Assessing the course of MMP-9 values over time against respiratory failure showed that significantly high values of MMP-9 in the first two samples (days 0–2 and 3–5) could be an early indicator of respiratory failure in COVID-19 patients. This evidence concerns the gene MMP9 and respiratory failure.