CD28 and influenza: Based on the literature of immune-aging, we analyzed key features of immune-senescence in our study population, including a depletion of CD8+ naïve cells, which has been associated with aging [43, 46], and increased CD8 + CD28- TEMRA cells, which has been associated with impaired influenza vaccine response in older adults [45, 46].