Also, some of the biosignatures including but not limited to TNF, IL10, have been verified using multiplex biosensor techniques to be associated with COVID-19, and as such these biosignatures could serve as markers to monitor the disease development (Del Valle et al., 2020; Madhurantakam et al., 2023). Here, TNF is linked to COVID-19.