Prognostic value of baseline imaging and clinical features in patients with advanced hepatocellular carcinoma

肝细胞癌 医学 基线(sea) 内科学 价值(数学) 肿瘤科 放射科 计算机科学 生物 渔业 机器学习
作者
Osman Öcal,Michael Ingrisch,Muzaffer Reha Ümütlü,Bora Peynırcıoğlu,Christian Loewe,Otto van Delden,Vincent Vandecaveye,Bernhard Gebauer,Christoph J. Zech,Christian Sengel,Irene Bargellini,Roberto Iezzi,Alberto Benito,Maciej Pech,Peter Malfertheiner,Jens Ricke,Max Seidensticker
出处
期刊:British Journal of Cancer [Springer Nature]
卷期号:126 (2): 211-218 被引量:24
标识
DOI:10.1038/s41416-021-01577-6
摘要

Summary Aims To investigate the prognostic value of baseline imaging features for overall survival (OS) and liver decompensation (LD) in patients with hepatocellular carcinoma (HCC). Design Patients with advanced HCC from the SORAMIC trial were evaluated in this post hoc analysis. Several radiological imaging features were collected from baseline computed tomography (CT) and magnetic resonance imaging (MRI) imaging, besides clinical values. The prognostic value of these features for OS and LD (grade 2 bilirubin increase) was quantified with univariate Cox proportional hazard models and multivariate Least Absolute Shrinkage and Selection Operator (LASSO) regression. Results Three hundred and seventy-six patients were included in this study. The treatment arm was not correlated with OS. LASSO showed satellite lesions, atypical HCC, peritumoral arterial enhancement, larger tumour size, higher albumin–bilirubin (ALBI) score, liver–spleen ratio <1.5, ascites, pleural effusion and higher bilirubin values were predictors of worse OS, and higher relative liver enhancement, smooth margin and capsule were associated with better OS. LASSO analysis for LD showed satellite lesions, peritumoral hypointensity in hepatobiliary phase, high ALBI score, higher bilirubin values and ascites were predictors of LD, while randomisation to sorafenib arm was associated with lower LD. Conclusions Imaging features showing aggressive tumour biology and poor liver function, in addition to clinical parameters, can serve as imaging biomarkers for OS and LD in patients receiving sorafenib and selective internal radiation therapy for HCC.
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
可爱的函函应助曹梦龙采纳,获得10
刚刚
2秒前
wanci应助AnqiUw采纳,获得10
3秒前
凌峰给凌峰的求助进行了留言
3秒前
4秒前
小香蕉发布了新的文献求助10
4秒前
lzuu发布了新的文献求助10
4秒前
jcs完成签到,获得积分10
5秒前
英俊的铭应助科研通管家采纳,获得10
6秒前
zzdd应助科研通管家采纳,获得10
6秒前
爆米花应助科研通管家采纳,获得10
6秒前
6秒前
小二郎应助科研通管家采纳,获得10
7秒前
molihuakai应助科研通管家采纳,获得10
7秒前
活雷锋应助科研通管家采纳,获得10
7秒前
田様应助科研通管家采纳,获得10
7秒前
7秒前
田様应助科研通管家采纳,获得10
7秒前
活雷锋应助科研通管家采纳,获得10
8秒前
乐空思应助科研通管家采纳,获得50
8秒前
8秒前
8秒前
脑洞疼应助科研通管家采纳,获得10
8秒前
科目三应助科研通管家采纳,获得10
9秒前
大个应助科研通管家采纳,获得10
9秒前
完美世界应助科研通管家采纳,获得10
9秒前
汉堡包应助科研通管家采纳,获得10
9秒前
9秒前
研友_VZG7GZ应助科研通管家采纳,获得10
9秒前
10秒前
10秒前
迷你的颖发布了新的文献求助10
11秒前
12秒前
Lucas应助hhhhhhh采纳,获得15
12秒前
12秒前
elastos完成签到,获得积分10
13秒前
15秒前
16秒前
momo102610完成签到,获得积分10
16秒前
搜集达人应助哈哈采纳,获得10
17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
Effects of Two Weeks of Red Light Therapy on Choroidal Thickness and Axial Length in Young Adults 700
内視鏡的に摘除しえた十二指腸乳頭部腫瘍の2例 660
The Foundation of Positive Psychology 600
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
The Neuroscience of Language 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 7676449
求助须知:如何正确求助?哪些是违规求助? 9242439
关于积分的说明 19917284
捐赠科研通 7246719
什么是DOI,文献DOI怎么找? 3286428
关于科研通互助平台的介绍 2444474
邀请新用户注册赠送积分活动 2289405