Police say the 32- year old woman's teenaged son made a desperate call to 9-1-1 after discovering her with a gunshot wound to the head on Saturday afternoon.
She was pronounced dead at the scene.
Friends said they were suspicious of Houston's recent boyfriend, who also lives in the building.
Investigators said they had not questioned him yet. They were still trying to find him.