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Online chromatic and scale-space microvessel-tracing analysis for transmitted light optical images

机译:透射光光学图像的在线色度和尺度空间微血管示踪分析

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Limited contrast in transmitted light optical images from intravital microscopy is problematic for analysing tumour vascular morphology. Moreover, in some cases, changes in vasculature are visible to a human observer but are not easy to quantify. In this paper two online algorithms are presented: scale-space vessel tracing and chromatic decomposition for analysis of the vasculature of SW1222 human colorectal carcinoma xenografts growing in dorsal skin-fold "window" chambers in mice. Transmitted light optical images of tumours were obtained from mice treated with the tumour vascular disrupting agent, combretastatin-A-4-phosphate (CA4P), or saline. The tracing algorithm was validated against hand-traced vessels with accurate results. The measurements extracted with the algorithms confirmed the known effects of CA4P on tumour vascular topology. Furthermore, changes in the chromaticity suggest a deoxygenation of the blood with a recovery to initial levels in CA4P-treated tumours relative to the controls. The algorithms can be freely applied to other studies through the CAIMAN website (CAncer IMage ANalysis: http://www.caiman.org.uk).
机译:来自活体显微镜的透射光光学图像中有限的对比度对于分析肿瘤血管形态是有问题的。而且,在某些情况下,脉管系统的变化对于观察者是可见的,但是不容易量化。在本文中,提出了两种在线算法:尺度空间血管跟踪和彩色分解,用于分析在小鼠背部皮肤折叠“窗”腔中生长的SW1222人大肠癌异种移植物的脉管系统。从用肿瘤血管分裂剂,康维他汀-A-4-磷酸酯(CA4P)或生理盐水处理过的小鼠获得肿瘤的透射光光学图像。跟踪算法已针对手工跟踪的船只进行了验证,并获得了准确的结果。用算法提取的测量结果证实了CA4P对肿瘤血管拓扑的已知作用。此外,相对于对照,色度的变化表明血液脱氧,并且在CA4P处理的肿瘤中恢复到初始水平。该算法可以通过CAIMAN网站(CAncer IMage ANalysis:http://www.caiman.org.uk)免费应用于其他研究。

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