Woah, I have read this over and over again and I am sorry you are going through this.
You do not have to feel ANY guilt. After they treated you, you aren't obligated to do ANYTHING, so please if it gets too hard - walk away.
Can you apply for a home carer or a nurse for them? Then the duty is off your shoulders? Best wishes you strong soul!!