The ROC curve showed that SERPINA3 could only distinguish between influenza, COVID-19, Mix, and health (Fig. S3A); SAA1 could only distinguish between COVID-19, Mix, and health (Fig. S3B); and SAA2 could only distinguish between influenza and health (Fig. S3C). This evidence concerns the gene MIXL1 and COVID-19.