Screening of malignant pleural effusion by discriminant analysis

Autor: F, Carrión-Valero, M, Perpiñá-Tordera, J, Sanchis-Aldás
Rok vydání: 2003
Předmět:
Zdroj: The international journal of tuberculosis and lung disease : the official journal of the International Union against Tuberculosis and Lung Disease. 7(9)
ISSN: 1027-3719
Popis: To assess the value of discriminant analysis as a method of optimizing the discriminant power of routine parameters in differentiating between malignant and non-malignant pleural effusions.Retrospective review of the medical records of 245 patients with exudative pleural effusion.The most powerful predictor of the malignant etiology of pleural effusion was a function that consisted of seven variables: age (years); effusion volume (coded as up to one third = 1, up to two thirds = 2, massive = 3); sedimentation rate (mm/h); monocyte count in the peripheral blood (cells/mm3); bloodstained exudate (coded as yes = 1, no = 2); and glucose (mg/dL) and iron (microg/dL) concentration in pleural fluid. This function showed a sensitivity of 77%, specificity of 85%, positive predictive value (PPV) of 76%, negative predictive value (NPV) of 86%, and was able to give an 82% rate of correct classification. In patients aged 50 years or younger, the NPV ranged between 91 and 98%, whereas in those older than 60 years, the PPV was 89%.The calculated discriminant function is a simple, rapid, and inexpensive method for screening patients with pleural effusion for malignant etiology.
Databáze: OpenAIRE