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  4. [Prediction of histological liver damage in asymptomatic alcoholic patients by means of clinical and laboratory data].

[Prediction of histological liver damage in asymptomatic alcoholic patients by means of clinical and laboratory data].

Author(s)
H Iturriaga
Steffen Hirsch
Daniel Bunout
Miguel Ángel Díaz
Matt Kelly
G Silva
de la Maza
Marcus Petermann
Date Issued
1 de abril de 1993
Type
Article
Volume
121
Issue
4
Start Page
369
End Page
78
Abstract
Looking for a noninvasive method to predict liver histologic alterations in alcoholic patients without clinical signs of liver failure, we studied 187 chronic alcoholics recently abstinent, divided in 2 series. In the model series (n = 94) several clinical variables and results of common laboratory tests were confronted to the findings of liver biopsies. These were classified in 3 groups: 1. Normal liver; 2. Moderate alterations; 3. Marked alterations, including alcoholic hepatitis and cirrhosis. Multivariate methods used were logistic regression analysis and a classification and regression tree (CART). Both methods entered gamma-glutamyltransferase (GGT), aspartate-aminotransferase (AST), weight and age as significant and independent variables. Univariate analysis with GGT and AST at different cutoffs were also performed. To predict the presence of any kind of damage (Groups 2 and 3), CART and AST > 30 IU showed the higher sensitivity, specificity and correct prediction, both in the model and validation series. For prediction of marked liver damage, a score based on logistic regression and GGT > 110 IU had the higher efficiencies. It is concluded that GGT and AST are good markers of alcoholic liver damage and that, using sample cutoffs, histologic diagnosis can be correctly predicted in 80% of recently abstinent asymptomatic alcoholics.
Subjects

Internal medicine

Medicine

Gastroenterology

Logistic regression

Asymptomatic

Cirrhosis

Alcoholic hepatitis

Gamma-glutamyltransfe...

Univariate analysis

Liver damage

Alcoholic liver disea...

Multivariate analysis...

Pathology

Biology

Biochemistry

Enzyme

Internal medicine

Medicine

Gastroenterology

Logistic regression

Asymptomatic

Cirrhosis

Alcoholic hepatitis

Gamma-glutamyltransfe...

Univariate analysis

Liver damage

Alcoholic liver disea...

Multivariate analysis...

Pathology

Biology

Adult

Adult

Adult

Alcoholism complicati...

Alcoholism complicati...

Alcoholism complicati...

Aspartate Aminotransf...

Aspartate Aminotransf...

Aspartate Aminotransf...

gamma-Glutamyltransfe...

gamma-Glutamyltransfe...

gamma-Glutamyltransfe...

Humans

Humans

Humans

Liver pathology

Liver pathology

Liver pathology

Liver Diseases, Alcoh...

Liver Diseases, Alcoh...

Liver Diseases, Alcoh...

Male

Male

Male

Middle Aged

Middle Aged

Middle Aged

Prognosis

Prognosis

Prognosis

Regression Analysis

Regression Analysis

Regression Analysis

Sensitivity and Speci...

Sensitivity and Speci...

Sensitivity and Speci...

Health Sciences Medic...

Health Sciences Medic...

Metrics
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