I read this thread and watched seven episodes for some reason.
I have come to the conclusion that Calliou has terminal cancer, and for the whole span of the show, he is dying. He doesn't know he is dying, his sister doesn't know he is dying, but everyone else does. That is why he gets all the attention.
And because he gets all the attention, this has caused him to become dependent on said parental figures.