Clinical characteristics and antiviral therapy for immunosuppressed influenza patients were analysed in our prior study [22], and in this study, we further investigate the molecular evolution and amino acid variation of HA and NA of influenza A viruses during the 2018–2020 influenza seasons in these population. This evidence concerns the gene XK and influenza.