“…This metabolic signature seems to be rather homogeneous worldwide, with equivalent results obtained when considering very distant geographical and cultural regions such as Mexico ( López-Hernández et al, 2021 ), Italy ( Saccon et al, 2021 ; Ghini et al, 2022b ; Ciccarelli et al, 2022 ), and Africa ( Li X. et al, 2022 ). Instead, characteristic but distinct metabotypes can be associated to pregnant women ( Id et al, 2022 ), newborn ( Kontou et al, 2021 ) and infantile ( Wang et al, 2021 ) COVID-19 population. Finally, the COVID-19 metabotype changes concertedly with other subcellular elements (i.e., proteins, gene expression), that can be integrated to obtain the trans-omic landscape of COVID-19 ( Wu et al, 2021 ).…”