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Wu TI, Huang RL, Su PH, Mao SP, Wu CH, Lai HC. Ovarian cancer detection by DNA methylation in cervical scrapings. Clin Epigenetics 2019; 11:166. [PMID: 31775891 PMCID: PMC6881994 DOI: 10.1186/s13148-019-0773-3] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 10/24/2019] [Indexed: 02/08/2023] Open
Abstract
Background Ovarian cancer (OC) is the most lethal gynecological cancer, worldwide, largely due to its vague and nonspecific early stage symptoms, resulting in most tumors being found at advanced stages. Moreover, due to its relative rarity, there are currently no satisfactory methods for OC screening, which remains a controversial and cost-prohibitive issue. Here, we demonstrate that Papanicolaou test (Pap test) cervical scrapings, instead of blood, can reveal genetic/epigenetic information for OC detection, using specific and sensitive DNA methylation biomarkers. Results We analyzed the methylomes of tissues (50 OC tissues versus 6 normal ovarian epithelia) and cervical scrapings (5 OC patients versus 10 normal controls), and integrated public methylomic datasets, including 79 OC tissues and 6 normal tubal epithelia. Differentially methylated genes were further classified by unsupervised hierarchical clustering, and each candidate biomarker gene was verified in both OC tissues and cervical scrapings by either quantitative methylation-specific polymerase chain reaction (qMSP) or bisulfite pyrosequencing. A risk-score by logistic regression was generated for clinical application. One hundred fifty-one genes were classified into four clusters, and nine candidate hypermethylated genes from these four clusters were selected. Among these, four genes fulfilled our selection criteria and were validated in training and testing set, respectively. The OC detection accuracy was demonstrated by area under the receiver operating characteristic curves (AUCs) in 0.80–0.83 of AMPD3, 0.79–0.85 of AOX1, 0.78–0.88 of NRN1, and 0.82–0.85 of TBX15. From this, we found OC-risk score, equation generated by logistic regression in training set and validated an OC-associated panel comprising AMPD3, NRN1, and TBX15, reaching a sensitivity of 81%, specificity of 84%, and OC detection accuracy of 0.91 (95% CI, 0.82–1) in testing set. Conclusions Ovarian cancer detection from cervical scrapings is feasible, using particularly promising epigenetic biomarkers such as AMPD3/NRN1/TBX15. Further validation is warranted.
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Affiliation(s)
- Tzu-I Wu
- Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.,Department of Obstetrics and Gynecology, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Rui-Lan Huang
- Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan.,Department of Obstetrics and Gynecology, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
| | - Po-Hsuan Su
- Translational Epigenetic Center, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
| | - Shih-Peng Mao
- Department of Obstetrics and Gynecology, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan
| | - Chen-Hsuan Wu
- Graduate Institute of Clinical Medical Sciences, Chang Gung University College of Medicine, Tao-Yuan, Taiwan.,Department of Obstetrics and Gynecology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hung-Cheng Lai
- Department of Obstetrics and Gynecology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan. .,Department of Obstetrics and Gynecology, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan. .,Translational Epigenetic Center, Shuang Ho Hospital, Taipei Medical University, New Taipei, Taiwan. .,Department and Graduate Institute of Biochemistry, National Defense Medical Center, No.291, Jhongjheng Rd., Jhonghe, New Taipei, 23561, Taiwan.
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6
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Colombo N, Creutzberg C, Amant F, Bosse T, González-Martín A, Ledermann J, Marth C, Nout R, Querleu D, Mirza MR, Sessa C. ESMO-ESGO-ESTRO Consensus Conference on Endometrial Cancer: Diagnosis, Treatment and Follow-up. Int J Gynecol Cancer 2016; 26:2-30. [PMID: 26645990 PMCID: PMC4679344 DOI: 10.1097/igc.0000000000000609] [Citation(s) in RCA: 441] [Impact Index Per Article: 55.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
The first joint European Society for Medical Oncology (ESMO), European SocieTy for Radiotherapy & Oncology (ESTRO) and European Society of Gynaecological Oncology (ESGO) consensus conference on endometrial cancer was held on 11-13 December 2014 in Milan, Italy, and comprised a multidisciplinary panel of 40 leading experts in the management of endometrial cancer. Before the conference, the expert panel prepared three clinically-relevant questions about endometrial cancer relating to the following four areas: prevention and screening, surgery, adjuvant treatment and advanced and recurrent disease. All relevant scientific literature, as identified by the experts, was reviewed in advance. During the consensus conference, the panel developed recommendations for each specific question and a consensus was reached. Results of this consensus conference, together with a summary of evidence supporting each recommendation, are detailed in this article. All participants have approved this final article.
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Affiliation(s)
- Nicoletta Colombo
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Carien Creutzberg
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Frederic Amant
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Tjalling Bosse
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Antonio González-Martín
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Jonathan Ledermann
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Christian Marth
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Remi Nout
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Denis Querleu
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Mansoor Raza Mirza
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
| | - Cristiana Sessa
- *Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy; †Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands; ‡Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium and Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam, The Netherlands; §Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; ∥Medical Oncology Department, GEICO and MD Anderson Cancer Center, Madrid, Spain; ¶Department of Oncology and Cancer Trials, UCL Cancer Institute, London, United Kingdom; #Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria; **Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands; ††Department of Surgery, Institut Bergonié, Bordeaux, France and Gynecology and Obstetrics Department, McGill University Health Centre, Montreal, Quebec, Canada; ‡‡Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark; and §§Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
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7
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Colombo N, Creutzberg C, Amant F, Bosse T, González-Martín A, Ledermann J, Marth C, Nout R, Querleu D, Mirza MR, Sessa C, Altundag O, Amant F, van Leeuwenhoek A, Banerjee S, Bosse T, Casado A, de Agustín L, Cibula D, Colombo N, Creutzberg C, del Campo JM, Emons G, Goffin F, González-Martín A, Greggi S, Haie-Meder C, Katsaros D, Kesic V, Kurzeder C, Lax S, Lécuru F, Ledermann J, Levy T, Lorusso D, Mäenpää J, Marth C, Matias-Guiu X, Morice P, Nijman H, Nout R, Powell M, Querleu D, Mirza M, Reed N, Rodolakis A, Salvesen H, Sehouli J, Sessa C, Taylor A, Westermann A, Zeimet A. ESMO-ESGO-ESTRO Consensus Conference on Endometrial Cancer: diagnosis, treatment and follow-up. Ann Oncol 2015; 27:16-41. [PMID: 26634381 DOI: 10.1093/annonc/mdv484] [Citation(s) in RCA: 718] [Impact Index Per Article: 79.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2015] [Accepted: 10/05/2015] [Indexed: 12/27/2022] Open
Abstract
The first joint European Society for Medical Oncology (ESMO), European SocieTy for Radiotherapy & Oncology (ESTRO) and European Society of Gynaecological Oncology (ESGO) consensus conference on endometrial cancer was held on 11-13 December 2014 in Milan, Italy, and comprised a multidisciplinary panel of 40 leading experts in the management of endometrial cancer. Before the conference, the expert panel prepared three clinically relevant questions about endometrial cancer relating to the following four areas: prevention and screening, surgery, adjuvant treatment and advanced and recurrent disease. All relevant scientific literature, as identified by the experts, was reviewed in advance. During the consensus conference, the panel developed recommendations for each specific question and a consensus was reached. Results of this consensus conference, together with a summary of evidence supporting each recommendation, are detailed in this article. All participants have approved this final article.
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Affiliation(s)
- N Colombo
- Division of Medical Gynecologic Oncology, European Institute of Oncology and University of Milan-Bicocca, Milan, Italy
| | - C Creutzberg
- Department of Radiation Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - F Amant
- Department of Gynecological Oncology, University Hospital Leuven, Leuven, Belgium Center for Gynecological Oncology Amsterdam (CGOA), Antoni van Leeuwenhoek, Amsterdam
| | - T Bosse
- Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands
| | - A González-Martín
- Department of Medical Oncology, GEICO Cancer Center, Madrid Department of Medical Oncology, MD Anderson Cancer Center, Madrid, Spain
| | - J Ledermann
- Department of Oncology and Cancer Trials, UCL Cancer Institute, London, UK
| | - C Marth
- Department of Obstetrics and Gynecology, Innsbruck Medical University, Innsbruck, Austria
| | - R Nout
- Department of Radiotherapy, Leiden University Medical Center, Leiden, The Netherlands
| | - D Querleu
- Department of Surgery, Institut Bergonié, Bordeaux, France Department of Gynecology and Obstetrics, McGill University Health Centre, Montreal, Canada
| | - M R Mirza
- Department of Oncology, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - C Sessa
- Department of Medical Oncology, Oncology Institute of Southern Switzerland, Ospedale San Giovanni, Bellinzona, Switzerland
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