I'm sorry for your losses :hugs
Sadly there is no way to know the cause of death without further diagnostics. If you still have the body, refrigerate it and send it to your state lab for testing.
https://vetmed.illinois.edu/vet-resources/veterinary-diagnostic-laboratory/