Research Progress of Radiomics Combined with Biomarkers for Predicting Microvascular Invasion in Liver Cancer
10.12290/xhyxzz.2025-0312
- VernacularTitle:影像组学联合生物标志物预测肝癌微血管侵犯的研究进展
- Author:
Jinghui LIANG
1
;
Ming WANG
;
Wanting CHEN
;
Baoluhe ZHANG
;
Shunda DU
;
Meng YANG
Author Information
1. 中国医学科学院北京协和医学院研究生院,北京 100005;中国医学科学院北京协和医院超声医学科,北京 100730
- Publication Type:Journal Article
- Keywords:
microvascular invasion;
radiomics;
biomarkers;
hepatocellular carcinoma;
precision diagnosis and treatment
- From:
Medical Journal of Peking Union Medical College Hospital
2025;16(4):826-835
- CountryChina
- Language:Chinese
-
Abstract:
Microvascular invasion is one of the critical factors influencing the prognosis of patients with hepatocellular carcinoma.Accurate preoperative prediction for its occurrence holds pivotal significance for the formulation of clinical individualized treatment decisions.Traditional diagnosis primarily relies on the evaluation of postoperative histopathological results,which exhibits a certain degree of lag.However,the emergence of radiomics features and biomarkers offers new insights for the preoperative prediction of mi-crovascular invasion.The preoperative prediction model based on radiomics and biomarkers is capable of precisely analyzing and efficiently predicting the occurrence risk of microvascular invasion from both macro-scopic imaging features and microscopic molecular levels,thereby providing multi-dimensional and precise scientific evidence for clinical decision-making.
