Is simultaneous multi-slice readout-segmented echo-planar imaging valuable for predicting molecular subtypes of breast cancer?

医学 乳腺癌 核医学 接收机工作特性 有效扩散系数 乳房磁振造影 曼惠特尼U检验 百分位 癌症 淋巴结 磁共振成像 放射科 乳腺摄影术 病理 内科学 统计 数学
作者
Xue Li,Hong Zhu,Kun Sun,Weimin Chai,Caixia Fu,Fuhua Yan
出处
期刊:European Journal of Radiology [Elsevier]
卷期号:150: 110232-110232 被引量:2
标识
DOI:10.1016/j.ejrad.2022.110232
摘要

To investigate the feasibility of simultaneous multi-slice readout-segmented diffusion-weighted echo-planar imaging (SMS rs-EPI DWI) in predicting invasive breast cancer molecular subtypes using whole-tumor histogram and texture analyses.In our retrospective study, 125 patients (mean age, 52.81 ± 12.01 years; range, 24-84 years) with single invasive breast cancer who underwent preoperative MRI with SMS rs-EPI DWI and surgery at our institution were included. Two radiologists independently performed whole-tumor histogram and texture analyses on the apparentdiffusioncoefficient (ADC) map of SMS rs-EPI DWI (TR, 3800.0 ms; TE 90.0 ms; field of view, 340 mm × 206 mm; in-plane matrix, 244 × 148; section thickness, 5 mm; readout segments, 5, b = 0, 800 s/mm2; scan time, 3 mins; slice acceleration factor, 2). The Mann-Whitney U test or Kruskal-Wallis test were used to compare histogram and texture parameters to assess their potential in differentiating molecular subtypes of breast cancer and predicting axillary lymph node status. Receiver operating characteristic (ROC) curves were generated for parameters with significant differences, and the area under the curve (AUC), sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated.Compared to luminal A breast cancer, the HER2-positive breast cancer subtype showed higher ADC_95th percentile values (p = 0.016). In addition, HER2-positive breast cancer yielded significantly higher ADC_mean (p = 0.025), ADC_median (p = 0.025), and ADC_5th percentile (p = 0.041) values than luminal B breast cancer. The ADC_skewness value was higher for triple-negative breast cancer (TNBC) than Luminal A breast cancer (p = 0.021). The difference in ADC_mean, ADC_median, ADC_5th percentile and ADC_95th percentile values between the HER2-positive breast cancer and luminal types was statistically significant, with a combined AUC for these parameters of 0.762 (sensitivity 72.41%, specificity 75.00%, PPV 27.27 %, and NPV 95.45 %). The ADC_skewness value for TNBC was higher than for luminal types (p = 0.012) and yielded an AUC value of 0.688 (sensitivity 96.15%, specificity 36.78%, PPV 31.25%, and NPV 96.97 %). Additionally, significantly higher ADC_skewness and ADC_95th percentile values (p = 0.003, 0.002, respectively) were reported for non-luminal types than luminal types yielding a combined AUC value of 0.712 (sensitivity 92.11%, and specificity 50.23%, PPV 41.18%, and NPV 92.50%). The AUC value for ADC_5th percentile for axillary lymph node status prediction was 0.659 (sensitivity 65.38%, specificity of 64.86%).The whole-tumor histogram and texture analyses parameters based on SMS rs-EPI DWI may provide biological information on aggressive molecular subtypes of breast cancer. In addition, ADC_5th percentile values were significantly different between lymph node-positive and lymph node-negative breast cancer.
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
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

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
李健的小迷弟应助cc采纳,获得10
1秒前
田様应助zw采纳,获得10
1秒前
1秒前
Ouou发布了新的文献求助10
1秒前
1秒前
1秒前
爱学习的小张完成签到,获得积分10
2秒前
清爽的雨竹完成签到,获得积分10
2秒前
2秒前
式微发布了新的文献求助10
2秒前
qwe123发布了新的文献求助10
2秒前
幸福的绿海完成签到,获得积分20
3秒前
xiaxia完成签到,获得积分10
3秒前
李颜龙完成签到,获得积分10
3秒前
Owen应助幽默从安采纳,获得10
3秒前
优秀橘子完成签到,获得积分10
4秒前
5秒前
量子星尘发布了新的文献求助10
5秒前
5秒前
sow完成签到,获得积分10
5秒前
开放千凝发布了新的文献求助30
5秒前
swgcsqy完成签到,获得积分20
5秒前
完美世界应助LS-GENIUS采纳,获得10
5秒前
6秒前
涅爹完成签到 ,获得积分10
6秒前
6秒前
6秒前
卡布完成签到,获得积分10
7秒前
7秒前
7秒前
北枳完成签到,获得积分10
7秒前
7秒前
8秒前
fantast完成签到,获得积分10
8秒前
swgcsqy发布了新的文献求助10
8秒前
重要问丝完成签到 ,获得积分10
8秒前
8秒前
柔弱的友瑶完成签到,获得积分10
9秒前
PiaoGuo发布了新的文献求助10
9秒前
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
Iron toxicity and hematopoietic cell transplantation: do we understand why iron affects transplant outcome? 2000
List of 1,091 Public Pension Profiles by Region 1021
Teacher Wellbeing: Noticing, Nurturing, Sustaining, and Flourishing in Schools 1000
Efficacy of sirolimus in Klippel-Trenaunay syndrome 500
EEG in Childhood Epilepsy: Initial Presentation & Long-Term Follow-Up 500
Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 物理化学 基因 遗传学 催化作用 冶金 量子力学 光电子学
热门帖子
关注 科研通微信公众号,转发送积分 5479273
求助须知:如何正确求助?哪些是违规求助? 4580889
关于积分的说明 14377069
捐赠科研通 4509384
什么是DOI,文献DOI怎么找? 2471269
邀请新用户注册赠送积分活动 1457785
关于科研通互助平台的介绍 1431619