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Rapid Quantification of Myocardial Fibrosis: A New Macro-Based Automated Analysis

机译:心肌纤维化的快速定量:基于宏的新型自动分析

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摘要

Background: Fibrosis is associated with various cardiac pathologies and dysfunction. Current quantification methods are time-consuming and laborious. We describe a semi-automated quantification technique for myocardial fibrosis and validated this using traditional methods. Methods: Pulmonary Hypertension (PH) was induced in adult Wistar rats by subcutaneous monocrotaline (MCT) injection (40 mg/kg). Cryosections of myocardial tissue (5 μm) of PH rats (n=9) and controls (n=9) were stained using Picrosirius red and scanned with a digital microscopic Mirax slide scanner. From these sections 21 images were taken randomly of each heart. Using ImageJ software a macro for automated image analysis of the amount of fibrosis was developed. For comparison, fibrosis was quantified using traditional polarisation microscopy. Both methods were correlated and validated against stereology as the gold standard. Furthermore, the method was tested in paraffin-embedded human tissues. Results: Automated analysis showed a significant increase of fibrosis in PH hearts vs. control. Automated analysis correlated with traditional polarisation and stereology analysis (r2=0.92 and r2=0.95, respectively). In human heart, lungs, kidney and liver, a similar correlation with stereology (r2=0.91) was observed. Time required for automated analysis was 22 and 33% of the time needed for stereology and polarisation analysis, respectively. Conclusion: Automated quantification of fibrosis is feasible, objective and time-efficient.
机译:背景:纤维化与各种心脏疾病和功能障碍有关。当前的定量方法既费时又费力。我们描述了一种心肌纤维化的半自动化定量技术,并使用传统方法对此进行了验证。方法:以40 mg / kg皮下注射苦参碱(MCT)注射诱导成年Wistar大鼠肺动脉高压(PH)。用Picrosirius红对PH大鼠(n = 9)和对照组(n = 9)的心肌组织(5μm)的冷冻切片染色,并用数字显微镜Mirax玻片扫描仪进行扫描。从这些部分中,随机采集每个心脏的21张图像。使用ImageJ软件开发了一个宏,用于对纤维化程度进行自动图像分析。为了进行比较,使用传统的偏振显微镜对纤维化进行了定量。两种方法都相互关联,并针对立体学作为金标准进行了验证。此外,该方法在石蜡包埋的人体组织中进行了测试。结果:自动化分析显示,与对照组相比,PH心脏的纤维化明显增加。自动化分析与传统的极化和立体分析相关(分别为r 2 = 0.92和r 2 = 0.95)。在人的心脏,肺,肾和肝中,观察到与立体感相似的相关性(r 2 = 0.91)。自动分析所需的时间分别是立体和极化分析所需时间的22%和33%。结论:自动定量纤维化是可行的,客观的和省时的。

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