Dogan Ayca, Gurbanov Rafig, Severcan Mete, Severcan Feride
Department of Physiology, Faculty of Medicine, Altinbaş University, İstanbul Turkey.
Biotechnology Application and Research Center, Bilecik Şeyh Edebali University, Bilecik Turkey.
Turk J Biol. 2021 Aug 30;45(4):549-558. doi: 10.3906/biy-2105-65. eCollection 2021.
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.
自2019年12月新型冠状病毒肺炎(COVID-19)大流行开始以来,该疾病已感染全球数百万人并导致数十万人死亡。从那时起,已经研发出了几种疫苗。其中一种疫苗是科兴生物的新型冠状病毒灭活疫苗(CoronaVac)。在这项概念验证研究中,我们首先旨在使用红外光谱法确定CoronaVac在健康人血清中引起的生物分子变化。我们的第二个目标是通过对光谱数据应用化学计量技术,观察接种疫苗组与未接种疫苗组是否能够区分开来。结果显示,疫苗接种引起了属于脂质、蛋白质和核酸的一些官能团的显著变化。此外,通过主成分分析(PCA)和线性判别分析(LDA),成功地将未接种疫苗组和接种疫苗组区分开来。这项概念验证研究将鼓励未来对CoronaVac以及其他疫苗的研究,并将促使对不同疫苗进行比较,以便更好地了解疫苗接种对血清生物分子的影响。