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Pre-TACE kurtosis of ADC total derived from histogram analysis for diffusion-weighted imaging is the best independent predictor of prognosis in hepatocellular carcinoma.
- Source :
-
European radiology [Eur Radiol] 2019 Jan; Vol. 29 (1), pp. 213-223. Date of Electronic Publication: 2018 Jun 19. - Publication Year :
- 2019
-
Abstract
- Purpose: To determine the feasibility of pre-TACE IVIM imaging based on histogram analysis for predicting prognosis in the treatment of unresectable hepatocellular carcinoma (HCC).<br />Materials and Methods: Fifty-five patients prospectively underwent 1.5T MRI 1 week before TACE. Histogram metrics for IVIM parameters and ADCs maps between responders and non-responders with mRECIST assessment were compared. Kaplan-Meier, log-rank tests and Cox proportional hazard regression model were used to correlate variables with time to progression (TTP).<br />Results: Mean (p = 0.022), median (p = 0.043), and 25 <superscript>th</superscript> percentile (p < 0.001) of perfusion fraction (PF), mean (p < 0.001), median (p < 0.001), 25 <superscript>th</superscript> percentile (p < 0.001) and 75 <superscript>th</superscript> percentile (p = 0.001) of ADC <subscript>(0,500)</subscript> , mean (p = 0.005), median (p = 0.008) and 25 <superscript>th</superscript> percentile (p = 0.039) of ADC <subscript>total</subscript> were higher, while skewness and kurtosis of PF (p = 0.001, p = 0.005, respectively), kurtosis of ADC <subscript>(0,500)</subscript> and ADC <subscript>total</subscript> (p = 0.005, p = 0.001, respectively) were lower in responders compared to non-responders. Multivariable analysis demonstrated that mRECIST was associated with TTP independently, and kurtosis of ADC <subscript>total</subscript> had the best predictive performance for disease progression.<br />Conclusion: Pre-TACE kurtosis of ADC <subscript>total</subscript> is the best independent predictor for TTP.<br />Key Points: • mRECIST was associated with TTP independently. • Lower kurtosis and higher mean for ADCs tend to have good response. • Pre-TACE kurtosis of ADC <subscript>total</subscript> is the best independent predictor for TTP.
- Subjects :
- Adult
Aged
Aged, 80 and over
Carcinoma, Hepatocellular therapy
Chemoembolization, Therapeutic methods
Disease Progression
Feasibility Studies
Female
Humans
Liver Neoplasms therapy
Male
Middle Aged
Predictive Value of Tests
Prognosis
Prospective Studies
Carcinoma, Hepatocellular diagnosis
Diffusion Magnetic Resonance Imaging methods
Liver Neoplasms diagnosis
Subjects
Details
- Language :
- English
- ISSN :
- 1432-1084
- Volume :
- 29
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- European radiology
- Publication Type :
- Academic Journal
- Accession number :
- 29922932
- Full Text :
- https://doi.org/10.1007/s00330-018-5482-3