一种在R环境中对评分组织学数据进行半定量分析的简单算法,以小鼠非酒精性脂肪性肝炎药物治疗为例

Livers Pub Date : 2022-12-09 DOI:10.3390/livers2040031
V. Prikhodko, V. Karev, Yuriy I. Sysoev, D. Ivkin, S. Okovityi
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引用次数: 0

摘要

尽管非酒精性脂肪性肝病(NAFLD)的医疗和社会经济负担很高,但缺乏能够有效减少这种情况下组织学肝损伤的治疗方法。由于仅提供定性数据是大多数组织学评分系统的主要限制,我们旨在开发一种简单直接的算法,在R环境中使用扩展的Fisher精确检验对评分的组织学数据进行半定量分析。作为一个说明性的例子,我们在一个3个月的NAFLD化学/饮食小鼠模型中使用了L-天冬氨酸鸟氨酸(LOLA)和恩帕列嗪(EMPA)的作用。将100只C57Bl/6小鼠随机分为4组:完整组(n=10)、对照组(NAFLD;n=30)、LOLA(NAFLD+1.5 g·kg−1 b.w./d口服LOLA;n=30。LOLA降低了肝炎活性(p<0.05)、胆汁淤积、坏死和纤维化严重程度(p<0.01),EMPA预防了坏死(p<0.05)并降低了纤维化严重程度。我们建议的统计方法可以作为一种简单的补充工具,用于对评分的组织学数据进行探索性分析。
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A Simple Algorithm for Semiquantitative Analysis of Scored Histology Data in the R Environment, on the Example of Murine Non-Alcoholic Steatohepatitis Pharmacotherapy
Despite the high medical and socioeconomic burden of non-alcoholic fatty liver disease (NAFLD), treatments that could effectively reduce histological liver damage in this condition are lacking. As providing only qualitative data is a major limitation of most histological scoring systems, we aimed to develop a simple and straightforward algorithm for semiquantitative analysis of scored histology data using the extended Fisher’s exact test in the R environment. As an illustrative example, we used the effects of L-ornithine L-aspartate (LOLA) and empagliflozin (EMPA) in a 3-month chemical/dietary murine model of NAFLD. 100 C57Bl/6 mice were randomized into 4 groups: Intact (n = 10), Control (NAFLD; n = 30), LOLA (NAFLD + 1.5 g·kg−1 b.w./d LOLA orally; n = 30), and EMPA (NAFLD + 10 mg·kg−1 b.w./d EMPA orally; n = 30). LOLA reduced hepatitis activity (p < 0.05), cholestasis, necrosis, and fibrosis severity (p < 0.01), and EMPA prevented necrosis (p < 0.05) and reduced fibrosis severity (p < 0.01). The statistical approach we suggest can be used as a simple complementary tool for exploratory analysis of scored histology data.
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