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Association Between Peripapillary Bruchs Membrane Shape and Intracranial Pressure: Effect of Image Acquisition Pattern and Image Analysis Method a Preliminary Study

机译:乳头状乳突膜的形状与颅内压之间的关联:图像获取模式和图像分析方法的影响初步研究

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>Background/Aims: High intracranial pressure (ICP) is associated with changes in peripapillary Bruch's membrane (pBM) shape on optical coherence tomography (OCT) images of the optic nerve head. It is not known if image acquisition pattern and analysis method impact this association.>Materials and Methods: Cross sectional OCT scans of the optic nerve head were obtained at six angles using a radial scan pattern in 21 subjects immediately prior to ICP measurement via lumbar puncture. On each image, Bruch's membrane was manually segmented and defined by either 14 or 16 semi-landmarks and either rater identified, or distance identified boundaries. For each of these four image analysis strategies, geometric morphometric analysis identified the first principal component of Bruch's membrane shape for all images and for the set of images taken at each angle. Repeated measures ANOVA of the first principal component magnitude (PC1) for all images assessed for shape difference between image angles. Linear generalized estimating equation models assessed association between angle specific first principal component magnitudes (PC1) and ICP for each angle. Receiver operating characteristic analysis assessed angle specific PC1s' ability to differentiate elevated from normal ICP.>Results: The first principal component represented deflection into the vitreous for all scan angles, but quantitatively differed across scan angles (p < 0.005, repeated measures ANOVA). Angle specific first principal components were positively correlated with ICP (p < 0.005 for all angles, generalized estimating equation models). All angle specific first principal components showed excellent ability to classify ICP (area under curve ≥ 0.8 for all). These results were independent from image analysis strategy.>Discussion: Though qualitative changes in Bruch's membrane shape are similar regardless of cross-sectional angle of the 2-D OCT scan, they differ quantitatively between OCT scan angles, meaning that pBM is not axially symmetric and therefore PC1 extracted from different 2-D scan angles can't be compared between individuals. However, we do not identify an optimal scan angle for classification of ICP since there is a similarly strong linear relationship between the first principal component of shape and ICP and angle specific first principal components of Bruch's membrane shape showed similarly excellent ability to differentiate elevated from normal ICP. The results support development of Bruch's membrane shape extracted from 2-D cross sectional optic nerve head OCT scans as a biomarker of ICP and emphasize the importance of consistency of scan angle. This is relevant for developing diagnostic protocols that use OCT to detect high ICP states.
机译:>背景/目的:颅内压高(ICP)与视神经头的光学相干断层扫描(OCT)图像上的乳头周围布鲁赫膜(pBM)形状变化有关。尚不清楚图像的采集模式和分析方法是否会影响这种关联。>材料和方法:在紧接之前的21位受试者中,使用放射状扫描模式以六个角度获得了视神经乳头的截面OCT扫描。通过腰穿进行ICP测量。在每幅图像上,通过14或16个半地标手动分割和定义Bruch膜,并通过评估者标识或通过距离标识边界。对于这四种图像分析策略中的每一种,几何形态计量学分析都为所有图像以及在每个角度拍摄的一组图像确定了布鲁赫膜形状的第一主要成分。对所有图像进行第一角度主成分幅度(PC1)的重复测量ANOVA,以评估像角之间的形状差异。线性广义估计方程模型评估了每个角度的特定于角度的第一主成分大小(PC1)和ICP之间的关联。接收器工作特性分析评估了角度特定PC1区分正常ICP的能力。>结果:第一个主成分代表所有扫描角度向玻璃体的偏转,但在各个扫描角度上存在定量差异(p <0.005 ,重复测量方差分析)。特定于角度的第一主成分与ICP正相关(所有角度p <0.005,广义估计方程模型)。所有特定于角度的第一主成分均具有出色的ICP分类能力(所有曲线下面积均≥0.8)。这些结果与图像分析策略无关。>讨论:尽管无论二维OCT扫描的横截面角度如何,布鲁赫膜形状的质变都是相似的,但它们在OCT扫描角度之间存在定量差异,这意味着由于pBM不是轴向对称的,因此从不同的二维扫描角度提取的PC1无法在个体之间进行比较。但是,由于形状的第一主成分和ICP之间存在相似的强线性关系,而Bruch膜形状的特定于角度的第一主成分也表现出相似的出色区分能力,从而无法确定ICP的最佳扫描角度。 ICP。结果支持从二维横截面视神经乳头OCT扫描中提取的Bruch膜形状的发展,作为ICP的生物标记,并强调保持扫描角度一致的重要性。这与开发使用OCT检测高ICP状态的诊断协议有关。

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