Berna Amalia Z, Akaho Elikplim H, Harris Rebecca M, Congdon Morgan, Korn Emilie, Neher Samuel, M'Farrej Mirna, Burns Julianne, John Audrey R Odom
Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.
Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.
medRxiv. 2021 May 7:2020.12.04.20230755. doi: 10.1101/2020.12.04.20230755.
SARS-CoV-2 infection is diagnosed through detection of specific viral nucleic acid or antigens from respiratory samples. These techniques are relatively expensive, slow, and susceptible to false-negative results. A rapid non-invasive method to detect infection would be highly advantageous. Compelling evidence from canine biosensors and studies of adults with COVID-19 suggests that infection reproducibly alters human volatile organic compounds (VOCs) profiles. To determine whether pediatric infection is associated with VOC changes, we enrolled SARS-CoV-2-infected and -uninfected children admitted to a major pediatric academic medical center. Breath samples were collected from children and analyzed through state-of-the-art GCxGC-ToFMS. Isolated features included 84 targeted VOCs. Candidate biomarkers that were correlated with infection status were subsequently validated in a second, independent cohort of children. We thus find that six volatile organic compounds are significantly and reproducibly increased in the breath of SARS-CoV-2-infected children. Three aldehydes (octanal, nonanal, and heptanal) drew special attention, as aldehydes are also elevated in the breath of adults with COVID-19. Together, these biomarkers demonstrate high accuracy for distinguishing pediatric SARS-CoV-2 infection and support the ongoing development of novel breath-based diagnostics.
通过检测呼吸道样本中的特定病毒核酸或抗原可诊断新型冠状病毒2型(SARS-CoV-2)感染。这些技术相对昂贵、耗时,且容易出现假阴性结果。一种快速的非侵入性感染检测方法将具有极大优势。来自犬类生物传感器以及对新冠肺炎成年患者研究的有力证据表明,感染会反复改变人类挥发性有机化合物(VOC)谱。为了确定儿童感染是否与VOC变化有关,我们招募了入住一家大型儿科教学医学中心的SARS-CoV-2感染和未感染儿童。从儿童身上采集呼吸样本,并通过最先进的全二维气相色谱-飞行时间质谱仪(GCxGC-ToFMS)进行分析。分离出的特征包括84种目标VOC。随后,在另一组独立的儿童队列中对与感染状态相关的候选生物标志物进行了验证。我们因此发现,六种挥发性有机化合物在SARS-CoV-2感染儿童的呼吸中显著且反复增加。三种醛类(辛醛、壬醛和庚醛)尤其引人关注,因为在新冠肺炎成年患者的呼吸中醛类也会升高。这些生物标志物共同展示了区分儿童SARS-CoV-2感染的高准确性,并支持正在进行的基于呼吸的新型诊断方法的开发。