Studies have indicated that GM-CSF is a key cytokine involved in the inflammatory COVID-19 response and may indirectly lead to ARDS by inhibiting neutrophil apoptosis (Dharra et al., 2023). Here, CSF2 is linked to acute respiratory distress syndrome.