Nomogram for predicting para-aortic lymph node metastases in patients with cervical cancer
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作者:
Wang, Weiping
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Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Peking Union Med Coll, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Wang, Weiping
[1
,2
]
Liu, Xiaoliang
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Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Peking Union Med Coll, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Liu, Xiaoliang
[1
,2
]
Meng, Qingyu
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Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Peking Union Med Coll, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Meng, Qingyu
[1
,2
]
Zhang, Fuquan
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Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Peking Union Med Coll, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Zhang, Fuquan
[1
,2
]
Hu, Ke
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Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Peking Union Med Coll, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R ChinaChinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Hu, Ke
[1
,2
]
机构:
[1] Chinese Acad Med Sci, Peking Union Med Coll Hosp, Dept Radiat Oncol, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
[2] Peking Union Med Coll, 1 Shuaifuyuan Wangfujing, Beijing 100730, Peoples R China
Some patients with cervical cancer may benefit from prophylactic extended-field radiotherapy (EFRT). However, the indications for prophylactic EFRT were unclear. In this study, we constructed a nomogram to predict para-aortic lymph node (PALN) metastases in cervical cancer. Between January 2011 and June 2017, 1903 patients with stage IA-IVA cervical cancer received definitive radiotherapy. Patients who were diagnosed during 2011-2015 were assigned to a model development cohort (n = 1193) and others were assigned to a validation cohort (n = 710). Possible predictors were analysed using logistic regression models with model development cohort. A nomogram based on this work was constructed and validated. A total of 130 patients (6.8%) suffered from PALN metastases, with 81 patients (6.8%) in the model development cohort and 49 patients (6.9%) in the validation group. Multivariate analysis of the model development cohort demonstrated that histology, tumour size, bilateral pelvic lymph node (PLN) metastases, common iliac lymph node metastases and PLN convergence or muscle involvement were significant predictive factors of PALN metastases. The nomogram including these five factors showed good predictive accuracy (concordance index 0.916, 95% confidence interval, CI 0.881-0.952) in the model development cohort. In the validation cohort, the nomogram showed good discrimination (concordance index 0.949, 95% CI 0.911-0.988) and the predicted probability was close to the actual observed outcome. We have developed a robust tool that is able to predict PALN metastases in patients with cervical cancer. The nomogram could help physicians to decide whether prophylactic EFRT should be performed for patients with cervical cancer patients.
机构:
Mt Vernon Hosp, Mt Vernon Ctr Canc Treatment, Northwood, England
Mt Vernon Hosp, Mt Vernon Ctr Canc Treatment, Rickmansworth Rd, Northwood HA6 2RN, Middx, EnglandMt Vernon Hosp, Mt Vernon Ctr Canc Treatment, Northwood, England
Glynne-Jones, Rob
Harrison, Mark
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Mt Vernon Hosp, Mt Vernon Ctr Canc Treatment, Northwood, EnglandMt Vernon Hosp, Mt Vernon Ctr Canc Treatment, Northwood, England
机构:
Princess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Univ Toronto, Dept Radiat Oncol, Toronto, ON M5S 1A1, CanadaPrincess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Yap, M. L.
Cuartero, J.
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机构:
Princess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Univ Toronto, Dept Radiat Oncol, Toronto, ON M5S 1A1, CanadaPrincess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Cuartero, J.
Yan, J.
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Princess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, CanadaPrincess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Yan, J.
Pintilie, M.
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机构:
Princess Margaret Canc Ctr, Div Biostat, Toronto, ON M5G 2M9, Canada
Univ Toronto, Dalla Lana Sch Publ Hlth Sci, Toronto, ON, CanadaPrincess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Pintilie, M.
Fyles, A.
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机构:
Princess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Univ Toronto, Dept Radiat Oncol, Toronto, ON M5S 1A1, CanadaPrincess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Fyles, A.
Levin, W.
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Princess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Univ Toronto, Dept Radiat Oncol, Toronto, ON M5S 1A1, CanadaPrincess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Levin, W.
Manchul, L.
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Princess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Univ Toronto, Dept Radiat Oncol, Toronto, ON M5S 1A1, CanadaPrincess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Manchul, L.
Milosevic, M.
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Princess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
Univ Toronto, Dept Radiat Oncol, Toronto, ON M5S 1A1, CanadaPrincess Margaret Canc Ctr, Radiat Med Program, Toronto, ON M5G 2M9, Canada
机构:
Klinik für Gynäkologie und Geburtshilfe, Universitätsklinikum Aachen, Aachen 52074Klinik für Gynäkologie und Geburtshilfe, Universitätsklinikum Aachen, Aachen 52074
Meinhold-Heerlein I.
Schollmeyer T.
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Klinik für Gynäkologie und Geburtshilfe, Universitätsklinikum Schleswig-Holstein, Campus Kiel, KielKlinik für Gynäkologie und Geburtshilfe, Universitätsklinikum Aachen, Aachen 52074
Schollmeyer T.
Jonat W.
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Klinik für Gynäkologie und Geburtshilfe, Universitätsklinikum Schleswig-Holstein, Campus Kiel, KielKlinik für Gynäkologie und Geburtshilfe, Universitätsklinikum Aachen, Aachen 52074
Jonat W.
Maass N.
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Klinik für Gynäkologie und Geburtshilfe, Universitätsklinikum Aachen, Aachen 52074Klinik für Gynäkologie und Geburtshilfe, Universitätsklinikum Aachen, Aachen 52074
机构:
Univ Paris 06, Hop Tenon, AP HP, Dept Gynecol Obstet,Serv Gynecol Obstet, F-75020 Paris, FranceUniv Paris 06, Hop Tenon, AP HP, Dept Gynecol Obstet,Serv Gynecol Obstet, F-75020 Paris, France
Chereau, Elisabeth
Ballester, Marcos
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Univ Paris 06, Hop Tenon, AP HP, Dept Gynecol Obstet,Serv Gynecol Obstet, F-75020 Paris, FranceUniv Paris 06, Hop Tenon, AP HP, Dept Gynecol Obstet,Serv Gynecol Obstet, F-75020 Paris, France
Ballester, Marcos
Darai, Emile
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Univ Paris 06, Hop Tenon, AP HP, Dept Gynecol Obstet,Serv Gynecol Obstet, F-75020 Paris, FranceUniv Paris 06, Hop Tenon, AP HP, Dept Gynecol Obstet,Serv Gynecol Obstet, F-75020 Paris, France
机构:
Sungkyunkwan Univ, Dept Radiat Oncol, Samsung Med Ctr, Sch Med, 81 Irwon Ro, Seoul 06351, South KoreaSungkyunkwan Univ, Dept Radiat Oncol, Samsung Med Ctr, Sch Med, 81 Irwon Ro, Seoul 06351, South Korea
Cho, Won Kyung
Kim, Young Im
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Seoul Natl Univ Hosp, Dept Obstet & Gynecol, Seoul, South KoreaSungkyunkwan Univ, Dept Radiat Oncol, Samsung Med Ctr, Sch Med, 81 Irwon Ro, Seoul 06351, South Korea
Kim, Young Im
Park, Won
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Sungkyunkwan Univ, Dept Radiat Oncol, Samsung Med Ctr, Sch Med, 81 Irwon Ro, Seoul 06351, South KoreaSungkyunkwan Univ, Dept Radiat Oncol, Samsung Med Ctr, Sch Med, 81 Irwon Ro, Seoul 06351, South Korea
Park, Won
Yang, Kyungmi
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机构:
Ajou Univ, Sch Med, Dept Radiat Oncol, Suwon, South KoreaSungkyunkwan Univ, Dept Radiat Oncol, Samsung Med Ctr, Sch Med, 81 Irwon Ro, Seoul 06351, South Korea
Yang, Kyungmi
Kim, Haeyoung
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Sungkyunkwan Univ, Dept Radiat Oncol, Samsung Med Ctr, Sch Med, 81 Irwon Ro, Seoul 06351, South KoreaSungkyunkwan Univ, Dept Radiat Oncol, Samsung Med Ctr, Sch Med, 81 Irwon Ro, Seoul 06351, South Korea
Kim, Haeyoung
Cha, Hyejung
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h-index: 0
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Yonsei Univ, Wonju Coll Med, Dept Radiat Oncol, Wonju, South KoreaSungkyunkwan Univ, Dept Radiat Oncol, Samsung Med Ctr, Sch Med, 81 Irwon Ro, Seoul 06351, South Korea
机构:
Konkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Shim, Seung-Hyuk
Kim, Dae-Yeon
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Univ Ulsan, Coll Med, Dept Obstet & Gynecol, Asan Med Ctr, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Kim, Dae-Yeon
Lee, Sun Joo
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Konkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Lee, Sun Joo
Kim, Soo-Nyurig
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Konkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Kim, Soo-Nyurig
Kang, Soon-Beom
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Konkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Kang, Soon-Beom
Lee, Shin-Wha
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Univ Ulsan, Coll Med, Dept Obstet & Gynecol, Asan Med Ctr, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Lee, Shin-Wha
Park, Jeong-Yeol
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Univ Ulsan, Coll Med, Dept Obstet & Gynecol, Asan Med Ctr, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Park, Jeong-Yeol
Suh, Dae-Shik
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Univ Ulsan, Coll Med, Dept Obstet & Gynecol, Asan Med Ctr, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Suh, Dae-Shik
Kim, Jong-Hyeok
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Univ Ulsan, Coll Med, Dept Obstet & Gynecol, Asan Med Ctr, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Kim, Jong-Hyeok
Kim, Yong-Man
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Univ Ulsan, Coll Med, Dept Obstet & Gynecol, Asan Med Ctr, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
Kim, Yong-Man
Kim, Young-Tak
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Univ Ulsan, Coll Med, Dept Obstet & Gynecol, Asan Med Ctr, 88 Olymp Ro 43 Gil, Seoul 05505, South KoreaKonkuk Univ, Sch Med, Dept Obstet & Gynecol, 263 Achasan Ro, Seoul 05030, South Korea
机构:
Univ Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, Brazil
Negrao, Marcelo Vailati
da Silva Lima, Julianne Maria
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Univ Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, Brazil
da Silva Lima, Julianne Maria
Severino Silva, Samantha Cabral
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Univ Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, Brazil
Severino Silva, Samantha Cabral
Estevez Diz, Maria Del Pilar
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Univ Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, Brazil
Estevez Diz, Maria Del Pilar
Miranda, Vanessa da Costa
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Univ Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, BrazilUniv Sao Paulo, Fac Med, Inst Canc Estado Sao Paulo, Dept Med Oncol, Ave Dr Arnaldo,251, BR-01246000 Sao Paulo, Brazil