Some dogs just like to be alone. Most dogs like being around other dogs but every now and then one likes to be on their own. It's actually quite common and normally isn't because of any sort of health or neurological problem. Just like people, some dogs don't like to socialize.
I am hopeful that Panther will be ok and we are currently looking for him.