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Rapado-González Ó, Salta S, López-López R, Henrique R, Suárez-Cunqueiro MM, Jerónimo C. DNA methylation markers for oral cancer detection in non- and minimally invasive samples: a systematic review. Clin Epigenetics 2024; 16:105. [PMID: 39138540 PMCID: PMC11323632 DOI: 10.1186/s13148-024-01716-9] [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: 04/26/2024] [Accepted: 07/25/2024] [Indexed: 08/15/2024] Open
Abstract
More than 50% of oral cancer (OC) patients are diagnosed with advanced-stage disease associated with poor prognosis and quality of life, supporting an urgent need to improve early OC detection. The identification of effective molecular markers by minimally invasive approaches has emerged as a promising strategy for OC screening. This systematic review summarizes and evaluates the performance of the DNA methylation markers identified in non- or minimally invasive samples for OC detection. PubMed's MEDLINE, Scopus, Embase, and Cochrane Library databases were systematically searched for studies that evaluated DNA methylation markers in non-invasive and/or minimally invasive samples (oral rinse/saliva, oral brush, and blood) from OC patients. Two investigators independently extracted data on study population characteristics, candidate methylation markers, testing samples, DNA methylation assay, and performance diagnostic outcomes. Methodological study quality was assessed with the Quality Assessment for Studies of Diagnostic Accuracy-2 tool. Thirty-one studies met the inclusion criteria for this systematic review. DNA methylation markers were evaluated in oral rinse/saliva (n = 17), oral brush (n = 9), and blood (n = 7) samples. Methylation-specific PCR (MSP) and quantitative-MSP were the most common DNA methylation assays. Regarding diagnostic performance values for salivary, oral brush, and blood DNA methylation markers, sensitivity and specificity ranged between 3.4-100% and 21-100%, 9-100% and 26.8-100%, 22-70% and 45.45-100%, respectively. Different gene methylation panels showed good diagnostic performance for OC detection. This systematic review discloses the promising value of testing DNA methylation markers in non-invasive (saliva or oral rinse) or minimally invasive (oral brush or blood) samples as a novel strategy for OC detection. However, further validation in large, multicenter, and prospective study cohorts must be carried out to confirm the clinical value of specific DNA methylation markers in this setting.
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Affiliation(s)
- Óscar Rapado-González
- Department of Surgery and Medical-Surgical Specialties, Medicine and Dentistry School, Universidade de Santiago de Compostela (USC), 15782, Santiago de Compostela, Spain
- Galician Precision Oncology Research Group (ONCOGAL), Medicine and Dentistry School, Universidade de Santiago de Compostela (USC), 15782, Santiago de Compostela, Spain
- Liquid Biopsy Analysis Unit, Translational Medical Oncology Group (ONCOMET), Health Research Institute of Santiago (IDIS), 15706, Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029, Madrid, Spain
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Sofia Salta
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal
| | - Rafael López-López
- Galician Precision Oncology Research Group (ONCOGAL), Medicine and Dentistry School, Universidade de Santiago de Compostela (USC), 15782, Santiago de Compostela, Spain
- Translational Medical Oncology Group (ONCOMET), Health Research Institute of Santiago (IDIS), Complexo Hospitalario Universitario de Santiago de Compostela (CHUS, SERGAS), 15706, Santiago de Compostela, Spain
| | - Rui Henrique
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
- Department of Pathology and Molecular Immunology, ICBAS-School of Medicine and Biomedical Sciences, University of Porto, Rua Jorge Viterbo Ferreira 228, 4050-313, Porto, Portugal.
| | - María Mercedes Suárez-Cunqueiro
- Department of Surgery and Medical-Surgical Specialties, Medicine and Dentistry School, Universidade de Santiago de Compostela (USC), 15782, Santiago de Compostela, Spain
- Galician Precision Oncology Research Group (ONCOGAL), Medicine and Dentistry School, Universidade de Santiago de Compostela (USC), 15782, Santiago de Compostela, Spain
- Centro de Investigación Biomédica en Red en Cáncer (CIBERONC), Instituto de Salud Carlos III, 28029, Madrid, Spain
- Translational Medical Oncology Group (ONCOMET), Health Research Institute of Santiago (IDIS), Complexo Hospitalario Universitario de Santiago de Compostela (CHUS, SERGAS), 15706, Santiago de Compostela, Spain
| | - Carmen Jerónimo
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), Rua Dr. António Bernardino de Almeida, 4200-072, Porto, Portugal.
- Department of Pathology and Molecular Immunology, ICBAS-School of Medicine and Biomedical Sciences, University of Porto, Rua Jorge Viterbo Ferreira 228, 4050-313, Porto, Portugal.
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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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Salta S, Sequeira JP, Lobo J, Sousa A, Sousa H, Baldaque I, Monteiro P, Tavares F, Henrique R, Jerónimo C. Preliminary outcomes of the Cervical Cancer Screening Program of Northern Portugal: A snapshot. J Infect Public Health 2024; 17:1057-1064. [PMID: 38705058 DOI: 10.1016/j.jiph.2024.04.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Revised: 04/07/2024] [Accepted: 04/22/2024] [Indexed: 05/07/2024] Open
Abstract
BACKGROUND Cervical cancer screening remains an essential preventive tool worldwide. First line high-risk Human Papillomavirus (HrHPV) genotyping became gold standard for cervical cancer screening, and has been adopted by several countries, including Portugal. Herein, we aimed to assess the early outcomes of the regional Cervical Cancer Screening Program of Northern Portugal. METHODS The analysis of a representative set of cases evaluated during a one-month period (January 2020), with adequate follow-up was performed. Descriptive analysis was performed. RESULTS Overall, 7278 samples were received, of which 15.2% were HrHPV positive, most of these disclosing a negative result in subsequent liquid-based cytology. Nearly half of the HrHPV-positive women were referred to colposcopy. Within this group, HPV16/18+ cases depicted the higher frequency of high-grade squamous intraepithelial lesion (HSIL) or worse, compared with abnormal cytology or persistent HrHPV infection. Among women with non-HPV16/18 HrHPV infection and negative cytology, which are eligible for repeat sampling in one year, 65% were re-tested. Importantly, nearly half of these cleared HrHPV infection. Furthermore, referral to colposcopy due to HPV16/18 infection and/or abnormal cytology results were associated with > 40% risk for HSIL or worse lesion. CONCLUSIONS Our study confirmed the reliability and effectiveness of first line HrHPV genotyping in the Cervical Cancer Screening Program of Northern Portugal. Nonetheless, it also raised concerns about excessive referral to colposcopy, with the inherent human and financial costs. Thus, further improvement and optimization are key to ensure the sustainability of the program.
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Affiliation(s)
- Sofia Salta
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Doctoral Program in Pathology and Molecular Genetics, ICBAS - School of Medicine and Biomedical Sciences - University of Porto, Rua Jorge Viterbo Ferreira 228, Porto 4050-513, Portugal
| | - José Pedro Sequeira
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Doctoral Program in Biomedical Sciences, ICBAS - School of Medicine and Biomedical Sciences - University of Porto, Rua Jorge Viterbo Ferreira 228, Porto 4050-513, Portugal
| | - João Lobo
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Department of Pathology and Molecular Immunology, ICBAS - School of Medicine and Biomedical Sciences - University of Porto, Rua Jorge Viterbo Ferreira 228, Porto 4050-513, Portugal
| | - Ana Sousa
- Molecular Oncology & Viral Pathology Group, Research Center of IPO Porto (CI-IPOP) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Escola Superior de Saúde Fernando Pessoa - ESS-FP, R. Delfim Maia 334, Porto 4200-256, Portugal
| | - Hugo Sousa
- Molecular Oncology & Viral Pathology Group, Research Center of IPO Porto (CI-IPOP) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Department of Pathology and Laboratory Medicine, Clinical Pathology Service, Portuguese Oncology Institute of Porto (IPO Porto), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Clinical Pathology Service, Centro Hospitalar Entre Douro e Vouga E.P.E., R. Dr. Cândido Pinho, Santa Maria da Feira 4520-211, Portugal
| | - Inês Baldaque
- Department of Pathology and Laboratory Medicine, Clinical Pathology Service, Portuguese Oncology Institute of Porto (IPO Porto), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal
| | - Paula Monteiro
- Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal
| | - Fernando Tavares
- Administração Regional de Saúde do Norte, I.P., Rua de Santa Catarina 1288, Porto 4000-477, Portugal
| | - Rui Henrique
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Department of Pathology, Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Department of Pathology and Molecular Immunology, ICBAS - School of Medicine and Biomedical Sciences - University of Porto, Rua Jorge Viterbo Ferreira 228, Porto 4050-513, Portugal.
| | - Carmen Jerónimo
- Cancer Biology & Epigenetics Group, Research Center of IPO Porto (CI-IPOP), Portuguese Oncology Institute of Porto (IPO Porto) / Porto Comprehensive Cancer Center - Raquel Seruca (Porto.CCC) & CI-IPOP@RISE (Health Research Network), R. Dr. António Bernardino de Almeida, Porto 4200-072, Portugal; Department of Pathology and Molecular Immunology, ICBAS - School of Medicine and Biomedical Sciences - University of Porto, Rua Jorge Viterbo Ferreira 228, Porto 4050-513, Portugal.
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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] [MESH Headings] [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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Liu H, Ma H, Li Y, Zhao H. Advances in epigenetic modifications and cervical cancer research. Biochim Biophys Acta Rev Cancer 2023; 1878:188894. [PMID: 37011697 DOI: 10.1016/j.bbcan.2023.188894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Revised: 03/19/2023] [Accepted: 03/31/2023] [Indexed: 04/03/2023]
Abstract
Cervical cancer (CC) is an important public health problem for women, and perspectives and information regarding its prevention and treatment are quickly evolving. Human papilloma virus (HPV) has been recognized as a major contributor to CC development; however, HPV infection is not the only cause of CC. Epigenetics refers to changes in gene expression levels caused by non-gene sequence changes. Growing evidence suggests that the disruption of gene expression patterns which were governed by epigenetic modifications can result in cancer, autoimmune diseases, and various other maladies. This article mainly reviews the current research status of epigenetic modifications in CC based on four aspects, respectively DNA methylation, histone modification, noncoding RNA regulation and chromatin regulation, and we also discuss their functions and molecular mechanisms in the occurrence and progression of CC. This review provides new ideas for early screening, risk assessment, molecular targeted therapy and prognostic prediction of CC.
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Hillyar CR, Kanabar SS, Pufal KR, Lawson AW, Saw Hee JL, Rallis KS, Nibber A, Sideris M. A systematic review and meta-analysis of the diagnostic effectiveness of human papillomavirus methylation biomarkers for detection of cervical cancer. Epigenomics 2022; 14:1055-1072. [PMID: 36169190 DOI: 10.2217/epi-2022-0160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background: The aim of this systematic review and meta-analysis was to assess the evidence for the diagnostic effectiveness of human papillomavirus (HPV) methylation biomarkers for detection of cervical cancer. Methods: PubMed, Embase and Web of Science were searched. Nine articles focusing on HPV methylation for detection of precancerous and cancerous cervical lesions were included. The QUADAS-2 tool was used for quality assessment. The receiver operating characteristic (ROC) was the main diagnostic performance parameter extracted. Results: Of the nine articles included in this study, seven were of moderate quality and two were of high quality. A meta-analysis of the ROC for 27 HPV methylation biomarkers revealed an overall pooled ROC of 0.770 (95% CI: 0.720-0.819; I2: 98.4%; Q: 1537.4; p < 0.01). Four methylation biomarkers had strong diagnostic ability (ROC > 0.900), 17 were moderate (ROC: 0.7000-0.8999) and six were poor (ROC < 0.700). Conclusion: HPV methylation biomarkers hold significant promise as independent screening tests for the detection of cervical precancerous and cancerous lesions.
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Affiliation(s)
- Christopher Rt Hillyar
- Green Templeton College, University of Oxford, Oxford, OX2 6HG, UK.,Surgery, Women's & Oncology Division, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
| | - Shivani S Kanabar
- University of Birmingham Medical School, College of Medical & Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Kamil R Pufal
- University of Birmingham Medical School, College of Medical & Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Alexander W Lawson
- University of Birmingham Medical School, College of Medical & Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Joshua Li Saw Hee
- University of Birmingham Medical School, College of Medical & Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK
| | - Kathrine S Rallis
- Barts & The London School of Medicine & Dentistry, Queen Mary University of London, London, E1 2AD, UK.,Cancer Research UK City of London Centre, Centre for Experimental Cancer Medicine, Barts Cancer Institute, Queen Mary University of London, London, EC1M 6BQZ, UK
| | - Anjan Nibber
- Green Templeton College, University of Oxford, Oxford, OX2 6HG, UK.,Surgery, Women's & Oncology Division, John Radcliffe Hospital, Oxford University Hospitals NHS Foundation Trust, Oxford, OX3 9DU, UK
| | - Michail Sideris
- Cancer Research UK Barts Centre, Queen Mary University of London, London, EC1M 5PZ, UK.,Department of Gynaecological Oncology, Barts Health NHS Trust, London, E1 1BB, UK
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Zhang L, Zhao X, Hu S, Chen S, Zhao S, Dong L, Carvalho AL, Muwonge R, Zhao F, Basu P. Triage performance and predictive value of the human gene methylation panel among women positive on self-collected HPV test: Results from a prospective cohort study. Int J Cancer 2022; 151:878-887. [PMID: 35460075 DOI: 10.1002/ijc.34041] [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: 12/10/2021] [Revised: 03/15/2022] [Accepted: 04/08/2022] [Indexed: 11/11/2022]
Abstract
Triaging of women positive for high-risk human papillomavirus (hrHPV) on self-collected samples requires a molecular reflex test to avoid recall for cytology or visual tests. We assessed triage performance and predictive value of human gene methylation panel (ZNF671/ASTN1/ITGA4/RXFP3/SOX17/DLX1) alone and with combination of HPV16/18 genotyping in a longitudinal screening study. Out of 9526 women at baseline, 1758 women positive for hrHPV on self-collected samples followed up yearly were included in the current analysis. Satisfactory risk stratification to detect cervical intraepithelial neoplasia grade 2 or worse (CIN2+) was demonstrated by the methylation panel with an odds ratio (OR) of 11.3 among methylation-positive women compared to methylation-negative counterparts. Triaging with methylation panel reduced colposcopy referral rate by 67.2% with sensitivity and specificity of 83.0% and 69.9% to detect CIN2+. The corresponding values for the combining methylation and HPV 16/18 were 96.6% and 58.3%. The cumulative 3-year incident CIN2+ risk was 6.8% (95% CI: 4.9%-8.6%) for hrHPV positive women, which was reduced to 4.5% (95% CI: 2.7%-6.3%) and 2.9% (95% CI: 1.2%-4.5%) for women negative on methylation triaging alone and negative on the combined strategy. The corresponding risk for women positive for both methylation and HPV 16/18 reached 33.7% (95% CI: 19.0%-45.8%). Our study demonstrated the satisfactory triage performance and predictive value of the methylation panel, especially in combination with HPV 16/18 genotyping. The substantially lower risk of CIN2+ among the triage negative women over the next 3 years suggests that the interval for repeat HPV test can be safely extended to at least 2 years.
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Affiliation(s)
- Li Zhang
- Department of Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
- International Agency for Research on Cancer, Lyon, France
| | - Xuelian Zhao
- Department of Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shangying Hu
- Department of Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shimin Chen
- Department of Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shuang Zhao
- Department of Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Li Dong
- Institutes of Biomedical Sciences, Shanxi University, Taiyuan, China
| | | | | | - Fanghui Zhao
- Department of Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Partha Basu
- International Agency for Research on Cancer, Lyon, France
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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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Zhang R, Dang W, Zhang J, He R, Li G, Zhang L, Wang Z, Zong H, Liu N, Jia W. Methylation quantitative locus rs3758653 in the DRD4 gene is associated with duration from first heroin exposure to addiction. Brain Res 2022; 1775:147746. [PMID: 34864042 DOI: 10.1016/j.brainres.2021.147746] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Revised: 11/14/2021] [Accepted: 11/29/2021] [Indexed: 11/19/2022]
Abstract
Opioid addiction is a chronic brain disease with a high heritability. However, the genetic underpinnings remain uncertain. DNA methylation is involved in the adaptive changes in neuroplasticity after prolonged drug use. The dopamine receptor D4 (DRD4) has an essential role in the reward processes associated with addictive drugs. To further elucidate the potential role and mechanism of the DRD4 gene variants in heroin addiction, we detected the methylation level of 46 CpG sites in the promoter region and the genotypes of three SNPs in the DRD4 gene. Correlations between the SNPs and methylation levels of the CpG sites, i.e., the analysis of methylation quantitative trait loci (mQTLs) was conducted. Following the identification of mQTLs that are unique in the heroin addiction group, we performed an association study between the mQTLs and traits of heroin addiction. Our results revealed that there were several correlations of SNPs rs3758653 and rs11246226 with the methylation levels of some CpG sites in the DRD4 gene. Among these SNP-CpG pairs, rs3758653-DRD4_04, rs3758653-DRD4_05, rs3758653-DRD4_13 and rs3758653-DRD4_03 were unique in the heroin addiction group. Moreover, we found that mQTL rs3758653 was associated with duration from first heroin exposure to addiction, and the expression level of the DRD4 gene in human brain regions of the frontal cortex and hippocampus. Our findings suggested that some mQTLs in the genome may be associated with traits of opioid addiction through implicating the processes of DNA methylation and gene expression.
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Affiliation(s)
- Rui Zhang
- Department of Psychiatry, Xi'an Mental Health Center, Xi'an, Shaanxi, China
| | - Wei Dang
- Department of Psychiatry, Xi'an Mental Health Center, Xi'an, Shaanxi, China.
| | - Jianbo Zhang
- Key Laboratory of National Health Commission for Forensic Science, Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Ruifeng He
- Department of Psychiatry, Xi'an Mental Health Center, Xi'an, Shaanxi, China
| | - Guibin Li
- Department of Psychiatry, Xi'an Mental Health Center, Xi'an, Shaanxi, China
| | - Luying Zhang
- Department of Psychiatry, Xi'an Mental Health Center, Xi'an, Shaanxi, China
| | - Zhikang Wang
- Psychiatry Department, Xi'an Daxing Hospital, Xi'an, Shaanxi, China
| | - Hua Zong
- Department of Psychiatry, Xi'an Mental Health Center, Xi'an, Shaanxi, China
| | - Ning Liu
- Department of Psychiatry, Xi'an Mental Health Center, Xi'an, Shaanxi, China
| | - Wei Jia
- Department of Psychiatry, Xi'an Mental Health Center, Xi'an, Shaanxi, China
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