Human exhaled air diagnostic markers for respiratory tract infections in subjects receiving mechanical ventilation

Abstract

Diagnosing respiratory tract infections (RTIs) in critical care settings is essential for appropriate antibiotic treatment and lowering mortality. The current diagnostic method, which primarily relies on clinical symptoms, lacks sensitivity and specificity, resulting in incorrect or delayed diagnoses, putting patients at a heightened risk. In this study we developed a noninvasive diagnosis method based on collecting non-volatile compounds in human exhaled air. We hypothesized that non-volatile compound profiles could be effectively used for bacterial RTI diagnosis. Exhaled air samples were collected from mechanically ventilated patients diagnosed with or without bacterial RTI in intensive care units (ICUs) at the Johns Hopkins Hospital. Truncated proteoforms, a class of non-volatile compounds, were characterized by top-down proteomics, and significant features associated with RTI were identified using feature selection algorithms. The results showed that three truncated proteoforms, collagen type VI alpha three chain protein (CO6A3), matrix metalloproteinase-9 (MMP9), and putative homeodomain transcription factor II (PHTF2) were independently associated with RTI with the p-values of 2.0E-5, 1.1E-4, and 1.7E-3, respectively, using multiple logistic regression. Furthermore, a score system named “TrunScore” was constructed by combining the three truncated proteoforms, and the diagnostic accuracy was significantly improved compared to that of individual truncated proteoforms, with an area under the receiver operator characteristic curve (AUC/ROC) of 96.9%. This study supports the ability of this noninvasive breath analysis method to provide an accurate diagnosis for RTIs in mechanically ventilated patients. The results of this study open the doors to be able to potentially diagnose a broad range of diseases using this non-volatile breath analysis technique.

A Breath-Based In Vitro Diagnostics for Lower Respiratory Tract Infection

“…Exhaled Breath Sample Collection from Study Participant with Mechanical Ventilation. The method for collecting exhaled breath samples from people with mechanical ventilation in the ICU has been described in our previous study (11). The study received approval from the Institutional Review Boards at The Johns Hopkins University School of Medicine (Application Number: IRB00249449), and all study participants provided informed consent.…”