Several strategies have been found to improve the efficiency of COVID-19 mRNA vaccines, such as mutating two proline codons to stabilize the S protein translation product or using modified mRNA encoding prefusion S protein (BNT162b2 and mRNA-1273). This evidence concerns the gene PROS1 and COVID-19.