Abstract
Purpose
To explore whole-lesion histogram analysis of the hepatobiliary phase (HBP) defect in indeterminate hypovascular liver lesions for predicting progression to arterial-enhancing hepatocellular carcinoma (HCC).
Methods
Twenty patients undergoing gadoxetic acid-enhanced MRI for HCC screening with 12° and 25° flip angle (FA) HBP acquisitions demonstrating an indeterminate lesion showing HBP hypointensity but no arterial enhancement were included. Volumes-of-interest were placed on HBP defects, from which histogram metrics were obtained. Associations between these metrics and progression to arterial-enhancing HCC on follow-up imaging were investigated. Lesions were also assessed for the presence of a signal abnormality on conventional sequences.
Results
40% of lesions progressed to arterial-enhancing HCC; 60% were stable at ≥6 months follow-up. Neither T2-hyperintensity increased diffusion signal nor portal/equilibrium phase washout was different between progressing and nonprogressing lesions (p = 1.0). Among direct signal intensity-based measures (overall mean; mean of bottom 10th, 10–25th, and 25–50th percentiles), area-under-the-curve (AUC) for prediction of progression to arterial-enhancing HCC was consistently higher at 25° (range 0.619–0.657) than at 12° (range 0.512–0.548). However, at both FAs, the four measures with highest AUC were measures related to lesion texture and heterogeneity [standard deviation (SD), coefficient of variation (CV), skewness, and entropy], having AUC of 0.655–0.750 at 12° and 0.686–0.800 at 25. The metric with highest AUC at 12° was SD (AUC = 0.750) and at 25° was CV (AUC = 0.800).
Conclusion
Whole-lesion histogram HBP measures of indeterminate hypovascular liver lesions may help predict progression to arterial-enhancing HCC by reflecting greater lesion heterogeneity, particularly at higher FA. Larger studies are therefore warranted.
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References
Wald C, Russo MW, Heimbach JK, et al. (2013) New OPTN/UNOS policy for liver transplant allocation: standardization of liver imaging, diagnosis, classification, and reporting of hepatocellular carcinoma. Radiology 266(2):376–382
Golfieri R, Grazioli L, Orlando E, et al. (2012) Which is the best MRI marker of malignancy for atypical cirrhotic nodules: hypointensity in hepatobiliary phase alone or combined with other features? Classification after Gd-EOB-DTPA administration. J Magn Reson Imaging 36(3):648–657
Motosugi U, Bannas P, Sano K, Reeder SB (2015) Hepatobiliary MR contrast agents in hypovascular hepatocellular carcinoma. J Magn Reson Imaging 41(2):251–265
Takayasu K, Arii S, Sakamoto M, et al. (2013) Clinical implication of hypovascular hepatocellular carcinoma studied in 4474 patients with solitary tumour equal or less than 3 cm. Liver Int 33(5):762–770
Jang KM, Kim SH, Kim YK, Choi D (2015) Imaging features of subcentimeter hypointense nodules on gadoxetic acid-enhanced hepatobiliary phase MR imaging that progress to hypervascular hepatocellular carcinoma in patients with chronic liver disease. Acta Radiol 56(5):526–535
Motosugi U, Ichikawa T, Sano K, et al. (2011) Outcome of hypovascular hepatic nodules revealing no gadoxetic acid uptake in patients with chronic liver disease. J Magn Reson Imaging 34(1):88–94
Kim YK, Lee WJ, Park MJ, et al. (2012) Hypovascular hypointense nodules on hepatobiliary phase gadoxetic acid-enhanced MR images in patients with cirrhosis: potential of DW imaging in predicting progression to hypervascular HCC. Radiology 265(1):104–114
Willatt JM, Hussain HK, Adusumilli S, Marrero JA (2008) MR Imaging of hepatocellular carcinoma in the cirrhotic liver: challenges and controversies. Radiology 247(2):311–330
Krinsky GA, Lee VS, Theise ND, et al. (2001) Hepatocellular carcinoma and dysplastic nodules in patients with cirrhosis: prospective diagnosis with MR imaging and explantation correlation. Radiology 219(2):445–454
Hyodo T, Murakami T, Imai Y, et al. (2013) Hypovascular nodules in patients with chronic liver disease: risk factors for development of hypervascular hepatocellular carcinoma. Radiology 266(2):480–490
Haradome H, Grazioli L, Al manea K, et al. (2012) Gadoxetic acid disodium-enhanced hepatocyte phase MRI: can increasing the flip angle improve focal liver lesion detection? J Magn Reson Imaging 35(1):132–139
Bashir MR, Husarik DB, Ziemlewicz TJ, et al. (2012) Liver MRI in the hepatocyte phase with gadolinium-EOB-DTPA: does increasing the flip angle improve conspicuity and detection rate of hypointense lesions? J Magn Reson Imaging 35(3):611–616
Lee ES, Lee JM, Yu MH, et al. (2014) High spatial resolution, respiratory-gated, t1-weighted magnetic resonance imaging of the liver and the biliary tract during the hepatobiliary phase of gadoxetic Acid-enhanced magnetic resonance imaging. J Comput Assist Tomogr 38(3):360–366
Kumada T, Toyoda H, Tada T, et al. (2011) Evolution of hypointense hepatocellular nodules observed only in the hepatobiliary phase of gadoxetate disodium-enhanced MRI. AJR Am J Roentgenol 197(1):58–63
Rosenkrantz AB, Obele C, Rusinek H, et al. (2015) Whole-lesion diffusion metrics for assessment of bladder cancer aggressiveness. Abdom Imaging 40(2):327–332
Kierans AS, Rusinek H, Lee A, et al. (2014) Textural differences in apparent diffusion coefficient between low- and high-stage clear cell renal cell carcinoma. AJR Am J Roentgenol 203(6):W637–W644
Donati OF, Mazaheri Y, Afaq A, et al. (2014) Prostate cancer aggressiveness: assessment with whole-lesion histogram analysis of the apparent diffusion coefficient. Radiology 271(1):143–152
Frydrychowicz A, Lubner MG, Brown JJ, et al. (2012) Hepatobiliary MR imaging with gadolinium-based contrast agents. J Magn Reson Imaging 35(3):492–511
Feuerlein S, Boll DT, Gupta RT, et al. (2011) Gadoxetate disodium-enhanced hepatic MRI: dose-dependent contrast dynamics of hepatic parenchyma and portal vein. AJR Am J Roentgenol 196(1):W18–W24
Prince MR, Chenevert TL, Foo TK, et al. (1997) Contrast-enhanced abdominal MR angiography: optimization of imaging delay time by automating the detection of contrast material arrival in the aorta. Radiology 203(1):109–114
Foo TK, Saranathan M, Prince MR, Chenevert TL (1997) Automated detection of bolus arrival and initiation of data acquisition in fast, three-dimensional, gadolinium-enhanced MR angiography. Radiology 203(1):275–280
Riederer SJ, Fain SB, Kruger DG, Busse RF (1999) Real-time imaging and triggering of 3D contrast-enhanced MR angiograms using MR fluoroscopy. MAGMA 8(3):196–206
Sharma P, Kalb B, Kitajima HD, et al. (2011) Optimization of single injection liver arterial phase gadolinium enhanced MRI using bolus track real-time imaging. J Magn Reson Imaging 33(1):110–118
Song M, Cho HJ, Cho YK, et al. (2013) Detecting hepatocellular carcinoma in gadoxetic-acid-enhanced hepatobiliary-phase MR imaging at 3T: comparing high and low flip angle. Jpn J Radiol 31(12):803–811
Royston P (1992) Which measures of skewness and kurtosis are best? Stat Med 11(3):333–343
Baek HJ, Kim HS, Kim N, Choi YJ, Kim YJ (2012) Percent change of perfusion skewness and kurtosis: a potential imaging biomarker for early treatment response in patients with newly diagnosed glioblastomas. Radiology 264(3):834–843
Rosenkrantz AB (2013) Histogram-based apparent diffusion coefficient analysis: an emerging tool for cervical cancer characterization? AJR Am J Roentgenol 200(2):311–313
Kierans AS, Bennett GL, Mussi TC, et al. (2013) Characterization of malignancy of adnexal lesions using ADC entropy: comparison with mean ADC and qualitative DWI assessment. J Magn Reson Imaging 37(1):164–171
Chong Y, Kim JH, Lee HY, et al. (2014) Quantitative CT variables enabling response prediction in neoadjuvant therapy with EGFR-TKIs: are they different from those in neoadjuvant concurrent chemoradiotherapy? PLoS One 9(2):e88598
Rosenkrantz AB, Triolo MJ, Melamed J, et al. (2015) Whole-lesion apparent diffusion coefficient metrics as a marker of percentage Gleason 4 component within Gleason 7 prostate cancer at radical prostatectomy. J Magn Reson Imaging 41(3):708–714
Chou CT, Chen YL, Su WW, Wu HK, Chen RC (2010) Characterization of cirrhotic nodules with gadoxetic acid-enhanced magnetic resonance imaging: the efficacy of hepatocyte-phase imaging. J Magn Reson Imaging 32(4):895–902
Lee MH, Kim SH, Park MJ, Park CK, Rhim H (2011) Gadoxetic acid-enhanced hepatobiliary phase MRI and high-b-value diffusion-weighted imaging to distinguish well-differentiated hepatocellular carcinomas from benign nodules in patients with chronic liver disease. AJR Am J Roentgenol 197(5):W868–W875
Nakamura Y, Tashiro H, Nambu J, et al. (2013) Detectability of hepatocellular carcinoma by gadoxetate disodium-enhanced hepatic MRI: tumor-by-tumor analysis in explant livers. J Magn Reson Imaging 37(3):684–691
Choi JW, Lee JM, Kim SJ, et al. (2013) Hepatocellular carcinoma: imaging patterns on gadoxetic acid-enhanced MR images and their value as an imaging biomarker. Radiology 267(3):776–786
Kitao A, Matsui O, Yoneda N, et al. (2012) Hypervascular hepatocellular carcinoma: correlation between biologic features and signal intensity on gadoxetic acid-enhanced MR images. Radiology 265(3):780–789
Matsuda M, Tsuda T, Yoshioka S, et al. (2014) Incidence for progression of hypervascular HCC in hypovascular hepatic nodules showing hyperintensity on gadoxetic acid-enhanced hepatobiliary phase in patients with chronic liver diseases. Jpn J Radiol 32(7):405–413
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Rosenkrantz, A.B., Pinnamaneni, N., Kierans, A.S. et al. Hypovascular hepatic nodules at gadoxetic acid-enhanced MRI: whole-lesion hepatobiliary phase histogram metrics for prediction of progression to arterial-enhancing hepatocellular carcinoma. Abdom Radiol 41, 63–70 (2016). https://doi.org/10.1007/s00261-015-0610-x
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DOI: https://doi.org/10.1007/s00261-015-0610-x