TY - JOUR
T1 - Small (< 4 cm) renal masses
T2 - Differentiation of angiomyolipoma without visible fat from renal cell carcinoma using unenhanced and contrast-enhanced CT
AU - Takahashi, Naoki
AU - Leng, Shuai
AU - Kitajima, Kazuhiro
AU - Gomez-Cardona, Daniel
AU - Thapa, Prabin
AU - Carter, Rickey E.
AU - Leibovich, Bradley C.
AU - Sasiwimonphan, Kewalee
AU - Sasaguri, Kohei
AU - Kawashima, Akira
PY - 2015/12
Y1 - 2015/12
N2 - OBJECTIVE. The purpose of this study was to evaluate if small (< 4 cm) angiomyolipoma without visible fat can be differentiated from renal cell carcinoma (RCC) using contrastenhanced CT alone and using unenhanced and contrast-enhanced CT in combination. MATERIALS AND METHODS. Twenty-three patients with 24 angiomyolipomas without visible fat and 130 patients with 148 RCCs underwent unenhanced and contrast-enhanced CT. Demographic data and size, shape, CT attenuation, and heterogeneity (entropy and subjective score) of the renal mass on unenhanced CT and contrast-enhanced CT were recorded. Multivariate logistic regression models were constructed for parameters obtained by contrastenhanced CT alone and by both unenhanced and contrast-enhanced CT. Demographic data and size and shape of renal mass were used in each model. Sensitivity and specificity were calculated. RESULTS. Logistic regression model from contrast-enhanced CT data included sex, percentage of exophytic growth, entropy, and CT attenuation on contrast-enhanced CT. Model from both unenhanced and contrast-enhanced CT data included age, sex, short-axis diameter, percentage of exophytic growth, lesion-to-kidney CT attenuation difference on unenhanced CT, and CT attenuation on contrast-enhanced CT. The contrast-enhanced CT-based model and combined unenhanced and contrast-enhanced CT-based model differentiated angiomyolipoma from RCC with sensitivity and specificity of 42% and 98% versus 50% and 98%, respectively. CONCLUSION. Combinations of various CT and demographic findings allowed differentiation of angiomyolipoma from RCC.
AB - OBJECTIVE. The purpose of this study was to evaluate if small (< 4 cm) angiomyolipoma without visible fat can be differentiated from renal cell carcinoma (RCC) using contrastenhanced CT alone and using unenhanced and contrast-enhanced CT in combination. MATERIALS AND METHODS. Twenty-three patients with 24 angiomyolipomas without visible fat and 130 patients with 148 RCCs underwent unenhanced and contrast-enhanced CT. Demographic data and size, shape, CT attenuation, and heterogeneity (entropy and subjective score) of the renal mass on unenhanced CT and contrast-enhanced CT were recorded. Multivariate logistic regression models were constructed for parameters obtained by contrastenhanced CT alone and by both unenhanced and contrast-enhanced CT. Demographic data and size and shape of renal mass were used in each model. Sensitivity and specificity were calculated. RESULTS. Logistic regression model from contrast-enhanced CT data included sex, percentage of exophytic growth, entropy, and CT attenuation on contrast-enhanced CT. Model from both unenhanced and contrast-enhanced CT data included age, sex, short-axis diameter, percentage of exophytic growth, lesion-to-kidney CT attenuation difference on unenhanced CT, and CT attenuation on contrast-enhanced CT. The contrast-enhanced CT-based model and combined unenhanced and contrast-enhanced CT-based model differentiated angiomyolipoma from RCC with sensitivity and specificity of 42% and 98% versus 50% and 98%, respectively. CONCLUSION. Combinations of various CT and demographic findings allowed differentiation of angiomyolipoma from RCC.
KW - Angiomyolipoma
KW - CT
KW - Kidney
KW - Renal cell carcinoma
KW - Texture analysis
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U2 - 10.2214/AJR.14.14183
DO - 10.2214/AJR.14.14183
M3 - Article
C2 - 26587925
AN - SCOPUS:84948760978
SN - 0361-803X
VL - 205
SP - 1194
EP - 1202
JO - The American journal of roentgenology and radium therapy
JF - The American journal of roentgenology and radium therapy
IS - 6
ER -