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
刚刚
阿洋发布了新的文献求助10
刚刚
李玉玲发布了新的文献求助10
1秒前
小白果果完成签到,获得积分10
1秒前
1秒前
hzh关注了科研通微信公众号
1秒前
1秒前
Maestro_S发布了新的文献求助10
1秒前
1秒前
1秒前
静123发布了新的文献求助10
2秒前
FashionBoy应助白桦林采纳,获得10
2秒前
yxq完成签到,获得积分20
3秒前
领导范儿应助标致的mm采纳,获得10
3秒前
可爱的函函应助1233采纳,获得10
4秒前
4秒前
4秒前
yufanhui完成签到,获得积分0
4秒前
英俊的铭应助开朗的宝川采纳,获得10
5秒前
Toma完成签到,获得积分10
5秒前
orixero应助外向的梦安采纳,获得10
5秒前
5秒前
敖江风云完成签到,获得积分0
6秒前
6秒前
HHMTT完成签到,获得积分10
6秒前
yu发布了新的文献求助10
6秒前
6秒前
wesley完成签到 ,获得积分10
7秒前
科研通AI6.1应助素月分辉采纳,获得10
7秒前
7秒前
7秒前
qing发布了新的文献求助10
8秒前
8秒前
星辰大海应助梦梦采纳,获得10
8秒前
8秒前
乐乐应助媚颜采纳,获得10
8秒前
花椒小透明完成签到,获得积分10
9秒前
9秒前
9秒前
量子星尘发布了新的文献求助30
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
Introduction to strong mixing conditions volume 1-3 5000
Agyptische Geschichte der 21.30. Dynastie 3000
„Semitische Wissenschaften“? 1510
从k到英国情人 1500
Cummings Otolaryngology Head and Neck Surgery 8th Edition 800
Real World Research, 5th Edition 800
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 5760209
求助须知:如何正确求助?哪些是违规求助? 5523899
关于积分的说明 15396860
捐赠科研通 4897047
什么是DOI,文献DOI怎么找? 2634010
邀请新用户注册赠送积分活动 1582088
关于科研通互助平台的介绍 1537582