Development and validation of the competing risk nomogram and risk classification system for predicting cancer-specific mortality in patients with cervical adenosquamous carcinoma treated via radical hysterectomy

被引:0
作者
Yi, Jianying [1 ]
Chen, Jie [1 ]
Cao, Xi [1 ]
Pi, Lili [1 ]
Zhou, Chunlei [1 ]
Liu, Zhili [2 ,3 ,4 ,5 ]
Mu, Hong [1 ]
机构
[1] Nankai Univ, Tianjin Cent Hosp 1, Sch Med, Dept Clin Lab, Tianjin, Peoples R China
[2] Third Cent Hosp Tianjin, Dept Clin Lab, Tianjin, Peoples R China
[3] Tianjin Key Lab Extracorporeal Life Support Crit D, Tianjin, Peoples R China
[4] Artificial Cell Engn Technol Res Ctr, Tianjin, Peoples R China
[5] Tianjin Inst Hepatobiliary Dis, Tianjin, Peoples R China
来源
BIOMOLECULES AND BIOMEDICINE | 2024年
关键词
Competing risk nomogram; cervical adenosquamous carcinoma; cancer- specific mortality; radical hysterectomy; SEER; RADIOTHERAPY; MODEL;
D O I
10.17305/bb.2024.11217
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
In this study, we established and validated a competing risk nomogram for predicting the cumulative incidence of cervical adenosquamous carcinoma (ASC)-specific death in patients undergoing radical hysterectomy. Patients diagnosed with ASC between 2010 and 2019 were retrieved from the Surveillance, Epidemiology, and End Results (SEER) database. The cumulative incidence function (CIF) for various variables influencing ASC-specific mortality was computed. A Fine-Gray competing risk model was used to identify independent predictors, formulating a competing risk nomogram. A multivariate Cox proportional hazards model was also applied for comparative analysis. The performance of the nomogram was assessed using metrics such as the concordance index (C-index), receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). A corresponding risk classification system was constructed based on nomogram-derived scores. Factors such as advanced age, racial background (Black race), higher tumor grade, increased tumor size, advanced TNM stage, and receipt of radiotherapy without chemotherapy were found to be positively associated with elevated ASC-specific mortality. Additionally, age, T stage, M stage, and chemotherapy were identified as independent predictors correlated with ASC-specific mortality. The established nomogram exhibited accurate discriminatory capabilities and superior net benefits compared to the traditional TNM staging system. Additionally, the high-risk group consistently demonstrated higher probabilities of ASCspecific death in both the training and validation sets. The developed nomogram proficiently quantified the incidence of ASC-specific death in patients subjected to radical hysterectomy for ASC. This tool could help clinicians in formulating personalized treatment strategies and devising follow-up protocols.
引用
收藏
页码:1099 / 1110
页数:33
相关论文
共 30 条
  • [1] Neoadjuvant chemotherapy and radical surgery versus exclusive radiotherapy in locally advanced squamous cell cervical cancer: Results from the Italian Multicenter Randomized study
    Benedetti-Panici, P
    Greggi, S
    Colombo, A
    Amoroso, M
    Smaniotto, D
    Giannarelli, D
    Amunni, G
    Raspagliesi, F
    Zola, P
    Mangioni, C
    Landoni, F
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2002, 20 (01) : 179 - 188
  • [2] Survival associated with extent of radical hysterectomy in early-stage cervical cancer: a subanalysis of the Surveillance in Cervical CANcer (SCCAN) collaborative study
    Bizzarri, Nicolo
    Querleu, Denis
    Dostalek, Lukas
    van Lonkhuijzen, Luc R. C. W.
    Giannarelli, Diana
    Lopez, Aldo
    Salehi, Sahar
    Ayhan, Ali
    Kim, Sarah H.
    Ortiz, David Isla
    Klat, Jaroslav
    Landoni, Fabio
    Pareja, Rene
    Manchanda, Ranjit
    Kostun, Jan
    Ramirez, Pedro T.
    Meydanli, Mehmet M.
    Odetto, Diego
    Laky, Rene
    Zapardiel, Ignacio
    Weinberger, Vit
    Dos Reis, Ricardo
    Anchora, Luigi Pedone
    Amaro, Karina
    Akilli, Huseyin
    Abu-Rustum, Nadeem R.
    Salcedo-Hernandez, Rosa A.
    Javurkova, Veronika
    Mom, Constantijne H.
    Scambia, Giovanni
    Falconer, Henrik
    Cibula, David
    [J]. AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY, 2023, 229 (04) : 428e1 - 428e12
  • [3] Epidemiology and survival outcomes in adenosquamous carcinoma: a population-based study
    Cheng, Chuang
    Luo, Zan
    Xiong, Wei
    Shi, Zhongquan
    Tan, Hui
    [J]. INTERNATIONAL JOURNAL OF COLORECTAL DISEASE, 2022, 37 (07) : 1581 - 1592
  • [4] Adenosquamous Carcinoma of the Cervix: A Population-Based Analysis
    Cui, Pengfei
    Cong, Xiaofeng
    Chen, Chen
    Yang, Lei
    Liu, Ziling
    [J]. FRONTIERS IN ONCOLOGY, 2021, 11
  • [5] Postoperative Adjuvant Chemotherapy Improved the Prognosis in Locally Advanced Cervical Cancer Patients With Optimal Response to Neoadjuvant Chemotherapy
    Feng, Xiaojie
    Chen, Hongmin
    Li, Lei
    Gao, Ling
    Wang, Li
    Bai, Xupeng
    [J]. FRONTIERS IN ONCOLOGY, 2020, 10
  • [6] Changing the Prognosis of Metastatic Cervix Uteri Adenosquamous Carcinoma through a Multimodal Approach: A Case Report
    Georgescu, Mihai Teodor
    Georgescu, Dragos Eugen
    Georgescu, Teodor Florin
    Serbanescu, Luiza Georgia
    [J]. CASE REPORTS IN ONCOLOGY, 2020, 13 (03): : 1545 - 1551
  • [7] Jhamad Sushma, 2018, J Midlife Health, V9, P207, DOI 10.4103/jmh.JMH_74_18
  • [8] Construction and validation of the prognostic model for patients with neuroendocrine cervical carcinoma: a competing risk nomogram analysis
    Jiang, Ai-Guo
    Cai, Xu
    [J]. BMC CANCER, 2022, 22 (01)
  • [9] Treatment patterns and prognosis of patients with clear cell adenocarcinoma of the cervix: a population-based cohort study
    Li, Jing
    Qiao, Huimin
    Yang, Yang
    Wu, Lan
    Xu, Dongdong
    Lin, Zhongqiu
    Lu, Huaiwu
    [J]. INTERNATIONAL JOURNAL OF SURGERY, 2025, 111 (01) : 20 - 30
  • [10] Competing risk nomogram for predicting prognosis of patients with spinal and pelvic chordoma: A SEER-based retrospective study
    Li, Junhong
    Ma, Cong
    Yuan, Xuhui
    Li, Na
    Xu, Yong
    Guo, Jianfeng
    Liao, Hui
    [J]. EUROPEAN SPINE JOURNAL, 2023, 32 (04) : 1334 - 1344