Competing risk nomograms for nasopharyngeal carcinoma in the intensity-modulated radiotherapy era: A big-data, intelligence platform-based analysis

Radiother Oncol. 2018 Nov;129(2):389-395. doi: 10.1016/j.radonc.2018.09.004. Epub 2018 Sep 27.

Abstract

Background and purpose: Lacking quantitative evaluations of competing risk data of nasopharyngeal carcinoma (NPC), we aimed to evaluate the probability of NPC- and other cause-specific mortality (NPC-SM; OCSM) and develop competing risk nomograms to quantify survival differences.

Material and method: Using the institutional big-data intelligence platform, 7251 NPC patients undergoing intensity-modulated radiotherapy between 2009-2014 were identified to establish nomograms based on Fine and Gray's competing risk analysis.

Results: The 5-year NPC-SM and OCSM of the cohort were 13.1% and 1.2%, respectively, and elevated 5-year OCSMs were observed in patients aged ≥65 years (5.5%) or with severe comorbidities (4.3%). Age was most predictive of OCSM: patients aged 55-64 and ≥65 years exhibited subdistribution hazard ratios (SHRs) of 2.70 (95% confidence interval [CI], 1.64-4.4; P < .001) and 5.78 (95% CI, 3.32-10.08; P < .001), respectively. Comorbidity measured using the Charlson Comorbidity Index (CCI) was also strongly predictive of OCSM: patients with CCI scores of 1 and ≥2 exhibited SHRs of 2.33 (95% CI, 1.46-3.71; P < .001) and 2.58 (95% CI, 1.16-5.73; P = .020), respectively. All validated factors were integrated into the competing nomograms: age, sex, histology type, tumor and node stages, plasma Epstein-Barr virus-DNA level, lactate dehydrogenase level, and C-reactive protein (CRP) level into the NPC-SM model (concordance [c]-index = 0.743); and age, CCI, Albumin level, and CRP level into the OCSM model (c-index = 0.793).

Conclusion: OCSM represents a significant competing event for NPC-SM in elderly patients and patients with comorbidities. We present the first prognostic nomograms to quantify competing risks, which may help to tailor individualized treatment.

Keywords: Comorbidity; Competing risk nomogram; Elderly; Intensity-modulated radiotherapy; Nasopharyngeal carcinoma; Prognosis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Age Factors
  • Aged
  • Aged, 80 and over
  • Big Data
  • Child
  • China / epidemiology
  • Cohort Studies
  • Comorbidity
  • Female
  • Humans
  • Male
  • Middle Aged
  • Nasopharyngeal Carcinoma / mortality
  • Nasopharyngeal Carcinoma / pathology
  • Nasopharyngeal Carcinoma / radiotherapy*
  • Nasopharyngeal Neoplasms / mortality
  • Nasopharyngeal Neoplasms / pathology
  • Nasopharyngeal Neoplasms / radiotherapy*
  • Neoplasm Staging
  • Nomograms*
  • Prognosis
  • Proportional Hazards Models
  • Radiotherapy, Intensity-Modulated / methods*
  • Retrospective Studies
  • Risk Assessment / methods
  • Risk Factors
  • Young Adult