CD8A and HIV infectious disease: Specifically, using a CyTOF data set focused on CD8+ T cells from patients with HIV, we showed that CyTOF-derived pseudotimes, based on a T cell exhaustion trajectory and independently derived CoGAPS pattern weight distributions, can recapitulate previously established T cell biology in HIV infection.