The remaining 8 key genes (EGR2, HIST1H3H, HIST1H4H, HIST1H4I, HIST1H4K, MTHFD2, TUBA4A, and TUBB1) were less studied in the roles of COVID-19 and OA, emphasizing their importance in future research. This evidence concerns the gene TUBB1 and COVID-19.