If a genetic factor leads to increased sensitivity to hunger or feeling hungry more often / being less satiated by food, then isn't that a genetic factor that i

If a genetic factor leads to increased sensitivity to hunger or feeling hungry more often / being less satiated by food, then isn't that a genetic factor that is likely to directly influence a person's choices vis-à-vis food intake? Note I don't know whether that is the case.