“…The clinical definition of health, disease and disease stages is amongst the features that affect metabolomics workflow ( Figure 1 ) [ 22 ]. Multiple studies have explored the COVID-19 metabolome based on a variety of criteria indicating disease progression, such as the severity of pathology (i.e., mild versus severe), outcome (i.e., discharge versus decease), risk factors for severe disease (i.e., comorbidities and cancer), longitudinal assessments of individuals with SARS-CoV-2 infection (i.e., from asymptomatic infection to symptomatic disease, resolution or death), and different types of treatment (e.g., ambulatory versus hospitalization) [ 35 , 36 , 37 , 38 , 39 , 40 ]. These criteria are so heterogeneous as to compromise comparisons among studies.…”