Why are candy-red bloods persecuted against? Are they killed at birth? Do we know much about their treatment or any specifics?

Their blood color lies outside the hemospectrum and it brands them a mutant. They’re considered pariahs and are culled on sight as mentioned by Karkat when he speaks to Meenah in Openbound when the player speaks to him in his room dream bubble.