Small (< 4 cm) Renal Mass: Differentiation of Oncocytoma From Renal Cell Carcinoma on Biphasic Contrast-Enhanced CT

被引:64
|
作者
Sasaguri, Kohei [1 ]
Takahashi, Naoki [1 ]
Gomez-Cardona, Daniel [1 ]
Leng, Shuai [1 ]
Schmit, Grant D. [1 ]
Carter, Rickey E. [2 ]
Leibovich, Bradley C. [3 ]
Kawashima, Akira [1 ]
机构
[1] Mayo Clin, Dept Radiol, Rochester, MN 55905 USA
[2] Mayo Clin, Dept Hlth Sci Res, Rochester, MN 55905 USA
[3] Mayo Clin, Dept Urol, Rochester, MN 55905 USA
关键词
CT; differential diagnosis; kidney; renal cell carcinoma; renal oncocytoma; TEXTURE ANALYSIS; MULTIDETECTOR CT; CORTICAL TUMORS; CLEAR-CELL; INVERSION; CANCER; SURVIVAL; SUBTYPES; BENIGN; MDCT;
D O I
10.2214/AJR.14.13966
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
OBJECTIVE. The purpose of this study was to evaluate whether small (< 4 cm) oncocytomas can be differentiated from renal cell carcinomas (RCCs) on biphasic contrast-enhanced CT. MATERIALS AND METHODS. Forty-three patients with 53 oncocytomas and 123 patients with 128 RCCs (24 papillary subtype and 104 clear cell and other subtypes) who underwent biphasic contrast-enhanced CT were included in the study. Patient demographics and CT tumor characteristics were evaluated in each case. A multinomial logistic regression model was then constructed for differentiating oncocytoma from clear cell and other subtype RCCs, oncocytoma from papillary RCCs, and clear cell and other subtype RCCs from papillary RCCs. The probability of each group was calculated from the model. Diagnostic performance among three pairwise diagnoses and between oncocytoma and any RCC (clear cell and other subtypes and papillary) were assessed by AUC values. RESULTS. Patient age, tumor CT attenuation values and skewness (i.e., histogram analysis of CT values) in both the corticomedullary and nephrographic phases, and subjective tumor heterogeneity were statistically significant variables in the multinomial logistic regression analysis. The logistic regression model using the variables yielded AUCs of 0.82, 0.95, 0.91, and 0.84 for differentiating oncocytomas from clear cell and other subtype RCCs, oncocytomas from papillary RCCs, clear cell and other subtype RCCs from papillary RCCs, and oncocytomas from any RCC (clear cell and other subtypes and papillary), respectively. CONCLUSION. A combination of imaging features on biphasic CT, including tumor CT attenuation values and tumor texture (heterogeneity and skewness), can help differentiate oncocytoma from RCC.
引用
收藏
页码:999 / 1007
页数:9
相关论文
共 50 条
  • [1] Small (&lt; 4 cm) Renal Masses: Differentiation of Angiomyolipoma Without Visible Fat From Renal Cell Carcinoma Using Unenhanced and Contrast-Enhanced CT
    Takahashi, Naoki
    Leng, Shuai
    Kitajima, Kazuhiro
    Gomez-Cardona, Daniel
    Thapa, Prabin
    Carter, Rickey E.
    Leibovich, Bradley C.
    Sasiwimonphan, Kewalee
    Sasaguri, Kohei
    Kawashima, Akira
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2015, 205 (06) : 1194 - 1202
  • [2] A CT-based radiomics nomogram for differentiation of small masses (&lt;4 cm) of renal oncocytoma from clear cell renal cell carcinoma
    Li, Xiaoli
    Ma, Qianli
    Tao, Cheng
    Liu, Jinling
    Nie, Pei
    Dong, Cheng
    ABDOMINAL RADIOLOGY, 2021, 46 (11) : 5240 - 5249
  • [3] Differentiation of Small (≤ 4 cm) Renal Masses on Multiphase Contrast-Enhanced CT by Deep Learning
    Tanaka, Takashi
    Huang, Yong
    Marukawa, Yohei
    Tsuboi, Yuka
    Masaoka, Yoshihisa
    Kojima, Katsuhide
    Iguchi, Toshihiro
    Hiraki, Takao
    Gobara, Hideo
    Yanai, Hiroyuki
    Nasu, Yasutomo
    Kanazawa, Susumu
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2020, 214 (03) : 605 - 612
  • [4] Small renal masses (≤ 4 cm): differentiation of oncocytoma from renal clear cell carcinoma using ratio of lesion to cortex attenuation and aorta-lesion attenuation difference (ALAD) on contrast-enhanced CT
    Gentili, Francesco
    Bronico, Ilaria
    Maestroni, Umberto
    Ziglioli, Francesco
    Silini, Enrico Maria
    Buti, Sebastiano
    de Filippo, Massimo
    RADIOLOGIA MEDICA, 2020, 125 (12): : 1280 - 1287
  • [5] Differentiation of oncocytoma and renal cell carcinoma in small renal masses (&lt;4 cm): the role of 4-phase computerized tomography
    Bird, Vincent G.
    Kanagarajah, Prashanth
    Morillo, Gaston
    Caruso, Daniel J.
    Ayyathurai, Rajinikanth
    Leveillee, Raymond
    Jorda, Merce
    WORLD JOURNAL OF UROLOGY, 2011, 29 (06) : 787 - 792
  • [6] A CT-based radiomics nomogram for differentiation of small masses (< 4 cm) of renal oncocytoma from clear cell renal cell carcinoma
    Xiaoli Li
    Qianli Ma
    Cheng Tao
    Jinling Liu
    Pei Nie
    Cheng Dong
    Abdominal Radiology, 2021, 46 : 5240 - 5249
  • [7] Small renal masses (≤ 4 cm): differentiation of oncocytoma from renal clear cell carcinoma using ratio of lesion to cortex attenuation and aorta–lesion attenuation difference (ALAD) on contrast-enhanced CT
    Francesco Gentili
    Ilaria Bronico
    Umberto Maestroni
    Francesco Ziglioli
    Enrico Maria Silini
    Sebastiano Buti
    Massimo de Filippo
    La radiologia medica, 2020, 125 : 1280 - 1287
  • [8] Differentiation of Renal Oncocytoma and Renal Clear Cell Carcinoma Using Relative CT Enhancement Ratio
    Ren, An
    Cai, Feng
    Shang, Yan-Ning
    Ma, En-Sen
    Huang, Zhen-Guo
    Wang, Wu
    Lu, Yan
    Zhang, Xue-Zhe
    CHINESE MEDICAL JOURNAL, 2015, 128 (02) : 175 - 179
  • [9] Differentiation of subtypes of renal cell carcinoma with contrast-enhanced ultrasonography
    Xue, Li-Yun
    Lu, Qing
    Huang, Bei-Jian
    Li, Cui-Xian
    Yan, Li-Xia
    Wang, Wen-Ping
    CLINICAL HEMORHEOLOGY AND MICROCIRCULATION, 2016, 63 (04) : 361 - 371
  • [10] Comparison of Contrast-Enhanced Multiphase Renal Protocol CT Versus MRI for Diagnosis of Papillary Renal Cell Carcinoma
    Dilauro, Marc
    Quon, Matthew
    McInnes, Matthew D. F.
    Vakili, Maryam
    Chung, Andrew
    Flood, Trevor A.
    Schieda, Nicola
    AMERICAN JOURNAL OF ROENTGENOLOGY, 2016, 206 (02) : 319 - 325