This repository consists of scripts and workflows used for generating results, figures, and tables published in the article: Can Liu, Andrew J. Martins, William W. Lau, Nicholas Rachmaninoff, ..., John S. Tsang. "Time-resolved Systems Immunology Reveals a Late Juncture Linked to Fatal COVID-19" Cell (2021), In press.