Prediction of sorafenib treatment–related gene expression for hepatocellular carcinoma: preoperative MRI and histopathological correlation
Purpose To investigate the feasibility of prediction for targeted therapy-related gene expression in hepatocellular carcinoma (HCC) using preoperative gadoxetic acid-enhanced magnetic resonance imaging (MRI). Materials and methods Ninety-one patients (81 men, mean age 53.9 ± 12 years) with solitary...
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Published in | European radiology Vol. 29; no. 5; pp. 2272 - 2282 |
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Main Authors | , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer Berlin Heidelberg
01.05.2019
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
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Summary: | Purpose
To investigate the feasibility of prediction for targeted therapy-related gene expression in hepatocellular carcinoma (HCC) using preoperative gadoxetic acid-enhanced magnetic resonance imaging (MRI).
Materials and methods
Ninety-one patients (81 men, mean age 53.9 ± 12 years) with solitary HCC who underwent preoperative enhanced MRI were retrospectively analyzed. Features including tumor size, signal homogeneity, tumor capsule, tumor margin, intratumoral vessels, peritumor enhancement, peritumor hypointensity, signal intensity ratio on DWI, T1 relaxation times, and the reduction rate between pre- and post-contrast enhancement images were assessed. The operation and histopathological evaluation were performed within 2 weeks after MRI examination (mean time 7 days). The expression levels of
BRAF, RAF1
,
VEGFR2
, and
VEGFR3
were evaluated. The associations between these imaging features and gene expression levels were investigated.
Results
Tumor incomplete capsules or non-capsules (
p
= 0.001) and intratumoral vessels (
p
= 0.002) were significantly associated with
BRAF
expression, and tumor incomplete capsules or non-capsules (
p
= 0.001) and intratumoral vessels (
p
= 0.013) with
RAF1
expression. There was no significant association between the expression of
VEGFR2
,
VEGFR3
, and all examined MRI features. Multivariate logistic regression showed that incomplete tumor capsule (
p
= 0.002) and non-capsule (
p
= 0.004) were independent risk factors of HCC with high
BRAF
expression; incomplete tumor capsule (
p
< 0.001) and non-capsule (
p
= 0.040) were independent risk factors of HCC with high
RAF1
expression.
Conclusion
The presence of incomplete capsule or intratumoral vessels and the absence of capsule are potential indicators of high
BRAF
and
RAF1
expression. Gadoxetic acid–enhanced MRI may facilitate the choice of gene therapy for patients with HCC.
Key Points
• Incomplete tumor capsule and non-capsule were independent risk factors of HCC with high BRAF and RAF1 expression.
• The presence of intratumoral vessels was a potential indicator of high BRAF and RAF1 expression.
• Gadoxetic acid-enhanced MRI may be a predictor of efficacy of treatment with sorafenib. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0938-7994 1432-1084 |
DOI: | 10.1007/s00330-018-5882-4 |