Dynamic Contrast-Enhanced MRI Kinetic Parameters as Prognostic Biomarkers for Prediction of Survival of Patient with Advanced Hepatocellular Carcinoma: A Pilot Comparative Study.

作者: Sang Ho Lee , Koichi Hayano , Andrew X. Zhu , Dushyant V. Sahani , Hiroyuki Yoshida

DOI: 10.1016/J.ACRA.2015.05.012

关键词:

摘要: Rationale and Objectives Tracer kinetic model selection for dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) data analysis influences its use as a prognostic biomarker. Our aim was to find DCE-MRI parameters that predict 1-year survival (1YS) overall (OS) among patients with advanced hepatocellular carcinoma (HCC) treated antiangiogenic monotherapy by conducting proof-of-concept comparative study of five different models. Materials Methods Twenty HCC underwent subsequently received sunitinib. Pretreatment were analyzed retrospectively using the Tofts-Kety (TK), extended TK, two compartment exchange, adiabatic approximation tissue homogeneity (AATH), distributed parameter (DP) models. Arterial flow fraction (γ), arterial blood (BFA), permeability–surface area product (PS), fractional interstitial volume (vI), other calculated each model. Individual evaluated 1YS prediction cross-validated Kaplan–Meier analysis, association OS univariate Cox regression additional permutation testing. Results For prediction, TK model–derived γ (P = .007) vI (P = .029) AATH model-derived PS (P = .005) significant; all these lower in high-risk group. Increase DP BFA associated significant increase hazard ratios 0.766 (P = .023) 0.809 (P = .025), respectively. Conclusions The an effective biomarker both OS.

参考文章(49)
Burton S. Garbow, Jorge J. More, Kenneth E. Hillstrom, User Guide for Minpack-1 Argonne National Laboratory. ,(1980)
Eric M. Bultman, Ethan K. Brodsky, Debra E. Horng, Pablo Irarrazaval, William R. Schelman, Walter F. Block, Scott B. Reeder, Quantitative hepatic perfusion modeling using DCE‐MRI with sequential breathholds Journal of Magnetic Resonance Imaging. ,vol. 39, pp. 853- 865 ,(2014) , 10.1002/JMRI.24238
Worthington G. Schenk, John C. McDonald, Khlar McDonald, Theodore Drapanas, Direct measurement of hepatic blood flow in surgical patients: with related observations on hepatic flow dynamics in experimental animals. Annals of Surgery. ,vol. 156, pp. 463- 471 ,(1962) , 10.1097/00000658-196209000-00013
P.S. Tofts, B. Shuter, J.M. Pope, Ni-DTPA DOPED AGAROSE GEL -A PHANTOM MATERIAL FOR Gd-DTPA ENHANCEMENT MEASUREMENTS Magnetic Resonance Imaging. ,vol. 11, pp. 125- 133 ,(1993) , 10.1016/0730-725X(93)90420-I
Marcus Czabanka, Mara Vinci, Frank Heppner, Axel Ullrich, Peter Vajkoczy, Effects of sunitinib on tumor hemodynamics and delivery of chemotherapy International Journal of Cancer. ,vol. 124, pp. 1293- 1300 ,(2009) , 10.1002/IJC.24019
Siraj Saadaldin Abdullah, Jean Baptiste Pialat, Marlene Wiart, François Duboeuf, Jean-Yves Mabrut, Brigitte Bancel, Agnès Rode, Christian Ducerf, Jacques Baulieux, Yves Berthezene, Characterization of Hepatocellular Carcinoma and Colorectal Liver Metastasis by Means of Perfusion MRI Journal of Magnetic Resonance Imaging. ,vol. 28, pp. 390- 395 ,(2008) , 10.1002/JMRI.21429
Evan K. Fram, Robert J. Herfkens, G.Allan Johnson, Gary H. Glover, John P. Karis, Ann Shimakawa, Tom G. Perkins, Norbert J. Pelc, Rapid calculation of T1 using variable flip angle gradient refocused imaging. Magnetic Resonance Imaging. ,vol. 5, pp. 201- 208 ,(1987) , 10.1016/0730-725X(87)90021-X
Bachir Taouli, R. Scott Johnson, Cristina H. Hajdu, Marcel T. H. Oei, Miriam Merad, Herman Yee, Henry Rusinek, Hepatocellular Carcinoma: Perfusion Quantification With Dynamic Contrast-Enhanced MRI American Journal of Roentgenology. ,vol. 201, pp. 795- 800 ,(2013) , 10.2214/AJR.12.9798