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Modeling Sarcopenia to Predict Survival for Patients With Nasopharyngeal Carcinoma Receiving Concurrent Chemoradiotherapy
- Source :
- Frontiers in Oncology, Frontiers in Oncology, Vol 11 (2021)
- Publication Year :
- 2020
-
Abstract
- BackgroundThe present study aimed to construct a prognostic nomogram including Epstein-Barr virus DNA (EBV-DNA) and sarcopenia in patients with nasopharyngeal carcinoma (NPC) receiving concurrent chemoradiotherapy (CCRT).MethodsIn this retrospective analysis, we studied 1,045 patients with NPC who had been treated with CCRT between 2010 and 2014. Sarcopenia was determined using routine pre-radiotherapy computed tomography scans of the third cervical vertebrae. A new S-E grade was constructed using a receiver-operating characteristic (ROC) curve analyses determined cutoff values of sarcopenia and plasma EBV-DNA. The nomogram was developed base on the sarcopenia-EBV (S-E) grade and traditional prognostic factors. A calibration curve, time-dependent ROC, decision curve analysis, and the concordance index (C-index) determined the accuracy of prediction and discrimination of the nomogram, and were compared with TNM staging system and a traditional nomogram.ResultsPatient survival was significantly different when sarcopenia (P < 0.001) or EBV-DNA (P = 0.001) were used and they continued to be independent prognostic factors for survival upon univariate (P < 0.001, P = 0.002, respectively) and multivariate (P < 0.001, P = 0.015, respectively) analyses. Predicting overall survival (OS) was more accurate using the S-E grade than using TNM staging and sarcopenia or EBV-DNA alone. Nomogram B (model with sarcopenia) or nomogram A (model without sarcopenia) were then developed based on the identified independent prognostic factors. Comparing nomogram prediction with actual observation showed good agreement among the calibration curves for probability of 1-, 3-, and 5-year OS. Predicted survival (C-index = 0.77) of nomogram B was statistically higher than that of nomogram A (0.676, P = 0.020) and TNM staging (0.604, P < 0.001). Risk group stratification could distinguish between survival curves within respective TNM stages (all stages, P < 0.001; stage III, P < 0.001; stage IV, P = 0.002).ConclusionsThe sarcopenia-EBV DNA nomogram allowed more accurate prediction of prognosis for patients with NPC receiving CCRT.
- Subjects :
- 0301 basic medicine
Oncology
medicine.medical_specialty
Cancer Research
TNM staging system
lcsh:RC254-282
survival
sarcopenia
nomogram
03 medical and health sciences
0302 clinical medicine
Internal medicine
medicine
Cutoff
Stage (cooking)
concurrent chemoradiotherapy (CCRT)
Survival analysis
Original Research
business.industry
nasopharyngeal carcinoma
Nomogram
medicine.disease
lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Concurrent chemoradiotherapy
030104 developmental biology
Nasopharyngeal carcinoma
030220 oncology & carcinogenesis
Sarcopenia
business
Subjects
Details
- ISSN :
- 2234943X
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- Frontiers in oncology
- Accession number :
- edsair.doi.dedup.....03a925b41c0f4de8890e4dadb3e836b8