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
xiancdc完成签到,获得积分10
1秒前
1秒前
4秒前
辣椒油发布了新的文献求助10
7秒前
隐形曼青应助科研狼小白采纳,获得10
8秒前
10秒前
12秒前
干净的琦应助liuzhanyu采纳,获得30
13秒前
14秒前
2032jia完成签到,获得积分10
15秒前
科研通AI6.4应助Jayavi采纳,获得30
17秒前
用脚逃跑发布了新的文献求助10
18秒前
CEJ完成签到,获得积分10
23秒前
优秀的方盒完成签到 ,获得积分10
23秒前
辣椒油完成签到,获得积分10
24秒前
kelsiwang发布了新的文献求助100
25秒前
科目三应助sharon采纳,获得10
27秒前
FashionBoy应助jingyunana采纳,获得10
27秒前
JXDYYZK完成签到,获得积分0
28秒前
29秒前
紫岚发布了新的文献求助20
29秒前
科研通AI6.4应助WFZ采纳,获得10
29秒前
Aliangkou完成签到,获得积分10
31秒前
ding应助麻辣小龙虾采纳,获得10
31秒前
dy应助fangsci采纳,获得10
32秒前
32秒前
33秒前
着急的棉花糖完成签到,获得积分10
34秒前
34秒前
lilivite应助Mengziyang采纳,获得20
34秒前
范范完成签到,获得积分10
35秒前
JIA发布了新的文献求助10
37秒前
37秒前
hu完成签到 ,获得积分10
38秒前
丘比特应助NinjiaQiu采纳,获得10
38秒前
chl发布了新的文献求助10
38秒前
pan发布了新的文献求助10
39秒前
40秒前
852应助沉静高山采纳,获得10
40秒前
40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
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
信任代码:AI 时代的传播重构 450
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 6358114
求助须知:如何正确求助?哪些是违规求助? 8172565
关于积分的说明 17208982
捐赠科研通 5413467
什么是DOI,文献DOI怎么找? 2865115
邀请新用户注册赠送积分活动 1842652
关于科研通互助平台的介绍 1690736