Department of Biosciences, Shaheed Zulfikar Ali Bhutto Institute of Science and Technology, Karachi, Pakistan.
Department of Biological and Biomedical Sciences, Aga Khan University, Karachi, Pakistan.
PLoS One. 2022 Dec 30;17(12):e0279270. doi: 10.1371/journal.pone.0279270. eCollection 2022.
A subset of individuals with COVID-19 can suffer from a severe form of the disease requiring breathing support for respiratory failure and even death due to disease complications. COVID-19 disease severity can be attributed to numerous factors, where several studies have associated changes in the expression of serum pro-inflammatory cytokines with disease severity. However, very few studies have associated the changes in expression of pro-inflammatory changes in the nasopharyngeal milieu with disease severity. Therefore, in the current study, we performed differential gene expression analysis of various pro-inflammatory cytokines in the nasopharyngeal milieu of mild & severe COVID-19 cases.
For this retrospective, cross-sectional study, a total of 118 nasopharyngeal swab samples, previously collected from mild and severe (based on the WHO criteria) COVID-19 patients were used. A real-time qPCR was performed to determine the viral loads and also evaluate the mRNA expression of eight cytokines (IL-1, IL-2, IL-4, IL-6, IL-10, IFN-γ, TGF-β1, and TNF-α). Subsequently, an unpaired T-test was applied to compare the statistical difference in mean expression of viral loads and each cytokine between the mild and severe groups, while the Pearson correlation test was applied to establish a correlation between disease severity, viral load, and cytokines expression. Similarly, a multivariable logistic regression analysis was performed to assess the relationship between different variables from the data and disease severity.
Out of 118 samples, 71 were mild, while 47 were severe. The mean viral load between the mild and severe groups was comparable (mild group: 27.07± 5.22; severe group: 26.37 ±7.89). The mRNA expression of cytokines IL-2, IL-6, IFN- γ, and TNF-α was significantly different in the two groups (p<0.05), where the Log2 normalized expression of IL-2, IL-6, IFN- γ, and TNF-α was found to be 2.2-, 16-, 2.3-, and 1.73-fold less in the severe group as compared to the mild group. Furthermore, we also observed a significant positive correlation between all the cytokines in the severe group. The multivariate analysis showed a significant relationship between age, IL-6, and disease severity.
This decreased expression of certain cytokines (IL-2, IL-6, TNF-α, and IFN-γ) in the nasopharyngeal milieu may be considered early biomarkers for disease severity in COVID-19 patients.
一小部分 COVID-19 患者可能会出现严重症状,需要呼吸支持以治疗呼吸衰竭,甚至因并发症而死亡。COVID-19 的疾病严重程度可能归因于众多因素,有几项研究表明,血清促炎细胞因子的表达变化与疾病严重程度有关。然而,很少有研究将鼻咽环境中促炎变化的表达变化与疾病严重程度联系起来。因此,在目前的研究中,我们对轻度和重度 COVID-19 病例的鼻咽环境中的各种促炎细胞因子进行了差异基因表达分析。
在这项回顾性、横断面研究中,共使用了 118 份鼻咽拭子样本,这些样本是从前瞻性收集的轻度和重度(根据世界卫生组织标准)COVID-19 患者中获得的。进行实时 qPCR 以确定病毒载量,并评估八种细胞因子(IL-1、IL-2、IL-4、IL-6、IL-10、IFN-γ、TGF-β1 和 TNF-α)的 mRNA 表达。然后,应用独立样本 t 检验比较轻度和重度组之间病毒载量和每种细胞因子的平均表达差异,应用 Pearson 相关检验建立疾病严重程度、病毒载量和细胞因子表达之间的相关性。同样,进行多变量逻辑回归分析以评估数据中不同变量与疾病严重程度的关系。
在 118 份样本中,71 份为轻度,47 份为重度。轻度和重度组之间的平均病毒载量无差异(轻度组:27.07±5.22;重度组:26.37±7.89)。两组之间细胞因子 IL-2、IL-6、IFN-γ和 TNF-α 的 mRNA 表达存在显著差异(p<0.05),其中重度组中 IL-2、IL-6、IFN-γ和 TNF-α 的 Log2 归一化表达分别比轻度组低 2.2 倍、16 倍、2.3 倍和 1.73 倍。此外,我们还观察到重度组中所有细胞因子之间存在显著的正相关。多变量分析显示年龄、IL-6 与疾病严重程度之间存在显著关系。
鼻咽环境中某些细胞因子(IL-2、IL-6、TNF-α 和 IFN-γ)的这种表达降低可能被视为 COVID-19 患者疾病严重程度的早期生物标志物。