The Thoracic Surgery Scoring System (Thoracoscore): risk model for in-hospital death in 15,183 patients requiring thoracic surgery

J Thorac Cardiovasc Surg. 2007 Feb;133(2):325-32. doi: 10.1016/j.jtcvs.2006.09.020. Epub 2007 Jan 9.


Objective: This study was undertaken to determine factors associated with in-hospital mortality among patients after general thoracic surgery and to construct a risk model.

Methods: Data from a nationally representative thoracic surgery database were collected prospectively between June 2002 and July 2005. Logistic regression analysis was used to predict the risk of in-hospital death. A risk model was developed with a training set of data (two thirds of patients) and validated on an independent test set (one third of patients). Model fit was assessed by the Hosmer-Lemeshow test; predictive accuracy was assessed by the c-index.

Results: Of the 15,183 original patients, 338 (2.2%) died during the same hospital admission. Within the data used to develop the model, these factors were found to be significantly associated with the occurrence of in-hospital death in a multivariate analysis: age, sex, dyspnea score, American Society of Anesthesiologists score, performance status classification, priority of surgery, diagnosis group, procedure class, and comorbid disease. The model was reliable (Hosmer-Lemeshow test 3.22; P = .92) and accurate, with a c-index of 0.85 (95% confidence interval 0.83-0.87) for the training set and 0.86 (95% confidence interval 0.83-0.89) for the test set of data. The correlation between the expected and observed number of deaths was 0.99.

Conclusions: The validated multivariate model Thoracoscore, described in this report for risk of in-hospital death among adult patients after general thoracic surgery was developed with national data, uses only 9 variables, and has good performance characteristics. It appears to be a valid clinical tool for predicting the risk of death.

MeSH terms

  • Adult
  • Age Distribution
  • Aged
  • Databases, Factual
  • Female
  • France
  • Hospital Mortality*
  • Humans
  • Logistic Models
  • Lung Diseases / diagnosis
  • Lung Diseases / mortality*
  • Lung Diseases / surgery*
  • Male
  • Middle Aged
  • Models, Statistical*
  • Multicenter Studies as Topic
  • Multivariate Analysis
  • Probability
  • Prospective Studies
  • Risk Assessment
  • Severity of Illness Index
  • Sex Distribution
  • Survival Analysis
  • Thoracic Surgical Procedures / methods
  • Thoracic Surgical Procedures / mortality*