Validation of a multivariate model predicting presence and size of varices
- PMID: 17577118
- DOI: 10.1097/01.mcg.0000225669.84099.04
Validation of a multivariate model predicting presence and size of varices
Abstract
Background: A model developed by our group identified low platelets and advanced Child-Pugh class (CPC) as being associated with large varices.
Goals: To validate a defined cut-off of platelets < or =80,000/microL in CPC-A for large varices and platelets < or =90,000/microL in CPC-B/C for any varices.
Study: Validation cohorts consisted of patients with cirrhosis undergoing screening for varices from Oregon Health and Science University (n=152), Indiana University (n=252), and Genoa, Italy (n=101). Similar clinical and laboratory data were collected as for the original cohort. To assess the ability of these cut-offs to predict presence of large and any varices, sensitivity, specificity, positive and negative predictive values, likelihood ratios, and the c-statistic were measured.
Results: The validation cohorts were statistically different from the original cohort with regards to CPC and prevalence of large varices. Combining the original (n=301) and validation cohorts resulted in a negative predictive value of 92.1% for platelets < or =80,000/microL in CPC-A for large varices and positive predictive value of 80.1% for platelets < or =90,000/microL in CPC-B/C for any varices. Combining the 4 cohorts yielded a c-statistic of 0.67 (95% confidence interval: 063-0.72). No other factors such as splenomegaly and Model for End-Stage Liver Disease score were identified as significant.
Conclusions: This study confirms the validity of a previous model identifying low platelets and advanced CPC class as predictors of large varices. Despite combining the cohorts, no other risk factors were identified.
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