Nomograms predicting the overall survival and cancer-specific survival of patients with stage IIIC1 cervical cancer

被引:19
作者
Feng, Yifan [1 ]
Wang, Ye [2 ]
Xie, Yangqin [1 ]
Wu, Shuwei [1 ]
Li, Yuyang [1 ]
Li, Min [1 ]
机构
[1] Anhui Med Univ, Affiliated Hosp 1, Dept Obstet & Gynecol, Hefei 230022, Peoples R China
[2] Anhui Med Univ, Affiliated Hosp 1, Dept Gen Surg, Hefei 230022, Peoples R China
关键词
Cervical cancer; Overall survival; Cancer-special survival; Nomogram; FIGO; CARCINOMA; PROGNOSIS; SURGERY;
D O I
10.1186/s12885-021-08209-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background To explore the factors that affect the prognosis of overall survival (OS) and cancer-specific survival (CSS) of patients with stage IIIC1 cervical cancer and establish nomogram models to predict this prognosis. Methods Data from patients in the Surveil-lance, Epidemiology, and End Results (SEER) programme meeting the inclusion criteria were classified into a training group, and validation data were obtained from the First Affiliated Hospital of Anhui Medical University from 2010 to 2019. The incidence, Kaplan-Meier curves, OS and CSS of patients with stage IIIC1 cervical cancer in the training group were evaluated. Nomograms were established according to the results of univariate and multivariate Cox regression models. Harrell's C-index, calibration plots, receiver operating characteristic (ROC) curves and decision-curve analysis (DCA) were calculated to validate the prediction models. Results The incidence of pelvic lymph node metastasis, a high-risk factor for the prognosis of cervical cancer, decreased slightly over time. Eight independent prognostic variables were identified for OS, including age, race, marriage status, histology, extension range, tumour size, radiotherapy and surgery, but only seven were identified for CSS, with marriage status excluded. Nomograms of OS and CSS were established based on the results. The C-indexes for the nomograms of OS and CSS were 0.687 and 0.692, respectively, using random sampling of SEER data sets and 0.701 and 0.735, respectively, using random sampling of external data sets. The AUCs for the nomogram of OS were 0.708 and 0.705 for the SEER data sets and 0.750 and 0.750 for the external data sets, respectively. In addition, AUCs of 0.707 and 0.709 were obtained for the nomogram of CSS when validated using SEER data sets, and 0.788 and 0.785 when validated using external data sets. Calibration plots for the nomograms were almost identical to the actual observations. The DCA also indicated the value of the two models. Conclusions Eight independent prognostic variables were identified for OS. The same factors predicted CSS, with the exception of the marriage status. Both OS and CSS nomograms had good predictive and clinical application value after validation. Notably, tumour size had the largest contribution to the OS and CSS nomograms.
引用
收藏
页数:11
相关论文
共 31 条
[1]   Estimates of incidence and mortality of cervical cancer in 2018: a worldwide analysis [J].
Arbyn, Marc ;
Weiderpass, Elisabete ;
Bruni, Laia ;
de Sanjose, Silvia ;
Saraiya, Mona ;
Ferlay, Jacques ;
Bray, Freddie .
LANCET GLOBAL HEALTH, 2020, 8 (02) :E191-E203
[2]   Prophylactic vaccination against human papillomaviruses to prevent cervical cancer and its precursors [J].
Arbyn, Marc ;
Xu, Lan ;
Simoens, Cindy ;
Martin-Hirsch, Pierre P. L. .
COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2018, (05)
[3]   FIGO staging for carcinoma of the vulva, cervix, and corpus uteri [J].
Belhadj, H. ;
Berek, J. ;
Bermudez, A. ;
Bhatla, N. ;
Cain, J. ;
Denny, L. ;
Fujiwara, K. ;
Hacker, N. ;
Avall-Lundqvist, E. ;
Mutch, D. ;
Odicino, F. ;
Pecorelli, S. ;
Prat, J. ;
Quinn, M. ;
Seoud, M. A-F. ;
Shrivastava, S. K. .
INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS, 2014, 125 (02) :97-98
[4]   Cancer of the cervix uteri [J].
Bhatla, Neerja ;
Aoki, Daisuke ;
Sharma, Daya Nand ;
Sankaranarayanan, Rengaswamy .
INTERNATIONAL JOURNAL OF GYNECOLOGY & OBSTETRICS, 2018, 143 :22-36
[5]   Long-Term Realism and Cost-Effectiveness: Primary Prevention in Combatting Cancer and Associated Inequalities Worldwide [J].
Bray, Freddie ;
Jemal, Ahmedin ;
Torre, Lindsey A. ;
Forman, David ;
Vineis, Paolo .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2015, 107 (12)
[6]   Marital status and stage of cancer at diagnosis: A systematic review [J].
Buja, A. ;
Lago, L. ;
Lago, S. ;
Vinelli, A. ;
Zanardo, C. ;
Baldo, V. .
EUROPEAN JOURNAL OF CANCER CARE, 2018, 27 (01)
[7]   Practical Guide to Surgical Data Sets: Surveillance, Epidemiology, and End Results (SEER) Database [J].
Doll, Kern' M. ;
Rademaker, Alfred ;
Sosa, Julie A. .
JAMA SURGERY, 2018, 153 (06) :588-589
[8]   Decision Curve Analysis [J].
Fitzgerald, Mark ;
Saville, Benjamin R. ;
Lewis, Roger J. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2015, 313 (04) :409-410
[9]   Lymph Node Assessment in Cervical Cancer: Prognostic and Therapeutic Implications [J].
Gien, L. T. ;
Covens, A. .
JOURNAL OF SURGICAL ONCOLOGY, 2009, 99 (04) :242-247
[10]   The precision prevention and therapy of HPV-related cervical cancer: new concepts and clinical implications [J].
Hu, Zheng ;
Ma, Ding .
CANCER MEDICINE, 2018, 7 (10) :5217-5236