crossrefInternational Journal of Molecular Sciences2026-04-13
Cross-Disease Breathomics by PTR-TOF-MS: Multiclass Machine Learning and Network Remodeling Across Asthma, COPD, Cystic Fibrosis, and Lymphangioleiomyomatosis
Malika Mustafina, Artemiy Silantyev, Aleksandr Suvorov, Stanislav Krasovskiy, Marina Makarova, Alexander Chernyak, et al.
Chronic obstructive and inflammatory lung diseases share overlapping clinical manifestations and spirometric features, complicating differential diagnosis and monitoring. In this study, we performed an integrative real-time proton-transfer-reaction time-of-flight mass spectrometr…