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Gradissimo A, Lam J, Attonito JD, Palefsky J, Massad LS, Xie X, Eltoum IE, Rahangdale L, Fischl MA, Anastos K, Minkoff H, Xue X, D'Souza G, Flowers LC, Colie C, Shrestha S, Hessol NA, Strickler HD, Burk RD. Methylation of High-Risk Human Papillomavirus Genomes Are Associated with Cervical Precancer in HIV-Positive Women. Cancer Epidemiol Biomarkers Prev 2018; 27:1407-1415. [PMID: 30237251 PMCID: PMC6279505 DOI: 10.1158/1055-9965.epi-17-1051] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Revised: 02/05/2018] [Accepted: 09/07/2018] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND HIV-positive women are at substantial risk of HPV-associated cervical neoplasia caused by high-risk (HR) HPVs. Methylation of the HPV genome is associated with cervical intraepithelial neoplasia grade 3 (CIN3) in HIV-negative women, yet it is unknown whether this holds true for HIV-positive women. METHODS We designed a case-control study within the Women's Interagency HIV Study (WIHS) cohort comparing HIV-positive CIN3 cases (N = 72) to HIV-positive controls without detectable CIN2+. The unit of analysis and matching was HPV-type infection. Cases with ≥2 HR-HPV types (N = 23; 32%) had a separate control for each HR-HPV type. We developed and utilized next-generation sequencing (NGS) methylation assays for 12 different HR-HPVs, focusing on CpG sites in the L1/L2 regions. RESULTS Significant case-control differences in individual CpG site methylation levels were observed for multiple alpha-9 (HPV16/31/35/58) and alpha-7 HPV (HPV18/39/45) types, based on dichotomization of tertile levels (T3 vs. T1 and T2). Analyses combining homologous CpG sites [e.g., HPV16-L1-5608/HPV31-L1-5521/HPV35-L2L1-5570; OR = 7.28; 95% confidence interval (CI): 2.75-19.3], and (e.g., HPV18-L1-7062/HPV45-L1-7066; OR = 6.94; 95% CI: 1.23-39.3) were significant in separate case-control comparisons. In cases with multiple HR-HPVs, we tested and confirmed the hypothesis that one HR-HPV type would have higher methylation than other types detected, consistent with there being a single HR-HPV causally related to a lesion. CONCLUSIONS CIN3 is associated with elevated L1/L2 CpG methylation levels in HIV-positive women. IMPACT HPV DNA CpG methylation is a promising triage option in HIV-positive women testing positive for HR-HPV types and provides risk attribution in women with multiple HPV type infections.
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Affiliation(s)
- Ana Gradissimo
- Department of Pediatrics (Genetic Medicine), Albert Einstein College of Medicine, Bronx, New York
| | - Jessica Lam
- Department of Pediatrics (Genetic Medicine), Albert Einstein College of Medicine, Bronx, New York
| | - John D Attonito
- Department of Pediatrics (Genetic Medicine), Albert Einstein College of Medicine, Bronx, New York
| | - Joel Palefsky
- Department of Medicine (Infectious Disease), University of California, San Francisco, California
| | - L Stewart Massad
- Department of Obstetrics & Gynecology, Washington University School of Medicine in St. Louis, St. Louis, Missouri
| | - Xianhong Xie
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, New York
| | | | - Lisa Rahangdale
- Department of Obstetrics & Gynecology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Margaret A Fischl
- Department of Medicine, University of Miami Miller School of Medicine, Miami, Florida
| | - Kathryn Anastos
- Department of Medicine (Infectious Disease), Montefiore Medical Center, Bronx, New York
| | - Howard Minkoff
- Department of Obstetrics & Gynecology, Maimonides Medical Center, Brooklyn, New York
| | - Xiaonan Xue
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Gypsyamber D'Souza
- Department of Epidemiology, Johns Hopkins University, Baltimore, Maryland
| | - Lisa C Flowers
- Department of Obstetrics & Gynecology, Emory University, Atlanta, Georgia
| | - Christine Colie
- Department of Obstetrics & Gynecology, Georgetown University, Washington, D.C
| | - Sadeep Shrestha
- Department of Epidemiology, University of Alabama, Birmingham, Alabama
| | - Nancy A Hessol
- Departments of Clinical Pharmacy and Medicine, University of California, San Francisco, California
| | - Howard D Strickler
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, New York
| | - Robert D Burk
- Department of Pediatrics (Genetic Medicine), Albert Einstein College of Medicine, Bronx, New York.
- Departments of Microbiology & Immunology, Epidemiology & Population Health, and Obstetrics, Gynecology & Women's Health, Albert Einstein College of Medicine, Bronx, New York
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Screening of Cervical Cancer with Self-Collected Cervical Samples and Next-Generation Sequencing. DISEASE MARKERS 2018; 2018:4826547. [PMID: 30538783 PMCID: PMC6261398 DOI: 10.1155/2018/4826547] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Revised: 07/25/2018] [Accepted: 08/29/2018] [Indexed: 11/18/2022]
Abstract
Cervical cancer is the second leading cause of death in female genital malignancies. Persistent infection with high-risk HPV is closely related to cervical intraepithelial neoplasia (CIN). Wide-scale HPV screening has already been implemented in developed countries. However, with advances in HPV testing methods, there are presently no better methods for the management of the increasing number of high-risk HPV-positive women except for periodic review. In order to improve screening coverage and achieve better triage of those women, we present current HPV testing methods with self-collected cervical samples, focusing on recent advances in next-generation sequencing (NGS) technologies as a promising screening technology for cervical cancer precursors.
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van Leeuwen RW, Oštrbenk A, Poljak M, van der Zee AGJ, Schuuring E, Wisman GBA. DNA methylation markers as a triage test for identification of cervical lesions in a high risk human papillomavirus positive screening cohort. Int J Cancer 2018; 144:746-754. [PMID: 30259973 PMCID: PMC6587981 DOI: 10.1002/ijc.31897] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Revised: 08/03/2018] [Accepted: 08/23/2018] [Indexed: 12/20/2022]
Abstract
Objective triage strategies are required to prevent unnecessary referrals for colposcopy in population‐based screening programs using primary high‐risk human papillomavirus (hrHPV) testing. We have identified several DNA methylation markers with high sensitivity and specificity for detection of high‐grade cervical intraepithelial neoplasia or worse (CIN2+) in women referred for colposcopy. Our study assessed diagnostic potential of these methylation markers in a hrHPV‐positive screening cohort. All six markers (JAM3, EPB41L3, C13orf18, ANKRD18CP, ZSCAN1 and SOX1) showed similar association across histology in the hrHPV‐positive cohort when compared to the Dutch cohort (each p > 0.15). Sensitivity for CIN2+ was higher using methylation panel C13orf18/EPB41L3/JAM3 compared to the other 2 panels (80% vs. 60% (ANKRD18CP/C13orf18/JAM3) and 63% (SOX1/ZSCAN1), p = 0.01). For CIN3+ all three methylation panels showed comparable sensitivity ranging from 68% (13/19) to 95% (18/19). Specificity of SOX1/ZSCAN1 panel (84%, 167/200) was considerably higher compared to ANKRD18CP/C13orf18/JAM3 (68%, 136/200, p = 2 × 10−5) and C13orf18/EPB41L3/JAM3 (66%, 132/200, p = 2 × 10−7). High negative predictive value (NPV) (91–95% and 96–99%) was observed for CIN2+ and CIN3+, for all three methylation panels, while positive predictive value (PPV) varied from 25 to 40% for CIN2+ and 15–27% for CIN3+. Interestingly, 118/235 samples were negative for all six markers (including 106 controls (89.8%), 6 CIN1 (5.1%), 5 CIN2 (4.2%) and 1 CIN3 (0.8%)). Methylation results from both independent cohorts were comparable as well as high sensitivity for detection of cervical cancer and its high‐grade precursors in hrHPV‐positive population. Our study therefore validates these methylation marker panels as triage test either in hrHPV‐based or abnormal cytology‐based screening programs. What's new? In cervical cancer screening, HPV testing provides greater sensitivity than cytology, but its lower specificity leads to some unnecessary treatment referrals. DNA methylation assays could potentially provide better specificity for identifying CIN2+ in women carrying high risk HPV. These authors investigated six previously identified CIN2+ methylation markers. They tested three different combinations of markers, and found high levels of sensitivity and specificity, making these markers potentially useful as part of a population‐based screening program.
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Affiliation(s)
- Robert W van Leeuwen
- Department of Gynaecologic Oncology, Cancer Research Centre Groningen, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Anja Oštrbenk
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Mario Poljak
- Institute of Microbiology and Immunology, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Ate G J van der Zee
- Department of Gynaecologic Oncology, Cancer Research Centre Groningen, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - Ed Schuuring
- Department of Pathology, Cancer Research Centre Groningen, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
| | - G Bea A Wisman
- Department of Gynaecologic Oncology, Cancer Research Centre Groningen, University of Groningen, University Medical Centre Groningen, Groningen, the Netherlands
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Clarke MA, Gradissimo A, Schiffman M, Lam J, Sollecito CC, Fetterman B, Lorey T, Poitras N, Raine-Bennett TR, Castle PE, Wentzensen N, Burk RD. Human Papillomavirus DNA Methylation as a Biomarker for Cervical Precancer: Consistency across 12 Genotypes and Potential Impact on Management of HPV-Positive Women. Clin Cancer Res 2018; 24:2194-2202. [PMID: 29420222 DOI: 10.1158/1078-0432.ccr-17-3251] [Citation(s) in RCA: 75] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Revised: 12/28/2017] [Accepted: 01/29/2018] [Indexed: 11/16/2022]
Abstract
Purpose: Human papillomavirus (HPV) DNA methylation testing is a promising triage option for women testing HPV positive during cervical cancer screening. However, the extent to which methylation indicates precancer for all 12 carcinogenic HPV types has not been evaluated.Experimental Design: In this nested case-control study, we tested up to 30 cases of precancer [cervical intraepithelial neoplasia grade 3 (CIN3)/adenocarcinoma in situ (AIS)] and 30 normal controls for each carcinogenic type (single infections with 16/18/31/33/35/39/45/51/52/56/58/59). Next-generation bisulfite sequencing was performed on CpG sites within the L1 and L2 genes. We calculated differences in methylation, ORs, and AUC. Using a fixed sensitivity of 80%, we evaluated the specificity and the risk of CIN3/AIS for best performing CpG sites, and compared the performance of an explorative multi-type methylation assay with current triage strategies.Results: Methylation was positively associated with CIN3/AIS across all 12 types. AUCs for the top sites ranged from 0.71 (HPV51 and HPV56) to 0.86 (HPV18). A combined 12-type methylation assay had the highest Youden index (0.46), compared with cytology (0.31) and a 5-type methylation assay, including only previously described types (0.26). The 12-type methylation assay had higher sensitivity (80% vs. 76.6%) and lower test positivity compared with cytology (38.5% vs. 48.7%). The risk of CIN3/AIS was highest for methylation positives and lowest for cytology or HPV16/18 positives.Conclusions: HPV DNA methylation is a general phenomenon marking the transition from HPV infection to precancer for all 12 carcinogenic types. Development of a combined multitype methylation assay may serve as a triage test for HPV-positive women. Clin Cancer Res; 24(9); 2194-202. ©2018 AACR.
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Affiliation(s)
- Megan A Clarke
- Division of Cancer Epidemiology and Genetics, NCI, Rockville, MD, USA.
| | - Ana Gradissimo
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, New York
| | - Mark Schiffman
- Division of Cancer Epidemiology and Genetics, NCI, Rockville, MD, USA
| | - Jessica Lam
- Department of Pediatrics, Albert Einstein College of Medicine, Bronx, New York
| | | | - Barbara Fetterman
- Regional Laboratory, The Permanente Medical Group, Oakland, California
| | - Thomas Lorey
- Regional Laboratory, The Permanente Medical Group, Oakland, California
| | - Nancy Poitras
- Regional Laboratory, The Permanente Medical Group, Oakland, California
| | | | - Philip E Castle
- Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, New York
| | | | - Robert D Burk
- Departments of Epidemiology and Population Health, Microbiology and Immunology, and Obstetrics & Gynecology and Women's Health, Albert Einstein College of Medicine, Bronx, New York
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