Radiotherapy
A prognostic nomogram model for locally advanced nasopharyngeal carcinoma in Xinjiang region
Zhao Min, Liu Kai, Wang Ruozheng
Published 2021-04-25
Cite as Chin J Radiol Med Prot, 2021, 41(4): 259-264. DOI: 10.3760/cma.j.issn.0254-5098.2021.04.004
Abstract
ObjectiveTo analyze the prognostic factors of patients with locally advanced nasopharyngeal carcinoma after treatment, to develop and validate the prognostic Nomogram model.
MethodsFrom July 2010 to June 2017, 317 patients with nasopharyngeal carcinoma who were treated with definitive intensity modulated radiation therapy were selected. The regression method of least absolute shrinkage and selection operator (LASSO) was used for univariate screening, and Cox multivariate regression analysis was performed. The prognostic Nomogram model was constructed for locally advanced nasopharyngeal carcinoma patients. C-index, calibration curve, Net Reclassification Index (NRI), integrated discrimination improvement (IDI) were used to validate and evaluate the model between Nomogram and TNM staging system. The risk evaluated through nomogram was stratified by decision tree algorithm, and the survival rate was calculated by Kaplan-Meier method and compared by Log-rank test.
ResultsT stage, N stage, LDH, GTVnd and pre-treated plasma EBV-DNA copy (EBV-DNA) were correlated with total survival (OS). All the above factors were included in prognostic Nomogram model, and C-index was 0.784 (95%CI: 0.736-0.831, P<0.01). The calibration curve showed that the OS probability predicted by Nomogram model was in good agreement with the actual OS, and the result were verified in the validation cohort. Furthermore, the accuracy of the Nomogram model for OS predicting was superior to AJCC 8th version staging system judged by NRI and IDI. According to the Nomogram score, patients can be divided into four subgroups with different risk by decision tree algorithm. K-M survival curve showed that the difference of OS between different groups was statistically significant (χ2=113.21, P<0.01), and patients in high-risk group can benefit from induction chemotherapy combined with concurrent chemoradiotherapy in survival.
ConclusionsThe Nomogram model established by our research group can provide information on diagnosis, treatment and prognosis evaluation for locally advanced nasopharyngeal carcinoma patients in this area.
Key words:
Nasopharyngeal carcinoma; Nomogram; Epstein-Barr virus; Prognosis
Contributor Information
Zhao Min
Affiliated Tumor Hospital of Xinjiang Medical University (Third Clinical Medical College), Key Laboratory of Tumor Immunology and Radiotherapy, Chinese Academy of Medical Sciences, Xinjiang Key Laboratory of Oncology, Urumqi 830011, China
Liu Kai
Affiliated Tumor Hospital of Xinjiang Medical University (Third Clinical Medical College), Key Laboratory of Tumor Immunology and Radiotherapy, Chinese Academy of Medical Sciences, Xinjiang Key Laboratory of Oncology, Urumqi 830011, China
Wang Ruozheng
Affiliated Tumor Hospital of Xinjiang Medical University (Third Clinical Medical College), Key Laboratory of Tumor Immunology and Radiotherapy, Chinese Academy of Medical Sciences, Xinjiang Key Laboratory of Oncology, Urumqi 830011, China
