Estimating Microvascular Invasion in Patients with Resectable Multinodular Hepatocellular Carcinoma by Using Preoperative Contrast-Enhanced MRI: Establishment and Validation of a Risk Score

作者
Fei Wu,Haitao Sun,Shi Zhang,Changwu Zhou,Peng Huang,Yuyao Xiao,Chun Yang,Mengsu Zeng
出处
期刊:Journal of Hepatocellular Carcinoma [Dove Medical Press]
卷期号:Volume 10: 1143-1156 被引量:7
标识
DOI:10.2147/jhc.s410237
摘要

Objective: To determine the preoperative clinicoradiological factors to predict microvascular invasion (MVI) in patients with resectable multinodular hepatocellular carcinoma (mHCC), and further to establish and validate a stratified risk scoring system. Methods: Two hundred and seventy-three patients with pathologically confirmed mHCC (≥ 2 lesions) without major vascular invasion and biliary tract tumor thrombosis, who underwent preoperative contrast-enhanced MRI and hepatectomy, were consecutively enrolled (training/validation cohort=193/80). Preoperative clinicoradiological variables were collected and analyzed. The multivariable logistic regression was performed to determine the independent predictors of MVI and create a risk score system. The C-index, calibration curve and decision curve were used to evaluate the performance of the risk score. A risk score-based prognostic stratification system was performed in mHCC patients. The risk score system was further verified in the validation cohort. Results: AFP > 400 ng/mL, presence of satellite nodule, mosaic architecture and increased total tumor diameter were independent predictors of MVI while fat in mass was an independent protective factor of MVI. The risk score yielded satisfactory C-index values (training/validation cohort: 0.777/0.758) and fitted well in calibration curves. Decision curve analysis further confirmed its clinical utility. Based on the risk score, mHCC patients were stratified into high-/low-MVI-risk subgroups with significantly different recurrence-free survival (both P < 0.001). Conclusion: The presented risk score incorporating clinicoradiological parameters could stratify mHCC patients into high-risk and low-risk subgroups and predict prognosis in patients with resectable mHCC. Keywords: hepatocellular carcinoma, prognosis, magnetic resonance imaging, statistical model

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
1秒前
关美人儿发布了新的文献求助10
1秒前
科研通AI6.4的应助被superao采纳,获得30
1秒前
遇识易完成签到,获得积分10
1秒前
聪慧的正豪完成签到 ,获得积分10
2秒前
2秒前
拖拉机找文献完成签到,获得积分10
2秒前
Novo发布了新的文献求助10
2秒前
守门人完成签到,获得积分10
2秒前
wychen完成签到,获得积分10
3秒前
小宋完成签到,获得积分10
3秒前
zoey完成签到,获得积分10
4秒前
蜜果羹完成签到 ,获得积分10
4秒前
4秒前
阿巴阿巴完成签到,获得积分10
4秒前
芋你呀完成签到,获得积分10
4秒前
4秒前
123123完成签到,获得积分10
4秒前
4秒前
huoguo完成签到,获得积分10
5秒前
万能图书馆的应助被Y星人采纳,获得10
6秒前
6秒前
三七二一完成签到,获得积分10
6秒前
ruirui发布了新的文献求助10
6秒前
格子完成签到,获得积分10
6秒前
Lei发布了新的文献求助10
6秒前
小白飞526完成签到,获得积分10
6秒前
雾里青完成签到,获得积分10
6秒前
yi完成签到,获得积分10
7秒前
笨笨卡卡西完成签到,获得积分10
7秒前
xiaoxiangzi完成签到,获得积分10
7秒前
激动的从霜完成签到,获得积分10
8秒前
凌儿响叮当完成签到 ,获得积分10
8秒前
wangyumumu的应助被yuanyuan采纳,获得10
8秒前
8秒前
8秒前
goodjob32完成签到,获得积分10
9秒前
大胆妙松完成签到,获得积分10
9秒前
温暖寻琴完成签到,获得积分10
9秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Das Matthäusevangelium: Kapitel 1:1–17 1000
IRTSD: Open-Source Data and Toolset for Electromagnetic Transient Analysis of Disturbances and IBR Control Malfunctions in Transmission Systems 1000
Entre Praga y Madrid : los contactos checoslovaco-españoles (1948-1977) 600
Les Mots du discours 600
A Consideration on Use of Material Grades for Hull Structural Members Based on Fracture Toughness(Second Report) 500
AI Disclosure in Annual Reports: Evolution, Determinants, and Capital Market Participants’ Perceptions 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 计算机科学 工程类 有机化学 化学工程 生物化学 物理 复合材料 内科学 催化作用 光电子学 人工智能 细胞生物学 无机化学 物理化学 数学
热门帖子
关注 科研通微信公众号,转发送积分 8115830
求助须知:如何正确求助?哪些是违规求助? 9521645
关于积分的说明 21535077
捐赠科研通 7694040
什么是DOI,文献DOI怎么找? 3413703
关于科研通互助平台的介绍 2539992
邀请新用户注册赠送积分活动 2453651