A Nomogram Based on Contrast-Enhanced Ultrasound to Predict the Microvascular Invasion in Hepatocellular Carcinoma

列线图 医学 放射科 超声波 对比度(视觉) 肝细胞癌 超声造影 肿瘤科 内科学 计算机科学 人工智能
作者
Bo Jiang,Fei Xiang,Fan XiaoWei,Lianhua Zhu,Lu ShiChun,Yukun Luo
出处
期刊:Ultrasound in Medicine and Biology [Elsevier BV]
卷期号:49 (7): 1561-1568 被引量:3
标识
DOI:10.1016/j.ultrasmedbio.2023.02.020
摘要

The aim of this study was to establish and validate a contrast-enhanced ultrasound (CEUS) nomogram for pre-operative microvascular invasion (MVI) prediction in hepatocellular carcinoma (HCC), and compare it with the nomogram based on gadopentetate dimeglumine-enhanced magnetic resonance imaging (Gd-MRI).A total of 251 patients with a single HCC were enrolled in this prospective study, including 176 patients in the training cohort and 75 patients in the validation cohort. Contrast-enhanced ultrasound (CEUS) with Sonazoid and Gd-MRI was performed pre-operatively. Post-operative histopathology was the gold standard for MVI. Univariate and multivariate logistic regression was performed to determine independent risk factors for MVI. Nomograms based on CEUS and Gd-MRI were established, and their discrimination, calibration and decision curve analysis were evaluated and compared.Multivariate logistic regression revealed that arterial circular enhancement, non-enhancing area and thick ring-like enhancement in the post-vascular phase were independent risk factors for MVI. The areas under the receiver operating characteristic curve of the nomogram were 0.841 (0.779-0.892) and 0.914 (0.827-0.966) in the training and validation cohorts, with no significant difference compared with the Gd-MRI nomogram (p = 0.294, 0.321). The C-indexes were 0.821 and 0.870 in the training and validation cohorts. Decision curve analysis revealed that the CEUS nomogram had better clinical applicability than the Gd-MRI nomogram when the threshold probability was between 0.35 and 0.95.The CEUS-based nomogram was available for predicting MVI in HCC, and its predictive performance was not inferior to that of Gd-MRI.
最长约 10秒,即可获得该文献文件

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
刚刚
完美星落完成签到,获得积分10
刚刚
1秒前
1秒前
1秒前
hyman1218完成签到 ,获得积分10
2秒前
小二郎应助帅气老虎采纳,获得10
2秒前
hh完成签到 ,获得积分10
3秒前
科目三应助忧郁的夏槐采纳,获得50
3秒前
酷波er应助小能豆子采纳,获得10
3秒前
负责从丹发布了新的文献求助10
4秒前
汉堡包应助rubyyyy采纳,获得10
4秒前
4秒前
6秒前
7秒前
yoda_a完成签到,获得积分10
9秒前
康康XY完成签到 ,获得积分10
9秒前
9秒前
9秒前
MrTStar完成签到 ,获得积分10
10秒前
ice发布了新的文献求助10
10秒前
hermit发布了新的文献求助10
12秒前
烟花应助机灵自行车采纳,获得10
14秒前
14秒前
shimhjy应助lizhiqian2024采纳,获得10
15秒前
研友_844eR8发布了新的文献求助10
16秒前
16秒前
16秒前
科研通AI5应助顺利的寄松采纳,获得10
16秒前
斯文败类应助Gh采纳,获得10
16秒前
shasha关注了科研通微信公众号
18秒前
laika发布了新的文献求助20
19秒前
20秒前
Orange应助LeezZZZ采纳,获得10
20秒前
20秒前
21秒前
23秒前
海螺姑娘发布了新的文献求助10
24秒前
Kriemhild完成签到,获得积分10
26秒前
立青发布了新的文献求助10
26秒前
高分求助中
Technologies supporting mass customization of apparel: A pilot project 600
Introduction to Strong Mixing Conditions Volumes 1-3 500
Tip60 complex regulates eggshell formation and oviposition in the white-backed planthopper, providing effective targets for pest control 400
A Field Guide to the Amphibians and Reptiles of Madagascar - Frank Glaw and Miguel Vences - 3rd Edition 400
Optical and electric properties of monocrystalline synthetic diamond irradiated by neutrons 320
共融服務學習指南 300
Essentials of Pharmacoeconomics: Health Economics and Outcomes Research 3rd Edition. by Karen Rascati 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3800653
求助须知:如何正确求助?哪些是违规求助? 3345954
关于积分的说明 10327950
捐赠科研通 3062411
什么是DOI,文献DOI怎么找? 1680999
邀请新用户注册赠送积分活动 807318
科研通“疑难数据库(出版商)”最低求助积分说明 763627