原创 在调强放射治疗时代应用竞争风险列线图来预测食管癌患者的肿瘤特异性生存:一项来至单中心的研究分析
2019年10月27日 【健康号】 祁伟祥     阅读 8212

食管癌放射治疗

Competing risk nomogram to predict cancer-specific survival in esophageal cancer patients during the intensity-modulated radiation therapy era: a single institute analysis

Abstract

Background

The aim of present study was to investigate the probability of cancer-specific mortality of esophageal cancer (ESC) patients undergoing intensity-modulated radiation therapy (IMRT) and establish a competing risk nomogram to predict esophageal cancer-specific survival (ESC-SS) of these patients.

Methods

A total of 213 ESC patients undergoing IMRT between Jan 2014 and May 2017 were identified to establish nomograms based on Fine and Gray’s competing risk analysis. Predictive accuracy and discriminative ability of the model were performed using concordance index (C-index), calibration curve and the area under receiver operating characteristic (ROC) curve. Decision tree analysis was also performed for patient grouping.

Results

With a median 19 month (range:3-50) follow-up, the 2-year ESC-specific mortality (ESC-SM) and non-cancer specific mortality (NC-SM) of the cohorts were 35.4% and 3.51% respectively, and elevated 2-year ESC-SM were observed in patients with tumor length≥4.5cm (45.8% vs. 21.4%, p<0.001), non-squamous cell carcinoma(non-SCC, 49.9% vs. 33.7%, p=0.025), and N3 stage (43.2%, p=0.005). The 2-year NC-SM was observed in tumor length≥4.5cm cohorts (6% vs. 0%, p=0.016). All validated factors including tumor length, histology type and N stage, were integrated into the competing nomograms into the ES-SCC model [concordance (c)-index=0.72, 95%CI: 0.66-0.77]. In addition, the nomograms displayed better discrimination power than 7th edition Tumor-Node-Metastasis (TNM) stage systems for predicting ESC-SS (the AUC value 0.707 vs. 0.634).

Conclusion

NC-SM represents a significant competing event for esophageal cancer with tumor length ≥4.5cm. The competing risk nomograms could be considered as convenient individualized predictive tools for cancer specific survival in esophageal cancer undergoing IMRT treatment.

 

 

 

Keywords

Esophageal cancer; competing risk nomogram; intensity-modulated radiation therapy; tumor length; prognosis;

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祁伟祥
副主任医师/副教授
上海交通大学医学院附...
门诊放疗,放射治疗科
专业擅长胸部肿瘤、乳腺肿瘤及泌尿系统肿瘤的放射治疗和综合治疗。致力于乳腺肿瘤和胸部肿瘤的精... 更多
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