Crafting a prognostic nomogram for the overall survival rate of cutaneous verrucous carcinoma using the surveillance, epidemiology, and end results database

被引:3
作者
Chong, Siomui [1 ,2 ]
Huang, Liying [3 ]
Yu, Hai [1 ,2 ]
Huang, Hui [1 ,2 ]
Ming, Wai-kit [4 ]
Ip, Cheong Cheong [1 ,2 ,5 ]
Mu, Hsin-Hua [6 ]
Li, Kexin [7 ]
Zhang, Xiaoxi [1 ,2 ]
Lyu, Jun [3 ,8 ]
Deng, Liehua [1 ,2 ,7 ]
机构
[1] Jinan Univ, Affiliated Hosp 1, Dept Dermatol, Guangzhou, Peoples R China
[2] Jinan Univ, Inst Dermatol, Guangzhou, Peoples R China
[3] Jinan Univ, Affiliated Hosp 1, Dept Clin Res, Guangzhou, Peoples R China
[4] City Univ Hong Kong, Jockey Club Coll Vet Med & Life Sci, Dept Infect Dis & Publ Hlth, Hong Kong, Peoples R China
[5] Univ Hosp Macau, Dept Dermatol, Macau, Macao, Peoples R China
[6] Taipei Med Univ Hosp, Gen Surg Breast Med Ctr, Taipei, Taiwan
[7] Jinan Univ, Affiliated Hosp 5, Dept Dermatol, He Yuan, Peoples R China
[8] Guangdong Prov Key Lab Tradit Chinese Med Informa, Guangzhou, Peoples R China
关键词
cutaneous verrucous carcinoma; nomograms; SEER; prognosis; overall survival (OS); SQUAMOUS-CELL CARCINOMA; CANCER-SPECIFIC SURVIVAL; RISK; SKIN; RECURRENCE; PREDICTION; CUNICULATUM; IMPROVEMENT; METASTASIS; VALIDATION;
D O I
10.3389/fendo.2023.1142014
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundThe aim of this study was to establish and verify a predictive nomogram for patients with cutaneous verrucous carcinoma (CVC) who will eventually survive and to determine the accuracy of the nomogram relative to the conventional American Joint Committee on Cancer (AJCC) staging system. MethodsAssessments were performed on 1125 patients with CVC between 2004 and 2015, and the results of those examinations were recorded in the Surveillance, Epidemiology, and End Results (SEER) database. Patients were randomly divided at a ratio of 7:3 into the training (n = 787) and validation (n = 338) cohorts. Predictors were identified using stepwise regression analysis in the COX regression model for create a nomogram to predict overall survival of CVC patients at 3-, 5-, and 8-years post-diagnosis. We compared the performance of our model with that of the AJCC prognosis model using several evaluation metrics, including C-index, NRI, IDI, AUC, calibration plots, and DCAs. ResultsMultivariate risk factors including sex, age at diagnosis, marital status, AJCC stage, radiation status, and surgery status were employed to determine the overall survival (OS) rate (P<0.05). The C-index nomogram performed better than the AJCC staging system variable for both the training (0.737 versus 0.582) and validation cohorts (0.735 versus 0.573), which AUC (> 0.7) revealed that the nomogram exhibited significant discriminative ability. The statistically significant NRI and IDI values at 3-, 5-, and 8-year predictions for overall survival (OS) in the validation cohort (55.72%, 63.71%, and 78.23%, respectively and 13.65%, 20.52%, and 23.73%, respectively) demonstrate that the established nomogram outperforms the AJCC staging system (P < 0.01) in predicting OS for patients with cutaneous verrucous carcinoma (CVC). The calibration plots indicate good performance of the nomogram, while decision curve analyses (DCAs) show that the predictive model could have a favorable clinical impact. ConclusionThis study constructed and validated a nomogram for predicting the prognosis of patients with CVC in the SEER database and assessed it using several variables. This nomogram model can assist clinical staff in making more-accurate predictions than the AJCC staging method about the 3-, 5-, and 8-year OS probabilities of patients with CVC.
引用
收藏
页数:12
相关论文
共 48 条
[1]  
ACKERMAN LV, 1948, SURGERY, V23, P670
[2]  
AGRAWAL R, 1992, J OTOLARYNGOL, V21, P371
[3]   A Population-Based Analysis of Verrucous Carcinoma of the Oral Cavity [J].
Alonso, Jose E. ;
Kuan, Edward C. ;
Arshi, Armin ;
St John, Maie A. .
LARYNGOSCOPE, 2018, 128 (02) :393-397
[4]   Nomograms in oncology: more than meets the eye [J].
Balachandran, Vinod P. ;
Gonen, Mithat ;
Smith, J. Joshua ;
DeMatteo, Ronald P. .
LANCET ONCOLOGY, 2015, 16 (04) :E173-E180
[5]   The many faces of squamous cell carcinoma [J].
Bernstein, SC ;
Lim, KK ;
Brodland, DG ;
Heidelberg, KA .
DERMATOLOGIC SURGERY, 1996, 22 (03) :243-254
[6]   Cutaneous Squamous Cell Carcinoma: A Review of High-Risk and Metastatic Disease [J].
Burton, Kyle A. ;
Ashack, Kurt A. ;
Khachemoune, Amor .
AMERICAN JOURNAL OF CLINICAL DERMATOLOGY, 2016, 17 (05) :491-508
[7]   Development and external validation of two nomograms to predict overall survival and occurrence of distant metastases in adults after surgical resection of localised soft-tissue sarcomas of the extremities: a retrospective analysis [J].
Callegaro, Dario ;
Miceli, Rosalba ;
Bonvalot, Sylvie ;
Ferguson, Peter ;
Strauss, Dirk C. ;
Levy, Antonin ;
Griffin, Anthony ;
Hayes, Andrew J. ;
Stacchiotti, Silvia ;
Le Pechoux, Cecile ;
Smith, Myles J. ;
Fiore, Marco ;
Dei Tos, Angelo P. ;
Smith, Henry G. ;
Mariani, Luigi ;
Wunder, Jay S. ;
Pollock, Raphael E. ;
Casali, Paolo G. ;
Gronchi, Alessandro .
LANCET ONCOLOGY, 2016, 17 (05) :671-680
[8]   Cutaneous squamous cell carcinoma: a comprehensive clinicopathologic classification - Part two [J].
Cassarino, DS ;
DeRienzo, DP ;
Barr, RJ .
JOURNAL OF CUTANEOUS PATHOLOGY, 2006, 33 (04) :261-279
[9]   Several methods to assess improvement in risk prediction models: Extension to survival analysis [J].
Chambless, Lloyd E. ;
Cummiskey, Christopher P. ;
Cui, Gang .
STATISTICS IN MEDICINE, 2011, 30 (01) :22-38
[10]   Dynamic changes in marital status and survival in women with breast cancer: a population-based study [J].
Ding, Wu ;
Ruan, Guodong ;
Lin, Yingli ;
Zhu, Jianming ;
Tu, Chuanjian ;
Li, Zhian .
SCIENTIFIC REPORTS, 2021, 11 (01)