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用血管造影光学相干断层扫描和动态对比增强 MRI 弥合宏观到微观分辨率差距。

Bridging the macro to micro resolution gap with angiographic optical coherence tomography and dynamic contrast enhanced MRI.

机构信息

Department of Medical Biophysics, University of Toronto, Toronto, Canada.

Radiation Medicine Program, Princess Margaret Cancer Centre, Toronto, Canada.

出版信息

Sci Rep. 2022 Feb 24;12(1):3159. doi: 10.1038/s41598-022-07000-1.

Abstract

Dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) is emerging as a valuable tool for non-invasive volumetric monitoring of the tumor vascular status and its therapeutic response. However, clinical utility of DCE-MRI is challenged by uncertainty in its ability to quantify the tumor microvasculature ([Formula: see text] scale) given its relatively poor spatial resolution (mm scale at best). To address this challenge, we directly compared DCE-MRI parameter maps with co-registered micron-scale-resolution speckle variance optical coherence tomography (svOCT) microvascular images in a window chamber tumor mouse model. Both semi and fully quantitative (Toft's model) DCE-MRI metrics were tested for correlation with microvascular svOCT biomarkers. svOCT's derived vascular volume fraction (VVF) and the mean distance to nearest vessel ([Formula: see text]) metrics were correlated with DCE-MRI vascular biomarkers such as time to peak contrast enhancement ([Formula: see text] and [Formula: see text] respectively, [Formula: see text] for both), the area under the gadolinium-time concentration curve ([Formula: see text] and [Formula: see text] respectively, [Formula: see text] for both) and [Formula: see text] ([Formula: see text] and [Formula: see text] respectively, [Formula: see text] for both). Several other correlated micro-macro vascular metric pairs were also noted. The microvascular insights afforded by svOCT may help improve the clinical utility of DCE-MRI for tissue functional status assessment and therapeutic response monitoring applications.

摘要

动态对比增强磁共振成像(DCE-MRI)作为一种非侵入性的肿瘤血管状态及其治疗反应的容积监测工具,正逐渐兴起。然而,由于其空间分辨率相对较差(最好达到毫米级),因此在量化肿瘤微血管([Formula: see text] 尺度)方面的能力存在不确定性,这给 DCE-MRI 的临床应用带来了挑战。为了解决这一挑战,我们在窗室肿瘤小鼠模型中直接比较了 DCE-MRI 参数图与共配准的微米级分辨率的散斑方差光相干断层扫描(svOCT)微血管图像。对半定量和全定量(Toft 模型)DCE-MRI 指标进行了测试,以与微血管 svOCT 生物标志物相关。svOCT 衍生的血管体积分数(VVF)和最近血管平均距离([Formula: see text])等微血管生物标志物与 DCE-MRI 血管生物标志物(如峰值增强时间[Formula: see text] 和 [Formula: see text],[Formula: see text])、钆时间浓度曲线下面积([Formula: see text] 和 [Formula: see text],[Formula: see text])和 [Formula: see text]([Formula: see text] 和 [Formula: see text],[Formula: see text])相关。还注意到了其他几个相关的微血管-宏观血管度量对。svOCT 提供的微血管见解可能有助于提高 DCE-MRI 在组织功能状态评估和治疗反应监测应用中的临床应用价值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b8b1/8873467/7c1e67987eab/41598_2022_7000_Fig3_HTML.jpg

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