This article is part of the supplement: Second International Symposium on Intensive Care and Emergency Medicine for Latin America
Identification of subgroups of greater mortality in patients undergoing surgical cardiac valve replacement based on preoperative, perioperative, and postoperative variables
Hospital Pró-Cardíaco, Rio de Janeiro, RJ, Brazil and Instituto Nacional de Cardiologia Laranjeiras, Rio de Janeiro, RJ, Brazil
Critical Care 2003, 7(Suppl 3):P6 doi:10.1186/cc2202
The electronic version of this article is the complete one and can be found online at:
| Published: | 25 June 2003 |
© 2003 BioMed Central Ltd
Background
The identification of a subgroup with greater mortality among patients undergoing surgical cardiac valve replacement (SCVR) may prevent inadequate management and also identify subgroups requiring review of the therapeutic strategies in surgical intensive care units (SICU).
Objectives
To define the inhospital mortality (HM) on the first postoperative day (FPOD) using preoperative (PREOP), perioperative (PEROP), and FPOD variables.
Case series and methods
A classical cohort with data consecutively collected at a public SICU (A, 326 patients) from January 2001 to February 2003, and at a private SICU (B, 121 patients) from June 2000 to February 2003. All 46 variables were previously defined according to the major prognostic indices in the literature, which were correlated with HM. A classification and regression tree (CART; using the Gini index with a FACT stop rule of 0.10 and equal priori) was created and followed by pruning based on misclassification and crossvalidation.
Results
Based on CART, eight relevant variables were selected. The model had an accuracy of 81.33, sensitivity of 95%, and specificity of 80% for HM prediction.
Conclusions
CART may provide interesting solutions regarding the management of patients in the postoperative period of SCVR. Variables: FPOD SOFA score, PEROP fluid balance, FPOD epinephrine >0.1 or norepinephrine >0.1, patient's sex, left atrial length on ECHO, alveoloarterial O2 tension gradient >250, PREOP creatinine, body mass index <20.