Epithelial cell populations were not altered significantly, but CD31+ endothelial cells responded to S peptide (in UN) and M peptide (in COVID-19+); a significant change was noted in COVID-19+ following M-peptide exposure compared to UN individuals (Supplementary Figure S3E, S4D). This evidence concerns the gene PECAM1 and COVID-19.