.29824. PubMed DOI
Richardson LA, El-Zein M, Ramanakumar AV, Ratnam S, Sangwa-Lugoma G, Longatto-Filho A, et al. HPV DNA testing with cytology triage in cervical cancer screening: influence of revealing HPV infection status. Cancer Cytopathol. 2015;123:745–754. doi: 10.1002/cncy.21596. PubMed DOI
Wright TC, Stoler MH, Aslam S, Behrens CM. Knowledge of patients’ human papillomavirus status at the time of cytologic review significantly affects the performance of cervical cytology in the ATHENA study. Am J Clin Pathol. 2016;146:391–398. doi: 10.1093/ajcp/aqw125. PubMed DOI
Widschwendter A, Gattringer C, Ivarsson L, Fiegl H, Schneitter A, Ramoni A, et al. Analysis of aberrant DNA methylation and human papillomavirus DNA in cervicovaginal specimens to detect invasive cervical cancer and its precursors. Clin Cancer Res. 2004;10:3396–3400. doi: 10.1158/1078-0432.CCR-03-0143. PubMed DOI
Doufekas K, Zheng SC, Ghazali S, Wong M, Mohamed Y, Jones A, et al. DNA methylation signatures in vaginal fluid samples for detection of cervical and endometrial cancer. Int J Gynecol Cancer. 2016; Available from: https://www.ncbi.nlm.nih.gov/pubmed/27258725 PubMed
Herzog C, Marín F, Jones A, Evans I, Reisel D, Redl E, et al. A simple cervicovaginal epigenetic test for screening and rapid triage of women with suspected endometrial cancer: validation in several cohort and case/control sets. J Clin Oncol. 2022. PubMed PMC
Barrett JE, Sundström K, Jones A, Evans I, Wang J, Herzog C, et al. The WID-CIN test identifies women with, and at risk of, cervical intraepithelial neoplasia grade 3 and invasive cervical cancer. Genome Med. 2022;14:116. doi: 10.1186/s13073-022-01116-9. PubMed DOI PMC
Kelly H, Benavente Y, Pavon MA, Sanjose SD, Mayaud P, Lorincz AT. Performance of DNA methylation assays for detection of high-grade cervical intraepithelial neoplasia (CIN2+): a systematic review and meta-analysis. Br J Cancer. 2019;121:954–965. doi: 10.1038/s41416-019-0593-4. PubMed DOI PMC
Kremer W, Steenbergen R, Heideman D, Kenter G, Meijer C. The use of host cell DNA methylation analysis in the detection and management of women with advanced cervical intraepithelial neoplasia: a review. BJOG. 2021;128:504–514. doi: 10.1111/1471-0528.16395. PubMed DOI PMC
Bruni L, Diaz M, Castellsague X, Ferrer E, Bosch FX, de Sanjose S. Cervical human papillomavirus prevalence in 5 continents: meta-analysis of 1 million women with normal cytological findings. J Infect Dis. 2010;202:1789–1799. doi: 10.1086/657321. PubMed DOI
Barrett JE, Herzog C, Jones A, Leavy OC, Evans I, Knapp S, et al. The WID-BC-index identifies women with primary poor prognostic breast cancer based on DNA methylation in cervical samples. Nat Commun. 2022;13:449. doi: 10.1038/s41467-021-27918-w. PubMed DOI PMC
Barrett JE, Jones A, Evans I, Reisel D, Herzog C, Chindera K, et al. The DNA methylome of cervical cells can predict the presence of ovarian cancer. Nat Commun. 2022;13:448. doi: 10.1038/s41467-021-26615-y. PubMed DOI PMC
Fleuret F. Fast binary feature selection with conditional mutual information. J Mach Learn Res. 2004;5:1531–1555.
Beiersdorf J, Scheungraber C, Wunsch K, Schmitz M, Hansel A, Hoyer H, et al. Combined assessment of 3q26 amplification and promoter methylation in patients with high grade cervical lesions show age specific differences. Genes Chromosomes Cancer. 2020;59:168–177. doi: 10.1002/gcc.22818. PubMed DOI
Bonde J, Floore A, Ejegod D, Vink FJ, Hesselink A, van de Ven PM, et al. Methylation markers FAM19A4 and miR124-2 as triage strategy for primary HPV screen positive women; a large European multi-center study. Int J Cancer. 2020; Available from: https://www.ncbi.nlm.nih.gov/pubmed/32997803 PubMed PMC
Teschendorff AE, Jones A, Fiegl H, Sargent A, Zhuang JJ, Kitchener HC, et al. Epigenetic variability in cells of normal cytology is associated with the risk of future morphological transformation. Genome Med. 2012;4:24. doi: 10.1186/gm323. PubMed DOI PMC
Perskvist N, Norman I, Eklund C, Litton JE, Dillner J. The Swedish cervical cytology biobank: sample handling and storage process. Biopreserv Biobank. 2013;11:19–24. doi: 10.1089/bio.2012.0036. PubMed DOI
Ludvigsson JF, Almqvist C, Bonamy AK, Ljung R, Michaelsson K, Neovius M, et al. Registers of the Swedish total population and their use in medical research. Eur J Epidemiol. 2016;31:125–136. doi: 10.1007/s10654-016-0117-y. PubMed DOI
Hortlund M, Sundstrom K, Lamin H, Hjerpe A, Dillner J. Laboratory audit as part of the quality assessment of a primary HPV-screening program. J Clin Virol. 2016;75:33–36. doi: 10.1016/j.jcv.2015.12.007. PubMed DOI
Fiegl H, Gattringer C, Widschwendter A, Schneitter A, Ramoni A, Sarlay D, et al. Methylated DNA collected by tampons: a new tool to detect endometrial cancer. Cancer Epidemiol Biomarkers Prev. 2004;13:882–888. doi: 10.1158/1055-9965.882.13.5. PubMed DOI
Zheng SC, Webster AP, Dong D, Feber A, Graham DG, Sullivan R, et al. A novel cell-type deconvolution algorithm reveals substantial contamination by immune cells in saliva, buccal and cervix. Epigenomics. 2018;10:925–940. doi: 10.2217/epi-2018-0037. PubMed DOI