While these findings advance our understanding of rtSPIRE1’s involvement in PI3K/AKT pathway modulation and LRP5 interactions, further exploration using advanced animal models or tumor organoids could offer deeper mechanistic insights into its functions within the tumor microenvironment. This evidence concerns the gene AKT1 and neoplasm.