Furthermore, phenotypic characteristics of early spike-specific CD8+ T memory cells were similar after breakthrough infections and 4th vaccine dose as depicted by t-SNE analysis including CD38, CCR7, TCF-1 and BCL-2 (Fig. 6b) and memory subset distribution with transitional and effector memory subsets being dominant (Supplementary Fig. 9b). Here, CD38 is linked to infection.