Lastly, a perspective was provided on the future of M-CSF in cancer research, focusing on elucidating their interactions with TAMs and tumor cells, the development of novel diagnostic and therapeutic strategies, and the potential for personalized treatments. Here, CSF1 is linked to cancer.