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Differentiation between extrahepatic and intrahepatic cholestasis by discriminant analysis
Author(s) -
FUNG K. P.,
LAU S. P.
Publication year - 1990
Publication title -
journal of paediatrics and child health
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.631
H-Index - 76
eISSN - 1440-1754
pISSN - 1034-4810
DOI - 10.1111/j.1440-1754.1990.tb02409.x
Subject(s) - cholestasis , biliary atresia , medicine , gastroenterology , alkaline phosphatase , linear discriminant analysis , extrahepatic biliary atresia , bilirubin , differential diagnosis , gamma glutamyltransferase , pathology , biochemistry , biology , statistics , transplantation , mathematics , liver transplantation , enzyme
Discriminant analysis was used to differentiate between extrahepatic biliary atresia and intrahepatic cholestasis. Among the ten laboratory variables tested, three (γ‐glutamyl transpeptidase, alkaline phosphatase and total serum bilirubin) were useful in the differential diagnosis. γ‐Glutamyl transpeptidase contributed most to the discrimination (85%). From a population study of 28 babies with extrahepatic biliary atresia and 24 infants with intrahepatic cholestasis, the procedure achieved a diagnostic accuracy and specificity of 92.9% and an efficiency of 92.3%. The jackknife procedure has also confirmed that the mathematical model was robust for discriminant analysis and therefore it may be valid for screening infants with cholestasis for early surgical intervention. Discriminant analysis is a useful adjunct for differentiation between intrahepatic cholestasis and extrahepatic biliary atresia.