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A Straightforward Method for Adipocyte Size and Count Analysis Using Open-source Software QuPath

机译:使用开源软件 QuPath 进行脂肪细胞大小和计数分析的简单方法

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摘要

Changes in adipose tissue morphology, depicted by cell morphology alterations such as enlargement of fat cells, always accompany over-weight and obesity. The variables related to cell size have been shown to associate with low-grade inflammation of adipose tissue and common obesity-related comorbidities including metabolic syndrome and type 2 diabetes. Quantifying fat cell morphology from images of histological specimens can be tedious. Here, we present a straightforward method for the task using the free open-source software QuPath with its inbuilt tools only. Measurements of human adipose tissue samples with the described protocol showed an excellent correlation with those obtained with ImageJ software with Adipocyte Tools plugin combined with manual correction of misdetections. Intraclass correlation between the two methods was at good to excellent level. The method described here can be applied to considerably large tissue areas, even whole-slide analysis.
机译:脂肪组织形态的变化,由脂肪细胞增大等细胞形态改变所描述,总是伴随着超重和肥胖。与细胞大小相关的变量已被证明与脂肪组织的低度炎症和常见的肥胖相关合并症有关,包括代谢综合征和 2 型糖尿病。从组织学标本的图像中定量脂肪细胞形态可能很繁琐。在这里,我们提出了一种简单的任务方法,仅使用免费的开源软件 QuPath 及其内置工具。使用所述方案对人类脂肪组织样品的测量显示,与使用带有 Adipocyte Tools 插件的 ImageJ 软件结合手动校正错误检测获得的样品具有出色的相关性。两种方法之间的类内相关性处于良好到极好的水平。此处描述的方法可以应用于相当大的组织区域,甚至是全玻片分析。

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