A 3D quantitative imaging biomarker in pre-treatment MRI predicts overall survival after stereotactic radiation therapy of patients with a singular brain metastasis

医学 生物标志物 立体定向放射治疗 放射外科 成像生物标志物 磁共振成像 放射科 脑转移 神经影像学 放射治疗 核医学 医学物理学 转移 内科学 癌症 生物化学 化学 精神科
作者
Marta Della Seta,Federico Collettini,Julius Chapiro,Alexander Angelidis,Fidelis Engeling,Bernd Hamm,David Kaul
出处
期刊:Acta Radiologica [SAGE]
卷期号:60 (11): 1496-1503 被引量:21
标识
DOI:10.1177/0284185119831692
摘要

Background Brain metastases (BM) are the most frequent intracranial malignant tumor. Various prognostic factors facilitate the prediction of survival; however, few have become tools for clinical use. Purpose To investigate the role of three-dimensional (3D) quantitative tissue enhancement in pre-treatment cranial magnetic resonance imaging (MRI) as a radiomic biomarker for survival (OS) in patients with singular BM treated with stereotactic radiation therapy (SRT). Material and Methods In this retrospective study, 48 patients (27 non-small cell lung cancer and 21 melanoma) with singular BM treated with SRT, were analyzed. Contrast-enhanced MRI scans of the neurocranium were used for quantitative image analyses. Segmentation-based 3D quantification was performed to measure the enhancing tumor volume. A cut-off value of 68.61% of enhancing volume was used to stratify the cohort into two groups (≤68.61% and > 68.61%). Univariable and multivariable cox regressions were used to analyze the prognostic factors of OS and intracranial progression-free survival (iPFS). Results The level of enhancing tumor volume achieved statistical significance in univariable and multivariable analysis for OS (univariable: P = 0.005, hazard ratio [HR] = 0.375, 95% confidence interval [CI] = 0.168–0.744; multivariable: P = 0.006, HR = 0.376, 95% CI = 0.186–0.757). Patients with high-level enhancement (>68.61% enhancing lesion volume) survived significantly longer (4.9 vs. 10.2 months) and showed significantly longer iPFS rates (univariable: P < 0.001, HR = 0.046, 95% CI = 0.009–0.245). Conclusions Patients with lesions that show a higher percentage of enhancement in pre-treatment MRI demonstrated improved iPFS and OS compared to those with mainly hypo-enhancing lesions. Lesion enhancement may be a radiomic marker, useful in prognostic indices for survival prediction, in patients with singular BM.

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
yznfly应助小伏采纳,获得30
1秒前
完美世界应助111采纳,获得10
1秒前
xc发布了新的文献求助30
3秒前
3秒前
77发布了新的文献求助20
3秒前
还不回家完成签到,获得积分20
3秒前
韩嘉琦发布了新的文献求助10
4秒前
damie完成签到 ,获得积分10
4秒前
111发布了新的文献求助10
4秒前
MWY发布了新的文献求助10
6秒前
mumu发布了新的文献求助10
6秒前
王睛发布了新的文献求助10
6秒前
Xxxxyg发布了新的文献求助10
6秒前
6秒前
7秒前
务实大雁发布了新的文献求助10
7秒前
8秒前
8秒前
科研通AI6应助子木采纳,获得10
10秒前
orixero应助还不回家采纳,获得10
10秒前
天明完成签到,获得积分10
11秒前
11秒前
11秒前
Rando发布了新的文献求助10
12秒前
Cecilia发布了新的文献求助10
12秒前
小伏发布了新的文献求助10
13秒前
大模型应助lxl220采纳,获得10
13秒前
哈哈完成签到,获得积分10
14秒前
共享精神应助碎碎采纳,获得10
14秒前
杨三多发布了新的文献求助10
14秒前
15秒前
15秒前
16秒前
16秒前
sakyadamo发布了新的文献求助10
17秒前
17秒前
17秒前
无情的嫣娆完成签到,获得积分10
19秒前
fengzi151发布了新的文献求助100
19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
Encyclopedia of Reproduction Third Edition 3000
Comprehensive Methanol Science Production, Applications, and Emerging Technologies 2000
化妆品原料学 1000
Psychology of Self-Regulation 800
1st Edition Sports Rehabilitation and Training Multidisciplinary Perspectives By Richard Moss, Adam Gledhill 600
Red Book: 2024–2027 Report of the Committee on Infectious Diseases 500
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5642076
求助须知:如何正确求助?哪些是违规求助? 4758001
关于积分的说明 15016141
捐赠科研通 4800531
什么是DOI,文献DOI怎么找? 2566119
邀请新用户注册赠送积分活动 1524226
关于科研通互助平台的介绍 1483901