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Nonlinear dynamics in the progression of atherosclerotic fatty streaks: Morphometric analysis

机译:动脉粥样硬化脂肪条纹进展中的非线性动力学:形态分析

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Atherosclerotic lesions are heterogeneous in terms of their cellular and lipid composition. While heterogeneity can be the result of stochastic noise, an alternate hypothesis is that the differences observed among individual lesions arise from deterministic chaos. Five New Zealand white rabbits were fed a diet containing 0.15% cholesterol for 6 months. Segments of the aorta were fixed in formalin, stained en bloc with Nile red (NR) and filipin (F), and en face fluorescence microscopy was used to map the distribution of lipids in fatty streaks (FS). The smallest lesions detected stained only with filipin. Larger lesions stained with both Nile red and filipin and two distinct regions of Nile red staining, NR-orange (rich in polar lipids) and NR-yellow (rich in neutral lipids) were observed. Digital overlays revealed a "nested" arrangement of F, NR-orange, and NR-yellow. The lesions also showed marked heterogeneity in their lipid composition. Thus, although initially similar, as FS increased in size, their composition became divergent, suggesting that the ultimate composition of a FS was highly sensitive to its initial composition. Sensitivity to initial condition is one of the hallmarks of deterministic systems. To determine if FS were self-similar, another hallmark of deterministic chaos, the borders of the different regions defined by NR and F staining were subjected to fractal analysis. For each lesion, the borders of the F, NR-orange, and NR-yellow regions were found to be fractal. Return maps were constructed for the differently stained regions. Analysis of the entire 104-lesion data set showed that although the data could be described by a four-parameter logistic model, the population was not chaotic. However, return maps drawn for the maxima of the NR-orange stained regions demonstrated chaos. Taken together, the data suggest that deterministic chaos plays a role in the evolution of atheromatous disease but, in common with most biologic systems, as the lesions progress, chaotic behavior is dampened. [References: 42]
机译:就其细胞和脂质组成而言,动脉粥样硬化病变是异质的。尽管异质性可能是随机噪声的结果,但另一个假设是,单个病灶之间观察到的差异是由确定性混乱引起的。给五只新西兰白兔喂食含有0.15%胆固醇的食物6个月。将主动脉段固定在福尔马林中,用尼罗红(NR)和菲利普(F)进行整体染色,并使用面对面荧光显微镜对脂质在脂肪条纹(FS)中的分布作图。检测到的最小病灶仅被菲利宾染色。观察到较大的病变被尼罗红和菲林以及两个不同的尼罗红染色区域染色,NR-橙色(富含极性脂质)和NR-黄色(富含中性脂质)。数字覆盖图显示了F,NR橙色和NR黄色的“嵌套”排列。病变的脂质成分也显示出明显的异质性。因此,尽管最初相似,但随着FS尺寸的增加,它们的组成变得不同,这表明FS的最终组成对其初始组成高度敏感。对初始条件的敏感性是确定性系统的标志之一。为了确定FS是否自相似,这是确定性混乱的另一个标志,对NR和F染色所定义的不同区域的边界进行分形分析。对于每个病变,发现F,NR橙色和NR黄色区域的边界是分形的。针对不同染色区域构建了返回图。对整个104个病灶数据集的分析表明,尽管可以用四参数逻辑模型描述数据,但总体上并不混乱。但是,为NR橙色染色区域的最大值绘制的返回图显示出混乱。综上所述,数据表明确定性混沌在动脉粥样硬化疾病的发展中起作用,但是,与大多数生物系统一样,随着病变的进展,混沌行为受到抑制。 [参考:42]

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