CoronaVac (Sinovac) COVID-19 vaccine-induced molecular changes in healthy human serum by infrared spectroscopy coupled with chemometrics.

Turkish journal of biology = Turk biyoloji dergisi Pub Date : 2021-08-30 eCollection Date: 2021-01-01 DOI:10.3906/biy-2105-65
Ayca Dogan, Rafig Gurbanov, Mete Severcan, Feride Severcan
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引用次数: 12

Abstract

From the beginning of the COVID-19 coronavirus pandemic in December of 2019, the disease has infected millions of people worldwide and caused hundreds of thousands of deaths. Since then, several vaccines have been developed. One of those vaccines is inactivated CoronaVac-Sinovac COVID-19 vaccine. In this proof of concept study, we first aimed to determine CoronaVac-induced biomolecular changes in healthy human serum using infrared spectroscopy. Our second aim was to see whether the vaccinated group can be separated or not from the non-vaccinated group by applying chemometric techniques to spectral data. The results revealed that the vaccine administration induced significant changes in some functional groups belonging to lipids, proteins and nucleic acids. In addition, the non-vaccinated and vaccinated groups were successfully separated from each other by principal component analysis (PCA) and linear discriminant analysis (LDA). This proof-of-concept study will encourage future studies on CoronaVac as well as other vaccines and will lead to make a comparison between different vaccines to establish a better understanding of the vaccination outcomes on serum biomolecules.

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新冠肺炎疫苗诱导健康人血清分子变化的红外光谱联合化学计量学研究
自2019年12月COVID-19冠状病毒大流行开始以来,该疾病已在全球感染了数百万人,造成数十万人死亡。从那时起,已经开发了几种疫苗。其中一种疫苗是灭活疫苗。在这项概念验证研究中,我们首先旨在利用红外光谱技术确定冠状动脉炎引起的健康人血清中的生物分子变化。我们的第二个目标是通过对光谱数据应用化学计量学技术,看看是否可以将接种疫苗组与未接种疫苗组分开。结果显示,接种疫苗引起了脂质、蛋白质和核酸等功能基团的显著变化。此外,通过主成分分析(PCA)和线性判别分析(LDA)成功地分离了未接种疫苗组和接种疫苗组。这项概念验证研究将鼓励未来对CoronaVac和其他疫苗进行研究,并将导致对不同疫苗进行比较,以更好地了解疫苗接种对血清生物分子的影响。
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