The iRegulon analysis indicates that the ETS family of transcription factors, led by SPI1, were the regulators with the most enriched binding motifs between the up-regulated genes in severe COVID-19 patients (NES = 4.93) with 70 targets. Here, SPI1 is linked to COVID-19.