Detection of chronic obstructive pulmonary disease biomarkers using ROC-analysis

T. I. Vitkina, E. Kondratyeva
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Abstract

Aim. To identify key diagnostic criteria for chronic obstructive pulmonary disease (COPD).Materials and methods. We examined 112 patients with mild, moderate and severe COPD and 32 relatively healthy volunteers with no disturbances in the lung function. The level of IL-4, IL-6, IL-10, IL-17A, TNF-α, IFN-γ, TGF-β1 and CD4+CD126+ cells was determined by means of flow cytometry method. Prooxidant and antioxidant markers of oxidative stress 8-OHdeoxyguanosine, protein carbonyl, glutathione, glutathione reductase, glutathione peroxidase, thioredoxin-1, and thioredoxin reductase-1 were assessed by enzyme immunoassay.Results. The presence of high-ranking correlations of the proinflammatory link of immunity and components of the prooxidant system was revealed, which indicates the presence of systemic alterative processes in patients with COPD. Based on ROC-analysis, key biomarkers were identified in patients with stable COPD: 8-OH-deoxyguanosine, CD4+CD126+ cells, IL-17, and thioredoxin, and their threshold levels were established.Conclusion. The recommended diagnostic criteria will optimize the therapeutic strategies for COPD.
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应用roc分析检测慢性阻塞性肺疾病生物标志物
的目标。确定慢性阻塞性肺疾病(COPD)的关键诊断标准。材料和方法。我们检查了112名轻度、中度和重度COPD患者和32名肺功能没有紊乱的相对健康的志愿者。流式细胞术检测各组IL-4、IL-6、IL-10、IL-17A、TNF-α、IFN-γ、TGF-β1及CD4+CD126+细胞水平。采用酶免疫法测定氧化应激8- oh脱氧鸟苷、蛋白羰基、谷胱甘肽、谷胱甘肽还原酶、谷胱甘肽过氧化物酶、硫氧还蛋白-1、硫氧还蛋白还原酶-1的促氧化和抗氧化标志物。免疫促炎环节和促氧化系统成分之间存在高度相关性,这表明COPD患者存在系统性改变过程。基于roc分析,确定稳定期COPD患者的关键生物标志物:8- oh -脱氧鸟苷、CD4+CD126+细胞、IL-17和硫氧还蛋白,并确定其阈值水平。推荐的诊断标准将优化COPD的治疗策略。
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