S M Schouten Sammy, D Lewis Daniel, S Cornelissen Stefan, K Li Ka-Loh, X Zhu Xiaoping, M C Maas Marnix, S Pegge Sjoert, T T G Jansen Thijs, J J S Mulder Jef, J J Waterval Jérôme, A A Postma Alida, O Pathmanaban Omar, D J Coope David, J M M Derks Jolanda, P P J H Langenhuizen Patrick, A T King Andrew, J B Verheul Jeroen, H P M Kunst Dirk
{"title":"动态对比增强和弥散加权磁共振成像预测散发性前庭裂神经瘤的肿瘤生长:一项前瞻性研究。","authors":"S M Schouten Sammy, D Lewis Daniel, S Cornelissen Stefan, K Li Ka-Loh, X Zhu Xiaoping, M C Maas Marnix, S Pegge Sjoert, T T G Jansen Thijs, J J S Mulder Jef, J J Waterval Jérôme, A A Postma Alida, O Pathmanaban Omar, D J Coope David, J M M Derks Jolanda, P P J H Langenhuizen Patrick, A T King Andrew, J B Verheul Jeroen, H P M Kunst Dirk","doi":"10.1093/neuonc/noae252","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Advanced MR imaging, such as diffusion-weighted (DWI) and dynamic contrast-enhanced (DCE) imaging, may provide valuable non-invasive information on intrinsic tumor biology. This study aims to evaluate apparent diffusion coefficient (ADC) and DCE-MRI-derived microvascular parameter values (Ktrans, ve, and vp) as potential imaging predictors for future sporadic vestibular schwannoma (VS) growth.</p><p><strong>Methods: </strong>In this prospective cohort study, patients with newly diagnosed unilateral sporadic VS and an initial wait-and-scan strategy were enrolled between January 2021 and January 2023. Patients underwent a single timepoint comprehensive MRI protocol, including DWI and DCE-MRI sequences. The estimated values of ADC, Ktrans, ve, and vp were calculated using established pipelines on a voxelwise basis within the delineated tumor region of interest. Associations of the estimated parameter values with volumetric growth were evaluated in uni- and multivariable logistic regression and survival analyses.</p><p><strong>Results: </strong>Of the 110 analyzed patients, 70 (64%) exhibited growth during follow-up. A significant correlation was primarily observed between the DCE-MRI-derived parameters and VS growth. The combination of mean Ktrans (P<0.001) and ve (P<0.001) tumor values provided an internally validated model with an AUC of 0.85 for growth, yielding a sensitivity of 89% and specificity of 73% at the optimized cutoff value. Only the mean ADC values were found to be significantly higher in shrinking tumors (P=0.04).</p><p><strong>Conclusions: </strong>The strongly significant correlation observed between VS growth and Ktrans and ve tumor values indicates great potential of the non-invasive DCE-MRI for individualized VS management in clinical practice. External validation is needed to further substantiate these findings.</p>","PeriodicalId":19377,"journal":{"name":"Neuro-oncology","volume":" ","pages":""},"PeriodicalIF":16.4000,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Dynamic contrast-enhanced and diffusion-weighted MR imaging for predicting tumor growth of sporadic vestibular schwannomas: a prospective study.\",\"authors\":\"S M Schouten Sammy, D Lewis Daniel, S Cornelissen Stefan, K Li Ka-Loh, X Zhu Xiaoping, M C Maas Marnix, S Pegge Sjoert, T T G Jansen Thijs, J J S Mulder Jef, J J Waterval Jérôme, A A Postma Alida, O Pathmanaban Omar, D J Coope David, J M M Derks Jolanda, P P J H Langenhuizen Patrick, A T King Andrew, J B Verheul Jeroen, H P M Kunst Dirk\",\"doi\":\"10.1093/neuonc/noae252\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Advanced MR imaging, such as diffusion-weighted (DWI) and dynamic contrast-enhanced (DCE) imaging, may provide valuable non-invasive information on intrinsic tumor biology. This study aims to evaluate apparent diffusion coefficient (ADC) and DCE-MRI-derived microvascular parameter values (Ktrans, ve, and vp) as potential imaging predictors for future sporadic vestibular schwannoma (VS) growth.</p><p><strong>Methods: </strong>In this prospective cohort study, patients with newly diagnosed unilateral sporadic VS and an initial wait-and-scan strategy were enrolled between January 2021 and January 2023. Patients underwent a single timepoint comprehensive MRI protocol, including DWI and DCE-MRI sequences. The estimated values of ADC, Ktrans, ve, and vp were calculated using established pipelines on a voxelwise basis within the delineated tumor region of interest. Associations of the estimated parameter values with volumetric growth were evaluated in uni- and multivariable logistic regression and survival analyses.</p><p><strong>Results: </strong>Of the 110 analyzed patients, 70 (64%) exhibited growth during follow-up. A significant correlation was primarily observed between the DCE-MRI-derived parameters and VS growth. The combination of mean Ktrans (P<0.001) and ve (P<0.001) tumor values provided an internally validated model with an AUC of 0.85 for growth, yielding a sensitivity of 89% and specificity of 73% at the optimized cutoff value. Only the mean ADC values were found to be significantly higher in shrinking tumors (P=0.04).</p><p><strong>Conclusions: </strong>The strongly significant correlation observed between VS growth and Ktrans and ve tumor values indicates great potential of the non-invasive DCE-MRI for individualized VS management in clinical practice. External validation is needed to further substantiate these findings.</p>\",\"PeriodicalId\":19377,\"journal\":{\"name\":\"Neuro-oncology\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":16.4000,\"publicationDate\":\"2024-11-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Neuro-oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1093/neuonc/noae252\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neuro-oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/neuonc/noae252","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景:先进的磁共振成像,如弥散加权(DWI)和动态对比增强(DCE)成像,可为肿瘤内在生物学提供有价值的非侵入性信息。本研究旨在评估表观弥散系数(ADC)和 DCE-MRI 衍生的微血管参数值(Ktrans、ve 和 vp),作为未来散发性前庭裂隙瘤(VS)生长的潜在影像预测指标:在这项前瞻性队列研究中,在 2021 年 1 月至 2023 年 1 月期间招募了新确诊的单侧散发性前庭神经分裂瘤患者,并采取了初步的等待和扫描策略。患者接受了单时间点综合 MRI 方案,包括 DWI 和 DCE-MRI 序列。ADC、Ktrans、ve 和 vp 的估算值是在划定的肿瘤感兴趣区内使用既定管道按象素计算得出的。在单变量和多变量逻辑回归及生存分析中评估了估计参数值与体积增长的关系:结果:在 110 名接受分析的患者中,有 70 人(64%)在随访期间出现肿瘤生长。主要观察到 DCE-MRI 导出参数与 VS 生长之间存在明显的相关性。平均 Ktrans(PConclusions.)与 VS 生长之间存在明显的相关性:在 VS 生长与 Ktrans 和 ve 肿瘤值之间观察到的强相关性表明,无创 DCE-MRI 在临床实践中对 VS 的个体化管理具有巨大潜力。要进一步证实这些发现,还需要外部验证。
Dynamic contrast-enhanced and diffusion-weighted MR imaging for predicting tumor growth of sporadic vestibular schwannomas: a prospective study.
Background: Advanced MR imaging, such as diffusion-weighted (DWI) and dynamic contrast-enhanced (DCE) imaging, may provide valuable non-invasive information on intrinsic tumor biology. This study aims to evaluate apparent diffusion coefficient (ADC) and DCE-MRI-derived microvascular parameter values (Ktrans, ve, and vp) as potential imaging predictors for future sporadic vestibular schwannoma (VS) growth.
Methods: In this prospective cohort study, patients with newly diagnosed unilateral sporadic VS and an initial wait-and-scan strategy were enrolled between January 2021 and January 2023. Patients underwent a single timepoint comprehensive MRI protocol, including DWI and DCE-MRI sequences. The estimated values of ADC, Ktrans, ve, and vp were calculated using established pipelines on a voxelwise basis within the delineated tumor region of interest. Associations of the estimated parameter values with volumetric growth were evaluated in uni- and multivariable logistic regression and survival analyses.
Results: Of the 110 analyzed patients, 70 (64%) exhibited growth during follow-up. A significant correlation was primarily observed between the DCE-MRI-derived parameters and VS growth. The combination of mean Ktrans (P<0.001) and ve (P<0.001) tumor values provided an internally validated model with an AUC of 0.85 for growth, yielding a sensitivity of 89% and specificity of 73% at the optimized cutoff value. Only the mean ADC values were found to be significantly higher in shrinking tumors (P=0.04).
Conclusions: The strongly significant correlation observed between VS growth and Ktrans and ve tumor values indicates great potential of the non-invasive DCE-MRI for individualized VS management in clinical practice. External validation is needed to further substantiate these findings.
期刊介绍:
Neuro-Oncology, the official journal of the Society for Neuro-Oncology, has been published monthly since January 2010. Affiliated with the Japan Society for Neuro-Oncology and the European Association of Neuro-Oncology, it is a global leader in the field.
The journal is committed to swiftly disseminating high-quality information across all areas of neuro-oncology. It features peer-reviewed articles, reviews, symposia on various topics, abstracts from annual meetings, and updates from neuro-oncology societies worldwide.