Previously identified biomarkers and gene signatures could only predict humoral antibody responses to influenza vaccine in young adults, but not in the elderly, due to the expression of CXCR5 and programmed death-1 (PD-1) genes in circulating Tfh cells (47). Here, CXCR5 is linked to influenza.