COVID-19阳性康复患者血清样本的拉曼光谱分析

Naomi Jackson , Jaythoon Hassan , Hugh J. Byrne
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摘要

对病毒感染的快速筛查、检测和监测至关重要,例如导致新冠肺炎全球大流行的严重急性呼吸系统综合征冠状病毒2型的快速传播。患者恢复期和感染初期的情况同样如此,以了解中长期影响以及治疗干预的疗效。光学光谱技术可能为目前使用的筛查感染的存在或反应的技术提供一种替代方案。在本研究中,探讨了拉曼光谱区分恢复期新冠肺炎阳性患者血清样本和新冠肺炎阴性血清样本的能力,以及进一步分析和量化全身反应的能力。该研究包括在发现感染后25至134天内接受过严重急性呼吸系统综合征冠状病毒2型特异性IgG和IgM反应检测的患者的血清样本。新冠肺炎阳性和阴性组均包括年龄在21岁至81岁之间的男性和女性。阳性组的特定严重急性呼吸系统综合征冠状病毒2型特异性IgG和IgM免疫球蛋白水平、性别或年龄之间没有明显相关性。拉曼光谱测量在785nm下在液体血清中进行,从冷冻中解冻,并对光谱进行预处理以去除水的贡献,使其归一化为水含量。对400–1800 cm-1范围内的光谱数据集的主成分分析没有明确表明正常血清和严重急性呼吸系统综合征冠状病毒2型阳性血清之间存在差异。通过离心过滤对足够体积的5个样品进行分级,并通过拉曼光谱对100kDa、50kDa、30kDa和10kDa浓缩物进行类似分析。偏最小二乘回归分析显示,30kDa组分的光谱图谱与严重急性呼吸系统综合征冠状病毒2型特异性IgG抗体水平呈负相关,这可能表明与谷胱甘肽耗竭水平有关。该研究支持血清拉曼筛查在监测严重急性呼吸系统综合征冠状病毒2型感染方面的潜在作用,也支持在疾病进展、长期影响和治疗干预的纵向研究中的潜在作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Raman spectroscopic analysis of human serum samples of convalescing COVID-19 positive patients

Rapid screening, detection and monitoring of viral infection is of critical importance, as exemplified by the rapid spread of SARS-CoV-2, leading to the worldwide pandemic of COVID-19. This is equally the case for the stages of patient convalescence as for the initial stages of infection, to understand the medium and long terms effects, as well as the efficacy of therapeutic interventions. Optical spectroscopic techniques potentially offer an alternative to currently employed techniques of screening for the presence, or the response to infection. In this study, the ability of Raman spectroscopy to distinguish between samples of the serum of convalescent COVID-19 positive patients and COVID-19 negative serum samples, and to further analyse and quantify systemic responses, was explored. The study included serum samples of patients who had been tested for SARS-CoV-2 specific IgG and IgM responses between 25 and 134 days after the infection was identified. Both COVID-19 positive and negative groups included males and females who ranged in age from 21 to 81 years old. No correlation was apparent between the specified SARS-CoV-2 specific IgG and IgM immunoglobulin levels of the positive group, their sex, or age. Raman spectroscopic measurements were performed at 785 nm, in liquid serum, thawed from frozen, and spectra were pre-processed to remove the contribution of water, normalising to the water content. Principal components analysis of the spectral dataset over the range 400–1800 cm-1 provided no clear indication of a difference between normal serum and SARS-CoV-2 positive serum. A selection of 5 of the samples, which were available in sufficient volume, were fractionated by centrifugal filtration, and the 100 kDa, 50 kDa, 30 kDa, and 10 kDa concentrates similarly analysed by Raman spectroscopy. Partial least squares regression analysis revealed a negative correlation between the spectral profile of the 30 kDa fractions and SARS-CoV-2 specific IgG antibody levels, potentially indicating an association with depleted glutathione levels. The study supports a potential role of Raman screening of blood serum for monitoring of SARS-CoV-2 infection, but also in longitudinal studies of disease progression, long term effects, and therapeutic interventions.

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