Your father in law is incredibly strong.
And I know what you mean with the "first being loving, then getting irritated despite still loving them". A family member of mine has Parkinson disease and it's started to gnaw away her mental abilities too. It's painful to be around loved ones that are like this and it's easy to feel guilty.