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

IF 4.7 2区 医学 Q1 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING European Radiology Pub Date : 2024-09-19 DOI:10.1007/s00330-024-11081-z
Lan Zhang, Ziwei Jin, Fan Yang, Yiwan Guo, Yuan Liu, Manman Chen, Si Xu, Zhenyu Lin, Peng Sun, Ming Yang, Peng Zhang, Kaixiong Tao, Tao Zhang, Xin Li, Chuansheng Zheng
{"title":"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","authors":"Lan Zhang, Ziwei Jin, Fan Yang, Yiwan Guo, Yuan Liu, Manman Chen, Si Xu, Zhenyu Lin, Peng Sun, Ming Yang, Peng Zhang, Kaixiong Tao, Tao Zhang, Xin Li, Chuansheng Zheng","doi":"10.1007/s00330-024-11081-z","DOIUrl":null,"url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Objective</h3><p>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).</p><h3 data-test=\"abstract-sub-heading\">Material and methods</h3><p>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.</p><h3 data-test=\"abstract-sub-heading\">Results</h3><p>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-<i>K</i><sub>Skewness</sub>) and root mean squared of change ratio of diffusivity (Δ%<i>D</i><sub>DKI-root mean squared</sub>), 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], <i>p</i> &lt; 0.001).</p><h3 data-test=\"abstract-sub-heading\">Conclusion</h3><p>IVIM and DKI provide added value in the evaluation of CR to NAT in LARC.</p><h3 data-test=\"abstract-sub-heading\">Key Points</h3><p><b><i>Question</i></b> <i>The current conventional imaging evaluation system lacks adequacy for assessing CR to NAT in LARC</i>.</p><p><b><i>Findings</i></b> <i>Significantly improved diagnostic performance was observed with the histogram analysis of IVIM and DKI in conjunction with conventional MRI</i>.</p><p><b><i>Clinical relevance</i></b> <i>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</i>.</p>","PeriodicalId":12076,"journal":{"name":"European Radiology","volume":null,"pages":null},"PeriodicalIF":4.7000,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Radiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s00330-024-11081-z","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0

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-KSkewness) and root mean squared of change ratio of diffusivity (Δ%DDKI-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.

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
体外非相干运动和弥散峰度成像直方图分析在评估局部晚期直肠癌新辅助治疗完全反应中的附加价值
目的评估体素内不连贯运动(IVIM)和弥散峰度成像(DKI)直方图分析如何有助于评估局部晚期直肠癌(LARC)对新辅助治疗(NAT)的完全反应(CR)。在 NAT 前(NAT 前)和手术前两周内(NAT 后)进行了常规 MRI(T2WI 和 DWI)、IVIM 和 DKI 检查。图像评估由两名经验丰富的放射科医生独立完成。病理完全反应(pCR)作为参考标准。建立了 IVIM-DKI 添加模型(IVIM 和 DKI 直方图参数与 T2WI 和 DWI 的组合)。结果 共评估了 59 名参与者(中位年龄:58.00 岁 [IQR:52.00,62.00];38 [64%]名男性),包括 21 例 pCR 和 38 例非 pCR 病例。DKI的直方图参数,包括NAT后的峰度偏斜度(post-KSkewness)和扩散率变化比的均方根(Δ%DKI-均方根),都被输入到IVIM-DKI-附加模型中。IVIM-DKI-added 模型评估 CR 至 NAT 的 ROC 曲线下面积 (AUC) 明显高于传统 MRI(0.855 [95% CI: 0.749-0.960] vs 0.685 [95% CI: 0.565-0.806], p < 0.001)。临床意义 IVIM 和 DKI 在评估 LARC 中 NAT 的 CR 方面具有重要价值,对减少手术并发症和促进器官保存具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
European Radiology
European Radiology 医学-核医学
CiteScore
11.60
自引率
8.50%
发文量
874
审稿时长
2-4 weeks
期刊介绍: European Radiology (ER) continuously updates scientific knowledge in radiology by publication of strong original articles and state-of-the-art reviews written by leading radiologists. A well balanced combination of review articles, original papers, short communications from European radiological congresses and information on society matters makes ER an indispensable source for current information in this field. This is the Journal of the European Society of Radiology, and the official journal of a number of societies. From 2004-2008 supplements to European Radiology were published under its companion, European Radiology Supplements, ISSN 1613-3749.
期刊最新文献
Reply to Letter to the Editor: "Ultra-low-dose vs. standard-of-care-dose CT of the chest in patients with post-COVID-19 conditions-a prospective intra-patient multi-reader study". Interval breast cancer rates for tomosynthesis vs mammography population screening: a systematic review and meta-analysis of prospective studies. Letter to the Editor: "Ultra-low-dose vs standard-of-care-dose CT of the chest in patients with post-COVID-19 conditions-a prospective intra-patient multi-reader study". Alveolar membrane and capillary function in COVID-19 convalescents: insights from chest MRI. High-performance presurgical differentiation of glioblastoma and metastasis by means of multiparametric neurite orientation dispersion and density imaging (NODDI) radiomics.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1