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使用傅里叶变换红外光谱成像技术对STAM和四氯化碳小鼠模型中肝硬化发展的纵向研究

Longitudinal Study of Cirrhosis Development in STAM and carbon tetrachloride Mouse Models Using Fourier Transform Infrared Spectral Imaging.

作者信息

Guillard Julien, Untereiner Valérie, Garnotel Roselyne, Boulagnon-Rombi Camille, Gobinet Cyril, Proult Isabelle, Sockalingum Ganesh Dhruvananda, Thiéfin Gérard

机构信息

Université de Reims Champagne-Ardenne, BioSpecT, Reims, France.

Université de Reims Champagne-Ardenne, Plateforme en Imagerie Cellulaire et Tissulaire, Reims, France.

出版信息

Lab Invest. 2023 Oct;103(10):100231. doi: 10.1016/j.labinv.2023.100231. Epub 2023 Aug 5.

Abstract

Animal models of cirrhosis are of great interest to investigate the pathological process leading to the final stage of cirrhosis. The aim of this study was to analyze the different steps involved in the progressive development of cirrhosis using Fourier transform infrared spectral histology in 2 mouse models of cirrhosis, the STAM model of metabolic cirrhosis, and the carbon tetrachloride-induced cirrhosis model. Formalin-fixed, paraffin-embedded liver samples were obtained from 3 mice at 5 time points in each model to analyze the course of hepatic lesions up to the formation of cirrhosis. For each time point, adjacent 3-μm-thick liver sections were obtained for histologic stains and spectral histology. Fourier transform infrared acquisitions of liver sections were performed at projected pixel sizes of 25 μm × 25 μm and 6.25 μm × 6.25 μm. Spectral images were then preprocessed with an extended multiplicative signal correction and analyzed with common k-means clustering, including all stages in each model. In both models, the 2- and 4-class common k-means clustering in the 1000 to 1350 cm range showed that spectral classes characterized by higher absorbance peaks of glycogen were predominant at baseline, then decreased markedly in early stages of hepatic damage, and almost disappeared in cirrhotic tissues. Concomitantly, spectral classes characterized by higher absorbance peaks of nucleic acids became progressively predominant during the course of hepatic lesions. These results were confirmed using k-means clustering on the peaks of interest identified for glycogen and nucleic acid content. Our study showed that the glycogen depletion previously described at the stage of cirrhosis is an early event in the pathological process, independently of the cause of cirrhosis. In addition, there was a progressive increase in the nucleic acid content, which may be linked to increased proliferation and polyploidy in response to cellular lesions.

摘要

肝硬化动物模型对于研究导致肝硬化终末期的病理过程具有重要意义。本研究旨在利用傅里叶变换红外光谱组织学,在两种肝硬化小鼠模型(代谢性肝硬化的STAM模型和四氯化碳诱导的肝硬化模型)中分析肝硬化进展过程中涉及的不同步骤。在每个模型的5个时间点从3只小鼠获取福尔马林固定、石蜡包埋的肝脏样本,以分析直至肝硬化形成的肝脏病变过程。对于每个时间点,获取相邻的3μm厚肝脏切片用于组织学染色和光谱组织学分析。肝脏切片的傅里叶变换红外采集在25μm×25μm和6.25μm×6.25μm的投影像素尺寸下进行。然后用扩展乘法信号校正对光谱图像进行预处理,并用通用k均值聚类进行分析,包括每个模型的所有阶段。在两个模型中,在1000至1350cm范围内的2类和4类通用k均值聚类显示,以糖原较高吸收峰为特征的光谱类别在基线时占主导,然后在肝损伤早期显著下降,在肝硬化组织中几乎消失。与此同时,以核酸较高吸收峰为特征的光谱类别在肝脏病变过程中逐渐占主导。使用针对糖原和核酸含量确定的感兴趣峰进行k均值聚类,证实了这些结果。我们的研究表明,先前描述的肝硬化阶段糖原耗竭是病理过程中的早期事件,与肝硬化病因无关。此外,核酸含量逐渐增加,这可能与细胞损伤后增殖增加和多倍体形成有关。

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