JOURNAL ARTICLE

Diffusion Kurtosis MR Imaging versus Conventional Diffusion-Weighted Imaging for Distinguishing Hepatocellular Carcinoma from Benign Hepatic Nodules

Yingmei JiaHuasong CaiMeng WangYanji LuoLing XuZhi DongXu YanZi-Ping LiShi‐Ting Feng

Year: 2019 Journal:   Contrast Media & Molecular Imaging Vol: 2019 Pages: 1-10   Publisher: Hindawi Publishing Corporation

Abstract

Objectives . To assess the efficacy of diffusion kurtosis imaging (DKI) and compare DKI-derived parameters with conventional diffusion-weighted imaging (DWI) for distinguishing hepatocellular carcinoma (HCC) from benign hepatic nodules including focal nodular hyperplasia (FNH), hemangioma, and hepatocellular adenoma (HCA). Materials and Methods . 151 patients with 182 hepatic nodules (114 HCCs and 68 benign nodules including 33 FNHs, 29 hemangiomas, and 6 HCAs) were analyzed. Preoperative MRI examinations including DKI ( b values: 0, 200, 500, 800, 1500, and 2000 sec/mm 2 ) were performed, and kurtosis ( K ), diffusivity ( D ), and apparent diffusion coefficient (ADC) were calculated. The efficacy of DKI-derived parameters K , D , and ADC for distinguishing HCC from these benign nodules was analyzed. Results . ROC (receiver operating characteristic curve) analysis showed the optimal cutoff values of ADC, D , and K for identification of these benign nodules, and HCCs were 1.295 (area under the curve (AUC): 0.826; sensitivity 80.6%; specificity 70.8%), 1.787 (AUC: 0.770; sensitivity 83.6%; specificity 59.6%), and 1.002 (AUC: 0.761; sensitivity 65.5%; specificity 79.0%), respectively. Statistically significant differences were found in ADC, D , and K values between groups of HCC-FNH and HCC-hemangioma (P<0.05). There were significant differences in K and ADC values between groups of FNH-hemangioma and HCA-hemangioma (P<0.05), respectively. Using logistic regression analysis, a regression equation was obtained: LogitP=−1.982X1+1.385X3+1.948( X 1 : ADC; X 3 : K ), and odds ratios (OR) were 0.138 (95% confidence interval (CI): 0.052, 0.367), and 8.996 (95% CI: 0.970, 16.460), respectively. Conclusion . Both ADC value and DKI-derived parameters K and D values have demonstrated a higher preoperative efficacy in distinguishing HCC from FNH, hemangioma, and HCA. No evidence was shown to suggest D or K value was superior to the ADC value.

Keywords:
Medicine Hepatocellular carcinoma Focal nodular hyperplasia Receiver operating characteristic Effective diffusion coefficient Hemangioma Kurtosis Confidence interval Area under the curve Diffusion MRI Nuclear medicine Radiology Magnetic resonance imaging Internal medicine

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Citation History

Topics

MRI in cancer diagnosis
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging
Hepatocellular Carcinoma Treatment and Prognosis
Health Sciences →  Medicine →  Hepatology
Radiomics and Machine Learning in Medical Imaging
Health Sciences →  Medicine →  Radiology, Nuclear Medicine and Imaging

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