Induced volatolomics is an emerging field that holds
promise for
many biomedical applications including disease detection and prognosis.
In this pilot study, we report the first use of a cocktail of volatile
organic compounds (VOCs)-based probes to highlight new metabolic markers
allowing disease prognosis. In this pilot study, we specifically targeted
a set of circulating glycosidases whose activities could be associated
with critical COVID-19 illness. Starting from blood sample collection,
our approach relies on the incubation of VOC-based probes in plasma
samples. Once activated, the probes released a set of VOCs in the
sample headspace. The dynamic monitoring of the signals of VOC tracers
enabled the identification of three dysregulated glycosidases in the
initial phase after infection, for which preliminary machine learning
analyses suggested an ability to anticipate critical disease development.
This study demonstrates that our VOC-based probes are a new set of
analytical tools that can provide access to biological signals until
now unavailable to biologists and clinicians and which could be included
in biomedical research to properly construct multifactorial therapy
algorithms, necessary for personalized medicine.