Model‐Free and Model‐based Parameters Derived From CAIPIRINHA‐Dixon‐TWIST‐VIBE DCE‐MRI: Associations With Prognostic Factors and Molecular Subtypes of Invasive Ductal Breast Cancer

扭转 乳腺癌 医学 肿瘤科 内科学 病理 癌症研究 癌症 放射科 数学 几何学
作者
Tianwen Xie,Tingting Jiang,Qiufeng Zhao,Caixia Fu,Dominik Nickel,Weijun Peng,Yajia Gu
出处
期刊:Journal of Magnetic Resonance Imaging [Wiley]
卷期号:58 (1): 81-92 被引量:3
标识
DOI:10.1002/jmri.28533
摘要

CAIPIRINHA-Dixon-TWIST-VIBE (CDTV) dynamic contrast-enhanced MRI (DCE-MRI) can be used to characterize breast cancer. However, the influence of the clinicopathologic factors and molecular subtypes of invasive breast carcinoma (IDC) on the model-free and model-based parameters has not been investigated.To compare model-free and model-based parameters of CDTV DCE-MRI with both clinicopathologic factors and molecular subtypes of IDC.Prospective.A total of 152 patients (mean age, 52 years) with IDC including 42 luminal A, 64 luminal B, 22 human epidermal growth factor receptor-2 (HER2) positive, and 24 triple-negative subtypes.A 3 T; turbo-FLASH, Dixon VIBE, and CDTV.Model-free parameters (initial enhancement rate [IER] and maximum slope [MS]) were estimated from the time-intensity curve. The mean, minimum, maximum, and range between the minimum and maximum values of inline model-based parameters (Ktrans , kep , and ve ) were measured to assess intratumoral heterogeneity of IDC lesions.Student's t tests, Mann-Whitney U tests, Kruskal-Wallis tests, post hoc Steel-Dwass tests, and receiver operating characteristic (ROC) curves. P < 0.05 was considered significant.No significant differences in IER and MS values were seen among the clinicopathologic factors and molecular subtypes (Bonferroni-corrected P = 0.011-0.862, P = 0.145-0.601, respectively). The minimum kep values in HER2-positive IDC were significantly lower than those in HER2-negative IDC. The mean and range kep values were independent predictors for distinguishing the high (grade 3) and low (grade 1 or 2) nuclear grade groups according to multivariable analyses. The post hoc test showed that the kep minimum and kep range values were significantly different between luminal A and HER2-positive tumor subtypes, yielding an area-under-the-curve of 0.820.Compared with the model-free parameters, inline kep related model-based parameters on CDTV DCE-MRI can be applied as a feasible tool to differentiate luminal A from HER2-positive breast cancers.2.Stage 2.

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
桐桐应助June17采纳,获得10
刚刚
刚刚
瘦瘦慕梅发布了新的文献求助10
1秒前
1秒前
科研通AI6.2应助溏心蛋采纳,获得10
2秒前
平淡亦竹完成签到,获得积分20
3秒前
Hello应助小牛采纳,获得10
3秒前
zhongxia完成签到 ,获得积分10
3秒前
七听应助Stella采纳,获得100
3秒前
4秒前
凡平发布了新的文献求助10
5秒前
谷高高发布了新的文献求助10
5秒前
Ban发布了新的文献求助10
6秒前
8秒前
梧桐完成签到,获得积分10
8秒前
8秒前
pcyang完成签到,获得积分10
9秒前
Ava应助学术垃圾制造者采纳,获得10
9秒前
pipixia完成签到,获得积分10
10秒前
打打应助dengdengdeng采纳,获得10
10秒前
Shayulajiao完成签到,获得积分10
10秒前
11秒前
acacxhm7完成签到 ,获得积分10
11秒前
可靠寒云完成签到,获得积分10
11秒前
大水裁缝发布了新的文献求助10
11秒前
11秒前
11秒前
12秒前
12秒前
sc593完成签到,获得积分10
12秒前
12秒前
132分vs大师完成签到,获得积分10
13秒前
无情芷珊发布了新的文献求助10
14秒前
14秒前
陶1122发布了新的文献求助10
15秒前
万能图书馆应助Ban采纳,获得10
15秒前
科研孙发布了新的文献求助10
15秒前
15秒前
zzy完成签到,获得积分10
15秒前
16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
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
核安全综合知识2024版 500
Photothermal Science and Techniques 500
Digital Displacement Hydrostatic Transmission for Rotorcraft and Distributed Propulsion 500
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 7707755
求助须知:如何正确求助?哪些是违规求助? 9265209
关于积分的说明 20053372
捐赠科研通 7284216
什么是DOI,文献DOI怎么找? 3296106
关于科研通互助平台的介绍 2451002
邀请新用户注册赠送积分活动 2303106