用于病毒识别的ATR-FTIR光谱:一种强大的替代方法

IF 0.3 Q4 SPECTROSCOPY
Marfran C. D. Santos, Camilo L. M. Morais, K. M. Lima
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引用次数: 23

摘要

在大流行时期,就像我们目睹的新冠肺炎一样,关于新的高效快速疾病诊断技术的讨论更加明显。在这篇小型综述中,我们向病毒学科学界介绍了衰减全反射傅里叶变换红外光谱(ATR-FTIR)作为诊断技术的潜力。在这里,我们解释了这项技术的操作,以及它相对于标准方法的优势。此外,我们还介绍了可用于从数据中提取有用信息以达到分类目的的多元分析工具。涵盖了主成分分析(PCA)、逐次投影算法(SPA)、遗传算法(GA)以及线性和二次判别分析(LDA和QDA)等工具,包括已发表研究的例子。最后,强调了ATR-FTIR光谱的优点和缺点,以及该研究领域的未来前景。这篇论文的主要目的之一是鼓励科学界探索这种光谱工具的潜力,以检测生物样本的变化,例如由病毒的存在引起的变化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ATR-FTIR spectroscopy for virus identification: A powerful alternative
In pandemic times, like the one we are witnessing for COVID-19, the discussion about new efficient and rapid techniques for diagnosis of diseases is more evident. In this mini-review, we present to the virological scientific community the potential of attenuated total reflection Fourier-transform infrared (ATR-FTIR) spectroscopy as a diagnosis technique. Herein, we explain the operation of this technique, as well as its advantages over standard methods. In addition, we also present the multivariate analysis tools that can be used to extract useful information from the data towards classification purposes. Tools such as Principal Component Analysis (PCA), Successive Projections Algorithm (SPA), Genetic Algorithm (GA) and Linear and Quadratic Discriminant Analysis (LDA and QDA) are covered, including examples of published studies. Finally, the advantages and disadvantages of ATR-FTIR spectroscopy are emphasized, as well as future prospects in this field of study that is only growing. One of the main aims of this paper is to encourage the scientific community to explore the potential of this spectroscopic tool to detect changes in biological samples such as those caused by the presence of viruses.
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来源期刊
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期刊介绍: Biomedical Spectroscopy and Imaging (BSI) is a multidisciplinary journal devoted to the timely publication of basic and applied research that uses spectroscopic and imaging techniques in different areas of life science including biology, biochemistry, biotechnology, bionanotechnology, environmental science, food science, pharmaceutical science, physiology and medicine. Scientists are encouraged to submit their work for publication in the form of original articles, brief communications, rapid communications, reviews and mini-reviews. Techniques covered include, but are not limited, to the following: • Vibrational Spectroscopy (Infrared, Raman, Teraherz) • Circular Dichroism Spectroscopy • Magnetic Resonance Spectroscopy (NMR, ESR) • UV-vis Spectroscopy • Mössbauer Spectroscopy • X-ray Spectroscopy (Absorption, Emission, Photoelectron, Fluorescence) • Neutron Spectroscopy • Mass Spectroscopy • Fluorescence Spectroscopy • X-ray and Neutron Scattering • Differential Scanning Calorimetry • Atomic Force Microscopy • Surface Plasmon Resonance • Magnetic Resonance Imaging • X-ray Imaging • Electron Imaging • Neutron Imaging • Raman Imaging • Infrared Imaging • Terahertz Imaging • Fluorescence Imaging • Near-infrared spectroscopy.
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