Department of Biosciences, Biotechnologies and Environment, University of Bari Aldo Moro, 70126 Bari, Italy.
Apulian Breath Analysis Center (CeRBA), Istituto Tumori 'Giovanni Paolo II, 70124 Bari, Italy.
J Breath Res. 2023 Jul 12;17(4). doi: 10.1088/1752-7163/ace27c.
SARS-CoV-2 is expected to cause metabolic alterations due to viral replication and the host immune response resulting in increase of cytokine secretion and cytolytic activity. The present prospective observational study is addressed at exploring the potentialities of breath analysis in discrimination between patients with a documented previous history of symptomatic SARS-CoV-2 infection and, at the moment of the enrollment, exhibiting a negative nasopharyngeal swab and acquired immunity (post-COVID) and healthy subjects with no evidence of previous SARS-CoV-2 infection (no-COVID). The main purpose is to understand if traces of metabolic alterations induced during the acute phase of the infection are still detectable after negativization, in the form of a characteristic volatile organic compound (VOC) pattern. An overall number of 60 volunteers aged between 25 and 70 years were enrolled in the study (post-COVID: n.30; no-COVID: n. 30), according to well-determined criteria. Breath and ambient air samples were collected by means of an automated sampling system (Mistral) and analyzed by thermal desorption-gas chromatography-mass spectrometry (TD-GC/MS). Statistical tests (Wilcoxon/Kruskal-Wallis test) and multivariate data analysis (principal component analysis (PCA), linear discriminant analysis) were performed on data sets. Among all compounds detected (76 VOCs in 90% of breath samples), 5 VOCs (1-propanol, isopropanol, 2-(2-butoxyethoxy)ethanol, propanal and 4-(1,1-dimethylpropyl)phenol) showed abundances in breath samples collected from post-COVID subjects significantly different with respect to those collected from no-COVID group (Wilcoxon/Kruskal-Wallis test,-values <0.05). Although not completely satisfactory separation between the groups was obtained, variables showing significant differences between the two groups and higher loadings for PCA are recognized biomarkers of COVID-19, according to previous studies in literature. Therefore, based on the outcomes obtained, traces of metabolic alterations induced by SARS-CoV-2 infection are still detectable after negativization. This evidence raises questions about the eligibility of post-COVID subjects in observational studies addressed at the detection of COVID-19. (Ethical Committee Registration number: 120/AG/11).
预计 SARS-CoV-2 会由于病毒复制和宿主免疫反应导致代谢改变,从而增加细胞因子的分泌和细胞溶解活性。本前瞻性观察研究旨在探索呼吸分析在鉴别有明确的有症状 SARS-CoV-2 感染史且在招募时表现为鼻咽拭子阴性和获得性免疫(后 COVID)的患者与无 SARS-CoV-2 感染史(无 COVID)的健康受试者之间的可能性。主要目的是了解感染急性期诱导的代谢改变是否仍能在阴性化后以特征性挥发性有机化合物(VOC)模式检测到。根据明确的标准,共招募了 60 名年龄在 25 至 70 岁之间的志愿者(后 COVID:n=30;无 COVID:n=30)。通过自动化采样系统(Mistral)收集呼吸和环境空气样本,并通过热解吸-气相色谱-质谱法(TD-GC/MS)进行分析。对数据集进行了统计检验(Wilcoxon/Kruskal-Wallis 检验)和多元数据分析(主成分分析(PCA),线性判别分析)。在所检测到的所有化合物中(90%的呼吸样本中有 76 种 VOC),5 种 VOC(1-丙醇、异丙醇、2-(2-丁氧基乙氧基)乙醇、丙醛和 4-(1,1-二甲基丙基)苯酚)在后 COVID 组的呼吸样本中的丰度明显不同于无 COVID 组(Wilcoxon/Kruskal-Wallis 检验,-值<0.05)。尽管未能完全满意地将两组分开,但根据文献中的先前研究,两组之间存在显著差异的变量和 PCA 的较高负荷被认为是 COVID-19 的生物标志物。因此,根据所获得的结果,SARS-CoV-2 感染引起的代谢改变的痕迹在阴性化后仍能检测到。这一证据引发了关于后 COVID 受试者在旨在检测 COVID-19 的观察性研究中的资格问题。(伦理委员会注册号:120/AG/11)。