Nomograms based on HPV load for predicting survival in cervical squamous cell carcinoma: An observational study with a long-term follow-up
被引:15
作者:
Zuo, Jing
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机构:
Chinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Zuo, Jing
[1
,2
]
Huang, Ying
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机构:
Henry Jackson Fdn, Womens Hlth Integrated Res Ctr, Annandale, VA 22003 USAChinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Huang, Ying
[3
]
An, Jusheng
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机构:
Chinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
An, Jusheng
[1
,2
]
Yang, Xi
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机构:
Chinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Yang, Xi
[1
,2
]
Li, Ning
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机构:
Chinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Li, Ning
[1
,2
]
Huang, Manni
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h-index: 0
机构:
Chinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Huang, Manni
[1
,2
]
Wu, Lingying
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机构:
Chinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
Wu, Lingying
[1
,2
]
机构:
[1] Chinese Acad Med Sci, Dept Gynecol Oncol, Natl Clin Res Ctr Canc, Natl Canc Ctr,Canc Hosp, Beijing 100021, Peoples R China
[2] Peking Union Med Coll, Beijing 100021, Peoples R China
[3] Henry Jackson Fdn, Womens Hlth Integrated Res Ctr, Annandale, VA 22003 USA
Objective: To investigate the prognostic value of pretreatment human papillomavirus (HPV) viral load for cervical cancer, and to develop nomograms based on HPV load and other clinicopathological factors for long-term survival. Methods: We conducted a prospective study on cervical squamous cell carcinoma (SCC) patients diagnosed between January 2003 and December 2008. Cervical samples were tested for HPV viral load by the Hybrid Capture II (HCII) assay before treatment and 6 months after treatment. Clinical characteristics and follow-up information were also collected. A multivariable Cox proportional hazards model was used to adjust covariates in both the radical hysterectomy (RH) treatment group and concurrent chemoradiotherapy (CCRT) treatment group to identify relevant covariates, and then nomograms were constructed and used for internal validation. Results: A total of 520 SCC patients enrolled in this study with a median follow-up of 127 months, 360 patients received RH, whereas 160 patients received CCRT. The median HPV viral load in RH and CCRT groups was 356.10 and 294.29, respectively. Tumor size was positively correlated with high pretreatment HPV load in both groups. In CCRT group, the advanced International Federation of Gynecology and Obstetrics (FIGO) stage and enlarged retroperitoneal lymph node status determined by computed tomography (LNSCT) were correlated with low HPV load group. Initial HPV viral load, FIGO stage and lymph node metastasis were prognostic factors for RH group, whereas HPV viral load, squamous cell carcinoma antigen (SCC-Ag) level and LNSCT were identified as prognostic factors for CCRT group. Nomograms incorporating these predictors for 10-year progression-free survival (PFS) were constructed [concordance index (C-index): 0.756, 0.749]. Conclusions: A low pretreatment HPV viral load is an independent prognostic factor for poor prognosis of cervical SCC and is related to other clinicopathological factors. The survival nomogram based on HPV viral load could predict the long-term prognosis.
机构:
Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Araceli Oyervides-Munoz, Mariel
Ali Perez-Maya, Antonio
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Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Ali Perez-Maya, Antonio
Frecia Rodriguez-Gutierrez, Hazyadee
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机构:
Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Frecia Rodriguez-Gutierrez, Hazyadee
Sofia Gomez-Macias, Gabriela
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机构:
Univ Autonoma Nuevo Leon, Hosp Univ, Dept Anat Patol & Citopatol, Dr Jose Eleuterio Gonzalez Francisco I Madero S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Sofia Gomez-Macias, Gabriela
Raul Fajardo-Ramirez, Oscar
论文数: 0引用数: 0
h-index: 0
机构:
Tecnol Monterrey, Escuela Med, Monterrey 64710, Nuevo Leon, Mexico
Brigham & Womens Hosp, Ctr Excellence Vasc Biol, Dept Pathol, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA USAUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Raul Fajardo-Ramirez, Oscar
Trevino, Victor
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h-index: 0
机构:
Tecnol Monterrey, Escuela Med, Catedra Bioinformat, Monterrey 64849, Nuevo Leon, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Trevino, Victor
Alberto Barrera-Saldana, Hugo
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Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Alberto Barrera-Saldana, Hugo
Lourdes Garza-Rodriguez, Maria
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机构:
Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
机构:
Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Chen, Wanqing
Sun, Kexin
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机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Sun, Kexin
Zheng, Rongshou
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机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Zheng, Rongshou
Zeng, Hongmei
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机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Zeng, Hongmei
Zhang, Siwei
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机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Zhang, Siwei
Xia, Changfa
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机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Xia, Changfa
Yang, Zhixun
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机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Yang, Zhixun
Li, He
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机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Li, He
Zou, Xiaonong
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机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Zou, Xiaonong
He, Jie
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机构:
Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
机构:
Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Gynecol Oncol, Ctr Canc, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Deng, Ting
Feng, Yanling
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Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Gynecol Oncol, Ctr Canc, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Feng, Yanling
Zheng, Junsheng
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Sun Yat Sen Univ, Affiliated Hosp 3, Dept Gynecol & Obstet, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Zheng, Junsheng
Huang, Qidan
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机构:
Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Gynecol Oncol, Ctr Canc, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Huang, Qidan
Liu, Jihong
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Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Gynecol Oncol, Ctr Canc, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
机构:
Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Araceli Oyervides-Munoz, Mariel
Ali Perez-Maya, Antonio
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h-index: 0
机构:
Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Ali Perez-Maya, Antonio
Frecia Rodriguez-Gutierrez, Hazyadee
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h-index: 0
机构:
Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Frecia Rodriguez-Gutierrez, Hazyadee
Sofia Gomez-Macias, Gabriela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Nuevo Leon, Hosp Univ, Dept Anat Patol & Citopatol, Dr Jose Eleuterio Gonzalez Francisco I Madero S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Sofia Gomez-Macias, Gabriela
Raul Fajardo-Ramirez, Oscar
论文数: 0引用数: 0
h-index: 0
机构:
Tecnol Monterrey, Escuela Med, Monterrey 64710, Nuevo Leon, Mexico
Brigham & Womens Hosp, Ctr Excellence Vasc Biol, Dept Pathol, 75 Francis St, Boston, MA 02115 USA
Harvard Med Sch, Boston, MA USAUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Raul Fajardo-Ramirez, Oscar
Trevino, Victor
论文数: 0引用数: 0
h-index: 0
机构:
Tecnol Monterrey, Escuela Med, Catedra Bioinformat, Monterrey 64849, Nuevo Leon, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Trevino, Victor
Alberto Barrera-Saldana, Hugo
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
Alberto Barrera-Saldana, Hugo
Lourdes Garza-Rodriguez, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, MexicoUniv Autonoma Nuevo Leon, Fac Med, Mitras Ctr, Dept Bioquim & Med Mol, Francisco I Madero & Dr E Aguirre Pequeno S-N, Monterrey 64460, NL, Mexico
机构:
Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Chen, Wanqing
Sun, Kexin
论文数: 0引用数: 0
h-index: 0
机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Sun, Kexin
Zheng, Rongshou
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h-index: 0
机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Zheng, Rongshou
Zeng, Hongmei
论文数: 0引用数: 0
h-index: 0
机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Zeng, Hongmei
Zhang, Siwei
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h-index: 0
机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Zhang, Siwei
Xia, Changfa
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h-index: 0
机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Xia, Changfa
Yang, Zhixun
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h-index: 0
机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Yang, Zhixun
Li, He
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h-index: 0
机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Li, He
Zou, Xiaonong
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h-index: 0
机构:Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Zou, Xiaonong
He, Jie
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h-index: 0
机构:
Chinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
Peking Union Med Coll, Beijing 100021, Peoples R ChinaChinese Acad Med Sci, Natl Canc Ctr Canc Hosp, Natl Off Canc Prevent & Control, Beijing 100021, Peoples R China
机构:
Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Gynecol Oncol, Ctr Canc, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Deng, Ting
Feng, Yanling
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Gynecol Oncol, Ctr Canc, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Feng, Yanling
Zheng, Junsheng
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Affiliated Hosp 3, Dept Gynecol & Obstet, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Zheng, Junsheng
Huang, Qidan
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Gynecol Oncol, Ctr Canc, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Huang, Qidan
Liu, Jihong
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China
Sun Yat Sen Univ, Dept Gynecol Oncol, Ctr Canc, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Guangzhou 510060, Guangdong, Peoples R China