MRI ‐Based Score to Predict Retreatment Response for Viable Hepatocellular Carcinomas After Transarterial Chemoembolization

作者
Weilang Wang,Xiuming Zhang,Yixing Yu,Feng Feng,Wu Cai,Shuwei Zhou,Shuhang Zhang,Binrong Li,Tianyi Xia,Shenghong Ju,Yuan‐Cheng Wang
出处
期刊:Liver International [Wiley]
卷期号:46 (1)
标识
DOI:10.1111/liv.70481
摘要

ABSTRACT Background & Aims Predicting retreatment response of viable tumours after transarterial chemoembolization (TACE) is critical for personalised treatment and prognosis assessment in hepatocellular carcinoma (HCC). We aimed to develop an MRI‐based prediction model for viable tumour response. Methods This retrospective multicentre study included patients with HCC who presented with viable tumours 1 month after initial TACE between February 2015 and October 2022. In addition, data from a prospective clinical trial were reanalyzed as an external validation cohort. All patients underwent contrast‐enhanced MRI at baseline (for initial HCC assessment), at 1 month (for evaluation of viable tumour characteristics) and at 6 months (for assessment of treatment response). The training set ( n = 167) and test set ( n = 59) were used to build lesion‐ and patient‐level models predicting retreatment response at 6 months via logistic regression. Risk groups were stratified by the Youden index and analysed across retreatment subgroups. Results The Viable tumour Imaging Traits for Assessing Likelihood of response (VITAL) model incorporated four features: diffusion restriction ( p = 0.050; 1 point), peritumoral hyperenhancement ( p = 0.002; 1 point), heterogeneity ( p < 0.001; 2 points) and mural nodule ( p = 0.004; 2 points if absent). The model achieved AUCs of 0.821 (95% CI: 0.760–0.882) and 0.733 (95% CI: 0.602–0.865) in training and test cohorts. The patient‐level VITAL‐P Score was calculated as: 1 × (largest viable tumour size + viable tumour number) + 3 × VITAL Score. High‐risk patients (VITAL‐ p ≥ 16) had significantly shorter overall survival (OS) in the overall cohort ( p = 0.021) and shorter progression‐free survival (PFS)and OS compared with low‐risk patients in the locoregional therapy subgroup ( p = 0.021 and 0.002, respectively). Conclusions The prediction model based on imaging features of post‐TACE viable HCCs demonstrates strong predictive power for tumour retreatment response at 6 months and correlates well with prognosis.
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
共享精神应助王萌萌采纳,获得10
1秒前
枔晴完成签到 ,获得积分10
1秒前
CPPP发布了新的文献求助10
1秒前
缥缈鹰发布了新的文献求助10
1秒前
Epiphany完成签到,获得积分10
2秒前
2秒前
2秒前
NexusExplorer应助思川采纳,获得10
3秒前
CodeCraft应助思川采纳,获得10
3秒前
传奇3应助仲大船采纳,获得10
3秒前
英勇的芝麻完成签到,获得积分10
3秒前
orixero应助chengpeng采纳,获得10
3秒前
小白发布了新的文献求助10
3秒前
JXM完成签到 ,获得积分10
4秒前
小马甲应助半两月光采纳,获得10
4秒前
10h完成签到,获得积分10
4秒前
北海章发布了新的文献求助10
4秒前
5秒前
5秒前
5秒前
Epiphany发布了新的文献求助10
5秒前
林林发布了新的文献求助10
5秒前
NexusExplorer应助latata采纳,获得10
6秒前
spirit完成签到,获得积分10
6秒前
guguhuhu发布了新的文献求助10
6秒前
7秒前
Richs发布了新的文献求助10
7秒前
7秒前
悲回风发布了新的文献求助10
8秒前
8秒前
purple完成签到 ,获得积分10
8秒前
QiuYuyue发布了新的文献求助10
8秒前
8秒前
9秒前
9秒前
9秒前
9秒前
Lucas应助juechen采纳,获得10
9秒前
10秒前
ll发布了新的文献求助10
10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
Principles of town planning: translating concepts to applications 1000
内視鏡的に摘除しえた十二指腸乳頭部腫瘍の2例 660
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Positive Obsession: The Life and Times of Octavia E. Butler 500
Surgical Ergonomic Pilot Study Using a Posture Biofeedback Device in Rhinology: A MultiPhase Quality Improvement Study 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7691043
求助须知:如何正确求助?哪些是违规求助? 9252760
关于积分的说明 19978317
捐赠科研通 7263752
什么是DOI,文献DOI怎么找? 3290782
关于科研通互助平台的介绍 2447235
邀请新用户注册赠送积分活动 2295954