Berna Amalia Z, Akaho Elikplim H, Harris Rebecca M, Congdon Morgan, Korn Emilie, Neher Samuel, M'Farrej Mirna, Burns Julianne, Odom John Audrey R
Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, United States.
Department of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, United States.
ACS Infect Dis. 2021 Sep 10;7(9):2596-2603. doi: 10.1021/acsinfecdis.1c00248. Epub 2021 Jul 28.
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 noninvasive 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 compound (VOC) 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(SARS-CoV-2)感染。这些技术相对昂贵、耗时,且易出现假阴性结果。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,感染会可重复地改变人类挥发性有机化合物(VOC)谱。为确定儿童感染是否与VOC变化相关,我们纳入了一家大型儿科学术医疗中心收治的新型冠状病毒2感染及未感染儿童。采集儿童的呼吸样本并通过最先进的全二维气相色谱-飞行时间质谱联用仪(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,新型冠状病毒2感染儿童呼出气体中的六种挥发性有机化合物显著且可重复地增加。三种醛类(辛醛、壬醛和庚醛)受到特别关注,因为新冠肺炎成年患者呼出气体中的醛类也有所升高。这些生物标志物共同显示出区分儿童新型冠状病毒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。