清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

Assessment of Background Parenchymal Enhancement at Dynamic Contrast-enhanced MRI in Predicting Breast Cancer Recurrence Risk

医学 乳腺癌 逻辑回归 放射科 乳房磁振造影 回顾性队列研究 乳腺摄影术 癌症 外科 内科学
作者
Dooman Arefan,Margarita L. Zuley,Wendie A. Berg,Lu Yang,Jules H. Sumkin,Shandong Wu
出处
期刊:Radiology [Radiological Society of North America]
卷期号:310 (1) 被引量:7
标识
DOI:10.1148/radiol.230269
摘要

Background Background parenchymal enhancement (BPE) at dynamic contrast-enhanced (DCE) MRI of cancer-free breasts increases the risk of developing breast cancer; implications of quantitative BPE in ipsilateral breasts with breast cancer are largely unexplored. Purpose To determine whether quantitative BPE measurements in one or both breasts could be used to predict recurrence risk in women with breast cancer, using the Oncotype DX recurrence score as the reference standard. Materials and Methods This HIPAA-compliant retrospective single-institution study included women diagnosed with breast cancer between January 2007 and January 2012 (development set) and between January 2012 and January 2017 (internal test set). Quantitative BPE was automatically computed using an in-house–developed computer algorithm in both breasts. Univariable logistic regression was used to examine the association of BPE with Oncotype DX recurrence score binarized into high-risk (recurrence score >25) and low- or intermediate-risk (recurrence score ≤25) categories. Models including BPE measures were assessed for their ability to distinguish patients with high risk versus those with low or intermediate risk and the actual recurrence outcome. Results The development set included 127 women (mean age, 58 years ± 10.2 [SD]; 33 with high risk and 94 with low or intermediate risk) with an actual local or distant recurrence rate of 15.7% (20 of 127) at a minimum 10 years of follow-up. The test set included 60 women (mean age, 57.8 years ± 11.6; 16 with high risk and 44 with low or intermediate risk). BPE measurements quantified in both breasts were associated with increased odds of a high-risk Oncotype DX recurrence score (odds ratio range, 1.27–1.66 [95% CI: 1.02, 2.56]; P < .001 to P = .04). Measures of BPE combined with tumor radiomics helped distinguish patients with a high-risk Oncotype DX recurrence score from those with a low- or intermediate-risk score, with an area under the receiver operating characteristic curve of 0.94 in the development set and 0.79 in the test set. For the combined models, the negative predictive values were 0.97 and 0.93 in predicting actual distant recurrence and local recurrence, respectively. Conclusion Ipsilateral and contralateral DCE MRI measures of BPE quantified in patients with breast cancer can help distinguish patients with high recurrence risk from those with low or intermediate recurrence risk, similar to Oncotype DX recurrence score. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Zhou and Rahbar in this issue.
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
zj完成签到 ,获得积分10
12秒前
小天小天完成签到 ,获得积分10
20秒前
潮潮完成签到,获得积分10
20秒前
白昼完成签到 ,获得积分10
28秒前
光亮的青文完成签到 ,获得积分10
29秒前
简单的笑蓝完成签到 ,获得积分10
30秒前
志明312完成签到 ,获得积分10
32秒前
菜鸟学习完成签到 ,获得积分0
36秒前
披着羊皮的狼完成签到 ,获得积分0
38秒前
简奥斯汀完成签到 ,获得积分10
44秒前
烟花应助科研通管家采纳,获得30
45秒前
112完成签到,获得积分10
49秒前
Thunnus001完成签到 ,获得积分10
50秒前
懒得起名字完成签到 ,获得积分10
51秒前
heija完成签到,获得积分10
53秒前
chen完成签到,获得积分10
54秒前
回首不再是少年完成签到,获得积分0
56秒前
欧阳完成签到 ,获得积分10
1分钟前
时尚的访琴完成签到 ,获得积分10
1分钟前
芷日月完成签到 ,获得积分10
1分钟前
1分钟前
1分钟前
潮潮发布了新的文献求助10
1分钟前
科研老兵完成签到,获得积分10
1分钟前
浊轶完成签到 ,获得积分10
1分钟前
十八完成签到 ,获得积分10
2分钟前
飞云完成签到 ,获得积分10
2分钟前
wanghao完成签到 ,获得积分10
2分钟前
潜龙完成签到 ,获得积分10
2分钟前
lph完成签到 ,获得积分10
2分钟前
Owen应助今夜无人入眠采纳,获得10
2分钟前
2分钟前
wayne完成签到 ,获得积分10
2分钟前
wzz发布了新的文献求助10
2分钟前
xiaojinyu完成签到,获得积分10
2分钟前
persist完成签到 ,获得积分10
2分钟前
wzz完成签到,获得积分10
2分钟前
wuju完成签到,获得积分10
3分钟前
3分钟前
3分钟前
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
PowerCascade: A Synthetic Dataset for Cascading Failure Analysis in Power Systems 2000
Picture this! Including first nations fiction picture books in school library collections 1000
Signals, Systems, and Signal Processing 610
Unlocking Chemical Thinking: Reimagining Chemistry Teaching and Learning 555
Photodetectors: From Ultraviolet to Infrared 500
Cancer Targets: Novel Therapies and Emerging Research Directions (Part 1) 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 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6358906
求助须知:如何正确求助?哪些是违规求助? 8172953
关于积分的说明 17211416
捐赠科研通 5413894
什么是DOI,文献DOI怎么找? 2865319
邀请新用户注册赠送积分活动 1842737
关于科研通互助平台的介绍 1690806