A computed tomography radiogenomic biomarker predicts microvascular invasion and clinical outcomes in hepatocellular carcinoma

被引:483
作者
Banerjee, Sudeep [1 ]
Wang, David S. [2 ]
Kim, Hyun J. [1 ]
Sirlin, Claude B. [3 ]
Chan, Michael G. [3 ]
Korn, Ronald L. [4 ]
Rutman, Aaron M. [3 ]
Siripongsakun, Surachate [1 ]
Lu, David [1 ]
Imanbayev, Galym [2 ]
Kuo, Michael D. [1 ]
机构
[1] Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol, Los Angeles, CA 90095 USA
[2] Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
[3] Univ Calif San Diego, Dept Radiol, San Diego, CA 92103 USA
[4] Scottsdale Med Imaging, Scottsdale, AZ USA
关键词
LIVER-TRANSPLANTATION; RESECTION; RECURRENCE; SURVIVAL;
D O I
10.1002/hep.27877
中图分类号
R57 [消化系及腹部疾病];
学科分类号
100201 [内科学];
摘要
Microvascular invasion (MVI) in hepatocellular carcinoma (HCC) is an independent predictor of poor outcomes subsequent to surgical resection or liver transplantation (LT); however, MVI currently cannot be adequately determined preoperatively. Radiogenomic venous invasion (RVI) is a contrast-enhanced computed tomography (CECT) biomarker of MVI derived from a 91-gene HCC venous invasion gene expression signature. Preoperative CECTs of 157 HCC patients who underwent surgical resection (N=72) or LT (N=85) between 2000 and 2009 at three institutions were evaluated for the presence or absence of RVI. RVI was assessed for its ability to predict MVI and outcomes. Interobserver agreement for scoring RVI was substantial among five radiologists (=0.705; P<0.001). The diagnostic accuracy, sensitivity, and specificity of RVI in predicting MVI was 89%, 76%, and 94%, respectively. Positive RVI score was associated with lower overall survival (OS) than negative RVI score in the overall cohort (P<0.001; 48 vs. >147 months), American Joint Committee on Cancer tumor-node-metastasis stage II (P<0.001; 34 vs. >147 months), and in LT patients within Milan criteria (P<0.001; 69 vs. >147 months). Positive RVI score also portended lower recurrence-free survival at 3 years versus negative RVI score (P=0.001; 27% vs. 62%). Conclusion: RVI is a noninvasive radiogenomic biomarker that accurately predicts histological MVI in HCC surgical candidates. Its presence on preoperative CECT is associated with early disease recurrence and poor OS and may be useful for identifying patients less likely to derive a durable benefit from surgical treatment. (Hepatology 2015;62:792-800)
引用
收藏
页码:792 / 800
页数:9
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