Check out this paper from the Lander lab: https://elifesciences.org/articles/61026
It’s a bit jargon heavy but it’s a nice case study in how tumor growth is controlled through all the same mechanisms that normal tissue growth uses. Even cells with an outright cancerous gene mutation are basically still just doing normal growth and development.
Might be that cancer hits after creating offspring.