Suppr超能文献

烟草引起的血清傅里叶变换红外光谱变化。

Tobacco-induced alterations to the Fourier-transform infrared spectrum of serum.

作者信息

Borden J T, Man A, Scott D A, Liu K-Z

机构信息

Department of Oral Biology, Faculty of Dentistry, University of Manitoba, 780 Bannatyne Avenue, Winnipeg, MB, R3E 0W2, Canada.

出版信息

J Mol Med (Berl). 2003 Dec;81(12):788-94. doi: 10.1007/s00109-003-0490-3. Epub 2003 Oct 10.

Abstract

Infrared (IR) spectroscopy can distinguish differences in the characteristics of diverse molecules by using infrared radiation to probe chemical bonds. Consequently, alterations to the molecular characteristics of tissues and body fluids that help define specific pathological processes and conditions can be identified by IR spectroscopy. This study analyzed the molecular spectrum of cotinine by IR spectroscopy and determined tobacco-induced alterations to the IR profile of serum to establish whether these alterations can differentiate smokers and nonsmokers. The IR spectra of serum samples obtained from 20 smokers and 25 nonsmokers were captured using a FTS-40 IR spectrometer. Linear discriminant analysis method was used to partition the samples into smoker and nonsmoker groups according to the discriminatory patterns in the data and into a validation set to test the accuracy of the trained algorithm in distinguishing smokers and nonsmokers. Cotinine molecules were shown to exhibit a characteristic IR absorption spectrum. Several differences in the sera spectra of the two groups were observed, including an overall shift in the secondary structure of serum proteins favoring increased beta-sheet content in smokers. The overall accuracy of the training and validation sets was 96.7%, and 82.8%, respectively. The identification of specific absorption peaks for tobacco-induced alterations to the IR molecular profile of serum permits the development of an IR spectroscopy technique that can be used to differentiate smokers from nonsmokers. This further extends the utility of IR spectroscopy as a rapidly emerging tool in the field of molecular biodiagnostics.

摘要

红外(IR)光谱法可通过利用红外辐射探测化学键来区分不同分子的特征差异。因此,红外光谱法能够识别有助于定义特定病理过程和病症的组织及体液分子特征的变化。本研究通过红外光谱法分析了可替宁的分子光谱,并确定了烟草对血清红外谱图的影响,以确定这些变化是否能够区分吸烟者和非吸烟者。使用FTS - 40红外光谱仪采集了20名吸烟者和25名非吸烟者的血清样本的红外光谱。采用线性判别分析方法,根据数据中的判别模式将样本分为吸烟者组和非吸烟者组,并分为一个验证集,以测试训练算法区分吸烟者和非吸烟者的准确性。结果表明,可替宁分子呈现出特征性的红外吸收光谱。观察到两组血清光谱存在若干差异,包括血清蛋白二级结构的整体变化,吸烟者中β-折叠含量增加。训练集和验证集的总体准确率分别为96.7%和82.8%。识别烟草引起的血清红外分子谱图变化的特定吸收峰,使得能够开发一种可用于区分吸烟者和非吸烟者的红外光谱技术。这进一步扩展了红外光谱法作为分子生物诊断领域中一种快速兴起的工具的用途。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验