Role of baseline volumetric functional MRI in predicting histopathologic grade and patients' survival in hepatocellular carcinoma

被引:21
作者
Ameli, Sanaz [1 ]
Shaghaghi, Mohammadreza [1 ]
Aliyari Ghasabeh, Mounes [1 ]
Pandey, Pallavi [1 ]
Hazhirkarzar, Bita [1 ]
Ghadimi, Maryam [1 ]
Rezvani Habibabadi, Roya [1 ]
Khoshpouri, Pegah [1 ]
Pandey, Ankur [1 ]
Anders, Robert A. [1 ]
Kamel, Ihab R. [1 ,2 ]
机构
[1] Johns Hopkins Univ Hosp, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21287 USA
[2] Johns Hopkins Univ, Sch Med, Baltimore, MD 21287 USA
关键词
Hepatocellular carcinoma; Magnetic resonance imaging; Survival analysis; APPARENT DIFFUSION-COEFFICIENT; LIVER-TRANSPLANTATION; SIGNAL INTENSITY; TUMOR RESPONSE; WEIGHTED MRI; RECURRENCE; ENHANCEMENT; RESECTION; CONTRAST; INVASION;
D O I
10.1007/s00330-020-06742-8
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Objectives We aimed to evaluate the role of volumetric ADC (vADC) and volumetric venous enhancement (vVE) in predicting the grade of tumor differentiation in hepatocellular carcinoma (HCC). Methods The study population included 136 HCC patients (188 lesions) who had baseline MR imaging and histopathological report. Measurements of vVE and vADC were performed on baseline MRI. Tumors were histologically classified into low-grade and high-grade groups. The parameters between the two groups were compared using Mann-WhitneyUand chi-square tests for continuous and categorical parameters, respectively. Area under receiver operating characteristic (AUROC) was calculated to investigate the accuracy of vADC and vVE. Logistic regression and multivariable Cox regression were used to unveil the potential parameters associated with high-grade HCC and patient's survival, respectively. Results Lesions with higher vADC values and a higher absolute vADC skewness were more likely to be high grade on histopathology assessment (p = 0.001 andp = 0.0291, respectively). Also, vVE showed a trend to be higher in low-grade lesions (p = 0.079). Adjusted multivariable model including vADC, vVE, and vADC skewness could strongly predict HCC degree of differentiation (AUROC = 83%). Additionally, a higher Child-Pugh score (HR = 2.39 [p = 0.02] for score 2 and HR = 3.47 [p = 0.001] for score 3), vADC skewness (HR = 1.52,p = 0.02; per increments in skewness), and tumor volume (HR = 1.1,p = 0.001; per 100 cm(3)increments) showed the highest association with patients' survival. Conclusions vADC and vVE have the potential to accurately predict HCC differentiation. Additionally, some imaging features in combination with patients' clinical characteristics can predict patient survival.
引用
收藏
页码:3748 / 3758
页数:11
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