PURPOSE: To test a morphoradiographic algorithm designed to predict th
e composition of gallstones with use of computed tomography (CT) to de
fine calcification patterns. MATERIALS AND METHODS: Two reviewers retr
ospectively evaluated the radiographic features of 120 separate in vit
ro specimens (59 radiopaque and 61 radiolucent), then classified the s
tones into several categories of composition with the algorithm. RESUL
TS: The most useful features for prediction of cholesterol composition
were, in order of decreasing importance, stone shape, absence of dens
e calcification on plain radiographs, overall CT attenuation not highe
r than that of water, presence of a second generation of smaller stone
s, and a peripheral cover of calcification detected on CT scans of agi
ng cholesterol stones. The greatest error occurred in distinction betw
een stones with mixed composition (50%-79% cholesterol) and older ston
es with higher cholesterol content (80%-95% cholesterol). CONCLUSION:
The range of qualitative CT appearances advances the possibility of pr
edicting gallstone composition and potential outcome of nonsurgical tr
eatment.