In addition, MPO was found to be relevant to the COVID-19 pandemic in the past three years [21,22,23,24]; therefore, the most recent information on the role of MPO in COVID-19 has also been included and discussed in detail in this review. This evidence concerns the gene MPO and COVID-19.