From my understanding, the effect of the cytokine storm was the massive effusion of fluid into alveoli, the consequence of which was secondary bacterial pneumonia progressing to organ failure.
https://www.ncbi.nlm.nih.gov/pubmed/18710327
Familiar name there in the author list, Good ol' Tony...