Added value of histogram analysis of intravoxel incoherent motion and diffusion kurtosis imaging for the evaluation of complete response to neoadjuvant therapy in locally advanced rectal cancer

盒内非相干运动 医学 峰度 磁共振弥散成像 结直肠癌 核医学 接收机工作特性 放射科 新辅助治疗 磁共振成像 癌症 内科学 乳腺癌 统计 数学
作者
Lan Zhang,Ziwei Jin,Fan Yang,Yiwan Guo,Yuan Liu,Man Chen,Si Xu,Zhenyu Lin,Peng Sun,Ming Yang,Peng Zhang,Kaixiong Tao,Tao Zhang,Xin Li,Chuansheng Zheng
出处
期刊:European Radiology [Springer Science+Business Media]
标识
DOI:10.1007/s00330-024-11081-z
摘要

Abstract Objective To evaluate how intravoxel incoherent motion (IVIM) and diffusion kurtosis imaging (DKI) histogram analysis contribute to assessing complete response (CR) to neoadjuvant therapy (NAT) in locally advanced rectal cancer (LARC). Material and methods In this prospective study, participants with LARC, who underwent NAT and subsequent surgery, with adequate MR image quality, were enrolled from November 2021 to March 2023. Conventional MRI (T2WI and DWI), IVIM, and DKI were performed before NAT (pre-NAT) and within two weeks before surgery (post-NAT). Image evaluation was independently performed by two experienced radiologists. Pathological complete response (pCR) was used as the reference standard. An IVIM–DKI-added model (a combination of IVIM and DKI histogram parameters with T2WI and DWI) was constructed. Receiver operating characteristic (ROC) curves were generated to evaluate the diagnostic performance of conventional MRI and the IVIM–DKI-added model. Results A total of 59 participants (median age: 58.00 years [IQR: 52.00, 62.00]; 38 [64%] men) were evaluated, including 21 pCR and 38 non-pCR cases. The histogram parameters of DKI, including skewness of kurtosis post-NAT (post- K Skewness ) and root mean squared of change ratio of diffusivity (Δ% D DKI-root mean squared ), were entered into the IVIM–DKI-added model. The area under the ROC curve (AUC) of the IVIM–DKI-added model for assessing CR to NAT was significantly higher than that of conventional MRI (0.855 [95% CI: 0.749–0.960] vs 0.685 [95% CI: 0.565–0.806], p < 0.001). Conclusion IVIM and DKI provide added value in the evaluation of CR to NAT in LARC. Key Points Question The current conventional imaging evaluation system lacks adequacy for assessing CR to NAT in LARC . Findings Significantly improved diagnostic performance was observed with the histogram analysis of IVIM and DKI in conjunction with conventional MRI . Clinical relevance IVIM and DKI provide significant value in evaluating CR to NAT in LARC, which bears significant implications for reducing surgical complications and facilitating organ preservation .
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
谨慎的雨梅完成签到,获得积分20
刚刚
1秒前
五木完成签到,获得积分10
3秒前
4秒前
HORSE047发布了新的文献求助10
5秒前
零下负七完成签到,获得积分10
5秒前
5秒前
IanYoung71发布了新的文献求助10
7秒前
8秒前
9秒前
9秒前
9秒前
浩哥要strong完成签到,获得积分20
11秒前
ding应助喜悦的斓采纳,获得10
13秒前
烂漫的筮发布了新的文献求助10
14秒前
Nicole发布了新的文献求助10
14秒前
鱿鱼发布了新的文献求助10
15秒前
ll应助abaaba采纳,获得10
15秒前
leotao完成签到,获得积分10
15秒前
17秒前
IanYoung71完成签到,获得积分10
18秒前
18秒前
风清扬应助无非一念采纳,获得10
18秒前
超级飞侠发布了新的文献求助10
20秒前
小二郎应助啦啦啦采纳,获得10
20秒前
20秒前
sleepinclouds发布了新的文献求助50
21秒前
念姬发布了新的文献求助10
21秒前
22秒前
22秒前
ll应助大家好采纳,获得10
23秒前
波比冰苏打完成签到,获得积分10
25秒前
25秒前
25秒前
Nicole完成签到,获得积分10
26秒前
田様应助超级友蕊采纳,获得10
26秒前
喜悦的斓发布了新的文献求助10
27秒前
搜集达人应助鱿鱼采纳,获得10
27秒前
偶然的风41177完成签到,获得积分10
29秒前
云鲲发布了新的文献求助10
30秒前
高分求助中
A new approach to the extrapolation of accelerated life test data 1000
Cognitive Neuroscience: The Biology of the Mind 1000
Technical Brochure TB 814: LPIT applications in HV gas insulated switchgear 1000
Immigrant Incorporation in East Asian Democracies 500
Nucleophilic substitution in azasydnone-modified dinitroanisoles 500
不知道标题是什么 500
A Preliminary Study on Correlation Between Independent Components of Facial Thermal Images and Subjective Assessment of Chronic Stress 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 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3966444
求助须知:如何正确求助?哪些是违规求助? 3511885
关于积分的说明 11160462
捐赠科研通 3246599
什么是DOI,文献DOI怎么找? 1793425
邀请新用户注册赠送积分活动 874451
科研通“疑难数据库(出版商)”最低求助积分说明 804388