Abstract
Microvascular invasion (MVI) is a significant risk factor for the recurrence of hepatocel-lular carcinoma, but it is a histological feature that needs to be confirmed after hepatectomy or liver transplantation. The preoperative prediction of MVI can optimize the treatment plan of HCC, but an easy and widely applicable model is still lacking. The aim of our study was to predict the risk of MVI using objective preoperative factors. We retrospectively collected 1153 patients who under-went liver resection for HCC, and MVI was found to be associated with significantly poor disease-free survival. The patients were randomly split in a 3:1 ratio into training (n = 864) and validation (n = 289) datasets. The multivariate analysis of the training dataset found preoperative total tumor volume (TTV) and alpha-fetoprotein (AFP) to be independent risk factors for MVI. We built a risk score model with cutoff points of TTV at 30, 60, and 300 cm3 and AFP at 160 and 2000 ng/mL, and the model stratified the risk of MVI into low risk (14.1%), intermediate risk (36.4%), and high risk (60.5%). The validation of the risk score model with the validation dataset showed moderate performance (the concordance statistic: 0.731). The model comprised simple and objective preoperative factors with good applicability, which can help to guide treatment plans for HCC and future study design.
Original language | English |
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Article number | 4403 |
Journal | Cancers |
Volume | 13 |
Issue number | 17 |
DOIs | |
State | Published - 01 09 2021 |
Bibliographical note
Publisher Copyright:© 2021 by the authors. Li-censee MDPI, Basel, Switzerland.
Keywords
- Alpha-fetoprotein
- Hepatocellular carcinoma
- Microvascular invasion
- Risk score model
- Total tumor volume