{"title":"评估直肠癌新辅助放化疗后淋巴结再分化的MRI形态学特征。","authors":"Hengxiao Hu, Jing Xu, Xiaowen Xie, Chenyi Xie, Kuanhong Wang, Yingying Guo, Liujun Yi, Xin Chen","doi":"10.1016/j.acra.2025.05.004","DOIUrl":null,"url":null,"abstract":"<p><strong>Rationale and objectives: </strong>Accurate lymph node (LN) restaging after neoadjuvant chemoradiotherapy (nCRT) is critical for guiding subsequent treatment decisions in patients with rectal cancer. The currently recommended European Society of Gastrointestinal and Abdominal Radiology (ESGAR) method has shown limited accuracy. This study aimed to evaluate the diagnostic performance of specific MRI morphological features for LN restaging post-nCRT and to develop a reliable, clinically applicable imaging-based assessment method.</p><p><strong>Materials and methods: </strong>In this retrospective multi-center study, one training cohort and two external validation cohorts were included. MRI morphological features were assessed for their association with pathological LN status using χ² tests and multivariable logistic regression. Diagnostic performance was evaluated using the area under the receiver operating characteristic curve (AUC). Interobserver agreement was evaluated using Cohen κ coefficient and the intraclass correlation coefficient (ICC [1,1]).</p><p><strong>Results: </strong>Among 238 patients in the training cohort, 64 (26%) had pathologically confirmed positive LNs. Multivariate analysis revealed that signal homogeneity (odds ratio [OR], 3.23; P=.02), interruption of vessels (OR, 6.97; P=.001), and tail sign (OR, 4.02; P=.002) were independent predictors of positive LN status. The developed \"Three-features method\" (positive if any two features were present) achieved an AUC of 0.83, with 69% sensitivity, 86% specificity, and 82% overall accuracy-significantly outperforming the ESGAR method (AUC=0.68). External validation showed consistent diagnostic performance (AUC=0.74 and 0.77).</p><p><strong>Conclusion: </strong>The integration of signal homogeneity, interruption of vessels, and tail sign into a combined MRI-based \"Three-features method\" significantly improves the accuracy of LN restaging after nCRT compared to ESGAR method.</p>","PeriodicalId":50928,"journal":{"name":"Academic Radiology","volume":" ","pages":""},"PeriodicalIF":3.8000,"publicationDate":"2025-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"MRI Morphological Features for Assessing Lymph Node Restaging in Rectal Cancer After Neoadjuvant Chemoradiotherapy.\",\"authors\":\"Hengxiao Hu, Jing Xu, Xiaowen Xie, Chenyi Xie, Kuanhong Wang, Yingying Guo, Liujun Yi, Xin Chen\",\"doi\":\"10.1016/j.acra.2025.05.004\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Rationale and objectives: </strong>Accurate lymph node (LN) restaging after neoadjuvant chemoradiotherapy (nCRT) is critical for guiding subsequent treatment decisions in patients with rectal cancer. The currently recommended European Society of Gastrointestinal and Abdominal Radiology (ESGAR) method has shown limited accuracy. This study aimed to evaluate the diagnostic performance of specific MRI morphological features for LN restaging post-nCRT and to develop a reliable, clinically applicable imaging-based assessment method.</p><p><strong>Materials and methods: </strong>In this retrospective multi-center study, one training cohort and two external validation cohorts were included. MRI morphological features were assessed for their association with pathological LN status using χ² tests and multivariable logistic regression. Diagnostic performance was evaluated using the area under the receiver operating characteristic curve (AUC). Interobserver agreement was evaluated using Cohen κ coefficient and the intraclass correlation coefficient (ICC [1,1]).</p><p><strong>Results: </strong>Among 238 patients in the training cohort, 64 (26%) had pathologically confirmed positive LNs. Multivariate analysis revealed that signal homogeneity (odds ratio [OR], 3.23; P=.02), interruption of vessels (OR, 6.97; P=.001), and tail sign (OR, 4.02; P=.002) were independent predictors of positive LN status. The developed \\\"Three-features method\\\" (positive if any two features were present) achieved an AUC of 0.83, with 69% sensitivity, 86% specificity, and 82% overall accuracy-significantly outperforming the ESGAR method (AUC=0.68). External validation showed consistent diagnostic performance (AUC=0.74 and 0.77).</p><p><strong>Conclusion: </strong>The integration of signal homogeneity, interruption of vessels, and tail sign into a combined MRI-based \\\"Three-features method\\\" significantly improves the accuracy of LN restaging after nCRT compared to ESGAR method.</p>\",\"PeriodicalId\":50928,\"journal\":{\"name\":\"Academic Radiology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.8000,\"publicationDate\":\"2025-05-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Academic Radiology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1016/j.acra.2025.05.004\",\"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}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Academic Radiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1016/j.acra.2025.05.004","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}
MRI Morphological Features for Assessing Lymph Node Restaging in Rectal Cancer After Neoadjuvant Chemoradiotherapy.
Rationale and objectives: Accurate lymph node (LN) restaging after neoadjuvant chemoradiotherapy (nCRT) is critical for guiding subsequent treatment decisions in patients with rectal cancer. The currently recommended European Society of Gastrointestinal and Abdominal Radiology (ESGAR) method has shown limited accuracy. This study aimed to evaluate the diagnostic performance of specific MRI morphological features for LN restaging post-nCRT and to develop a reliable, clinically applicable imaging-based assessment method.
Materials and methods: In this retrospective multi-center study, one training cohort and two external validation cohorts were included. MRI morphological features were assessed for their association with pathological LN status using χ² tests and multivariable logistic regression. Diagnostic performance was evaluated using the area under the receiver operating characteristic curve (AUC). Interobserver agreement was evaluated using Cohen κ coefficient and the intraclass correlation coefficient (ICC [1,1]).
Results: Among 238 patients in the training cohort, 64 (26%) had pathologically confirmed positive LNs. Multivariate analysis revealed that signal homogeneity (odds ratio [OR], 3.23; P=.02), interruption of vessels (OR, 6.97; P=.001), and tail sign (OR, 4.02; P=.002) were independent predictors of positive LN status. The developed "Three-features method" (positive if any two features were present) achieved an AUC of 0.83, with 69% sensitivity, 86% specificity, and 82% overall accuracy-significantly outperforming the ESGAR method (AUC=0.68). External validation showed consistent diagnostic performance (AUC=0.74 and 0.77).
Conclusion: The integration of signal homogeneity, interruption of vessels, and tail sign into a combined MRI-based "Three-features method" significantly improves the accuracy of LN restaging after nCRT compared to ESGAR method.
期刊介绍:
Academic Radiology publishes original reports of clinical and laboratory investigations in diagnostic imaging, the diagnostic use of radioactive isotopes, computed tomography, positron emission tomography, magnetic resonance imaging, ultrasound, digital subtraction angiography, image-guided interventions and related techniques. It also includes brief technical reports describing original observations, techniques, and instrumental developments; state-of-the-art reports on clinical issues, new technology and other topics of current medical importance; meta-analyses; scientific studies and opinions on radiologic education; and letters to the Editor.