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
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
汉堡包应助科研通管家采纳,获得10
1秒前
领导范儿应助科研通管家采纳,获得20
1秒前
科目三应助科研通管家采纳,获得10
1秒前
科研通AI5应助科研通管家采纳,获得10
1秒前
1秒前
共享精神应助科研通管家采纳,获得10
1秒前
充电宝应助科研通管家采纳,获得10
1秒前
半柚发布了新的文献求助10
2秒前
含糊的灵雁完成签到,获得积分10
2秒前
4秒前
羲月发布了新的文献求助10
8秒前
小透明发布了新的文献求助20
13秒前
14秒前
李爱国应助氢气采纳,获得10
16秒前
盛夏如花发布了新的文献求助20
16秒前
嗒嗒小医生关注了科研通微信公众号
18秒前
昨日无风发布了新的文献求助30
19秒前
20秒前
白色城堡发布了新的文献求助10
24秒前
24秒前
27秒前
27秒前
斯文败类应助昨日无风采纳,获得10
28秒前
在喝咖啡ing完成签到,获得积分10
30秒前
阿清完成签到 ,获得积分10
31秒前
杨沛儒发布了新的文献求助10
31秒前
萝卜完成签到 ,获得积分10
34秒前
zhao发布了新的文献求助10
34秒前
SOBER刘晗完成签到 ,获得积分10
35秒前
35秒前
40秒前
pluto应助盛夏如花采纳,获得10
42秒前
44秒前
polaris完成签到,获得积分10
44秒前
46秒前
46秒前
46秒前
情怀应助小向1993采纳,获得30
47秒前
49秒前
良辰发布了新的文献求助30
49秒前
高分求助中
【此为提示信息,请勿应助】请按要求发布求助,避免被关 20000
Les Mantodea de Guyane Insecta, Polyneoptera 2500
Computational Atomic Physics for Kilonova Ejecta and Astrophysical Plasmas 500
Technologies supporting mass customization of apparel: A pilot project 450
Cybersecurity Blueprint – Transitioning to Tech 400
Mixing the elements of mass customisation 400
Периодизация спортивной тренировки. Общая теория и её практическое применение 310
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 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3782342
求助须知:如何正确求助?哪些是违规求助? 3327852
关于积分的说明 10233274
捐赠科研通 3042733
什么是DOI,文献DOI怎么找? 1670153
邀请新用户注册赠送积分活动 799658
科研通“疑难数据库(出版商)”最低求助积分说明 758876