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Molano M, Machalek DA, Tan G, Garland S, Balgovind P, Haqshenas G, Munnull G, Phillips S, Badman SG, Bolnga J, Cornall AM, Gabuzzi J, Kombati Z, Brotherton J, Saville M, Hawkes D, Kaldor J, Toliman PJ, Vallely AJ, Murray GL. Performance of CADM1, MAL and miR124-2 methylation as triage markers for early detection of cervical cancer in self-collected and clinician-collected samples: an exploratory observational study in Papua New Guinea. BMJ Open 2024; 14:e081282. [PMID: 38904134 PMCID: PMC11191780 DOI: 10.1136/bmjopen-2023-081282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 06/02/2024] [Indexed: 06/22/2024] Open
Abstract
OBJECTIVE WHO recommends human papillomavirus (HPV) testing for cervical screening, with triage of high-risk HPV (hrHPV) positive women. However, there are limitations to effective triage for low-resource, high-burden settings, such as Papua New Guinea. In this exploratory study, we assessed the performance of host methylation as triage tools for predicting high-grade squamous intraepithelial lesions (HSIL) in self-collected and clinician-collected samples. DESIGN Exploratory observational study. SETTING Provincial hospital, same-day cervical screen-and-treat trial, Papua New Guinea. PARTICIPANTS 44 hrHPV+women, with paired self/clinician-collected samples (4 squamous cell carcinomas (SCC), 19 HSIL, 4 low-grade squamous intraepithelial lesions, 17 normal). PRIMARY AND SECONDARY OUTCOME MEASURES Methylation levels of CADM1, MAL and miR124-2 analysed by methylation-specific PCRs against the clinical endpoint of HSIL or SCC (HSIL+) measured using liquid-based-cytology/p16-Ki67 stain. RESULTS In clinician-collected samples, MAL and miR124-2 methylation levels were significantly higher with increasing grade of disease (p=0.0046 and p<0.0015, respectively). miR124-2 was the best predictor of HSIL (area under the curve, AUC 0.819) while MAL of SCC (AUC 0.856). In self-collected samples, MAL best predicted HSIL (AUC 0.595) while miR124-2 SCC (AUC 0.812). Combined miR124-2/MAL methylation yielded sensitivity and specificity for HSIL+ of 90.5% (95% CI 69.6% to 98.8%) and 70% (95% CI 45.7% to 88.1%), respectively, in clinician-collected samples, and 81.8% (95% CI 59.7% to 94.8%) and 47.6% (95% CI 25.7% to 70.2%), respectively, in self-collected samples. miR124-2/MAL plus HPV16/HPV18 improved sensitivity for HSIL+ (95.2%, 95% CI 76.2% to 99.9%) but decreased specificity (55.0%, 95% CI 31.5% to 76.9%). CONCLUSION miR124-2/MAL methylation is a potential triage strategy for the detection of HSIL/SCC in low-income and middle-income country.
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Affiliation(s)
- Monica Molano
- Centre for Women's Infectious Diseases, The Royal Women's Hospital, Parkville, Victoria, Australia
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Dorothy A Machalek
- Centre for Women's Infectious Diseases, The Royal Women's Hospital, Parkville, Victoria, Australia
- Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - Grace Tan
- Australian Centre for the Prevention of Cervical Cancer, Melbourne, Victoria, Australia
| | - Suzanne Garland
- The Royal Women's Hospital, Parkville, Victoria, Australia
- Department of Obstetrics, Gynaecology and Newborn Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Prisha Balgovind
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- The Royal Women's Hospital, Parkville, Victoria, Australia
| | - Gholamreza Haqshenas
- The Royal Women's Hospital, Parkville, Victoria, Australia
- Department of Obstetrics, Gynaecology and Newborn Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Gloria Munnull
- Papua New Guinea Institute of Medical Research, Goroka, Papua New Guinea
| | - Samuel Phillips
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- The Royal Women's Hospital, Parkville, Victoria, Australia
| | - Steven G Badman
- Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - John Bolnga
- Papua New Guinea Institute of Medical Research, Goroka, Papua New Guinea
- Obstetrics and Gynaecology, Modilon General Hospital, Madang, Papua New Guinea
| | - Alyssa Marie Cornall
- Murdoch Children's Research Institute, Parkville, Victoria, Australia
- The Royal Women's Hospital, Parkville, Victoria, Australia
| | - Josephine Gabuzzi
- Papua New Guinea Institute of Medical Research, Goroka, Papua New Guinea
- Obstetrics and Gynaecology, Modilon General Hospital, Madang, Papua New Guinea
| | - Zure Kombati
- Tininga Clinic, Mount Hagen General Hospital, Mount Hagen, Western Highlands Province, Papua New Guinea
| | - Julia Brotherton
- Australian Centre for the Prevention of Cervical Cancer, Melbourne, Victoria, Australia
- School of Population Global Health, The University of Melbourne, Melbourne, Victoria, Australia
| | - Marion Saville
- Australian Centre for the Prevention of Cervical Cancer, Melbourne, Victoria, Australia
| | - David Hawkes
- Australian Centre for the Prevention of Cervical Cancer, Melbourne, Victoria, Australia
| | - John Kaldor
- Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
| | - Pamela Josephine Toliman
- Kirby Institute -Faculty of Medicine, University of New South Wales, Sydney, New South Wales, Australia
| | - Andrew John Vallely
- Kirby Institute, University of New South Wales, Sydney, New South Wales, Australia
- Sexual and Reproductive Health Unit, Papua New Guinea Institute of Medical Research, Goroka, Eastern Highlands Province, Papua New Guinea
| | - Gerald L Murray
- Centre for Women's Infectious Diseases, The Royal Women's Hospital, Parkville, Victoria, Australia
- Department of Obstetrics, Gynaecology and Newborn Health, The University of Melbourne, Melbourne, Victoria, Australia
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Fackler MJ, Pleas M, Li Y, Soni A, Xing D, Cope L, Ali S, Van Le Q, Van Nguyen C, Pham HT, Duong LM, Vanden Berg E, Wadee R, Michelow P, Chen WC, Joffe M, Fjeldbo CS, Lyng H, Sukumar S. Discovery and technical validation of high-performance methylated DNA markers for the detection of cervical lesions at risk of malignant progression in low- and middle-income countries. Clin Epigenetics 2024; 16:56. [PMID: 38643219 PMCID: PMC11032610 DOI: 10.1186/s13148-024-01669-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 04/04/2024] [Indexed: 04/22/2024] Open
Abstract
BACKGROUND Cervical cancer remains a leading cause of death, particularly in developing countries. WHO screening guidelines recommend human papilloma virus (HPV) detection as a means to identify women at risk of developing cervical cancer. While HPV testing identifies those at risk, it does not specifically distinguish individuals with neoplasia. We investigated whether a quantitative molecular test that measures methylated DNA markers could identify high-risk lesions in the cervix with accuracy. RESULTS Marker discovery was performed in TCGA-CESC Infinium Methylation 450 K Array database and verified in three other public datasets. The panel was technically validated using Quantitative Multiplex-Methylation-Specific PCR in tissue sections (N = 252) and cervical smears (N = 244) from the USA, South Africa, and Vietnam. The gene panel consisted of FMN2, EDNRB, ZNF671, TBXT, and MOS. Cervical tissue samples from all three countries showed highly significant differential methylation in squamous cell carcinoma (SCC) with a sensitivity of 100% [95% CI 74.12-100.00], and specificity of 91% [95% CI 62.26-99.53] to 96% [95% CI 79.01-99.78], and receiver operating characteristic area under the curve (ROC AUC) = 1.000 [95% CI 1.00-1.00] compared to benign cervical tissue, and cervical intraepithelial neoplasia 2/3 with sensitivity of 55% [95% CI 37.77-70.84] to 89% [95% CI 67.20-98.03], specificity of 93% [95% CI 84.07-97.38] to 96% [95% CI 79.01-99.78], and a ROC AUC ranging from 0.793 [95% CI 0.68-0.89] to 0.99 [95% CI 0.97-1.00] compared to CIN1. In cervical smears, the marker panel detected SCC with a sensitivity of 87% [95% CI 77.45-92.69], specificity 95% [95% CI 88.64-98.18], and ROC AUC = 0.925 [95% CI 0.878-0.974] compared to normal, and high-grade squamous intraepithelial lesion (HSIL) at a sensitivity of 70% (95% CI 58.11-80.44), specificity of 94% (95% CI 88.30-97.40), and ROC AUC = 0.884 (95% CI 0.822-0.945) compared to low-grade intraepithelial lesion (LSIL)/normal in an analysis of pooled data from the three countries. Similar to HPV-positive, HPV-negative cervical carcinomas were frequently hypermethylated for these markers. CONCLUSIONS This 5-marker panel detected SCC and HSIL in cervical smears with a high level of sensitivity and specificity. Molecular tests with the ability to rapidly detect high-risk HSIL will lead to timely treatment for those in need and prevent unnecessary procedures in women with low-risk lesions throughout the world. Validation of these markers in prospectively collected cervical smear cells followed by the development of a hypermethylated marker-based cervical cancer detection test is warranted.
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Affiliation(s)
- Mary Jo Fackler
- Women's Malignancies Program, Department of Oncology, Johns Hopkins University School of Medicine, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Rm 144, CRB1, Baltimore, MD, 21231, USA
| | - Madison Pleas
- Women's Malignancies Program, Department of Oncology, Johns Hopkins University School of Medicine, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Rm 144, CRB1, Baltimore, MD, 21231, USA
| | - Youran Li
- Women's Malignancies Program, Department of Oncology, Johns Hopkins University School of Medicine, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Rm 144, CRB1, Baltimore, MD, 21231, USA
| | - Anushri Soni
- Women's Malignancies Program, Department of Oncology, Johns Hopkins University School of Medicine, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Rm 144, CRB1, Baltimore, MD, 21231, USA
| | - Deyin Xing
- Women's Malignancies Program, Department of Oncology, Johns Hopkins University School of Medicine, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Rm 144, CRB1, Baltimore, MD, 21231, USA
| | - Leslie Cope
- Women's Malignancies Program, Department of Oncology, Johns Hopkins University School of Medicine, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Rm 144, CRB1, Baltimore, MD, 21231, USA
| | - Syed Ali
- Division of Cytopathology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Quang Van Le
- Hanoi Medical University, National Cancer Hospital, Hanoi, Vietnam
| | - Chu Van Nguyen
- Department of Quansu Pathology, National Cancer Hospital, Hanoi, Vietnam
| | - Han Thi Pham
- Department of Quansu Pathology, National Cancer Hospital, Hanoi, Vietnam
| | - Long Minh Duong
- Department of Quansu Pathology, National Cancer Hospital, Hanoi, Vietnam
| | - Eunice Vanden Berg
- Department of Anatomical Pathology, Faculty of Health Sciences, University of the Witwatersrand/National Health Laboratory Service, Johannesburg, South Africa
| | - Reubina Wadee
- Department of Anatomical Pathology, Faculty of Health Sciences, University of the Witwatersrand/National Health Laboratory Service, Johannesburg, South Africa
| | - Pamela Michelow
- Department of Anatomical Pathology, Faculty of Health Sciences, University of the Witwatersrand/National Health Laboratory Service, Johannesburg, South Africa
| | - Wenlong Carl Chen
- National Cancer Registry, National Health Laboratory Service, Johannesburg, South Africa
- Strengthening Oncology Services Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Maureen Joffe
- Strengthening Oncology Services Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Christina Saetan Fjeldbo
- Department of Radiation Biology, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway
| | - Heidi Lyng
- Department of Radiation Biology, Norwegian Radium Hospital, Oslo University Hospital, Oslo, Norway
- Department of Physics, University of Oslo, Oslo, Norway
| | - Saraswati Sukumar
- Women's Malignancies Program, Department of Oncology, Johns Hopkins University School of Medicine, Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins, 1650 Orleans Street, Rm 144, CRB1, Baltimore, MD, 21231, USA.
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Sinha A, Ghosh A, Ghosh A, Mathai S, Bhaumik J, Mukhopadhyay A, Maitra A, Biswas NK, Sengupta S. MAL expression downregulation through suppressive H3K27me3 marks at the promoter in HPV16-related cervical cancers is prognostically relevant and manifested by the interplay of novel MAL antisense long noncoding RNA AC103563.8, E7 oncoprotein and EZH2. Clin Epigenetics 2024; 16:40. [PMID: 38461243 PMCID: PMC10924967 DOI: 10.1186/s13148-024-01651-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 02/26/2024] [Indexed: 03/11/2024] Open
Abstract
BACKGROUND MAL (T-lymphocyte maturation-associated protein) is highly downregulated in most cancers, including cervical cancer (CaCx), attributable to promoter hypermethylation. Long noncoding RNA genes (lncGs) play pivotal roles in CaCx pathogenesis, by interacting with human papillomavirus (HPV)-encoded oncoproteins, and epigenetically regulating coding gene expression. Hence, we attempted to decipher the impact and underlying mechanisms of MAL downregulation in HPV16-related CaCx pathogenesis, by interrogating the interactive roles of MAL antisense lncRNA AC103563.8, E7 oncoprotein and PRC2 complex protein, EZH2. RESULTS Employing strand-specific RNA-sequencing, we confirmed the downregulated expression of MAL in association with poor overall survival of CaCx patients bearing HPV16, along with its antisense long noncoding RNA (lncRNA) AC103563.8. The strength of positive correlation between MAL and AC103563.8 was significantly high among patients compared to normal individuals. While downregulated expression of MAL was significantly associated with poor overall survival of CaCx patients bearing HPV16, AC103563.8 did not reveal any such association. We confirmed the enrichment of chromatin suppressive mark, H3K27me3 at MAL promoter, using ChIP-qPCR in HPV16-positive SiHa cells. Subsequent E7 knockdown in such cells significantly increased MAL expression, concomitant with decreased EZH2 expression and H3K27me3 marks at MAL promoter. In silico analysis revealed that both E7 and EZH2 bear the potential of interacting with AC103563.8, at the same binding domain. RNA immunoprecipitation with anti-EZH2 and anti-E7 antibodies, respectively, and subsequent quantitative PCR analysis in E7-silenced and unperturbed SiHa cells confirmed the interaction of AC103563.8 with EZH2 and E7, respectively. Apparently, AC103563.8 seems to preclude EZH2 and bind with E7, failing to block EZH2 function in patients. Thereby, enhanced EZH2 expression in the presence of E7 could potentially inactivate the MAL promoter through H3K27me3 marks, corroborating our previous results of MAL expression downregulation in patients. CONCLUSION AC103563.8-E7-EZH2 axis, therefore, appears to crucially regulate the expression of MAL, through chromatin inactivation in HPV16-CaCx pathogenesis, warranting therapeutic strategy development.
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Affiliation(s)
- Abarna Sinha
- National Institute of Biomedical Genomics, P.O.: N.S.S, Kalyani, 741251, West Bengal, India
| | - Abhisikta Ghosh
- National Institute of Biomedical Genomics, P.O.: N.S.S, Kalyani, 741251, West Bengal, India
| | - Arnab Ghosh
- National Institute of Biomedical Genomics, P.O.: N.S.S, Kalyani, 741251, West Bengal, India
| | - Sonia Mathai
- Tata Medical Center, Kolkata, West Bengal, India
| | | | - Asima Mukhopadhyay
- Kolkata Gynecological Oncology Trials and Translational Research Group, Kolkata, West Bengal, India
| | - Arindam Maitra
- National Institute of Biomedical Genomics, P.O.: N.S.S, Kalyani, 741251, West Bengal, India
| | - Nidhan K Biswas
- National Institute of Biomedical Genomics, P.O.: N.S.S, Kalyani, 741251, West Bengal, India
| | - Sharmila Sengupta
- National Institute of Biomedical Genomics, P.O.: N.S.S, Kalyani, 741251, West Bengal, India.
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Salta S, Lobo J, Magalhães B, Henrique R, Jerónimo C. DNA methylation as a triage marker for colposcopy referral in HPV-based cervical cancer screening: a systematic review and meta-analysis. Clin Epigenetics 2023; 15:125. [PMID: 37533074 PMCID: PMC10399027 DOI: 10.1186/s13148-023-01537-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Accepted: 07/21/2023] [Indexed: 08/04/2023] Open
Abstract
BACKGROUND Screening plays a key role in secondary prevention of cervical cancer. High-risk human papillomavirus (hrHPV) testing, a highly sensitive test but with limited specificity, has become the gold standard frontline for screening programs. Thus, the importance of effective triage strategies, including DNA methylation markers, has been emphasized. Despite the potential reported in individual studies, methylation markers still require validation before being recommended for clinical practice. This systematic review and meta-analysis aimed to evaluate the performance of DNA methylation-based biomarkers for detecting high-grade intraepithelial lesions (HSIL) in hrHPV-positive women. METHODS Hence, PubMed, Scopus, and Cochrane databases were searched for studies that assessed methylation in hrHPV-positive women in cervical scrapes. Histologically confirmed HSIL was used as endpoint and QUADAS-2 tool enabled assessment of study quality. A bivariate random-effect model was employed to pool the estimated sensitivity and specificity as well as positive (PPV) and negative (NPV) predictive values. RESULTS Twenty-three studies were included in this meta-analysis, from which cohort and referral population-based studies corresponded to nearly 65%. Most of the women analyzed were Dutch, and CADM1, FAM19A4, MAL, and miR124-2 were the most studied genes. Pooled sensitivity and specificity were 0.68 (CI 95% 0.63-0.72) and 0.75 (CI 95% 0.71-0.80) for cervical intraepithelial neoplasia (CIN) 2+ detection, respectively. For CIN3+ detection, pooled sensitivity and specificity were 0.78 (CI 95% 0.74-0.82) and 0.74 (CI 95% 0.69-0.78), respectively. For pooled prevalence, PPV for CIN2+ and CIN3+ detection were 0.514 and 0.392, respectively. Furthermore, NPV for CIN2+ and CIN3+ detection were 0.857 and 0.938, respectively. CONCLUSIONS This meta-analysis confirmed the great potential of DNA methylation-based biomarkers as triage tool for hrHPV-positive women in cervical cancer screening. Standardization and improved validation are, however, required. Nevertheless, these markers might represent an excellent alternative to cytology and genotyping for colposcopy referral of hrHPV-positive women, allowing for more cost-effective screening programs.
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Affiliation(s)
- Sofia Salta
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP) / RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
- Doctoral Program in Molecular Pathology and Genetics, School of Medicine & Biomedical Sciences (ICBAS-UP), Rua de Jorge Viterbo Ferreira, 228, 4050-313, Porto, Portugal
- ESS, Polytechnic of Porto, Rua Dr. António Bernardino de Almeida, 400, 4200-072, Porto, Portugal
| | - João Lobo
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP) / RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
- Department of Pathology and Molecular Immunology, School of Medicine and Biomedical Sciences (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513, Porto, Portugal
| | - Bruno Magalhães
- Oncology Nursing Research Unit, Research Center of IPO Porto (CI-IPOP) /CI-IPOP@RISE (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
- School of Health, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal
- Clinical Academic Centre of Trás-os-Montes and Alto Douro (CACTMAD), Vila Real, Portugal
| | - Rui Henrique
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP) / RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
- Department of Pathology and Molecular Immunology, School of Medicine and Biomedical Sciences (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513, Porto, Portugal.
| | - Carmen Jerónimo
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP) / RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center Raquel Seruca (Porto.CCC), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
- Department of Pathology and Molecular Immunology, School of Medicine and Biomedical Sciences (ICBAS-UP), Rua Jorge Viterbo Ferreira 228, 4050-513, Porto, Portugal.
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Labat-de-Hoz L, Rubio-Ramos A, Correas I, Alonso MA. The MAL Family of Proteins: Normal Function, Expression in Cancer, and Potential Use as Cancer Biomarkers. Cancers (Basel) 2023; 15:2801. [PMID: 37345137 DOI: 10.3390/cancers15102801] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 04/06/2023] [Accepted: 05/15/2023] [Indexed: 06/23/2023] Open
Abstract
The MAL family of integral membrane proteins consists of MAL, MAL2, MALL, PLLP, CMTM8, MYADM, and MYADML2. The best characterized members are elements of the machinery that controls specialized pathways of membrane traffic and cell signaling. This review aims to help answer the following questions about the MAL-family genes: (i) is their expression regulated in cancer and, if so, how? (ii) What role do they play in cancer? (iii) Might they have biomedical applications? Analysis of large-scale gene expression datasets indicated altered levels of MAL-family transcripts in specific cancer types. A comprehensive literature search provides evidence of MAL-family gene dysregulation and protein function repurposing in cancer. For MAL, and probably for other genes of the family, dysregulation is primarily a consequence of gene methylation, although copy number alterations also contribute to varying degrees. The scrutiny of the two sources of information, datasets and published studies, reveals potential prognostic applications of MAL-family members as cancer biomarkers-for instance, MAL2 in breast cancer, MAL2 and MALL in pancreatic cancer, and MAL and MYADM in lung cancer-and other biomedical uses. The availability of validated antibodies to some MAL-family proteins sanctions their use as cancer biomarkers in routine clinical practice.
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Affiliation(s)
- Leticia Labat-de-Hoz
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Armando Rubio-Ramos
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Isabel Correas
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, 28049 Madrid, Spain
- Department of Molecular Biology, Universidad Autónoma de Madrid, 28049 Madrid, Spain
| | - Miguel A Alonso
- Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas, Universidad Autónoma de Madrid, 28049 Madrid, Spain
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Lu AKM, Hsieh S, Yang CT, Wang XY, Lin SH. DNA methylation signature of psychological resilience in young adults: Constructing a methylation risk score using a machine learning method. Front Genet 2023; 13:1046700. [PMID: 36712885 PMCID: PMC9877348 DOI: 10.3389/fgene.2022.1046700] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 12/29/2022] [Indexed: 01/15/2023] Open
Abstract
Resilience is a process associated with the ability to recover from stress and adversity. We aimed to explore the resilience-associated DNA methylation signatures and evaluate the abilities of methylation risk scores to discriminate low resilience (LR) individuals. The study recruited 78 young adults and used Connor-Davidson Resilience Scale (CD-RISC) to divide them into low and high resilience groups. We randomly allocated all participants of two groups to the discovery and validation sets. We used the blood DNA of the subjects to conduct a genome-wide methylation scan and identify the significant methylation differences of CpG Sites in the discovery set. Moreover, the classification accuracy of the DNA methylation probes was confirmed in the validation set by real-time quantitative methylation-specific polymerase chain reaction. In the genome-wide methylation profiling between LR and HR individuals, seventeen significantly differentially methylated probes were detected. In the validation set, nine DNA methylation signatures within gene coding regions were selected for verification. Finally, three methylation probes [cg18565204 (AARS), cg17682313 (FBXW7), and cg07167608 (LINC01107)] were included in the final model of the methylation risk score for LR versus HR. These methylation risk score models of low resilience demonstrated satisfactory discrimination by logistic regression and support vector machine, with an AUC of 0.81 and 0.93, accuracy of 72.3% and 87.1%, sensitivity of 75%, and 87.5%, and specificity of 70% and 80%. Our findings suggest that methylation signatures can be utilized to identify individuals with LR and establish risk score models that may contribute to the field of psychology.
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Affiliation(s)
- Andrew Ke-Ming Lu
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Shulan Hsieh
- Department of Psychology, College of Social Sciences, National Cheng Kung University, Tainan, Taiwan
| | - Cheng-Ta Yang
- Department of Psychology, College of Social Sciences, National Cheng Kung University, Tainan, Taiwan,Graduate Institute of Mind, Brain, and Consciousness, Taipei Medical University, Taipei, Taiwan
| | - Xin-Yu Wang
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Sheng-Hsiang Lin
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan,Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan,Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan,*Correspondence: Sheng-Hsiang Lin,
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Lu AKM, Lin JJ, Tseng HH, Wang XY, Jang FL, Chen PS, Huang CC, Hsieh S, Lin SH. DNA methylation signature aberration as potential biomarkers in treatment-resistant schizophrenia: Constructing a methylation risk score using a machine learning method. J Psychiatr Res 2023; 157:57-65. [PMID: 36442407 DOI: 10.1016/j.jpsychires.2022.11.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 11/08/2022] [Accepted: 11/12/2022] [Indexed: 11/18/2022]
Abstract
Treatment-resistant schizophrenia (TRS) is defined as a non-response to at least two trials of antipsychotic medication with an adequate dose and duration. We aimed to evaluate the discriminant abilities of DNA methylation probes and methylation risk score between treatment-resistant schizophrenia and non-treatment-resistant schizophrenia. This study recruited 96 schizophrenia patients (TRS and non-TRS) and 56 healthy controls (HC). Participants were divided into a discovery set and a validation set. In the discovery set, we conducted genome-wide methylation analysis (human MethylationEPIC 850K BeadChip) on the subject's blood DNA and discriminated significant methylation signatures, then verified these methylation signatures in the validation set. Based on genome-wide scans of TRS versus non-TRS, thirteen differentially methylated probes were identified at FDR <0.05 and >20% differences in DNA methylation β-values. Next, we selected six probes within gene coding regions (LOC404266, LOXL2, CERK, CHMP7, and SLC17A9) to conduct verification in the validation set using quantitative methylation-specific PCR (qMSP). These six methylation probes showed satisfactory discrimination between TRS patients and non-TRS patients, with an AUC ranging from 0.83 to 0.92, accuracy ranging from 77.8% to 87.3%, sensitivity ranging from 80% to 90%, and specificity ranging from 65.6% to 85%. This methylation risk score model showed satisfactory discrimination between TRS patients and non-TRS patients, with an accuracy of 88.3%. These findings support that methylation signatures may be used as an indicator of TRS vulnerability and provide a model for the clinical use of methylation to identify TRS.
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Affiliation(s)
- Andrew Ke-Ming Lu
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Jin-Jia Lin
- Department of Psychiatry, Chi Mei Medical Center, Tainan, Taiwan
| | - Huai-Hsuan Tseng
- Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Xin-Yu Wang
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Fong-Lin Jang
- Department of Psychiatry, Chi Mei Medical Center, Tainan, Taiwan
| | - Po-See Chen
- Department of Psychiatry, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Institute of Behavioral Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chih-Chun Huang
- Department of Psychiatry, National Cheng Kung University Hospital, Dou-Liou Branch, Yunlin, Taiwan
| | - Shulan Hsieh
- Department of Psychology, College of Social Sciences, National Cheng Kung University, Tainan, Taiwan
| | - Sheng-Hsiang Lin
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan; Biostatistics Consulting Center, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
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8
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Adcock R, Nedjai B, Lorincz AT, Scibior‐Bentkowska D, Banwait R, Torrez‐Martinez N, Robertson M, Cuzick J, Wheeler CM. DNA methylation testing with S5 for triage of high-risk HPV positive women. Int J Cancer 2022; 151:993-1004. [PMID: 35477862 PMCID: PMC9543033 DOI: 10.1002/ijc.34050] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2021] [Revised: 03/31/2022] [Accepted: 04/08/2022] [Indexed: 11/10/2022]
Abstract
Methylation of host and viral genes is promising for triage of women with high-risk human papillomavirus infections (hrHPV). Using a population-based sample of hrHPV positive women with cervical biopsies within 12 months after cervical screening, the clinical value of the S5 methylation classifier (S5), HPV genotyping and cytology were compared as potential triage tests, for outcomes of cervical intraepithelial neoplasia (CIN) grade 3 or greater (CIN3+), CIN2+ and CIN2, and the area under the curve (AUC) calculated. S5 scores increased with histopathology severity (Ptrend < .001). For CIN3+, the AUC was 0.780 suggesting S5 provides good discrimination between
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Affiliation(s)
- Rachael Adcock
- Centre for Cancer Prevention, Wolfson Institute of Population HealthQueen Mary University of LondonLondonUK
- Center for HPV PreventionUniversity of New Mexico Comprehensive Cancer CenterAlbuquerqueNew MexicoUSA
| | - Belinda Nedjai
- Centre for Cancer Prevention, Wolfson Institute of Population HealthQueen Mary University of LondonLondonUK
| | - Attila T. Lorincz
- Centre for Cancer Prevention, Wolfson Institute of Population HealthQueen Mary University of LondonLondonUK
| | - Dorota Scibior‐Bentkowska
- Centre for Cancer Prevention, Wolfson Institute of Population HealthQueen Mary University of LondonLondonUK
| | - Rawinder Banwait
- Centre for Cancer Prevention, Wolfson Institute of Population HealthQueen Mary University of LondonLondonUK
| | - Norah Torrez‐Martinez
- Center for HPV PreventionUniversity of New Mexico Comprehensive Cancer CenterAlbuquerqueNew MexicoUSA
| | - Michael Robertson
- Center for HPV PreventionUniversity of New Mexico Comprehensive Cancer CenterAlbuquerqueNew MexicoUSA
| | - Jack Cuzick
- Centre for Cancer Prevention, Wolfson Institute of Population HealthQueen Mary University of LondonLondonUK
| | - Cosette M. Wheeler
- Center for HPV PreventionUniversity of New Mexico Comprehensive Cancer CenterAlbuquerqueNew MexicoUSA
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9
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Combined Liquid Biopsy Methylation Analysis of CADM1 and MAL in Cervical Cancer Patients. Cancers (Basel) 2022; 14:cancers14163954. [PMID: 36010947 PMCID: PMC9406083 DOI: 10.3390/cancers14163954] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 08/11/2022] [Accepted: 08/12/2022] [Indexed: 11/28/2022] Open
Abstract
Cervical cancer is the fourth most common cancer in women, which is associated in >95% with a high-risk human papillomavirus (HPV) infection. Methylation of specific genes has been closely associated with the progress of cervical high-grade dysplastic lesions to invasive carcinomas. Therefore, DNA methylation has been proposed as a triage for women infected with high-risk HPV. Methylation analyses of cervical cancer tissue have shown that cell adhesion molecule 1 (CADM1) and myelin and lymphocyte protein (MAL) methylation are present in over 90% of all cervical high-grade neoplasias and invasive cervical cancers. Here, we established a liquid biopsy-based assay to detect MAL and CADM1 methylation in cell free (cf)DNA of cervical cancer. Methylation of the target gene was validated on bisulfite converted smear-DNA from cervical dysplasia patients and afterward applied to cfDNA using quantitative real-time PCR. In 52 smears, a combined analysis of CADM1 and/or MAL (CADM1/MAL) showed methylation in 86.5% of the cases. In cfDNA samples of 24 cervical cancer patients, CADM1/MAL methylation was detected in 83.3% of the cases. CADM1/MAL methylation was detected already in 81.8% of stage I-II patients showing the high sensitivity of this liquid biopsy assay. In combination with a specificity of 95.5% towards healthy donors (HD) and an area under the curve (AUC) of 0.872 in the receiver operating characteristic (ROC) analysis, CADM1/MAL cfDNA methylation detection might represent a novel and promising liquid biopsy marker in cervical cancer.
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10
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Zhang L, Tan W, Yang H, Zhang S, Dai Y. Detection of Host Cell Gene/HPV DNA Methylation Markers: A Promising Triage Approach for Cervical Cancer. Front Oncol 2022; 12:831949. [PMID: 35402283 PMCID: PMC8990922 DOI: 10.3389/fonc.2022.831949] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 02/28/2022] [Indexed: 02/05/2023] Open
Abstract
Cervical cancer is the most prevalent gynecologic malignancy, especially in women of low- and middle-income countries (LMICs). With a better understanding of the etiology and pathogenesis of cervical cancer, it has been well accepted that this type of cancer can be prevented and treated via early screening. Due to its higher sensitivity than cytology to identify precursor lesions of cervical cancer, detection of high-risk human papillomavirus (HR-HPV) DNA has been implemented as the primary screening approach. However, a high referral rate for colposcopy after HR-HPV DNA detection due to its low specificity in HR-HPV screening often leads to overtreatment and thus increases the healthcare burden. Emerging evidence has demonstrated that detection of host cell gene and/or HPV DNA methylation represents a promising approach for the early triage of cervical cancer in HR-HPV-positive women owing to its convenience and comparable performance to cytology, particularly in LMICs with limited healthcare resources. While numerous potential markers involving DNA methylation of host cell genes and the HPV genome have been identified thus far, it is crucial to define which genes or panels involving host and/or HPV are feasible and appropriate for large-scale screening and triage. An ideal approach for screening and triage of CIN/ICC requires high sensitivity and adequate specificity and is suitable for self-sampling and inexpensive to allow population-based screening, particularly in LMICs. In this review, we summarize the markers of host cell gene/HR-HPV DNA methylation and discuss their triage performance and feasibility for high-grade precancerous cervical intraepithelial neoplasia or worse (CIN2+ and CIN3+) in HR-HPV-positive women.
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Affiliation(s)
- Lingyi Zhang
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin University, Changchun, China.,Department of Gynecology and Obstetrics, The Second Hospital of Jilin University, Changchun, China
| | - Wenxi Tan
- Department of Gynecology and Obstetrics, The Second Hospital of Jilin University, Changchun, China
| | - Hongmei Yang
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin University, Changchun, China.,Department of Critical Care Medicine, The First Hospital of Jilin University, Changchun, China
| | - Songling Zhang
- Department of Obstetrics and Gynecology, The First Hospital of Jilin University, Changchun, China
| | - Yun Dai
- Laboratory of Cancer Precision Medicine, The First Hospital of Jilin University, Changchun, China
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11
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Salta S, Maia-Moço L, Estevão-Pereira H, Sequeira JP, Vieira R, Bartosch C, Petronilho S, Monteiro P, Sousa A, Baldaque I, Rodrigues J, Sousa H, Tavares F, Henrique R, Jerónimo C. Performance of DNA methylation-based biomarkers in the cervical cancer screening program of northern Portugal: A feasibility study. Int J Cancer 2021; 149:1916-1925. [PMID: 34460099 DOI: 10.1002/ijc.33778] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 07/28/2021] [Accepted: 08/12/2021] [Indexed: 12/16/2022]
Abstract
Cervical cancer remains a health concern. Effective screening programs are critical to reduce the incidence and mortality. High-risk HPV (hr-HPV) testing as primary screening tool discloses high sensitivity but suboptimal specificity. Adequate triage tests to reduce unnecessary colposcopy referrals and overdiagnosis/overtreatment are crucial. Hence, we aimed to validate a panel of DNA methylation-based markers as triage test for women hr-HPV+ in the population-based Regional Cervical Cancer Screening Program of Northern Portugal. Firstly, CADM1, MAL, FAM19A4 and hsa-miR124-2 promoter methylation levels were assessed by multiplex QMSP in a testing set of 402 FFPE tissue samples (159 normal samples and 243 cervical lesions, including 39 low-grade intraepithelial squamous lesions [LSIL], 59 high-grade intraepithelial squamous lesions [HSIL] and 145 cancerous lesions). Then, preliminary validation was performed in 125 hr-HPV+ cervical scrapes (including 59 normal samples, 30 LSIL, 34 HSIL and 2 cancerous lesions). Higher MALme , FAM19A4me and hsa-miR124-2me methylation levels were disclosed in histological HSIL or worse (HSIL+) in testing set. Individually, markers depicted over 86% specificity for HSIL+ detection. In validation set, all these genes significantly differed between histological HSIL+ and low-grade squamous intraepithelial lesions or less. In combination, these markers reached 74% specificity and 61% sensitivity for identification of histological HSIL+. We concluded that host gene methylation might constitute a useful referral triage tool of hr-HPV+ women enrolled in the Cervical Cancer Screening Program of Northern Portugal.
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Affiliation(s)
- Sofia Salta
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal.,Doctoral Program in Molecular Pathology and Genetics, School of Medicine and Biomedical Sciences-University of Porto (ICBAS-UP), Porto, Portugal
| | - Leonardo Maia-Moço
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal
| | - Helena Estevão-Pereira
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal
| | - José Pedro Sequeira
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal.,Master Program in Oncology, School of Medicine and Biomedical Sciences-University of Porto (ICBAS-UP), Porto, Portugal
| | - Renata Vieira
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal.,Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Carla Bartosch
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal.,Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Department of Pathology and Molecular Immunology, School of Medicine and Biomedical Sciences-University of Porto (ICBAS-UP), Porto, Portugal
| | - Sara Petronilho
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal.,Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Department of Pathology and Molecular Immunology, School of Medicine and Biomedical Sciences-University of Porto (ICBAS-UP), Porto, Portugal
| | - Paula Monteiro
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Ana Sousa
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Molecular Oncology and Viral Pathology Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal
| | - Inês Baldaque
- Virology Service, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | - Jéssica Rodrigues
- Cancer Epidemiology Group, IPO Porto Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal.,Centre of Mathematics (CMAT), University of Minho, Campus de Gualtar, Braga, Portugal
| | - Hugo Sousa
- Molecular Oncology and Viral Pathology Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal.,Virology Service, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal
| | | | - Rui Henrique
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal.,Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto), Porto, Portugal.,Department of Pathology and Molecular Immunology, School of Medicine and Biomedical Sciences-University of Porto (ICBAS-UP), Porto, Portugal
| | - Carmen Jerónimo
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP)/RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto)/Porto Comprehensive Cancer Center (Porto.CCC), Porto, Portugal.,Department of Pathology and Molecular Immunology, School of Medicine and Biomedical Sciences-University of Porto (ICBAS-UP), Porto, Portugal
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12
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Thuijs NB, Berkhof J, Özer M, Duin S, van Splunter AP, Snoek BC, Heideman DAM, van Beurden M, Steenbergen RDM, Bleeker MCG. DNA methylation markers for cancer risk prediction of vulvar intraepithelial neoplasia. Int J Cancer 2021; 148:2481-2488. [PMID: 33426639 PMCID: PMC8048962 DOI: 10.1002/ijc.33459] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 12/01/2020] [Accepted: 12/16/2020] [Indexed: 12/21/2022]
Abstract
Current clinical and histological classifications are unable to determine the risk of vulvar squamous cell carcinoma (VSCC) in high-grade vulvar intraepithelial neoplasia (VIN), making prognostic biomarkers highly needed. We studied host-cell DNA methylation markers in high-grade squamous intraepithelial lesion (HSIL) and differentiated VIN (dVIN) without VSCC, in HSIL and dVIN adjacent to VSCC and in human papillomavirus (HPV) positive and negative VSCC, relative to control vulvar tissues. A series of 192 formalin-fixed paraffin-embedded vulvar samples, including VSCC (n = 58), VIN adjacent to VSCC (n = 30), VIN without VSCC during follow-up (n = 41) and normal vulvar tissues (n = 63), were tested for 12 DNA methylation markers with quantitative multiplex methylation-specific PCR (qMSP). HPV status was determined by p16INK4A immunohistochemistry and high-risk HPV PCR analysis. Logistic regression analyses were used to determine methylation patterns and methylation marker performance for VIN and VSCC detection. Methylation markers showed significantly higher methylation levels with increasing severity of disease. VIN adjacent to VSCC showed a similar methylation-high pattern as VSCC, while VIN without VSCC displayed a heterogeneous methylation pattern. Vulvar carcinogenesis is associated with increased DNA methylation. Higher DNA methylation levels in VIN seem to reflect higher cancer risk, emphasizing the high potential of DNA methylation biomarkers in the diagnostic workup of VIN. As a next step, longitudinal studies are needed to verify the prognostic value of methylation biomarkers as a clinical tool for stratification of cancer risk in women with VIN.
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Affiliation(s)
- Nikki B. Thuijs
- Pathology, Cancer Center AmsterdamAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Johannes Berkhof
- Epidemiology and Data ScienceAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Müjde Özer
- Plastic, Reconstructive and Hand SurgeryAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Sylvia Duin
- Pathology, Cancer Center AmsterdamAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Annina P. van Splunter
- Pathology, Cancer Center AmsterdamAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Barbara C. Snoek
- Pathology, Cancer Center AmsterdamAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Daniëlle A. M. Heideman
- Pathology, Cancer Center AmsterdamAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Marc van Beurden
- Department of GynecologyAntoni van Leeuwenhoek hospitalAmsterdamThe Netherlands
| | - Renske D. M. Steenbergen
- Pathology, Cancer Center AmsterdamAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
| | - Maaike C. G. Bleeker
- Pathology, Cancer Center AmsterdamAmsterdam UMC, Vrije Universiteit AmsterdamAmsterdamThe Netherlands
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13
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Dick S, Verhoef L, De Strooper LM, Ciocănea-Teodorescu I, Wisman GBA, Meijer CJ, Bleeker MC, Steenbergen RD, Heideman DA. Evaluation of six methylation markers derived from genome-wide screens for detection of cervical precancer and cancer. Epigenomics 2020; 12:1569-1578. [PMID: 32938193 DOI: 10.2217/epi-2019-0331] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
Aim: To evaluate the triage performance of six host-cell DNA methylation markers derived from two genome-wide discovery screens for detection of cervical precancer (cervical intraepithelial neoplasia 3 [CIN]) and cancer. Materials & methods: Human papillomavirus-positive cervical scrapes of controls (≤CIN1; n = 352) and women diagnosed with CIN3 (n = 175) or cervical cancer (n = 50) were analyzed for methylation of ASCL1, LHX8, ST6GALNAC5, GHSR, SST and ZIC1. Results: Methylation levels increased significantly with disease severity (all markers p < 0.001). Three markers (ASCL1, LHX8, ZIC1) showed receiver operating characteristic curves with area under the curve >0.800 after leave-one-out cross-validation. Bi-marker panel ASCL1/LHX8 had highest area under the curve (0.882), and detected 83.4% of CIN3 and all cervical cancers at specificity of 82.4%. Conclusion: All six methylation markers showed an equivalent, high performance for the triage of human papillomavirus-positive women using cervical scrapes with complementarity between markers.
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Affiliation(s)
- Stèfanie Dick
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Lisanne Verhoef
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Lise Ma De Strooper
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Iuliana Ciocănea-Teodorescu
- Amsterdam UMC, Vrije Universiteit Amsterdam, Epidemiology & Biostatistics, De Boelelaan 1117, Amsterdam, The Netherlands
| | - G Bea A Wisman
- University of Groningen, University Medical Centre Groningen, Gynaecologic Oncology, Cancer Research Center Groningen, Groningen, The Netherlands
| | - Chris Jlm Meijer
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Maaike Cg Bleeker
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Renske Dm Steenbergen
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
| | - Daniëlle Am Heideman
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, De Boelelaan 1117, Amsterdam, The Netherlands
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14
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Gu YY, Zhou GN, Wang Q, Ding JX, Hua KQ. Evaluation of a methylation classifier for predicting pre-cancer lesion among women with abnormal results between HPV16/18 and cytology. Clin Epigenetics 2020; 12:57. [PMID: 32317020 PMCID: PMC7175486 DOI: 10.1186/s13148-020-00849-x] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Accepted: 04/08/2020] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Although HPV testing and cytology detection are successful for cervical screening in China, additional procedures are urgently required to avoid misdiagnosis and overtreatment. In this multicenter study, we collected cervical samples during screening in clinics. A total of 588 women with HPV16/18+ and/or cytology result ≥HSIL+ (high-grade squamous intraepithelial lesion or worse) were referred to colposcopy for pathological diagnosis. Methylation of S5 was quantified by pyrosequencing. RESULTS The S5 classifier separates women with ≥HSIL+ from CONCLUSION The S5 classifier with high sensitivity and specificity provided increasing diagnostic information for women with HPV16/18+ and/or cytology results and could reduce the numerous unnecessary colposcopy referrals and avoid overtreatment.
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Affiliation(s)
- Yuan-Yuan Gu
- Department of Gynecology, The Obstetrics and Gynecology Hospital of Fudan University, 419 Fang-Xie Road, Shanghai, 200011, People's Republic of China
| | - Guan-Nan Zhou
- Department of Gynecology, The Obstetrics and Gynecology Hospital of Fudan University, 419 Fang-Xie Road, Shanghai, 200011, People's Republic of China
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, 200011, China
| | - Qing Wang
- Department of Gynecology, The Obstetrics and Gynecology Hospital of Fudan University, 419 Fang-Xie Road, Shanghai, 200011, People's Republic of China
| | - Jing-Xin Ding
- Department of Gynecology, The Obstetrics and Gynecology Hospital of Fudan University, 419 Fang-Xie Road, Shanghai, 200011, People's Republic of China.
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, 200011, China.
| | - Ke-Qin Hua
- Department of Gynecology, The Obstetrics and Gynecology Hospital of Fudan University, 419 Fang-Xie Road, Shanghai, 200011, People's Republic of China.
- Shanghai Key Laboratory of Female Reproductive Endocrine Related Diseases, Shanghai, 200011, China.
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15
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Beiersdorf J, Scheungraber C, Wunsch K, Schmitz M, Hansel A, Hoyer H, Gajda M, Greinke C, Runnebaum IB, Dürst M, Backsch C. Combined assessment of 3q26 amplification and promoter methylation in patients with high grade cervical lesions show age specific differences. Genes Chromosomes Cancer 2019; 59:168-177. [PMID: 31631454 DOI: 10.1002/gcc.22818] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 10/15/2019] [Accepted: 10/16/2019] [Indexed: 12/21/2022] Open
Abstract
A considerable proportion of high grade cervical intraepithelial lesions (CIN2/3) are known to resolve on their own especially among young women. However, since reliable prognostic markers are still lacking, the diagnosis "CIN3" is still an indication for surgery which may result in overtreatment. It is conceivable that a combination of different, ideally independent molecular markers may provide more reliable results. In the present cross-sectional study two established triage markers, 3q26 amplification and a methylation signature, were evaluated in an age-dependent manner. The patient cohort comprised 60 patients with histologically confirmed CIN2/3 in two equally sized age groups (<30 years, ≥30 years). Cervical scrapes were analyzed by interphase fluorescence in situ hybridization for 3q26 amplification and methylation specific PCR (GynTect®) for six different genome regions. Both assays showed a significantly different pattern of test outcome independent of age (P = .001). Moreover, the combination of both assays differed significantly for double positive and double negative cases when comparing the two age groups: In patients <30 years there were clearly less cases with positive methylation signature and amplification of 3q26 as in women ≥30 years (23% vs 63%, Bonferroni adjusted P = .016). Of particular interest is the finding that double negative results were exclusive for the young age group (0% vs 27%, Bonferroni adjusted P = .020). Since regression of CIN2/3 characteristically occurs among young women it is tempting to speculate that a double negative test result could be prognostic for regression of CIN2/3. This will have to be investigated further in a prospective longitudinal intervention study.
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Affiliation(s)
- Josefine Beiersdorf
- Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Cornelia Scheungraber
- Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | | | | | | | - Heike Hoyer
- Institute of Medical Statistics, Information Sciences and Documentation, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Mieczyslaw Gajda
- Institute of Pathology, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Christiane Greinke
- Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Ingo B Runnebaum
- Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Matthias Dürst
- Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Friedrich Schiller University, Jena, Germany
| | - Claudia Backsch
- Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Friedrich Schiller University, Jena, Germany
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16
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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. [PMID: 31616037 PMCID: PMC6889421 DOI: 10.1038/s41416-019-0593-4] [Citation(s) in RCA: 70] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2019] [Revised: 09/09/2019] [Accepted: 09/10/2019] [Indexed: 12/16/2022] Open
Abstract
Background To conduct a meta-analysis of performance of DNA methylation in women with high-grade cervical intraepithelial neoplasia (CIN2+). Methods Medline and Embase databases were searched for studies of methylation markers versus histological endpoints. Pooled sensitivity, specificity and positive predictive value (PPV) for CIN2+ were derived from bivariate models. Relative sensitivity and specificity for CIN2+ compared to cytology and HPV16/18 genotyping were pooled using random-effects models. Results Sixteen thousand three hundred thirty-six women in 43 studies provided data on human genes (CADM1, MAL, MIR-124-2, FAM19A4, POU4F3, EPB41L3, PAX1, SOX1) and HPV16 (L1/L2). Most (81%) studies evaluated methylation assays following a high-risk (HR)-HPV-positive or abnormal cytology result. Pooled CIN2+ and CIN3+ prevalence was 36.7% and 21.5%. For a set specificity of 70%, methylation sensitivity for CIN2+ and CIN3+ were 68.6% (95% CI: 62.9–73.8) and 71.1% (95% CI: 65.7–76.0) and PPV were 53.4% (95% CI: 44.4–62.1) and 35.0% (95% CI: 28.9–41.6). Among HR-HPV+ women, the relative sensitivity of methylation for CIN2+ was 0.81 (95% CI: 0.63–1.04) and 1.22 (95% CI: 1.05–1.42) compared to cytology of atypical squamous cells of undetermined significance, or greater (ASCUS+) and HPV16/18 genotyping, respectively, while relative specificity was 1.25 (95% CI: 0.99–1.59) and 1.03 (95% CI: 0.94–1.13), respectively. Conclusion DNA methylation is significantly higher in CIN2+ and CIN3+ compared to ≤CIN1. As triage test, DNA methylation has higher specificity than cytology ASCUS+ and higher sensitivity than HPV16/18 genotyping.
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Del Pino M, Sierra A, Marimon L, Martí Delgado C, Rodriguez-Trujillo A, Barnadas E, Saco A, Torné A, Ordi J. CADM1, MAL, and miR124 Promoter Methylation as Biomarkers of Transforming Cervical Intrapithelial Lesions. Int J Mol Sci 2019; 20:ijms20092262. [PMID: 31067838 PMCID: PMC6539131 DOI: 10.3390/ijms20092262] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2019] [Revised: 05/02/2019] [Accepted: 05/07/2019] [Indexed: 11/16/2022] Open
Abstract
Background: Squamous intraepithelial lesions/cervical intraepithelial neoplasias (SIL/CIN) are high-risk human papilloma virus (hrHPV)-related lesions which are considered as high grade (HSIL/CIN2-3) or low grade (LSIL/CIN1) lesions according to their risk of progression to cervical cancer (CC). Most HSIL/CIN2-3 are considered as transforming hrHPV infections, so truly CC precursors, although some clear spontaneously. hrHPV testing has a high sensitivity for the detection of HSIL/CIN2-3 but a relatively low specificity for identifying transforming lesions. We aimed to determine whether the combination of CADM1, MAL and miR124 promoter methylation status assessed in histological samples can be used as a biomarker in the identification of transforming HSIL/CIN lesions. Design: 131 cervical biopsies, including 8 cases with no lesion and a negative hrHPV test result (control group), 19 low-grade (L)SIL/CIN1, 30 HSIL/CIN2, 60 HSIL/CIN3, and 14 CC were prospectively collected. hrHPV was detected and genotyped using the polymerase chain reaction (PCR)-based technique SPF10 HPV LIPA. A multiplex quantitative methylation-specific PCR (qMSP) was used to identify the methylation status of the CADM1, MAL, and miR124 promoter genes. Results: Significantly higher methylation levels of CADM1, MAL and miR-124 were found in HSIL/CIN2-3 and CC compared with normal and LSIL lesions. DNA methylation of at least one gene was detected in 12.5% (1/8) of normal samples, 31.5% (6/19) of LSIL/CIN1, 83.3% (25/30) of HSIL/CIN2, 81.6% (49/60) of HSIL/CIN3 and 100% (14/14) of CC (p < 0.001). The sensitivity and specificity for HSIL/CIN2-3 and CC of having at least one methylated gene were 84.6% and 74.0%, respectively. The sensitivity and specificity of the combination of at least one methylated gene and a positive hrHPV test were 80.7% and 85.1% for HSIL/CIN2-3 and CC, respectively. Conclusions: The methylation rate of CADM1, MAL and miR124 increases with the severity of the lesion. Further research is warranted to evaluate the usefulness of these biomarkers for the identification of transforming HSIL/CIN.
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Affiliation(s)
- Marta Del Pino
- Institute Clinic of Gynecology, Obstetrics, and Neonatology, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, 08036 Barcelona, Spain.
| | - Adriana Sierra
- Department of Pathology, Hospital Clínic, University of Barcelona, 08036 Barcelona, Spain.
| | - Lorena Marimon
- Department of Pathology, Hospital Clínic, University of Barcelona, 08036 Barcelona, Spain.
| | - Cristina Martí Delgado
- Institute Clinic of Gynecology, Obstetrics, and Neonatology, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, 08036 Barcelona, Spain.
| | - Adriano Rodriguez-Trujillo
- Institute Clinic of Gynecology, Obstetrics, and Neonatology, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, 08036 Barcelona, Spain.
| | - Esther Barnadas
- Department of Pathology, Hospital Clínic, University of Barcelona, 08036 Barcelona, Spain.
| | - Adela Saco
- Department of Pathology, Hospital Clínic, University of Barcelona, 08036 Barcelona, Spain.
| | - Aureli Torné
- Institute Clinic of Gynecology, Obstetrics, and Neonatology, Hospital Clínic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, 08036 Barcelona, Spain.
| | - Jaume Ordi
- Department of Pathology, Hospital Clínic, University of Barcelona, 08036 Barcelona, Spain.
- ISGlobal, Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain.
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18
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Olivas AD, Barroeta JE, Lastra RR. Role of Ancillary Techniques in Gynecologic Cytopathology Specimens. Acta Cytol 2019; 64:63-70. [PMID: 30889579 DOI: 10.1159/000496569] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Accepted: 01/02/2019] [Indexed: 12/15/2022]
Abstract
The association between high-risk genotypes of human papillomavirus (hr-HPV) and cervical cancer is well established. As hr-HPV testing is rapidly becoming a part of routine cervical cancer screening, either in conjunction with cytology or as primary testing, the management of hr-HPV-positive women has to be tailored in a way that increases the detection of cervical abnormalities while decreasing unnecessary colposcopic biopsies or other invasive procedures. In this review, we discuss the overall utility and strategies of hr-HPV testing, as well as the advantages and limitations of potential triage strategies for hr-HPV-positive women, including HPV genotyping, p16/Ki-67 dual staining, and methylation assays.
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Affiliation(s)
- Andrea D Olivas
- Department of Pathology, University of Chicago Medicine, Chicago, Illinois, USA
| | - Julieta E Barroeta
- Department of Pathology, Cooper University Hospital, Camden, New Jersey, USA
| | - Ricardo R Lastra
- Department of Pathology, University of Chicago Medicine, Chicago, Illinois, USA,
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19
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Role of genomic DNA methylation in detection of cytologic and histologic abnormalities in high risk HPV-infected women. PLoS One 2019; 14:e0210289. [PMID: 30608989 PMCID: PMC6319776 DOI: 10.1371/journal.pone.0210289] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 12/19/2018] [Indexed: 12/21/2022] Open
Abstract
Cervical cancer is the fourth most common malignancy affecting women worldwide. The development of disease is related to high-risk human papillomavirus (hrHPV) infection. Cytology has been the most recommended triage for primary cervical (pre)cancer screening despite relatively low sensitivity. Recently, genomic DNA methylation has been proposed as an additional marker to increase sensitivity for detecting cervical precancerous lesion. This study aimed to evaluate the performance of methylation status of three tumor suppressor genes (CADM1, FAM19A4, and MAL) and HPV genotyping in detection of cytologic and histologic abnormalities in cervical cancer screening. Two hundred and sixty samples with available frozen cell pellets including 70 randomly selected cases of negative for intraepithelial lesion or malignancy (NILM)&HPV-negative, 70 randomly selected cases of NILM&HPV-positive, and 120 cytologic abnormalities & HPV-positive from a population-based cervical cancer screening program (n = 7,604) were investigated for the DNA methylation pattern of CADM1, FAM19A4, and MAL. Of 120 cytologic abnormalities & HPV-positive cases, there were 115 available histologic results. HPV52 and HPV58 were most commonly found in histologic HSIL+. The methylation levels of CADM1, FAM19A4, and MAL were elevated with the severity of cytologic abnormality which significantly increased by 3.37, 6.65 and 2 folds, respectively, in cytologic HSIL comparing with NILM. A significant increase in methylation levels of these three genes was also observed in histologic HSIL+ compared with negative histology but only CADM1 showed a significant higher methylation level than histologic LSIL. Using the ROC curve analysis, DNA methylation levels of FAM19A4 performed best in differentiating high-grade cytology (ASC-H+ from NILM/ASC-US/LSIL), followed by CADM1 and MAL. Whilst the CADM1 methylation performed best in distinguishing histologic HSIL+ from negative/LSIL with an area under the ROC curve of 0.684, followed by MAL (0.663) and FAM19A4 (0.642). Interestingly, after combining high DNA methylation levels to HPV16/18 genotypes, rates of histologic HSIL+ detection were substantially increased from 25% to 79.55% for CADM1, 77.27% for FAM19A4, and 72.73% for MAL, respectively. The rate further increased up to 95.45% when at least one of three genes had a high methylation level. This suggests a possible role of genomic DNA methylation, especially CADM1, in detecting histologic HSIL+ lesions in combination with hrHPV testing.
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20
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Leeman A, Del Pino M, Marimon L, Torné A, Ordi J, Ter Harmsel B, Meijer CJLM, Jenkins D, Van Kemenade FJ, Quint WGV. Reliable identification of women with CIN3+ using hrHPV genotyping and methylation markers in a cytology-screened referral population. Int J Cancer 2018; 144:160-168. [PMID: 30098013 PMCID: PMC6587551 DOI: 10.1002/ijc.31787] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Revised: 07/02/2018] [Accepted: 07/09/2018] [Indexed: 12/21/2022]
Abstract
Cervical screening aims to identify women with high‐grade squamous intraepithelial lesion/cervical intraepithelial neoplasia 2‐3 (HSIL/CIN2‐3) or invasive cervical cancer (ICC). Identification of women with severe premalignant lesions or ICC (CIN3+) could ensure their rapid treatment and prevent overtreatment. We investigated high‐risk human papillomavirus (hrHPV) detection with genotyping and methylation of FAM19A4/miR124‐2 for detection of CIN3+ in 538 women attending colposcopy for abnormal cytology. All women had an additional cytology with hrHPV testing (GP5+/6+‐PCR‐EIA+), genotyping (HPV16/18, HPV16/18/31/45), and methylation analysis (FAM19A4/miR124‐2) and at least one biopsy. CIN3+ detection was studied overall and in women <30 (n = 171) and ≥30 years (n = 367). Positivity for both rather than just one methylation markers increased in CIN3, and all ICC was positive for both. Overall sensitivity and specificity for CIN3+ were, respectively, 90.3% (95%CI 81.3–95.2) and 31.8% (95%CI 27.7–36.1) for hrHPV, 77.8% (95%CI 66.9–85.8) and 69.3% (95%CI 65.0–73.3) for methylation biomarkers and 93.1% (95%CI 84.8–97.0) and 49.4% (95%CI 44.8–53.9) for combined HPV16/18 and/or methylation positivity. For CIN3, hrHPV was found in 90.9% (95%CI 81.6–95.8), methylation positivity in 75.8% (95%CI 64.2–84.5) and HPV16/18 and/or methylation positivity in 92.4% (95%CI 83.5–96.7). In women aged ≥30, the sensitivity of combined HPV16/18 and methylation was increased (98.2%, 95%CI 90.6–99.7) with a specificity of 46.3% (95%CI 40.8–51.9). Combination of HPV16/18 and methylation analysis was very sensitive and offered improved specificity for CIN3+, opening the possibility of rapid treatment for these women and follow‐up for women with potentially regressive, less advanced, HSIL/CIN2 lesions. What's new? Reliable triage of women with cervical intraepithelial neoplasia (CIN) is of high priority as not all lesions progress to invasive carcinoma. Here the authors show that combining the methylation status of tumor suppressor genes FAM19A4 and miR124‐2 with genotyping for high‐risk human papillomavirus results in a highly sensitive and moderately specific triage strategy that identifies women with CIN lesions likely to need rapid treatment. The authors recommend clinical evaluation of the strategy in prospective studies.
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Affiliation(s)
| | - Marta Del Pino
- Institute of Gynecology, Obstetrics and Neonatology, Hospital Clínic -Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Faculty of Medicine-University of Barcelona, Barcelona, Spain
| | - Lorena Marimon
- Department of Pathology, ISGlobal, Hospital Clinic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Aureli Torné
- Institute of Gynecology, Obstetrics and Neonatology, Hospital Clínic -Institut d'Investigacions Biomèdiques August Pi I Sunyer (IDIBAPS), Faculty of Medicine-University of Barcelona, Barcelona, Spain
| | - Jaume Ordi
- Department of Pathology, ISGlobal, Hospital Clinic of Barcelona, Universitat de Barcelona, Barcelona, Spain
| | - Bram Ter Harmsel
- Roosevelt Kliniek, Department of Pathology, Leiden, The Netherlands
| | - Chris J L M Meijer
- Amsterdam UMC, Vrije Universiteit Amsterdam, Pathology, Cancer Center Amsterdam, Amsterdam, The Netherlands
| | - David Jenkins
- DDL Diagnostic Laboratory, Rijswijk, The Netherlands
| | - Folkert J Van Kemenade
- Erasmus MC University Medical Center, Department of Pathology, Rotterdam, The Netherlands
| | - Wim G V Quint
- DDL Diagnostic Laboratory, Rijswijk, The Netherlands
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21
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Nedjai B, Reuter C, Ahmad A, Banwait R, Warman R, Carton J, Boer S, Cuzick J, Lorincz AT. Molecular progression to cervical precancer, epigenetic switch or sequential model? Int J Cancer 2018; 143:1720-1730. [PMID: 29679470 PMCID: PMC6175180 DOI: 10.1002/ijc.31549] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Revised: 03/23/2018] [Accepted: 04/04/2018] [Indexed: 12/11/2022]
Abstract
The evolution of precancerous cervical lesions is poorly understood. A widely held model of cervical intraepithelial neoplasia grade 3 (CIN3) development is sequential progression from normal through CIN1 and CIN2 to CIN3. Another hypothesis, the "molecular switch" model, postulates that CIN3 can evolve directly from human papillomavirus (HPV)-infected normal epithelium without progressing through CIN1 and CIN2. To shed light on this process, we compared DNA methylation of selected human biomarkers and HPV types in two groups of CIN1: CIN1 that were near or adjacent to CIN3 (adjacent-CIN1) and CIN1 that were the principal lesions with no CIN3 detected (principal-CIN1). 354 CIN (CIN1 and CIN3) and normal tissue areas were dissected and typed for HPV from 127 women who underwent loop electrosurgical excision procedures (LEEP). Methylation of genes EPB41L3 and the viral regions of HPV16-L1/L2, HPV18-L2, HPV31-L1, and HPV33-L2 were determined by a highly accurate quantitative pyrosequencing of bisulfite converted DNA. There was a significant trend of increased methylation with disease grade comparing normal to CIN1 and CIN3 (p < 0.0001). Adjacent-CIN1 predominantly shared the same HPV types as the CIN3, however, methylation differed substantially between adjacent-CIN1 and CIN3 (p = 0.008). In contrast diagnostically principal-CIN1 had an indistinguishable methylation distribution compared to adjacent-CIN1 (EPB41L3: p = 0.49; HPVme-All: p = 0.11). Our results suggest that progression from normal epithelium to CIN1 or CIN3 is usually promoted by the same HPV type but occurs via distinct DNA epigenotypes, thus favoring the "molecular switch" model.
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Affiliation(s)
- Belinda Nedjai
- Barts and the London School of Medicine, Charterhouse SquareCentre for Cancer Prevention, Wolfson Institute of Preventive MedicineLondonEC1M 6BQUnited Kindom
| | - Caroline Reuter
- Barts and the London School of Medicine, Charterhouse SquareCentre for Cancer Prevention, Wolfson Institute of Preventive MedicineLondonEC1M 6BQUnited Kindom
| | - Amar Ahmad
- Barts and the London School of Medicine, Charterhouse SquareCentre for Cancer Prevention, Wolfson Institute of Preventive MedicineLondonEC1M 6BQUnited Kindom
| | - Rawinder Banwait
- Barts and the London School of Medicine, Charterhouse SquareCentre for Cancer Prevention, Wolfson Institute of Preventive MedicineLondonEC1M 6BQUnited Kindom
| | - Rhian Warman
- Barts and the London School of Medicine, Charterhouse SquareCentre for Cancer Prevention, Wolfson Institute of Preventive MedicineLondonEC1M 6BQUnited Kindom
| | - James Carton
- Department of HistopathologyCharing Cross Hospital, Fulham Palace RoadLondonW6 8RFUnited Kingdom
| | - Sabrina Boer
- Department of UrologyRadboud University Medical Center, Radboud Institute for Molecular Life SciencesNijmegenThe Netherlands
| | - Jack Cuzick
- Barts and the London School of Medicine, Charterhouse SquareCentre for Cancer Prevention, Wolfson Institute of Preventive MedicineLondonEC1M 6BQUnited Kindom
| | - Attila T. Lorincz
- Barts and the London School of Medicine, Charterhouse SquareCentre for Cancer Prevention, Wolfson Institute of Preventive MedicineLondonEC1M 6BQUnited Kindom
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22
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Hu Z, Ma D. The precision prevention and therapy of HPV-related cervical cancer: new concepts and clinical implications. Cancer Med 2018; 7:5217-5236. [PMID: 30589505 PMCID: PMC6198240 DOI: 10.1002/cam4.1501] [Citation(s) in RCA: 169] [Impact Index Per Article: 28.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2017] [Revised: 02/14/2018] [Accepted: 03/21/2018] [Indexed: 12/14/2022] Open
Abstract
Cervical cancer is the third most common cancer in women worldwide, with concepts and knowledge about its prevention and treatment evolving rapidly. Human papillomavirus (HPV) has been identified as a major factor that leads to cervical cancer, although HPV infection alone cannot cause the disease. In fact, HPV-driven cancer is a small probability event because most infections are transient and could be cleared spontaneously by host immune system. With persistent HPV infection, decades are required for progression to cervical cancer. Therefore, this long time window provides golden opportunity for clinical intervention, and the fundament here is to elucidate the carcinogenic pattern and applicable targets during HPV-host interaction. In this review, we discuss the key factors that contribute to the persistence of HPV and cervical carcinogenesis, emerging new concepts and technologies for cancer interventions, and more urgently, how these concepts and technologies might lead to clinical precision medicine which could provide prediction, prevention, and early treatment for patients.
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Affiliation(s)
- Zheng Hu
- Department of Gynecological oncologyThe First Affiliated Hospital of Sun Yat‐sen UniversityZhongshan 2nd RoadYuexiu, GuangzhouGuangdongChina
- Department of Obstetrics and GynecologyTongji HospitalTongji Medical CollegeHuazhong University of Science and TechnologyWuhan, Hubei430030China
| | - Ding Ma
- Department of Obstetrics and GynecologyTongji HospitalTongji Medical CollegeHuazhong University of Science and TechnologyWuhan, Hubei430030China
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23
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Meršaková S, Holubeková V, Grendár M, Višňovský J, Ňachajová M, Kalman M, Kúdela E, Žúbor P, Bielik T, Lasabová Z, Danko J. Methylation of CADM1 and MAL together with HPV status in cytological cervical specimens serves an important role in the progression of cervical intraepithelial neoplasia. Oncol Lett 2018; 16:7166-7174. [PMID: 30546453 PMCID: PMC6256340 DOI: 10.3892/ol.2018.9505] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2018] [Accepted: 09/13/2018] [Indexed: 01/13/2023] Open
Abstract
Cervical cancer (CC) is the second most common type of cancer affecting the female population. The development of CC takes several years, and involves a precancerous stage known as cervical intraepithelial neoplasia (CIN). A key factor in the development of disease is the human papillomavirus (HPV) infection, which initiates carcinogenesis. Furthermore, CC is also impacted by epigenetic changes such as DNA methylation, which causes activation or exclusion of certain genes, and the hypermethylation of cytosines in promoters, thereby switching off previously active genes. The majority of DNA methylation events occur at cytosine-guanine nucleotides, which in the human genome are known as CpG islands. The aim of the present study was to investigate the methylation levels in intronic sequences of the two tumor suppressor genes cell adhesion molecule 1 (CADM1) and T-lymphocyte maturation associated protein (MAL) using cytological samples and to identify potential biomarkers involved in CIN by pyrosequencing. DNA was isolated from cervical smears from patients with CINs, with healthy patients serving as a control group. Samples were converted by treatment with sodium bisulfite and subsequent pyrosequencing to detect the methylation status of the selected genes. The presence of HPV DNA infection analyzed by the polymerase chain reaction, was detected in each sample. Of the total number of samples (n=91), the present study confirmed the presence of one or two high-risk subtypes of HPV in 39 cases (42.85%) and HPV infection was significantly associated with CIN2+ lesions. For the two genes (MAL and CADM1) the present study confirmed that the median methylation was significantly higher in HPV positive patients [P=0.0097, 95% confidence interval (CI): (−0.030, −0.003)/P=0.0024, 95% CI: (−0.06, −0.01)] when compared with patients negative for HPV DNA infection, and the average methylation was demonstrated to be increased with the degree of cervical lesion. The present study used logistical regression to model the dependence between the case/control statuses (control group vs. Dg. 1–4). The area under the curve values for MAL were: 84% for cervical inflammation, 71% for CIN1, 73.4% for CIN2+ and 77% for squamous cell carcinoma (SCC); and for CADM1 were: 88.6% for cervical inflammation, 68% for CIN1, 80% for CIN2+ and 89% for SCC. The present study confirmed that there were statistically significant differences between the methylation levels of individual CpGs and significantly higher median methylation in patients positive for HPV16/18. CADM1 exhibited higher levels of methylation in almost every study group when compared with MAL during the transition of CIN and appeared to be a promising biomarker for future study.
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Affiliation(s)
- Sandra Meršaková
- Division of Oncology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Biomedical Center Martin, SK-03601 Martin, Slovakia
| | - Veronika Holubeková
- Division of Oncology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Biomedical Center Martin, SK-03601 Martin, Slovakia
| | - Marián Grendár
- Bioinformatic Unit, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Biomedical Center Martin, SK-03601 Martin, Slovakia
| | - Jozef Višňovský
- Department of Obstetrics and Gynecology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, SK-03601 Martin, Slovakia
| | - Marcela Ňachajová
- Department of Obstetrics and Gynecology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, SK-03601 Martin, Slovakia
| | - Michal Kalman
- Department of Pathological Anatomy, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, SK-03601 Martin, Slovakia
| | - Erik Kúdela
- Department of Obstetrics and Gynecology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, SK-03601 Martin, Slovakia
| | - Pavol Žúbor
- Division of Oncology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Biomedical Center Martin, SK-03601 Martin, Slovakia.,Department of Obstetrics and Gynecology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, SK-03601 Martin, Slovakia
| | - Tibor Bielik
- Department of Obstetrics and Gynecology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, SK-03601 Martin, Slovakia
| | - Zora Lasabová
- Division of Oncology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, Biomedical Center Martin, SK-03601 Martin, Slovakia.,Department of Molecular Biology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, SK-03601 Martin, Slovakia
| | - Ján Danko
- Department of Obstetrics and Gynecology, Comenius University in Bratislava, Jessenius Faculty of Medicine in Martin, SK-03601 Martin, Slovakia
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24
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Verlaat W, Van Leeuwen RW, Novianti PW, Schuuring E, Meijer CJLM, Van Der Zee AGJ, Snijders PJF, Heideman DAM, Steenbergen RDM, Wisman GBA. Host-cell DNA methylation patterns during high-risk HPV-induced carcinogenesis reveal a heterogeneous nature of cervical pre-cancer. Epigenetics 2018; 13:769-778. [PMID: 30079796 PMCID: PMC6224221 DOI: 10.1080/15592294.2018.1507197] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Cervical cancer development following a persistent infection with high-risk human papillomavirus (hrHPV) is driven by additional host-cell changes, such as altered DNA methylation. In previous studies, we have identified 12 methylated host genes associated with cervical cancer and pre-cancer (CIN2/3). This study systematically analyzed the onset and DNA methylation pattern of these genes during hrHPV-induced carcinogenesis using a longitudinal in vitro model of hrHPV-transformed cell lines (n = 14) and hrHPV-positive cervical scrapings (n = 113) covering various stages of cervical carcinogenesis. DNA methylation analysis was performed by quantitative methylation-specific PCR (qMSP) and relative qMSP values were used to analyze the data. The majority of genes displayed a comparable DNA methylation pattern in both cell lines and clinical specimens. DNA methylation onset occurred at early or late immortal passage, and DNA methylation levels gradually increased towards tumorigenic cells. Subsequently, we defined a so-called cancer-like methylation-high pattern based on the DNA methylation levels observed in cervical scrapings from women with cervical cancer. This cancer-like methylation-high pattern was observed in 72% (38/53) of CIN3 and 55% (11/20) of CIN2, whereas it was virtually absent in hrHPV-positive controls (1/26). In conclusion, hrHPV-induced carcinogenesis is characterized by early onset of DNA methylation, typically occurring at the pre-tumorigenic stage and with highest DNA methylation levels at the cancer stage. Host-cell DNA methylation patterns in cervical scrapings from women with CIN2 and CIN3 are heterogeneous, with a subset displaying a cancer-like methylation-high pattern, suggestive for a higher cancer risk.
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Affiliation(s)
- Wina Verlaat
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Robert W Van Leeuwen
- b Department of Gynecologic Oncology , University of Groningen, University Medical Center Groningen, Cancer Research Center Groningen , Groningen , The Netherlands
| | - Putri W Novianti
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Ed Schuuring
- c Department of Pathology , University of Groningen, University Medical Center Groningen, Cancer Research Center Groningen , Groningen , The Netherlands
| | - Chris J L M Meijer
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Ate G J Van Der Zee
- b Department of Gynecologic Oncology , University of Groningen, University Medical Center Groningen, Cancer Research Center Groningen , Groningen , The Netherlands
| | - Peter J F Snijders
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Daniëlle A M Heideman
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - Renske D M Steenbergen
- a Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Pathology , Cancer Center Amsterdam , Amsterdam , The Netherlands
| | - G Bea A Wisman
- b Department of Gynecologic Oncology , University of Groningen, University Medical Center Groningen, Cancer Research Center Groningen , Groningen , The Netherlands
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Cuschieri K, Ronco G, Lorincz A, Smith L, Ogilvie G, Mirabello L, Carozzi F, Cubie H, Wentzensen N, Snijders P, Arbyn M, Monsonego J, Franceschi S. Eurogin roadmap 2017: Triage strategies for the management of HPV-positive women in cervical screening programs. Int J Cancer 2018; 143:735-745. [PMID: 29341110 DOI: 10.1002/ijc.31261] [Citation(s) in RCA: 101] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Revised: 12/20/2017] [Accepted: 01/03/2018] [Indexed: 01/04/2023]
Abstract
Cervical cancer screening will rely, increasingly, on HPV testing as a primary screen. The requirement for triage tests which can delineate clinically significant infection is thus prescient. In this EUROGIN 2017 roadmap, justification behind the most evidenced triages is outlined, as are challenges for implementation. Cytology is the triage with the most follow-up data; the existence of an HR-HPV-positive, cytology-negative group presents a challenge and retesting intervals for this group (and choice of retest) require careful consideration. Furthermore, cytology relies on subjective skills and while adjunctive dual-staining with p16/Ki67 can mitigate inter-operator/-site disparities, clinician-taken samples are required. Comparatively, genotyping and methylation markers are objective and are applicable to self-taken samples, offering logistical advantages including in low and middle income settings. However, genotyping may have diminishing returns in immunised populations and type(s) included must balance absolute risk for disease to avoid low specificity. While viral and cellular methylation markers show promise, more prospective data are needed in addition to refinements in automation. Looking forward, systems that detect multiple targets concurrently such as next generation sequencing platforms will inform the development of triage tools. Additionally, multistep triage strategies may be beneficial provided they do not create complex, unmanageable pathways. Inevitably, the balance of risk to cost(s) will be key in decision making, although defining an acceptable risk will likely differ between settings. Finally, given the significant changes to cervical screening and the variety of triage strategies, appropriate education of both health care providers and the public is essential.
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Affiliation(s)
- Kate Cuschieri
- Scottish HPV Reference Laboratory, Department of Laboratory Medicine, NHS Lothian, Royal Infirmary of Edinburgh, 51 Little France Crescent, Edinburgh, EH16 4SA, United Kingdom
| | - Guglielmo Ronco
- Centre for Cancer Prevention (CPO), AOU Città della Salute e della Scienza via Cavour 39, Torino, 10123, Italy
| | - Attila Lorincz
- Wolfson Institute of Preventive Medicine, Queen Mary University of London, Charterhouse Square, London, EC1M 6BQ, United Kingdom
| | - Laurie Smith
- University of British Columbia and BC Women's Hospital and Health Centre, 4500 Oak Street, Vancouver, British Columbia, V6H 3N1, Canada
| | - Gina Ogilvie
- Faculty of Medicine, University of British Columbia, British Columbia, Canada
| | - Lisa Mirabello
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland
| | - Francesca Carozzi
- Cancer Prevention Regional Laboratory, ISPO, Cancer Prevention and Research Institute, Florence, Italy
| | - Heather Cubie
- Global Health Academy, University of Edinburgh, Teviot Quad, Edinburgh, EH8 9PG, United Kingdom
| | - Nicolas Wentzensen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Rockville, Maryland
| | - Peter Snijders
- Department of Pathology, VU University Medical Center (VUmc), Amsterdam, The Netherlands
| | - Marc Arbyn
- Unit of Cancer Epidemiology, Belgian Cancer Centre, Scientific Institute of Public Health, Brussels, Belgium
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Chang CC, Wang HC, Liao YP, Chen YC, Weng YC, Yu MH, Lai HC. The feasibility of detecting endometrial and ovarian cancer using DNA methylation biomarkers in cervical scrapings. J Gynecol Oncol 2018; 29:e17. [PMID: 29185275 PMCID: PMC5709527 DOI: 10.3802/jgo.2018.29.e17] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2017] [Revised: 08/22/2017] [Accepted: 11/04/2017] [Indexed: 01/06/2023] Open
Abstract
Objective We hypothesized that DNA methylation of development-related genes may occur in endometrial cancer (EC)/ovarian cancer (OC) and may be detected in cervical scrapings. Methods We tested methylation status by quantitative methylation-specific polymerase chain reaction for 14 genes in DNA pools of endometrial and OC tissues. Tissues of EC/normal endometrium, OC/normal ovary, were verified in training set using cervical scrapings of 10 EC/10 OC patients and 10 controls, and further validated in the testing set using independent cervical scrapings in 30 EC/30 OC patients and 30 controls. We generated cutoff values of methylation index (M-index) from cervical scrapings to distinguish between cancer patients and control. Sensitivity/specificity of DNA methylation biomarkers in detecting EC and OC was calculated. Results Of 14 genes, 4 (PTGDR, HS3ST2, POU4F3, MAGI2) showed hypermethylation in EC and OC tissues, and were verified in training set. POU4F3 and MAGI2 exhibited hypermethylation in training set were validated in independent cases. The mean M-index of POU4F3 is 78.28 in EC and 20.36 in OC, which are higher than that in controls (6.59; p<0.001 and p=0.100, respectively), and that of MAGI2 is 246.0 in EC and 12.2 in OC, which is significantly higher that than in controls (2.85; p<0.001 and p=0.480, respectively). Sensitivity and specificity of POU4F3/MAGI2 were 83%–90% and 69%–75% for detection of EC, and 61% and 62%–69% for the detection of OC. Conclusion The findings demonstrate the potential of EC/OC detection through testing for DNA methylation in cervical scrapings.
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Affiliation(s)
- Cheng Chang Chang
- Department of Obstetrics and Gynecology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Hui Chen Wang
- Department of Obstetrics and Gynecology, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
| | - Yu Ping Liao
- Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Yu Chih Chen
- Division of Research and Analysis, Food and Drug Administration, Ministry of Health and Welfare, Taipei, Taiwan
| | - Yu Chun Weng
- Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Mu Hsien Yu
- Department of Obstetrics and Gynecology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Hung Cheng Lai
- Department of Obstetrics and Gynecology, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan.,Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan. ,
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27
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De Strooper LMA, Berkhof J, Steenbergen RDM, Lissenberg-Witte BI, Snijders PJF, Meijer CJLM, Heideman DAM. Cervical cancer risk in HPV-positive women after a negative FAM19A4/mir124-2 methylation test: A post hoc analysis in the POBASCAM trial with 14 year follow-up. Int J Cancer 2018; 143:1541-1548. [PMID: 29663363 PMCID: PMC6099282 DOI: 10.1002/ijc.31539] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2017] [Revised: 02/14/2018] [Accepted: 03/29/2018] [Indexed: 12/21/2022]
Abstract
DNA methylation analysis of cervical scrapes using FAM19A4 and mir124‐2 genes has shown a good clinical performance in detecting cervical cancer and advanced CIN lesions in need of treatment in HPV‐positive women. To date, longitudinal data on the cancer risk of methylation test‐negative women are lacking. In our study, we assessed the longitudinal outcome of FAM19A4/mir124‐2 methylation analysis in an HPV‐positive screening cohort with 14 years of follow‐up. Archived HPV‐positive cervical scrapes of 1,040 women (age 29–61 years), who were enrolled in the POBASCAM screening trial (ISRCTN20781131) were tested for FAM19A4/mir124‐2 methylation. By linkage with the nationwide network and registry of histo‐ and cytopathology in the Netherlands (PALGA), 35 cervical cancers were identified during 14 years of follow‐up comprising three screens (baseline, and after 5 and 10 years). The baseline scrape of 36.1% (n = 375) women tested positive for FAM19A4/mir124‐2 methylation, including 24 women with cervical cancer in follow‐up, and 30.6% (n = 318) had abnormal cytology (threshold borderline dyskaryosis or ASCUS), including 14 women with cervical cancer in follow‐up. Within screening round capability of FAM19A4/mir124‐2 methylation to detect cervical cancer was 100% (11/11, 95% CI: 71.5–100). Kaplan–Meier estimate of 14‐year cumulative cervical cancer incidence was 1.7% (95% CI: 0.66–3.0) among baseline methylation‐negative and 2.4% (95% CI: 1.4–3.6) among baseline cytology‐negative women (risk difference: 0.71% [95% CI: 0.16–1.4]). In conclusion, a negative FAM19A4/mir124‐2 methylation test provides a low cervical cancer risk in HPV‐positive women of 30 years and older. FAM19A4/mir124‐2 methylation testing merits consideration as an objective triage test in HPV‐based cervical screening programs. What's new? While HPV testing is increasingly being used for cervical‐cancer screening, there is a problem with this approach: Most HPV infections won't progress to (pre)malignant disease, which results in a significant number of unnecessary colposcopy referrals and over‐diagnoses. A better triage test is needed to discern which HPV+ women have clinically relevant disease. In this longitudinal study, the authors found that a methylation test may provide adequate predictive power. Low cervical‐cancer incidence after a negative FAM19A4/mir124‐2 methylation test among HPV+ women supports use of this methylation assay as safe, objective triage tool.
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Affiliation(s)
- Lise M A De Strooper
- Department of Pathology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
| | - Johannes Berkhof
- Department of Epidemiology and Biostatistics, VU University Medical Center, Amsterdam, The Netherlands
| | - Renske D M Steenbergen
- Department of Pathology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
| | - Birgit I Lissenberg-Witte
- Department of Epidemiology and Biostatistics, VU University Medical Center, Amsterdam, The Netherlands
| | - Peter J F Snijders
- Department of Pathology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
| | - Chris J L M Meijer
- Department of Pathology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
| | - Daniëlle A M Heideman
- Department of Pathology, Cancer Center Amsterdam, VU University Medical Center, Amsterdam, The Netherlands
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Lu CY, Chen SY, Peng HL, Kan PY, Chang WC, Yen CJ. Cell-free methylation markers with diagnostic and prognostic potential in hepatocellular carcinoma. Oncotarget 2018; 8:6406-6418. [PMID: 28031532 PMCID: PMC5351641 DOI: 10.18632/oncotarget.14115] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 12/16/2016] [Indexed: 12/30/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is a highly malignant tumor with poor prognosis and high mortality. There is a dearth of effective early diagnostic tools, so liver resection surgery and liver transplantation are the only effective medical treatments. The most commonly used marker for HCC detection is serum alpha fetoprotein (AFP), which has low sensitivity and specificity. Because aberrant DNA methylation of genes and miRNAs occurs early in most cancers, we explored whether circulating methylation markers could be promising clinical tools for HCC diagnosis. Using a whole-genome approach, we identified many hyper-methylated miRNAs in HCC. Furthermore, three abnormally methylated genes and one miRNA were combined to establish a methylation predictive model and tested for its diagnostic and prognostic potential in HCC. Using plasma samples, the predictive model exhibited high sensitivity and specificity (> 80%) for HBV-related HCC. Most importantly, nearly 75% of patients who could not be diagnosed with AFP at 20 ng/mL were detected by this model. Further, the predictive model exhibited an exceedingly high ability to predict 5-year overall survival in HCC patients. These data demonstrate the high diagnostic and prognostic potential of methylation markers in the plasma of HCC patients.
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Affiliation(s)
- Chang-Yi Lu
- Biomedical Technology and Device Research Labs, Industrial Technology Research Institute, Hsinchu, Taiwan
| | - Shih-Ya Chen
- Biomedical Technology and Device Research Labs, Industrial Technology Research Institute, Hsinchu, Taiwan
| | - Hui-Ling Peng
- Biomedical Technology and Device Research Labs, Industrial Technology Research Institute, Hsinchu, Taiwan
| | - Pu-Yeh Kan
- Biomedical Technology and Device Research Labs, Industrial Technology Research Institute, Hsinchu, Taiwan
| | - Wan-Chi Chang
- Biomedical Technology and Device Research Labs, Industrial Technology Research Institute, Hsinchu, Taiwan
| | - Chia-Jui Yen
- Division of Hematology and Oncology, Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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29
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Han YD, Wang XB, Cui NH, Zhang S, Wang C, Zheng F. Associations of P16INK4a promoter hypermethylation with squamous intra-epithelial lesion, cervical cancer and their clinicopathological features: a meta-analysis. Oncotarget 2018; 8:1871-1883. [PMID: 27669738 PMCID: PMC5352104 DOI: 10.18632/oncotarget.12202] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2016] [Accepted: 09/16/2016] [Indexed: 12/25/2022] Open
Abstract
To assess the associations of P16INK4a methylation status with low-grade squamous intra-epithelial lesion (LSIL), high-grade squamous intra-epithelial lesion (HSIL), cervical cancer (CC) and their clinicopathological features, a meta-analysis with 29 eligible studies was conducted. Pooled odds ratios (ORs) with their 95% confidence intervals (CIs) were estimated to assess the strength of the associations. Heterogeneity, sensitivity of pooled results and publication bias were also evaluated. Overall, there was an increasing trend of P16INK4a hypermethylation rates among LSIL (21.4%), HSIL (30.9%) and CC (35.0%) specimens. P16INK4a hypermethylation was significantly associated with the increased risk of LSIL, HSIL and CC, with the pooled ORs of 3.26 (95% CI: 1.86-5.71), 5.80 (95% CI: 3.80-8.84) and 12.17 (95% CI: 5.86-25.27), respectively. A significant association was also found between P16INK4a hypermethylation and smoking habit (OR = 3.88, 95% CI: 2.13-7.08). Taken together, meta-analysis results support P16INK4a hypermethylation as an epigenetic marker for the progression of cervical carcinogenesis.
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Affiliation(s)
- Ya-di Han
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Xue-Bin Wang
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Ning-Hua Cui
- Department of Clinical Laboratory, Children's Hospital of Zhengzhou, Zhengzhou, Henan, China
| | - Shuai Zhang
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Chen Wang
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
| | - Fang Zheng
- Center for Gene Diagnosis, Zhongnan Hospital of Wuhan University, Wuhan, Hubei, China
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30
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Wang X, Fan J, Yu F, Cui F, Sun X, Zhong L, Yan D, Zhou C, Deng G, Wang B, Qi X, Wang S, Qu L, Deng B, Pan M, Chen J, Wang Y, Song G, Tang H, Zhou Z, Peng Z. Decreased MALL expression negatively impacts colorectal cancer patient survival. Oncotarget 2017; 7:22911-27. [PMID: 26992238 PMCID: PMC5008411 DOI: 10.18632/oncotarget.8094] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 02/25/2016] [Indexed: 02/05/2023] Open
Abstract
The aim of the present study was to determine whether MALL expression is associated with colon cancer progression and patient survival. MALL mRNA expression was reduced in the tumor tissues of 70% of the colon cancer patients and 75% of the rectal cancer patients as compared to their normal tissues. MALL protein was also significantly reduced in the tumor tissues of colon cancer patients (P < 0.001). Increased LOH and methylation of MALL was observed in tumor tissues as compared to normal tissues. Reduced MALL expression was associated with vessin invasion, disease recurrence and metastasis or death (P ≤ 0.027). Furthermore, patients with MALL-negative tumors had significantly decreased overall survival (OS) and disease-free survival (DFS) (P < 0.008 and P < 0.011, respectively). Univariate analysis indicated that MALL expression was significantly associated with OS and DFS. Finally, overexpression of MALL suppressed HCT116 and SW480 cell proliferation and inhibited HCT116 migration. MALL may play a role in colorectal cancer progression as suppression of its expression in tumor tissues negatively impacts colorectal cancer patient survival. Further analyses are required to determine if reduced MALL expression is due to LOH and/or methylation.
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Affiliation(s)
- Xiaoliang Wang
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Junwei Fan
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Fudong Yu
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Feifei Cui
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Xing Sun
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Lin Zhong
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Dongwang Yan
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Chongzhi Zhou
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Guilong Deng
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Bin Wang
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Xiaosheng Qi
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Shuyun Wang
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Lei Qu
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Biao Deng
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Ming Pan
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Jian Chen
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Yupeng Wang
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Guohe Song
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Huamei Tang
- Department of Pathology, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
| | - Zongguang Zhou
- Department of Gastrointestinal Surgery, Laboratory of Digestive Surgery of State Key Laboratory of Biotherapy, West China hospital, Sichuan University, Guo Xue Xiang, Chengdu, Sichuan China
| | - Zhihai Peng
- Department of General Surgery, Shanghai First People's Hospital, Medical College, Shanghai Jiao Tong University, Shanghai, China
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31
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Schmitz M, Wunsch K, Hoyer H, Scheungraber C, Runnebaum IB, Hansel A, Dürst M. Performance of a methylation specific real-time PCR assay as a triage test for HPV-positive women. Clin Epigenetics 2017; 9:118. [PMID: 29090037 PMCID: PMC5655856 DOI: 10.1186/s13148-017-0419-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Accepted: 10/16/2017] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND HPV DNA testing as a primary screening marker is being implemented in several countries. Due to the high HPV prevalence in the screening population, effective triage strategies for HPV-positive cases are required. The aim of this study was to evaluate the performance of a methylation-specific real-time PCR assay (GynTect®) comprising six marker regions as a triage test. RESULTS An analytical sensitivity of 0.1 ng genomic DNA corresponding to 15 SiHa cells was achieved. Absolute specificity was observed in the presence of 20 ng unmethylated genomic DNA. In a clinical setting, cervical scrapes of 306 women showing abnormal colposcopy were tested for cytology, HPV positivity, and the GynTect markers ASTN1, DLX1, ITGA4, RXFP3, SOX17, and ZNF671. Of all women, histopathological data were available. The overall sensitivity for GynTect to detect CIN3+ was 67.7% (95% CI 57.3%-77.1%) whereas sensitivity was significantly higher for women of age ≥ 30 years (p = 0.04). All cancer cases (n = 5) were detected by GynTect. The overall false positive rate (= 1-specificity) for women with no CIN was 17.4% (95% CI 12.5-23.1%), with a higher proportion among HPV-positive women (24.0%, 95% CI 16.0-33.6%). In a triage screening setting, where all women underwent HPV testing and the HPV positives in addition GynTect testing, the overall sensitivity would slightly decline but specificity would reach the maximum value of 88.7% (95% CI 83.7-92.6%). CONCLUSION The GynTect® assay is a robust easy to use assay with high analytical sensitivity and specificity. Moreover, the performance of the assay based on cervical scrapes provides further evidence for the usefulness of methylation markers to detect HPV-positive women with clinically relevant disease.
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Affiliation(s)
| | | | - Heike Hoyer
- Institute of Medical Statistics, Information Sciences and Documentation, Jena University Hospital, Jena, Germany
| | - Cornelia Scheungraber
- Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Jena, Germany
| | - Ingo B Runnebaum
- Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Jena, Germany
| | | | - Matthias Dürst
- Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Jena, Germany.,Department of Gynaecology and Reproductive Medicine, Jena University Hospital, Am Klinikum 1, 07747 Jena, Germany
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Tian Y, Yuan Wu NY, Liou YL, Yeh CT, Cao L, Kang YN, Wang HJ, Li Y, Chu TY, Li W, Liu X, Zhang Y, Zhou H, Zhang Y. Utility of gene methylation analysis, cytological examination, and HPV-16/18 genotyping in triage of high-risk human papilloma virus-positive women. Oncotarget 2017; 8:62274-62285. [PMID: 28977944 PMCID: PMC5617504 DOI: 10.18632/oncotarget.19459] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2016] [Accepted: 05/11/2017] [Indexed: 01/23/2023] Open
Abstract
In 2015, the American Society for Colposcopy and Cervical Pathology and the Society of Gynecologic Oncology issued interim guidance for the use of a human papillomavirus (HPV) test for primary screening, suggesting triage of women positive for high-risk human papillomavirus (hrHPV) by HPV-16/18 genotyping and cytology for women positive for non-16/18 hrHPV. The design of the present study was based on this interim guidance and analysis of the methylation status of specific candidate genes, which has been proposed as a tool to reduce unnecessary referral following primary HPV screening for cervical cancer. We performed a hospital-based case-control study including 312 hrHPV-positive women. hrHPV genotyping was performed by nested multiplex PCR assay with type-specific primers.Residual cervical cells from liquid-based cytology were used for extraction of genomic DNA for assessment of the methylation status of PAX1, ZNF582, SOX1, and NKX6-1 and HPV genotyping. Combined with HPV-16/18 genotyping, both a dual methylation test for PAX1/ZNF582 and testing for ZNF582 methylation demonstrated 100% association of methylation with pathology results, indicating carcinoma in situ or squamous cell carcinoma. The sensitivity and specificity of the dual methylation test for PAX1/ZNF582 as a reflex test for identification of CIN3+ lesions were 78.85% and 73.55% (odds ratio = 10.37, 95% confidence interval = 4.76-22.58), respectively. This strategy could reduce the number of patients referred for colposcopic examination by 31.3% compared with cytology, and thus provide a feasible follow-up solution in regions where colposcopy is not readily available. This strategy could also prevent unnecessary anxiety in women with hrHPV infection.
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Affiliation(s)
- Yan Tian
- Department of Obstetrics & Gynecology, Xiangya Hospital, Hunan, P. R. China
| | - Na-Yi Yuan Wu
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, P. R. China
- Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha, P. R. China
| | - Yu-Ligh Liou
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, P. R. China
- Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha, P. R. China
- iStat Biomedical Co. Ltd., Taipei, Taiwan
| | | | - Lanqin Cao
- Department of Obstetrics & Gynecology, Xiangya Hospital, Hunan, P. R. China
| | - Ya-Nan Kang
- Department of Obstetrics & Gynecology, Xiangya Hospital, Hunan, P. R. China
| | | | - Yichen Li
- iStat Biomedical Co. Ltd., Taipei, Taiwan
| | - Tang-Yuan Chu
- Department of Obstetrics & Gynecology, Buddhist Tzu Chi General Hospital, Hualien, Taiwan
| | - Wei Li
- Department of Obstetrics and Gynecology, ShengJing Hospital of China Medical University, Liaoning, P. R. China
| | - Xiang Liu
- Department of Pharmacy, Xiangtan Central Hospital, Xiangtan, P. R. China
| | - Yi Zhang
- Department of Obstetrics & Gynecology, Xiangya Hospital, Hunan, P. R. China
| | - Honghao Zhou
- Department of Clinical Pharmacology, Xiangya Hospital, Central South University, Changsha, P. R. China
- Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, Changsha, P. R. China
| | - Yu Zhang
- Department of Obstetrics & Gynecology, Xiangya Hospital, Hunan, P. R. China
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Abstract
OBJECTIVE Cervical cancer is the leading cause of cancer-related death in women in South Africa. This study evaluates DNA methylation levels in cervical (pre)cancer and aims to assess the value of high-risk human papillomavirus (hrHPV) testing and methylation analysis, alone or in combination, on physician-taken cervical scrapes to detect cervical cancer, and cervical intraepithelial neoplasia grade 3 (CIN3) in an HIV-infected South African population. DESIGN Prospective observational multicentre cohort study. METHODS Women from a cohort of women living with HIV (n = 355) and a referral cohort (n = 109, 60% HIV seropositive) were included. Cervical scrapes were collected for hrHPV testing and methylation analysis of cell adhesion molecule 1, T-lymphocyte maturation-associated protein, and microRNA124-2 genes. Histologic endpoints were available for all participants. Performance for detection of CIN3 or worse (CIN3+) was determined in the cohort of women living with HIV and different testing strategies were compared. RESULTS HrHPV and methylation positivity rates increased with severity of cervical disease in the two study cohorts, each reaching 100% in samples of women with carcinoma. HrHPV testing showed a sensitivity for CIN3+ of 83.6%, at a specificity of 67.7%. Methylation analysis showed a comparable CIN3+ sensitivity of 85.2%, but a significantly lower specificity of 49.6%. HrHPV testing with reflex methylation analysis showed a CIN3+ sensitivity of 73.8%, at a specificity of 81.5%. CONCLUSION In this HIV-infected South African population, stratifying hrHPV-positive women with reflex methylation analysis detects all cervical carcinomas and yields an acceptable sensitivity and specificity for CIN3+.
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Lorincz AT, Nathan M, Reuter C, Warman R, Thaha MA, Sheaff M, Vasiljevic N, Ahmad A, Cuzick J, Sasieni P. Methylation of HPV and a tumor suppressor gene reveals anal cancer and precursor lesions. Oncotarget 2017; 8:50510-50520. [PMID: 28881579 PMCID: PMC5584159 DOI: 10.18632/oncotarget.17984] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 05/06/2017] [Indexed: 12/24/2022] Open
Abstract
We studied DNA methylation patterns of human papillomavirus (HPV) and tumor suppressor gene EPB41L3 in 148 anal and perianal biopsies to determine whether high levels of methylation would be associated with anal intraepithelial neoplasia (AIN). The most prevalent HPV type was HPV16, detected in 54% of the 30 benign biopsies, 33% of the 43 low-grade AIN (lgAIN), 82% of the 59 high grade AIN (hgAIN) and 4 of the 5 anal cancers. A methylation score was developed (0.561*HPV16me+0.439*EPB41L3) which had increasing values with severity of disease: the mean was 8.1% in benign, 13.2% in lgAIN, 22.3% in hgAIN and 49.3% in cancers (p < 0.0001). The methylation score as a triage classifier at a cut-off of 8.8 gave a sensitivity of 90.6% (95% CI: 82.8, 96.9), specificity of 50.7% (95% CI: 39.7, 61.6) and area under the curve of 0.82 (95% CI: 0.75-0.89) for separating hgAIN and cancer from benign and lgAIN biopsies. We conclude that methylation of HPV16 and EPB41L3 show highly significant association with increasing severity of AIN and cancer and may be useful as biomarkers in anal disease.
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Affiliation(s)
- Attila T. Lorincz
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, EC1M 6BQ, UK
| | - Mayura Nathan
- Homerton Anal Neoplasia Service, Homerton University Hospital NHS Foundation Trust, London E9 6SR, UK
| | - Caroline Reuter
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, EC1M 6BQ, UK
| | - Rhian Warman
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, EC1M 6BQ, UK
| | - Mohamed A. Thaha
- National Bowel Research Centre, Blizard Institute, Queen Mary University of London, London E1 2AT, UK
- Barts Anal Neoplasia Centre, Department of Colorectal Surgery, Surgery and Cancer CAG, The Royal London Hospital, Barts Health NHS Trust, Whitechapel, London E1 1BB, UK
| | - Michael Sheaff
- Cellular Pathology, Barts Health NHS Trust, London E1 2ES, UK
| | - Natasa Vasiljevic
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, EC1M 6BQ, UK
| | - Amar Ahmad
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, EC1M 6BQ, UK
| | - Jack Cuzick
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, EC1M 6BQ, UK
| | - Peter Sasieni
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, EC1M 6BQ, UK
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Clarke MA, Luhn P, Gage JC, Bodelon C, Dunn ST, Walker J, Zuna R, Hewitt S, Killian JK, Yan L, Miller A, Schiffman M, Wentzensen N. Discovery and validation of candidate host DNA methylation markers for detection of cervical precancer and cancer. Int J Cancer 2017; 141:701-710. [PMID: 28500655 DOI: 10.1002/ijc.30781] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2016] [Accepted: 04/13/2017] [Indexed: 01/03/2023]
Abstract
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) of ≥ 0.75 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.
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Affiliation(s)
- Megan A Clarke
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | | | - Julia C Gage
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Clara Bodelon
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - S Terence Dunn
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Joan Walker
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Rosemary Zuna
- Department of Pathology, University of Oklahoma Health Sciences Center, Oklahoma City, OK
| | - Stephen Hewitt
- Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | - J Keith Killian
- Center for Cancer Research, National Cancer Institute, Bethesda, MD
| | | | | | - Mark Schiffman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
| | - Nicolas Wentzensen
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD
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Kocsis A, Takács T, Jeney C, Schaff Z, Koiss R, Járay B, Sobel G, Pap K, Székely I, Ferenci T, Lai HC, Nyíri M, Benczik M. Performance of a new HPV and biomarker assay in the management of hrHPV positive women: Subanalysis of the ongoing multicenter TRACE clinical trial (n > 6,000) to evaluate POU4F3 methylation as a potential biomarker of cervical precancer and cancer. Int J Cancer 2017; 140:1119-1133. [PMID: 27874187 DOI: 10.1002/ijc.30534] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2016] [Revised: 10/28/2016] [Accepted: 11/08/2016] [Indexed: 12/11/2022]
Abstract
The ongoing Triage and Risk Assessment of Cervical Precancer by Epigenetic Biomarker (TRACE) prospective, multicenter study aimed to provide a clinical evaluation of the CONFIDENCE™ assay, which comprises a human papillomavirus (HPV) DNA and a human epigenetic biomarker test. Between 2013 and 2015 over 6,000 women aged 18 or older were recruited in Hungary. Liquid-based cytology (LBC), high-risk HPV (hrHPV) DNA detection and single target host gene methylation test of the promoter sequence of the POU4F3 gene by quantitative methylation-specific polymerase chain reaction (PCR) were performed from the same liquid-based cytology sample. The current analysis is focused on the baseline cross-sectional clinical results of 5,384 LBC samples collected from subjects aged 25 years or older. The performance of the CONFIDENCE HPV™ test was found to be comparable to the cobas® HPV test with good agreement. When applying the CONFIDENCE Marker™ test alone in hrHPV positives, it showed significantly higher sensitivity with matching specificity compared to LBC-based triage. For CIN3+ histological endpoint in the age group of 25-65 and 30-65, the methylation test of POU4F3 achieved relative sensitivities of 1.74 (95% CI: 1.25-2.33) and 1.64 (95% CI: 1.08-2.27), respectively, after verification bias adjustment. On the basis of our findings, POU4F3 methylation as a triage test of hrHPV positives appears to be a noteworthy method. We can reasonably assume that its quantitative nature offers the potential for a more objective and discriminative risk assessment tool in the prevention and diagnostics of high-grade cervical intraepithelial neoplasia (CIN) lesions and cervical cancer.
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Affiliation(s)
- Adrienn Kocsis
- NEUMANN Diagnostics Ltd., Budapest, Hungary.,Cellcall Ltd., Budapest, Hungary
| | - Tibor Takács
- NEUMANN Diagnostics Ltd., Budapest, Hungary.,Cellcall Ltd., Budapest, Hungary.,SYNLAB Hungary Ltd., GenoID Molecular Diagnostic Laboratory, Budapest, Hungary
| | - Csaba Jeney
- Institute of Medical Microbiology, Semmelweis University, Budapest, Hungary
| | - Zsuzsa Schaff
- Second Department of Pathology, Semmelweis University, Budapest, Hungary
| | - Róbert Koiss
- Department of Obstetrics and Gynaecology, St. Stephan Hospital, Budapest, Hungary
| | - Balázs Járay
- Second Department of Pathology, Semmelweis University, Budapest, Hungary
| | - Gábor Sobel
- Second Department of Obstetrics and Gynaecology, Semmelweis University, Budapest, Hungary
| | - Károly Pap
- Jósa András Regional Central Hospital, Nyíregyháza, Hungary
| | - István Székely
- Department of Obstetrics and Gynaecology, St. Stephan Hospital, Budapest, Hungary
| | | | - Hung-Cheng Lai
- Department of Obstetrics and Gynecology, Shuang Ho Hospital, Taipei Medical University, Taipei, Taiwan.,Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Miklós Nyíri
- NEUMANN Diagnostics Ltd., Budapest, Hungary.,Cellcall Ltd., Budapest, Hungary
| | - Márta Benczik
- NEUMANN Diagnostics Ltd., Budapest, Hungary.,Cellcall Ltd., Budapest, Hungary.,SYNLAB Hungary Ltd., GenoID Molecular Diagnostic Laboratory, Budapest, Hungary
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Genome-wide DNA Methylation Profiling Reveals Methylation Markers Associated with 3q Gain for Detection of Cervical Precancer and Cancer. Clin Cancer Res 2017; 23:3813-3822. [DOI: 10.1158/1078-0432.ccr-16-2641] [Citation(s) in RCA: 60] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2016] [Revised: 12/15/2016] [Accepted: 01/04/2017] [Indexed: 11/16/2022]
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Hassan ZK, Hafez MM, Kamel MM, Zekri ARN. Human Papillomavirus Genotypes and Methylation of CADM1, PAX1, MAL and ADCYAP1 Genes in Epithelial Ovarian Cancer Patients. Asian Pac J Cancer Prev 2017; 18:169-176. [PMID: 28240513 PMCID: PMC5563095 DOI: 10.22034/apjcp.2017.18.1.169] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Background: High-risk types of human papillomavirus (HR-HPV) may play a role in the development of epithelial ovarian cancer (EOC). The aim of this study was to determine any HPV genotypes and correlations to CADM1, PAX1, MAL and ADCYAP1 gene methylation in Egyptian EOC patients. Materials and methods: The prevalence of HR-HPV in 100 formalin fixed paraffin embedded EOC tissues was determined using nested polymerase chain reaction (PCR) with MY09/MY11 and GP5+/GP6 + primers to amplify a broad spectrum of HPV genotypes in a single reaction. DNA sequencing was applied to identify HPV genotypes for the positive samples. All samples negative for HPV were re-analyzed for HR-HPV and low-risk HPV subtypes using type specific primers. Results: The prevalence of HPV was 10% in our EOC cases. HPV-16 and HPV-18 were the predominant genotypes followed by HPV−33, all being associated with advanced stages. Other HR-HPV and low risk HPV genotypes were not found. CADM1 was hypermethylated in 100% of patients infected with HPV-16 and HPV-33 and in 75% of patients infected with HPV-18. Hypermethylation of PAX1 was evident in 80% and in 75% of patients infected with HPV-16 and HPV-18 while MAL was hypermethylated in 100% and ADCYAP1 was hypermethylated in 60% and in 75%, respectively. Conclusion: The presence of high risk HPV genotypes among epithelial ovarian carcinoma may reflect an importance of infection in the pathogenesis of EOC. In HR-HPV infected cancers, DNA methylation may be one of the mechanisms triggering the alteration in CADM1, PAX1, MAL and ADCYAP1 gene expression levels.
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Affiliation(s)
- Zeinab K Hassan
- Virology and Immunology Unit, Cancer Biology Department, National Cancer Institute, Cairo University, Egypt.
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Lorincz AT. Virtues and Weaknesses of DNA Methylation as a Test for Cervical Cancer Prevention. Acta Cytol 2016; 60:501-512. [PMID: 27806357 DOI: 10.1159/000450595] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 09/06/2016] [Indexed: 12/21/2022]
Abstract
Epigenetics is the study of heritable and non-heritable genetic coding that is additive to information contained within classical DNA base pair sequences. Differential methylation has a fundamental role in the development and outcome of malignancies, chronic and degenerative diseases and aging. DNA methylation can be measured accurately and easily via various molecular methods and has become a key technology for research and healthcare delivery, with immediate roles in the elucidation of disease natural history, diagnostics and drug discovery. This review focuses on cancers of the lower genital tract, for which the most epigenetic information exists. DNA methylation has been proposed as a triage for women infected with human papillomavirus (HPV) and may eventually directly complement or replace HPV screening as a one-step molecular diagnostic and prognostic test. Methylation of human genes is strongly associated with cervical intraepithelial neoplasia (CIN) and cancer. Of the more than 100 human methylation biomarker genes tested so far in cervical tissue, close to 20 have been reported in different studies, and approximately 10 have been repeatedly shown to have elevated methylation in cervical cancers and high-grade CIN (CIN2 and CIN3), most prominently CADM1, EPB41L3, FAM19A4, MAL, miR-124, PAX1 and SOX1. Obtaining consistent performance data from the literature is quite difficult because most methylation studies used a variety of different assay methodologies and had incomplete and/or biased clinical specimen sets, varying assay thresholds and disparate target gene regions. There have been relatively few validation studies of DNA methylation biomarkers in large population-based screening studies, but an encouraging development more recently is the execution of well-designed studies to test the true performance of the markers in real-world settings. Methylation of HPV genes, especially HPV16, HPV18, HPV31, HPV33 and HPV45, in disease progression has been a major focus of research. Elevated methylation of the HPV16 L1 and L2 open reading frames, in particular, is associated with CIN2, CIN3 and invasive cancer. Essentially all cancers have high levels of methylation for human genes and for driver HPV types, which suggests that quantitative methylation tests may have utility in predicting CIN2 and CIN3 that are likely to progress. It is still early in the process of development of methylation biomarkers, but already they are showing strong promise as a universal and systematic approach to molecular triage, applicable to all cancers, not just cancer of the cervix. DNA methylation testing is better than HPV genotyping triage and is competitive with or complementary to other approaches such as cytology and p16 staining. Genome-wide studies are underway to systematically expand methylation classifier panels and find the best combinations of biomarkers. Methylation testing is likely to show big improvements in performance in the next 5 years.
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Affiliation(s)
- Attila T Lorincz
- Centre for Cancer Prevention, Wolfson Institute of Preventive Medicine, Queen Mary University of London, London, UK
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40
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Kim MK, Lee IH, Lee KH, Lee YK, So KA, Hong SR, Hwang CS, Kee MK, Rhee JE, Kang C, Hur SY, Park JS, Kim TJ. DNA methylation in human papillomavirus-infected cervical cells is elevated in high-grade squamous intraepithelial lesions and cancer. J Gynecol Oncol 2016; 27:e14. [PMID: 26768780 PMCID: PMC4717219 DOI: 10.3802/jgo.2016.27.e14] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 10/12/2015] [Accepted: 10/30/2015] [Indexed: 11/30/2022] Open
Abstract
Objective DNA methylation has been shown to be a potential biomarker for early cancer detection. The aim of this study was to evaluate DNA methylation profiles according to liquid-based Pap (LBP) test results and to assess their diagnostic value in a Korean population. Methods A total of 205 patients with various Papanicolaou test results were enrolled to this study (negative, 26; atypical squamous cells of undetermined significance, 39; low grade squamous intraepithelial lesion, 44; high grade squamous intraepithelial lesion (HSIL), 48; and cancer, 48). DNA methylation analysis of four genes, ADCYAP1, PAX1, MAL, and CADM1, was performed on residual cervical cells from LBP samples using a quantitative bisulfite pyrosequencing method. To evaluate the diagnostic performance of the four methylated genes for cancer detection, receiver operating characteristic (ROC) curves were drawn. Sensitivities and specificities were also tested at cutoffs determined from the ROC curves. Results Cervical cancer cells showed dramatically increased methylation levels for the four genes analyzed. ADCYAP1 and PAX1 also trended toward elevated methylation levels in HSIL samples, although the levels were much lower than those in cancer cells. The sensitivities of methylated ADCYAP1, PAX1, MAL, and CADM1 for the detection of cancer were 79.2%, 75.0%, 70.8%, and 52.1%, and the specificities were 92.0%, 94.0%, 94.7%, and 94.0%, respectively. Methylated ADCYAP1 and PAX1 demonstrated relatively better discriminatory ability than did methylated MAL and CADM1 (area under the curves 0.911 and 0.916 vs. 0.854 and 0.756, respectively). Conclusion DNA methylation status, especially in the ADCYAP1 and PAX1 genes, showed relatively good specificity, ranging from 90% to 94%. The possible additive and complementary roles of DNA methylation testing with respect to conventional cervical cancer screening programs will need to be validated in prospective population-based studies.
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Affiliation(s)
- Mi-Kyung Kim
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - In-Ho Lee
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Ki-Heon Lee
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Yoo Kyung Lee
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Kyeong A So
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Sung Ran Hong
- Department of Pathology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Chang-Sun Hwang
- Human Resource Biobank, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea
| | - Mee-Kyung Kee
- Division of AIDS, Center for Immunology and Pathology, National Institute of Health, Korea Centers for Disease Control and Prevention, Cheongwon, Korea
| | - Jee Eun Rhee
- Division of AIDS, Center for Immunology and Pathology, National Institute of Health, Korea Centers for Disease Control and Prevention, Cheongwon, Korea
| | - Chun Kang
- Division of AIDS, Center for Immunology and Pathology, National Institute of Health, Korea Centers for Disease Control and Prevention, Cheongwon, Korea
| | - Soo Young Hur
- Department of Obstetrics and Gynecology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jong Sup Park
- Department of Obstetrics and Gynecology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Tae-Jin Kim
- Department of Obstetrics and Gynecology, Cheil General Hospital & Women's Healthcare Center, Dankook University College of Medicine, Seoul, Korea.
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Abstract
This study was conducted to evaluate the role of methylation of adenylate cyclase activating peptide 1 (ADCYAP1), paired box gene 1 (PAX1), cell adhesion molecule 1 (CADM1), and T-lymphocyte maturation–associated protein (MAL) during carcinogenesis.
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Uijterwaal M, van Zummeren M, Kocken M, Luttmer R, Berkhof J, Witte B, van Baal W, Graziosi G, Verheijen R, Helmerhorst T, van Dijken D, Spruijt J, van Kemenade F, Fransen-Daalmeijer N, Bekker-Lettink M, Heideman D, Snijders P, Steenbergen R, Meijer C. Performance of CADM1/MAL-methylation analysis for monitoring of women treated for high-grade CIN. Gynecol Oncol 2016; 143:135-142. [DOI: 10.1016/j.ygyno.2016.07.089] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Revised: 07/04/2016] [Accepted: 07/06/2016] [Indexed: 12/01/2022]
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Ebisch RM, Siebers AG, Bosgraaf RP, Massuger LF, Bekkers RL, Melchers WJ. Triage of high-risk HPV positive women in cervical cancer screening. Expert Rev Anticancer Ther 2016; 16:1073-85. [PMID: 27598683 DOI: 10.1080/14737140.2016.1232166] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
INTRODUCTION High-risk human papillomavirus (hrHPV) testing is expected to replace cytology as primary screening method for cervical cancer screening in an increasing number of countries. The high sensitivity of hrHPV testing is combined with a limited specificity which makes triaging of hrHPV positive women necessary. As an ideal triage method does not yet exist, an optimal triage strategy for hrHPV positive women based on current knowledge should be obtained. The aim of this article is to present an overview of available options for triage of hrHPV positive women, with their strengths and limitations and possible future opportunities. AREAS COVERED Current knowledge on morphological biomarkers, molecular biomarkers and combined triage strategies will be discussed to give an overview of the state-of-the-art on triaging hrHPV positive women. The literature search was limited to studies on triage strategies for hrHPV positive women. Expert commentary: Experience with morphology-based biomarkers makes these a valuable triage method. However, they lack the ability of differentiating productive from transforming infections. Molecular biomarkers are objective, highly reproducible, can be used in high throughput testing, and show promising results. With more extensive knowledge on these molecular markers, cervical cancer screening may transform to a full molecular screening in the future.
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Affiliation(s)
- Renée Mf Ebisch
- a Department of Obstetrics and Gynaecology , Radboud university medical center , Nijmegen , The Netherlands
| | - Albert G Siebers
- b Department of Pathology , Radboud university medical center , Nijmegen , The Netherlands
| | - Remko P Bosgraaf
- a Department of Obstetrics and Gynaecology , Radboud university medical center , Nijmegen , The Netherlands
| | - Leon Fag Massuger
- a Department of Obstetrics and Gynaecology , Radboud university medical center , Nijmegen , The Netherlands
| | - Ruud Lm Bekkers
- a Department of Obstetrics and Gynaecology , Radboud university medical center , Nijmegen , The Netherlands
| | - Willem Jg Melchers
- c Department of Medical Microbiology , Radboud university medical center , Nijmegen , The Netherlands
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p16/Ki-67 dual-stained cytology for detecting cervical (pre)cancer in a HPV-positive gynecologic outpatient population. Mod Pathol 2016; 29:870-8. [PMID: 27150161 DOI: 10.1038/modpathol.2016.80] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2016] [Revised: 03/11/2016] [Accepted: 03/12/2016] [Indexed: 01/10/2023]
Abstract
Women who test positive for a high-risk type of the human papillomavirus (HPV) require triage testing to identify those women with cervical intraepithelial neoplasia grade 3 or cancer (≥CIN3). Although Pap cytology is considered an attractive triage test, its applicability is hampered by its subjective nature. This study prospectively compared the clinical performance of p16/Ki-67 dual-stained cytology to that of Pap cytology, with or without HPV16/18 genotyping, in high-risk HPV-positive women visiting gynecologic outpatient clinics (n=446 and age 18-66 years). From all women, cervical scrapes (for Pap cytology, HPV16/18 genotyping, and p16/Ki-67 dual-stained cytology) and colposcopy-directed biopsies were obtained. The sensitivity of p16/Ki-67 dual-stained cytology for ≥CIN3 (93.8%) did neither differ significantly from that of Pap cytology (87.7%; ratio 1.07 and 95% confidence interval (CI): 0.97-1.18) nor from that of Pap cytology combined with HPV16/18 genotyping (95.1%; ratio 0.99 and 95% CI: 0.91-1.07). However, the specificity of p16/Ki-67 dual-stained cytology for ≥CIN3 (51.2%) was significantly higher than that of Pap cytology (44.9%; ratio 1.14 and 95% CI: 1.01-1.29) and Pap cytology combined with HPV16/18 genotyping (25.8%; ratio 1.99 and 95% CI: 1.68-2.35). After exclusion of women who had been referred because of abnormal Pap cytology, the specificity of p16/Ki-67 dual-stained cytology for ≥CIN3 (56.7%) remained the same, whereas that of Pap cytology (60.3%) increased substantially, resulting in a similar specificity of both assays (ratio 0.94 and 95% CI: 0.83-1.07) in this sub-cohort. In summary, p16/Ki-67 dual-stained cytology has a good clinical performance and is an interesting objective microscopy-based triage tool for high-risk HPV-positive women.
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Luttmer R, De Strooper LMA, Dijkstra MG, Berkhof J, Snijders PJF, Steenbergen RDM, van Kemenade FJ, Rozendaal L, Helmerhorst TJM, Verheijen RHM, Ter Harmsel WA, van Baal WM, Graziosi PGCM, Quint WGV, Spruijt JWM, van Dijken DKE, Heideman DAM, Meijer CJLM. FAM19A4 methylation analysis in self-samples compared with cervical scrapes for detecting cervical (pre)cancer in HPV-positive women. Br J Cancer 2016; 115:579-87. [PMID: 27415009 PMCID: PMC4997542 DOI: 10.1038/bjc.2016.200] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2016] [Revised: 05/31/2016] [Accepted: 06/02/2016] [Indexed: 12/28/2022] Open
Abstract
BACKGROUND High-risk human papillomavirus (hrHPV)-positive women require triage to identify those with cervical high-grade intraepithelial neoplasia and cancer (⩾CIN3 (cervical intraepithelial neoplasia grade 3)). FAM19A4 methylation analysis, which detects advanced CIN and cancer, is applicable to different sample types. However, studies comparing the performance of FAM19A4 methylation analysis in hrHPV-positive self-samples and paired physician-taken scrapes are lacking. METHODS We compared the performance of FAM19A4 methylation analysis (and/or HPV16/18 genotyping) in self-samples and paired physician-taken scrapes for ⩾CIN3 detection in hrHPV-positive women (n=450,18-66 years). RESULTS Overall FAM19A4 methylation levels between sample types were significantly correlated, with strongest correlation in women with ⩾CIN3 (Spearman's ρ 0.697, P<0.001). The performance of FAM19A4 methylation analysis and/or HPV16/18 genotyping did not differ significantly between sample types. In women ⩾30 years, ⩾CIN3 sensitivity of FAM19A4 methylation analysis was 78.4% in self-samples and 88.2% in scrapes (ratio 0.89; CI: 0.75-1.05). In women <30 years, ⩾CIN3 sensitivities were 37.5% and 45.8%, respectively (ratio 0.82; CI: 0.55-1.21). In both groups, ⩾CIN3 specificity of FAM19A4 methylation analysis was significantly higher in self-samples compared with scrapes. CONCLUSIONS FAM19A4 methylation analysis in hrHPV-positive self-samples had a slightly lower sensitivity and a higher specificity for ⩾CIN3 compared with paired physician-taken scrapes. With a similarly good clinical performance in both sample types, combined FAM19A4 methylation analysis and HPV16/18 genotyping provides a feasible triage strategy for hrHPV-positive women, with direct applicability on self-samples.
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Affiliation(s)
- Roosmarijn Luttmer
- Department of Pathology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Lise M A De Strooper
- Department of Pathology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Maaike G Dijkstra
- Department of Obstetrics and Gynaecology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Johannes Berkhof
- Department of Epidemiology and Biostatistics, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Peter J F Snijders
- Department of Pathology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Renske D M Steenbergen
- Department of Pathology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Folkert J van Kemenade
- Department of Pathology, Erasmus Medical Center, 's-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - Lawrence Rozendaal
- Department of Pathology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Theo J M Helmerhorst
- Department of Obstetrics and Gynaecology, Erasmus MC University Medical Center, 's-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - René H M Verheijen
- UMC Utrecht Cancer Center, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
| | | | - W Marchien van Baal
- Department of Obstetrics and Gynaecology, Flevo Hospital, Hospitaalweg 1, 1315 RA Almere, The Netherlands
| | - Peppino G C M Graziosi
- Department of Obstetrics and Gynaecology, Sint Antonius Hospital, Koekoekslaan 1, 3435 CM Nieuwegein, The Netherlands
| | - Wim G V Quint
- DDL Diagnostic Laboratory, Visseringlaan 25, 2288 ER Rijswijk, The Netherlands
| | - Johan W M Spruijt
- Department of Obstetrics and Gynaecology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Dorenda K E van Dijken
- Department of Obstetrics and Gynaecology, Onze Lieve Vrouwe Gasthuis West, Oosterpark 9, 1091 AC Amsterdam, The Netherlands
| | - Daniëlle A M Heideman
- Department of Pathology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
| | - Chris J L M Meijer
- Department of Pathology, VU University Medical Center, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands
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Boers A, Wang R, van Leeuwen RW, Klip HG, de Bock GH, Hollema H, van Criekinge W, de Meyer T, Denil S, van der Zee AGJ, Schuuring E, Wisman GBA. Discovery of new methylation markers to improve screening for cervical intraepithelial neoplasia grade 2/3. Clin Epigenetics 2016; 8:29. [PMID: 26962367 PMCID: PMC4784352 DOI: 10.1186/s13148-016-0196-3] [Citation(s) in RCA: 50] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Accepted: 03/02/2016] [Indexed: 11/16/2022] Open
Abstract
Background Assessment of DNA promoter methylation markers in cervical scrapings for the detection of cervical intraepithelial neoplasia (CIN) and cervical cancer is feasible, but finding methylation markers with both high sensitivity as well as high specificity remains a challenge. In this study, we aimed to identify new methylation markers for the detection of high-grade CIN (CIN2/3 or worse, CIN2+) by using innovative genome-wide methylation analysis (MethylCap-seq). We focused on diagnostic performance of methylation markers with high sensitivity and high specificity considering any methylation level as positive. Results MethylCap-seq of normal cervices and CIN2/3 revealed 176 differentially methylated regions (DMRs) comprising 164 genes. After verification and validation of the 15 best discriminating genes with methylation-specific PCR (MSP), 9 genes showed significant differential methylation in an independent cohort of normal cervices versus CIN2/3 lesions (p < 0.05). For further diagnostic evaluation, these 9 markers were tested with quantitative MSP (QMSP) in cervical scrapings from 2 cohorts: (1) cervical carcinoma versus healthy controls and (2) patients referred from population-based screening with an abnormal Pap smear in whom also HPV status was determined. Methylation levels of 8/9 genes were significantly higher in carcinoma compared to normal scrapings. For all 8 genes, methylation levels increased with the severity of the underlying histological lesion in scrapings from patients referred with an abnormal Pap smear. In addition, the diagnostic performance was investigated, using these 8 new genes and 4 genes (previously identified by our group: C13ORF18, JAM3, EPB41L3, and TERT). In a triage setting (after a positive Pap smear), sensitivity for CIN2+ of the best combination of genes (C13ORF18/JAM3/ANKRD18CP) (74 %) was comparable to hrHPV testing (79 %), while specificity was significantly higher (76 % versus 42 %, p ≤ 0.05). In addition, in hrHPV-positive scrapings, sensitivity and specificity for CIN2+ of this best-performing combination was comparable to the population referred with abnormal Pap smear. Conclusions We identified new CIN2/3-specific methylation markers using genome-wide DNA methylation analysis. The diagnostic performance of our new methylation panel shows higher specificity, which should result in prevention of unnecessary colposcopies for women referred with abnormal cytology. In addition, these newly found markers might be applied as a triage test in hrHPV-positive women from population-based screening. The next step before implementation in primary screening programs will be validation in population-based cohorts. Electronic supplementary material The online version of this article (doi:10.1186/s13148-016-0196-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- A Boers
- Department of Gynecologic Oncology, internal postal code DA13, Cancer Reserch Center Groningen, University of Groningen, University Medical Center Groningen, PO box 30.001, 9700 RB Groningen, The Netherlands
| | - R Wang
- Department of Gynecologic Oncology, internal postal code DA13, Cancer Reserch Center Groningen, University of Groningen, University Medical Center Groningen, PO box 30.001, 9700 RB Groningen, The Netherlands
| | - R W van Leeuwen
- Department of Gynecologic Oncology, internal postal code DA13, Cancer Reserch Center Groningen, University of Groningen, University Medical Center Groningen, PO box 30.001, 9700 RB Groningen, The Netherlands
| | - H G Klip
- Department of Gynecologic Oncology, internal postal code DA13, Cancer Reserch Center Groningen, University of Groningen, University Medical Center Groningen, PO box 30.001, 9700 RB Groningen, The Netherlands
| | - G H de Bock
- Department of Epidemiology, Cancer Reserch Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - H Hollema
- Department of Pathology, Cancer Reserch Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - W van Criekinge
- Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
| | - T de Meyer
- Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
| | - S Denil
- Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium
| | - A G J van der Zee
- Department of Gynecologic Oncology, internal postal code DA13, Cancer Reserch Center Groningen, University of Groningen, University Medical Center Groningen, PO box 30.001, 9700 RB Groningen, The Netherlands
| | - E Schuuring
- Department of Pathology, Cancer Reserch Center Groningen, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - G B A Wisman
- Department of Gynecologic Oncology, internal postal code DA13, Cancer Reserch Center Groningen, University of Groningen, University Medical Center Groningen, PO box 30.001, 9700 RB Groningen, The Netherlands
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De Strooper LMA, Verhoef VMJ, Berkhof J, Hesselink AT, de Bruin HME, van Kemenade FJ, Bosgraaf RP, Bekkers RLM, Massuger LFAG, Melchers WJG, Steenbergen RDM, Snijders PJF, Meijer CJLM, Heideman DAM. Validation of the FAM19A4/mir124-2 DNA methylation test for both lavage- and brush-based self-samples to detect cervical (pre)cancer in HPV-positive women. Gynecol Oncol 2016; 141:341-347. [PMID: 26921784 PMCID: PMC4851217 DOI: 10.1016/j.ygyno.2016.02.012] [Citation(s) in RCA: 61] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2015] [Revised: 02/09/2016] [Accepted: 02/13/2016] [Indexed: 12/20/2022]
Abstract
Objectives DNA methylation analysis of cancer-related genes is a promising tool for HPV-positive women to identify those with cervical (pre)cancer (CIN3+) in need of treatment. However, clinical performance of methylation markers can be influenced by the sample type utilized. We describe a multiplex quantitative methylation-specific PCR that targets FAM19A4 and mir124-2 loci, to detect CIN3+ using both HPV-positive lavage- and brush self-samples. Methods We determined methylation thresholds for clinical classification using HPV-positive training sets comprising lavage self-samples of 182 women (including 40 with CIN3+) and brush self-samples of 224 women (including 61 with CIN3+). Subsequently, independent HPV-positive validation sets of 389 lavage self-samples (including 78 with CIN3+), and 254 brush self-samples (including 72 with CIN3+) were tested using the preset thresholds. Furthermore, the clinical performance of combined methylation analysis and HPV16/18 genotyping was determined. Results Training set analysis revealed similar FAM19A4 and mir124-2 thresholds for both self-sample types to yield highest CIN3+ sensitivity at 70% specificity. Validation set analysis resulted in a CIN3+ sensitivity of 70.5% (95%CI: 60.4–80.6) at a specificity of 67.8% (95%CI: 62.7–73.0) for lavage self-samples, and a CIN3+ sensitivity of 69.4% (95%CI: 58.8–80.1) at a 76.4% (95%CI: 70.2–82.6) specificity for brush self-samples. In combination with HPV16/18 genotyping, CIN3+ sensitivity and specificity were 88.5% (95%CI: 81.4–95.6) and 46.0% (95%CI: 40.4–51.5) for lavage self-samples, and 84.7% (95%CI: 76.4–93.0) and 54.9% (95%CI: 47.7–62.2) for brush self-samples. Conclusions FAM19A4/mir124-2 methylation analysis performs equally well in HPV-positive lavage- and brush self-samples to identify women with CIN3+. In combination with HPV16/18 genotyping, significantly higher CIN3+ sensitivities are obtained, at decreased specificity. FAM19A4/mir124-2 triage of HPV-positive self-samples is a feasible and promising tool FAM19A4/mir124-2 analysis identifies HPV-positive women at risk of cervical cancer. FAM19A4/mir124-2 analysis performs equally well in lavage and brush self-samples. Further validation of HPV self-sampling with FAM19A4/mir124-2 triage is warranted
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Affiliation(s)
- Lise M A De Strooper
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.
| | - Viola M J Verhoef
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.
| | - Johannes Berkhof
- Department of Epidemiology and Biostatistics, VU University Medical Center, Amsterdam, The Netherlands.
| | | | - Helena M E de Bruin
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.
| | - Folkert J van Kemenade
- Department of Pathology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
| | - Remko P Bosgraaf
- Department of Obstetrics and Gynaecology, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Ruud L M Bekkers
- Department of Obstetrics and Gynaecology, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Leon F A G Massuger
- Department of Obstetrics and Gynaecology, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Willem J G Melchers
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, The Netherlands.
| | | | - Peter J F Snijders
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.
| | - Chris J L M Meijer
- Department of Pathology, VU University Medical Center, Amsterdam, The Netherlands.
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Deng SP, Zhu L, Huang DS. Predicting Hub Genes Associated with Cervical Cancer through Gene Co-Expression Networks. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2016; 13:27-35. [PMID: 26415208 DOI: 10.1109/tcbb.2015.2476790] [Citation(s) in RCA: 57] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Cervical cancer is the third most common malignancy in women worldwide. It remains a leading cause of cancer-related death for women in developing countries. In order to contribute to the treatment of the cervical cancer, in our work, we try to find a few key genes resulting in the cervical cancer. Employing functions of several bioinformatics tools, we selected 143 differentially expressed genes (DEGs) associated with the cervical cancer. The results of bioinformatics analysis show that these DEGs play important roles in the development of cervical cancer. Through comparing two differential co-expression networks (DCNs) at two different states, we found a common sub-network and two differential sub-networks as well as some hub genes in three sub-networks. Moreover, some of the hub genes have been reported to be related to the cervical cancer. Those hub genes were analyzed from Gene Ontology function enrichment, pathway enrichment and protein binding three aspects. The results can help us understand the development of the cervical cancer and guide further experiments about the cervical cancer.
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De Vuyst H, Franceschi S, Plummer M, Mugo NR, Sakr SR, Meijer CJLM, Heideman DAM, Tenet V, Snijders PJF, Hesselink AT, Chung MH. Methylation Levels of CADM1, MAL, and MIR124-2 in Cervical Scrapes for Triage of HIV-Infected, High-Risk HPV-Positive Women in Kenya. J Acquir Immune Defic Syndr 2015; 70:311-8. [PMID: 26473640 DOI: 10.1097/qai.0000000000000744] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
OBJECTIVES To evaluate the value of cervical cell methylation markers in screening HIV-infected women also positive for high-risk human papillomavirus (hrHPV). DESIGN Cross-sectional and prospective. METHODS Two hundred forty-eight HIV-infected hrHPV-positive women enrolled in a cervical cancer screening study in Nairobi, Kenya, had colposcopy-directed biopsy and histological diagnoses. Exfoliated cervical cells were used to measure methylation levels of the CADM1, MAL, and MIR124-2 genes using quantitative methylation-specific polymerase chain reaction. Methylation levels were summarized as cycle threshold (Ct) ratios compared with the β-actin gene. Median Ct ratios were compared across histological diagnoses, with 95% confidence intervals calculated by bootstrapping. Methylation levels at 6 months were assessed in 128 women who remained hrHPV positive. RESULTS All 3 methylation markers showed significantly (P < 0.001) raised median Ct ratios in women with cervical intraepithelial neoplasia (CIN) grade 3 compared with women with a normal cervix. When markers were combined into a single test, the area under the receiver operating characteristic curve for prediction of CIN2 or worse (CIN2+) was 0.80. When the test was calibrated to have similar specificity, sensitivity of the combined tri-marker test for CIN2+ was comparable with cytology [atypical squamous cells of undetermined significance or worse] (89% and 95%, respectively) and superior to visual inspection with acetic acid (85% vs 70%) and HPV16/18 genotyping (65% vs 40%). Among women with no CIN2+ at baseline and persistent hrHPV at 6-month follow-up, MAL-m1 and MIR124-2 Ct ratios increased significantly. CONCLUSIONS Methylation markers in combination with HPV testing may offer a full molecular screening strategy to the many HIV-infected women who are also hrHPV positive.
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Affiliation(s)
- Hugo De Vuyst
- *International Agency for Research on Cancer, Lyon, France; †Kenya Medical Research Institute, Nairobi, Kenya; ‡Coptic Hospital, Coptic Hope Center, Nairobi, Kenya; §Department of Pathology, VU University Medical Center, Amsterdam, the Netherlands; and Departments of ‖Global Health; ¶Medicine; #Epidemiology, University of Washington, Seattle, WA
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Mersakova S, Nachajova M, Szepe P, Kasajova PS, Halasova E. DNA methylation and detection of cervical cancer and precancerous lesions using molecular methods. Tumour Biol 2015; 37:23-7. [PMID: 26459314 DOI: 10.1007/s13277-015-4197-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2015] [Accepted: 10/01/2015] [Indexed: 01/23/2023] Open
Abstract
Cervical cancer is the third most common cancer disease affecting the female population, and a key factor in the development of the disease is the human papillomavirus infection (HPV). The disease is also impacted by epigenetic changes such as DNA methylation, which causes activation or exclusion of certain genes. The aim of our review is to summarize and compare the most common molecular methods for detection of methylated promoter regions in biomarkers occurring in cervical carcinoma and also show the importance of connections of HR-HPV testing with methylation analysis in patients with cervical intraepithelial neoplasia. Insight into genetic and epigenetic alterations associated with cervical cancer development can offer opportunities for the molecular biomarkers that can be useful for screening, diagnosis, and also as new ways of treatment of cervical cancer precursor lesions.
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Affiliation(s)
- Sandra Mersakova
- Department of Gynecology and Obstetrics, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Mala Hora 4 A, Martin, 036 01, Slovakia
| | - Marcela Nachajova
- Department of Gynecology and Obstetrics, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Mala Hora 4 A, Martin, 036 01, Slovakia.
| | - Peter Szepe
- Institute of Pathological Anatomy, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Petra Sumichrastova Kasajova
- Department of Gynecology and Obstetrics, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Mala Hora 4 A, Martin, 036 01, Slovakia
| | - Erika Halasova
- BioMed Martin-Division of Molecular Medicine, Jessenius Faculty of Medicine, Comenius University, Martin, Slovakia
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