I am very sorry to hear about your parents and I wish them a recovery!
Unfortunately, this is not a reason why USCIS would expedite your request.
The processing times are not to be fully trusted, but for majority of time, the actual processing times are worse than stated on website. When did you file? If not so long ago, you should brace yourself for few years of wait.