Identification of immune-related biomarkers associated with novel coronavirus (COVID-19) mortality

It has been established that cytokine storms are occurring in the severe case of covid-19, and there are many research studies about such changes in blood cytokine concentrations.
Some of the most noteworthy studies have already been introduced in this blog site.

This article introduces the results obtained from covid-19 patients in Italy.
https://insight.jci.org/articles/view/144455

Clinical parameters indicate that the increase of the neutrophil/lymphocyte ratio, LDH, CRP, and D-dimer correlates with mortality.

In this study, 66 types of cytokines in the blood were evaluated, suggesting that MCP-1/CCL2, sTNFRSF1A, MMP-9, NGAL, S100A9, sST2, IL-10, and IL-15 were deeply related to the serious disease of COVID-19.
As a site note,
MCP-1/CCP, sTNFRSF1A are NK-kB-dependent markers,
MMP-9, NGAL, S100A9 are derived from neutrophils,
sST2 is a septic marker,
IL-15 is associated with NK-cell activation and function,
IL-10 is a counteraction of severe pneumonia,
has been discussed as such.

As the mechanism of serious disease becomes more concrete, effective therapeutic drugs will be narrowed down.