Bubble plots showed the relative expression of the top five marker genes in each pseudotime state branch (Fig 5J), with S100A8 and EREG in S1 and CCL18 in S3 of particular interest, as their expression may contribute to the progression of CRS (Fig 5K). The gene discussed is S100A8; the disease is congenital rubella syndrome.