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控制湿度和组织水合作用对傅里叶变换红外光谱成像诊断结肠癌的影响。

Effect of Controlled Humidity and Tissue Hydration on Colon Cancer Diagnostic via FTIR Spectroscopic Imaging.

机构信息

Department of Chemical Engineering, South Kensington Campus, Imperial College London, London SW7 2AZ, United Kingdom.

出版信息

Anal Chem. 2020 Jul 21;92(14):9691-9698. doi: 10.1021/acs.analchem.0c01002. Epub 2020 Jul 2.

Abstract

The effects of hydration on the DNA conformation in the colon biopsy tissues at different disease stages, hyperplasia, dysplasia, and cancer, and their subsequent classifications were investigated in this study. FTIR spectroscopic imaging was used to study the tissues while controlling the humidity from 16% RH to 88% RH using saturated salt solutions. A nonuniform uptake of water into the tissue at its maximum hydrated state was observed in the chemical images showing the distribution of the absorbance of the ν OH spectral band. The regions of high absorbance of this band in the tissues overlap with the regions of high absorbance of predominantly the phosphate (1143-1100 cm) and lipid (2879-2844 cm) bands. Analysis of the second derivative spectra of the hydrated and dehydrated colon tissues further revealed significant peak shifts and changes in absorbance of the spectral bands that correspond to the vibrations of the phosphate group of DNA. These findings showed some disparities when compared to the effect of hydration on the infrared spectra of live cells and pure isolated DNA, possibly due to the presence of DNA mostly in its A-form in the formalin fixed tissues. Coupled with principal component analysis, the spectral biomarkers that differentiate the healthy colon tissues from the diseased tissues were identified to be in the phosphodiester spectral region (1300-1000 cm). This differentiation varied under different humidity conditions, with the highest sensitivity of ∼98% found at the dehydrated state of the tissues with random forest supervised classification.

摘要

本研究旨在探讨不同疾病阶段(增生、异型增生和癌症)结肠活检组织中 DNA 构象在水合作用下的变化,以及对这些组织进行后续分类。本研究采用傅里叶变换红外光谱成像技术,通过使用饱和盐溶液将湿度从 16% RH 控制到 88% RH,对组织进行研究。在化学图像中观察到,在组织的最大水合状态下,水的非均匀吸收,显示出 ν OH 光谱带吸收的分布。该带在组织中的高吸收区域与主要磷酸盐(1143-1100 cm)和脂质(2879-2844 cm)带的高吸收区域重叠。对水合和脱水结肠组织的二阶导数光谱分析进一步揭示了与 DNA 磷酸基团振动相对应的光谱带的显著峰位移和吸收变化。与活细胞和纯分离 DNA 的红外光谱对水合作用的影响相比,这些发现存在一些差异,这可能是由于福尔马林固定组织中 DNA 主要以 A 型存在。结合主成分分析,从健康结肠组织和病变组织中鉴定出区分它们的光谱生物标志物位于磷酸二酯光谱区域(1300-1000 cm)。这种区分在不同的湿度条件下有所不同,在组织的脱水状态下,随机森林监督分类的灵敏度最高,约为 98%。

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