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一种用于分析动态对比增强磁共振成像(DCE MRI)数据的新型多模型高空间分辨率方法:来自Ⅱ型神经纤维瘤病前庭神经鞘瘤对抗血管生成治疗反应的见解

A Novel Multi-Model High Spatial Resolution Method for Analysis of DCE MRI Data: Insights from Vestibular Schwannoma Responses to Antiangiogenic Therapy in Type II Neurofibromatosis.

作者信息

Li Ka-Loh, Lewis Daniel, Zhu Xiaoping, Coope David J, Djoukhadar Ibrahim, King Andrew T, Cootes Timothy, Jackson Alan

机构信息

Division of Informatics, Imaging and Data Sciences, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK.

Geoffrey Jefferson Brain Research Centre, University of Manchester, Manchester M13 9PL, UK.

出版信息

Pharmaceuticals (Basel). 2023 Sep 11;16(9):1282. doi: 10.3390/ph16091282.

Abstract

This study aimed to develop and evaluate a new DCE-MRI processing technique that combines LEGATOS, a dual-temporal resolution DCE-MRI technique, with multi-kinetic models. This technique enables high spatial resolution interrogation of flow and permeability effects, which is currently challenging to achieve. Twelve patients with neurofibromatosis type II-related vestibular schwannoma (20 tumours) undergoing bevacizumab therapy were imaged at 1.5 T both before and at 90 days following treatment. Using the new technique, whole-brain, high spatial resolution images of the contrast transfer coefficient (K), vascular fraction (v), extravascular extracellular fraction (v), capillary plasma flow (F), and the capillary permeability-surface area product (PS) could be obtained, and their predictive value was examined. Of the five microvascular parameters derived using the new method, baseline PS exhibited the strongest correlation with the baseline tumour volume ( = 0.03). Baseline v showed the strongest correlation with the change in tumour volume, particularly the percentage tumour volume change at 90 days after treatment ( < 0.001), and PS demonstrated a larger reduction at 90 days after treatment ( = 0.0001) when compared to K or F alone. Both the capillary permeability-surface area product (PS) and the extravascular extracellular fraction (v) significantly differentiated the 'responder' and 'non-responder' tumour groups at 90 days ( < 0.05 and < 0.001, respectively). These results highlight that this novel DCE-MRI analysis approach can be used to evaluate tumour microvascular changes during treatment and the need for future larger clinical studies investigating its role in predicting antiangiogenic therapy response.

摘要

本研究旨在开发并评估一种新的动态对比增强磁共振成像(DCE-MRI)处理技术,该技术将双时间分辨率DCE-MRI技术LEFATOS与多种动力学模型相结合。这种技术能够对血流和通透性效应进行高空间分辨率的研究,而这在目前是具有挑战性的。对12例患有II型神经纤维瘤病相关前庭神经鞘瘤(20个肿瘤)且正在接受贝伐单抗治疗的患者,在治疗前及治疗后90天进行了1.5T磁共振成像。使用这种新技术,可以获得全脑的、高空间分辨率的对比剂转移系数(K)、血管分数(v)、血管外细胞外分数(ve)、毛细血管血浆流量(F)以及毛细血管通透性-表面积乘积(PS)的图像,并对它们的预测价值进行了研究。在使用新方法得出的五个微血管参数中,基线PS与基线肿瘤体积的相关性最强(r = 0.03)。基线v与肿瘤体积变化的相关性最强,尤其是治疗后90天的肿瘤体积变化百分比(p < 0.001),并且与单独的K或F相比,PS在治疗后90天的降低幅度更大(p = 0.0001)。在90天时,毛细血管通透性-表面积乘积(PS)和血管外细胞外分数(ve)均能显著区分“反应者”和“无反应者”肿瘤组(分别为p < 0.05和p < 0.001)。这些结果表明,这种新的DCE-MRI分析方法可用于评估治疗期间肿瘤微血管的变化,以及未来需要进行更大规模的临床研究来探究其在预测抗血管生成治疗反应中的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d9b7/10534691/306a70c5c7e1/pharmaceuticals-16-01282-g001.jpg

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