Interestingly, the short-lived gene group included several Krüppel-like transcription factors (KLF3, KLF6, KLF9, KLF11) and zinc finger transcriptional factors involved in lymphocyte homeostasis (41) and viral infection (KEGG pathway, https://www.genome.jp/kegg/). Here, KLF6 is linked to viral infectious disease.