Radiologic-Pathologic Analysis of Contrast-enhanced and Diffusion-weighted MR Imaging in Patients with HCC after TACE: Diagnostic Accuracy of 3D Quantitative Image Analysis

被引:92
作者
Chapiro, Julius [1 ]
Wood, Laura D. [2 ]
Lin, MingDe [1 ]
Duran, Rafael [1 ]
Cornish, Toby [2 ]
Lesag, David [3 ]
Charu, Vivek [4 ]
Schernthaner, Ruediger [1 ]
Wang, Zhijun [1 ]
Tacher, Vania [1 ]
Savic, Lynn Jeanette [1 ]
Kamel, Ihab R. [1 ]
Geschwind, Jean-Francois [1 ]
机构
[1] Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Div Vasc & Intervent Radiol, Baltimore, MD 21287 USA
[2] Johns Hopkins Univ Hosp, Dept Pathol, Baltimore, MD 21287 USA
[3] Medisys, Philips Res, Suresnes, France
[4] Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD USA
关键词
RESPONSE EVALUATION CRITERIA; MODIFIED RECIST MRECIST; HEPATOCELLULAR-CARCINOMA; TRANSARTERIAL CHEMOEMBOLIZATION; TUMOR RESPONSE; SOLID TUMORS; LIVER; EVALUATE; CT;
D O I
10.1148/radiol.14140033
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
100231 [临床病理学]; 100902 [航空航天医学];
摘要
Purpose: To evaluate the diagnostic performance of three-dimensional (3D) quantitative enhancement-based and diffusion-weighted volumetric magnetic resonance (MR) imaging assessment of hepatocellular carcinoma (HCC) lesions in determining the extent of pathologic tumor necrosis after transarterial chemoembolization (TACE). Materials and Methods: This institutional review board-approved retrospective study included 17 patients with HCC who underwent TACE before surgery. Semiautomatic 3D volumetric segmentation of target lesions was performed at the last MR examination before orthotopic liver transplantation or surgical resection. The amount of necrotic tumor tissue on contrast material-enhanced arterial phase MR images and the amount of diffusion-restricted tumor tissue on apparent diffusion coefficient (ADC) maps were expressed as a percentage of the total tumor volume. Visual assessment of the extent of tumor necrosis and tumor response according to European Association for the Study of the Liver (EASL) criteria was performed. Pathologic tumor necrosis was quantified by using slide-byslide segmentation. Correlation analysis was performed to evaluate the predictive values of the radiologic techniques. Results: At histopathologic examination, the mean percentage of tumor necrosis was 70% (range, 10%-100%). Both 3D quantitative techniques demonstrated a strong correlation with tumor necrosis at pathologic examination (R-2 = 0.9657 and R-2 = 0.9662 for quantitative EASL and quantitative ADC, respectively) and a strong intermethod agreement (R2 = 0.9585). Both methods showed a significantly lower discrepancy with pathologically measured necrosis (residual standard error [RSE] = 6.38 and 6.33 for quantitative EASL and quantitative ADC, respectively), when compared with non-3D techniques (RSE = 12.18 for visual assessment). Conclusion: This radiologic-pathologic correlation study demonstrates the diagnostic accuracy of 3D quantitative MR imaging techniques in identifying pathologically measured tumor necrosis in HCC lesions treated with TACE. (C) RSNA, 2014.
引用
收藏
页码:746 / 758
页数:13
相关论文
共 37 条
[1]
The use of "overall accuracy" to evaluate the validity of screening or diagnostic tests [J].
Alberg, AJ ;
Park, JW ;
Hager, BW ;
Brock, MV ;
Diener-West, M .
JOURNAL OF GENERAL INTERNAL MEDICINE, 2004, 19 (05) :460-465
[2]
[Anonymous], 1979, HDB REP RES CANC TRE
[3]
Unresectable Hepatocellular Carcinoma: MR Imaging after Intraarterial Therapy. Part II. Response Stratification Using Volumetric Functional Criteria after Intraarterial Therapy [J].
Bonekamp, Susanne ;
Halappa, Vivek Gowdra ;
Geschwind, Jean-Francois H. ;
Li, Zhen ;
Corona-Villalobos, Celia Pamela ;
Reyes, Diane ;
Bhagat, Nikhil ;
Cosgrove, David P. ;
Pawlik, Timothy M. ;
Mezey, Esteban ;
Eng, John ;
Kamel, Ihab R. .
RADIOLOGY, 2013, 268 (02) :431-439
[4]
Unresectable Hepatocellular Carcinoma: MR Imaging after Intraarterial Therapy. Part I. Identification and Validation of Volumetric Functional Response Criteria [J].
Bonekamp, Susanne ;
Li, Zhen ;
Geschwind, Jean-Francois H. ;
Halappa, Vivek Gowdra ;
Corona-Villalobos, Celia Pamela ;
Reyes, Diane ;
Pawlik, Timothy M. ;
Bonekamp, David ;
Eng, John ;
Kamel, Ihab R. .
RADIOLOGY, 2013, 268 (02) :420-430
[5]
Towards complete and,accurate reporting of studies of diagnostic accuracy: the STARD initiative [J].
Bossuyt, PM ;
Reitsma, JB ;
Bruns, DE ;
Gatsonis, CA ;
Glasziou, PP ;
Irwig, LM ;
Lijmer, JG ;
Moher, D ;
Rennie, D ;
de Vet, HCE .
BRITISH MEDICAL JOURNAL, 2003, 326 (7379) :41-44
[6]
Clinical management of hepatocellular carcinoma.: Conclusions of the Barcelona-2000 EASL Conference [J].
Bruix, J ;
Sherman, M ;
Llovet, JM ;
Beaugrand, M ;
Lencioni, R ;
Burroughs, AK ;
Christensen, E ;
Pagliaro, L ;
Colombo, M ;
Rodés, J .
JOURNAL OF HEPATOLOGY, 2001, 35 (03) :421-430
[7]
Intraarterial therapies for primary liver cancer: state of the art [J].
Chapiro, Julius ;
Tacher, Vania ;
Geschwind, Jean-Francois .
EXPERT REVIEW OF ANTICANCER THERAPY, 2013, 13 (10) :1157-1167
[8]
Hepatocellular carcinoma [J].
Forner, Alejandro ;
Llovet, Josep M. ;
Bruix, Jordi .
LANCET, 2012, 379 (9822) :1245-1255
[9]
Assessment of Liver Tumor Response to Therapy: Role of Quantitative Imaging [J].
Gonzalez-Guindalini, Fernanda D. ;
Botelho, Marcos P. F. ;
Harmath, Carla B. ;
Sandrasegaran, Kumaresan ;
Miller, Frank H. ;
Salem, Riad ;
Yaghmai, Vahid .
RADIOGRAPHICS, 2013, 33 (06) :1781-1800
[10]
Malignant Hepatic Tumors: Short-term Reproducibility of Apparent Diffusion Coefficients with Breath-hold and Respiratory-triggered Diffusion-weighted MR Imaging [J].
Kim, So Yeon ;
Lee, Seung Soo ;
Byun, Jae Ho ;
Park, Seong Ho ;
Kim, Jeong Kon ;
Park, Bumwoo ;
Kim, Namkug ;
Lee, Moon-Gyu .
RADIOLOGY, 2010, 255 (03) :815-823