Pre-TACE kurtosis of ADC<sub>total</sub> derived from histogram analysis for diffusion-weighted imaging is the best independent predictor of prognosis in hepatocellular carcinoma.
prospective_cohort · Level II
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- Also identified by DOI 10.1007/s00330-018-5482-3.
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Abstract
To determine the feasibility of pre-TACE IVIM imaging based on histogram analysis for predicting prognosis in the treatment of unresectable hepatocellular carcinoma (HCC). 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). Mean (p = 0.022), median (p = 0.043), and 25<sup>th</sup> percentile (p < 0.001) of perfusion fraction (PF), mean (p < 0.001), median (p < 0.001), 25<sup>th</sup> percentile (p < 0.001) and 75<sup>th</sup> percentile (p = 0.001) of ADC<sub>(0,500)</sub>, mean (p = 0.005), median (p = 0.008) and 25<sup>th</sup> percentile (p = 0.039) of ADC<sub>total</sub> were higher, while skewness and kurtosis of PF (p = 0.001, p = 0.005, respectively), kurtosis of ADC<sub>(0,500)</sub> and ADC<sub>total</sub> (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<sub>total</sub> had the best predictive performance for disease progression. Pre-TACE kurtosis of ADC<sub>total</sub> is the best independent predictor for TTP. • mRECIST was associated with TTP independently. • Lower kurtosis and higher mean for ADCs tend to have good response. • Pre-TACE kurtosis of ADC <sub>total</sub> is the best independent predictor for TTP.
Medical subject headings
- Carcinoma, Hepatocellular
- Diffusion Magnetic Resonance Imaging
- Liver Neoplasms